{"env_info": "sys.platform: linux\nPython: 3.8.8 (default, Apr 13 2021, 19:58:26) [GCC 7.3.0]\nCUDA available: True\nGPU 0: GeForce RTX 3090\nCUDA_HOME: /usr/local/cuda\nNVCC: Cuda compilation tools, release 11.2, V11.2.67\nGCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0\nPyTorch: 1.9.1\nPyTorch compiling details: PyTorch built with:\n - GCC 7.3\n - C++ Version: 201402\n - Intel(R) oneAPI Math Kernel Library Version 2021.2-Product Build 20210312 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.1\n - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=compute_37\n - CuDNN 8.0.5\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -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-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, \n\nTorchVision: 0.10.1\nOpenCV: 4.6.0\nMMCV: 1.6.0\nMMCV Compiler: GCC 9.3\nMMCV CUDA Compiler: 11.2\npyskl: 0.1.0+", "seed": 1443623005, "config_name": "b_1.py", "work_dir": "b_1", "hook_msgs": {}} {"mode": "train", "epoch": 1, "iter": 100, "lr": 0.025, "memory": 6499, "data_time": 0.18182, "top1_acc": 0.035, "top5_acc": 0.17188, "loss_cls": 6.5545, "loss": 6.5545, "time": 0.43532} {"mode": "train", "epoch": 1, "iter": 200, "lr": 0.025, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.07062, "top5_acc": 0.29688, "loss_cls": 6.35827, "loss": 6.35827, "time": 0.2323} {"mode": "train", "epoch": 1, "iter": 300, "lr": 0.025, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.09438, "top5_acc": 0.34062, "loss_cls": 6.39281, "loss": 6.39281, "time": 0.23295} {"mode": "train", "epoch": 1, "iter": 400, "lr": 0.025, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.10062, "top5_acc": 0.36188, "loss_cls": 5.97205, "loss": 5.97205, "time": 0.23471} {"mode": "train", "epoch": 1, "iter": 500, "lr": 0.025, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.0975, "top5_acc": 0.3725, "loss_cls": 6.56133, "loss": 6.56133, "time": 0.2339} {"mode": "train", "epoch": 1, "iter": 600, "lr": 0.025, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.1225, "top5_acc": 0.43438, "loss_cls": 7.32866, "loss": 7.32866, "time": 0.2332} {"mode": "train", "epoch": 1, "iter": 700, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.13875, "top5_acc": 0.43938, "loss_cls": 7.00057, "loss": 7.00057, "time": 0.23419} {"mode": "train", "epoch": 1, "iter": 800, "lr": 0.025, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.14312, "top5_acc": 0.48938, "loss_cls": 6.33544, "loss": 6.33544, "time": 0.23372} {"mode": "train", "epoch": 1, "iter": 900, "lr": 0.025, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.16688, "top5_acc": 0.525, "loss_cls": 5.84225, "loss": 5.84225, "time": 0.23426} {"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.025, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.16062, "top5_acc": 0.53438, "loss_cls": 5.56519, "loss": 5.56519, "time": 0.23462} {"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.025, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.2, "top5_acc": 0.58562, "loss_cls": 5.38201, "loss": 5.38201, "time": 0.2339} {"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.025, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.20875, "top5_acc": 0.55437, "loss_cls": 5.3653, "loss": 5.3653, "time": 0.23441} {"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.025, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.21688, "top5_acc": 0.59625, "loss_cls": 5.24992, "loss": 5.24992, "time": 0.23509} {"mode": "train", "epoch": 1, "iter": 1400, "lr": 0.025, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.24125, "top5_acc": 0.63188, "loss_cls": 5.12802, "loss": 5.12802, "time": 0.23492} {"mode": "train", "epoch": 1, "iter": 1500, "lr": 0.025, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.25875, "top5_acc": 0.66188, "loss_cls": 5.03596, "loss": 5.03596, "time": 0.23454} {"mode": "train", "epoch": 1, "iter": 1600, "lr": 0.025, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.25312, "top5_acc": 0.67, "loss_cls": 5.01399, "loss": 5.01399, "time": 0.23428} {"mode": "train", "epoch": 1, "iter": 1700, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.27062, "top5_acc": 0.68938, "loss_cls": 4.9008, "loss": 4.9008, "time": 0.23411} {"mode": "train", "epoch": 1, "iter": 1800, "lr": 0.025, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.28813, "top5_acc": 0.7075, "loss_cls": 4.86566, "loss": 4.86566, "time": 0.23446} {"mode": "train", "epoch": 1, "iter": 1900, "lr": 0.025, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.3175, "top5_acc": 0.72938, "loss_cls": 4.74995, "loss": 4.74995, "time": 0.2346} {"mode": "train", "epoch": 1, "iter": 2000, "lr": 0.025, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.32812, "top5_acc": 0.72812, "loss_cls": 4.68578, "loss": 4.68578, "time": 0.23435} {"mode": "train", "epoch": 1, "iter": 2100, "lr": 0.025, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.34812, "top5_acc": 0.76125, "loss_cls": 4.62383, "loss": 4.62383, "time": 0.23426} {"mode": "train", "epoch": 1, "iter": 2200, "lr": 0.025, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.34812, "top5_acc": 0.755, "loss_cls": 4.59408, "loss": 4.59408, "time": 0.23365} {"mode": "train", "epoch": 1, "iter": 2300, "lr": 0.025, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.36062, "top5_acc": 0.76188, "loss_cls": 4.58455, "loss": 4.58455, "time": 0.23343} {"mode": "train", "epoch": 1, "iter": 2400, "lr": 0.025, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.34625, "top5_acc": 0.75688, "loss_cls": 4.58354, "loss": 4.58354, "time": 0.2348} {"mode": "train", "epoch": 1, "iter": 2500, "lr": 0.025, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.3775, "top5_acc": 0.8175, "loss_cls": 4.42193, "loss": 4.42193, "time": 0.23413} {"mode": "val", "epoch": 1, "iter": 1031, "lr": 0.025, "top1_acc": 0.06314, "top5_acc": 0.25475} {"mode": "train", "epoch": 2, "iter": 100, "lr": 0.025, "memory": 6499, "data_time": 0.17794, "top1_acc": 0.37, "top5_acc": 0.79, "loss_cls": 4.47162, "loss": 4.47162, "time": 0.41289} {"mode": "train", "epoch": 2, "iter": 200, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.38812, "top5_acc": 0.78062, "loss_cls": 4.48934, "loss": 4.48934, "time": 0.2352} {"mode": "train", "epoch": 2, "iter": 300, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.38875, "top5_acc": 0.79938, "loss_cls": 4.38392, "loss": 4.38392, "time": 0.2351} {"mode": "train", "epoch": 2, "iter": 400, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.41875, "top5_acc": 0.8275, "loss_cls": 4.30974, "loss": 4.30974, "time": 0.23559} {"mode": "train", "epoch": 2, "iter": 500, "lr": 0.025, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.42062, "top5_acc": 0.82125, "loss_cls": 4.26555, "loss": 4.26555, "time": 0.23652} {"mode": "train", "epoch": 2, "iter": 600, "lr": 0.025, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.415, "top5_acc": 0.82312, "loss_cls": 4.11419, "loss": 4.11419, "time": 0.23585} {"mode": "train", "epoch": 2, "iter": 700, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.45312, "top5_acc": 0.83875, "loss_cls": 3.82465, "loss": 3.82465, "time": 0.23481} {"mode": "train", "epoch": 2, "iter": 800, "lr": 0.025, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.45188, "top5_acc": 0.84188, "loss_cls": 3.74509, "loss": 3.74509, "time": 0.23552} {"mode": "train", "epoch": 2, "iter": 900, "lr": 0.02499, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.45562, "top5_acc": 0.82375, "loss_cls": 3.7088, "loss": 3.7088, "time": 0.23613} {"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.02499, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.43938, "top5_acc": 0.85125, "loss_cls": 3.68325, "loss": 3.68325, "time": 0.23578} {"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.02499, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.47375, "top5_acc": 0.86438, "loss_cls": 3.53264, "loss": 3.53264, "time": 0.23521} {"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.02499, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.465, "top5_acc": 0.85125, "loss_cls": 3.51665, "loss": 3.51665, "time": 0.23511} {"mode": "train", "epoch": 2, "iter": 1300, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.47625, "top5_acc": 0.865, "loss_cls": 3.4735, "loss": 3.4735, "time": 0.23592} {"mode": "train", "epoch": 2, "iter": 1400, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.47625, "top5_acc": 0.86625, "loss_cls": 3.49109, "loss": 3.49109, "time": 0.23543} {"mode": "train", "epoch": 2, "iter": 1500, "lr": 0.02499, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.49062, "top5_acc": 0.86938, "loss_cls": 3.38314, "loss": 3.38314, "time": 0.23603} {"mode": "train", "epoch": 2, "iter": 1600, "lr": 0.02499, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.49812, "top5_acc": 0.87125, "loss_cls": 3.35471, "loss": 3.35471, "time": 0.23458} {"mode": "train", "epoch": 2, "iter": 1700, "lr": 0.02499, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.52938, "top5_acc": 0.88188, "loss_cls": 3.2612, "loss": 3.2612, "time": 0.2346} {"mode": "train", "epoch": 2, "iter": 1800, "lr": 0.02499, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.51812, "top5_acc": 0.86938, "loss_cls": 3.27606, "loss": 3.27606, "time": 0.23486} {"mode": "train", "epoch": 2, "iter": 1900, "lr": 0.02499, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.52562, "top5_acc": 0.87562, "loss_cls": 3.27338, "loss": 3.27338, "time": 0.23502} {"mode": "train", "epoch": 2, "iter": 2000, "lr": 0.02499, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.54125, "top5_acc": 0.88688, "loss_cls": 3.1538, "loss": 3.1538, "time": 0.23439} {"mode": "train", "epoch": 2, "iter": 2100, "lr": 0.02499, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.54375, "top5_acc": 0.90438, "loss_cls": 3.10305, "loss": 3.10305, "time": 0.23501} {"mode": "train", "epoch": 2, "iter": 2200, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.54812, "top5_acc": 0.87938, "loss_cls": 3.17663, "loss": 3.17663, "time": 0.23615} {"mode": "train", "epoch": 2, "iter": 2300, "lr": 0.02499, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.54625, "top5_acc": 0.91, "loss_cls": 3.07467, "loss": 3.07467, "time": 0.2356} {"mode": "train", "epoch": 2, "iter": 2400, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.54188, "top5_acc": 0.89562, "loss_cls": 3.16663, "loss": 3.16663, "time": 0.23494} {"mode": "train", "epoch": 2, "iter": 2500, "lr": 0.02499, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.57063, "top5_acc": 0.9025, "loss_cls": 2.98285, "loss": 2.98285, "time": 0.23551} {"mode": "val", "epoch": 2, "iter": 1031, "lr": 0.02499, "top1_acc": 0.55844, "top5_acc": 0.89282} {"mode": "train", "epoch": 3, "iter": 100, "lr": 0.02499, "memory": 6499, "data_time": 0.18125, "top1_acc": 0.53625, "top5_acc": 0.89312, "loss_cls": 3.1435, "loss": 3.1435, "time": 0.41481} {"mode": "train", "epoch": 3, "iter": 200, "lr": 0.02499, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.57, "top5_acc": 0.90812, "loss_cls": 2.98391, "loss": 2.98391, "time": 0.23523} {"mode": "train", "epoch": 3, "iter": 300, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.56875, "top5_acc": 0.91312, "loss_cls": 2.97722, "loss": 2.97722, "time": 0.23494} {"mode": "train", "epoch": 3, "iter": 400, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.555, "top5_acc": 0.90375, "loss_cls": 3.03722, "loss": 3.03722, "time": 0.23449} {"mode": "train", "epoch": 3, "iter": 500, "lr": 0.02499, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.58125, "top5_acc": 0.89375, "loss_cls": 2.96687, "loss": 2.96687, "time": 0.23474} {"mode": "train", "epoch": 3, "iter": 600, "lr": 0.02499, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.6075, "top5_acc": 0.91, "loss_cls": 2.81911, "loss": 2.81911, "time": 0.23549} {"mode": "train", "epoch": 3, "iter": 700, "lr": 0.02499, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.58, "top5_acc": 0.89875, "loss_cls": 2.92489, "loss": 2.92489, "time": 0.23535} {"mode": "train", "epoch": 3, "iter": 800, "lr": 0.02499, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.59625, "top5_acc": 0.90875, "loss_cls": 2.85529, "loss": 2.85529, "time": 0.23487} {"mode": "train", "epoch": 3, "iter": 900, "lr": 0.02498, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.60438, "top5_acc": 0.91438, "loss_cls": 2.85095, "loss": 2.85095, "time": 0.23431} {"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.02498, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.58438, "top5_acc": 0.90812, "loss_cls": 2.94685, "loss": 2.94685, "time": 0.23495} {"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.02498, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.59938, "top5_acc": 0.90188, "loss_cls": 2.8331, "loss": 2.8331, "time": 0.23467} {"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.02498, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.60875, "top5_acc": 0.91062, "loss_cls": 2.82912, "loss": 2.82912, "time": 0.23457} {"mode": "train", "epoch": 3, "iter": 1300, "lr": 0.02498, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.58625, "top5_acc": 0.9075, "loss_cls": 2.8758, "loss": 2.8758, "time": 0.23393} {"mode": "train", "epoch": 3, "iter": 1400, "lr": 0.02498, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.59562, "top5_acc": 0.905, "loss_cls": 2.85887, "loss": 2.85887, "time": 0.23518} {"mode": "train", "epoch": 3, "iter": 1500, "lr": 0.02498, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.60312, "top5_acc": 0.91062, "loss_cls": 2.86202, "loss": 2.86202, "time": 0.23386} {"mode": "train", "epoch": 3, "iter": 1600, "lr": 0.02498, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.59375, "top5_acc": 0.90625, "loss_cls": 2.8381, "loss": 2.8381, "time": 0.23384} {"mode": "train", "epoch": 3, "iter": 1700, "lr": 0.02498, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.59688, "top5_acc": 0.90688, "loss_cls": 2.82556, "loss": 2.82556, "time": 0.23409} {"mode": "train", "epoch": 3, "iter": 1800, "lr": 0.02498, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.60688, "top5_acc": 0.9275, "loss_cls": 2.75074, "loss": 2.75074, "time": 0.23414} {"mode": "train", "epoch": 3, "iter": 1900, "lr": 0.02498, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.59062, "top5_acc": 0.915, "loss_cls": 2.8593, "loss": 2.8593, "time": 0.2342} {"mode": "train", "epoch": 3, "iter": 2000, "lr": 0.02498, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.61438, "top5_acc": 0.92312, "loss_cls": 2.73393, "loss": 2.73393, "time": 0.23507} {"mode": "train", "epoch": 3, "iter": 2100, "lr": 0.02498, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.62938, "top5_acc": 0.92, "loss_cls": 2.70123, "loss": 2.70123, "time": 0.23489} {"mode": "train", "epoch": 3, "iter": 2200, "lr": 0.02498, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.63875, "top5_acc": 0.92562, "loss_cls": 2.66089, "loss": 2.66089, "time": 0.2342} {"mode": "train", "epoch": 3, "iter": 2300, "lr": 0.02498, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.62938, "top5_acc": 0.92375, "loss_cls": 2.69085, "loss": 2.69085, "time": 0.23466} {"mode": "train", "epoch": 3, "iter": 2400, "lr": 0.02498, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.61875, "top5_acc": 0.92688, "loss_cls": 2.70013, "loss": 2.70013, "time": 0.23413} {"mode": "train", "epoch": 3, "iter": 2500, "lr": 0.02498, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.63125, "top5_acc": 0.91938, "loss_cls": 2.67282, "loss": 2.67282, "time": 0.23323} {"mode": "val", "epoch": 3, "iter": 1031, "lr": 0.02498, "top1_acc": 0.62049, "top5_acc": 0.90453} {"mode": "train", "epoch": 4, "iter": 100, "lr": 0.02497, "memory": 6499, "data_time": 0.17703, "top1_acc": 0.63, "top5_acc": 0.92062, "loss_cls": 2.69838, "loss": 2.69838, "time": 0.41091} {"mode": "train", "epoch": 4, "iter": 200, "lr": 0.02497, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.64812, "top5_acc": 0.92812, "loss_cls": 2.5927, "loss": 2.5927, "time": 0.23417} {"mode": "train", "epoch": 4, "iter": 300, "lr": 0.02497, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.66375, "top5_acc": 0.93812, "loss_cls": 2.5238, "loss": 2.5238, "time": 0.2348} {"mode": "train", "epoch": 4, "iter": 400, "lr": 0.02497, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.61812, "top5_acc": 0.92938, "loss_cls": 2.705, "loss": 2.705, "time": 0.2337} {"mode": "train", "epoch": 4, "iter": 500, "lr": 0.02497, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.635, "top5_acc": 0.93438, "loss_cls": 2.63842, "loss": 2.63842, "time": 0.2331} {"mode": "train", "epoch": 4, "iter": 600, "lr": 0.02497, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.63562, "top5_acc": 0.92062, "loss_cls": 2.69775, "loss": 2.69775, "time": 0.23268} {"mode": "train", "epoch": 4, "iter": 700, "lr": 0.02497, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.63062, "top5_acc": 0.91375, "loss_cls": 2.68761, "loss": 2.68761, "time": 0.23411} {"mode": "train", "epoch": 4, "iter": 800, "lr": 0.02497, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.63375, "top5_acc": 0.93312, "loss_cls": 2.61531, "loss": 2.61531, "time": 0.23359} {"mode": "train", "epoch": 4, "iter": 900, "lr": 0.02497, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.64312, "top5_acc": 0.925, "loss_cls": 2.58237, "loss": 2.58237, "time": 0.23334} {"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.02497, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.65188, "top5_acc": 0.92688, "loss_cls": 2.58975, "loss": 2.58975, "time": 0.23415} {"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.02497, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.65688, "top5_acc": 0.92812, "loss_cls": 2.53817, "loss": 2.53817, "time": 0.23429} {"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.02497, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.66812, "top5_acc": 0.93812, "loss_cls": 2.49208, "loss": 2.49208, "time": 0.23538} {"mode": "train", "epoch": 4, "iter": 1300, "lr": 0.02497, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.68062, "top5_acc": 0.94562, "loss_cls": 2.45543, "loss": 2.45543, "time": 0.23312} {"mode": "train", "epoch": 4, "iter": 1400, "lr": 0.02497, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.64, "top5_acc": 0.93438, "loss_cls": 2.60937, "loss": 2.60937, "time": 0.23448} {"mode": "train", "epoch": 4, "iter": 1500, "lr": 0.02496, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.63438, "top5_acc": 0.9275, "loss_cls": 2.63511, "loss": 2.63511, "time": 0.23514} {"mode": "train", "epoch": 4, "iter": 1600, "lr": 0.02496, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.65562, "top5_acc": 0.93, "loss_cls": 2.5619, "loss": 2.5619, "time": 0.23377} {"mode": "train", "epoch": 4, "iter": 1700, "lr": 0.02496, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.68438, "top5_acc": 0.93812, "loss_cls": 2.46946, "loss": 2.46946, "time": 0.23426} {"mode": "train", "epoch": 4, "iter": 1800, "lr": 0.02496, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.66562, "top5_acc": 0.93812, "loss_cls": 2.50839, "loss": 2.50839, "time": 0.23436} {"mode": "train", "epoch": 4, "iter": 1900, "lr": 0.02496, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.66375, "top5_acc": 0.9325, "loss_cls": 2.49044, "loss": 2.49044, "time": 0.23377} {"mode": "train", "epoch": 4, "iter": 2000, "lr": 0.02496, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.66188, "top5_acc": 0.93562, "loss_cls": 2.54635, "loss": 2.54635, "time": 0.23441} {"mode": "train", "epoch": 4, "iter": 2100, "lr": 0.02496, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.64938, "top5_acc": 0.9425, "loss_cls": 2.52349, "loss": 2.52349, "time": 0.23327} {"mode": "train", "epoch": 4, "iter": 2200, "lr": 0.02496, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.67375, "top5_acc": 0.93875, "loss_cls": 2.45324, "loss": 2.45324, "time": 0.2335} {"mode": "train", "epoch": 4, "iter": 2300, "lr": 0.02496, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.65125, "top5_acc": 0.93062, "loss_cls": 2.5746, "loss": 2.5746, "time": 0.23394} {"mode": "train", "epoch": 4, "iter": 2400, "lr": 0.02496, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.68, "top5_acc": 0.93688, "loss_cls": 2.45327, "loss": 2.45327, "time": 0.23433} {"mode": "train", "epoch": 4, "iter": 2500, "lr": 0.02496, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.66938, "top5_acc": 0.93812, "loss_cls": 2.47826, "loss": 2.47826, "time": 0.23397} {"mode": "val", "epoch": 4, "iter": 1031, "lr": 0.02496, "top1_acc": 0.6718, "top5_acc": 0.9314} {"mode": "train", "epoch": 5, "iter": 100, "lr": 0.02496, "memory": 6499, "data_time": 0.17691, "top1_acc": 0.68938, "top5_acc": 0.95, "loss_cls": 2.32054, "loss": 2.32054, "time": 0.41087} {"mode": "train", "epoch": 5, "iter": 200, "lr": 0.02495, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.67438, "top5_acc": 0.93312, "loss_cls": 2.43085, "loss": 2.43085, "time": 0.23482} {"mode": "train", "epoch": 5, "iter": 300, "lr": 0.02495, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.67812, "top5_acc": 0.93875, "loss_cls": 2.45275, "loss": 2.45275, "time": 0.23336} {"mode": "train", "epoch": 5, "iter": 400, "lr": 0.02495, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.69562, "top5_acc": 0.9475, "loss_cls": 2.33511, "loss": 2.33511, "time": 0.23332} {"mode": "train", "epoch": 5, "iter": 500, "lr": 0.02495, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.68062, "top5_acc": 0.9375, "loss_cls": 2.42676, "loss": 2.42676, "time": 0.23332} {"mode": "train", "epoch": 5, "iter": 600, "lr": 0.02495, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.6775, "top5_acc": 0.94688, "loss_cls": 2.42363, "loss": 2.42363, "time": 0.23441} {"mode": "train", "epoch": 5, "iter": 700, "lr": 0.02495, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.68938, "top5_acc": 0.95, "loss_cls": 2.34927, "loss": 2.34927, "time": 0.2339} {"mode": "train", "epoch": 5, "iter": 800, "lr": 0.02495, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.70625, "top5_acc": 0.94062, "loss_cls": 2.30107, "loss": 2.30107, "time": 0.2329} {"mode": "train", "epoch": 5, "iter": 900, "lr": 0.02495, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.68688, "top5_acc": 0.93312, "loss_cls": 2.43131, "loss": 2.43131, "time": 0.23427} {"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.02495, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.69375, "top5_acc": 0.93812, "loss_cls": 2.36257, "loss": 2.36257, "time": 0.23359} {"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.02495, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.66688, "top5_acc": 0.94125, "loss_cls": 2.48318, "loss": 2.48318, "time": 0.23374} {"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.02495, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.67938, "top5_acc": 0.94312, "loss_cls": 2.43223, "loss": 2.43223, "time": 0.23422} {"mode": "train", "epoch": 5, "iter": 1300, "lr": 0.02494, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.70688, "top5_acc": 0.95625, "loss_cls": 2.29137, "loss": 2.29137, "time": 0.23489} {"mode": "train", "epoch": 5, "iter": 1400, "lr": 0.02494, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.70938, "top5_acc": 0.94688, "loss_cls": 2.2934, "loss": 2.2934, "time": 0.23328} {"mode": "train", "epoch": 5, "iter": 1500, "lr": 0.02494, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.69312, "top5_acc": 0.9375, "loss_cls": 2.40865, "loss": 2.40865, "time": 0.23368} {"mode": "train", "epoch": 5, "iter": 1600, "lr": 0.02494, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.69688, "top5_acc": 0.94562, "loss_cls": 2.3434, "loss": 2.3434, "time": 0.23325} {"mode": "train", "epoch": 5, "iter": 1700, "lr": 0.02494, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.70188, "top5_acc": 0.9475, "loss_cls": 2.28057, "loss": 2.28057, "time": 0.2336} {"mode": "train", "epoch": 5, "iter": 1800, "lr": 0.02494, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.69312, "top5_acc": 0.94062, "loss_cls": 2.34486, "loss": 2.34486, "time": 0.23431} {"mode": "train", "epoch": 5, "iter": 1900, "lr": 0.02494, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.685, "top5_acc": 0.94312, "loss_cls": 2.39388, "loss": 2.39388, "time": 0.23486} {"mode": "train", "epoch": 5, "iter": 2000, "lr": 0.02494, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.6875, "top5_acc": 0.94125, "loss_cls": 2.37186, "loss": 2.37186, "time": 0.23432} {"mode": "train", "epoch": 5, "iter": 2100, "lr": 0.02494, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.70938, "top5_acc": 0.94625, "loss_cls": 2.30938, "loss": 2.30938, "time": 0.23421} {"mode": "train", "epoch": 5, "iter": 2200, "lr": 0.02493, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.70562, "top5_acc": 0.94688, "loss_cls": 2.32303, "loss": 2.32303, "time": 0.23403} {"mode": "train", "epoch": 5, "iter": 2300, "lr": 0.02493, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.69062, "top5_acc": 0.95188, "loss_cls": 2.30387, "loss": 2.30387, "time": 0.23422} {"mode": "train", "epoch": 5, "iter": 2400, "lr": 0.02493, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.70562, "top5_acc": 0.94188, "loss_cls": 2.26975, "loss": 2.26975, "time": 0.23511} {"mode": "train", "epoch": 5, "iter": 2500, "lr": 0.02493, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.68938, "top5_acc": 0.9425, "loss_cls": 2.3746, "loss": 2.3746, "time": 0.23466} {"mode": "val", "epoch": 5, "iter": 1031, "lr": 0.02493, "top1_acc": 0.67799, "top5_acc": 0.94062} {"mode": "train", "epoch": 6, "iter": 100, "lr": 0.02493, "memory": 6499, "data_time": 0.18786, "top1_acc": 0.7025, "top5_acc": 0.94688, "loss_cls": 2.30403, "loss": 2.30403, "time": 0.42446} {"mode": "train", "epoch": 6, "iter": 200, "lr": 0.02493, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.71062, "top5_acc": 0.95562, "loss_cls": 2.23521, "loss": 2.23521, "time": 0.23496} {"mode": "train", "epoch": 6, "iter": 300, "lr": 0.02493, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.71312, "top5_acc": 0.95688, "loss_cls": 2.25755, "loss": 2.25755, "time": 0.2335} {"mode": "train", "epoch": 6, "iter": 400, "lr": 0.02493, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.715, "top5_acc": 0.94938, "loss_cls": 2.26067, "loss": 2.26067, "time": 0.23359} {"mode": "train", "epoch": 6, "iter": 500, "lr": 0.02493, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.70875, "top5_acc": 0.94875, "loss_cls": 2.28526, "loss": 2.28526, "time": 0.23453} {"mode": "train", "epoch": 6, "iter": 600, "lr": 0.02492, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.6975, "top5_acc": 0.955, "loss_cls": 2.31669, "loss": 2.31669, "time": 0.23397} {"mode": "train", "epoch": 6, "iter": 700, "lr": 0.02492, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.71062, "top5_acc": 0.95938, "loss_cls": 2.23938, "loss": 2.23938, "time": 0.2334} {"mode": "train", "epoch": 6, "iter": 800, "lr": 0.02492, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.70188, "top5_acc": 0.96062, "loss_cls": 2.27171, "loss": 2.27171, "time": 0.2338} {"mode": "train", "epoch": 6, "iter": 900, "lr": 0.02492, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.71062, "top5_acc": 0.95375, "loss_cls": 2.27989, "loss": 2.27989, "time": 0.23404} {"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.02492, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.71375, "top5_acc": 0.94562, "loss_cls": 2.24881, "loss": 2.24881, "time": 0.23341} {"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.02492, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.73188, "top5_acc": 0.96, "loss_cls": 2.17075, "loss": 2.17075, "time": 0.23319} {"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.02492, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.73375, "top5_acc": 0.94625, "loss_cls": 2.15774, "loss": 2.15774, "time": 0.23339} {"mode": "train", "epoch": 6, "iter": 1300, "lr": 0.02492, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.715, "top5_acc": 0.94875, "loss_cls": 2.25464, "loss": 2.25464, "time": 0.23473} {"mode": "train", "epoch": 6, "iter": 1400, "lr": 0.02492, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.71375, "top5_acc": 0.95625, "loss_cls": 2.26137, "loss": 2.26137, "time": 0.234} {"mode": "train", "epoch": 6, "iter": 1500, "lr": 0.02491, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.69875, "top5_acc": 0.95375, "loss_cls": 2.29673, "loss": 2.29673, "time": 0.23291} {"mode": "train", "epoch": 6, "iter": 1600, "lr": 0.02491, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.72375, "top5_acc": 0.9525, "loss_cls": 2.20177, "loss": 2.20177, "time": 0.23409} {"mode": "train", "epoch": 6, "iter": 1700, "lr": 0.02491, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.73938, "top5_acc": 0.94688, "loss_cls": 2.20616, "loss": 2.20616, "time": 0.23498} {"mode": "train", "epoch": 6, "iter": 1800, "lr": 0.02491, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.72062, "top5_acc": 0.95125, "loss_cls": 2.23503, "loss": 2.23503, "time": 0.23403} {"mode": "train", "epoch": 6, "iter": 1900, "lr": 0.02491, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.72688, "top5_acc": 0.94625, "loss_cls": 2.16862, "loss": 2.16862, "time": 0.23498} {"mode": "train", "epoch": 6, "iter": 2000, "lr": 0.02491, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.71812, "top5_acc": 0.9575, "loss_cls": 2.18941, "loss": 2.18941, "time": 0.23448} {"mode": "train", "epoch": 6, "iter": 2100, "lr": 0.02491, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.70812, "top5_acc": 0.9525, "loss_cls": 2.23221, "loss": 2.23221, "time": 0.23376} {"mode": "train", "epoch": 6, "iter": 2200, "lr": 0.02491, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7175, "top5_acc": 0.94938, "loss_cls": 2.23008, "loss": 2.23008, "time": 0.23361} {"mode": "train", "epoch": 6, "iter": 2300, "lr": 0.0249, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.70312, "top5_acc": 0.95438, "loss_cls": 2.25469, "loss": 2.25469, "time": 0.23417} {"mode": "train", "epoch": 6, "iter": 2400, "lr": 0.0249, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.73938, "top5_acc": 0.94625, "loss_cls": 2.17864, "loss": 2.17864, "time": 0.23447} {"mode": "train", "epoch": 6, "iter": 2500, "lr": 0.0249, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.72812, "top5_acc": 0.95625, "loss_cls": 2.18746, "loss": 2.18746, "time": 0.23433} {"mode": "val", "epoch": 6, "iter": 1031, "lr": 0.0249, "top1_acc": 0.72008, "top5_acc": 0.95008} {"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0249, "memory": 6499, "data_time": 0.18741, "top1_acc": 0.73125, "top5_acc": 0.96312, "loss_cls": 2.15465, "loss": 2.15465, "time": 0.4252} {"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0249, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.73688, "top5_acc": 0.95, "loss_cls": 2.18343, "loss": 2.18343, "time": 0.23668} {"mode": "train", "epoch": 7, "iter": 300, "lr": 0.0249, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.74188, "top5_acc": 0.9575, "loss_cls": 2.14516, "loss": 2.14516, "time": 0.2359} {"mode": "train", "epoch": 7, "iter": 400, "lr": 0.0249, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.7325, "top5_acc": 0.9575, "loss_cls": 2.13046, "loss": 2.13046, "time": 0.23497} {"mode": "train", "epoch": 7, "iter": 500, "lr": 0.02489, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75438, "top5_acc": 0.95625, "loss_cls": 2.05938, "loss": 2.05938, "time": 0.23432} {"mode": "train", "epoch": 7, "iter": 600, "lr": 0.02489, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.74938, "top5_acc": 0.95312, "loss_cls": 2.10396, "loss": 2.10396, "time": 0.23421} {"mode": "train", "epoch": 7, "iter": 700, "lr": 0.02489, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.72438, "top5_acc": 0.94625, "loss_cls": 2.20378, "loss": 2.20378, "time": 0.23446} {"mode": "train", "epoch": 7, "iter": 800, "lr": 0.02489, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.73062, "top5_acc": 0.95438, "loss_cls": 2.18419, "loss": 2.18419, "time": 0.23458} {"mode": "train", "epoch": 7, "iter": 900, "lr": 0.02489, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75375, "top5_acc": 0.96438, "loss_cls": 2.0635, "loss": 2.0635, "time": 0.23583} {"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.02489, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.73438, "top5_acc": 0.95375, "loss_cls": 2.18465, "loss": 2.18465, "time": 0.23585} {"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.02489, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.72, "top5_acc": 0.94875, "loss_cls": 2.19583, "loss": 2.19583, "time": 0.23506} {"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.02489, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.72062, "top5_acc": 0.95375, "loss_cls": 2.22156, "loss": 2.22156, "time": 0.23461} {"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.02488, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.74938, "top5_acc": 0.95938, "loss_cls": 2.08365, "loss": 2.08365, "time": 0.23532} {"mode": "train", "epoch": 7, "iter": 1400, "lr": 0.02488, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.725, "top5_acc": 0.96188, "loss_cls": 2.17854, "loss": 2.17854, "time": 0.23464} {"mode": "train", "epoch": 7, "iter": 1500, "lr": 0.02488, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.72312, "top5_acc": 0.95375, "loss_cls": 2.17469, "loss": 2.17469, "time": 0.23569} {"mode": "train", "epoch": 7, "iter": 1600, "lr": 0.02488, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.75438, "top5_acc": 0.94938, "loss_cls": 2.09643, "loss": 2.09643, "time": 0.23621} {"mode": "train", "epoch": 7, "iter": 1700, "lr": 0.02488, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.75562, "top5_acc": 0.95688, "loss_cls": 2.08945, "loss": 2.08945, "time": 0.23565} {"mode": "train", "epoch": 7, "iter": 1800, "lr": 0.02488, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.7275, "top5_acc": 0.9525, "loss_cls": 2.13699, "loss": 2.13699, "time": 0.23553} {"mode": "train", "epoch": 7, "iter": 1900, "lr": 0.02488, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.72875, "top5_acc": 0.95812, "loss_cls": 2.17942, "loss": 2.17942, "time": 0.23475} {"mode": "train", "epoch": 7, "iter": 2000, "lr": 0.02487, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.735, "top5_acc": 0.95, "loss_cls": 2.1606, "loss": 2.1606, "time": 0.23547} {"mode": "train", "epoch": 7, "iter": 2100, "lr": 0.02487, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.71938, "top5_acc": 0.945, "loss_cls": 2.24294, "loss": 2.24294, "time": 0.23456} {"mode": "train", "epoch": 7, "iter": 2200, "lr": 0.02487, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.735, "top5_acc": 0.95562, "loss_cls": 2.13937, "loss": 2.13937, "time": 0.2355} {"mode": "train", "epoch": 7, "iter": 2300, "lr": 0.02487, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.73625, "top5_acc": 0.95688, "loss_cls": 2.1163, "loss": 2.1163, "time": 0.23577} {"mode": "train", "epoch": 7, "iter": 2400, "lr": 0.02487, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.735, "top5_acc": 0.95125, "loss_cls": 2.16164, "loss": 2.16164, "time": 0.23534} {"mode": "train", "epoch": 7, "iter": 2500, "lr": 0.02487, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.72125, "top5_acc": 0.94438, "loss_cls": 2.2364, "loss": 2.2364, "time": 0.23527} {"mode": "val", "epoch": 7, "iter": 1031, "lr": 0.02487, "top1_acc": 0.72578, "top5_acc": 0.95087} {"mode": "train", "epoch": 8, "iter": 100, "lr": 0.02486, "memory": 6499, "data_time": 0.18281, "top1_acc": 0.73875, "top5_acc": 0.965, "loss_cls": 2.13419, "loss": 2.13419, "time": 0.41718} {"mode": "train", "epoch": 8, "iter": 200, "lr": 0.02486, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.72875, "top5_acc": 0.95562, "loss_cls": 2.15944, "loss": 2.15944, "time": 0.23378} {"mode": "train", "epoch": 8, "iter": 300, "lr": 0.02486, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.755, "top5_acc": 0.95688, "loss_cls": 2.07251, "loss": 2.07251, "time": 0.2346} {"mode": "train", "epoch": 8, "iter": 400, "lr": 0.02486, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.74875, "top5_acc": 0.95938, "loss_cls": 2.07697, "loss": 2.07697, "time": 0.2331} {"mode": "train", "epoch": 8, "iter": 500, "lr": 0.02486, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.74938, "top5_acc": 0.96562, "loss_cls": 2.07314, "loss": 2.07314, "time": 0.23453} {"mode": "train", "epoch": 8, "iter": 600, "lr": 0.02486, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.73375, "top5_acc": 0.95875, "loss_cls": 2.14257, "loss": 2.14257, "time": 0.23381} {"mode": "train", "epoch": 8, "iter": 700, "lr": 0.02486, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.74125, "top5_acc": 0.95438, "loss_cls": 2.112, "loss": 2.112, "time": 0.23441} {"mode": "train", "epoch": 8, "iter": 800, "lr": 0.02485, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.73125, "top5_acc": 0.95688, "loss_cls": 2.16037, "loss": 2.16037, "time": 0.2345} {"mode": "train", "epoch": 8, "iter": 900, "lr": 0.02485, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.7475, "top5_acc": 0.965, "loss_cls": 2.05487, "loss": 2.05487, "time": 0.23407} {"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.02485, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.75125, "top5_acc": 0.9525, "loss_cls": 2.08012, "loss": 2.08012, "time": 0.23473} {"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.02485, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.75562, "top5_acc": 0.96375, "loss_cls": 2.0602, "loss": 2.0602, "time": 0.23496} {"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.02485, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.7425, "top5_acc": 0.95, "loss_cls": 2.12915, "loss": 2.12915, "time": 0.23473} {"mode": "train", "epoch": 8, "iter": 1300, "lr": 0.02485, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.75625, "top5_acc": 0.95938, "loss_cls": 2.06046, "loss": 2.06046, "time": 0.23402} {"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.02484, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.735, "top5_acc": 0.9675, "loss_cls": 2.10887, "loss": 2.10887, "time": 0.23432} {"mode": "train", "epoch": 8, "iter": 1500, "lr": 0.02484, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.75125, "top5_acc": 0.96, "loss_cls": 2.05222, "loss": 2.05222, "time": 0.23438} {"mode": "train", "epoch": 8, "iter": 1600, "lr": 0.02484, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.74875, "top5_acc": 0.96812, "loss_cls": 2.10176, "loss": 2.10176, "time": 0.23392} {"mode": "train", "epoch": 8, "iter": 1700, "lr": 0.02484, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77438, "top5_acc": 0.96562, "loss_cls": 1.95088, "loss": 1.95088, "time": 0.23419} {"mode": "train", "epoch": 8, "iter": 1800, "lr": 0.02484, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.72625, "top5_acc": 0.95062, "loss_cls": 2.21123, "loss": 2.21123, "time": 0.23384} {"mode": "train", "epoch": 8, "iter": 1900, "lr": 0.02484, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.74688, "top5_acc": 0.95688, "loss_cls": 2.07329, "loss": 2.07329, "time": 0.23456} {"mode": "train", "epoch": 8, "iter": 2000, "lr": 0.02483, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.73812, "top5_acc": 0.95625, "loss_cls": 2.1357, "loss": 2.1357, "time": 0.23437} {"mode": "train", "epoch": 8, "iter": 2100, "lr": 0.02483, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.71938, "top5_acc": 0.95312, "loss_cls": 2.21269, "loss": 2.21269, "time": 0.23328} {"mode": "train", "epoch": 8, "iter": 2200, "lr": 0.02483, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.74812, "top5_acc": 0.96438, "loss_cls": 2.06254, "loss": 2.06254, "time": 0.23433} {"mode": "train", "epoch": 8, "iter": 2300, "lr": 0.02483, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.7375, "top5_acc": 0.95438, "loss_cls": 2.14402, "loss": 2.14402, "time": 0.23364} {"mode": "train", "epoch": 8, "iter": 2400, "lr": 0.02483, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.73125, "top5_acc": 0.95625, "loss_cls": 2.15152, "loss": 2.15152, "time": 0.23419} {"mode": "train", "epoch": 8, "iter": 2500, "lr": 0.02483, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.74812, "top5_acc": 0.96125, "loss_cls": 2.08872, "loss": 2.08872, "time": 0.23463} {"mode": "val", "epoch": 8, "iter": 1031, "lr": 0.02482, "top1_acc": 0.73312, "top5_acc": 0.95275} {"mode": "train", "epoch": 9, "iter": 100, "lr": 0.02482, "memory": 6499, "data_time": 0.18203, "top1_acc": 0.75625, "top5_acc": 0.96062, "loss_cls": 2.02823, "loss": 2.02823, "time": 0.41716} {"mode": "train", "epoch": 9, "iter": 200, "lr": 0.02482, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7625, "top5_acc": 0.96688, "loss_cls": 2.04254, "loss": 2.04254, "time": 0.2348} {"mode": "train", "epoch": 9, "iter": 300, "lr": 0.02482, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.73562, "top5_acc": 0.96125, "loss_cls": 2.13308, "loss": 2.13308, "time": 0.23388} {"mode": "train", "epoch": 9, "iter": 400, "lr": 0.02482, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76875, "top5_acc": 0.97375, "loss_cls": 1.96983, "loss": 1.96983, "time": 0.23386} {"mode": "train", "epoch": 9, "iter": 500, "lr": 0.02482, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76625, "top5_acc": 0.96, "loss_cls": 2.01787, "loss": 2.01787, "time": 0.2341} {"mode": "train", "epoch": 9, "iter": 600, "lr": 0.02481, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.73562, "top5_acc": 0.96188, "loss_cls": 2.14401, "loss": 2.14401, "time": 0.23388} {"mode": "train", "epoch": 9, "iter": 700, "lr": 0.02481, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75, "top5_acc": 0.965, "loss_cls": 2.04258, "loss": 2.04258, "time": 0.23461} {"mode": "train", "epoch": 9, "iter": 800, "lr": 0.02481, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.74, "top5_acc": 0.95438, "loss_cls": 2.12091, "loss": 2.12091, "time": 0.23446} {"mode": "train", "epoch": 9, "iter": 900, "lr": 0.02481, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76125, "top5_acc": 0.96438, "loss_cls": 2.00907, "loss": 2.00907, "time": 0.23448} {"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.02481, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.74125, "top5_acc": 0.96, "loss_cls": 2.09141, "loss": 2.09141, "time": 0.23463} {"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.02481, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75938, "top5_acc": 0.96125, "loss_cls": 2.03724, "loss": 2.03724, "time": 0.23384} {"mode": "train", "epoch": 9, "iter": 1200, "lr": 0.0248, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.77062, "top5_acc": 0.965, "loss_cls": 1.96023, "loss": 1.96023, "time": 0.2338} {"mode": "train", "epoch": 9, "iter": 1300, "lr": 0.0248, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7675, "top5_acc": 0.96438, "loss_cls": 1.98022, "loss": 1.98022, "time": 0.23512} {"mode": "train", "epoch": 9, "iter": 1400, "lr": 0.0248, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.74625, "top5_acc": 0.97062, "loss_cls": 2.07376, "loss": 2.07376, "time": 0.23354} {"mode": "train", "epoch": 9, "iter": 1500, "lr": 0.0248, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.75125, "top5_acc": 0.95688, "loss_cls": 2.07947, "loss": 2.07947, "time": 0.23413} {"mode": "train", "epoch": 9, "iter": 1600, "lr": 0.0248, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76875, "top5_acc": 0.95562, "loss_cls": 2.006, "loss": 2.006, "time": 0.23444} {"mode": "train", "epoch": 9, "iter": 1700, "lr": 0.02479, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76438, "top5_acc": 0.9625, "loss_cls": 2.00039, "loss": 2.00039, "time": 0.23471} {"mode": "train", "epoch": 9, "iter": 1800, "lr": 0.02479, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.73188, "top5_acc": 0.94938, "loss_cls": 2.14328, "loss": 2.14328, "time": 0.23427} {"mode": "train", "epoch": 9, "iter": 1900, "lr": 0.02479, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76062, "top5_acc": 0.95812, "loss_cls": 2.05799, "loss": 2.05799, "time": 0.2341} {"mode": "train", "epoch": 9, "iter": 2000, "lr": 0.02479, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.76812, "top5_acc": 0.96312, "loss_cls": 1.97465, "loss": 1.97465, "time": 0.23434} {"mode": "train", "epoch": 9, "iter": 2100, "lr": 0.02479, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.74875, "top5_acc": 0.955, "loss_cls": 2.07802, "loss": 2.07802, "time": 0.23411} {"mode": "train", "epoch": 9, "iter": 2200, "lr": 0.02478, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76875, "top5_acc": 0.965, "loss_cls": 1.97817, "loss": 1.97817, "time": 0.23399} {"mode": "train", "epoch": 9, "iter": 2300, "lr": 0.02478, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75438, "top5_acc": 0.95625, "loss_cls": 2.08426, "loss": 2.08426, "time": 0.2343} {"mode": "train", "epoch": 9, "iter": 2400, "lr": 0.02478, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.75312, "top5_acc": 0.95812, "loss_cls": 2.05437, "loss": 2.05437, "time": 0.23355} {"mode": "train", "epoch": 9, "iter": 2500, "lr": 0.02478, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77562, "top5_acc": 0.965, "loss_cls": 1.97403, "loss": 1.97403, "time": 0.23341} {"mode": "val", "epoch": 9, "iter": 1031, "lr": 0.02478, "top1_acc": 0.75344, "top5_acc": 0.96076} {"mode": "train", "epoch": 10, "iter": 100, "lr": 0.02478, "memory": 6499, "data_time": 0.19078, "top1_acc": 0.76625, "top5_acc": 0.96375, "loss_cls": 2.01464, "loss": 2.01464, "time": 0.42786} {"mode": "train", "epoch": 10, "iter": 200, "lr": 0.02477, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.75625, "top5_acc": 0.96312, "loss_cls": 2.02339, "loss": 2.02339, "time": 0.23686} {"mode": "train", "epoch": 10, "iter": 300, "lr": 0.02477, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.77438, "top5_acc": 0.96188, "loss_cls": 1.97413, "loss": 1.97413, "time": 0.23507} {"mode": "train", "epoch": 10, "iter": 400, "lr": 0.02477, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.76375, "top5_acc": 0.965, "loss_cls": 1.95902, "loss": 1.95902, "time": 0.23442} {"mode": "train", "epoch": 10, "iter": 500, "lr": 0.02477, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.74688, "top5_acc": 0.96062, "loss_cls": 2.03058, "loss": 2.03058, "time": 0.23575} {"mode": "train", "epoch": 10, "iter": 600, "lr": 0.02477, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76688, "top5_acc": 0.9625, "loss_cls": 1.98383, "loss": 1.98383, "time": 0.23543} {"mode": "train", "epoch": 10, "iter": 700, "lr": 0.02476, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.74438, "top5_acc": 0.96188, "loss_cls": 2.07057, "loss": 2.07057, "time": 0.23602} {"mode": "train", "epoch": 10, "iter": 800, "lr": 0.02476, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.75375, "top5_acc": 0.96812, "loss_cls": 2.02792, "loss": 2.02792, "time": 0.23519} {"mode": "train", "epoch": 10, "iter": 900, "lr": 0.02476, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7775, "top5_acc": 0.965, "loss_cls": 1.97311, "loss": 1.97311, "time": 0.23576} {"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.02476, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.77625, "top5_acc": 0.955, "loss_cls": 2.00592, "loss": 2.00592, "time": 0.2344} {"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.02476, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.79312, "top5_acc": 0.9725, "loss_cls": 1.84405, "loss": 1.84405, "time": 0.23628} {"mode": "train", "epoch": 10, "iter": 1200, "lr": 0.02475, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.76375, "top5_acc": 0.96438, "loss_cls": 1.98444, "loss": 1.98444, "time": 0.23522} {"mode": "train", "epoch": 10, "iter": 1300, "lr": 0.02475, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79125, "top5_acc": 0.96312, "loss_cls": 1.91599, "loss": 1.91599, "time": 0.23485} {"mode": "train", "epoch": 10, "iter": 1400, "lr": 0.02475, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.76625, "top5_acc": 0.95938, "loss_cls": 1.98028, "loss": 1.98028, "time": 0.2358} {"mode": "train", "epoch": 10, "iter": 1500, "lr": 0.02475, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.75125, "top5_acc": 0.96375, "loss_cls": 2.0499, "loss": 2.0499, "time": 0.23441} {"mode": "train", "epoch": 10, "iter": 1600, "lr": 0.02475, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.75375, "top5_acc": 0.96438, "loss_cls": 2.03515, "loss": 2.03515, "time": 0.2359} {"mode": "train", "epoch": 10, "iter": 1700, "lr": 0.02474, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.74625, "top5_acc": 0.96688, "loss_cls": 2.0769, "loss": 2.0769, "time": 0.23465} {"mode": "train", "epoch": 10, "iter": 1800, "lr": 0.02474, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.76438, "top5_acc": 0.965, "loss_cls": 1.9949, "loss": 1.9949, "time": 0.23485} {"mode": "train", "epoch": 10, "iter": 1900, "lr": 0.02474, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.78125, "top5_acc": 0.96875, "loss_cls": 1.89634, "loss": 1.89634, "time": 0.235} {"mode": "train", "epoch": 10, "iter": 2000, "lr": 0.02474, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.75688, "top5_acc": 0.96625, "loss_cls": 2.00311, "loss": 2.00311, "time": 0.23534} {"mode": "train", "epoch": 10, "iter": 2100, "lr": 0.02474, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.75188, "top5_acc": 0.95625, "loss_cls": 2.05844, "loss": 2.05844, "time": 0.23604} {"mode": "train", "epoch": 10, "iter": 2200, "lr": 0.02473, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.75812, "top5_acc": 0.95375, "loss_cls": 2.05343, "loss": 2.05343, "time": 0.23444} {"mode": "train", "epoch": 10, "iter": 2300, "lr": 0.02473, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.76188, "top5_acc": 0.97562, "loss_cls": 1.98008, "loss": 1.98008, "time": 0.23651} {"mode": "train", "epoch": 10, "iter": 2400, "lr": 0.02473, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.78188, "top5_acc": 0.97, "loss_cls": 1.92133, "loss": 1.92133, "time": 0.23598} {"mode": "train", "epoch": 10, "iter": 2500, "lr": 0.02473, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.755, "top5_acc": 0.95812, "loss_cls": 2.03325, "loss": 2.03325, "time": 0.23575} {"mode": "val", "epoch": 10, "iter": 1031, "lr": 0.02473, "top1_acc": 0.75605, "top5_acc": 0.96288} {"mode": "train", "epoch": 11, "iter": 100, "lr": 0.02472, "memory": 6499, "data_time": 0.18301, "top1_acc": 0.77312, "top5_acc": 0.96875, "loss_cls": 1.9494, "loss": 1.9494, "time": 0.41858} {"mode": "train", "epoch": 11, "iter": 200, "lr": 0.02472, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77, "top5_acc": 0.9725, "loss_cls": 1.95815, "loss": 1.95815, "time": 0.2346} {"mode": "train", "epoch": 11, "iter": 300, "lr": 0.02472, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76938, "top5_acc": 0.96062, "loss_cls": 1.96822, "loss": 1.96822, "time": 0.236} {"mode": "train", "epoch": 11, "iter": 400, "lr": 0.02472, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78125, "top5_acc": 0.96625, "loss_cls": 1.93283, "loss": 1.93283, "time": 0.23515} {"mode": "train", "epoch": 11, "iter": 500, "lr": 0.02472, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.765, "top5_acc": 0.96625, "loss_cls": 2.01459, "loss": 2.01459, "time": 0.23506} {"mode": "train", "epoch": 11, "iter": 600, "lr": 0.02471, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.75812, "top5_acc": 0.96312, "loss_cls": 2.01535, "loss": 2.01535, "time": 0.23545} {"mode": "train", "epoch": 11, "iter": 700, "lr": 0.02471, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.77688, "top5_acc": 0.97062, "loss_cls": 1.91213, "loss": 1.91213, "time": 0.23478} {"mode": "train", "epoch": 11, "iter": 800, "lr": 0.02471, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.74875, "top5_acc": 0.96188, "loss_cls": 2.03984, "loss": 2.03984, "time": 0.23601} {"mode": "train", "epoch": 11, "iter": 900, "lr": 0.02471, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76375, "top5_acc": 0.97125, "loss_cls": 1.94494, "loss": 1.94494, "time": 0.23478} {"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.0247, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7625, "top5_acc": 0.96, "loss_cls": 2.0211, "loss": 2.0211, "time": 0.23501} {"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.0247, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.76188, "top5_acc": 0.96062, "loss_cls": 2.02769, "loss": 2.02769, "time": 0.23553} {"mode": "train", "epoch": 11, "iter": 1200, "lr": 0.0247, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75875, "top5_acc": 0.96, "loss_cls": 2.03469, "loss": 2.03469, "time": 0.23564} {"mode": "train", "epoch": 11, "iter": 1300, "lr": 0.0247, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.75812, "top5_acc": 0.96, "loss_cls": 2.02705, "loss": 2.02705, "time": 0.23499} {"mode": "train", "epoch": 11, "iter": 1400, "lr": 0.0247, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77, "top5_acc": 0.96688, "loss_cls": 1.98897, "loss": 1.98897, "time": 0.23484} {"mode": "train", "epoch": 11, "iter": 1500, "lr": 0.02469, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.76688, "top5_acc": 0.96875, "loss_cls": 1.97248, "loss": 1.97248, "time": 0.2353} {"mode": "train", "epoch": 11, "iter": 1600, "lr": 0.02469, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78125, "top5_acc": 0.96312, "loss_cls": 1.93054, "loss": 1.93054, "time": 0.23509} {"mode": "train", "epoch": 11, "iter": 1700, "lr": 0.02469, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.76, "top5_acc": 0.96562, "loss_cls": 2.00176, "loss": 2.00176, "time": 0.23614} {"mode": "train", "epoch": 11, "iter": 1800, "lr": 0.02469, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.78562, "top5_acc": 0.96188, "loss_cls": 1.91888, "loss": 1.91888, "time": 0.23552} {"mode": "train", "epoch": 11, "iter": 1900, "lr": 0.02468, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77375, "top5_acc": 0.96125, "loss_cls": 1.97285, "loss": 1.97285, "time": 0.23535} {"mode": "train", "epoch": 11, "iter": 2000, "lr": 0.02468, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77188, "top5_acc": 0.96438, "loss_cls": 1.95655, "loss": 1.95655, "time": 0.23466} {"mode": "train", "epoch": 11, "iter": 2100, "lr": 0.02468, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77438, "top5_acc": 0.96562, "loss_cls": 1.93359, "loss": 1.93359, "time": 0.23484} {"mode": "train", "epoch": 11, "iter": 2200, "lr": 0.02468, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.78125, "top5_acc": 0.96, "loss_cls": 1.93156, "loss": 1.93156, "time": 0.23476} {"mode": "train", "epoch": 11, "iter": 2300, "lr": 0.02467, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75938, "top5_acc": 0.96375, "loss_cls": 2.00395, "loss": 2.00395, "time": 0.23574} {"mode": "train", "epoch": 11, "iter": 2400, "lr": 0.02467, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.78188, "top5_acc": 0.96938, "loss_cls": 1.87928, "loss": 1.87928, "time": 0.23532} {"mode": "train", "epoch": 11, "iter": 2500, "lr": 0.02467, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7875, "top5_acc": 0.96438, "loss_cls": 1.91033, "loss": 1.91033, "time": 0.23453} {"mode": "val", "epoch": 11, "iter": 1031, "lr": 0.02467, "top1_acc": 0.77249, "top5_acc": 0.9633} {"mode": "train", "epoch": 12, "iter": 100, "lr": 0.02467, "memory": 6499, "data_time": 0.18428, "top1_acc": 0.79875, "top5_acc": 0.97375, "loss_cls": 1.82653, "loss": 1.82653, "time": 0.41969} {"mode": "train", "epoch": 12, "iter": 200, "lr": 0.02466, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79, "top5_acc": 0.96812, "loss_cls": 1.88671, "loss": 1.88671, "time": 0.23351} {"mode": "train", "epoch": 12, "iter": 300, "lr": 0.02466, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.76062, "top5_acc": 0.96562, "loss_cls": 1.9842, "loss": 1.9842, "time": 0.2335} {"mode": "train", "epoch": 12, "iter": 400, "lr": 0.02466, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.75125, "top5_acc": 0.96625, "loss_cls": 2.00367, "loss": 2.00367, "time": 0.23352} {"mode": "train", "epoch": 12, "iter": 500, "lr": 0.02466, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.78938, "top5_acc": 0.975, "loss_cls": 1.87879, "loss": 1.87879, "time": 0.23493} {"mode": "train", "epoch": 12, "iter": 600, "lr": 0.02466, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.77125, "top5_acc": 0.97125, "loss_cls": 1.95021, "loss": 1.95021, "time": 0.23431} {"mode": "train", "epoch": 12, "iter": 700, "lr": 0.02465, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.7825, "top5_acc": 0.97312, "loss_cls": 1.9098, "loss": 1.9098, "time": 0.23443} {"mode": "train", "epoch": 12, "iter": 800, "lr": 0.02465, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.765, "top5_acc": 0.96812, "loss_cls": 1.95396, "loss": 1.95396, "time": 0.23362} {"mode": "train", "epoch": 12, "iter": 900, "lr": 0.02465, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79688, "top5_acc": 0.97125, "loss_cls": 1.84672, "loss": 1.84672, "time": 0.23425} {"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.02465, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77938, "top5_acc": 0.96062, "loss_cls": 1.94682, "loss": 1.94682, "time": 0.23384} {"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.02464, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81062, "top5_acc": 0.97, "loss_cls": 1.79388, "loss": 1.79388, "time": 0.23416} {"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.02464, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.78375, "top5_acc": 0.96188, "loss_cls": 1.92258, "loss": 1.92258, "time": 0.2334} {"mode": "train", "epoch": 12, "iter": 1300, "lr": 0.02464, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79, "top5_acc": 0.96812, "loss_cls": 1.88751, "loss": 1.88751, "time": 0.23454} {"mode": "train", "epoch": 12, "iter": 1400, "lr": 0.02464, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.77438, "top5_acc": 0.96938, "loss_cls": 1.92768, "loss": 1.92768, "time": 0.23479} {"mode": "train", "epoch": 12, "iter": 1500, "lr": 0.02463, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79188, "top5_acc": 0.97188, "loss_cls": 1.82689, "loss": 1.82689, "time": 0.23415} {"mode": "train", "epoch": 12, "iter": 1600, "lr": 0.02463, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77188, "top5_acc": 0.96688, "loss_cls": 1.92309, "loss": 1.92309, "time": 0.23391} {"mode": "train", "epoch": 12, "iter": 1700, "lr": 0.02463, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80875, "top5_acc": 0.97812, "loss_cls": 1.78549, "loss": 1.78549, "time": 0.23348} {"mode": "train", "epoch": 12, "iter": 1800, "lr": 0.02463, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.77812, "top5_acc": 0.9675, "loss_cls": 1.92816, "loss": 1.92816, "time": 0.23425} {"mode": "train", "epoch": 12, "iter": 1900, "lr": 0.02462, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.77125, "top5_acc": 0.95875, "loss_cls": 1.99265, "loss": 1.99265, "time": 0.23474} {"mode": "train", "epoch": 12, "iter": 2000, "lr": 0.02462, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.78188, "top5_acc": 0.96562, "loss_cls": 1.90734, "loss": 1.90734, "time": 0.23429} {"mode": "train", "epoch": 12, "iter": 2100, "lr": 0.02462, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.80875, "top5_acc": 0.97438, "loss_cls": 1.79859, "loss": 1.79859, "time": 0.23492} {"mode": "train", "epoch": 12, "iter": 2200, "lr": 0.02462, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78188, "top5_acc": 0.96812, "loss_cls": 1.89848, "loss": 1.89848, "time": 0.23293} {"mode": "train", "epoch": 12, "iter": 2300, "lr": 0.02461, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77562, "top5_acc": 0.96375, "loss_cls": 1.95283, "loss": 1.95283, "time": 0.23357} {"mode": "train", "epoch": 12, "iter": 2400, "lr": 0.02461, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.78062, "top5_acc": 0.96312, "loss_cls": 1.90564, "loss": 1.90564, "time": 0.23415} {"mode": "train", "epoch": 12, "iter": 2500, "lr": 0.02461, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.78, "top5_acc": 0.9625, "loss_cls": 1.92979, "loss": 1.92979, "time": 0.23426} {"mode": "val", "epoch": 12, "iter": 1031, "lr": 0.02461, "top1_acc": 0.7475, "top5_acc": 0.95469} {"mode": "train", "epoch": 13, "iter": 100, "lr": 0.0246, "memory": 6499, "data_time": 0.17813, "top1_acc": 0.80188, "top5_acc": 0.97, "loss_cls": 1.8153, "loss": 1.8153, "time": 0.41163} {"mode": "train", "epoch": 13, "iter": 200, "lr": 0.0246, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79, "top5_acc": 0.96938, "loss_cls": 1.87228, "loss": 1.87228, "time": 0.23352} {"mode": "train", "epoch": 13, "iter": 300, "lr": 0.0246, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.775, "top5_acc": 0.96812, "loss_cls": 1.93445, "loss": 1.93445, "time": 0.23342} {"mode": "train", "epoch": 13, "iter": 400, "lr": 0.0246, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76875, "top5_acc": 0.96125, "loss_cls": 1.94321, "loss": 1.94321, "time": 0.23365} {"mode": "train", "epoch": 13, "iter": 500, "lr": 0.02459, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.80375, "top5_acc": 0.9725, "loss_cls": 1.79536, "loss": 1.79536, "time": 0.23472} {"mode": "train", "epoch": 13, "iter": 600, "lr": 0.02459, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.78812, "top5_acc": 0.97438, "loss_cls": 1.88183, "loss": 1.88183, "time": 0.23375} {"mode": "train", "epoch": 13, "iter": 700, "lr": 0.02459, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79062, "top5_acc": 0.9675, "loss_cls": 1.87102, "loss": 1.87102, "time": 0.23408} {"mode": "train", "epoch": 13, "iter": 800, "lr": 0.02459, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.77812, "top5_acc": 0.96438, "loss_cls": 1.9168, "loss": 1.9168, "time": 0.23432} {"mode": "train", "epoch": 13, "iter": 900, "lr": 0.02458, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.79062, "top5_acc": 0.96562, "loss_cls": 1.88695, "loss": 1.88695, "time": 0.23398} {"mode": "train", "epoch": 13, "iter": 1000, "lr": 0.02458, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79375, "top5_acc": 0.94938, "loss_cls": 1.9011, "loss": 1.9011, "time": 0.23477} {"mode": "train", "epoch": 13, "iter": 1100, "lr": 0.02458, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80875, "top5_acc": 0.96562, "loss_cls": 1.8193, "loss": 1.8193, "time": 0.23428} {"mode": "train", "epoch": 13, "iter": 1200, "lr": 0.02458, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78, "top5_acc": 0.95938, "loss_cls": 1.93057, "loss": 1.93057, "time": 0.23373} {"mode": "train", "epoch": 13, "iter": 1300, "lr": 0.02457, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79375, "top5_acc": 0.97062, "loss_cls": 1.8405, "loss": 1.8405, "time": 0.23529} {"mode": "train", "epoch": 13, "iter": 1400, "lr": 0.02457, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.77875, "top5_acc": 0.96312, "loss_cls": 1.94735, "loss": 1.94735, "time": 0.23339} {"mode": "train", "epoch": 13, "iter": 1500, "lr": 0.02457, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.775, "top5_acc": 0.96875, "loss_cls": 1.95147, "loss": 1.95147, "time": 0.2337} {"mode": "train", "epoch": 13, "iter": 1600, "lr": 0.02456, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.785, "top5_acc": 0.96625, "loss_cls": 1.91153, "loss": 1.91153, "time": 0.23416} {"mode": "train", "epoch": 13, "iter": 1700, "lr": 0.02456, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77125, "top5_acc": 0.96188, "loss_cls": 1.94283, "loss": 1.94283, "time": 0.23419} {"mode": "train", "epoch": 13, "iter": 1800, "lr": 0.02456, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78312, "top5_acc": 0.96562, "loss_cls": 1.86532, "loss": 1.86532, "time": 0.23498} {"mode": "train", "epoch": 13, "iter": 1900, "lr": 0.02456, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.7875, "top5_acc": 0.9675, "loss_cls": 1.85064, "loss": 1.85064, "time": 0.23408} {"mode": "train", "epoch": 13, "iter": 2000, "lr": 0.02455, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79875, "top5_acc": 0.96812, "loss_cls": 1.84673, "loss": 1.84673, "time": 0.23413} {"mode": "train", "epoch": 13, "iter": 2100, "lr": 0.02455, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78625, "top5_acc": 0.96438, "loss_cls": 1.88392, "loss": 1.88392, "time": 0.23522} {"mode": "train", "epoch": 13, "iter": 2200, "lr": 0.02455, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79125, "top5_acc": 0.97438, "loss_cls": 1.83562, "loss": 1.83562, "time": 0.23366} {"mode": "train", "epoch": 13, "iter": 2300, "lr": 0.02455, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.78125, "top5_acc": 0.97125, "loss_cls": 1.89555, "loss": 1.89555, "time": 0.23384} {"mode": "train", "epoch": 13, "iter": 2400, "lr": 0.02454, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76062, "top5_acc": 0.96062, "loss_cls": 2.00928, "loss": 2.00928, "time": 0.2346} {"mode": "train", "epoch": 13, "iter": 2500, "lr": 0.02454, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.78875, "top5_acc": 0.96688, "loss_cls": 1.88281, "loss": 1.88281, "time": 0.23379} {"mode": "val", "epoch": 13, "iter": 1031, "lr": 0.02454, "top1_acc": 0.75672, "top5_acc": 0.96252} {"mode": "train", "epoch": 14, "iter": 100, "lr": 0.02454, "memory": 6499, "data_time": 0.17826, "top1_acc": 0.79, "top5_acc": 0.96875, "loss_cls": 1.86585, "loss": 1.86585, "time": 0.41307} {"mode": "train", "epoch": 14, "iter": 200, "lr": 0.02453, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80375, "top5_acc": 0.9725, "loss_cls": 1.80105, "loss": 1.80105, "time": 0.23481} {"mode": "train", "epoch": 14, "iter": 300, "lr": 0.02453, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78, "top5_acc": 0.97, "loss_cls": 1.92421, "loss": 1.92421, "time": 0.23388} {"mode": "train", "epoch": 14, "iter": 400, "lr": 0.02453, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.805, "top5_acc": 0.96875, "loss_cls": 1.85458, "loss": 1.85458, "time": 0.2335} {"mode": "train", "epoch": 14, "iter": 500, "lr": 0.02453, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78562, "top5_acc": 0.97, "loss_cls": 1.85826, "loss": 1.85826, "time": 0.23331} {"mode": "train", "epoch": 14, "iter": 600, "lr": 0.02452, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.815, "top5_acc": 0.97312, "loss_cls": 1.77423, "loss": 1.77423, "time": 0.23382} {"mode": "train", "epoch": 14, "iter": 700, "lr": 0.02452, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78938, "top5_acc": 0.96, "loss_cls": 1.91898, "loss": 1.91898, "time": 0.23339} {"mode": "train", "epoch": 14, "iter": 800, "lr": 0.02452, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79188, "top5_acc": 0.97, "loss_cls": 1.87442, "loss": 1.87442, "time": 0.23345} {"mode": "train", "epoch": 14, "iter": 900, "lr": 0.02451, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79312, "top5_acc": 0.97312, "loss_cls": 1.86066, "loss": 1.86066, "time": 0.23395} {"mode": "train", "epoch": 14, "iter": 1000, "lr": 0.02451, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.805, "top5_acc": 0.9675, "loss_cls": 1.82054, "loss": 1.82054, "time": 0.23509} {"mode": "train", "epoch": 14, "iter": 1100, "lr": 0.02451, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78, "top5_acc": 0.9625, "loss_cls": 1.9196, "loss": 1.9196, "time": 0.23367} {"mode": "train", "epoch": 14, "iter": 1200, "lr": 0.02451, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76562, "top5_acc": 0.95812, "loss_cls": 2.00997, "loss": 2.00997, "time": 0.2339} {"mode": "train", "epoch": 14, "iter": 1300, "lr": 0.0245, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79375, "top5_acc": 0.97, "loss_cls": 1.85502, "loss": 1.85502, "time": 0.23344} {"mode": "train", "epoch": 14, "iter": 1400, "lr": 0.0245, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79875, "top5_acc": 0.97062, "loss_cls": 1.83995, "loss": 1.83995, "time": 0.23418} {"mode": "train", "epoch": 14, "iter": 1500, "lr": 0.0245, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.76812, "top5_acc": 0.96312, "loss_cls": 1.9447, "loss": 1.9447, "time": 0.23335} {"mode": "train", "epoch": 14, "iter": 1600, "lr": 0.02449, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78375, "top5_acc": 0.96312, "loss_cls": 1.89501, "loss": 1.89501, "time": 0.23426} {"mode": "train", "epoch": 14, "iter": 1700, "lr": 0.02449, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79125, "top5_acc": 0.97312, "loss_cls": 1.86769, "loss": 1.86769, "time": 0.23362} {"mode": "train", "epoch": 14, "iter": 1800, "lr": 0.02449, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79875, "top5_acc": 0.96438, "loss_cls": 1.84924, "loss": 1.84924, "time": 0.23404} {"mode": "train", "epoch": 14, "iter": 1900, "lr": 0.02448, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79938, "top5_acc": 0.9675, "loss_cls": 1.80436, "loss": 1.80436, "time": 0.23354} {"mode": "train", "epoch": 14, "iter": 2000, "lr": 0.02448, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79125, "top5_acc": 0.96562, "loss_cls": 1.87932, "loss": 1.87932, "time": 0.23375} {"mode": "train", "epoch": 14, "iter": 2100, "lr": 0.02448, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.7875, "top5_acc": 0.97, "loss_cls": 1.8964, "loss": 1.8964, "time": 0.23365} {"mode": "train", "epoch": 14, "iter": 2200, "lr": 0.02448, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78562, "top5_acc": 0.96938, "loss_cls": 1.88247, "loss": 1.88247, "time": 0.23395} {"mode": "train", "epoch": 14, "iter": 2300, "lr": 0.02447, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.795, "top5_acc": 0.97062, "loss_cls": 1.84784, "loss": 1.84784, "time": 0.23389} {"mode": "train", "epoch": 14, "iter": 2400, "lr": 0.02447, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79938, "top5_acc": 0.97375, "loss_cls": 1.80589, "loss": 1.80589, "time": 0.23365} {"mode": "train", "epoch": 14, "iter": 2500, "lr": 0.02447, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78562, "top5_acc": 0.96688, "loss_cls": 1.91522, "loss": 1.91522, "time": 0.23374} {"mode": "val", "epoch": 14, "iter": 1031, "lr": 0.02447, "top1_acc": 0.78801, "top5_acc": 0.96628} {"mode": "train", "epoch": 15, "iter": 100, "lr": 0.02446, "memory": 6499, "data_time": 0.18118, "top1_acc": 0.78875, "top5_acc": 0.96938, "loss_cls": 1.85209, "loss": 1.85209, "time": 0.41629} {"mode": "train", "epoch": 15, "iter": 200, "lr": 0.02446, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.80375, "top5_acc": 0.97188, "loss_cls": 1.80754, "loss": 1.80754, "time": 0.23445} {"mode": "train", "epoch": 15, "iter": 300, "lr": 0.02446, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81938, "top5_acc": 0.97312, "loss_cls": 1.7702, "loss": 1.7702, "time": 0.23543} {"mode": "train", "epoch": 15, "iter": 400, "lr": 0.02445, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.79375, "top5_acc": 0.96875, "loss_cls": 1.86226, "loss": 1.86226, "time": 0.2353} {"mode": "train", "epoch": 15, "iter": 500, "lr": 0.02445, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80375, "top5_acc": 0.97375, "loss_cls": 1.83909, "loss": 1.83909, "time": 0.23351} {"mode": "train", "epoch": 15, "iter": 600, "lr": 0.02445, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80562, "top5_acc": 0.9825, "loss_cls": 1.81731, "loss": 1.81731, "time": 0.2349} {"mode": "train", "epoch": 15, "iter": 700, "lr": 0.02445, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79188, "top5_acc": 0.96062, "loss_cls": 1.87938, "loss": 1.87938, "time": 0.23448} {"mode": "train", "epoch": 15, "iter": 800, "lr": 0.02444, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77938, "top5_acc": 0.96938, "loss_cls": 1.91114, "loss": 1.91114, "time": 0.23452} {"mode": "train", "epoch": 15, "iter": 900, "lr": 0.02444, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.78438, "top5_acc": 0.96375, "loss_cls": 1.92067, "loss": 1.92067, "time": 0.235} {"mode": "train", "epoch": 15, "iter": 1000, "lr": 0.02444, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79562, "top5_acc": 0.96688, "loss_cls": 1.8582, "loss": 1.8582, "time": 0.23408} {"mode": "train", "epoch": 15, "iter": 1100, "lr": 0.02443, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79375, "top5_acc": 0.975, "loss_cls": 1.84386, "loss": 1.84386, "time": 0.23389} {"mode": "train", "epoch": 15, "iter": 1200, "lr": 0.02443, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80062, "top5_acc": 0.98062, "loss_cls": 1.79949, "loss": 1.79949, "time": 0.2337} {"mode": "train", "epoch": 15, "iter": 1300, "lr": 0.02443, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.79375, "top5_acc": 0.9675, "loss_cls": 1.82284, "loss": 1.82284, "time": 0.23461} {"mode": "train", "epoch": 15, "iter": 1400, "lr": 0.02442, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.77688, "top5_acc": 0.96938, "loss_cls": 1.91197, "loss": 1.91197, "time": 0.23475} {"mode": "train", "epoch": 15, "iter": 1500, "lr": 0.02442, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81312, "top5_acc": 0.9725, "loss_cls": 1.76692, "loss": 1.76692, "time": 0.23381} {"mode": "train", "epoch": 15, "iter": 1600, "lr": 0.02442, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.78938, "top5_acc": 0.97062, "loss_cls": 1.81055, "loss": 1.81055, "time": 0.23446} {"mode": "train", "epoch": 15, "iter": 1700, "lr": 0.02441, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78312, "top5_acc": 0.965, "loss_cls": 1.89408, "loss": 1.89408, "time": 0.23417} {"mode": "train", "epoch": 15, "iter": 1800, "lr": 0.02441, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78625, "top5_acc": 0.97, "loss_cls": 1.87811, "loss": 1.87811, "time": 0.234} {"mode": "train", "epoch": 15, "iter": 1900, "lr": 0.02441, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.77688, "top5_acc": 0.96125, "loss_cls": 1.95824, "loss": 1.95824, "time": 0.23387} {"mode": "train", "epoch": 15, "iter": 2000, "lr": 0.0244, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.79312, "top5_acc": 0.97188, "loss_cls": 1.85905, "loss": 1.85905, "time": 0.23489} {"mode": "train", "epoch": 15, "iter": 2100, "lr": 0.0244, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.77875, "top5_acc": 0.97, "loss_cls": 1.91079, "loss": 1.91079, "time": 0.23464} {"mode": "train", "epoch": 15, "iter": 2200, "lr": 0.0244, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79125, "top5_acc": 0.96938, "loss_cls": 1.86481, "loss": 1.86481, "time": 0.2348} {"mode": "train", "epoch": 15, "iter": 2300, "lr": 0.02439, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.79, "top5_acc": 0.96312, "loss_cls": 1.89372, "loss": 1.89372, "time": 0.23521} {"mode": "train", "epoch": 15, "iter": 2400, "lr": 0.02439, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77938, "top5_acc": 0.9675, "loss_cls": 1.89359, "loss": 1.89359, "time": 0.23365} {"mode": "train", "epoch": 15, "iter": 2500, "lr": 0.02439, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81375, "top5_acc": 0.9725, "loss_cls": 1.78576, "loss": 1.78576, "time": 0.23395} {"mode": "val", "epoch": 15, "iter": 1031, "lr": 0.02439, "top1_acc": 0.72863, "top5_acc": 0.95366} {"mode": "train", "epoch": 16, "iter": 100, "lr": 0.02439, "memory": 6499, "data_time": 0.18089, "top1_acc": 0.8075, "top5_acc": 0.97312, "loss_cls": 1.82102, "loss": 1.82102, "time": 0.41396} {"mode": "train", "epoch": 16, "iter": 200, "lr": 0.02438, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.80438, "top5_acc": 0.97, "loss_cls": 1.83407, "loss": 1.83407, "time": 0.23516} {"mode": "train", "epoch": 16, "iter": 300, "lr": 0.02438, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.81, "top5_acc": 0.9725, "loss_cls": 1.80014, "loss": 1.80014, "time": 0.23422} {"mode": "train", "epoch": 16, "iter": 400, "lr": 0.02438, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.80125, "top5_acc": 0.97562, "loss_cls": 1.83766, "loss": 1.83766, "time": 0.23368} {"mode": "train", "epoch": 16, "iter": 500, "lr": 0.02437, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.80375, "top5_acc": 0.97125, "loss_cls": 1.79369, "loss": 1.79369, "time": 0.23436} {"mode": "train", "epoch": 16, "iter": 600, "lr": 0.02437, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7975, "top5_acc": 0.97, "loss_cls": 1.8304, "loss": 1.8304, "time": 0.23367} {"mode": "train", "epoch": 16, "iter": 700, "lr": 0.02437, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8075, "top5_acc": 0.975, "loss_cls": 1.7806, "loss": 1.7806, "time": 0.23285} {"mode": "train", "epoch": 16, "iter": 800, "lr": 0.02436, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81875, "top5_acc": 0.97062, "loss_cls": 1.75144, "loss": 1.75144, "time": 0.23316} {"mode": "train", "epoch": 16, "iter": 900, "lr": 0.02436, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78875, "top5_acc": 0.96812, "loss_cls": 1.85658, "loss": 1.85658, "time": 0.23413} {"mode": "train", "epoch": 16, "iter": 1000, "lr": 0.02436, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.78, "top5_acc": 0.97, "loss_cls": 1.89469, "loss": 1.89469, "time": 0.23407} {"mode": "train", "epoch": 16, "iter": 1100, "lr": 0.02435, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8025, "top5_acc": 0.96938, "loss_cls": 1.83694, "loss": 1.83694, "time": 0.23446} {"mode": "train", "epoch": 16, "iter": 1200, "lr": 0.02435, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.78375, "top5_acc": 0.96562, "loss_cls": 1.90563, "loss": 1.90563, "time": 0.23395} {"mode": "train", "epoch": 16, "iter": 1300, "lr": 0.02435, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79562, "top5_acc": 0.965, "loss_cls": 1.84604, "loss": 1.84604, "time": 0.23442} {"mode": "train", "epoch": 16, "iter": 1400, "lr": 0.02434, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.78125, "top5_acc": 0.96562, "loss_cls": 1.9238, "loss": 1.9238, "time": 0.23427} {"mode": "train", "epoch": 16, "iter": 1500, "lr": 0.02434, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80062, "top5_acc": 0.97375, "loss_cls": 1.82556, "loss": 1.82556, "time": 0.23512} {"mode": "train", "epoch": 16, "iter": 1600, "lr": 0.02434, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81062, "top5_acc": 0.97375, "loss_cls": 1.75248, "loss": 1.75248, "time": 0.23355} {"mode": "train", "epoch": 16, "iter": 1700, "lr": 0.02433, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.83, "top5_acc": 0.9725, "loss_cls": 1.68914, "loss": 1.68914, "time": 0.2336} {"mode": "train", "epoch": 16, "iter": 1800, "lr": 0.02433, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.80125, "top5_acc": 0.97125, "loss_cls": 1.82419, "loss": 1.82419, "time": 0.23386} {"mode": "train", "epoch": 16, "iter": 1900, "lr": 0.02433, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79688, "top5_acc": 0.975, "loss_cls": 1.86215, "loss": 1.86215, "time": 0.23364} {"mode": "train", "epoch": 16, "iter": 2000, "lr": 0.02432, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8175, "top5_acc": 0.97812, "loss_cls": 1.77096, "loss": 1.77096, "time": 0.23376} {"mode": "train", "epoch": 16, "iter": 2100, "lr": 0.02432, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.78875, "top5_acc": 0.9725, "loss_cls": 1.81815, "loss": 1.81815, "time": 0.23503} {"mode": "train", "epoch": 16, "iter": 2200, "lr": 0.02432, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7925, "top5_acc": 0.96625, "loss_cls": 1.84953, "loss": 1.84953, "time": 0.23405} {"mode": "train", "epoch": 16, "iter": 2300, "lr": 0.02431, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.78438, "top5_acc": 0.965, "loss_cls": 1.87283, "loss": 1.87283, "time": 0.23394} {"mode": "train", "epoch": 16, "iter": 2400, "lr": 0.02431, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80312, "top5_acc": 0.96625, "loss_cls": 1.80029, "loss": 1.80029, "time": 0.23309} {"mode": "train", "epoch": 16, "iter": 2500, "lr": 0.0243, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.78812, "top5_acc": 0.96312, "loss_cls": 1.89816, "loss": 1.89816, "time": 0.23431} {"mode": "val", "epoch": 16, "iter": 1031, "lr": 0.0243, "top1_acc": 0.78959, "top5_acc": 0.96555} {"mode": "train", "epoch": 17, "iter": 100, "lr": 0.0243, "memory": 6499, "data_time": 0.18338, "top1_acc": 0.81562, "top5_acc": 0.97, "loss_cls": 1.76737, "loss": 1.76737, "time": 0.41792} {"mode": "train", "epoch": 17, "iter": 200, "lr": 0.0243, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81062, "top5_acc": 0.97562, "loss_cls": 1.75364, "loss": 1.75364, "time": 0.23566} {"mode": "train", "epoch": 17, "iter": 300, "lr": 0.02429, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.79812, "top5_acc": 0.96625, "loss_cls": 1.8126, "loss": 1.8126, "time": 0.23502} {"mode": "train", "epoch": 17, "iter": 400, "lr": 0.02429, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80562, "top5_acc": 0.96125, "loss_cls": 1.84038, "loss": 1.84038, "time": 0.23418} {"mode": "train", "epoch": 17, "iter": 500, "lr": 0.02429, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81312, "top5_acc": 0.975, "loss_cls": 1.74249, "loss": 1.74249, "time": 0.23355} {"mode": "train", "epoch": 17, "iter": 600, "lr": 0.02428, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.80312, "top5_acc": 0.9675, "loss_cls": 1.82232, "loss": 1.82232, "time": 0.23426} {"mode": "train", "epoch": 17, "iter": 700, "lr": 0.02428, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79938, "top5_acc": 0.975, "loss_cls": 1.80503, "loss": 1.80503, "time": 0.23401} {"mode": "train", "epoch": 17, "iter": 800, "lr": 0.02428, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.7975, "top5_acc": 0.9725, "loss_cls": 1.82244, "loss": 1.82244, "time": 0.23512} {"mode": "train", "epoch": 17, "iter": 900, "lr": 0.02427, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.80375, "top5_acc": 0.96812, "loss_cls": 1.78557, "loss": 1.78557, "time": 0.23415} {"mode": "train", "epoch": 17, "iter": 1000, "lr": 0.02427, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.79, "top5_acc": 0.97312, "loss_cls": 1.85997, "loss": 1.85997, "time": 0.23411} {"mode": "train", "epoch": 17, "iter": 1100, "lr": 0.02427, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79938, "top5_acc": 0.97375, "loss_cls": 1.8399, "loss": 1.8399, "time": 0.23362} {"mode": "train", "epoch": 17, "iter": 1200, "lr": 0.02426, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.8175, "top5_acc": 0.97625, "loss_cls": 1.70501, "loss": 1.70501, "time": 0.23469} {"mode": "train", "epoch": 17, "iter": 1300, "lr": 0.02426, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81125, "top5_acc": 0.96562, "loss_cls": 1.78052, "loss": 1.78052, "time": 0.23376} {"mode": "train", "epoch": 17, "iter": 1400, "lr": 0.02426, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.815, "top5_acc": 0.97688, "loss_cls": 1.74862, "loss": 1.74862, "time": 0.2338} {"mode": "train", "epoch": 17, "iter": 1500, "lr": 0.02425, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80125, "top5_acc": 0.97562, "loss_cls": 1.85187, "loss": 1.85187, "time": 0.23486} {"mode": "train", "epoch": 17, "iter": 1600, "lr": 0.02425, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.815, "top5_acc": 0.97688, "loss_cls": 1.75679, "loss": 1.75679, "time": 0.23439} {"mode": "train", "epoch": 17, "iter": 1700, "lr": 0.02425, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79938, "top5_acc": 0.96688, "loss_cls": 1.83426, "loss": 1.83426, "time": 0.23428} {"mode": "train", "epoch": 17, "iter": 1800, "lr": 0.02424, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80562, "top5_acc": 0.96625, "loss_cls": 1.85479, "loss": 1.85479, "time": 0.2337} {"mode": "train", "epoch": 17, "iter": 1900, "lr": 0.02424, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.79062, "top5_acc": 0.96562, "loss_cls": 1.87355, "loss": 1.87355, "time": 0.23364} {"mode": "train", "epoch": 17, "iter": 2000, "lr": 0.02423, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.82312, "top5_acc": 0.97625, "loss_cls": 1.7303, "loss": 1.7303, "time": 0.2331} {"mode": "train", "epoch": 17, "iter": 2100, "lr": 0.02423, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.795, "top5_acc": 0.97188, "loss_cls": 1.81073, "loss": 1.81073, "time": 0.23331} {"mode": "train", "epoch": 17, "iter": 2200, "lr": 0.02423, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.81, "top5_acc": 0.96875, "loss_cls": 1.75869, "loss": 1.75869, "time": 0.2332} {"mode": "train", "epoch": 17, "iter": 2300, "lr": 0.02422, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80625, "top5_acc": 0.97, "loss_cls": 1.77454, "loss": 1.77454, "time": 0.23436} {"mode": "train", "epoch": 17, "iter": 2400, "lr": 0.02422, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.77688, "top5_acc": 0.96375, "loss_cls": 1.9083, "loss": 1.9083, "time": 0.23398} {"mode": "train", "epoch": 17, "iter": 2500, "lr": 0.02422, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80312, "top5_acc": 0.9725, "loss_cls": 1.81006, "loss": 1.81006, "time": 0.23433} {"mode": "val", "epoch": 17, "iter": 1031, "lr": 0.02422, "top1_acc": 0.78971, "top5_acc": 0.96221} {"mode": "train", "epoch": 18, "iter": 100, "lr": 0.02421, "memory": 6499, "data_time": 0.18264, "top1_acc": 0.81812, "top5_acc": 0.97562, "loss_cls": 1.72784, "loss": 1.72784, "time": 0.41724} {"mode": "train", "epoch": 18, "iter": 200, "lr": 0.02421, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81438, "top5_acc": 0.9725, "loss_cls": 1.75648, "loss": 1.75648, "time": 0.23307} {"mode": "train", "epoch": 18, "iter": 300, "lr": 0.02421, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80938, "top5_acc": 0.9725, "loss_cls": 1.78527, "loss": 1.78527, "time": 0.23362} {"mode": "train", "epoch": 18, "iter": 400, "lr": 0.0242, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.80562, "top5_acc": 0.97188, "loss_cls": 1.80054, "loss": 1.80054, "time": 0.23351} {"mode": "train", "epoch": 18, "iter": 500, "lr": 0.0242, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.7925, "top5_acc": 0.97625, "loss_cls": 1.83654, "loss": 1.83654, "time": 0.23302} {"mode": "train", "epoch": 18, "iter": 600, "lr": 0.02419, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8, "top5_acc": 0.97125, "loss_cls": 1.82022, "loss": 1.82022, "time": 0.23406} {"mode": "train", "epoch": 18, "iter": 700, "lr": 0.02419, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81438, "top5_acc": 0.975, "loss_cls": 1.77037, "loss": 1.77037, "time": 0.2339} {"mode": "train", "epoch": 18, "iter": 800, "lr": 0.02419, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78688, "top5_acc": 0.97062, "loss_cls": 1.87222, "loss": 1.87222, "time": 0.23389} {"mode": "train", "epoch": 18, "iter": 900, "lr": 0.02418, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8025, "top5_acc": 0.97, "loss_cls": 1.78885, "loss": 1.78885, "time": 0.23437} {"mode": "train", "epoch": 18, "iter": 1000, "lr": 0.02418, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.81062, "top5_acc": 0.965, "loss_cls": 1.79247, "loss": 1.79247, "time": 0.23412} {"mode": "train", "epoch": 18, "iter": 1100, "lr": 0.02418, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82, "top5_acc": 0.96938, "loss_cls": 1.74758, "loss": 1.74758, "time": 0.23445} {"mode": "train", "epoch": 18, "iter": 1200, "lr": 0.02417, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.795, "top5_acc": 0.96562, "loss_cls": 1.84749, "loss": 1.84749, "time": 0.23381} {"mode": "train", "epoch": 18, "iter": 1300, "lr": 0.02417, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.805, "top5_acc": 0.9725, "loss_cls": 1.80863, "loss": 1.80863, "time": 0.23376} {"mode": "train", "epoch": 18, "iter": 1400, "lr": 0.02416, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79688, "top5_acc": 0.96625, "loss_cls": 1.83981, "loss": 1.83981, "time": 0.23482} {"mode": "train", "epoch": 18, "iter": 1500, "lr": 0.02416, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8075, "top5_acc": 0.97, "loss_cls": 1.79723, "loss": 1.79723, "time": 0.23569} {"mode": "train", "epoch": 18, "iter": 1600, "lr": 0.02416, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81688, "top5_acc": 0.97562, "loss_cls": 1.74792, "loss": 1.74792, "time": 0.23448} {"mode": "train", "epoch": 18, "iter": 1700, "lr": 0.02415, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.81062, "top5_acc": 0.97625, "loss_cls": 1.79186, "loss": 1.79186, "time": 0.23415} {"mode": "train", "epoch": 18, "iter": 1800, "lr": 0.02415, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81062, "top5_acc": 0.97, "loss_cls": 1.78172, "loss": 1.78172, "time": 0.23448} {"mode": "train", "epoch": 18, "iter": 1900, "lr": 0.02415, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.78875, "top5_acc": 0.97125, "loss_cls": 1.84182, "loss": 1.84182, "time": 0.23511} {"mode": "train", "epoch": 18, "iter": 2000, "lr": 0.02414, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7775, "top5_acc": 0.975, "loss_cls": 1.89371, "loss": 1.89371, "time": 0.23432} {"mode": "train", "epoch": 18, "iter": 2100, "lr": 0.02414, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78875, "top5_acc": 0.975, "loss_cls": 1.84464, "loss": 1.84464, "time": 0.23409} {"mode": "train", "epoch": 18, "iter": 2200, "lr": 0.02413, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81, "top5_acc": 0.97312, "loss_cls": 1.78763, "loss": 1.78763, "time": 0.23456} {"mode": "train", "epoch": 18, "iter": 2300, "lr": 0.02413, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.80062, "top5_acc": 0.97625, "loss_cls": 1.80242, "loss": 1.80242, "time": 0.23411} {"mode": "train", "epoch": 18, "iter": 2400, "lr": 0.02413, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80875, "top5_acc": 0.96875, "loss_cls": 1.79364, "loss": 1.79364, "time": 0.23466} {"mode": "train", "epoch": 18, "iter": 2500, "lr": 0.02412, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80438, "top5_acc": 0.97125, "loss_cls": 1.80034, "loss": 1.80034, "time": 0.2347} {"mode": "val", "epoch": 18, "iter": 1031, "lr": 0.02412, "top1_acc": 0.76078, "top5_acc": 0.95584} {"mode": "train", "epoch": 19, "iter": 100, "lr": 0.02412, "memory": 6499, "data_time": 0.18068, "top1_acc": 0.78312, "top5_acc": 0.96562, "loss_cls": 1.87625, "loss": 1.87625, "time": 0.41502} {"mode": "train", "epoch": 19, "iter": 200, "lr": 0.02411, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79, "top5_acc": 0.97062, "loss_cls": 1.82561, "loss": 1.82561, "time": 0.23463} {"mode": "train", "epoch": 19, "iter": 300, "lr": 0.02411, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81125, "top5_acc": 0.97812, "loss_cls": 1.75552, "loss": 1.75552, "time": 0.23503} {"mode": "train", "epoch": 19, "iter": 400, "lr": 0.02411, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82562, "top5_acc": 0.97812, "loss_cls": 1.68049, "loss": 1.68049, "time": 0.23408} {"mode": "train", "epoch": 19, "iter": 500, "lr": 0.0241, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.815, "top5_acc": 0.97562, "loss_cls": 1.76074, "loss": 1.76074, "time": 0.23428} {"mode": "train", "epoch": 19, "iter": 600, "lr": 0.0241, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.79875, "top5_acc": 0.9675, "loss_cls": 1.83175, "loss": 1.83175, "time": 0.23429} {"mode": "train", "epoch": 19, "iter": 700, "lr": 0.0241, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.80125, "top5_acc": 0.97, "loss_cls": 1.79846, "loss": 1.79846, "time": 0.23469} {"mode": "train", "epoch": 19, "iter": 800, "lr": 0.02409, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80688, "top5_acc": 0.9675, "loss_cls": 1.7926, "loss": 1.7926, "time": 0.23382} {"mode": "train", "epoch": 19, "iter": 900, "lr": 0.02409, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80812, "top5_acc": 0.96688, "loss_cls": 1.80784, "loss": 1.80784, "time": 0.2339} {"mode": "train", "epoch": 19, "iter": 1000, "lr": 0.02408, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.8, "top5_acc": 0.97312, "loss_cls": 1.80983, "loss": 1.80983, "time": 0.23488} {"mode": "train", "epoch": 19, "iter": 1100, "lr": 0.02408, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.79625, "top5_acc": 0.97688, "loss_cls": 1.85761, "loss": 1.85761, "time": 0.23484} {"mode": "train", "epoch": 19, "iter": 1200, "lr": 0.02408, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80875, "top5_acc": 0.97312, "loss_cls": 1.78232, "loss": 1.78232, "time": 0.23442} {"mode": "train", "epoch": 19, "iter": 1300, "lr": 0.02407, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.81875, "top5_acc": 0.97062, "loss_cls": 1.74246, "loss": 1.74246, "time": 0.23581} {"mode": "train", "epoch": 19, "iter": 1400, "lr": 0.02407, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.7775, "top5_acc": 0.96875, "loss_cls": 1.89259, "loss": 1.89259, "time": 0.2352} {"mode": "train", "epoch": 19, "iter": 1500, "lr": 0.02406, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80812, "top5_acc": 0.97375, "loss_cls": 1.80147, "loss": 1.80147, "time": 0.23512} {"mode": "train", "epoch": 19, "iter": 1600, "lr": 0.02406, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79562, "top5_acc": 0.97438, "loss_cls": 1.81673, "loss": 1.81673, "time": 0.23407} {"mode": "train", "epoch": 19, "iter": 1700, "lr": 0.02406, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80312, "top5_acc": 0.97375, "loss_cls": 1.77347, "loss": 1.77347, "time": 0.23548} {"mode": "train", "epoch": 19, "iter": 1800, "lr": 0.02405, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78438, "top5_acc": 0.97188, "loss_cls": 1.86761, "loss": 1.86761, "time": 0.23437} {"mode": "train", "epoch": 19, "iter": 1900, "lr": 0.02405, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81, "top5_acc": 0.9725, "loss_cls": 1.76348, "loss": 1.76348, "time": 0.23434} {"mode": "train", "epoch": 19, "iter": 2000, "lr": 0.02404, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80438, "top5_acc": 0.96625, "loss_cls": 1.80727, "loss": 1.80727, "time": 0.23436} {"mode": "train", "epoch": 19, "iter": 2100, "lr": 0.02404, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.795, "top5_acc": 0.97688, "loss_cls": 1.83354, "loss": 1.83354, "time": 0.23407} {"mode": "train", "epoch": 19, "iter": 2200, "lr": 0.02404, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82938, "top5_acc": 0.96875, "loss_cls": 1.68798, "loss": 1.68798, "time": 0.2335} {"mode": "train", "epoch": 19, "iter": 2300, "lr": 0.02403, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8075, "top5_acc": 0.965, "loss_cls": 1.79183, "loss": 1.79183, "time": 0.2344} {"mode": "train", "epoch": 19, "iter": 2400, "lr": 0.02403, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82125, "top5_acc": 0.98438, "loss_cls": 1.68985, "loss": 1.68985, "time": 0.23442} {"mode": "train", "epoch": 19, "iter": 2500, "lr": 0.02402, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.8, "top5_acc": 0.96688, "loss_cls": 1.8088, "loss": 1.8088, "time": 0.23452} {"mode": "val", "epoch": 19, "iter": 1031, "lr": 0.02402, "top1_acc": 0.78353, "top5_acc": 0.96161} {"mode": "train", "epoch": 20, "iter": 100, "lr": 0.02402, "memory": 6499, "data_time": 0.18547, "top1_acc": 0.81188, "top5_acc": 0.97375, "loss_cls": 1.78154, "loss": 1.78154, "time": 0.41907} {"mode": "train", "epoch": 20, "iter": 200, "lr": 0.02402, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79688, "top5_acc": 0.97562, "loss_cls": 1.83156, "loss": 1.83156, "time": 0.23373} {"mode": "train", "epoch": 20, "iter": 300, "lr": 0.02401, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79625, "top5_acc": 0.97938, "loss_cls": 1.81225, "loss": 1.81225, "time": 0.23318} {"mode": "train", "epoch": 20, "iter": 400, "lr": 0.02401, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.82062, "top5_acc": 0.98375, "loss_cls": 1.70714, "loss": 1.70714, "time": 0.23322} {"mode": "train", "epoch": 20, "iter": 500, "lr": 0.024, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.78625, "top5_acc": 0.96625, "loss_cls": 1.87002, "loss": 1.87002, "time": 0.2338} {"mode": "train", "epoch": 20, "iter": 600, "lr": 0.024, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81812, "top5_acc": 0.97062, "loss_cls": 1.76398, "loss": 1.76398, "time": 0.23523} {"mode": "train", "epoch": 20, "iter": 700, "lr": 0.02399, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82938, "top5_acc": 0.97125, "loss_cls": 1.72892, "loss": 1.72892, "time": 0.23459} {"mode": "train", "epoch": 20, "iter": 800, "lr": 0.02399, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83062, "top5_acc": 0.975, "loss_cls": 1.66568, "loss": 1.66568, "time": 0.23392} {"mode": "train", "epoch": 20, "iter": 900, "lr": 0.02399, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.82375, "top5_acc": 0.97312, "loss_cls": 1.69439, "loss": 1.69439, "time": 0.23414} {"mode": "train", "epoch": 20, "iter": 1000, "lr": 0.02398, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.81938, "top5_acc": 0.97562, "loss_cls": 1.70983, "loss": 1.70983, "time": 0.23414} {"mode": "train", "epoch": 20, "iter": 1100, "lr": 0.02398, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82062, "top5_acc": 0.95625, "loss_cls": 1.77206, "loss": 1.77206, "time": 0.23393} {"mode": "train", "epoch": 20, "iter": 1200, "lr": 0.02397, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.7975, "top5_acc": 0.965, "loss_cls": 1.85808, "loss": 1.85808, "time": 0.23522} {"mode": "train", "epoch": 20, "iter": 1300, "lr": 0.02397, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.82438, "top5_acc": 0.97688, "loss_cls": 1.7156, "loss": 1.7156, "time": 0.23514} {"mode": "train", "epoch": 20, "iter": 1400, "lr": 0.02397, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.81625, "top5_acc": 0.96938, "loss_cls": 1.76632, "loss": 1.76632, "time": 0.23434} {"mode": "train", "epoch": 20, "iter": 1500, "lr": 0.02396, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79438, "top5_acc": 0.96875, "loss_cls": 1.86051, "loss": 1.86051, "time": 0.23514} {"mode": "train", "epoch": 20, "iter": 1600, "lr": 0.02396, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.82375, "top5_acc": 0.975, "loss_cls": 1.71419, "loss": 1.71419, "time": 0.23461} {"mode": "train", "epoch": 20, "iter": 1700, "lr": 0.02395, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8325, "top5_acc": 0.9775, "loss_cls": 1.67545, "loss": 1.67545, "time": 0.23446} {"mode": "train", "epoch": 20, "iter": 1800, "lr": 0.02395, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.83562, "top5_acc": 0.97812, "loss_cls": 1.64066, "loss": 1.64066, "time": 0.23356} {"mode": "train", "epoch": 20, "iter": 1900, "lr": 0.02394, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80438, "top5_acc": 0.97688, "loss_cls": 1.80049, "loss": 1.80049, "time": 0.23364} {"mode": "train", "epoch": 20, "iter": 2000, "lr": 0.02394, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80125, "top5_acc": 0.96875, "loss_cls": 1.80387, "loss": 1.80387, "time": 0.23424} {"mode": "train", "epoch": 20, "iter": 2100, "lr": 0.02394, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82562, "top5_acc": 0.975, "loss_cls": 1.72654, "loss": 1.72654, "time": 0.23388} {"mode": "train", "epoch": 20, "iter": 2200, "lr": 0.02393, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.82438, "top5_acc": 0.97688, "loss_cls": 1.71888, "loss": 1.71888, "time": 0.23433} {"mode": "train", "epoch": 20, "iter": 2300, "lr": 0.02393, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81188, "top5_acc": 0.9775, "loss_cls": 1.74578, "loss": 1.74578, "time": 0.23419} {"mode": "train", "epoch": 20, "iter": 2400, "lr": 0.02392, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80812, "top5_acc": 0.97312, "loss_cls": 1.77242, "loss": 1.77242, "time": 0.23365} {"mode": "train", "epoch": 20, "iter": 2500, "lr": 0.02392, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82312, "top5_acc": 0.9775, "loss_cls": 1.68776, "loss": 1.68776, "time": 0.23455} {"mode": "val", "epoch": 20, "iter": 1031, "lr": 0.02392, "top1_acc": 0.80676, "top5_acc": 0.9704} {"mode": "train", "epoch": 21, "iter": 100, "lr": 0.02392, "memory": 6499, "data_time": 0.18375, "top1_acc": 0.82438, "top5_acc": 0.97688, "loss_cls": 1.67308, "loss": 1.67308, "time": 0.41817} {"mode": "train", "epoch": 21, "iter": 200, "lr": 0.02391, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8175, "top5_acc": 0.97125, "loss_cls": 1.76575, "loss": 1.76575, "time": 0.23337} {"mode": "train", "epoch": 21, "iter": 300, "lr": 0.02391, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80312, "top5_acc": 0.97875, "loss_cls": 1.80998, "loss": 1.80998, "time": 0.23551} {"mode": "train", "epoch": 21, "iter": 400, "lr": 0.0239, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82375, "top5_acc": 0.9725, "loss_cls": 1.7018, "loss": 1.7018, "time": 0.23379} {"mode": "train", "epoch": 21, "iter": 500, "lr": 0.0239, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82062, "top5_acc": 0.96938, "loss_cls": 1.73398, "loss": 1.73398, "time": 0.23503} {"mode": "train", "epoch": 21, "iter": 600, "lr": 0.02389, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80688, "top5_acc": 0.97625, "loss_cls": 1.79355, "loss": 1.79355, "time": 0.23442} {"mode": "train", "epoch": 21, "iter": 700, "lr": 0.02389, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82938, "top5_acc": 0.97938, "loss_cls": 1.6854, "loss": 1.6854, "time": 0.23398} {"mode": "train", "epoch": 21, "iter": 800, "lr": 0.02389, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8225, "top5_acc": 0.97562, "loss_cls": 1.71413, "loss": 1.71413, "time": 0.23458} {"mode": "train", "epoch": 21, "iter": 900, "lr": 0.02388, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.82062, "top5_acc": 0.97, "loss_cls": 1.74525, "loss": 1.74525, "time": 0.23461} {"mode": "train", "epoch": 21, "iter": 1000, "lr": 0.02388, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80812, "top5_acc": 0.97562, "loss_cls": 1.77901, "loss": 1.77901, "time": 0.23422} {"mode": "train", "epoch": 21, "iter": 1100, "lr": 0.02387, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80125, "top5_acc": 0.97188, "loss_cls": 1.81062, "loss": 1.81062, "time": 0.23505} {"mode": "train", "epoch": 21, "iter": 1200, "lr": 0.02387, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81, "top5_acc": 0.9675, "loss_cls": 1.79302, "loss": 1.79302, "time": 0.234} {"mode": "train", "epoch": 21, "iter": 1300, "lr": 0.02386, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81625, "top5_acc": 0.96812, "loss_cls": 1.75448, "loss": 1.75448, "time": 0.2342} {"mode": "train", "epoch": 21, "iter": 1400, "lr": 0.02386, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82188, "top5_acc": 0.9725, "loss_cls": 1.70568, "loss": 1.70568, "time": 0.2349} {"mode": "train", "epoch": 21, "iter": 1500, "lr": 0.02385, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80688, "top5_acc": 0.97188, "loss_cls": 1.76123, "loss": 1.76123, "time": 0.23454} {"mode": "train", "epoch": 21, "iter": 1600, "lr": 0.02385, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80812, "top5_acc": 0.97875, "loss_cls": 1.7936, "loss": 1.7936, "time": 0.23525} {"mode": "train", "epoch": 21, "iter": 1700, "lr": 0.02385, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.795, "top5_acc": 0.97, "loss_cls": 1.83683, "loss": 1.83683, "time": 0.23416} {"mode": "train", "epoch": 21, "iter": 1800, "lr": 0.02384, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.81188, "top5_acc": 0.97438, "loss_cls": 1.73246, "loss": 1.73246, "time": 0.23431} {"mode": "train", "epoch": 21, "iter": 1900, "lr": 0.02384, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.77938, "top5_acc": 0.96562, "loss_cls": 1.87219, "loss": 1.87219, "time": 0.234} {"mode": "train", "epoch": 21, "iter": 2000, "lr": 0.02383, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.795, "top5_acc": 0.96688, "loss_cls": 1.83752, "loss": 1.83752, "time": 0.23365} {"mode": "train", "epoch": 21, "iter": 2100, "lr": 0.02383, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.81125, "top5_acc": 0.97562, "loss_cls": 1.78445, "loss": 1.78445, "time": 0.23398} {"mode": "train", "epoch": 21, "iter": 2200, "lr": 0.02382, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.825, "top5_acc": 0.96938, "loss_cls": 1.72258, "loss": 1.72258, "time": 0.23412} {"mode": "train", "epoch": 21, "iter": 2300, "lr": 0.02382, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81625, "top5_acc": 0.97312, "loss_cls": 1.76889, "loss": 1.76889, "time": 0.23418} {"mode": "train", "epoch": 21, "iter": 2400, "lr": 0.02382, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81938, "top5_acc": 0.97, "loss_cls": 1.73099, "loss": 1.73099, "time": 0.23449} {"mode": "train", "epoch": 21, "iter": 2500, "lr": 0.02381, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81625, "top5_acc": 0.96812, "loss_cls": 1.74657, "loss": 1.74657, "time": 0.23442} {"mode": "val", "epoch": 21, "iter": 1031, "lr": 0.02381, "top1_acc": 0.78068, "top5_acc": 0.96409} {"mode": "train", "epoch": 22, "iter": 100, "lr": 0.02381, "memory": 6499, "data_time": 0.18999, "top1_acc": 0.82812, "top5_acc": 0.9825, "loss_cls": 1.67156, "loss": 1.67156, "time": 0.42457} {"mode": "train", "epoch": 22, "iter": 200, "lr": 0.0238, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.80562, "top5_acc": 0.97188, "loss_cls": 1.78353, "loss": 1.78353, "time": 0.23499} {"mode": "train", "epoch": 22, "iter": 300, "lr": 0.0238, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79562, "top5_acc": 0.97812, "loss_cls": 1.79495, "loss": 1.79495, "time": 0.23292} {"mode": "train", "epoch": 22, "iter": 400, "lr": 0.02379, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.82812, "top5_acc": 0.97438, "loss_cls": 1.68832, "loss": 1.68832, "time": 0.23443} {"mode": "train", "epoch": 22, "iter": 500, "lr": 0.02379, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.81438, "top5_acc": 0.9725, "loss_cls": 1.73358, "loss": 1.73358, "time": 0.2336} {"mode": "train", "epoch": 22, "iter": 600, "lr": 0.02378, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80312, "top5_acc": 0.975, "loss_cls": 1.7974, "loss": 1.7974, "time": 0.23459} {"mode": "train", "epoch": 22, "iter": 700, "lr": 0.02378, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.81688, "top5_acc": 0.96812, "loss_cls": 1.76986, "loss": 1.76986, "time": 0.23388} {"mode": "train", "epoch": 22, "iter": 800, "lr": 0.02377, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82625, "top5_acc": 0.97312, "loss_cls": 1.71455, "loss": 1.71455, "time": 0.23422} {"mode": "train", "epoch": 22, "iter": 900, "lr": 0.02377, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.82938, "top5_acc": 0.97125, "loss_cls": 1.68108, "loss": 1.68108, "time": 0.23321} {"mode": "train", "epoch": 22, "iter": 1000, "lr": 0.02377, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82125, "top5_acc": 0.9725, "loss_cls": 1.71002, "loss": 1.71002, "time": 0.23351} {"mode": "train", "epoch": 22, "iter": 1100, "lr": 0.02376, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82062, "top5_acc": 0.97188, "loss_cls": 1.68676, "loss": 1.68676, "time": 0.23409} {"mode": "train", "epoch": 22, "iter": 1200, "lr": 0.02376, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82312, "top5_acc": 0.97875, "loss_cls": 1.71494, "loss": 1.71494, "time": 0.23399} {"mode": "train", "epoch": 22, "iter": 1300, "lr": 0.02375, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8, "top5_acc": 0.96938, "loss_cls": 1.78918, "loss": 1.78918, "time": 0.23401} {"mode": "train", "epoch": 22, "iter": 1400, "lr": 0.02375, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81625, "top5_acc": 0.975, "loss_cls": 1.72725, "loss": 1.72725, "time": 0.23398} {"mode": "train", "epoch": 22, "iter": 1500, "lr": 0.02374, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81562, "top5_acc": 0.97375, "loss_cls": 1.76294, "loss": 1.76294, "time": 0.23352} {"mode": "train", "epoch": 22, "iter": 1600, "lr": 0.02374, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80062, "top5_acc": 0.96938, "loss_cls": 1.83271, "loss": 1.83271, "time": 0.23365} {"mode": "train", "epoch": 22, "iter": 1700, "lr": 0.02373, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.80688, "top5_acc": 0.975, "loss_cls": 1.7589, "loss": 1.7589, "time": 0.23301} {"mode": "train", "epoch": 22, "iter": 1800, "lr": 0.02373, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79875, "top5_acc": 0.9725, "loss_cls": 1.81032, "loss": 1.81032, "time": 0.23399} {"mode": "train", "epoch": 22, "iter": 1900, "lr": 0.02372, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79875, "top5_acc": 0.97625, "loss_cls": 1.81991, "loss": 1.81991, "time": 0.2337} {"mode": "train", "epoch": 22, "iter": 2000, "lr": 0.02372, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.79625, "top5_acc": 0.97062, "loss_cls": 1.8224, "loss": 1.8224, "time": 0.23306} {"mode": "train", "epoch": 22, "iter": 2100, "lr": 0.02372, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81312, "top5_acc": 0.97188, "loss_cls": 1.74536, "loss": 1.74536, "time": 0.23366} {"mode": "train", "epoch": 22, "iter": 2200, "lr": 0.02371, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83125, "top5_acc": 0.97562, "loss_cls": 1.66486, "loss": 1.66486, "time": 0.23333} {"mode": "train", "epoch": 22, "iter": 2300, "lr": 0.02371, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83875, "top5_acc": 0.975, "loss_cls": 1.64146, "loss": 1.64146, "time": 0.23443} {"mode": "train", "epoch": 22, "iter": 2400, "lr": 0.0237, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82812, "top5_acc": 0.97688, "loss_cls": 1.69383, "loss": 1.69383, "time": 0.23312} {"mode": "train", "epoch": 22, "iter": 2500, "lr": 0.0237, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.81125, "top5_acc": 0.975, "loss_cls": 1.76563, "loss": 1.76563, "time": 0.23433} {"mode": "val", "epoch": 22, "iter": 1031, "lr": 0.0237, "top1_acc": 0.76782, "top5_acc": 0.96045} {"mode": "train", "epoch": 23, "iter": 100, "lr": 0.02369, "memory": 6499, "data_time": 0.1822, "top1_acc": 0.83375, "top5_acc": 0.98, "loss_cls": 1.62753, "loss": 1.62753, "time": 0.41657} {"mode": "train", "epoch": 23, "iter": 200, "lr": 0.02369, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82625, "top5_acc": 0.96875, "loss_cls": 1.69927, "loss": 1.69927, "time": 0.23375} {"mode": "train", "epoch": 23, "iter": 300, "lr": 0.02368, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8225, "top5_acc": 0.975, "loss_cls": 1.70521, "loss": 1.70521, "time": 0.23316} {"mode": "train", "epoch": 23, "iter": 400, "lr": 0.02368, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.83562, "top5_acc": 0.97312, "loss_cls": 1.67812, "loss": 1.67812, "time": 0.23516} {"mode": "train", "epoch": 23, "iter": 500, "lr": 0.02367, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81375, "top5_acc": 0.9725, "loss_cls": 1.77823, "loss": 1.77823, "time": 0.23441} {"mode": "train", "epoch": 23, "iter": 600, "lr": 0.02367, "memory": 6499, "data_time": 0.00045, "top1_acc": 0.83312, "top5_acc": 0.97812, "loss_cls": 1.69561, "loss": 1.69561, "time": 0.2338} {"mode": "train", "epoch": 23, "iter": 700, "lr": 0.02366, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81375, "top5_acc": 0.97312, "loss_cls": 1.74458, "loss": 1.74458, "time": 0.23371} {"mode": "train", "epoch": 23, "iter": 800, "lr": 0.02366, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80125, "top5_acc": 0.97438, "loss_cls": 1.78851, "loss": 1.78851, "time": 0.23401} {"mode": "train", "epoch": 23, "iter": 900, "lr": 0.02365, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82688, "top5_acc": 0.97, "loss_cls": 1.69832, "loss": 1.69832, "time": 0.2335} {"mode": "train", "epoch": 23, "iter": 1000, "lr": 0.02365, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83438, "top5_acc": 0.97562, "loss_cls": 1.66535, "loss": 1.66535, "time": 0.23371} {"mode": "train", "epoch": 23, "iter": 1100, "lr": 0.02364, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83438, "top5_acc": 0.97188, "loss_cls": 1.68962, "loss": 1.68962, "time": 0.23411} {"mode": "train", "epoch": 23, "iter": 1200, "lr": 0.02364, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81812, "top5_acc": 0.97562, "loss_cls": 1.73294, "loss": 1.73294, "time": 0.23355} {"mode": "train", "epoch": 23, "iter": 1300, "lr": 0.02364, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.79938, "top5_acc": 0.96312, "loss_cls": 1.79434, "loss": 1.79434, "time": 0.235} {"mode": "train", "epoch": 23, "iter": 1400, "lr": 0.02363, "memory": 6499, "data_time": 0.00044, "top1_acc": 0.83562, "top5_acc": 0.9775, "loss_cls": 1.6575, "loss": 1.6575, "time": 0.23448} {"mode": "train", "epoch": 23, "iter": 1500, "lr": 0.02363, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.8125, "top5_acc": 0.975, "loss_cls": 1.73497, "loss": 1.73497, "time": 0.23435} {"mode": "train", "epoch": 23, "iter": 1600, "lr": 0.02362, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81938, "top5_acc": 0.96562, "loss_cls": 1.73978, "loss": 1.73978, "time": 0.23441} {"mode": "train", "epoch": 23, "iter": 1700, "lr": 0.02362, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81625, "top5_acc": 0.97125, "loss_cls": 1.73016, "loss": 1.73016, "time": 0.2341} {"mode": "train", "epoch": 23, "iter": 1800, "lr": 0.02361, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.805, "top5_acc": 0.97562, "loss_cls": 1.79478, "loss": 1.79478, "time": 0.23345} {"mode": "train", "epoch": 23, "iter": 1900, "lr": 0.02361, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83062, "top5_acc": 0.97, "loss_cls": 1.69771, "loss": 1.69771, "time": 0.23387} {"mode": "train", "epoch": 23, "iter": 2000, "lr": 0.0236, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83125, "top5_acc": 0.97625, "loss_cls": 1.66672, "loss": 1.66672, "time": 0.23442} {"mode": "train", "epoch": 23, "iter": 2100, "lr": 0.0236, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81562, "top5_acc": 0.9675, "loss_cls": 1.78672, "loss": 1.78672, "time": 0.23363} {"mode": "train", "epoch": 23, "iter": 2200, "lr": 0.02359, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.80562, "top5_acc": 0.97312, "loss_cls": 1.78043, "loss": 1.78043, "time": 0.23504} {"mode": "train", "epoch": 23, "iter": 2300, "lr": 0.02359, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82, "top5_acc": 0.97562, "loss_cls": 1.74116, "loss": 1.74116, "time": 0.23536} {"mode": "train", "epoch": 23, "iter": 2400, "lr": 0.02358, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82125, "top5_acc": 0.97938, "loss_cls": 1.72198, "loss": 1.72198, "time": 0.23464} {"mode": "train", "epoch": 23, "iter": 2500, "lr": 0.02358, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81375, "top5_acc": 0.97188, "loss_cls": 1.73792, "loss": 1.73792, "time": 0.23425} {"mode": "val", "epoch": 23, "iter": 1031, "lr": 0.02358, "top1_acc": 0.79802, "top5_acc": 0.96622} {"mode": "train", "epoch": 24, "iter": 100, "lr": 0.02357, "memory": 6499, "data_time": 0.18084, "top1_acc": 0.81188, "top5_acc": 0.97062, "loss_cls": 1.75269, "loss": 1.75269, "time": 0.41495} {"mode": "train", "epoch": 24, "iter": 200, "lr": 0.02357, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.82688, "top5_acc": 0.97125, "loss_cls": 1.68435, "loss": 1.68435, "time": 0.23393} {"mode": "train", "epoch": 24, "iter": 300, "lr": 0.02356, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83312, "top5_acc": 0.97875, "loss_cls": 1.64866, "loss": 1.64866, "time": 0.23317} {"mode": "train", "epoch": 24, "iter": 400, "lr": 0.02356, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8175, "top5_acc": 0.97562, "loss_cls": 1.70647, "loss": 1.70647, "time": 0.23393} {"mode": "train", "epoch": 24, "iter": 500, "lr": 0.02355, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82188, "top5_acc": 0.98, "loss_cls": 1.73568, "loss": 1.73568, "time": 0.23341} {"mode": "train", "epoch": 24, "iter": 600, "lr": 0.02355, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80625, "top5_acc": 0.97438, "loss_cls": 1.74716, "loss": 1.74716, "time": 0.23318} {"mode": "train", "epoch": 24, "iter": 700, "lr": 0.02354, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82812, "top5_acc": 0.97125, "loss_cls": 1.70632, "loss": 1.70632, "time": 0.2333} {"mode": "train", "epoch": 24, "iter": 800, "lr": 0.02354, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81938, "top5_acc": 0.97938, "loss_cls": 1.69966, "loss": 1.69966, "time": 0.23455} {"mode": "train", "epoch": 24, "iter": 900, "lr": 0.02353, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.82562, "top5_acc": 0.97438, "loss_cls": 1.69328, "loss": 1.69328, "time": 0.23352} {"mode": "train", "epoch": 24, "iter": 1000, "lr": 0.02353, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.825, "top5_acc": 0.97375, "loss_cls": 1.69503, "loss": 1.69503, "time": 0.23441} {"mode": "train", "epoch": 24, "iter": 1100, "lr": 0.02352, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79812, "top5_acc": 0.965, "loss_cls": 1.81703, "loss": 1.81703, "time": 0.23373} {"mode": "train", "epoch": 24, "iter": 1200, "lr": 0.02352, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81375, "top5_acc": 0.97062, "loss_cls": 1.76445, "loss": 1.76445, "time": 0.23486} {"mode": "train", "epoch": 24, "iter": 1300, "lr": 0.02351, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83, "top5_acc": 0.9725, "loss_cls": 1.69194, "loss": 1.69194, "time": 0.23318} {"mode": "train", "epoch": 24, "iter": 1400, "lr": 0.02351, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81812, "top5_acc": 0.97312, "loss_cls": 1.71742, "loss": 1.71742, "time": 0.23341} {"mode": "train", "epoch": 24, "iter": 1500, "lr": 0.0235, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8125, "top5_acc": 0.97312, "loss_cls": 1.73347, "loss": 1.73347, "time": 0.23354} {"mode": "train", "epoch": 24, "iter": 1600, "lr": 0.0235, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.81688, "top5_acc": 0.97125, "loss_cls": 1.73202, "loss": 1.73202, "time": 0.23349} {"mode": "train", "epoch": 24, "iter": 1700, "lr": 0.02349, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81875, "top5_acc": 0.9775, "loss_cls": 1.67981, "loss": 1.67981, "time": 0.23329} {"mode": "train", "epoch": 24, "iter": 1800, "lr": 0.02349, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80188, "top5_acc": 0.96875, "loss_cls": 1.80226, "loss": 1.80226, "time": 0.23279} {"mode": "train", "epoch": 24, "iter": 1900, "lr": 0.02348, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84438, "top5_acc": 0.9775, "loss_cls": 1.62502, "loss": 1.62502, "time": 0.23457} {"mode": "train", "epoch": 24, "iter": 2000, "lr": 0.02348, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81, "top5_acc": 0.98125, "loss_cls": 1.73143, "loss": 1.73143, "time": 0.23327} {"mode": "train", "epoch": 24, "iter": 2100, "lr": 0.02347, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81938, "top5_acc": 0.97438, "loss_cls": 1.72279, "loss": 1.72279, "time": 0.23284} {"mode": "train", "epoch": 24, "iter": 2200, "lr": 0.02347, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83, "top5_acc": 0.975, "loss_cls": 1.68557, "loss": 1.68557, "time": 0.2335} {"mode": "train", "epoch": 24, "iter": 2300, "lr": 0.02346, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82938, "top5_acc": 0.98, "loss_cls": 1.6694, "loss": 1.6694, "time": 0.23312} {"mode": "train", "epoch": 24, "iter": 2400, "lr": 0.02346, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82312, "top5_acc": 0.97312, "loss_cls": 1.74995, "loss": 1.74995, "time": 0.23391} {"mode": "train", "epoch": 24, "iter": 2500, "lr": 0.02345, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.83375, "top5_acc": 0.96812, "loss_cls": 1.69746, "loss": 1.69746, "time": 0.23364} {"mode": "val", "epoch": 24, "iter": 1031, "lr": 0.02345, "top1_acc": 0.78808, "top5_acc": 0.96597} {"mode": "train", "epoch": 25, "iter": 100, "lr": 0.02345, "memory": 6499, "data_time": 0.1832, "top1_acc": 0.83, "top5_acc": 0.9775, "loss_cls": 1.65374, "loss": 1.65374, "time": 0.41828} {"mode": "train", "epoch": 25, "iter": 200, "lr": 0.02344, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81688, "top5_acc": 0.97375, "loss_cls": 1.72434, "loss": 1.72434, "time": 0.23499} {"mode": "train", "epoch": 25, "iter": 300, "lr": 0.02344, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83562, "top5_acc": 0.97812, "loss_cls": 1.70824, "loss": 1.70824, "time": 0.23476} {"mode": "train", "epoch": 25, "iter": 400, "lr": 0.02343, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8275, "top5_acc": 0.97438, "loss_cls": 1.68208, "loss": 1.68208, "time": 0.23471} {"mode": "train", "epoch": 25, "iter": 500, "lr": 0.02343, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.835, "top5_acc": 0.98188, "loss_cls": 1.63588, "loss": 1.63588, "time": 0.23536} {"mode": "train", "epoch": 25, "iter": 600, "lr": 0.02342, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.81938, "top5_acc": 0.97562, "loss_cls": 1.71576, "loss": 1.71576, "time": 0.23583} {"mode": "train", "epoch": 25, "iter": 700, "lr": 0.02342, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81375, "top5_acc": 0.98, "loss_cls": 1.74299, "loss": 1.74299, "time": 0.23436} {"mode": "train", "epoch": 25, "iter": 800, "lr": 0.02341, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82125, "top5_acc": 0.97625, "loss_cls": 1.71964, "loss": 1.71964, "time": 0.23502} {"mode": "train", "epoch": 25, "iter": 900, "lr": 0.02341, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83562, "top5_acc": 0.97125, "loss_cls": 1.68181, "loss": 1.68181, "time": 0.23491} {"mode": "train", "epoch": 25, "iter": 1000, "lr": 0.0234, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.83375, "top5_acc": 0.97688, "loss_cls": 1.63233, "loss": 1.63233, "time": 0.23518} {"mode": "train", "epoch": 25, "iter": 1100, "lr": 0.0234, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84188, "top5_acc": 0.97312, "loss_cls": 1.64677, "loss": 1.64677, "time": 0.23528} {"mode": "train", "epoch": 25, "iter": 1200, "lr": 0.02339, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8175, "top5_acc": 0.97875, "loss_cls": 1.72557, "loss": 1.72557, "time": 0.23359} {"mode": "train", "epoch": 25, "iter": 1300, "lr": 0.02339, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.8225, "top5_acc": 0.97812, "loss_cls": 1.72095, "loss": 1.72095, "time": 0.23489} {"mode": "train", "epoch": 25, "iter": 1400, "lr": 0.02338, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82375, "top5_acc": 0.97188, "loss_cls": 1.72319, "loss": 1.72319, "time": 0.23426} {"mode": "train", "epoch": 25, "iter": 1500, "lr": 0.02338, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.83312, "top5_acc": 0.97062, "loss_cls": 1.68547, "loss": 1.68547, "time": 0.23442} {"mode": "train", "epoch": 25, "iter": 1600, "lr": 0.02337, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81625, "top5_acc": 0.97688, "loss_cls": 1.73189, "loss": 1.73189, "time": 0.23516} {"mode": "train", "epoch": 25, "iter": 1700, "lr": 0.02337, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82438, "top5_acc": 0.97188, "loss_cls": 1.70895, "loss": 1.70895, "time": 0.23439} {"mode": "train", "epoch": 25, "iter": 1800, "lr": 0.02336, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.835, "top5_acc": 0.98062, "loss_cls": 1.64985, "loss": 1.64985, "time": 0.23365} {"mode": "train", "epoch": 25, "iter": 1900, "lr": 0.02336, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80438, "top5_acc": 0.97688, "loss_cls": 1.76156, "loss": 1.76156, "time": 0.23298} {"mode": "train", "epoch": 25, "iter": 2000, "lr": 0.02335, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81188, "top5_acc": 0.97188, "loss_cls": 1.74391, "loss": 1.74391, "time": 0.23451} {"mode": "train", "epoch": 25, "iter": 2100, "lr": 0.02335, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.79438, "top5_acc": 0.95812, "loss_cls": 1.84933, "loss": 1.84933, "time": 0.23489} {"mode": "train", "epoch": 25, "iter": 2200, "lr": 0.02334, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.80875, "top5_acc": 0.97125, "loss_cls": 1.81249, "loss": 1.81249, "time": 0.23463} {"mode": "train", "epoch": 25, "iter": 2300, "lr": 0.02334, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82812, "top5_acc": 0.98, "loss_cls": 1.70151, "loss": 1.70151, "time": 0.23436} {"mode": "train", "epoch": 25, "iter": 2400, "lr": 0.02333, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8175, "top5_acc": 0.97375, "loss_cls": 1.72996, "loss": 1.72996, "time": 0.23356} {"mode": "train", "epoch": 25, "iter": 2500, "lr": 0.02333, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81625, "top5_acc": 0.96938, "loss_cls": 1.74012, "loss": 1.74012, "time": 0.2345} {"mode": "val", "epoch": 25, "iter": 1031, "lr": 0.02333, "top1_acc": 0.7848, "top5_acc": 0.96731} {"mode": "train", "epoch": 26, "iter": 100, "lr": 0.02332, "memory": 6499, "data_time": 0.1808, "top1_acc": 0.82812, "top5_acc": 0.97875, "loss_cls": 1.69367, "loss": 1.69367, "time": 0.41521} {"mode": "train", "epoch": 26, "iter": 200, "lr": 0.02331, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8425, "top5_acc": 0.98375, "loss_cls": 1.6094, "loss": 1.6094, "time": 0.2343} {"mode": "train", "epoch": 26, "iter": 300, "lr": 0.02331, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83312, "top5_acc": 0.97312, "loss_cls": 1.66868, "loss": 1.66868, "time": 0.23391} {"mode": "train", "epoch": 26, "iter": 400, "lr": 0.0233, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8125, "top5_acc": 0.97312, "loss_cls": 1.75491, "loss": 1.75491, "time": 0.23407} {"mode": "train", "epoch": 26, "iter": 500, "lr": 0.0233, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.82812, "top5_acc": 0.97562, "loss_cls": 1.68951, "loss": 1.68951, "time": 0.23402} {"mode": "train", "epoch": 26, "iter": 600, "lr": 0.02329, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80688, "top5_acc": 0.97562, "loss_cls": 1.74907, "loss": 1.74907, "time": 0.23389} {"mode": "train", "epoch": 26, "iter": 700, "lr": 0.02329, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83, "top5_acc": 0.98438, "loss_cls": 1.66067, "loss": 1.66067, "time": 0.23379} {"mode": "train", "epoch": 26, "iter": 800, "lr": 0.02328, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.83938, "top5_acc": 0.97688, "loss_cls": 1.66976, "loss": 1.66976, "time": 0.23359} {"mode": "train", "epoch": 26, "iter": 900, "lr": 0.02328, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.82125, "top5_acc": 0.97188, "loss_cls": 1.72952, "loss": 1.72952, "time": 0.23314} {"mode": "train", "epoch": 26, "iter": 1000, "lr": 0.02327, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79812, "top5_acc": 0.9725, "loss_cls": 1.82027, "loss": 1.82027, "time": 0.23351} {"mode": "train", "epoch": 26, "iter": 1100, "lr": 0.02327, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8325, "top5_acc": 0.97688, "loss_cls": 1.67877, "loss": 1.67877, "time": 0.23317} {"mode": "train", "epoch": 26, "iter": 1200, "lr": 0.02326, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80875, "top5_acc": 0.97312, "loss_cls": 1.75933, "loss": 1.75933, "time": 0.23356} {"mode": "train", "epoch": 26, "iter": 1300, "lr": 0.02326, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82562, "top5_acc": 0.97812, "loss_cls": 1.69475, "loss": 1.69475, "time": 0.23434} {"mode": "train", "epoch": 26, "iter": 1400, "lr": 0.02325, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83125, "top5_acc": 0.97812, "loss_cls": 1.69031, "loss": 1.69031, "time": 0.23497} {"mode": "train", "epoch": 26, "iter": 1500, "lr": 0.02325, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.83062, "top5_acc": 0.97188, "loss_cls": 1.70055, "loss": 1.70055, "time": 0.23421} {"mode": "train", "epoch": 26, "iter": 1600, "lr": 0.02324, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.835, "top5_acc": 0.97562, "loss_cls": 1.68177, "loss": 1.68177, "time": 0.23372} {"mode": "train", "epoch": 26, "iter": 1700, "lr": 0.02324, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.83938, "top5_acc": 0.97625, "loss_cls": 1.62083, "loss": 1.62083, "time": 0.2337} {"mode": "train", "epoch": 26, "iter": 1800, "lr": 0.02323, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83312, "top5_acc": 0.97875, "loss_cls": 1.62993, "loss": 1.62993, "time": 0.23412} {"mode": "train", "epoch": 26, "iter": 1900, "lr": 0.02322, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.82312, "top5_acc": 0.97312, "loss_cls": 1.74312, "loss": 1.74312, "time": 0.2344} {"mode": "train", "epoch": 26, "iter": 2000, "lr": 0.02322, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79375, "top5_acc": 0.97688, "loss_cls": 1.82627, "loss": 1.82627, "time": 0.23335} {"mode": "train", "epoch": 26, "iter": 2100, "lr": 0.02321, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82125, "top5_acc": 0.97375, "loss_cls": 1.7141, "loss": 1.7141, "time": 0.23405} {"mode": "train", "epoch": 26, "iter": 2200, "lr": 0.02321, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82625, "top5_acc": 0.97562, "loss_cls": 1.66502, "loss": 1.66502, "time": 0.23342} {"mode": "train", "epoch": 26, "iter": 2300, "lr": 0.0232, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82062, "top5_acc": 0.97062, "loss_cls": 1.74904, "loss": 1.74904, "time": 0.23297} {"mode": "train", "epoch": 26, "iter": 2400, "lr": 0.0232, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.8275, "top5_acc": 0.9725, "loss_cls": 1.72582, "loss": 1.72582, "time": 0.23391} {"mode": "train", "epoch": 26, "iter": 2500, "lr": 0.02319, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.83, "top5_acc": 0.98062, "loss_cls": 1.67257, "loss": 1.67257, "time": 0.23374} {"mode": "val", "epoch": 26, "iter": 1031, "lr": 0.02319, "top1_acc": 0.79093, "top5_acc": 0.96967} {"mode": "train", "epoch": 27, "iter": 100, "lr": 0.02319, "memory": 6499, "data_time": 0.18155, "top1_acc": 0.8225, "top5_acc": 0.975, "loss_cls": 1.65662, "loss": 1.65662, "time": 0.41676} {"mode": "train", "epoch": 27, "iter": 200, "lr": 0.02318, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.835, "top5_acc": 0.97875, "loss_cls": 1.63261, "loss": 1.63261, "time": 0.23613} {"mode": "train", "epoch": 27, "iter": 300, "lr": 0.02318, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82812, "top5_acc": 0.97938, "loss_cls": 1.67652, "loss": 1.67652, "time": 0.23503} {"mode": "train", "epoch": 27, "iter": 400, "lr": 0.02317, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.83812, "top5_acc": 0.97688, "loss_cls": 1.65454, "loss": 1.65454, "time": 0.23536} {"mode": "train", "epoch": 27, "iter": 500, "lr": 0.02316, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.84875, "top5_acc": 0.9775, "loss_cls": 1.62045, "loss": 1.62045, "time": 0.23548} {"mode": "train", "epoch": 27, "iter": 600, "lr": 0.02316, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83, "top5_acc": 0.97562, "loss_cls": 1.64634, "loss": 1.64634, "time": 0.2356} {"mode": "train", "epoch": 27, "iter": 700, "lr": 0.02315, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83562, "top5_acc": 0.97688, "loss_cls": 1.63907, "loss": 1.63907, "time": 0.23519} {"mode": "train", "epoch": 27, "iter": 800, "lr": 0.02315, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81812, "top5_acc": 0.97438, "loss_cls": 1.73324, "loss": 1.73324, "time": 0.23491} {"mode": "train", "epoch": 27, "iter": 900, "lr": 0.02314, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81375, "top5_acc": 0.9775, "loss_cls": 1.72361, "loss": 1.72361, "time": 0.23408} {"mode": "train", "epoch": 27, "iter": 1000, "lr": 0.02314, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81188, "top5_acc": 0.97625, "loss_cls": 1.72415, "loss": 1.72415, "time": 0.23482} {"mode": "train", "epoch": 27, "iter": 1100, "lr": 0.02313, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.81438, "top5_acc": 0.97625, "loss_cls": 1.72365, "loss": 1.72365, "time": 0.23556} {"mode": "train", "epoch": 27, "iter": 1200, "lr": 0.02313, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82062, "top5_acc": 0.97188, "loss_cls": 1.73075, "loss": 1.73075, "time": 0.23536} {"mode": "train", "epoch": 27, "iter": 1300, "lr": 0.02312, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8225, "top5_acc": 0.98062, "loss_cls": 1.69545, "loss": 1.69545, "time": 0.23485} {"mode": "train", "epoch": 27, "iter": 1400, "lr": 0.02312, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.815, "top5_acc": 0.96875, "loss_cls": 1.75119, "loss": 1.75119, "time": 0.23623} {"mode": "train", "epoch": 27, "iter": 1500, "lr": 0.02311, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83125, "top5_acc": 0.98, "loss_cls": 1.6755, "loss": 1.6755, "time": 0.23436} {"mode": "train", "epoch": 27, "iter": 1600, "lr": 0.0231, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8175, "top5_acc": 0.97312, "loss_cls": 1.693, "loss": 1.693, "time": 0.23527} {"mode": "train", "epoch": 27, "iter": 1700, "lr": 0.0231, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83188, "top5_acc": 0.9825, "loss_cls": 1.65399, "loss": 1.65399, "time": 0.23564} {"mode": "train", "epoch": 27, "iter": 1800, "lr": 0.02309, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.83188, "top5_acc": 0.97938, "loss_cls": 1.67401, "loss": 1.67401, "time": 0.23553} {"mode": "train", "epoch": 27, "iter": 1900, "lr": 0.02309, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8275, "top5_acc": 0.97375, "loss_cls": 1.68943, "loss": 1.68943, "time": 0.23553} {"mode": "train", "epoch": 27, "iter": 2000, "lr": 0.02308, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79188, "top5_acc": 0.96875, "loss_cls": 1.82796, "loss": 1.82796, "time": 0.23453} {"mode": "train", "epoch": 27, "iter": 2100, "lr": 0.02308, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.81875, "top5_acc": 0.97375, "loss_cls": 1.71216, "loss": 1.71216, "time": 0.23548} {"mode": "train", "epoch": 27, "iter": 2200, "lr": 0.02307, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82312, "top5_acc": 0.97688, "loss_cls": 1.72073, "loss": 1.72073, "time": 0.23518} {"mode": "train", "epoch": 27, "iter": 2300, "lr": 0.02307, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82875, "top5_acc": 0.97688, "loss_cls": 1.68889, "loss": 1.68889, "time": 0.2357} {"mode": "train", "epoch": 27, "iter": 2400, "lr": 0.02306, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83938, "top5_acc": 0.97812, "loss_cls": 1.65805, "loss": 1.65805, "time": 0.23494} {"mode": "train", "epoch": 27, "iter": 2500, "lr": 0.02305, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82562, "top5_acc": 0.97562, "loss_cls": 1.6789, "loss": 1.6789, "time": 0.23514} {"mode": "val", "epoch": 27, "iter": 1031, "lr": 0.02305, "top1_acc": 0.77795, "top5_acc": 0.96197} {"mode": "train", "epoch": 28, "iter": 100, "lr": 0.02305, "memory": 6499, "data_time": 0.18202, "top1_acc": 0.8425, "top5_acc": 0.9775, "loss_cls": 1.60726, "loss": 1.60726, "time": 0.41583} {"mode": "train", "epoch": 28, "iter": 200, "lr": 0.02304, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.83625, "top5_acc": 0.98, "loss_cls": 1.61782, "loss": 1.61782, "time": 0.233} {"mode": "train", "epoch": 28, "iter": 300, "lr": 0.02304, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.835, "top5_acc": 0.975, "loss_cls": 1.61559, "loss": 1.61559, "time": 0.2342} {"mode": "train", "epoch": 28, "iter": 400, "lr": 0.02303, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85125, "top5_acc": 0.98125, "loss_cls": 1.59834, "loss": 1.59834, "time": 0.23383} {"mode": "train", "epoch": 28, "iter": 500, "lr": 0.02303, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.82688, "top5_acc": 0.97, "loss_cls": 1.6947, "loss": 1.6947, "time": 0.23571} {"mode": "train", "epoch": 28, "iter": 600, "lr": 0.02302, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84125, "top5_acc": 0.97, "loss_cls": 1.65653, "loss": 1.65653, "time": 0.23385} {"mode": "train", "epoch": 28, "iter": 700, "lr": 0.02301, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.825, "top5_acc": 0.97125, "loss_cls": 1.7129, "loss": 1.7129, "time": 0.23429} {"mode": "train", "epoch": 28, "iter": 800, "lr": 0.02301, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81438, "top5_acc": 0.97812, "loss_cls": 1.70881, "loss": 1.70881, "time": 0.23379} {"mode": "train", "epoch": 28, "iter": 900, "lr": 0.023, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83, "top5_acc": 0.97562, "loss_cls": 1.68035, "loss": 1.68035, "time": 0.23368} {"mode": "train", "epoch": 28, "iter": 1000, "lr": 0.023, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83, "top5_acc": 0.97062, "loss_cls": 1.70669, "loss": 1.70669, "time": 0.23294} {"mode": "train", "epoch": 28, "iter": 1100, "lr": 0.02299, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83188, "top5_acc": 0.97312, "loss_cls": 1.68984, "loss": 1.68984, "time": 0.2334} {"mode": "train", "epoch": 28, "iter": 1200, "lr": 0.02299, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83125, "top5_acc": 0.97375, "loss_cls": 1.67614, "loss": 1.67614, "time": 0.23368} {"mode": "train", "epoch": 28, "iter": 1300, "lr": 0.02298, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83438, "top5_acc": 0.97812, "loss_cls": 1.66444, "loss": 1.66444, "time": 0.23413} {"mode": "train", "epoch": 28, "iter": 1400, "lr": 0.02298, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83, "top5_acc": 0.98312, "loss_cls": 1.67847, "loss": 1.67847, "time": 0.23432} {"mode": "train", "epoch": 28, "iter": 1500, "lr": 0.02297, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82875, "top5_acc": 0.9775, "loss_cls": 1.66049, "loss": 1.66049, "time": 0.23291} {"mode": "train", "epoch": 28, "iter": 1600, "lr": 0.02296, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8325, "top5_acc": 0.97438, "loss_cls": 1.69475, "loss": 1.69475, "time": 0.23259} {"mode": "train", "epoch": 28, "iter": 1700, "lr": 0.02296, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.8375, "top5_acc": 0.98375, "loss_cls": 1.62983, "loss": 1.62983, "time": 0.23428} {"mode": "train", "epoch": 28, "iter": 1800, "lr": 0.02295, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81812, "top5_acc": 0.97625, "loss_cls": 1.69711, "loss": 1.69711, "time": 0.23331} {"mode": "train", "epoch": 28, "iter": 1900, "lr": 0.02295, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82188, "top5_acc": 0.9725, "loss_cls": 1.7085, "loss": 1.7085, "time": 0.2332} {"mode": "train", "epoch": 28, "iter": 2000, "lr": 0.02294, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8275, "top5_acc": 0.98375, "loss_cls": 1.66461, "loss": 1.66461, "time": 0.23365} {"mode": "train", "epoch": 28, "iter": 2100, "lr": 0.02293, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80812, "top5_acc": 0.98, "loss_cls": 1.72692, "loss": 1.72692, "time": 0.23305} {"mode": "train", "epoch": 28, "iter": 2200, "lr": 0.02293, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81875, "top5_acc": 0.97562, "loss_cls": 1.70009, "loss": 1.70009, "time": 0.23262} {"mode": "train", "epoch": 28, "iter": 2300, "lr": 0.02292, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8325, "top5_acc": 0.97812, "loss_cls": 1.66102, "loss": 1.66102, "time": 0.23309} {"mode": "train", "epoch": 28, "iter": 2400, "lr": 0.02292, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83188, "top5_acc": 0.98062, "loss_cls": 1.63761, "loss": 1.63761, "time": 0.23307} {"mode": "train", "epoch": 28, "iter": 2500, "lr": 0.02291, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.80812, "top5_acc": 0.96875, "loss_cls": 1.78937, "loss": 1.78937, "time": 0.23408} {"mode": "val", "epoch": 28, "iter": 1031, "lr": 0.02291, "top1_acc": 0.77055, "top5_acc": 0.96452} {"mode": "train", "epoch": 29, "iter": 100, "lr": 0.02291, "memory": 6499, "data_time": 0.18194, "top1_acc": 0.84062, "top5_acc": 0.9825, "loss_cls": 1.63341, "loss": 1.63341, "time": 0.41516} {"mode": "train", "epoch": 29, "iter": 200, "lr": 0.0229, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83062, "top5_acc": 0.97438, "loss_cls": 1.68263, "loss": 1.68263, "time": 0.23369} {"mode": "train", "epoch": 29, "iter": 300, "lr": 0.02289, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81625, "top5_acc": 0.96812, "loss_cls": 1.73645, "loss": 1.73645, "time": 0.23483} {"mode": "train", "epoch": 29, "iter": 400, "lr": 0.02289, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.84625, "top5_acc": 0.98125, "loss_cls": 1.59466, "loss": 1.59466, "time": 0.23424} {"mode": "train", "epoch": 29, "iter": 500, "lr": 0.02288, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82438, "top5_acc": 0.96812, "loss_cls": 1.70589, "loss": 1.70589, "time": 0.23322} {"mode": "train", "epoch": 29, "iter": 600, "lr": 0.02288, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.82875, "top5_acc": 0.9775, "loss_cls": 1.69671, "loss": 1.69671, "time": 0.23446} {"mode": "train", "epoch": 29, "iter": 700, "lr": 0.02287, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.82125, "top5_acc": 0.97875, "loss_cls": 1.69433, "loss": 1.69433, "time": 0.23437} {"mode": "train", "epoch": 29, "iter": 800, "lr": 0.02287, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81938, "top5_acc": 0.97875, "loss_cls": 1.70451, "loss": 1.70451, "time": 0.23363} {"mode": "train", "epoch": 29, "iter": 900, "lr": 0.02286, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83312, "top5_acc": 0.97938, "loss_cls": 1.62881, "loss": 1.62881, "time": 0.23427} {"mode": "train", "epoch": 29, "iter": 1000, "lr": 0.02285, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82562, "top5_acc": 0.97125, "loss_cls": 1.69671, "loss": 1.69671, "time": 0.23369} {"mode": "train", "epoch": 29, "iter": 1100, "lr": 0.02285, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.83438, "top5_acc": 0.98, "loss_cls": 1.61364, "loss": 1.61364, "time": 0.23335} {"mode": "train", "epoch": 29, "iter": 1200, "lr": 0.02284, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83625, "top5_acc": 0.97375, "loss_cls": 1.64087, "loss": 1.64087, "time": 0.23439} {"mode": "train", "epoch": 29, "iter": 1300, "lr": 0.02284, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.83875, "top5_acc": 0.97938, "loss_cls": 1.62561, "loss": 1.62561, "time": 0.23321} {"mode": "train", "epoch": 29, "iter": 1400, "lr": 0.02283, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.825, "top5_acc": 0.96688, "loss_cls": 1.71757, "loss": 1.71757, "time": 0.23397} {"mode": "train", "epoch": 29, "iter": 1500, "lr": 0.02282, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.8375, "top5_acc": 0.9775, "loss_cls": 1.68468, "loss": 1.68468, "time": 0.23485} {"mode": "train", "epoch": 29, "iter": 1600, "lr": 0.02282, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82688, "top5_acc": 0.97438, "loss_cls": 1.7022, "loss": 1.7022, "time": 0.23339} {"mode": "train", "epoch": 29, "iter": 1700, "lr": 0.02281, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83688, "top5_acc": 0.97562, "loss_cls": 1.62957, "loss": 1.62957, "time": 0.23286} {"mode": "train", "epoch": 29, "iter": 1800, "lr": 0.02281, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.82625, "top5_acc": 0.975, "loss_cls": 1.69468, "loss": 1.69468, "time": 0.23324} {"mode": "train", "epoch": 29, "iter": 1900, "lr": 0.0228, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82312, "top5_acc": 0.97938, "loss_cls": 1.72746, "loss": 1.72746, "time": 0.23331} {"mode": "train", "epoch": 29, "iter": 2000, "lr": 0.02279, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84438, "top5_acc": 0.97688, "loss_cls": 1.65315, "loss": 1.65315, "time": 0.23274} {"mode": "train", "epoch": 29, "iter": 2100, "lr": 0.02279, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82812, "top5_acc": 0.97312, "loss_cls": 1.68994, "loss": 1.68994, "time": 0.23377} {"mode": "train", "epoch": 29, "iter": 2200, "lr": 0.02278, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.81125, "top5_acc": 0.97, "loss_cls": 1.7319, "loss": 1.7319, "time": 0.2339} {"mode": "train", "epoch": 29, "iter": 2300, "lr": 0.02278, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84562, "top5_acc": 0.98562, "loss_cls": 1.56987, "loss": 1.56987, "time": 0.23305} {"mode": "train", "epoch": 29, "iter": 2400, "lr": 0.02277, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.82312, "top5_acc": 0.96875, "loss_cls": 1.73773, "loss": 1.73773, "time": 0.23348} {"mode": "train", "epoch": 29, "iter": 2500, "lr": 0.02276, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.79562, "top5_acc": 0.97, "loss_cls": 1.83517, "loss": 1.83517, "time": 0.23376} {"mode": "val", "epoch": 29, "iter": 1031, "lr": 0.02276, "top1_acc": 0.81488, "top5_acc": 0.9704} {"mode": "train", "epoch": 30, "iter": 100, "lr": 0.02276, "memory": 6499, "data_time": 0.1804, "top1_acc": 0.83938, "top5_acc": 0.9775, "loss_cls": 1.62297, "loss": 1.62297, "time": 0.41387} {"mode": "train", "epoch": 30, "iter": 200, "lr": 0.02275, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83812, "top5_acc": 0.98188, "loss_cls": 1.60651, "loss": 1.60651, "time": 0.23447} {"mode": "train", "epoch": 30, "iter": 300, "lr": 0.02275, "memory": 6499, "data_time": 0.00047, "top1_acc": 0.825, "top5_acc": 0.97062, "loss_cls": 1.70122, "loss": 1.70122, "time": 0.23446} {"mode": "train", "epoch": 30, "iter": 400, "lr": 0.02274, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82938, "top5_acc": 0.97812, "loss_cls": 1.69435, "loss": 1.69435, "time": 0.23428} {"mode": "train", "epoch": 30, "iter": 500, "lr": 0.02273, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.835, "top5_acc": 0.97, "loss_cls": 1.66162, "loss": 1.66162, "time": 0.2346} {"mode": "train", "epoch": 30, "iter": 600, "lr": 0.02273, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84625, "top5_acc": 0.97438, "loss_cls": 1.60555, "loss": 1.60555, "time": 0.23405} {"mode": "train", "epoch": 30, "iter": 700, "lr": 0.02272, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83875, "top5_acc": 0.97312, "loss_cls": 1.62795, "loss": 1.62795, "time": 0.23353} {"mode": "train", "epoch": 30, "iter": 800, "lr": 0.02272, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85062, "top5_acc": 0.98312, "loss_cls": 1.58946, "loss": 1.58946, "time": 0.23358} {"mode": "train", "epoch": 30, "iter": 900, "lr": 0.02271, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82375, "top5_acc": 0.9775, "loss_cls": 1.71987, "loss": 1.71987, "time": 0.23405} {"mode": "train", "epoch": 30, "iter": 1000, "lr": 0.0227, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83688, "top5_acc": 0.985, "loss_cls": 1.6511, "loss": 1.6511, "time": 0.23316} {"mode": "train", "epoch": 30, "iter": 1100, "lr": 0.0227, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84875, "top5_acc": 0.98375, "loss_cls": 1.58877, "loss": 1.58877, "time": 0.23457} {"mode": "train", "epoch": 30, "iter": 1200, "lr": 0.02269, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82, "top5_acc": 0.97812, "loss_cls": 1.68472, "loss": 1.68472, "time": 0.23376} {"mode": "train", "epoch": 30, "iter": 1300, "lr": 0.02269, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.80312, "top5_acc": 0.975, "loss_cls": 1.766, "loss": 1.766, "time": 0.23431} {"mode": "train", "epoch": 30, "iter": 1400, "lr": 0.02268, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84625, "top5_acc": 0.98312, "loss_cls": 1.58386, "loss": 1.58386, "time": 0.23343} {"mode": "train", "epoch": 30, "iter": 1500, "lr": 0.02267, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83125, "top5_acc": 0.97562, "loss_cls": 1.65172, "loss": 1.65172, "time": 0.23299} {"mode": "train", "epoch": 30, "iter": 1600, "lr": 0.02267, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82, "top5_acc": 0.9775, "loss_cls": 1.69979, "loss": 1.69979, "time": 0.23421} {"mode": "train", "epoch": 30, "iter": 1700, "lr": 0.02266, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83125, "top5_acc": 0.97, "loss_cls": 1.67022, "loss": 1.67022, "time": 0.23393} {"mode": "train", "epoch": 30, "iter": 1800, "lr": 0.02266, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.83312, "top5_acc": 0.97562, "loss_cls": 1.65771, "loss": 1.65771, "time": 0.23474} {"mode": "train", "epoch": 30, "iter": 1900, "lr": 0.02265, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.835, "top5_acc": 0.9775, "loss_cls": 1.67293, "loss": 1.67293, "time": 0.23319} {"mode": "train", "epoch": 30, "iter": 2000, "lr": 0.02264, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.83625, "top5_acc": 0.98312, "loss_cls": 1.63424, "loss": 1.63424, "time": 0.2341} {"mode": "train", "epoch": 30, "iter": 2100, "lr": 0.02264, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81375, "top5_acc": 0.96562, "loss_cls": 1.77023, "loss": 1.77023, "time": 0.23429} {"mode": "train", "epoch": 30, "iter": 2200, "lr": 0.02263, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81125, "top5_acc": 0.97438, "loss_cls": 1.74702, "loss": 1.74702, "time": 0.23396} {"mode": "train", "epoch": 30, "iter": 2300, "lr": 0.02263, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80438, "top5_acc": 0.97375, "loss_cls": 1.78711, "loss": 1.78711, "time": 0.23496} {"mode": "train", "epoch": 30, "iter": 2400, "lr": 0.02262, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83938, "top5_acc": 0.9775, "loss_cls": 1.64397, "loss": 1.64397, "time": 0.23413} {"mode": "train", "epoch": 30, "iter": 2500, "lr": 0.02261, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.82688, "top5_acc": 0.97312, "loss_cls": 1.67301, "loss": 1.67301, "time": 0.23451} {"mode": "val", "epoch": 30, "iter": 1031, "lr": 0.02261, "top1_acc": 0.80936, "top5_acc": 0.97155} {"mode": "train", "epoch": 31, "iter": 100, "lr": 0.02261, "memory": 6499, "data_time": 0.18299, "top1_acc": 0.84688, "top5_acc": 0.9825, "loss_cls": 1.60472, "loss": 1.60472, "time": 0.41816} {"mode": "train", "epoch": 31, "iter": 200, "lr": 0.0226, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83562, "top5_acc": 0.97562, "loss_cls": 1.68579, "loss": 1.68579, "time": 0.23524} {"mode": "train", "epoch": 31, "iter": 300, "lr": 0.02259, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84188, "top5_acc": 0.98, "loss_cls": 1.60539, "loss": 1.60539, "time": 0.23563} {"mode": "train", "epoch": 31, "iter": 400, "lr": 0.02259, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83562, "top5_acc": 0.98125, "loss_cls": 1.61778, "loss": 1.61778, "time": 0.23524} {"mode": "train", "epoch": 31, "iter": 500, "lr": 0.02258, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83062, "top5_acc": 0.97812, "loss_cls": 1.66747, "loss": 1.66747, "time": 0.2349} {"mode": "train", "epoch": 31, "iter": 600, "lr": 0.02258, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83812, "top5_acc": 0.97, "loss_cls": 1.65199, "loss": 1.65199, "time": 0.23459} {"mode": "train", "epoch": 31, "iter": 700, "lr": 0.02257, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.82938, "top5_acc": 0.97875, "loss_cls": 1.64219, "loss": 1.64219, "time": 0.23504} {"mode": "train", "epoch": 31, "iter": 800, "lr": 0.02256, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.84688, "top5_acc": 0.98312, "loss_cls": 1.59563, "loss": 1.59563, "time": 0.23555} {"mode": "train", "epoch": 31, "iter": 900, "lr": 0.02256, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85438, "top5_acc": 0.97875, "loss_cls": 1.588, "loss": 1.588, "time": 0.23448} {"mode": "train", "epoch": 31, "iter": 1000, "lr": 0.02255, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82312, "top5_acc": 0.97438, "loss_cls": 1.71508, "loss": 1.71508, "time": 0.23485} {"mode": "train", "epoch": 31, "iter": 1100, "lr": 0.02254, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84188, "top5_acc": 0.98, "loss_cls": 1.61458, "loss": 1.61458, "time": 0.23501} {"mode": "train", "epoch": 31, "iter": 1200, "lr": 0.02254, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83688, "top5_acc": 0.97562, "loss_cls": 1.67946, "loss": 1.67946, "time": 0.23498} {"mode": "train", "epoch": 31, "iter": 1300, "lr": 0.02253, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8225, "top5_acc": 0.97438, "loss_cls": 1.7165, "loss": 1.7165, "time": 0.23519} {"mode": "train", "epoch": 31, "iter": 1400, "lr": 0.02253, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82, "top5_acc": 0.97625, "loss_cls": 1.71917, "loss": 1.71917, "time": 0.23481} {"mode": "train", "epoch": 31, "iter": 1500, "lr": 0.02252, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84062, "top5_acc": 0.97562, "loss_cls": 1.62219, "loss": 1.62219, "time": 0.23525} {"mode": "train", "epoch": 31, "iter": 1600, "lr": 0.02251, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82625, "top5_acc": 0.97812, "loss_cls": 1.6613, "loss": 1.6613, "time": 0.23507} {"mode": "train", "epoch": 31, "iter": 1700, "lr": 0.02251, "memory": 6499, "data_time": 0.00045, "top1_acc": 0.84312, "top5_acc": 0.98188, "loss_cls": 1.62065, "loss": 1.62065, "time": 0.23515} {"mode": "train", "epoch": 31, "iter": 1800, "lr": 0.0225, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83812, "top5_acc": 0.98438, "loss_cls": 1.6308, "loss": 1.6308, "time": 0.23617} {"mode": "train", "epoch": 31, "iter": 1900, "lr": 0.02249, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82312, "top5_acc": 0.9725, "loss_cls": 1.70755, "loss": 1.70755, "time": 0.23529} {"mode": "train", "epoch": 31, "iter": 2000, "lr": 0.02249, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.82375, "top5_acc": 0.97125, "loss_cls": 1.6872, "loss": 1.6872, "time": 0.23546} {"mode": "train", "epoch": 31, "iter": 2100, "lr": 0.02248, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84, "top5_acc": 0.97812, "loss_cls": 1.65098, "loss": 1.65098, "time": 0.23505} {"mode": "train", "epoch": 31, "iter": 2200, "lr": 0.02248, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84375, "top5_acc": 0.96688, "loss_cls": 1.64512, "loss": 1.64512, "time": 0.23498} {"mode": "train", "epoch": 31, "iter": 2300, "lr": 0.02247, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8275, "top5_acc": 0.97438, "loss_cls": 1.69802, "loss": 1.69802, "time": 0.23524} {"mode": "train", "epoch": 31, "iter": 2400, "lr": 0.02246, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81938, "top5_acc": 0.97, "loss_cls": 1.71649, "loss": 1.71649, "time": 0.23469} {"mode": "train", "epoch": 31, "iter": 2500, "lr": 0.02246, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.82312, "top5_acc": 0.9675, "loss_cls": 1.71992, "loss": 1.71992, "time": 0.23595} {"mode": "val", "epoch": 31, "iter": 1031, "lr": 0.02246, "top1_acc": 0.79014, "top5_acc": 0.97119} {"mode": "train", "epoch": 32, "iter": 100, "lr": 0.02245, "memory": 6499, "data_time": 0.18282, "top1_acc": 0.84688, "top5_acc": 0.98, "loss_cls": 1.57772, "loss": 1.57772, "time": 0.41613} {"mode": "train", "epoch": 32, "iter": 200, "lr": 0.02244, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.84125, "top5_acc": 0.97562, "loss_cls": 1.63804, "loss": 1.63804, "time": 0.23307} {"mode": "train", "epoch": 32, "iter": 300, "lr": 0.02244, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.84875, "top5_acc": 0.98375, "loss_cls": 1.60624, "loss": 1.60624, "time": 0.23458} {"mode": "train", "epoch": 32, "iter": 400, "lr": 0.02243, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.84875, "top5_acc": 0.98125, "loss_cls": 1.56612, "loss": 1.56612, "time": 0.23279} {"mode": "train", "epoch": 32, "iter": 500, "lr": 0.02243, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84938, "top5_acc": 0.98062, "loss_cls": 1.58499, "loss": 1.58499, "time": 0.23309} {"mode": "train", "epoch": 32, "iter": 600, "lr": 0.02242, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8325, "top5_acc": 0.98062, "loss_cls": 1.64683, "loss": 1.64683, "time": 0.2332} {"mode": "train", "epoch": 32, "iter": 700, "lr": 0.02241, "memory": 6499, "data_time": 0.00049, "top1_acc": 0.84375, "top5_acc": 0.98375, "loss_cls": 1.60619, "loss": 1.60619, "time": 0.23437} {"mode": "train", "epoch": 32, "iter": 800, "lr": 0.02241, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83, "top5_acc": 0.975, "loss_cls": 1.64203, "loss": 1.64203, "time": 0.23342} {"mode": "train", "epoch": 32, "iter": 900, "lr": 0.0224, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.80438, "top5_acc": 0.97312, "loss_cls": 1.76185, "loss": 1.76185, "time": 0.23496} {"mode": "train", "epoch": 32, "iter": 1000, "lr": 0.02239, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81688, "top5_acc": 0.98062, "loss_cls": 1.68723, "loss": 1.68723, "time": 0.23379} {"mode": "train", "epoch": 32, "iter": 1100, "lr": 0.02239, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.80625, "top5_acc": 0.97312, "loss_cls": 1.76606, "loss": 1.76606, "time": 0.23417} {"mode": "train", "epoch": 32, "iter": 1200, "lr": 0.02238, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82562, "top5_acc": 0.97188, "loss_cls": 1.69626, "loss": 1.69626, "time": 0.23388} {"mode": "train", "epoch": 32, "iter": 1300, "lr": 0.02237, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82938, "top5_acc": 0.96312, "loss_cls": 1.71513, "loss": 1.71513, "time": 0.23325} {"mode": "train", "epoch": 32, "iter": 1400, "lr": 0.02237, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83625, "top5_acc": 0.97625, "loss_cls": 1.65927, "loss": 1.65927, "time": 0.23404} {"mode": "train", "epoch": 32, "iter": 1500, "lr": 0.02236, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83188, "top5_acc": 0.975, "loss_cls": 1.65886, "loss": 1.65886, "time": 0.2341} {"mode": "train", "epoch": 32, "iter": 1600, "lr": 0.02235, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83688, "top5_acc": 0.98312, "loss_cls": 1.63619, "loss": 1.63619, "time": 0.23357} {"mode": "train", "epoch": 32, "iter": 1700, "lr": 0.02235, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84062, "top5_acc": 0.97562, "loss_cls": 1.66217, "loss": 1.66217, "time": 0.23379} {"mode": "train", "epoch": 32, "iter": 1800, "lr": 0.02234, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82812, "top5_acc": 0.97625, "loss_cls": 1.68494, "loss": 1.68494, "time": 0.23415} {"mode": "train", "epoch": 32, "iter": 1900, "lr": 0.02234, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82625, "top5_acc": 0.9775, "loss_cls": 1.70412, "loss": 1.70412, "time": 0.23371} {"mode": "train", "epoch": 32, "iter": 2000, "lr": 0.02233, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83562, "top5_acc": 0.97562, "loss_cls": 1.66037, "loss": 1.66037, "time": 0.23389} {"mode": "train", "epoch": 32, "iter": 2100, "lr": 0.02232, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83875, "top5_acc": 0.97812, "loss_cls": 1.60018, "loss": 1.60018, "time": 0.23386} {"mode": "train", "epoch": 32, "iter": 2200, "lr": 0.02232, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.82, "top5_acc": 0.9775, "loss_cls": 1.70382, "loss": 1.70382, "time": 0.23343} {"mode": "train", "epoch": 32, "iter": 2300, "lr": 0.02231, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83562, "top5_acc": 0.97812, "loss_cls": 1.66866, "loss": 1.66866, "time": 0.23363} {"mode": "train", "epoch": 32, "iter": 2400, "lr": 0.0223, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83938, "top5_acc": 0.97812, "loss_cls": 1.62705, "loss": 1.62705, "time": 0.23378} {"mode": "train", "epoch": 32, "iter": 2500, "lr": 0.0223, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.845, "top5_acc": 0.98438, "loss_cls": 1.58753, "loss": 1.58753, "time": 0.23383} {"mode": "val", "epoch": 32, "iter": 1031, "lr": 0.0223, "top1_acc": 0.80924, "top5_acc": 0.97058} {"mode": "train", "epoch": 33, "iter": 100, "lr": 0.02229, "memory": 6499, "data_time": 0.18315, "top1_acc": 0.845, "top5_acc": 0.985, "loss_cls": 1.60931, "loss": 1.60931, "time": 0.41738} {"mode": "train", "epoch": 33, "iter": 200, "lr": 0.02228, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85125, "top5_acc": 0.98438, "loss_cls": 1.55576, "loss": 1.55576, "time": 0.23507} {"mode": "train", "epoch": 33, "iter": 300, "lr": 0.02228, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.84688, "top5_acc": 0.9725, "loss_cls": 1.6357, "loss": 1.6357, "time": 0.23358} {"mode": "train", "epoch": 33, "iter": 400, "lr": 0.02227, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83875, "top5_acc": 0.97562, "loss_cls": 1.63454, "loss": 1.63454, "time": 0.23381} {"mode": "train", "epoch": 33, "iter": 500, "lr": 0.02226, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83688, "top5_acc": 0.975, "loss_cls": 1.63284, "loss": 1.63284, "time": 0.23338} {"mode": "train", "epoch": 33, "iter": 600, "lr": 0.02226, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84125, "top5_acc": 0.97938, "loss_cls": 1.61733, "loss": 1.61733, "time": 0.23297} {"mode": "train", "epoch": 33, "iter": 700, "lr": 0.02225, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82188, "top5_acc": 0.97312, "loss_cls": 1.705, "loss": 1.705, "time": 0.23332} {"mode": "train", "epoch": 33, "iter": 800, "lr": 0.02224, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84438, "top5_acc": 0.97812, "loss_cls": 1.59373, "loss": 1.59373, "time": 0.23361} {"mode": "train", "epoch": 33, "iter": 900, "lr": 0.02224, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8325, "top5_acc": 0.975, "loss_cls": 1.65581, "loss": 1.65581, "time": 0.23331} {"mode": "train", "epoch": 33, "iter": 1000, "lr": 0.02223, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.82875, "top5_acc": 0.9725, "loss_cls": 1.6605, "loss": 1.6605, "time": 0.23271} {"mode": "train", "epoch": 33, "iter": 1100, "lr": 0.02222, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85438, "top5_acc": 0.98125, "loss_cls": 1.56822, "loss": 1.56822, "time": 0.23298} {"mode": "train", "epoch": 33, "iter": 1200, "lr": 0.02222, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.8325, "top5_acc": 0.97062, "loss_cls": 1.67391, "loss": 1.67391, "time": 0.23397} {"mode": "train", "epoch": 33, "iter": 1300, "lr": 0.02221, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.82125, "top5_acc": 0.98, "loss_cls": 1.70522, "loss": 1.70522, "time": 0.23399} {"mode": "train", "epoch": 33, "iter": 1400, "lr": 0.0222, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83688, "top5_acc": 0.98188, "loss_cls": 1.58434, "loss": 1.58434, "time": 0.23428} {"mode": "train", "epoch": 33, "iter": 1500, "lr": 0.0222, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84625, "top5_acc": 0.98312, "loss_cls": 1.61241, "loss": 1.61241, "time": 0.23311} {"mode": "train", "epoch": 33, "iter": 1600, "lr": 0.02219, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84875, "top5_acc": 0.97875, "loss_cls": 1.61897, "loss": 1.61897, "time": 0.23305} {"mode": "train", "epoch": 33, "iter": 1700, "lr": 0.02218, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83062, "top5_acc": 0.97562, "loss_cls": 1.66794, "loss": 1.66794, "time": 0.23391} {"mode": "train", "epoch": 33, "iter": 1800, "lr": 0.02218, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82312, "top5_acc": 0.96938, "loss_cls": 1.70719, "loss": 1.70719, "time": 0.23435} {"mode": "train", "epoch": 33, "iter": 1900, "lr": 0.02217, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8075, "top5_acc": 0.96625, "loss_cls": 1.79722, "loss": 1.79722, "time": 0.23366} {"mode": "train", "epoch": 33, "iter": 2000, "lr": 0.02217, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84688, "top5_acc": 0.97812, "loss_cls": 1.59521, "loss": 1.59521, "time": 0.23315} {"mode": "train", "epoch": 33, "iter": 2100, "lr": 0.02216, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82188, "top5_acc": 0.97438, "loss_cls": 1.66449, "loss": 1.66449, "time": 0.23426} {"mode": "train", "epoch": 33, "iter": 2200, "lr": 0.02215, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.85562, "top5_acc": 0.97938, "loss_cls": 1.55717, "loss": 1.55717, "time": 0.23427} {"mode": "train", "epoch": 33, "iter": 2300, "lr": 0.02215, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.82812, "top5_acc": 0.97688, "loss_cls": 1.6624, "loss": 1.6624, "time": 0.23444} {"mode": "train", "epoch": 33, "iter": 2400, "lr": 0.02214, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.83188, "top5_acc": 0.97125, "loss_cls": 1.69431, "loss": 1.69431, "time": 0.23465} {"mode": "train", "epoch": 33, "iter": 2500, "lr": 0.02213, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.84125, "top5_acc": 0.97625, "loss_cls": 1.61017, "loss": 1.61017, "time": 0.23393} {"mode": "val", "epoch": 33, "iter": 1031, "lr": 0.02213, "top1_acc": 0.811, "top5_acc": 0.96973} {"mode": "train", "epoch": 34, "iter": 100, "lr": 0.02212, "memory": 6499, "data_time": 0.18373, "top1_acc": 0.825, "top5_acc": 0.97938, "loss_cls": 1.65815, "loss": 1.65815, "time": 0.41818} {"mode": "train", "epoch": 34, "iter": 200, "lr": 0.02212, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84938, "top5_acc": 0.98125, "loss_cls": 1.56094, "loss": 1.56094, "time": 0.23374} {"mode": "train", "epoch": 34, "iter": 300, "lr": 0.02211, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83062, "top5_acc": 0.97875, "loss_cls": 1.66414, "loss": 1.66414, "time": 0.23506} {"mode": "train", "epoch": 34, "iter": 400, "lr": 0.0221, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.83, "top5_acc": 0.97188, "loss_cls": 1.68117, "loss": 1.68117, "time": 0.23523} {"mode": "train", "epoch": 34, "iter": 500, "lr": 0.0221, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83125, "top5_acc": 0.97875, "loss_cls": 1.6485, "loss": 1.6485, "time": 0.23483} {"mode": "train", "epoch": 34, "iter": 600, "lr": 0.02209, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84, "top5_acc": 0.98188, "loss_cls": 1.61136, "loss": 1.61136, "time": 0.23445} {"mode": "train", "epoch": 34, "iter": 700, "lr": 0.02208, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84625, "top5_acc": 0.9775, "loss_cls": 1.59528, "loss": 1.59528, "time": 0.2337} {"mode": "train", "epoch": 34, "iter": 800, "lr": 0.02208, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82188, "top5_acc": 0.97438, "loss_cls": 1.69926, "loss": 1.69926, "time": 0.23364} {"mode": "train", "epoch": 34, "iter": 900, "lr": 0.02207, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82438, "top5_acc": 0.97875, "loss_cls": 1.69181, "loss": 1.69181, "time": 0.23394} {"mode": "train", "epoch": 34, "iter": 1000, "lr": 0.02206, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83188, "top5_acc": 0.97625, "loss_cls": 1.66214, "loss": 1.66214, "time": 0.23458} {"mode": "train", "epoch": 34, "iter": 1100, "lr": 0.02206, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8125, "top5_acc": 0.97312, "loss_cls": 1.73861, "loss": 1.73861, "time": 0.23522} {"mode": "train", "epoch": 34, "iter": 1200, "lr": 0.02205, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82875, "top5_acc": 0.97125, "loss_cls": 1.68419, "loss": 1.68419, "time": 0.23366} {"mode": "train", "epoch": 34, "iter": 1300, "lr": 0.02204, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81625, "top5_acc": 0.97562, "loss_cls": 1.74982, "loss": 1.74982, "time": 0.2333} {"mode": "train", "epoch": 34, "iter": 1400, "lr": 0.02204, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83938, "top5_acc": 0.97938, "loss_cls": 1.63413, "loss": 1.63413, "time": 0.234} {"mode": "train", "epoch": 34, "iter": 1500, "lr": 0.02203, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84875, "top5_acc": 0.98, "loss_cls": 1.59104, "loss": 1.59104, "time": 0.23524} {"mode": "train", "epoch": 34, "iter": 1600, "lr": 0.02202, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.86062, "top5_acc": 0.98125, "loss_cls": 1.51592, "loss": 1.51592, "time": 0.23344} {"mode": "train", "epoch": 34, "iter": 1700, "lr": 0.02202, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84688, "top5_acc": 0.98188, "loss_cls": 1.57115, "loss": 1.57115, "time": 0.23424} {"mode": "train", "epoch": 34, "iter": 1800, "lr": 0.02201, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83625, "top5_acc": 0.98188, "loss_cls": 1.62133, "loss": 1.62133, "time": 0.23515} {"mode": "train", "epoch": 34, "iter": 1900, "lr": 0.022, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82875, "top5_acc": 0.98, "loss_cls": 1.69742, "loss": 1.69742, "time": 0.23385} {"mode": "train", "epoch": 34, "iter": 2000, "lr": 0.022, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.82125, "top5_acc": 0.97812, "loss_cls": 1.69386, "loss": 1.69386, "time": 0.23372} {"mode": "train", "epoch": 34, "iter": 2100, "lr": 0.02199, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8175, "top5_acc": 0.97125, "loss_cls": 1.74311, "loss": 1.74311, "time": 0.23332} {"mode": "train", "epoch": 34, "iter": 2200, "lr": 0.02198, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84125, "top5_acc": 0.97438, "loss_cls": 1.64655, "loss": 1.64655, "time": 0.23359} {"mode": "train", "epoch": 34, "iter": 2300, "lr": 0.02198, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.84875, "top5_acc": 0.97688, "loss_cls": 1.59731, "loss": 1.59731, "time": 0.23443} {"mode": "train", "epoch": 34, "iter": 2400, "lr": 0.02197, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.835, "top5_acc": 0.97438, "loss_cls": 1.64647, "loss": 1.64647, "time": 0.23535} {"mode": "train", "epoch": 34, "iter": 2500, "lr": 0.02196, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.83062, "top5_acc": 0.97312, "loss_cls": 1.69447, "loss": 1.69447, "time": 0.23412} {"mode": "val", "epoch": 34, "iter": 1031, "lr": 0.02196, "top1_acc": 0.82841, "top5_acc": 0.97337} {"mode": "train", "epoch": 35, "iter": 100, "lr": 0.02196, "memory": 6499, "data_time": 0.18011, "top1_acc": 0.86125, "top5_acc": 0.98125, "loss_cls": 1.5247, "loss": 1.5247, "time": 0.41458} {"mode": "train", "epoch": 35, "iter": 200, "lr": 0.02195, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83562, "top5_acc": 0.98062, "loss_cls": 1.64799, "loss": 1.64799, "time": 0.23395} {"mode": "train", "epoch": 35, "iter": 300, "lr": 0.02194, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84875, "top5_acc": 0.98188, "loss_cls": 1.56129, "loss": 1.56129, "time": 0.23407} {"mode": "train", "epoch": 35, "iter": 400, "lr": 0.02194, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86, "top5_acc": 0.98062, "loss_cls": 1.52153, "loss": 1.52153, "time": 0.23269} {"mode": "train", "epoch": 35, "iter": 500, "lr": 0.02193, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85375, "top5_acc": 0.98062, "loss_cls": 1.59369, "loss": 1.59369, "time": 0.23387} {"mode": "train", "epoch": 35, "iter": 600, "lr": 0.02192, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83875, "top5_acc": 0.98, "loss_cls": 1.61279, "loss": 1.61279, "time": 0.23392} {"mode": "train", "epoch": 35, "iter": 700, "lr": 0.02191, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8425, "top5_acc": 0.97875, "loss_cls": 1.61348, "loss": 1.61348, "time": 0.23387} {"mode": "train", "epoch": 35, "iter": 800, "lr": 0.02191, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.835, "top5_acc": 0.98, "loss_cls": 1.64775, "loss": 1.64775, "time": 0.23349} {"mode": "train", "epoch": 35, "iter": 900, "lr": 0.0219, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83375, "top5_acc": 0.97375, "loss_cls": 1.68279, "loss": 1.68279, "time": 0.23292} {"mode": "train", "epoch": 35, "iter": 1000, "lr": 0.02189, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.855, "top5_acc": 0.97875, "loss_cls": 1.5552, "loss": 1.5552, "time": 0.23299} {"mode": "train", "epoch": 35, "iter": 1100, "lr": 0.02189, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8375, "top5_acc": 0.98062, "loss_cls": 1.61717, "loss": 1.61717, "time": 0.23305} {"mode": "train", "epoch": 35, "iter": 1200, "lr": 0.02188, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84625, "top5_acc": 0.97438, "loss_cls": 1.58757, "loss": 1.58757, "time": 0.2327} {"mode": "train", "epoch": 35, "iter": 1300, "lr": 0.02187, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83062, "top5_acc": 0.97875, "loss_cls": 1.66057, "loss": 1.66057, "time": 0.23297} {"mode": "train", "epoch": 35, "iter": 1400, "lr": 0.02187, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84562, "top5_acc": 0.98312, "loss_cls": 1.60534, "loss": 1.60534, "time": 0.23345} {"mode": "train", "epoch": 35, "iter": 1500, "lr": 0.02186, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84812, "top5_acc": 0.975, "loss_cls": 1.61219, "loss": 1.61219, "time": 0.23304} {"mode": "train", "epoch": 35, "iter": 1600, "lr": 0.02185, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82312, "top5_acc": 0.97938, "loss_cls": 1.69147, "loss": 1.69147, "time": 0.2342} {"mode": "train", "epoch": 35, "iter": 1700, "lr": 0.02185, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81938, "top5_acc": 0.98062, "loss_cls": 1.73398, "loss": 1.73398, "time": 0.23298} {"mode": "train", "epoch": 35, "iter": 1800, "lr": 0.02184, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.825, "top5_acc": 0.96625, "loss_cls": 1.74464, "loss": 1.74464, "time": 0.23376} {"mode": "train", "epoch": 35, "iter": 1900, "lr": 0.02183, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.83812, "top5_acc": 0.97875, "loss_cls": 1.65509, "loss": 1.65509, "time": 0.23346} {"mode": "train", "epoch": 35, "iter": 2000, "lr": 0.02182, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83188, "top5_acc": 0.97938, "loss_cls": 1.64448, "loss": 1.64448, "time": 0.23324} {"mode": "train", "epoch": 35, "iter": 2100, "lr": 0.02182, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80938, "top5_acc": 0.97, "loss_cls": 1.75535, "loss": 1.75535, "time": 0.23325} {"mode": "train", "epoch": 35, "iter": 2200, "lr": 0.02181, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8475, "top5_acc": 0.97562, "loss_cls": 1.60162, "loss": 1.60162, "time": 0.23333} {"mode": "train", "epoch": 35, "iter": 2300, "lr": 0.0218, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.845, "top5_acc": 0.975, "loss_cls": 1.61351, "loss": 1.61351, "time": 0.23273} {"mode": "train", "epoch": 35, "iter": 2400, "lr": 0.0218, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82125, "top5_acc": 0.9675, "loss_cls": 1.72, "loss": 1.72, "time": 0.23407} {"mode": "train", "epoch": 35, "iter": 2500, "lr": 0.02179, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85625, "top5_acc": 0.98438, "loss_cls": 1.548, "loss": 1.548, "time": 0.23367} {"mode": "val", "epoch": 35, "iter": 1031, "lr": 0.02179, "top1_acc": 0.79711, "top5_acc": 0.96397} {"mode": "train", "epoch": 36, "iter": 100, "lr": 0.02178, "memory": 6499, "data_time": 0.18164, "top1_acc": 0.8525, "top5_acc": 0.97875, "loss_cls": 1.5516, "loss": 1.5516, "time": 0.4147} {"mode": "train", "epoch": 36, "iter": 200, "lr": 0.02178, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84312, "top5_acc": 0.98562, "loss_cls": 1.58599, "loss": 1.58599, "time": 0.23387} {"mode": "train", "epoch": 36, "iter": 300, "lr": 0.02177, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85125, "top5_acc": 0.97625, "loss_cls": 1.53631, "loss": 1.53631, "time": 0.23504} {"mode": "train", "epoch": 36, "iter": 400, "lr": 0.02176, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.82625, "top5_acc": 0.97438, "loss_cls": 1.70684, "loss": 1.70684, "time": 0.23503} {"mode": "train", "epoch": 36, "iter": 500, "lr": 0.02175, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82688, "top5_acc": 0.97938, "loss_cls": 1.68206, "loss": 1.68206, "time": 0.23448} {"mode": "train", "epoch": 36, "iter": 600, "lr": 0.02175, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82938, "top5_acc": 0.97188, "loss_cls": 1.64766, "loss": 1.64766, "time": 0.23317} {"mode": "train", "epoch": 36, "iter": 700, "lr": 0.02174, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.845, "top5_acc": 0.97875, "loss_cls": 1.62279, "loss": 1.62279, "time": 0.23375} {"mode": "train", "epoch": 36, "iter": 800, "lr": 0.02173, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.84688, "top5_acc": 0.98438, "loss_cls": 1.55698, "loss": 1.55698, "time": 0.23326} {"mode": "train", "epoch": 36, "iter": 900, "lr": 0.02173, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84312, "top5_acc": 0.97562, "loss_cls": 1.61876, "loss": 1.61876, "time": 0.23429} {"mode": "train", "epoch": 36, "iter": 1000, "lr": 0.02172, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.85312, "top5_acc": 0.98375, "loss_cls": 1.57937, "loss": 1.57937, "time": 0.23399} {"mode": "train", "epoch": 36, "iter": 1100, "lr": 0.02171, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82875, "top5_acc": 0.97562, "loss_cls": 1.66259, "loss": 1.66259, "time": 0.2346} {"mode": "train", "epoch": 36, "iter": 1200, "lr": 0.02171, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8375, "top5_acc": 0.97875, "loss_cls": 1.63703, "loss": 1.63703, "time": 0.23374} {"mode": "train", "epoch": 36, "iter": 1300, "lr": 0.0217, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8375, "top5_acc": 0.97688, "loss_cls": 1.61747, "loss": 1.61747, "time": 0.23344} {"mode": "train", "epoch": 36, "iter": 1400, "lr": 0.02169, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.85125, "top5_acc": 0.9825, "loss_cls": 1.57984, "loss": 1.57984, "time": 0.23477} {"mode": "train", "epoch": 36, "iter": 1500, "lr": 0.02168, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85375, "top5_acc": 0.98375, "loss_cls": 1.54767, "loss": 1.54767, "time": 0.23375} {"mode": "train", "epoch": 36, "iter": 1600, "lr": 0.02168, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.84312, "top5_acc": 0.975, "loss_cls": 1.6181, "loss": 1.6181, "time": 0.23602} {"mode": "train", "epoch": 36, "iter": 1700, "lr": 0.02167, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.84, "top5_acc": 0.98, "loss_cls": 1.6282, "loss": 1.6282, "time": 0.23495} {"mode": "train", "epoch": 36, "iter": 1800, "lr": 0.02166, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82375, "top5_acc": 0.97375, "loss_cls": 1.685, "loss": 1.685, "time": 0.23378} {"mode": "train", "epoch": 36, "iter": 1900, "lr": 0.02166, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.84125, "top5_acc": 0.98125, "loss_cls": 1.60522, "loss": 1.60522, "time": 0.23458} {"mode": "train", "epoch": 36, "iter": 2000, "lr": 0.02165, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.845, "top5_acc": 0.98, "loss_cls": 1.62609, "loss": 1.62609, "time": 0.23437} {"mode": "train", "epoch": 36, "iter": 2100, "lr": 0.02164, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83938, "top5_acc": 0.97688, "loss_cls": 1.62764, "loss": 1.62764, "time": 0.2339} {"mode": "train", "epoch": 36, "iter": 2200, "lr": 0.02163, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81938, "top5_acc": 0.97688, "loss_cls": 1.73298, "loss": 1.73298, "time": 0.23392} {"mode": "train", "epoch": 36, "iter": 2300, "lr": 0.02163, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.80625, "top5_acc": 0.97, "loss_cls": 1.75612, "loss": 1.75612, "time": 0.23379} {"mode": "train", "epoch": 36, "iter": 2400, "lr": 0.02162, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82938, "top5_acc": 0.96625, "loss_cls": 1.71591, "loss": 1.71591, "time": 0.23414} {"mode": "train", "epoch": 36, "iter": 2500, "lr": 0.02161, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83438, "top5_acc": 0.97938, "loss_cls": 1.61326, "loss": 1.61326, "time": 0.23537} {"mode": "val", "epoch": 36, "iter": 1031, "lr": 0.02161, "top1_acc": 0.78207, "top5_acc": 0.965} {"mode": "train", "epoch": 37, "iter": 100, "lr": 0.02161, "memory": 6499, "data_time": 0.18487, "top1_acc": 0.85375, "top5_acc": 0.98125, "loss_cls": 1.55898, "loss": 1.55898, "time": 0.42007} {"mode": "train", "epoch": 37, "iter": 200, "lr": 0.0216, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84688, "top5_acc": 0.98188, "loss_cls": 1.58911, "loss": 1.58911, "time": 0.23361} {"mode": "train", "epoch": 37, "iter": 300, "lr": 0.02159, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8475, "top5_acc": 0.97875, "loss_cls": 1.58216, "loss": 1.58216, "time": 0.23427} {"mode": "train", "epoch": 37, "iter": 400, "lr": 0.02158, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85562, "top5_acc": 0.98312, "loss_cls": 1.54323, "loss": 1.54323, "time": 0.23362} {"mode": "train", "epoch": 37, "iter": 500, "lr": 0.02158, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85062, "top5_acc": 0.98438, "loss_cls": 1.56756, "loss": 1.56756, "time": 0.23361} {"mode": "train", "epoch": 37, "iter": 600, "lr": 0.02157, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85938, "top5_acc": 0.97625, "loss_cls": 1.54781, "loss": 1.54781, "time": 0.23315} {"mode": "train", "epoch": 37, "iter": 700, "lr": 0.02156, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.84812, "top5_acc": 0.975, "loss_cls": 1.60817, "loss": 1.60817, "time": 0.23317} {"mode": "train", "epoch": 37, "iter": 800, "lr": 0.02155, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84188, "top5_acc": 0.98188, "loss_cls": 1.59473, "loss": 1.59473, "time": 0.23458} {"mode": "train", "epoch": 37, "iter": 900, "lr": 0.02155, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82, "top5_acc": 0.97125, "loss_cls": 1.69997, "loss": 1.69997, "time": 0.23348} {"mode": "train", "epoch": 37, "iter": 1000, "lr": 0.02154, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83938, "top5_acc": 0.97812, "loss_cls": 1.63077, "loss": 1.63077, "time": 0.23338} {"mode": "train", "epoch": 37, "iter": 1100, "lr": 0.02153, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82875, "top5_acc": 0.97312, "loss_cls": 1.69254, "loss": 1.69254, "time": 0.23397} {"mode": "train", "epoch": 37, "iter": 1200, "lr": 0.02153, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8475, "top5_acc": 0.9825, "loss_cls": 1.56492, "loss": 1.56492, "time": 0.23468} {"mode": "train", "epoch": 37, "iter": 1300, "lr": 0.02152, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83562, "top5_acc": 0.98, "loss_cls": 1.65262, "loss": 1.65262, "time": 0.23426} {"mode": "train", "epoch": 37, "iter": 1400, "lr": 0.02151, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.8325, "top5_acc": 0.97375, "loss_cls": 1.65862, "loss": 1.65862, "time": 0.23379} {"mode": "train", "epoch": 37, "iter": 1500, "lr": 0.0215, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83312, "top5_acc": 0.97562, "loss_cls": 1.67404, "loss": 1.67404, "time": 0.23323} {"mode": "train", "epoch": 37, "iter": 1600, "lr": 0.0215, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.83312, "top5_acc": 0.9775, "loss_cls": 1.66607, "loss": 1.66607, "time": 0.23376} {"mode": "train", "epoch": 37, "iter": 1700, "lr": 0.02149, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82938, "top5_acc": 0.97562, "loss_cls": 1.67625, "loss": 1.67625, "time": 0.23404} {"mode": "train", "epoch": 37, "iter": 1800, "lr": 0.02148, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.84438, "top5_acc": 0.97188, "loss_cls": 1.59085, "loss": 1.59085, "time": 0.23441} {"mode": "train", "epoch": 37, "iter": 1900, "lr": 0.02148, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.84812, "top5_acc": 0.98062, "loss_cls": 1.60474, "loss": 1.60474, "time": 0.23441} {"mode": "train", "epoch": 37, "iter": 2000, "lr": 0.02147, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.83625, "top5_acc": 0.98438, "loss_cls": 1.61943, "loss": 1.61943, "time": 0.23432} {"mode": "train", "epoch": 37, "iter": 2100, "lr": 0.02146, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83125, "top5_acc": 0.97562, "loss_cls": 1.68321, "loss": 1.68321, "time": 0.2336} {"mode": "train", "epoch": 37, "iter": 2200, "lr": 0.02145, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84062, "top5_acc": 0.98, "loss_cls": 1.62846, "loss": 1.62846, "time": 0.23384} {"mode": "train", "epoch": 37, "iter": 2300, "lr": 0.02145, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83188, "top5_acc": 0.97812, "loss_cls": 1.65616, "loss": 1.65616, "time": 0.23397} {"mode": "train", "epoch": 37, "iter": 2400, "lr": 0.02144, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83625, "top5_acc": 0.98062, "loss_cls": 1.62142, "loss": 1.62142, "time": 0.23433} {"mode": "train", "epoch": 37, "iter": 2500, "lr": 0.02143, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.8475, "top5_acc": 0.97812, "loss_cls": 1.59234, "loss": 1.59234, "time": 0.2341} {"mode": "val", "epoch": 37, "iter": 1031, "lr": 0.02143, "top1_acc": 0.81864, "top5_acc": 0.97265} {"mode": "train", "epoch": 38, "iter": 100, "lr": 0.02142, "memory": 6499, "data_time": 0.18271, "top1_acc": 0.8575, "top5_acc": 0.9775, "loss_cls": 1.51125, "loss": 1.51125, "time": 0.41635} {"mode": "train", "epoch": 38, "iter": 200, "lr": 0.02142, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.84125, "top5_acc": 0.98125, "loss_cls": 1.59183, "loss": 1.59183, "time": 0.23418} {"mode": "train", "epoch": 38, "iter": 300, "lr": 0.02141, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85438, "top5_acc": 0.9825, "loss_cls": 1.5708, "loss": 1.5708, "time": 0.23391} {"mode": "train", "epoch": 38, "iter": 400, "lr": 0.0214, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.84125, "top5_acc": 0.98125, "loss_cls": 1.63399, "loss": 1.63399, "time": 0.23388} {"mode": "train", "epoch": 38, "iter": 500, "lr": 0.02139, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83312, "top5_acc": 0.975, "loss_cls": 1.66006, "loss": 1.66006, "time": 0.23379} {"mode": "train", "epoch": 38, "iter": 600, "lr": 0.02139, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8375, "top5_acc": 0.9825, "loss_cls": 1.60874, "loss": 1.60874, "time": 0.23365} {"mode": "train", "epoch": 38, "iter": 700, "lr": 0.02138, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86, "top5_acc": 0.9875, "loss_cls": 1.50758, "loss": 1.50758, "time": 0.23498} {"mode": "train", "epoch": 38, "iter": 800, "lr": 0.02137, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8425, "top5_acc": 0.98188, "loss_cls": 1.60001, "loss": 1.60001, "time": 0.23429} {"mode": "train", "epoch": 38, "iter": 900, "lr": 0.02136, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83375, "top5_acc": 0.97938, "loss_cls": 1.66085, "loss": 1.66085, "time": 0.234} {"mode": "train", "epoch": 38, "iter": 1000, "lr": 0.02136, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.84688, "top5_acc": 0.9725, "loss_cls": 1.59001, "loss": 1.59001, "time": 0.23353} {"mode": "train", "epoch": 38, "iter": 1100, "lr": 0.02135, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84938, "top5_acc": 0.9775, "loss_cls": 1.60259, "loss": 1.60259, "time": 0.23352} {"mode": "train", "epoch": 38, "iter": 1200, "lr": 0.02134, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.8325, "top5_acc": 0.97812, "loss_cls": 1.66598, "loss": 1.66598, "time": 0.23367} {"mode": "train", "epoch": 38, "iter": 1300, "lr": 0.02134, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83625, "top5_acc": 0.97312, "loss_cls": 1.6454, "loss": 1.6454, "time": 0.23343} {"mode": "train", "epoch": 38, "iter": 1400, "lr": 0.02133, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84562, "top5_acc": 0.97625, "loss_cls": 1.5896, "loss": 1.5896, "time": 0.23307} {"mode": "train", "epoch": 38, "iter": 1500, "lr": 0.02132, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82938, "top5_acc": 0.97875, "loss_cls": 1.6621, "loss": 1.6621, "time": 0.23398} {"mode": "train", "epoch": 38, "iter": 1600, "lr": 0.02131, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8475, "top5_acc": 0.98062, "loss_cls": 1.62084, "loss": 1.62084, "time": 0.23396} {"mode": "train", "epoch": 38, "iter": 1700, "lr": 0.02131, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82812, "top5_acc": 0.97562, "loss_cls": 1.65027, "loss": 1.65027, "time": 0.23335} {"mode": "train", "epoch": 38, "iter": 1800, "lr": 0.0213, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8475, "top5_acc": 0.97875, "loss_cls": 1.60864, "loss": 1.60864, "time": 0.23391} {"mode": "train", "epoch": 38, "iter": 1900, "lr": 0.02129, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8575, "top5_acc": 0.98188, "loss_cls": 1.55757, "loss": 1.55757, "time": 0.2343} {"mode": "train", "epoch": 38, "iter": 2000, "lr": 0.02128, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.8225, "top5_acc": 0.9775, "loss_cls": 1.70954, "loss": 1.70954, "time": 0.23405} {"mode": "train", "epoch": 38, "iter": 2100, "lr": 0.02128, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8175, "top5_acc": 0.975, "loss_cls": 1.70003, "loss": 1.70003, "time": 0.23424} {"mode": "train", "epoch": 38, "iter": 2200, "lr": 0.02127, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8325, "top5_acc": 0.97812, "loss_cls": 1.62987, "loss": 1.62987, "time": 0.23337} {"mode": "train", "epoch": 38, "iter": 2300, "lr": 0.02126, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84062, "top5_acc": 0.97438, "loss_cls": 1.64211, "loss": 1.64211, "time": 0.23396} {"mode": "train", "epoch": 38, "iter": 2400, "lr": 0.02125, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83438, "top5_acc": 0.9825, "loss_cls": 1.65683, "loss": 1.65683, "time": 0.23427} {"mode": "train", "epoch": 38, "iter": 2500, "lr": 0.02125, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.835, "top5_acc": 0.98188, "loss_cls": 1.63013, "loss": 1.63013, "time": 0.23472} {"mode": "val", "epoch": 38, "iter": 1031, "lr": 0.02125, "top1_acc": 0.81422, "top5_acc": 0.97368} {"mode": "train", "epoch": 39, "iter": 100, "lr": 0.02124, "memory": 6499, "data_time": 0.18763, "top1_acc": 0.83625, "top5_acc": 0.975, "loss_cls": 1.59557, "loss": 1.59557, "time": 0.42301} {"mode": "train", "epoch": 39, "iter": 200, "lr": 0.02123, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83562, "top5_acc": 0.98062, "loss_cls": 1.63687, "loss": 1.63687, "time": 0.23491} {"mode": "train", "epoch": 39, "iter": 300, "lr": 0.02122, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.84312, "top5_acc": 0.975, "loss_cls": 1.62307, "loss": 1.62307, "time": 0.23537} {"mode": "train", "epoch": 39, "iter": 400, "lr": 0.02122, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85812, "top5_acc": 0.97688, "loss_cls": 1.5349, "loss": 1.5349, "time": 0.23473} {"mode": "train", "epoch": 39, "iter": 500, "lr": 0.02121, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86375, "top5_acc": 0.97875, "loss_cls": 1.56821, "loss": 1.56821, "time": 0.2354} {"mode": "train", "epoch": 39, "iter": 600, "lr": 0.0212, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83, "top5_acc": 0.985, "loss_cls": 1.64348, "loss": 1.64348, "time": 0.23554} {"mode": "train", "epoch": 39, "iter": 700, "lr": 0.02119, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8525, "top5_acc": 0.97812, "loss_cls": 1.56834, "loss": 1.56834, "time": 0.2349} {"mode": "train", "epoch": 39, "iter": 800, "lr": 0.02119, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.84625, "top5_acc": 0.97625, "loss_cls": 1.59522, "loss": 1.59522, "time": 0.2349} {"mode": "train", "epoch": 39, "iter": 900, "lr": 0.02118, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8275, "top5_acc": 0.97625, "loss_cls": 1.65887, "loss": 1.65887, "time": 0.23496} {"mode": "train", "epoch": 39, "iter": 1000, "lr": 0.02117, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82875, "top5_acc": 0.98125, "loss_cls": 1.63899, "loss": 1.63899, "time": 0.23536} {"mode": "train", "epoch": 39, "iter": 1100, "lr": 0.02116, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.845, "top5_acc": 0.98188, "loss_cls": 1.61889, "loss": 1.61889, "time": 0.23536} {"mode": "train", "epoch": 39, "iter": 1200, "lr": 0.02116, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8575, "top5_acc": 0.975, "loss_cls": 1.57916, "loss": 1.57916, "time": 0.2354} {"mode": "train", "epoch": 39, "iter": 1300, "lr": 0.02115, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84438, "top5_acc": 0.98062, "loss_cls": 1.5906, "loss": 1.5906, "time": 0.23533} {"mode": "train", "epoch": 39, "iter": 1400, "lr": 0.02114, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83625, "top5_acc": 0.9775, "loss_cls": 1.64895, "loss": 1.64895, "time": 0.23525} {"mode": "train", "epoch": 39, "iter": 1500, "lr": 0.02113, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84062, "top5_acc": 0.97938, "loss_cls": 1.61822, "loss": 1.61822, "time": 0.23502} {"mode": "train", "epoch": 39, "iter": 1600, "lr": 0.02113, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8525, "top5_acc": 0.97812, "loss_cls": 1.57903, "loss": 1.57903, "time": 0.23524} {"mode": "train", "epoch": 39, "iter": 1700, "lr": 0.02112, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86125, "top5_acc": 0.9825, "loss_cls": 1.53445, "loss": 1.53445, "time": 0.23596} {"mode": "train", "epoch": 39, "iter": 1800, "lr": 0.02111, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83812, "top5_acc": 0.97938, "loss_cls": 1.60135, "loss": 1.60135, "time": 0.23574} {"mode": "train", "epoch": 39, "iter": 1900, "lr": 0.0211, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82438, "top5_acc": 0.97625, "loss_cls": 1.69549, "loss": 1.69549, "time": 0.23487} {"mode": "train", "epoch": 39, "iter": 2000, "lr": 0.0211, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84875, "top5_acc": 0.98562, "loss_cls": 1.55898, "loss": 1.55898, "time": 0.2346} {"mode": "train", "epoch": 39, "iter": 2100, "lr": 0.02109, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84, "top5_acc": 0.98188, "loss_cls": 1.59518, "loss": 1.59518, "time": 0.2354} {"mode": "train", "epoch": 39, "iter": 2200, "lr": 0.02108, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84688, "top5_acc": 0.9825, "loss_cls": 1.60556, "loss": 1.60556, "time": 0.23577} {"mode": "train", "epoch": 39, "iter": 2300, "lr": 0.02107, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83438, "top5_acc": 0.97312, "loss_cls": 1.64095, "loss": 1.64095, "time": 0.23501} {"mode": "train", "epoch": 39, "iter": 2400, "lr": 0.02106, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8475, "top5_acc": 0.9775, "loss_cls": 1.60425, "loss": 1.60425, "time": 0.23511} {"mode": "train", "epoch": 39, "iter": 2500, "lr": 0.02106, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8425, "top5_acc": 0.98, "loss_cls": 1.6369, "loss": 1.6369, "time": 0.23472} {"mode": "val", "epoch": 39, "iter": 1031, "lr": 0.02106, "top1_acc": 0.80281, "top5_acc": 0.96731} {"mode": "train", "epoch": 40, "iter": 100, "lr": 0.02105, "memory": 6499, "data_time": 0.18151, "top1_acc": 0.84375, "top5_acc": 0.985, "loss_cls": 1.58403, "loss": 1.58403, "time": 0.41551} {"mode": "train", "epoch": 40, "iter": 200, "lr": 0.02104, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8575, "top5_acc": 0.97875, "loss_cls": 1.5761, "loss": 1.5761, "time": 0.23316} {"mode": "train", "epoch": 40, "iter": 300, "lr": 0.02103, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.84188, "top5_acc": 0.9775, "loss_cls": 1.61091, "loss": 1.61091, "time": 0.23351} {"mode": "train", "epoch": 40, "iter": 400, "lr": 0.02103, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.83938, "top5_acc": 0.9775, "loss_cls": 1.60388, "loss": 1.60388, "time": 0.23377} {"mode": "train", "epoch": 40, "iter": 500, "lr": 0.02102, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82812, "top5_acc": 0.97312, "loss_cls": 1.68099, "loss": 1.68099, "time": 0.23412} {"mode": "train", "epoch": 40, "iter": 600, "lr": 0.02101, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85312, "top5_acc": 0.9775, "loss_cls": 1.56689, "loss": 1.56689, "time": 0.23353} {"mode": "train", "epoch": 40, "iter": 700, "lr": 0.021, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84188, "top5_acc": 0.9825, "loss_cls": 1.58122, "loss": 1.58122, "time": 0.23319} {"mode": "train", "epoch": 40, "iter": 800, "lr": 0.021, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84875, "top5_acc": 0.975, "loss_cls": 1.60398, "loss": 1.60398, "time": 0.23395} {"mode": "train", "epoch": 40, "iter": 900, "lr": 0.02099, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84938, "top5_acc": 0.97812, "loss_cls": 1.58829, "loss": 1.58829, "time": 0.23379} {"mode": "train", "epoch": 40, "iter": 1000, "lr": 0.02098, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8425, "top5_acc": 0.97812, "loss_cls": 1.61291, "loss": 1.61291, "time": 0.23339} {"mode": "train", "epoch": 40, "iter": 1100, "lr": 0.02097, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84812, "top5_acc": 0.98, "loss_cls": 1.60189, "loss": 1.60189, "time": 0.23363} {"mode": "train", "epoch": 40, "iter": 1200, "lr": 0.02097, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.83562, "top5_acc": 0.98438, "loss_cls": 1.59412, "loss": 1.59412, "time": 0.23278} {"mode": "train", "epoch": 40, "iter": 1300, "lr": 0.02096, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84812, "top5_acc": 0.98125, "loss_cls": 1.58286, "loss": 1.58286, "time": 0.23317} {"mode": "train", "epoch": 40, "iter": 1400, "lr": 0.02095, "memory": 6499, "data_time": 0.00052, "top1_acc": 0.84438, "top5_acc": 0.98, "loss_cls": 1.5905, "loss": 1.5905, "time": 0.2345} {"mode": "train", "epoch": 40, "iter": 1500, "lr": 0.02094, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84312, "top5_acc": 0.97875, "loss_cls": 1.63671, "loss": 1.63671, "time": 0.23403} {"mode": "train", "epoch": 40, "iter": 1600, "lr": 0.02093, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85875, "top5_acc": 0.9775, "loss_cls": 1.55155, "loss": 1.55155, "time": 0.23394} {"mode": "train", "epoch": 40, "iter": 1700, "lr": 0.02093, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.855, "top5_acc": 0.98312, "loss_cls": 1.52714, "loss": 1.52714, "time": 0.23282} {"mode": "train", "epoch": 40, "iter": 1800, "lr": 0.02092, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83688, "top5_acc": 0.975, "loss_cls": 1.62942, "loss": 1.62942, "time": 0.23273} {"mode": "train", "epoch": 40, "iter": 1900, "lr": 0.02091, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82688, "top5_acc": 0.9775, "loss_cls": 1.68679, "loss": 1.68679, "time": 0.23246} {"mode": "train", "epoch": 40, "iter": 2000, "lr": 0.0209, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83438, "top5_acc": 0.97625, "loss_cls": 1.63084, "loss": 1.63084, "time": 0.23309} {"mode": "train", "epoch": 40, "iter": 2100, "lr": 0.0209, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84312, "top5_acc": 0.97875, "loss_cls": 1.62564, "loss": 1.62564, "time": 0.23253} {"mode": "train", "epoch": 40, "iter": 2200, "lr": 0.02089, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84875, "top5_acc": 0.97625, "loss_cls": 1.58234, "loss": 1.58234, "time": 0.23363} {"mode": "train", "epoch": 40, "iter": 2300, "lr": 0.02088, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8475, "top5_acc": 0.98312, "loss_cls": 1.61725, "loss": 1.61725, "time": 0.23466} {"mode": "train", "epoch": 40, "iter": 2400, "lr": 0.02087, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83438, "top5_acc": 0.97, "loss_cls": 1.68461, "loss": 1.68461, "time": 0.23268} {"mode": "train", "epoch": 40, "iter": 2500, "lr": 0.02086, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85312, "top5_acc": 0.97938, "loss_cls": 1.56176, "loss": 1.56176, "time": 0.23369} {"mode": "val", "epoch": 40, "iter": 1031, "lr": 0.02086, "top1_acc": 0.82022, "top5_acc": 0.97125} {"mode": "train", "epoch": 41, "iter": 100, "lr": 0.02086, "memory": 6499, "data_time": 0.18589, "top1_acc": 0.84062, "top5_acc": 0.97938, "loss_cls": 1.65729, "loss": 1.65729, "time": 0.41905} {"mode": "train", "epoch": 41, "iter": 200, "lr": 0.02085, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.83562, "top5_acc": 0.97812, "loss_cls": 1.64173, "loss": 1.64173, "time": 0.23379} {"mode": "train", "epoch": 41, "iter": 300, "lr": 0.02084, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84688, "top5_acc": 0.98375, "loss_cls": 1.56476, "loss": 1.56476, "time": 0.23411} {"mode": "train", "epoch": 41, "iter": 400, "lr": 0.02083, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84438, "top5_acc": 0.97875, "loss_cls": 1.60957, "loss": 1.60957, "time": 0.23318} {"mode": "train", "epoch": 41, "iter": 500, "lr": 0.02083, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85938, "top5_acc": 0.98562, "loss_cls": 1.52107, "loss": 1.52107, "time": 0.23247} {"mode": "train", "epoch": 41, "iter": 600, "lr": 0.02082, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84, "top5_acc": 0.97625, "loss_cls": 1.61733, "loss": 1.61733, "time": 0.23298} {"mode": "train", "epoch": 41, "iter": 700, "lr": 0.02081, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.84062, "top5_acc": 0.97812, "loss_cls": 1.59976, "loss": 1.59976, "time": 0.23347} {"mode": "train", "epoch": 41, "iter": 800, "lr": 0.0208, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.84938, "top5_acc": 0.9775, "loss_cls": 1.59818, "loss": 1.59818, "time": 0.23416} {"mode": "train", "epoch": 41, "iter": 900, "lr": 0.02079, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.85625, "top5_acc": 0.98125, "loss_cls": 1.54501, "loss": 1.54501, "time": 0.23311} {"mode": "train", "epoch": 41, "iter": 1000, "lr": 0.02079, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85188, "top5_acc": 0.98375, "loss_cls": 1.56343, "loss": 1.56343, "time": 0.23322} {"mode": "train", "epoch": 41, "iter": 1100, "lr": 0.02078, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86188, "top5_acc": 0.98688, "loss_cls": 1.53699, "loss": 1.53699, "time": 0.23325} {"mode": "train", "epoch": 41, "iter": 1200, "lr": 0.02077, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85188, "top5_acc": 0.97875, "loss_cls": 1.5947, "loss": 1.5947, "time": 0.23262} {"mode": "train", "epoch": 41, "iter": 1300, "lr": 0.02076, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84312, "top5_acc": 0.98375, "loss_cls": 1.6141, "loss": 1.6141, "time": 0.23266} {"mode": "train", "epoch": 41, "iter": 1400, "lr": 0.02075, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.83688, "top5_acc": 0.9825, "loss_cls": 1.62414, "loss": 1.62414, "time": 0.2335} {"mode": "train", "epoch": 41, "iter": 1500, "lr": 0.02075, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83812, "top5_acc": 0.97438, "loss_cls": 1.66427, "loss": 1.66427, "time": 0.23381} {"mode": "train", "epoch": 41, "iter": 1600, "lr": 0.02074, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83625, "top5_acc": 0.97375, "loss_cls": 1.61849, "loss": 1.61849, "time": 0.23331} {"mode": "train", "epoch": 41, "iter": 1700, "lr": 0.02073, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84562, "top5_acc": 0.97875, "loss_cls": 1.60767, "loss": 1.60767, "time": 0.23365} {"mode": "train", "epoch": 41, "iter": 1800, "lr": 0.02072, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86062, "top5_acc": 0.9825, "loss_cls": 1.51152, "loss": 1.51152, "time": 0.23309} {"mode": "train", "epoch": 41, "iter": 1900, "lr": 0.02072, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85688, "top5_acc": 0.985, "loss_cls": 1.51707, "loss": 1.51707, "time": 0.23294} {"mode": "train", "epoch": 41, "iter": 2000, "lr": 0.02071, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84938, "top5_acc": 0.97875, "loss_cls": 1.57993, "loss": 1.57993, "time": 0.23347} {"mode": "train", "epoch": 41, "iter": 2100, "lr": 0.0207, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83062, "top5_acc": 0.98062, "loss_cls": 1.65945, "loss": 1.65945, "time": 0.234} {"mode": "train", "epoch": 41, "iter": 2200, "lr": 0.02069, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.84938, "top5_acc": 0.98312, "loss_cls": 1.5779, "loss": 1.5779, "time": 0.2339} {"mode": "train", "epoch": 41, "iter": 2300, "lr": 0.02068, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81688, "top5_acc": 0.9725, "loss_cls": 1.71231, "loss": 1.71231, "time": 0.23294} {"mode": "train", "epoch": 41, "iter": 2400, "lr": 0.02068, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83375, "top5_acc": 0.97812, "loss_cls": 1.65973, "loss": 1.65973, "time": 0.23293} {"mode": "train", "epoch": 41, "iter": 2500, "lr": 0.02067, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.84688, "top5_acc": 0.97562, "loss_cls": 1.59474, "loss": 1.59474, "time": 0.23284} {"mode": "val", "epoch": 41, "iter": 1031, "lr": 0.02067, "top1_acc": 0.83502, "top5_acc": 0.97337} {"mode": "train", "epoch": 42, "iter": 100, "lr": 0.02066, "memory": 6499, "data_time": 0.18565, "top1_acc": 0.84125, "top5_acc": 0.98438, "loss_cls": 1.60347, "loss": 1.60347, "time": 0.41934} {"mode": "train", "epoch": 42, "iter": 200, "lr": 0.02065, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85875, "top5_acc": 0.98312, "loss_cls": 1.535, "loss": 1.535, "time": 0.23346} {"mode": "train", "epoch": 42, "iter": 300, "lr": 0.02064, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84312, "top5_acc": 0.97875, "loss_cls": 1.60015, "loss": 1.60015, "time": 0.23298} {"mode": "train", "epoch": 42, "iter": 400, "lr": 0.02064, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.84938, "top5_acc": 0.9775, "loss_cls": 1.54037, "loss": 1.54037, "time": 0.23349} {"mode": "train", "epoch": 42, "iter": 500, "lr": 0.02063, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84688, "top5_acc": 0.97812, "loss_cls": 1.59317, "loss": 1.59317, "time": 0.23318} {"mode": "train", "epoch": 42, "iter": 600, "lr": 0.02062, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84875, "top5_acc": 0.97875, "loss_cls": 1.58513, "loss": 1.58513, "time": 0.23384} {"mode": "train", "epoch": 42, "iter": 700, "lr": 0.02061, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86, "top5_acc": 0.97938, "loss_cls": 1.54767, "loss": 1.54767, "time": 0.23354} {"mode": "train", "epoch": 42, "iter": 800, "lr": 0.0206, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8375, "top5_acc": 0.97938, "loss_cls": 1.62524, "loss": 1.62524, "time": 0.23568} {"mode": "train", "epoch": 42, "iter": 900, "lr": 0.0206, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85062, "top5_acc": 0.97875, "loss_cls": 1.60166, "loss": 1.60166, "time": 0.23391} {"mode": "train", "epoch": 42, "iter": 1000, "lr": 0.02059, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.85062, "top5_acc": 0.97688, "loss_cls": 1.58128, "loss": 1.58128, "time": 0.23386} {"mode": "train", "epoch": 42, "iter": 1100, "lr": 0.02058, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83312, "top5_acc": 0.97812, "loss_cls": 1.64102, "loss": 1.64102, "time": 0.23464} {"mode": "train", "epoch": 42, "iter": 1200, "lr": 0.02057, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85125, "top5_acc": 0.98125, "loss_cls": 1.57485, "loss": 1.57485, "time": 0.23414} {"mode": "train", "epoch": 42, "iter": 1300, "lr": 0.02056, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.835, "top5_acc": 0.97562, "loss_cls": 1.6537, "loss": 1.6537, "time": 0.23425} {"mode": "train", "epoch": 42, "iter": 1400, "lr": 0.02056, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.8425, "top5_acc": 0.98, "loss_cls": 1.58464, "loss": 1.58464, "time": 0.23379} {"mode": "train", "epoch": 42, "iter": 1500, "lr": 0.02055, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83812, "top5_acc": 0.98125, "loss_cls": 1.63564, "loss": 1.63564, "time": 0.23357} {"mode": "train", "epoch": 42, "iter": 1600, "lr": 0.02054, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83688, "top5_acc": 0.97938, "loss_cls": 1.61449, "loss": 1.61449, "time": 0.23312} {"mode": "train", "epoch": 42, "iter": 1700, "lr": 0.02053, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.85438, "top5_acc": 0.97875, "loss_cls": 1.58574, "loss": 1.58574, "time": 0.23348} {"mode": "train", "epoch": 42, "iter": 1800, "lr": 0.02052, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84875, "top5_acc": 0.9875, "loss_cls": 1.59304, "loss": 1.59304, "time": 0.23348} {"mode": "train", "epoch": 42, "iter": 1900, "lr": 0.02052, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83625, "top5_acc": 0.97812, "loss_cls": 1.61437, "loss": 1.61437, "time": 0.23298} {"mode": "train", "epoch": 42, "iter": 2000, "lr": 0.02051, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84312, "top5_acc": 0.98, "loss_cls": 1.60682, "loss": 1.60682, "time": 0.23338} {"mode": "train", "epoch": 42, "iter": 2100, "lr": 0.0205, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.8425, "top5_acc": 0.97875, "loss_cls": 1.5689, "loss": 1.5689, "time": 0.23481} {"mode": "train", "epoch": 42, "iter": 2200, "lr": 0.02049, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84938, "top5_acc": 0.97188, "loss_cls": 1.62146, "loss": 1.62146, "time": 0.23329} {"mode": "train", "epoch": 42, "iter": 2300, "lr": 0.02048, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83812, "top5_acc": 0.97812, "loss_cls": 1.63801, "loss": 1.63801, "time": 0.23395} {"mode": "train", "epoch": 42, "iter": 2400, "lr": 0.02048, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.84688, "top5_acc": 0.97625, "loss_cls": 1.57781, "loss": 1.57781, "time": 0.23528} {"mode": "train", "epoch": 42, "iter": 2500, "lr": 0.02047, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8375, "top5_acc": 0.97438, "loss_cls": 1.61517, "loss": 1.61517, "time": 0.23398} {"mode": "val", "epoch": 42, "iter": 1031, "lr": 0.02047, "top1_acc": 0.83047, "top5_acc": 0.97368} {"mode": "train", "epoch": 43, "iter": 100, "lr": 0.02046, "memory": 6499, "data_time": 0.18229, "top1_acc": 0.87562, "top5_acc": 0.985, "loss_cls": 1.45961, "loss": 1.45961, "time": 0.41522} {"mode": "train", "epoch": 43, "iter": 200, "lr": 0.02045, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84625, "top5_acc": 0.98188, "loss_cls": 1.5879, "loss": 1.5879, "time": 0.23325} {"mode": "train", "epoch": 43, "iter": 300, "lr": 0.02044, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85312, "top5_acc": 0.98188, "loss_cls": 1.56897, "loss": 1.56897, "time": 0.23314} {"mode": "train", "epoch": 43, "iter": 400, "lr": 0.02044, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85375, "top5_acc": 0.97875, "loss_cls": 1.56584, "loss": 1.56584, "time": 0.23352} {"mode": "train", "epoch": 43, "iter": 500, "lr": 0.02043, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.85438, "top5_acc": 0.9825, "loss_cls": 1.5729, "loss": 1.5729, "time": 0.23304} {"mode": "train", "epoch": 43, "iter": 600, "lr": 0.02042, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84062, "top5_acc": 0.975, "loss_cls": 1.65128, "loss": 1.65128, "time": 0.23332} {"mode": "train", "epoch": 43, "iter": 700, "lr": 0.02041, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86688, "top5_acc": 0.98188, "loss_cls": 1.49461, "loss": 1.49461, "time": 0.23271} {"mode": "train", "epoch": 43, "iter": 800, "lr": 0.0204, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85188, "top5_acc": 0.9775, "loss_cls": 1.58948, "loss": 1.58948, "time": 0.23329} {"mode": "train", "epoch": 43, "iter": 900, "lr": 0.0204, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87, "top5_acc": 0.98375, "loss_cls": 1.50308, "loss": 1.50308, "time": 0.23351} {"mode": "train", "epoch": 43, "iter": 1000, "lr": 0.02039, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82688, "top5_acc": 0.9825, "loss_cls": 1.65154, "loss": 1.65154, "time": 0.23363} {"mode": "train", "epoch": 43, "iter": 1100, "lr": 0.02038, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8575, "top5_acc": 0.9775, "loss_cls": 1.54514, "loss": 1.54514, "time": 0.23307} {"mode": "train", "epoch": 43, "iter": 1200, "lr": 0.02037, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85188, "top5_acc": 0.98125, "loss_cls": 1.55133, "loss": 1.55133, "time": 0.23289} {"mode": "train", "epoch": 43, "iter": 1300, "lr": 0.02036, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86125, "top5_acc": 0.97812, "loss_cls": 1.54397, "loss": 1.54397, "time": 0.23361} {"mode": "train", "epoch": 43, "iter": 1400, "lr": 0.02035, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.84312, "top5_acc": 0.97562, "loss_cls": 1.58387, "loss": 1.58387, "time": 0.23275} {"mode": "train", "epoch": 43, "iter": 1500, "lr": 0.02035, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85312, "top5_acc": 0.98688, "loss_cls": 1.5306, "loss": 1.5306, "time": 0.23322} {"mode": "train", "epoch": 43, "iter": 1600, "lr": 0.02034, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84062, "top5_acc": 0.975, "loss_cls": 1.62036, "loss": 1.62036, "time": 0.23366} {"mode": "train", "epoch": 43, "iter": 1700, "lr": 0.02033, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83938, "top5_acc": 0.97938, "loss_cls": 1.62495, "loss": 1.62495, "time": 0.23289} {"mode": "train", "epoch": 43, "iter": 1800, "lr": 0.02032, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83688, "top5_acc": 0.98125, "loss_cls": 1.66267, "loss": 1.66267, "time": 0.23347} {"mode": "train", "epoch": 43, "iter": 1900, "lr": 0.02031, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.8425, "top5_acc": 0.97938, "loss_cls": 1.59788, "loss": 1.59788, "time": 0.23245} {"mode": "train", "epoch": 43, "iter": 2000, "lr": 0.02031, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86812, "top5_acc": 0.97875, "loss_cls": 1.55321, "loss": 1.55321, "time": 0.2332} {"mode": "train", "epoch": 43, "iter": 2100, "lr": 0.0203, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.84062, "top5_acc": 0.98125, "loss_cls": 1.61876, "loss": 1.61876, "time": 0.23361} {"mode": "train", "epoch": 43, "iter": 2200, "lr": 0.02029, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85, "top5_acc": 0.98125, "loss_cls": 1.6102, "loss": 1.6102, "time": 0.23351} {"mode": "train", "epoch": 43, "iter": 2300, "lr": 0.02028, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83875, "top5_acc": 0.9825, "loss_cls": 1.59748, "loss": 1.59748, "time": 0.23458} {"mode": "train", "epoch": 43, "iter": 2400, "lr": 0.02027, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.85125, "top5_acc": 0.98, "loss_cls": 1.57753, "loss": 1.57753, "time": 0.23333} {"mode": "train", "epoch": 43, "iter": 2500, "lr": 0.02026, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83938, "top5_acc": 0.97375, "loss_cls": 1.6114, "loss": 1.6114, "time": 0.23403} {"mode": "val", "epoch": 43, "iter": 1031, "lr": 0.02026, "top1_acc": 0.81955, "top5_acc": 0.96622} {"mode": "train", "epoch": 44, "iter": 100, "lr": 0.02026, "memory": 6499, "data_time": 0.18157, "top1_acc": 0.87375, "top5_acc": 0.98562, "loss_cls": 1.47218, "loss": 1.47218, "time": 0.41647} {"mode": "train", "epoch": 44, "iter": 200, "lr": 0.02025, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.84562, "top5_acc": 0.97938, "loss_cls": 1.60501, "loss": 1.60501, "time": 0.23417} {"mode": "train", "epoch": 44, "iter": 300, "lr": 0.02024, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8275, "top5_acc": 0.98375, "loss_cls": 1.64558, "loss": 1.64558, "time": 0.23371} {"mode": "train", "epoch": 44, "iter": 400, "lr": 0.02023, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84812, "top5_acc": 0.97312, "loss_cls": 1.61528, "loss": 1.61528, "time": 0.23414} {"mode": "train", "epoch": 44, "iter": 500, "lr": 0.02022, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86562, "top5_acc": 0.98312, "loss_cls": 1.49098, "loss": 1.49098, "time": 0.23495} {"mode": "train", "epoch": 44, "iter": 600, "lr": 0.02022, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84312, "top5_acc": 0.975, "loss_cls": 1.6223, "loss": 1.6223, "time": 0.23473} {"mode": "train", "epoch": 44, "iter": 700, "lr": 0.02021, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83938, "top5_acc": 0.98062, "loss_cls": 1.60187, "loss": 1.60187, "time": 0.23522} {"mode": "train", "epoch": 44, "iter": 800, "lr": 0.0202, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.835, "top5_acc": 0.9725, "loss_cls": 1.6573, "loss": 1.6573, "time": 0.23401} {"mode": "train", "epoch": 44, "iter": 900, "lr": 0.02019, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8475, "top5_acc": 0.9825, "loss_cls": 1.60309, "loss": 1.60309, "time": 0.23388} {"mode": "train", "epoch": 44, "iter": 1000, "lr": 0.02018, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86, "top5_acc": 0.98125, "loss_cls": 1.53757, "loss": 1.53757, "time": 0.23497} {"mode": "train", "epoch": 44, "iter": 1100, "lr": 0.02017, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.85, "top5_acc": 0.97438, "loss_cls": 1.59555, "loss": 1.59555, "time": 0.23424} {"mode": "train", "epoch": 44, "iter": 1200, "lr": 0.02017, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83, "top5_acc": 0.97938, "loss_cls": 1.66724, "loss": 1.66724, "time": 0.23397} {"mode": "train", "epoch": 44, "iter": 1300, "lr": 0.02016, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.845, "top5_acc": 0.97938, "loss_cls": 1.5987, "loss": 1.5987, "time": 0.23389} {"mode": "train", "epoch": 44, "iter": 1400, "lr": 0.02015, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84938, "top5_acc": 0.9825, "loss_cls": 1.56076, "loss": 1.56076, "time": 0.23423} {"mode": "train", "epoch": 44, "iter": 1500, "lr": 0.02014, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85188, "top5_acc": 0.97938, "loss_cls": 1.55974, "loss": 1.55974, "time": 0.23531} {"mode": "train", "epoch": 44, "iter": 1600, "lr": 0.02013, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84938, "top5_acc": 0.97938, "loss_cls": 1.56058, "loss": 1.56058, "time": 0.23442} {"mode": "train", "epoch": 44, "iter": 1700, "lr": 0.02012, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85438, "top5_acc": 0.9825, "loss_cls": 1.55871, "loss": 1.55871, "time": 0.23501} {"mode": "train", "epoch": 44, "iter": 1800, "lr": 0.02012, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.83812, "top5_acc": 0.97938, "loss_cls": 1.62781, "loss": 1.62781, "time": 0.2344} {"mode": "train", "epoch": 44, "iter": 1900, "lr": 0.02011, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85562, "top5_acc": 0.9775, "loss_cls": 1.58, "loss": 1.58, "time": 0.23444} {"mode": "train", "epoch": 44, "iter": 2000, "lr": 0.0201, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.84875, "top5_acc": 0.97625, "loss_cls": 1.58048, "loss": 1.58048, "time": 0.23455} {"mode": "train", "epoch": 44, "iter": 2100, "lr": 0.02009, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85562, "top5_acc": 0.98125, "loss_cls": 1.57085, "loss": 1.57085, "time": 0.23434} {"mode": "train", "epoch": 44, "iter": 2200, "lr": 0.02008, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85625, "top5_acc": 0.98312, "loss_cls": 1.53871, "loss": 1.53871, "time": 0.2342} {"mode": "train", "epoch": 44, "iter": 2300, "lr": 0.02007, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86438, "top5_acc": 0.98188, "loss_cls": 1.48899, "loss": 1.48899, "time": 0.23489} {"mode": "train", "epoch": 44, "iter": 2400, "lr": 0.02007, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85438, "top5_acc": 0.97938, "loss_cls": 1.53541, "loss": 1.53541, "time": 0.23491} {"mode": "train", "epoch": 44, "iter": 2500, "lr": 0.02006, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83062, "top5_acc": 0.9775, "loss_cls": 1.66137, "loss": 1.66137, "time": 0.23402} {"mode": "val", "epoch": 44, "iter": 1031, "lr": 0.02006, "top1_acc": 0.75811, "top5_acc": 0.95851} {"mode": "train", "epoch": 45, "iter": 100, "lr": 0.02005, "memory": 6499, "data_time": 0.18494, "top1_acc": 0.85438, "top5_acc": 0.98125, "loss_cls": 1.54407, "loss": 1.54407, "time": 0.42039} {"mode": "train", "epoch": 45, "iter": 200, "lr": 0.02004, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86562, "top5_acc": 0.97875, "loss_cls": 1.49823, "loss": 1.49823, "time": 0.23461} {"mode": "train", "epoch": 45, "iter": 300, "lr": 0.02003, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8525, "top5_acc": 0.98125, "loss_cls": 1.52567, "loss": 1.52567, "time": 0.23455} {"mode": "train", "epoch": 45, "iter": 400, "lr": 0.02002, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83312, "top5_acc": 0.97812, "loss_cls": 1.6736, "loss": 1.6736, "time": 0.23524} {"mode": "train", "epoch": 45, "iter": 500, "lr": 0.02002, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85562, "top5_acc": 0.97812, "loss_cls": 1.5607, "loss": 1.5607, "time": 0.23361} {"mode": "train", "epoch": 45, "iter": 600, "lr": 0.02001, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.855, "top5_acc": 0.985, "loss_cls": 1.55626, "loss": 1.55626, "time": 0.23459} {"mode": "train", "epoch": 45, "iter": 700, "lr": 0.02, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83625, "top5_acc": 0.98062, "loss_cls": 1.63218, "loss": 1.63218, "time": 0.23425} {"mode": "train", "epoch": 45, "iter": 800, "lr": 0.01999, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85125, "top5_acc": 0.97812, "loss_cls": 1.53999, "loss": 1.53999, "time": 0.23398} {"mode": "train", "epoch": 45, "iter": 900, "lr": 0.01998, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.86188, "top5_acc": 0.97875, "loss_cls": 1.53424, "loss": 1.53424, "time": 0.23499} {"mode": "train", "epoch": 45, "iter": 1000, "lr": 0.01997, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85062, "top5_acc": 0.98375, "loss_cls": 1.59364, "loss": 1.59364, "time": 0.23485} {"mode": "train", "epoch": 45, "iter": 1100, "lr": 0.01997, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84812, "top5_acc": 0.98312, "loss_cls": 1.58949, "loss": 1.58949, "time": 0.2345} {"mode": "train", "epoch": 45, "iter": 1200, "lr": 0.01996, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84688, "top5_acc": 0.98, "loss_cls": 1.597, "loss": 1.597, "time": 0.23591} {"mode": "train", "epoch": 45, "iter": 1300, "lr": 0.01995, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85938, "top5_acc": 0.97812, "loss_cls": 1.53561, "loss": 1.53561, "time": 0.23465} {"mode": "train", "epoch": 45, "iter": 1400, "lr": 0.01994, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84875, "top5_acc": 0.98062, "loss_cls": 1.57153, "loss": 1.57153, "time": 0.23407} {"mode": "train", "epoch": 45, "iter": 1500, "lr": 0.01993, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85438, "top5_acc": 0.98312, "loss_cls": 1.53614, "loss": 1.53614, "time": 0.23518} {"mode": "train", "epoch": 45, "iter": 1600, "lr": 0.01992, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83812, "top5_acc": 0.97562, "loss_cls": 1.62095, "loss": 1.62095, "time": 0.23504} {"mode": "train", "epoch": 45, "iter": 1700, "lr": 0.01992, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.84375, "top5_acc": 0.97375, "loss_cls": 1.63245, "loss": 1.63245, "time": 0.23475} {"mode": "train", "epoch": 45, "iter": 1800, "lr": 0.01991, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84812, "top5_acc": 0.98062, "loss_cls": 1.56436, "loss": 1.56436, "time": 0.23545} {"mode": "train", "epoch": 45, "iter": 1900, "lr": 0.0199, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86125, "top5_acc": 0.9875, "loss_cls": 1.48576, "loss": 1.48576, "time": 0.23476} {"mode": "train", "epoch": 45, "iter": 2000, "lr": 0.01989, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.85812, "top5_acc": 0.98375, "loss_cls": 1.55052, "loss": 1.55052, "time": 0.23454} {"mode": "train", "epoch": 45, "iter": 2100, "lr": 0.01988, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.84562, "top5_acc": 0.97938, "loss_cls": 1.58083, "loss": 1.58083, "time": 0.23486} {"mode": "train", "epoch": 45, "iter": 2200, "lr": 0.01987, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.82312, "top5_acc": 0.97625, "loss_cls": 1.68539, "loss": 1.68539, "time": 0.23423} {"mode": "train", "epoch": 45, "iter": 2300, "lr": 0.01986, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.855, "top5_acc": 0.98312, "loss_cls": 1.53798, "loss": 1.53798, "time": 0.23551} {"mode": "train", "epoch": 45, "iter": 2400, "lr": 0.01986, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86062, "top5_acc": 0.98812, "loss_cls": 1.52131, "loss": 1.52131, "time": 0.2347} {"mode": "train", "epoch": 45, "iter": 2500, "lr": 0.01985, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84562, "top5_acc": 0.9775, "loss_cls": 1.59183, "loss": 1.59183, "time": 0.23479} {"mode": "val", "epoch": 45, "iter": 1031, "lr": 0.01985, "top1_acc": 0.8312, "top5_acc": 0.97628} {"mode": "train", "epoch": 46, "iter": 100, "lr": 0.01984, "memory": 6499, "data_time": 0.18429, "top1_acc": 0.8675, "top5_acc": 0.97875, "loss_cls": 1.49959, "loss": 1.49959, "time": 0.41801} {"mode": "train", "epoch": 46, "iter": 200, "lr": 0.01983, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.85312, "top5_acc": 0.9825, "loss_cls": 1.55168, "loss": 1.55168, "time": 0.23347} {"mode": "train", "epoch": 46, "iter": 300, "lr": 0.01982, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83688, "top5_acc": 0.97688, "loss_cls": 1.62533, "loss": 1.62533, "time": 0.23294} {"mode": "train", "epoch": 46, "iter": 400, "lr": 0.01981, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85625, "top5_acc": 0.97812, "loss_cls": 1.57475, "loss": 1.57475, "time": 0.2327} {"mode": "train", "epoch": 46, "iter": 500, "lr": 0.01981, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85125, "top5_acc": 0.97812, "loss_cls": 1.56342, "loss": 1.56342, "time": 0.23282} {"mode": "train", "epoch": 46, "iter": 600, "lr": 0.0198, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.86188, "top5_acc": 0.98062, "loss_cls": 1.50447, "loss": 1.50447, "time": 0.23314} {"mode": "train", "epoch": 46, "iter": 700, "lr": 0.01979, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.85312, "top5_acc": 0.98312, "loss_cls": 1.55821, "loss": 1.55821, "time": 0.23467} {"mode": "train", "epoch": 46, "iter": 800, "lr": 0.01978, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86062, "top5_acc": 0.99, "loss_cls": 1.49767, "loss": 1.49767, "time": 0.23412} {"mode": "train", "epoch": 46, "iter": 900, "lr": 0.01977, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.87188, "top5_acc": 0.9875, "loss_cls": 1.48062, "loss": 1.48062, "time": 0.23379} {"mode": "train", "epoch": 46, "iter": 1000, "lr": 0.01976, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.86812, "top5_acc": 0.98625, "loss_cls": 1.49646, "loss": 1.49646, "time": 0.23275} {"mode": "train", "epoch": 46, "iter": 1100, "lr": 0.01975, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86, "top5_acc": 0.98062, "loss_cls": 1.52633, "loss": 1.52633, "time": 0.23286} {"mode": "train", "epoch": 46, "iter": 1200, "lr": 0.01975, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.84688, "top5_acc": 0.97875, "loss_cls": 1.61105, "loss": 1.61105, "time": 0.23337} {"mode": "train", "epoch": 46, "iter": 1300, "lr": 0.01974, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.845, "top5_acc": 0.97625, "loss_cls": 1.59419, "loss": 1.59419, "time": 0.23253} {"mode": "train", "epoch": 46, "iter": 1400, "lr": 0.01973, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.87, "top5_acc": 0.98188, "loss_cls": 1.52702, "loss": 1.52702, "time": 0.23269} {"mode": "train", "epoch": 46, "iter": 1500, "lr": 0.01972, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.855, "top5_acc": 0.985, "loss_cls": 1.53783, "loss": 1.53783, "time": 0.23402} {"mode": "train", "epoch": 46, "iter": 1600, "lr": 0.01971, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83438, "top5_acc": 0.97625, "loss_cls": 1.65046, "loss": 1.65046, "time": 0.23368} {"mode": "train", "epoch": 46, "iter": 1700, "lr": 0.0197, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84688, "top5_acc": 0.98188, "loss_cls": 1.5679, "loss": 1.5679, "time": 0.23467} {"mode": "train", "epoch": 46, "iter": 1800, "lr": 0.01969, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86, "top5_acc": 0.9875, "loss_cls": 1.51356, "loss": 1.51356, "time": 0.2331} {"mode": "train", "epoch": 46, "iter": 1900, "lr": 0.01969, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83375, "top5_acc": 0.98062, "loss_cls": 1.67642, "loss": 1.67642, "time": 0.23329} {"mode": "train", "epoch": 46, "iter": 2000, "lr": 0.01968, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82875, "top5_acc": 0.97938, "loss_cls": 1.65936, "loss": 1.65936, "time": 0.23322} {"mode": "train", "epoch": 46, "iter": 2100, "lr": 0.01967, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84188, "top5_acc": 0.975, "loss_cls": 1.60826, "loss": 1.60826, "time": 0.23297} {"mode": "train", "epoch": 46, "iter": 2200, "lr": 0.01966, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84125, "top5_acc": 0.97938, "loss_cls": 1.61549, "loss": 1.61549, "time": 0.23381} {"mode": "train", "epoch": 46, "iter": 2300, "lr": 0.01965, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.85125, "top5_acc": 0.98, "loss_cls": 1.55734, "loss": 1.55734, "time": 0.23281} {"mode": "train", "epoch": 46, "iter": 2400, "lr": 0.01964, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.8575, "top5_acc": 0.97938, "loss_cls": 1.56119, "loss": 1.56119, "time": 0.23368} {"mode": "train", "epoch": 46, "iter": 2500, "lr": 0.01963, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85688, "top5_acc": 0.97938, "loss_cls": 1.56211, "loss": 1.56211, "time": 0.23307} {"mode": "val", "epoch": 46, "iter": 1031, "lr": 0.01963, "top1_acc": 0.82077, "top5_acc": 0.97246} {"mode": "train", "epoch": 47, "iter": 100, "lr": 0.01963, "memory": 6499, "data_time": 0.18241, "top1_acc": 0.86625, "top5_acc": 0.98188, "loss_cls": 1.52549, "loss": 1.52549, "time": 0.41588} {"mode": "train", "epoch": 47, "iter": 200, "lr": 0.01962, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.86438, "top5_acc": 0.98438, "loss_cls": 1.48765, "loss": 1.48765, "time": 0.23301} {"mode": "train", "epoch": 47, "iter": 300, "lr": 0.01961, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.85062, "top5_acc": 0.98312, "loss_cls": 1.55273, "loss": 1.55273, "time": 0.23283} {"mode": "train", "epoch": 47, "iter": 400, "lr": 0.0196, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85938, "top5_acc": 0.97375, "loss_cls": 1.51813, "loss": 1.51813, "time": 0.23316} {"mode": "train", "epoch": 47, "iter": 500, "lr": 0.01959, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8525, "top5_acc": 0.98188, "loss_cls": 1.53324, "loss": 1.53324, "time": 0.23282} {"mode": "train", "epoch": 47, "iter": 600, "lr": 0.01958, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86312, "top5_acc": 0.97938, "loss_cls": 1.52017, "loss": 1.52017, "time": 0.23366} {"mode": "train", "epoch": 47, "iter": 700, "lr": 0.01957, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86062, "top5_acc": 0.98312, "loss_cls": 1.50826, "loss": 1.50826, "time": 0.23446} {"mode": "train", "epoch": 47, "iter": 800, "lr": 0.01957, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.86875, "top5_acc": 0.9875, "loss_cls": 1.47052, "loss": 1.47052, "time": 0.23358} {"mode": "train", "epoch": 47, "iter": 900, "lr": 0.01956, "memory": 6499, "data_time": 0.00044, "top1_acc": 0.83875, "top5_acc": 0.9775, "loss_cls": 1.6218, "loss": 1.6218, "time": 0.23416} {"mode": "train", "epoch": 47, "iter": 1000, "lr": 0.01955, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85625, "top5_acc": 0.98188, "loss_cls": 1.53002, "loss": 1.53002, "time": 0.23362} {"mode": "train", "epoch": 47, "iter": 1100, "lr": 0.01954, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85188, "top5_acc": 0.97875, "loss_cls": 1.54931, "loss": 1.54931, "time": 0.23397} {"mode": "train", "epoch": 47, "iter": 1200, "lr": 0.01953, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8475, "top5_acc": 0.98062, "loss_cls": 1.59467, "loss": 1.59467, "time": 0.234} {"mode": "train", "epoch": 47, "iter": 1300, "lr": 0.01952, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84375, "top5_acc": 0.97375, "loss_cls": 1.61357, "loss": 1.61357, "time": 0.23356} {"mode": "train", "epoch": 47, "iter": 1400, "lr": 0.01951, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86188, "top5_acc": 0.98188, "loss_cls": 1.5175, "loss": 1.5175, "time": 0.23323} {"mode": "train", "epoch": 47, "iter": 1500, "lr": 0.0195, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86188, "top5_acc": 0.97938, "loss_cls": 1.5239, "loss": 1.5239, "time": 0.23268} {"mode": "train", "epoch": 47, "iter": 1600, "lr": 0.0195, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85062, "top5_acc": 0.98, "loss_cls": 1.54876, "loss": 1.54876, "time": 0.23408} {"mode": "train", "epoch": 47, "iter": 1700, "lr": 0.01949, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84812, "top5_acc": 0.97625, "loss_cls": 1.55893, "loss": 1.55893, "time": 0.2337} {"mode": "train", "epoch": 47, "iter": 1800, "lr": 0.01948, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84125, "top5_acc": 0.98062, "loss_cls": 1.60364, "loss": 1.60364, "time": 0.23351} {"mode": "train", "epoch": 47, "iter": 1900, "lr": 0.01947, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84625, "top5_acc": 0.98188, "loss_cls": 1.57335, "loss": 1.57335, "time": 0.23348} {"mode": "train", "epoch": 47, "iter": 2000, "lr": 0.01946, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.84125, "top5_acc": 0.98312, "loss_cls": 1.61739, "loss": 1.61739, "time": 0.23393} {"mode": "train", "epoch": 47, "iter": 2100, "lr": 0.01945, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.865, "top5_acc": 0.97875, "loss_cls": 1.53734, "loss": 1.53734, "time": 0.23381} {"mode": "train", "epoch": 47, "iter": 2200, "lr": 0.01944, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8475, "top5_acc": 0.97938, "loss_cls": 1.57155, "loss": 1.57155, "time": 0.23289} {"mode": "train", "epoch": 47, "iter": 2300, "lr": 0.01944, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85562, "top5_acc": 0.97875, "loss_cls": 1.54355, "loss": 1.54355, "time": 0.23372} {"mode": "train", "epoch": 47, "iter": 2400, "lr": 0.01943, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84125, "top5_acc": 0.97438, "loss_cls": 1.5988, "loss": 1.5988, "time": 0.23414} {"mode": "train", "epoch": 47, "iter": 2500, "lr": 0.01942, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83375, "top5_acc": 0.98062, "loss_cls": 1.63614, "loss": 1.63614, "time": 0.23307} {"mode": "val", "epoch": 47, "iter": 1031, "lr": 0.01942, "top1_acc": 0.80773, "top5_acc": 0.97149} {"mode": "train", "epoch": 48, "iter": 100, "lr": 0.01941, "memory": 6499, "data_time": 0.18362, "top1_acc": 0.8725, "top5_acc": 0.98875, "loss_cls": 1.45549, "loss": 1.45549, "time": 0.41691} {"mode": "train", "epoch": 48, "iter": 200, "lr": 0.0194, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86625, "top5_acc": 0.985, "loss_cls": 1.48633, "loss": 1.48633, "time": 0.23346} {"mode": "train", "epoch": 48, "iter": 300, "lr": 0.01939, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.85188, "top5_acc": 0.97438, "loss_cls": 1.56631, "loss": 1.56631, "time": 0.2361} {"mode": "train", "epoch": 48, "iter": 400, "lr": 0.01938, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86188, "top5_acc": 0.98375, "loss_cls": 1.49517, "loss": 1.49517, "time": 0.234} {"mode": "train", "epoch": 48, "iter": 500, "lr": 0.01937, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87875, "top5_acc": 0.985, "loss_cls": 1.45916, "loss": 1.45916, "time": 0.23479} {"mode": "train", "epoch": 48, "iter": 600, "lr": 0.01937, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85875, "top5_acc": 0.98688, "loss_cls": 1.50121, "loss": 1.50121, "time": 0.23346} {"mode": "train", "epoch": 48, "iter": 700, "lr": 0.01936, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.84625, "top5_acc": 0.97562, "loss_cls": 1.59434, "loss": 1.59434, "time": 0.23451} {"mode": "train", "epoch": 48, "iter": 800, "lr": 0.01935, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87562, "top5_acc": 0.98562, "loss_cls": 1.46116, "loss": 1.46116, "time": 0.235} {"mode": "train", "epoch": 48, "iter": 900, "lr": 0.01934, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85062, "top5_acc": 0.98438, "loss_cls": 1.5488, "loss": 1.5488, "time": 0.23872} {"mode": "train", "epoch": 48, "iter": 1000, "lr": 0.01933, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.8625, "top5_acc": 0.98188, "loss_cls": 1.49036, "loss": 1.49036, "time": 0.23502} {"mode": "train", "epoch": 48, "iter": 1100, "lr": 0.01932, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.87938, "top5_acc": 0.98125, "loss_cls": 1.46279, "loss": 1.46279, "time": 0.23517} {"mode": "train", "epoch": 48, "iter": 1200, "lr": 0.01931, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.84312, "top5_acc": 0.98375, "loss_cls": 1.60057, "loss": 1.60057, "time": 0.23386} {"mode": "train", "epoch": 48, "iter": 1300, "lr": 0.0193, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85438, "top5_acc": 0.97812, "loss_cls": 1.59307, "loss": 1.59307, "time": 0.23399} {"mode": "train", "epoch": 48, "iter": 1400, "lr": 0.0193, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84188, "top5_acc": 0.98062, "loss_cls": 1.63079, "loss": 1.63079, "time": 0.23336} {"mode": "train", "epoch": 48, "iter": 1500, "lr": 0.01929, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.84188, "top5_acc": 0.97688, "loss_cls": 1.61537, "loss": 1.61537, "time": 0.2341} {"mode": "train", "epoch": 48, "iter": 1600, "lr": 0.01928, "memory": 6499, "data_time": 0.00044, "top1_acc": 0.84688, "top5_acc": 0.9775, "loss_cls": 1.5978, "loss": 1.5978, "time": 0.23502} {"mode": "train", "epoch": 48, "iter": 1700, "lr": 0.01927, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86375, "top5_acc": 0.98375, "loss_cls": 1.49584, "loss": 1.49584, "time": 0.2342} {"mode": "train", "epoch": 48, "iter": 1800, "lr": 0.01926, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.83062, "top5_acc": 0.97688, "loss_cls": 1.65233, "loss": 1.65233, "time": 0.23419} {"mode": "train", "epoch": 48, "iter": 1900, "lr": 0.01925, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86688, "top5_acc": 0.9825, "loss_cls": 1.50675, "loss": 1.50675, "time": 0.23383} {"mode": "train", "epoch": 48, "iter": 2000, "lr": 0.01924, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85125, "top5_acc": 0.97688, "loss_cls": 1.53879, "loss": 1.53879, "time": 0.23474} {"mode": "train", "epoch": 48, "iter": 2100, "lr": 0.01923, "memory": 6499, "data_time": 0.00052, "top1_acc": 0.85812, "top5_acc": 0.97375, "loss_cls": 1.52044, "loss": 1.52044, "time": 0.23508} {"mode": "train", "epoch": 48, "iter": 2200, "lr": 0.01922, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82562, "top5_acc": 0.98125, "loss_cls": 1.65544, "loss": 1.65544, "time": 0.23421} {"mode": "train", "epoch": 48, "iter": 2300, "lr": 0.01922, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85688, "top5_acc": 0.97562, "loss_cls": 1.52544, "loss": 1.52544, "time": 0.23456} {"mode": "train", "epoch": 48, "iter": 2400, "lr": 0.01921, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83688, "top5_acc": 0.98062, "loss_cls": 1.58869, "loss": 1.58869, "time": 0.23398} {"mode": "train", "epoch": 48, "iter": 2500, "lr": 0.0192, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85062, "top5_acc": 0.98312, "loss_cls": 1.56457, "loss": 1.56457, "time": 0.23467} {"mode": "val", "epoch": 48, "iter": 1031, "lr": 0.0192, "top1_acc": 0.80676, "top5_acc": 0.96992} {"mode": "train", "epoch": 49, "iter": 100, "lr": 0.01919, "memory": 6499, "data_time": 0.18262, "top1_acc": 0.8525, "top5_acc": 0.98312, "loss_cls": 1.53152, "loss": 1.53152, "time": 0.41781} {"mode": "train", "epoch": 49, "iter": 200, "lr": 0.01918, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85438, "top5_acc": 0.98062, "loss_cls": 1.52913, "loss": 1.52913, "time": 0.23619} {"mode": "train", "epoch": 49, "iter": 300, "lr": 0.01917, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85125, "top5_acc": 0.9825, "loss_cls": 1.55646, "loss": 1.55646, "time": 0.23405} {"mode": "train", "epoch": 49, "iter": 400, "lr": 0.01916, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.85562, "top5_acc": 0.98438, "loss_cls": 1.51337, "loss": 1.51337, "time": 0.23415} {"mode": "train", "epoch": 49, "iter": 500, "lr": 0.01915, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86812, "top5_acc": 0.97875, "loss_cls": 1.51003, "loss": 1.51003, "time": 0.2348} {"mode": "train", "epoch": 49, "iter": 600, "lr": 0.01914, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85312, "top5_acc": 0.98562, "loss_cls": 1.54034, "loss": 1.54034, "time": 0.23487} {"mode": "train", "epoch": 49, "iter": 700, "lr": 0.01914, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85688, "top5_acc": 0.98, "loss_cls": 1.56076, "loss": 1.56076, "time": 0.23469} {"mode": "train", "epoch": 49, "iter": 800, "lr": 0.01913, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.85688, "top5_acc": 0.9775, "loss_cls": 1.52676, "loss": 1.52676, "time": 0.23414} {"mode": "train", "epoch": 49, "iter": 900, "lr": 0.01912, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.86312, "top5_acc": 0.98812, "loss_cls": 1.5024, "loss": 1.5024, "time": 0.23478} {"mode": "train", "epoch": 49, "iter": 1000, "lr": 0.01911, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8675, "top5_acc": 0.98562, "loss_cls": 1.47737, "loss": 1.47737, "time": 0.23499} {"mode": "train", "epoch": 49, "iter": 1100, "lr": 0.0191, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.86375, "top5_acc": 0.98312, "loss_cls": 1.53687, "loss": 1.53687, "time": 0.23499} {"mode": "train", "epoch": 49, "iter": 1200, "lr": 0.01909, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87438, "top5_acc": 0.98188, "loss_cls": 1.46815, "loss": 1.46815, "time": 0.23447} {"mode": "train", "epoch": 49, "iter": 1300, "lr": 0.01908, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.85062, "top5_acc": 0.98062, "loss_cls": 1.56822, "loss": 1.56822, "time": 0.23369} {"mode": "train", "epoch": 49, "iter": 1400, "lr": 0.01907, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87375, "top5_acc": 0.98062, "loss_cls": 1.49125, "loss": 1.49125, "time": 0.23454} {"mode": "train", "epoch": 49, "iter": 1500, "lr": 0.01907, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85, "top5_acc": 0.98312, "loss_cls": 1.57089, "loss": 1.57089, "time": 0.23551} {"mode": "train", "epoch": 49, "iter": 1600, "lr": 0.01906, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85062, "top5_acc": 0.97562, "loss_cls": 1.59155, "loss": 1.59155, "time": 0.23466} {"mode": "train", "epoch": 49, "iter": 1700, "lr": 0.01905, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8325, "top5_acc": 0.98375, "loss_cls": 1.62613, "loss": 1.62613, "time": 0.23473} {"mode": "train", "epoch": 49, "iter": 1800, "lr": 0.01904, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.855, "top5_acc": 0.98625, "loss_cls": 1.52527, "loss": 1.52527, "time": 0.23675} {"mode": "train", "epoch": 49, "iter": 1900, "lr": 0.01903, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.835, "top5_acc": 0.97438, "loss_cls": 1.64737, "loss": 1.64737, "time": 0.2344} {"mode": "train", "epoch": 49, "iter": 2000, "lr": 0.01902, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84688, "top5_acc": 0.9775, "loss_cls": 1.59955, "loss": 1.59955, "time": 0.23468} {"mode": "train", "epoch": 49, "iter": 2100, "lr": 0.01901, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8625, "top5_acc": 0.97875, "loss_cls": 1.53147, "loss": 1.53147, "time": 0.23501} {"mode": "train", "epoch": 49, "iter": 2200, "lr": 0.019, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85438, "top5_acc": 0.9825, "loss_cls": 1.54625, "loss": 1.54625, "time": 0.23457} {"mode": "train", "epoch": 49, "iter": 2300, "lr": 0.01899, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85062, "top5_acc": 0.98, "loss_cls": 1.56838, "loss": 1.56838, "time": 0.23446} {"mode": "train", "epoch": 49, "iter": 2400, "lr": 0.01898, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.87, "top5_acc": 0.98375, "loss_cls": 1.4746, "loss": 1.4746, "time": 0.23482} {"mode": "train", "epoch": 49, "iter": 2500, "lr": 0.01898, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8575, "top5_acc": 0.98375, "loss_cls": 1.53762, "loss": 1.53762, "time": 0.23539} {"mode": "val", "epoch": 49, "iter": 1031, "lr": 0.01898, "top1_acc": 0.81058, "top5_acc": 0.96846} {"mode": "train", "epoch": 50, "iter": 100, "lr": 0.01897, "memory": 6499, "data_time": 0.18154, "top1_acc": 0.87062, "top5_acc": 0.98625, "loss_cls": 1.48545, "loss": 1.48545, "time": 0.41547} {"mode": "train", "epoch": 50, "iter": 200, "lr": 0.01896, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.855, "top5_acc": 0.97875, "loss_cls": 1.55769, "loss": 1.55769, "time": 0.23439} {"mode": "train", "epoch": 50, "iter": 300, "lr": 0.01895, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86812, "top5_acc": 0.98188, "loss_cls": 1.50473, "loss": 1.50473, "time": 0.23486} {"mode": "train", "epoch": 50, "iter": 400, "lr": 0.01894, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86312, "top5_acc": 0.9775, "loss_cls": 1.49264, "loss": 1.49264, "time": 0.2345} {"mode": "train", "epoch": 50, "iter": 500, "lr": 0.01893, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85812, "top5_acc": 0.98625, "loss_cls": 1.52136, "loss": 1.52136, "time": 0.23449} {"mode": "train", "epoch": 50, "iter": 600, "lr": 0.01892, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82812, "top5_acc": 0.98438, "loss_cls": 1.62874, "loss": 1.62874, "time": 0.23589} {"mode": "train", "epoch": 50, "iter": 700, "lr": 0.01891, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85688, "top5_acc": 0.98188, "loss_cls": 1.52222, "loss": 1.52222, "time": 0.23445} {"mode": "train", "epoch": 50, "iter": 800, "lr": 0.0189, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88688, "top5_acc": 0.985, "loss_cls": 1.43391, "loss": 1.43391, "time": 0.23468} {"mode": "train", "epoch": 50, "iter": 900, "lr": 0.01889, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84562, "top5_acc": 0.9825, "loss_cls": 1.59654, "loss": 1.59654, "time": 0.23393} {"mode": "train", "epoch": 50, "iter": 1000, "lr": 0.01889, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84688, "top5_acc": 0.98375, "loss_cls": 1.57956, "loss": 1.57956, "time": 0.23564} {"mode": "train", "epoch": 50, "iter": 1100, "lr": 0.01888, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86312, "top5_acc": 0.98625, "loss_cls": 1.49336, "loss": 1.49336, "time": 0.23408} {"mode": "train", "epoch": 50, "iter": 1200, "lr": 0.01887, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85562, "top5_acc": 0.97938, "loss_cls": 1.56063, "loss": 1.56063, "time": 0.23449} {"mode": "train", "epoch": 50, "iter": 1300, "lr": 0.01886, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86312, "top5_acc": 0.98562, "loss_cls": 1.50259, "loss": 1.50259, "time": 0.23577} {"mode": "train", "epoch": 50, "iter": 1400, "lr": 0.01885, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86625, "top5_acc": 0.98812, "loss_cls": 1.49322, "loss": 1.49322, "time": 0.23537} {"mode": "train", "epoch": 50, "iter": 1500, "lr": 0.01884, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83938, "top5_acc": 0.97688, "loss_cls": 1.61686, "loss": 1.61686, "time": 0.23487} {"mode": "train", "epoch": 50, "iter": 1600, "lr": 0.01883, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83875, "top5_acc": 0.98188, "loss_cls": 1.64865, "loss": 1.64865, "time": 0.23522} {"mode": "train", "epoch": 50, "iter": 1700, "lr": 0.01882, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85062, "top5_acc": 0.9775, "loss_cls": 1.6037, "loss": 1.6037, "time": 0.23488} {"mode": "train", "epoch": 50, "iter": 1800, "lr": 0.01881, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87125, "top5_acc": 0.98562, "loss_cls": 1.48594, "loss": 1.48594, "time": 0.2355} {"mode": "train", "epoch": 50, "iter": 1900, "lr": 0.0188, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85562, "top5_acc": 0.97875, "loss_cls": 1.56697, "loss": 1.56697, "time": 0.23577} {"mode": "train", "epoch": 50, "iter": 2000, "lr": 0.0188, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8825, "top5_acc": 0.98, "loss_cls": 1.46053, "loss": 1.46053, "time": 0.2354} {"mode": "train", "epoch": 50, "iter": 2100, "lr": 0.01879, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8575, "top5_acc": 0.98562, "loss_cls": 1.51729, "loss": 1.51729, "time": 0.23432} {"mode": "train", "epoch": 50, "iter": 2200, "lr": 0.01878, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83875, "top5_acc": 0.97812, "loss_cls": 1.64238, "loss": 1.64238, "time": 0.23543} {"mode": "train", "epoch": 50, "iter": 2300, "lr": 0.01877, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85, "top5_acc": 0.97312, "loss_cls": 1.5935, "loss": 1.5935, "time": 0.23382} {"mode": "train", "epoch": 50, "iter": 2400, "lr": 0.01876, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85375, "top5_acc": 0.97562, "loss_cls": 1.59549, "loss": 1.59549, "time": 0.23436} {"mode": "train", "epoch": 50, "iter": 2500, "lr": 0.01875, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85875, "top5_acc": 0.98062, "loss_cls": 1.54, "loss": 1.54, "time": 0.23555} {"mode": "val", "epoch": 50, "iter": 1031, "lr": 0.01875, "top1_acc": 0.82228, "top5_acc": 0.97422} {"mode": "train", "epoch": 51, "iter": 100, "lr": 0.01874, "memory": 6499, "data_time": 0.18094, "top1_acc": 0.85375, "top5_acc": 0.98312, "loss_cls": 1.54363, "loss": 1.54363, "time": 0.41436} {"mode": "train", "epoch": 51, "iter": 200, "lr": 0.01873, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85312, "top5_acc": 0.98438, "loss_cls": 1.54379, "loss": 1.54379, "time": 0.23391} {"mode": "train", "epoch": 51, "iter": 300, "lr": 0.01872, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86188, "top5_acc": 0.98812, "loss_cls": 1.4779, "loss": 1.4779, "time": 0.23432} {"mode": "train", "epoch": 51, "iter": 400, "lr": 0.01871, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.85312, "top5_acc": 0.98375, "loss_cls": 1.53816, "loss": 1.53816, "time": 0.23395} {"mode": "train", "epoch": 51, "iter": 500, "lr": 0.0187, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85562, "top5_acc": 0.98125, "loss_cls": 1.54038, "loss": 1.54038, "time": 0.2338} {"mode": "train", "epoch": 51, "iter": 600, "lr": 0.0187, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86, "top5_acc": 0.97688, "loss_cls": 1.53226, "loss": 1.53226, "time": 0.2334} {"mode": "train", "epoch": 51, "iter": 700, "lr": 0.01869, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.8525, "top5_acc": 0.98, "loss_cls": 1.58046, "loss": 1.58046, "time": 0.23366} {"mode": "train", "epoch": 51, "iter": 800, "lr": 0.01868, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85188, "top5_acc": 0.9825, "loss_cls": 1.55807, "loss": 1.55807, "time": 0.23294} {"mode": "train", "epoch": 51, "iter": 900, "lr": 0.01867, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86375, "top5_acc": 0.985, "loss_cls": 1.50588, "loss": 1.50588, "time": 0.23352} {"mode": "train", "epoch": 51, "iter": 1000, "lr": 0.01866, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86312, "top5_acc": 0.98375, "loss_cls": 1.50244, "loss": 1.50244, "time": 0.23369} {"mode": "train", "epoch": 51, "iter": 1100, "lr": 0.01865, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86125, "top5_acc": 0.985, "loss_cls": 1.50219, "loss": 1.50219, "time": 0.23409} {"mode": "train", "epoch": 51, "iter": 1200, "lr": 0.01864, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86312, "top5_acc": 0.985, "loss_cls": 1.49447, "loss": 1.49447, "time": 0.23359} {"mode": "train", "epoch": 51, "iter": 1300, "lr": 0.01863, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85125, "top5_acc": 0.9825, "loss_cls": 1.56669, "loss": 1.56669, "time": 0.23393} {"mode": "train", "epoch": 51, "iter": 1400, "lr": 0.01862, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84812, "top5_acc": 0.97438, "loss_cls": 1.6097, "loss": 1.6097, "time": 0.23405} {"mode": "train", "epoch": 51, "iter": 1500, "lr": 0.01861, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.86625, "top5_acc": 0.98, "loss_cls": 1.5089, "loss": 1.5089, "time": 0.23366} {"mode": "train", "epoch": 51, "iter": 1600, "lr": 0.0186, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8475, "top5_acc": 0.9775, "loss_cls": 1.57832, "loss": 1.57832, "time": 0.23428} {"mode": "train", "epoch": 51, "iter": 1700, "lr": 0.0186, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85562, "top5_acc": 0.98438, "loss_cls": 1.51469, "loss": 1.51469, "time": 0.23414} {"mode": "train", "epoch": 51, "iter": 1800, "lr": 0.01859, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86062, "top5_acc": 0.98688, "loss_cls": 1.52038, "loss": 1.52038, "time": 0.23339} {"mode": "train", "epoch": 51, "iter": 1900, "lr": 0.01858, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87, "top5_acc": 0.98312, "loss_cls": 1.51045, "loss": 1.51045, "time": 0.23345} {"mode": "train", "epoch": 51, "iter": 2000, "lr": 0.01857, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85938, "top5_acc": 0.9825, "loss_cls": 1.52713, "loss": 1.52713, "time": 0.23433} {"mode": "train", "epoch": 51, "iter": 2100, "lr": 0.01856, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85312, "top5_acc": 0.98, "loss_cls": 1.5563, "loss": 1.5563, "time": 0.2338} {"mode": "train", "epoch": 51, "iter": 2200, "lr": 0.01855, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83875, "top5_acc": 0.98125, "loss_cls": 1.61163, "loss": 1.61163, "time": 0.23252} {"mode": "train", "epoch": 51, "iter": 2300, "lr": 0.01854, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84312, "top5_acc": 0.98125, "loss_cls": 1.55238, "loss": 1.55238, "time": 0.23336} {"mode": "train", "epoch": 51, "iter": 2400, "lr": 0.01853, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.85812, "top5_acc": 0.9775, "loss_cls": 1.56104, "loss": 1.56104, "time": 0.23277} {"mode": "train", "epoch": 51, "iter": 2500, "lr": 0.01852, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85375, "top5_acc": 0.98188, "loss_cls": 1.56701, "loss": 1.56701, "time": 0.23253} {"mode": "val", "epoch": 51, "iter": 1031, "lr": 0.01852, "top1_acc": 0.80797, "top5_acc": 0.97083} {"mode": "train", "epoch": 52, "iter": 100, "lr": 0.01851, "memory": 6499, "data_time": 0.18177, "top1_acc": 0.8525, "top5_acc": 0.98125, "loss_cls": 1.56539, "loss": 1.56539, "time": 0.41481} {"mode": "train", "epoch": 52, "iter": 200, "lr": 0.0185, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86625, "top5_acc": 0.985, "loss_cls": 1.46192, "loss": 1.46192, "time": 0.23319} {"mode": "train", "epoch": 52, "iter": 300, "lr": 0.01849, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86875, "top5_acc": 0.98625, "loss_cls": 1.5213, "loss": 1.5213, "time": 0.23285} {"mode": "train", "epoch": 52, "iter": 400, "lr": 0.01849, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86688, "top5_acc": 0.9825, "loss_cls": 1.48217, "loss": 1.48217, "time": 0.23268} {"mode": "train", "epoch": 52, "iter": 500, "lr": 0.01848, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86, "top5_acc": 0.97938, "loss_cls": 1.53449, "loss": 1.53449, "time": 0.23356} {"mode": "train", "epoch": 52, "iter": 600, "lr": 0.01847, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87688, "top5_acc": 0.98625, "loss_cls": 1.46741, "loss": 1.46741, "time": 0.23349} {"mode": "train", "epoch": 52, "iter": 700, "lr": 0.01846, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.85062, "top5_acc": 0.97625, "loss_cls": 1.55679, "loss": 1.55679, "time": 0.23273} {"mode": "train", "epoch": 52, "iter": 800, "lr": 0.01845, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85812, "top5_acc": 0.9775, "loss_cls": 1.54116, "loss": 1.54116, "time": 0.23243} {"mode": "train", "epoch": 52, "iter": 900, "lr": 0.01844, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86125, "top5_acc": 0.98438, "loss_cls": 1.50835, "loss": 1.50835, "time": 0.23245} {"mode": "train", "epoch": 52, "iter": 1000, "lr": 0.01843, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86, "top5_acc": 0.98062, "loss_cls": 1.55041, "loss": 1.55041, "time": 0.23275} {"mode": "train", "epoch": 52, "iter": 1100, "lr": 0.01842, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.87812, "top5_acc": 0.98188, "loss_cls": 1.47099, "loss": 1.47099, "time": 0.23326} {"mode": "train", "epoch": 52, "iter": 1200, "lr": 0.01841, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86688, "top5_acc": 0.97938, "loss_cls": 1.49753, "loss": 1.49753, "time": 0.23296} {"mode": "train", "epoch": 52, "iter": 1300, "lr": 0.0184, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.845, "top5_acc": 0.98375, "loss_cls": 1.5487, "loss": 1.5487, "time": 0.23254} {"mode": "train", "epoch": 52, "iter": 1400, "lr": 0.01839, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84125, "top5_acc": 0.98188, "loss_cls": 1.5942, "loss": 1.5942, "time": 0.23365} {"mode": "train", "epoch": 52, "iter": 1500, "lr": 0.01838, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84188, "top5_acc": 0.98, "loss_cls": 1.58968, "loss": 1.58968, "time": 0.23377} {"mode": "train", "epoch": 52, "iter": 1600, "lr": 0.01838, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86812, "top5_acc": 0.98812, "loss_cls": 1.48277, "loss": 1.48277, "time": 0.23342} {"mode": "train", "epoch": 52, "iter": 1700, "lr": 0.01837, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.8475, "top5_acc": 0.9825, "loss_cls": 1.57283, "loss": 1.57283, "time": 0.23427} {"mode": "train", "epoch": 52, "iter": 1800, "lr": 0.01836, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.855, "top5_acc": 0.98625, "loss_cls": 1.51548, "loss": 1.51548, "time": 0.23453} {"mode": "train", "epoch": 52, "iter": 1900, "lr": 0.01835, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8625, "top5_acc": 0.97938, "loss_cls": 1.53122, "loss": 1.53122, "time": 0.23264} {"mode": "train", "epoch": 52, "iter": 2000, "lr": 0.01834, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86062, "top5_acc": 0.98188, "loss_cls": 1.51343, "loss": 1.51343, "time": 0.23257} {"mode": "train", "epoch": 52, "iter": 2100, "lr": 0.01833, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86125, "top5_acc": 0.98125, "loss_cls": 1.52939, "loss": 1.52939, "time": 0.23353} {"mode": "train", "epoch": 52, "iter": 2200, "lr": 0.01832, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.85375, "top5_acc": 0.9875, "loss_cls": 1.5143, "loss": 1.5143, "time": 0.23253} {"mode": "train", "epoch": 52, "iter": 2300, "lr": 0.01831, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86062, "top5_acc": 0.98812, "loss_cls": 1.48745, "loss": 1.48745, "time": 0.23245} {"mode": "train", "epoch": 52, "iter": 2400, "lr": 0.0183, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83562, "top5_acc": 0.97562, "loss_cls": 1.60857, "loss": 1.60857, "time": 0.23187} {"mode": "train", "epoch": 52, "iter": 2500, "lr": 0.01829, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85562, "top5_acc": 0.97875, "loss_cls": 1.54, "loss": 1.54, "time": 0.23307} {"mode": "val", "epoch": 52, "iter": 1031, "lr": 0.01829, "top1_acc": 0.81476, "top5_acc": 0.9684} {"mode": "train", "epoch": 53, "iter": 100, "lr": 0.01828, "memory": 6499, "data_time": 0.18181, "top1_acc": 0.86375, "top5_acc": 0.98062, "loss_cls": 1.50815, "loss": 1.50815, "time": 0.41482} {"mode": "train", "epoch": 53, "iter": 200, "lr": 0.01827, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88062, "top5_acc": 0.98812, "loss_cls": 1.43729, "loss": 1.43729, "time": 0.23282} {"mode": "train", "epoch": 53, "iter": 300, "lr": 0.01826, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88062, "top5_acc": 0.98875, "loss_cls": 1.38588, "loss": 1.38588, "time": 0.2329} {"mode": "train", "epoch": 53, "iter": 400, "lr": 0.01825, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87375, "top5_acc": 0.9825, "loss_cls": 1.45269, "loss": 1.45269, "time": 0.23288} {"mode": "train", "epoch": 53, "iter": 500, "lr": 0.01824, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87562, "top5_acc": 0.98875, "loss_cls": 1.42322, "loss": 1.42322, "time": 0.23339} {"mode": "train", "epoch": 53, "iter": 600, "lr": 0.01824, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86438, "top5_acc": 0.98062, "loss_cls": 1.48637, "loss": 1.48637, "time": 0.23352} {"mode": "train", "epoch": 53, "iter": 700, "lr": 0.01823, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86125, "top5_acc": 0.985, "loss_cls": 1.50462, "loss": 1.50462, "time": 0.23282} {"mode": "train", "epoch": 53, "iter": 800, "lr": 0.01822, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.85812, "top5_acc": 0.98312, "loss_cls": 1.52338, "loss": 1.52338, "time": 0.23243} {"mode": "train", "epoch": 53, "iter": 900, "lr": 0.01821, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85688, "top5_acc": 0.97688, "loss_cls": 1.55444, "loss": 1.55444, "time": 0.23296} {"mode": "train", "epoch": 53, "iter": 1000, "lr": 0.0182, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87125, "top5_acc": 0.98562, "loss_cls": 1.49354, "loss": 1.49354, "time": 0.23317} {"mode": "train", "epoch": 53, "iter": 1100, "lr": 0.01819, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.86688, "top5_acc": 0.97938, "loss_cls": 1.52701, "loss": 1.52701, "time": 0.23376} {"mode": "train", "epoch": 53, "iter": 1200, "lr": 0.01818, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86562, "top5_acc": 0.98562, "loss_cls": 1.51359, "loss": 1.51359, "time": 0.23265} {"mode": "train", "epoch": 53, "iter": 1300, "lr": 0.01817, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.86875, "top5_acc": 0.98438, "loss_cls": 1.48795, "loss": 1.48795, "time": 0.23371} {"mode": "train", "epoch": 53, "iter": 1400, "lr": 0.01816, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.8675, "top5_acc": 0.99062, "loss_cls": 1.49487, "loss": 1.49487, "time": 0.23301} {"mode": "train", "epoch": 53, "iter": 1500, "lr": 0.01815, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84188, "top5_acc": 0.98188, "loss_cls": 1.59885, "loss": 1.59885, "time": 0.23282} {"mode": "train", "epoch": 53, "iter": 1600, "lr": 0.01814, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.845, "top5_acc": 0.97625, "loss_cls": 1.59632, "loss": 1.59632, "time": 0.23324} {"mode": "train", "epoch": 53, "iter": 1700, "lr": 0.01813, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.85, "top5_acc": 0.9775, "loss_cls": 1.61506, "loss": 1.61506, "time": 0.23323} {"mode": "train", "epoch": 53, "iter": 1800, "lr": 0.01812, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8575, "top5_acc": 0.98125, "loss_cls": 1.51939, "loss": 1.51939, "time": 0.23362} {"mode": "train", "epoch": 53, "iter": 1900, "lr": 0.01811, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84812, "top5_acc": 0.98312, "loss_cls": 1.55857, "loss": 1.55857, "time": 0.23292} {"mode": "train", "epoch": 53, "iter": 2000, "lr": 0.01811, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85812, "top5_acc": 0.97562, "loss_cls": 1.53013, "loss": 1.53013, "time": 0.23265} {"mode": "train", "epoch": 53, "iter": 2100, "lr": 0.0181, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83812, "top5_acc": 0.97875, "loss_cls": 1.59653, "loss": 1.59653, "time": 0.23263} {"mode": "train", "epoch": 53, "iter": 2200, "lr": 0.01809, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86375, "top5_acc": 0.98375, "loss_cls": 1.49525, "loss": 1.49525, "time": 0.23198} {"mode": "train", "epoch": 53, "iter": 2300, "lr": 0.01808, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85812, "top5_acc": 0.98, "loss_cls": 1.54377, "loss": 1.54377, "time": 0.23238} {"mode": "train", "epoch": 53, "iter": 2400, "lr": 0.01807, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.85312, "top5_acc": 0.97875, "loss_cls": 1.55403, "loss": 1.55403, "time": 0.23266} {"mode": "train", "epoch": 53, "iter": 2500, "lr": 0.01806, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84688, "top5_acc": 0.98188, "loss_cls": 1.56874, "loss": 1.56874, "time": 0.23235} {"mode": "val", "epoch": 53, "iter": 1031, "lr": 0.01806, "top1_acc": 0.81949, "top5_acc": 0.97046} {"mode": "train", "epoch": 54, "iter": 100, "lr": 0.01805, "memory": 6499, "data_time": 0.1805, "top1_acc": 0.88375, "top5_acc": 0.98312, "loss_cls": 1.40931, "loss": 1.40931, "time": 0.4146} {"mode": "train", "epoch": 54, "iter": 200, "lr": 0.01804, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87062, "top5_acc": 0.98312, "loss_cls": 1.48401, "loss": 1.48401, "time": 0.23403} {"mode": "train", "epoch": 54, "iter": 300, "lr": 0.01803, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.875, "top5_acc": 0.98812, "loss_cls": 1.44217, "loss": 1.44217, "time": 0.23466} {"mode": "train", "epoch": 54, "iter": 400, "lr": 0.01802, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8575, "top5_acc": 0.98125, "loss_cls": 1.55818, "loss": 1.55818, "time": 0.23473} {"mode": "train", "epoch": 54, "iter": 500, "lr": 0.01801, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.87438, "top5_acc": 0.98188, "loss_cls": 1.45846, "loss": 1.45846, "time": 0.23421} {"mode": "train", "epoch": 54, "iter": 600, "lr": 0.018, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8625, "top5_acc": 0.98375, "loss_cls": 1.51599, "loss": 1.51599, "time": 0.23381} {"mode": "train", "epoch": 54, "iter": 700, "lr": 0.01799, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.87062, "top5_acc": 0.9825, "loss_cls": 1.46824, "loss": 1.46824, "time": 0.23472} {"mode": "train", "epoch": 54, "iter": 800, "lr": 0.01798, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88562, "top5_acc": 0.98875, "loss_cls": 1.39818, "loss": 1.39818, "time": 0.23314} {"mode": "train", "epoch": 54, "iter": 900, "lr": 0.01797, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.865, "top5_acc": 0.97688, "loss_cls": 1.52935, "loss": 1.52935, "time": 0.23392} {"mode": "train", "epoch": 54, "iter": 1000, "lr": 0.01796, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87375, "top5_acc": 0.9875, "loss_cls": 1.46686, "loss": 1.46686, "time": 0.23375} {"mode": "train", "epoch": 54, "iter": 1100, "lr": 0.01795, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84562, "top5_acc": 0.985, "loss_cls": 1.54401, "loss": 1.54401, "time": 0.23375} {"mode": "train", "epoch": 54, "iter": 1200, "lr": 0.01795, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.87375, "top5_acc": 0.985, "loss_cls": 1.47359, "loss": 1.47359, "time": 0.23543} {"mode": "train", "epoch": 54, "iter": 1300, "lr": 0.01794, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8725, "top5_acc": 0.97875, "loss_cls": 1.4777, "loss": 1.4777, "time": 0.23461} {"mode": "train", "epoch": 54, "iter": 1400, "lr": 0.01793, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.86188, "top5_acc": 0.985, "loss_cls": 1.50615, "loss": 1.50615, "time": 0.23517} {"mode": "train", "epoch": 54, "iter": 1500, "lr": 0.01792, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85688, "top5_acc": 0.97812, "loss_cls": 1.54849, "loss": 1.54849, "time": 0.23403} {"mode": "train", "epoch": 54, "iter": 1600, "lr": 0.01791, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8625, "top5_acc": 0.98438, "loss_cls": 1.50624, "loss": 1.50624, "time": 0.23464} {"mode": "train", "epoch": 54, "iter": 1700, "lr": 0.0179, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86625, "top5_acc": 0.98312, "loss_cls": 1.47992, "loss": 1.47992, "time": 0.23432} {"mode": "train", "epoch": 54, "iter": 1800, "lr": 0.01789, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.865, "top5_acc": 0.98, "loss_cls": 1.49861, "loss": 1.49861, "time": 0.23414} {"mode": "train", "epoch": 54, "iter": 1900, "lr": 0.01788, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86375, "top5_acc": 0.98188, "loss_cls": 1.51612, "loss": 1.51612, "time": 0.23416} {"mode": "train", "epoch": 54, "iter": 2000, "lr": 0.01787, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85938, "top5_acc": 0.98375, "loss_cls": 1.51126, "loss": 1.51126, "time": 0.23341} {"mode": "train", "epoch": 54, "iter": 2100, "lr": 0.01786, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8625, "top5_acc": 0.98188, "loss_cls": 1.5178, "loss": 1.5178, "time": 0.23394} {"mode": "train", "epoch": 54, "iter": 2200, "lr": 0.01785, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8475, "top5_acc": 0.97812, "loss_cls": 1.57228, "loss": 1.57228, "time": 0.2344} {"mode": "train", "epoch": 54, "iter": 2300, "lr": 0.01784, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85312, "top5_acc": 0.9775, "loss_cls": 1.56513, "loss": 1.56513, "time": 0.23397} {"mode": "train", "epoch": 54, "iter": 2400, "lr": 0.01783, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.835, "top5_acc": 0.97125, "loss_cls": 1.63943, "loss": 1.63943, "time": 0.23441} {"mode": "train", "epoch": 54, "iter": 2500, "lr": 0.01782, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86375, "top5_acc": 0.97625, "loss_cls": 1.53502, "loss": 1.53502, "time": 0.23332} {"mode": "val", "epoch": 54, "iter": 1031, "lr": 0.01782, "top1_acc": 0.79796, "top5_acc": 0.96391} {"mode": "train", "epoch": 55, "iter": 100, "lr": 0.01781, "memory": 6499, "data_time": 0.18808, "top1_acc": 0.87, "top5_acc": 0.9875, "loss_cls": 1.47159, "loss": 1.47159, "time": 0.42121} {"mode": "train", "epoch": 55, "iter": 200, "lr": 0.0178, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89312, "top5_acc": 0.98875, "loss_cls": 1.39184, "loss": 1.39184, "time": 0.23234} {"mode": "train", "epoch": 55, "iter": 300, "lr": 0.01779, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85188, "top5_acc": 0.98562, "loss_cls": 1.52259, "loss": 1.52259, "time": 0.23344} {"mode": "train", "epoch": 55, "iter": 400, "lr": 0.01778, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8775, "top5_acc": 0.97875, "loss_cls": 1.45562, "loss": 1.45562, "time": 0.23327} {"mode": "train", "epoch": 55, "iter": 500, "lr": 0.01778, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84375, "top5_acc": 0.9775, "loss_cls": 1.58575, "loss": 1.58575, "time": 0.23267} {"mode": "train", "epoch": 55, "iter": 600, "lr": 0.01777, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8625, "top5_acc": 0.985, "loss_cls": 1.46371, "loss": 1.46371, "time": 0.2338} {"mode": "train", "epoch": 55, "iter": 700, "lr": 0.01776, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.87062, "top5_acc": 0.98438, "loss_cls": 1.50244, "loss": 1.50244, "time": 0.23286} {"mode": "train", "epoch": 55, "iter": 800, "lr": 0.01775, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87125, "top5_acc": 0.98062, "loss_cls": 1.46544, "loss": 1.46544, "time": 0.23261} {"mode": "train", "epoch": 55, "iter": 900, "lr": 0.01774, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8675, "top5_acc": 0.98562, "loss_cls": 1.49889, "loss": 1.49889, "time": 0.23293} {"mode": "train", "epoch": 55, "iter": 1000, "lr": 0.01773, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.86375, "top5_acc": 0.98688, "loss_cls": 1.49421, "loss": 1.49421, "time": 0.2334} {"mode": "train", "epoch": 55, "iter": 1100, "lr": 0.01772, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.865, "top5_acc": 0.98188, "loss_cls": 1.50267, "loss": 1.50267, "time": 0.23283} {"mode": "train", "epoch": 55, "iter": 1200, "lr": 0.01771, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86562, "top5_acc": 0.98312, "loss_cls": 1.47538, "loss": 1.47538, "time": 0.23223} {"mode": "train", "epoch": 55, "iter": 1300, "lr": 0.0177, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87375, "top5_acc": 0.98188, "loss_cls": 1.45128, "loss": 1.45128, "time": 0.23308} {"mode": "train", "epoch": 55, "iter": 1400, "lr": 0.01769, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.86562, "top5_acc": 0.98625, "loss_cls": 1.49881, "loss": 1.49881, "time": 0.23387} {"mode": "train", "epoch": 55, "iter": 1500, "lr": 0.01768, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.87, "top5_acc": 0.98938, "loss_cls": 1.47698, "loss": 1.47698, "time": 0.23399} {"mode": "train", "epoch": 55, "iter": 1600, "lr": 0.01767, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.865, "top5_acc": 0.98375, "loss_cls": 1.47961, "loss": 1.47961, "time": 0.23393} {"mode": "train", "epoch": 55, "iter": 1700, "lr": 0.01766, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84938, "top5_acc": 0.98375, "loss_cls": 1.54109, "loss": 1.54109, "time": 0.23305} {"mode": "train", "epoch": 55, "iter": 1800, "lr": 0.01765, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85938, "top5_acc": 0.98438, "loss_cls": 1.51764, "loss": 1.51764, "time": 0.23291} {"mode": "train", "epoch": 55, "iter": 1900, "lr": 0.01764, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.83938, "top5_acc": 0.98562, "loss_cls": 1.59688, "loss": 1.59688, "time": 0.23348} {"mode": "train", "epoch": 55, "iter": 2000, "lr": 0.01763, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.8475, "top5_acc": 0.98438, "loss_cls": 1.5912, "loss": 1.5912, "time": 0.23335} {"mode": "train", "epoch": 55, "iter": 2100, "lr": 0.01762, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.8575, "top5_acc": 0.97688, "loss_cls": 1.5618, "loss": 1.5618, "time": 0.23346} {"mode": "train", "epoch": 55, "iter": 2200, "lr": 0.01761, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85188, "top5_acc": 0.98, "loss_cls": 1.57676, "loss": 1.57676, "time": 0.23305} {"mode": "train", "epoch": 55, "iter": 2300, "lr": 0.0176, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85438, "top5_acc": 0.98, "loss_cls": 1.541, "loss": 1.541, "time": 0.23331} {"mode": "train", "epoch": 55, "iter": 2400, "lr": 0.01759, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86438, "top5_acc": 0.97688, "loss_cls": 1.52286, "loss": 1.52286, "time": 0.23296} {"mode": "train", "epoch": 55, "iter": 2500, "lr": 0.01758, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86812, "top5_acc": 0.97875, "loss_cls": 1.48094, "loss": 1.48094, "time": 0.23315} {"mode": "val", "epoch": 55, "iter": 1031, "lr": 0.01758, "top1_acc": 0.84533, "top5_acc": 0.97659} {"mode": "train", "epoch": 56, "iter": 100, "lr": 0.01757, "memory": 6499, "data_time": 0.18284, "top1_acc": 0.87875, "top5_acc": 0.985, "loss_cls": 1.43694, "loss": 1.43694, "time": 0.4161} {"mode": "train", "epoch": 56, "iter": 200, "lr": 0.01757, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8525, "top5_acc": 0.98312, "loss_cls": 1.56394, "loss": 1.56394, "time": 0.23285} {"mode": "train", "epoch": 56, "iter": 300, "lr": 0.01756, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88125, "top5_acc": 0.985, "loss_cls": 1.44866, "loss": 1.44866, "time": 0.233} {"mode": "train", "epoch": 56, "iter": 400, "lr": 0.01755, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85938, "top5_acc": 0.98562, "loss_cls": 1.49139, "loss": 1.49139, "time": 0.2328} {"mode": "train", "epoch": 56, "iter": 500, "lr": 0.01754, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85375, "top5_acc": 0.98438, "loss_cls": 1.51866, "loss": 1.51866, "time": 0.23365} {"mode": "train", "epoch": 56, "iter": 600, "lr": 0.01753, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87125, "top5_acc": 0.98812, "loss_cls": 1.46781, "loss": 1.46781, "time": 0.23297} {"mode": "train", "epoch": 56, "iter": 700, "lr": 0.01752, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.8675, "top5_acc": 0.98125, "loss_cls": 1.46823, "loss": 1.46823, "time": 0.23406} {"mode": "train", "epoch": 56, "iter": 800, "lr": 0.01751, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87438, "top5_acc": 0.99125, "loss_cls": 1.45752, "loss": 1.45752, "time": 0.23388} {"mode": "train", "epoch": 56, "iter": 900, "lr": 0.0175, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.86812, "top5_acc": 0.97938, "loss_cls": 1.49885, "loss": 1.49885, "time": 0.23437} {"mode": "train", "epoch": 56, "iter": 1000, "lr": 0.01749, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86, "top5_acc": 0.9775, "loss_cls": 1.52971, "loss": 1.52971, "time": 0.23357} {"mode": "train", "epoch": 56, "iter": 1100, "lr": 0.01748, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.86688, "top5_acc": 0.9825, "loss_cls": 1.49274, "loss": 1.49274, "time": 0.23371} {"mode": "train", "epoch": 56, "iter": 1200, "lr": 0.01747, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85562, "top5_acc": 0.97938, "loss_cls": 1.53938, "loss": 1.53938, "time": 0.23317} {"mode": "train", "epoch": 56, "iter": 1300, "lr": 0.01746, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.86188, "top5_acc": 0.98125, "loss_cls": 1.53223, "loss": 1.53223, "time": 0.23311} {"mode": "train", "epoch": 56, "iter": 1400, "lr": 0.01745, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87, "top5_acc": 0.98312, "loss_cls": 1.48402, "loss": 1.48402, "time": 0.23305} {"mode": "train", "epoch": 56, "iter": 1500, "lr": 0.01744, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86188, "top5_acc": 0.98375, "loss_cls": 1.51361, "loss": 1.51361, "time": 0.23328} {"mode": "train", "epoch": 56, "iter": 1600, "lr": 0.01743, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87062, "top5_acc": 0.98312, "loss_cls": 1.48391, "loss": 1.48391, "time": 0.23303} {"mode": "train", "epoch": 56, "iter": 1700, "lr": 0.01742, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85312, "top5_acc": 0.97875, "loss_cls": 1.54001, "loss": 1.54001, "time": 0.23351} {"mode": "train", "epoch": 56, "iter": 1800, "lr": 0.01741, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85812, "top5_acc": 0.98312, "loss_cls": 1.49182, "loss": 1.49182, "time": 0.23328} {"mode": "train", "epoch": 56, "iter": 1900, "lr": 0.0174, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86688, "top5_acc": 0.97438, "loss_cls": 1.50141, "loss": 1.50141, "time": 0.23359} {"mode": "train", "epoch": 56, "iter": 2000, "lr": 0.01739, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86812, "top5_acc": 0.98125, "loss_cls": 1.50982, "loss": 1.50982, "time": 0.23349} {"mode": "train", "epoch": 56, "iter": 2100, "lr": 0.01738, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.87125, "top5_acc": 0.98312, "loss_cls": 1.50023, "loss": 1.50023, "time": 0.23417} {"mode": "train", "epoch": 56, "iter": 2200, "lr": 0.01737, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.84688, "top5_acc": 0.98188, "loss_cls": 1.56578, "loss": 1.56578, "time": 0.23331} {"mode": "train", "epoch": 56, "iter": 2300, "lr": 0.01736, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85, "top5_acc": 0.97812, "loss_cls": 1.57324, "loss": 1.57324, "time": 0.2338} {"mode": "train", "epoch": 56, "iter": 2400, "lr": 0.01735, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86812, "top5_acc": 0.97938, "loss_cls": 1.51525, "loss": 1.51525, "time": 0.23295} {"mode": "train", "epoch": 56, "iter": 2500, "lr": 0.01734, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.86875, "top5_acc": 0.9825, "loss_cls": 1.4774, "loss": 1.4774, "time": 0.23264} {"mode": "val", "epoch": 56, "iter": 1031, "lr": 0.01734, "top1_acc": 0.84782, "top5_acc": 0.97562} {"mode": "train", "epoch": 57, "iter": 100, "lr": 0.01733, "memory": 6499, "data_time": 0.18331, "top1_acc": 0.88562, "top5_acc": 0.98688, "loss_cls": 1.38702, "loss": 1.38702, "time": 0.41624} {"mode": "train", "epoch": 57, "iter": 200, "lr": 0.01732, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85938, "top5_acc": 0.98312, "loss_cls": 1.49653, "loss": 1.49653, "time": 0.23298} {"mode": "train", "epoch": 57, "iter": 300, "lr": 0.01732, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87812, "top5_acc": 0.98312, "loss_cls": 1.41991, "loss": 1.41991, "time": 0.2327} {"mode": "train", "epoch": 57, "iter": 400, "lr": 0.01731, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86062, "top5_acc": 0.98312, "loss_cls": 1.53281, "loss": 1.53281, "time": 0.2328} {"mode": "train", "epoch": 57, "iter": 500, "lr": 0.0173, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8725, "top5_acc": 0.98688, "loss_cls": 1.43933, "loss": 1.43933, "time": 0.23286} {"mode": "train", "epoch": 57, "iter": 600, "lr": 0.01729, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87938, "top5_acc": 0.99, "loss_cls": 1.42848, "loss": 1.42848, "time": 0.23369} {"mode": "train", "epoch": 57, "iter": 700, "lr": 0.01728, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8525, "top5_acc": 0.97812, "loss_cls": 1.53358, "loss": 1.53358, "time": 0.23378} {"mode": "train", "epoch": 57, "iter": 800, "lr": 0.01727, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88125, "top5_acc": 0.98625, "loss_cls": 1.42869, "loss": 1.42869, "time": 0.23375} {"mode": "train", "epoch": 57, "iter": 900, "lr": 0.01726, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89375, "top5_acc": 0.9875, "loss_cls": 1.36883, "loss": 1.36883, "time": 0.23287} {"mode": "train", "epoch": 57, "iter": 1000, "lr": 0.01725, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.86312, "top5_acc": 0.98312, "loss_cls": 1.4858, "loss": 1.4858, "time": 0.23321} {"mode": "train", "epoch": 57, "iter": 1100, "lr": 0.01724, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88375, "top5_acc": 0.98438, "loss_cls": 1.41398, "loss": 1.41398, "time": 0.23356} {"mode": "train", "epoch": 57, "iter": 1200, "lr": 0.01723, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87625, "top5_acc": 0.98, "loss_cls": 1.44591, "loss": 1.44591, "time": 0.23293} {"mode": "train", "epoch": 57, "iter": 1300, "lr": 0.01722, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86688, "top5_acc": 0.97875, "loss_cls": 1.49086, "loss": 1.49086, "time": 0.23292} {"mode": "train", "epoch": 57, "iter": 1400, "lr": 0.01721, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86188, "top5_acc": 0.98688, "loss_cls": 1.49457, "loss": 1.49457, "time": 0.23338} {"mode": "train", "epoch": 57, "iter": 1500, "lr": 0.0172, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84812, "top5_acc": 0.98125, "loss_cls": 1.56696, "loss": 1.56696, "time": 0.23271} {"mode": "train", "epoch": 57, "iter": 1600, "lr": 0.01719, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86312, "top5_acc": 0.98562, "loss_cls": 1.47739, "loss": 1.47739, "time": 0.23337} {"mode": "train", "epoch": 57, "iter": 1700, "lr": 0.01718, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8675, "top5_acc": 0.98312, "loss_cls": 1.47448, "loss": 1.47448, "time": 0.23257} {"mode": "train", "epoch": 57, "iter": 1800, "lr": 0.01717, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85688, "top5_acc": 0.9825, "loss_cls": 1.49961, "loss": 1.49961, "time": 0.23368} {"mode": "train", "epoch": 57, "iter": 1900, "lr": 0.01716, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.865, "top5_acc": 0.98688, "loss_cls": 1.49516, "loss": 1.49516, "time": 0.23335} {"mode": "train", "epoch": 57, "iter": 2000, "lr": 0.01715, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.87125, "top5_acc": 0.98125, "loss_cls": 1.50977, "loss": 1.50977, "time": 0.23234} {"mode": "train", "epoch": 57, "iter": 2100, "lr": 0.01714, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85688, "top5_acc": 0.97938, "loss_cls": 1.53086, "loss": 1.53086, "time": 0.2335} {"mode": "train", "epoch": 57, "iter": 2200, "lr": 0.01713, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84562, "top5_acc": 0.97688, "loss_cls": 1.56403, "loss": 1.56403, "time": 0.2338} {"mode": "train", "epoch": 57, "iter": 2300, "lr": 0.01712, "memory": 6499, "data_time": 0.00062, "top1_acc": 0.86125, "top5_acc": 0.98125, "loss_cls": 1.5199, "loss": 1.5199, "time": 0.23415} {"mode": "train", "epoch": 57, "iter": 2400, "lr": 0.01711, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85562, "top5_acc": 0.9775, "loss_cls": 1.53301, "loss": 1.53301, "time": 0.23308} {"mode": "train", "epoch": 57, "iter": 2500, "lr": 0.0171, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.875, "top5_acc": 0.98125, "loss_cls": 1.48014, "loss": 1.48014, "time": 0.23285} {"mode": "val", "epoch": 57, "iter": 1031, "lr": 0.0171, "top1_acc": 0.84685, "top5_acc": 0.97622} {"mode": "train", "epoch": 58, "iter": 100, "lr": 0.01709, "memory": 6499, "data_time": 0.18001, "top1_acc": 0.88375, "top5_acc": 0.98562, "loss_cls": 1.41169, "loss": 1.41169, "time": 0.41449} {"mode": "train", "epoch": 58, "iter": 200, "lr": 0.01708, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.85125, "top5_acc": 0.98375, "loss_cls": 1.54325, "loss": 1.54325, "time": 0.23411} {"mode": "train", "epoch": 58, "iter": 300, "lr": 0.01707, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.87312, "top5_acc": 0.98562, "loss_cls": 1.44652, "loss": 1.44652, "time": 0.23286} {"mode": "train", "epoch": 58, "iter": 400, "lr": 0.01706, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86812, "top5_acc": 0.985, "loss_cls": 1.47212, "loss": 1.47212, "time": 0.23345} {"mode": "train", "epoch": 58, "iter": 500, "lr": 0.01705, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85562, "top5_acc": 0.98125, "loss_cls": 1.56833, "loss": 1.56833, "time": 0.23281} {"mode": "train", "epoch": 58, "iter": 600, "lr": 0.01704, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.87875, "top5_acc": 0.98812, "loss_cls": 1.44279, "loss": 1.44279, "time": 0.23329} {"mode": "train", "epoch": 58, "iter": 700, "lr": 0.01703, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88812, "top5_acc": 0.98375, "loss_cls": 1.40104, "loss": 1.40104, "time": 0.23371} {"mode": "train", "epoch": 58, "iter": 800, "lr": 0.01702, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.86688, "top5_acc": 0.98625, "loss_cls": 1.46406, "loss": 1.46406, "time": 0.23359} {"mode": "train", "epoch": 58, "iter": 900, "lr": 0.01701, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87375, "top5_acc": 0.98375, "loss_cls": 1.44988, "loss": 1.44988, "time": 0.23381} {"mode": "train", "epoch": 58, "iter": 1000, "lr": 0.017, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87062, "top5_acc": 0.98188, "loss_cls": 1.4523, "loss": 1.4523, "time": 0.23369} {"mode": "train", "epoch": 58, "iter": 1100, "lr": 0.01699, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.86312, "top5_acc": 0.98375, "loss_cls": 1.51948, "loss": 1.51948, "time": 0.23456} {"mode": "train", "epoch": 58, "iter": 1200, "lr": 0.01698, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.86688, "top5_acc": 0.98438, "loss_cls": 1.5017, "loss": 1.5017, "time": 0.23391} {"mode": "train", "epoch": 58, "iter": 1300, "lr": 0.01698, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85688, "top5_acc": 0.98625, "loss_cls": 1.49287, "loss": 1.49287, "time": 0.23325} {"mode": "train", "epoch": 58, "iter": 1400, "lr": 0.01697, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84062, "top5_acc": 0.98125, "loss_cls": 1.58888, "loss": 1.58888, "time": 0.23304} {"mode": "train", "epoch": 58, "iter": 1500, "lr": 0.01696, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85688, "top5_acc": 0.97688, "loss_cls": 1.55291, "loss": 1.55291, "time": 0.23328} {"mode": "train", "epoch": 58, "iter": 1600, "lr": 0.01695, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.86375, "top5_acc": 0.985, "loss_cls": 1.48587, "loss": 1.48587, "time": 0.23297} {"mode": "train", "epoch": 58, "iter": 1700, "lr": 0.01694, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.87625, "top5_acc": 0.98125, "loss_cls": 1.44051, "loss": 1.44051, "time": 0.23332} {"mode": "train", "epoch": 58, "iter": 1800, "lr": 0.01693, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8725, "top5_acc": 0.98625, "loss_cls": 1.43701, "loss": 1.43701, "time": 0.2331} {"mode": "train", "epoch": 58, "iter": 1900, "lr": 0.01692, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.865, "top5_acc": 0.98438, "loss_cls": 1.49108, "loss": 1.49108, "time": 0.23316} {"mode": "train", "epoch": 58, "iter": 2000, "lr": 0.01691, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87188, "top5_acc": 0.98625, "loss_cls": 1.4712, "loss": 1.4712, "time": 0.23294} {"mode": "train", "epoch": 58, "iter": 2100, "lr": 0.0169, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8575, "top5_acc": 0.97312, "loss_cls": 1.54074, "loss": 1.54074, "time": 0.23258} {"mode": "train", "epoch": 58, "iter": 2200, "lr": 0.01689, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86688, "top5_acc": 0.98, "loss_cls": 1.50066, "loss": 1.50066, "time": 0.23349} {"mode": "train", "epoch": 58, "iter": 2300, "lr": 0.01688, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.86562, "top5_acc": 0.97812, "loss_cls": 1.50555, "loss": 1.50555, "time": 0.23414} {"mode": "train", "epoch": 58, "iter": 2400, "lr": 0.01687, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.87688, "top5_acc": 0.98375, "loss_cls": 1.42663, "loss": 1.42663, "time": 0.23352} {"mode": "train", "epoch": 58, "iter": 2500, "lr": 0.01686, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86312, "top5_acc": 0.9875, "loss_cls": 1.4895, "loss": 1.4895, "time": 0.23361} {"mode": "val", "epoch": 58, "iter": 1031, "lr": 0.01686, "top1_acc": 0.82871, "top5_acc": 0.97331} {"mode": "train", "epoch": 59, "iter": 100, "lr": 0.01685, "memory": 6499, "data_time": 0.18239, "top1_acc": 0.88125, "top5_acc": 0.985, "loss_cls": 1.4122, "loss": 1.4122, "time": 0.41556} {"mode": "train", "epoch": 59, "iter": 200, "lr": 0.01684, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88125, "top5_acc": 0.98438, "loss_cls": 1.42941, "loss": 1.42941, "time": 0.23276} {"mode": "train", "epoch": 59, "iter": 300, "lr": 0.01683, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.86625, "top5_acc": 0.9825, "loss_cls": 1.50648, "loss": 1.50648, "time": 0.23323} {"mode": "train", "epoch": 59, "iter": 400, "lr": 0.01682, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87438, "top5_acc": 0.98938, "loss_cls": 1.47254, "loss": 1.47254, "time": 0.23232} {"mode": "train", "epoch": 59, "iter": 500, "lr": 0.01681, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86812, "top5_acc": 0.98625, "loss_cls": 1.50162, "loss": 1.50162, "time": 0.23244} {"mode": "train", "epoch": 59, "iter": 600, "lr": 0.0168, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87125, "top5_acc": 0.98812, "loss_cls": 1.41458, "loss": 1.41458, "time": 0.23287} {"mode": "train", "epoch": 59, "iter": 700, "lr": 0.01679, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86688, "top5_acc": 0.98125, "loss_cls": 1.47543, "loss": 1.47543, "time": 0.23292} {"mode": "train", "epoch": 59, "iter": 800, "lr": 0.01678, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88, "top5_acc": 0.98625, "loss_cls": 1.43413, "loss": 1.43413, "time": 0.23459} {"mode": "train", "epoch": 59, "iter": 900, "lr": 0.01677, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85875, "top5_acc": 0.98812, "loss_cls": 1.48329, "loss": 1.48329, "time": 0.23341} {"mode": "train", "epoch": 59, "iter": 1000, "lr": 0.01676, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8675, "top5_acc": 0.98375, "loss_cls": 1.50379, "loss": 1.50379, "time": 0.23398} {"mode": "train", "epoch": 59, "iter": 1100, "lr": 0.01675, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86375, "top5_acc": 0.985, "loss_cls": 1.51058, "loss": 1.51058, "time": 0.23383} {"mode": "train", "epoch": 59, "iter": 1200, "lr": 0.01674, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.86375, "top5_acc": 0.98188, "loss_cls": 1.49021, "loss": 1.49021, "time": 0.23275} {"mode": "train", "epoch": 59, "iter": 1300, "lr": 0.01673, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86062, "top5_acc": 0.98, "loss_cls": 1.51733, "loss": 1.51733, "time": 0.23299} {"mode": "train", "epoch": 59, "iter": 1400, "lr": 0.01672, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87, "top5_acc": 0.98312, "loss_cls": 1.49236, "loss": 1.49236, "time": 0.23339} {"mode": "train", "epoch": 59, "iter": 1500, "lr": 0.01671, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86562, "top5_acc": 0.97625, "loss_cls": 1.51094, "loss": 1.51094, "time": 0.23229} {"mode": "train", "epoch": 59, "iter": 1600, "lr": 0.0167, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85188, "top5_acc": 0.98188, "loss_cls": 1.56289, "loss": 1.56289, "time": 0.23272} {"mode": "train", "epoch": 59, "iter": 1700, "lr": 0.01669, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86875, "top5_acc": 0.985, "loss_cls": 1.48327, "loss": 1.48327, "time": 0.23223} {"mode": "train", "epoch": 59, "iter": 1800, "lr": 0.01668, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84688, "top5_acc": 0.97312, "loss_cls": 1.5932, "loss": 1.5932, "time": 0.23297} {"mode": "train", "epoch": 59, "iter": 1900, "lr": 0.01667, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87188, "top5_acc": 0.98438, "loss_cls": 1.50618, "loss": 1.50618, "time": 0.23358} {"mode": "train", "epoch": 59, "iter": 2000, "lr": 0.01666, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.85812, "top5_acc": 0.98375, "loss_cls": 1.529, "loss": 1.529, "time": 0.23415} {"mode": "train", "epoch": 59, "iter": 2100, "lr": 0.01665, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8525, "top5_acc": 0.97812, "loss_cls": 1.52481, "loss": 1.52481, "time": 0.23342} {"mode": "train", "epoch": 59, "iter": 2200, "lr": 0.01664, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87125, "top5_acc": 0.98562, "loss_cls": 1.47367, "loss": 1.47367, "time": 0.23259} {"mode": "train", "epoch": 59, "iter": 2300, "lr": 0.01663, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.86, "top5_acc": 0.98375, "loss_cls": 1.51203, "loss": 1.51203, "time": 0.23378} {"mode": "train", "epoch": 59, "iter": 2400, "lr": 0.01662, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87375, "top5_acc": 0.98062, "loss_cls": 1.4665, "loss": 1.4665, "time": 0.23272} {"mode": "train", "epoch": 59, "iter": 2500, "lr": 0.01661, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85062, "top5_acc": 0.98188, "loss_cls": 1.54154, "loss": 1.54154, "time": 0.23243} {"mode": "val", "epoch": 59, "iter": 1031, "lr": 0.01661, "top1_acc": 0.80621, "top5_acc": 0.97343} {"mode": "train", "epoch": 60, "iter": 100, "lr": 0.0166, "memory": 6499, "data_time": 0.18243, "top1_acc": 0.87688, "top5_acc": 0.98562, "loss_cls": 1.46054, "loss": 1.46054, "time": 0.41607} {"mode": "train", "epoch": 60, "iter": 200, "lr": 0.01659, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87, "top5_acc": 0.98562, "loss_cls": 1.4552, "loss": 1.4552, "time": 0.23377} {"mode": "train", "epoch": 60, "iter": 300, "lr": 0.01658, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.87375, "top5_acc": 0.99062, "loss_cls": 1.433, "loss": 1.433, "time": 0.23474} {"mode": "train", "epoch": 60, "iter": 400, "lr": 0.01657, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88562, "top5_acc": 0.98812, "loss_cls": 1.39865, "loss": 1.39865, "time": 0.23359} {"mode": "train", "epoch": 60, "iter": 500, "lr": 0.01656, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8725, "top5_acc": 0.98375, "loss_cls": 1.44074, "loss": 1.44074, "time": 0.23374} {"mode": "train", "epoch": 60, "iter": 600, "lr": 0.01655, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88188, "top5_acc": 0.99062, "loss_cls": 1.40033, "loss": 1.40033, "time": 0.23473} {"mode": "train", "epoch": 60, "iter": 700, "lr": 0.01654, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87688, "top5_acc": 0.98125, "loss_cls": 1.43445, "loss": 1.43445, "time": 0.23337} {"mode": "train", "epoch": 60, "iter": 800, "lr": 0.01653, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.885, "top5_acc": 0.99062, "loss_cls": 1.38779, "loss": 1.38779, "time": 0.23399} {"mode": "train", "epoch": 60, "iter": 900, "lr": 0.01652, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.8675, "top5_acc": 0.98188, "loss_cls": 1.47708, "loss": 1.47708, "time": 0.23382} {"mode": "train", "epoch": 60, "iter": 1000, "lr": 0.01651, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85125, "top5_acc": 0.97688, "loss_cls": 1.54448, "loss": 1.54448, "time": 0.23391} {"mode": "train", "epoch": 60, "iter": 1100, "lr": 0.0165, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88375, "top5_acc": 0.98688, "loss_cls": 1.40681, "loss": 1.40681, "time": 0.23421} {"mode": "train", "epoch": 60, "iter": 1200, "lr": 0.01649, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.88375, "top5_acc": 0.9825, "loss_cls": 1.4145, "loss": 1.4145, "time": 0.23327} {"mode": "train", "epoch": 60, "iter": 1300, "lr": 0.01648, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86438, "top5_acc": 0.9775, "loss_cls": 1.48286, "loss": 1.48286, "time": 0.23487} {"mode": "train", "epoch": 60, "iter": 1400, "lr": 0.01647, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.87312, "top5_acc": 0.9825, "loss_cls": 1.46693, "loss": 1.46693, "time": 0.23322} {"mode": "train", "epoch": 60, "iter": 1500, "lr": 0.01646, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86312, "top5_acc": 0.98438, "loss_cls": 1.4898, "loss": 1.4898, "time": 0.2341} {"mode": "train", "epoch": 60, "iter": 1600, "lr": 0.01645, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87625, "top5_acc": 0.98125, "loss_cls": 1.461, "loss": 1.461, "time": 0.23415} {"mode": "train", "epoch": 60, "iter": 1700, "lr": 0.01644, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85, "top5_acc": 0.985, "loss_cls": 1.52637, "loss": 1.52637, "time": 0.2343} {"mode": "train", "epoch": 60, "iter": 1800, "lr": 0.01643, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86688, "top5_acc": 0.98125, "loss_cls": 1.48449, "loss": 1.48449, "time": 0.23462} {"mode": "train", "epoch": 60, "iter": 1900, "lr": 0.01642, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.86, "top5_acc": 0.98562, "loss_cls": 1.51379, "loss": 1.51379, "time": 0.23388} {"mode": "train", "epoch": 60, "iter": 2000, "lr": 0.01641, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.87375, "top5_acc": 0.98688, "loss_cls": 1.44128, "loss": 1.44128, "time": 0.23363} {"mode": "train", "epoch": 60, "iter": 2100, "lr": 0.0164, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87188, "top5_acc": 0.98438, "loss_cls": 1.46849, "loss": 1.46849, "time": 0.23386} {"mode": "train", "epoch": 60, "iter": 2200, "lr": 0.01639, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.865, "top5_acc": 0.9875, "loss_cls": 1.48446, "loss": 1.48446, "time": 0.23477} {"mode": "train", "epoch": 60, "iter": 2300, "lr": 0.01638, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86312, "top5_acc": 0.9875, "loss_cls": 1.49073, "loss": 1.49073, "time": 0.23371} {"mode": "train", "epoch": 60, "iter": 2400, "lr": 0.01637, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84375, "top5_acc": 0.98188, "loss_cls": 1.58643, "loss": 1.58643, "time": 0.23459} {"mode": "train", "epoch": 60, "iter": 2500, "lr": 0.01636, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86688, "top5_acc": 0.98375, "loss_cls": 1.51035, "loss": 1.51035, "time": 0.23503} {"mode": "val", "epoch": 60, "iter": 1031, "lr": 0.01636, "top1_acc": 0.8204, "top5_acc": 0.97052} {"mode": "train", "epoch": 61, "iter": 100, "lr": 0.01635, "memory": 6499, "data_time": 0.17992, "top1_acc": 0.88125, "top5_acc": 0.98875, "loss_cls": 1.41231, "loss": 1.41231, "time": 0.41368} {"mode": "train", "epoch": 61, "iter": 200, "lr": 0.01634, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88625, "top5_acc": 0.98688, "loss_cls": 1.38953, "loss": 1.38953, "time": 0.2329} {"mode": "train", "epoch": 61, "iter": 300, "lr": 0.01633, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.87625, "top5_acc": 0.98812, "loss_cls": 1.41995, "loss": 1.41995, "time": 0.23401} {"mode": "train", "epoch": 61, "iter": 400, "lr": 0.01632, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.88625, "top5_acc": 0.98812, "loss_cls": 1.39448, "loss": 1.39448, "time": 0.23337} {"mode": "train", "epoch": 61, "iter": 500, "lr": 0.01631, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87875, "top5_acc": 0.98625, "loss_cls": 1.46605, "loss": 1.46605, "time": 0.23354} {"mode": "train", "epoch": 61, "iter": 600, "lr": 0.0163, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.87688, "top5_acc": 0.98438, "loss_cls": 1.42911, "loss": 1.42911, "time": 0.23376} {"mode": "train", "epoch": 61, "iter": 700, "lr": 0.01629, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88438, "top5_acc": 0.99, "loss_cls": 1.40755, "loss": 1.40755, "time": 0.23365} {"mode": "train", "epoch": 61, "iter": 800, "lr": 0.01628, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86062, "top5_acc": 0.98, "loss_cls": 1.51031, "loss": 1.51031, "time": 0.23374} {"mode": "train", "epoch": 61, "iter": 900, "lr": 0.01627, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87, "top5_acc": 0.9825, "loss_cls": 1.46878, "loss": 1.46878, "time": 0.23354} {"mode": "train", "epoch": 61, "iter": 1000, "lr": 0.01626, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85312, "top5_acc": 0.97688, "loss_cls": 1.52128, "loss": 1.52128, "time": 0.23376} {"mode": "train", "epoch": 61, "iter": 1100, "lr": 0.01625, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87125, "top5_acc": 0.98188, "loss_cls": 1.49109, "loss": 1.49109, "time": 0.23501} {"mode": "train", "epoch": 61, "iter": 1200, "lr": 0.01624, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86625, "top5_acc": 0.98562, "loss_cls": 1.48393, "loss": 1.48393, "time": 0.23363} {"mode": "train", "epoch": 61, "iter": 1300, "lr": 0.01623, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88188, "top5_acc": 0.99062, "loss_cls": 1.40282, "loss": 1.40282, "time": 0.23367} {"mode": "train", "epoch": 61, "iter": 1400, "lr": 0.01622, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.87188, "top5_acc": 0.98312, "loss_cls": 1.45145, "loss": 1.45145, "time": 0.23355} {"mode": "train", "epoch": 61, "iter": 1500, "lr": 0.01621, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.87562, "top5_acc": 0.98375, "loss_cls": 1.45538, "loss": 1.45538, "time": 0.23313} {"mode": "train", "epoch": 61, "iter": 1600, "lr": 0.0162, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86375, "top5_acc": 0.98562, "loss_cls": 1.50039, "loss": 1.50039, "time": 0.23256} {"mode": "train", "epoch": 61, "iter": 1700, "lr": 0.01619, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.87812, "top5_acc": 0.985, "loss_cls": 1.45423, "loss": 1.45423, "time": 0.23348} {"mode": "train", "epoch": 61, "iter": 1800, "lr": 0.01618, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86938, "top5_acc": 0.985, "loss_cls": 1.46924, "loss": 1.46924, "time": 0.23278} {"mode": "train", "epoch": 61, "iter": 1900, "lr": 0.01617, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86688, "top5_acc": 0.98438, "loss_cls": 1.48754, "loss": 1.48754, "time": 0.2338} {"mode": "train", "epoch": 61, "iter": 2000, "lr": 0.01616, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88375, "top5_acc": 0.99, "loss_cls": 1.4125, "loss": 1.4125, "time": 0.23238} {"mode": "train", "epoch": 61, "iter": 2100, "lr": 0.01615, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.87, "top5_acc": 0.98, "loss_cls": 1.48643, "loss": 1.48643, "time": 0.23321} {"mode": "train", "epoch": 61, "iter": 2200, "lr": 0.01614, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86188, "top5_acc": 0.98375, "loss_cls": 1.5114, "loss": 1.5114, "time": 0.2329} {"mode": "train", "epoch": 61, "iter": 2300, "lr": 0.01613, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86562, "top5_acc": 0.98125, "loss_cls": 1.49776, "loss": 1.49776, "time": 0.23335} {"mode": "train", "epoch": 61, "iter": 2400, "lr": 0.01612, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87938, "top5_acc": 0.9875, "loss_cls": 1.41162, "loss": 1.41162, "time": 0.23272} {"mode": "train", "epoch": 61, "iter": 2500, "lr": 0.01611, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.845, "top5_acc": 0.97375, "loss_cls": 1.57624, "loss": 1.57624, "time": 0.2325} {"mode": "val", "epoch": 61, "iter": 1031, "lr": 0.01611, "top1_acc": 0.82647, "top5_acc": 0.97513} {"mode": "train", "epoch": 62, "iter": 100, "lr": 0.0161, "memory": 6499, "data_time": 0.17832, "top1_acc": 0.88312, "top5_acc": 0.98562, "loss_cls": 1.44908, "loss": 1.44908, "time": 0.4115} {"mode": "train", "epoch": 62, "iter": 200, "lr": 0.01609, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88438, "top5_acc": 0.9875, "loss_cls": 1.40579, "loss": 1.40579, "time": 0.23252} {"mode": "train", "epoch": 62, "iter": 300, "lr": 0.01608, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88188, "top5_acc": 0.98688, "loss_cls": 1.4041, "loss": 1.4041, "time": 0.23388} {"mode": "train", "epoch": 62, "iter": 400, "lr": 0.01607, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.885, "top5_acc": 0.98375, "loss_cls": 1.40096, "loss": 1.40096, "time": 0.23462} {"mode": "train", "epoch": 62, "iter": 500, "lr": 0.01606, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87938, "top5_acc": 0.98875, "loss_cls": 1.44349, "loss": 1.44349, "time": 0.23437} {"mode": "train", "epoch": 62, "iter": 600, "lr": 0.01605, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.86812, "top5_acc": 0.98938, "loss_cls": 1.45542, "loss": 1.45542, "time": 0.2335} {"mode": "train", "epoch": 62, "iter": 700, "lr": 0.01604, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8625, "top5_acc": 0.98188, "loss_cls": 1.48838, "loss": 1.48838, "time": 0.23304} {"mode": "train", "epoch": 62, "iter": 800, "lr": 0.01603, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88438, "top5_acc": 0.98188, "loss_cls": 1.40477, "loss": 1.40477, "time": 0.23353} {"mode": "train", "epoch": 62, "iter": 900, "lr": 0.01602, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8675, "top5_acc": 0.98375, "loss_cls": 1.48896, "loss": 1.48896, "time": 0.23363} {"mode": "train", "epoch": 62, "iter": 1000, "lr": 0.01601, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.855, "top5_acc": 0.98125, "loss_cls": 1.53278, "loss": 1.53278, "time": 0.23321} {"mode": "train", "epoch": 62, "iter": 1100, "lr": 0.016, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86188, "top5_acc": 0.98438, "loss_cls": 1.50134, "loss": 1.50134, "time": 0.23434} {"mode": "train", "epoch": 62, "iter": 1200, "lr": 0.01599, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87875, "top5_acc": 0.98562, "loss_cls": 1.40706, "loss": 1.40706, "time": 0.23281} {"mode": "train", "epoch": 62, "iter": 1300, "lr": 0.01598, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87688, "top5_acc": 0.9875, "loss_cls": 1.43933, "loss": 1.43933, "time": 0.23416} {"mode": "train", "epoch": 62, "iter": 1400, "lr": 0.01597, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87688, "top5_acc": 0.98625, "loss_cls": 1.41627, "loss": 1.41627, "time": 0.23429} {"mode": "train", "epoch": 62, "iter": 1500, "lr": 0.01596, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87312, "top5_acc": 0.98625, "loss_cls": 1.43406, "loss": 1.43406, "time": 0.23347} {"mode": "train", "epoch": 62, "iter": 1600, "lr": 0.01595, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88062, "top5_acc": 0.98375, "loss_cls": 1.4211, "loss": 1.4211, "time": 0.2334} {"mode": "train", "epoch": 62, "iter": 1700, "lr": 0.01594, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86938, "top5_acc": 0.98438, "loss_cls": 1.49597, "loss": 1.49597, "time": 0.23256} {"mode": "train", "epoch": 62, "iter": 1800, "lr": 0.01593, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.87125, "top5_acc": 0.98375, "loss_cls": 1.46908, "loss": 1.46908, "time": 0.2336} {"mode": "train", "epoch": 62, "iter": 1900, "lr": 0.01592, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87125, "top5_acc": 0.98375, "loss_cls": 1.46168, "loss": 1.46168, "time": 0.23325} {"mode": "train", "epoch": 62, "iter": 2000, "lr": 0.01591, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.87375, "top5_acc": 0.98688, "loss_cls": 1.44227, "loss": 1.44227, "time": 0.23222} {"mode": "train", "epoch": 62, "iter": 2100, "lr": 0.0159, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86938, "top5_acc": 0.98562, "loss_cls": 1.44685, "loss": 1.44685, "time": 0.23297} {"mode": "train", "epoch": 62, "iter": 2200, "lr": 0.01589, "memory": 6499, "data_time": 0.00045, "top1_acc": 0.86938, "top5_acc": 0.98062, "loss_cls": 1.47579, "loss": 1.47579, "time": 0.23376} {"mode": "train", "epoch": 62, "iter": 2300, "lr": 0.01588, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8625, "top5_acc": 0.98125, "loss_cls": 1.52243, "loss": 1.52243, "time": 0.23377} {"mode": "train", "epoch": 62, "iter": 2400, "lr": 0.01587, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.87438, "top5_acc": 0.98562, "loss_cls": 1.47161, "loss": 1.47161, "time": 0.23345} {"mode": "train", "epoch": 62, "iter": 2500, "lr": 0.01586, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85, "top5_acc": 0.98562, "loss_cls": 1.55576, "loss": 1.55576, "time": 0.23318} {"mode": "val", "epoch": 62, "iter": 1031, "lr": 0.01586, "top1_acc": 0.8272, "top5_acc": 0.97137} {"mode": "train", "epoch": 63, "iter": 100, "lr": 0.01585, "memory": 6499, "data_time": 0.1778, "top1_acc": 0.88562, "top5_acc": 0.98625, "loss_cls": 1.41732, "loss": 1.41732, "time": 0.41094} {"mode": "train", "epoch": 63, "iter": 200, "lr": 0.01584, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8725, "top5_acc": 0.9875, "loss_cls": 1.46367, "loss": 1.46367, "time": 0.2323} {"mode": "train", "epoch": 63, "iter": 300, "lr": 0.01583, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.88188, "top5_acc": 0.985, "loss_cls": 1.42128, "loss": 1.42128, "time": 0.23287} {"mode": "train", "epoch": 63, "iter": 400, "lr": 0.01582, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88375, "top5_acc": 0.98438, "loss_cls": 1.41083, "loss": 1.41083, "time": 0.23314} {"mode": "train", "epoch": 63, "iter": 500, "lr": 0.01581, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88625, "top5_acc": 0.98625, "loss_cls": 1.39929, "loss": 1.39929, "time": 0.23267} {"mode": "train", "epoch": 63, "iter": 600, "lr": 0.0158, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9, "top5_acc": 0.99125, "loss_cls": 1.35942, "loss": 1.35942, "time": 0.2336} {"mode": "train", "epoch": 63, "iter": 700, "lr": 0.01579, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87188, "top5_acc": 0.985, "loss_cls": 1.45223, "loss": 1.45223, "time": 0.23326} {"mode": "train", "epoch": 63, "iter": 800, "lr": 0.01578, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.8825, "top5_acc": 0.98312, "loss_cls": 1.43492, "loss": 1.43492, "time": 0.23316} {"mode": "train", "epoch": 63, "iter": 900, "lr": 0.01577, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89188, "top5_acc": 0.985, "loss_cls": 1.38152, "loss": 1.38152, "time": 0.23234} {"mode": "train", "epoch": 63, "iter": 1000, "lr": 0.01576, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87625, "top5_acc": 0.98062, "loss_cls": 1.45862, "loss": 1.45862, "time": 0.2331} {"mode": "train", "epoch": 63, "iter": 1100, "lr": 0.01575, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87062, "top5_acc": 0.99, "loss_cls": 1.45102, "loss": 1.45102, "time": 0.23265} {"mode": "train", "epoch": 63, "iter": 1200, "lr": 0.01574, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86625, "top5_acc": 0.985, "loss_cls": 1.50874, "loss": 1.50874, "time": 0.23295} {"mode": "train", "epoch": 63, "iter": 1300, "lr": 0.01573, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88125, "top5_acc": 0.98125, "loss_cls": 1.44443, "loss": 1.44443, "time": 0.23351} {"mode": "train", "epoch": 63, "iter": 1400, "lr": 0.01572, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86938, "top5_acc": 0.98312, "loss_cls": 1.50163, "loss": 1.50163, "time": 0.23385} {"mode": "train", "epoch": 63, "iter": 1500, "lr": 0.01571, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86938, "top5_acc": 0.9825, "loss_cls": 1.46331, "loss": 1.46331, "time": 0.23266} {"mode": "train", "epoch": 63, "iter": 1600, "lr": 0.0157, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88812, "top5_acc": 0.9875, "loss_cls": 1.39475, "loss": 1.39475, "time": 0.23345} {"mode": "train", "epoch": 63, "iter": 1700, "lr": 0.01569, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.86438, "top5_acc": 0.98438, "loss_cls": 1.4901, "loss": 1.4901, "time": 0.23273} {"mode": "train", "epoch": 63, "iter": 1800, "lr": 0.01568, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84688, "top5_acc": 0.97688, "loss_cls": 1.58301, "loss": 1.58301, "time": 0.23375} {"mode": "train", "epoch": 63, "iter": 1900, "lr": 0.01567, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84125, "top5_acc": 0.98, "loss_cls": 1.55881, "loss": 1.55881, "time": 0.23258} {"mode": "train", "epoch": 63, "iter": 2000, "lr": 0.01566, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.87125, "top5_acc": 0.98438, "loss_cls": 1.45167, "loss": 1.45167, "time": 0.2329} {"mode": "train", "epoch": 63, "iter": 2100, "lr": 0.01565, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85188, "top5_acc": 0.98125, "loss_cls": 1.54011, "loss": 1.54011, "time": 0.23324} {"mode": "train", "epoch": 63, "iter": 2200, "lr": 0.01564, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87625, "top5_acc": 0.98312, "loss_cls": 1.46633, "loss": 1.46633, "time": 0.23247} {"mode": "train", "epoch": 63, "iter": 2300, "lr": 0.01563, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.87688, "top5_acc": 0.98562, "loss_cls": 1.45626, "loss": 1.45626, "time": 0.23269} {"mode": "train", "epoch": 63, "iter": 2400, "lr": 0.01562, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.88, "top5_acc": 0.98875, "loss_cls": 1.39813, "loss": 1.39813, "time": 0.23216} {"mode": "train", "epoch": 63, "iter": 2500, "lr": 0.01561, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86438, "top5_acc": 0.98438, "loss_cls": 1.46806, "loss": 1.46806, "time": 0.2332} {"mode": "val", "epoch": 63, "iter": 1031, "lr": 0.01561, "top1_acc": 0.83884, "top5_acc": 0.97713} {"mode": "train", "epoch": 64, "iter": 100, "lr": 0.0156, "memory": 6499, "data_time": 0.18326, "top1_acc": 0.88, "top5_acc": 0.98688, "loss_cls": 1.41375, "loss": 1.41375, "time": 0.4174} {"mode": "train", "epoch": 64, "iter": 200, "lr": 0.01559, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88688, "top5_acc": 0.98375, "loss_cls": 1.39551, "loss": 1.39551, "time": 0.23418} {"mode": "train", "epoch": 64, "iter": 300, "lr": 0.01558, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.86562, "top5_acc": 0.98938, "loss_cls": 1.46469, "loss": 1.46469, "time": 0.23439} {"mode": "train", "epoch": 64, "iter": 400, "lr": 0.01557, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.895, "top5_acc": 0.98688, "loss_cls": 1.36709, "loss": 1.36709, "time": 0.23408} {"mode": "train", "epoch": 64, "iter": 500, "lr": 0.01556, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87125, "top5_acc": 0.97625, "loss_cls": 1.49138, "loss": 1.49138, "time": 0.23422} {"mode": "train", "epoch": 64, "iter": 600, "lr": 0.01555, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87875, "top5_acc": 0.99, "loss_cls": 1.43199, "loss": 1.43199, "time": 0.23448} {"mode": "train", "epoch": 64, "iter": 700, "lr": 0.01554, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87, "top5_acc": 0.98062, "loss_cls": 1.46582, "loss": 1.46582, "time": 0.23406} {"mode": "train", "epoch": 64, "iter": 800, "lr": 0.01553, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88062, "top5_acc": 0.98562, "loss_cls": 1.4414, "loss": 1.4414, "time": 0.23431} {"mode": "train", "epoch": 64, "iter": 900, "lr": 0.01552, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88938, "top5_acc": 0.9875, "loss_cls": 1.35442, "loss": 1.35442, "time": 0.23444} {"mode": "train", "epoch": 64, "iter": 1000, "lr": 0.01551, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.87188, "top5_acc": 0.98375, "loss_cls": 1.46261, "loss": 1.46261, "time": 0.23379} {"mode": "train", "epoch": 64, "iter": 1100, "lr": 0.0155, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.89562, "top5_acc": 0.9875, "loss_cls": 1.3564, "loss": 1.3564, "time": 0.23341} {"mode": "train", "epoch": 64, "iter": 1200, "lr": 0.01549, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86875, "top5_acc": 0.98375, "loss_cls": 1.45332, "loss": 1.45332, "time": 0.23411} {"mode": "train", "epoch": 64, "iter": 1300, "lr": 0.01548, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.88, "top5_acc": 0.98375, "loss_cls": 1.41707, "loss": 1.41707, "time": 0.23414} {"mode": "train", "epoch": 64, "iter": 1400, "lr": 0.01547, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87438, "top5_acc": 0.98188, "loss_cls": 1.45264, "loss": 1.45264, "time": 0.23356} {"mode": "train", "epoch": 64, "iter": 1500, "lr": 0.01546, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8725, "top5_acc": 0.98375, "loss_cls": 1.43924, "loss": 1.43924, "time": 0.23422} {"mode": "train", "epoch": 64, "iter": 1600, "lr": 0.01545, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.88062, "top5_acc": 0.98625, "loss_cls": 1.40978, "loss": 1.40978, "time": 0.23391} {"mode": "train", "epoch": 64, "iter": 1700, "lr": 0.01544, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.87625, "top5_acc": 0.98938, "loss_cls": 1.43342, "loss": 1.43342, "time": 0.23333} {"mode": "train", "epoch": 64, "iter": 1800, "lr": 0.01543, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87625, "top5_acc": 0.98375, "loss_cls": 1.45594, "loss": 1.45594, "time": 0.23423} {"mode": "train", "epoch": 64, "iter": 1900, "lr": 0.01542, "memory": 6499, "data_time": 0.00053, "top1_acc": 0.86, "top5_acc": 0.98438, "loss_cls": 1.52876, "loss": 1.52876, "time": 0.23386} {"mode": "train", "epoch": 64, "iter": 2000, "lr": 0.01541, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87, "top5_acc": 0.98875, "loss_cls": 1.46251, "loss": 1.46251, "time": 0.23366} {"mode": "train", "epoch": 64, "iter": 2100, "lr": 0.0154, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87438, "top5_acc": 0.98125, "loss_cls": 1.46087, "loss": 1.46087, "time": 0.23385} {"mode": "train", "epoch": 64, "iter": 2200, "lr": 0.01539, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8675, "top5_acc": 0.98438, "loss_cls": 1.46136, "loss": 1.46136, "time": 0.23406} {"mode": "train", "epoch": 64, "iter": 2300, "lr": 0.01538, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87438, "top5_acc": 0.985, "loss_cls": 1.47079, "loss": 1.47079, "time": 0.2347} {"mode": "train", "epoch": 64, "iter": 2400, "lr": 0.01537, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86812, "top5_acc": 0.98188, "loss_cls": 1.46705, "loss": 1.46705, "time": 0.23412} {"mode": "train", "epoch": 64, "iter": 2500, "lr": 0.01536, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86188, "top5_acc": 0.97938, "loss_cls": 1.52495, "loss": 1.52495, "time": 0.23394} {"mode": "val", "epoch": 64, "iter": 1031, "lr": 0.01535, "top1_acc": 0.84582, "top5_acc": 0.97762} {"mode": "train", "epoch": 65, "iter": 100, "lr": 0.01534, "memory": 6499, "data_time": 0.18208, "top1_acc": 0.88562, "top5_acc": 0.9875, "loss_cls": 1.38943, "loss": 1.38943, "time": 0.41523} {"mode": "train", "epoch": 65, "iter": 200, "lr": 0.01533, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89938, "top5_acc": 0.99438, "loss_cls": 1.35111, "loss": 1.35111, "time": 0.23309} {"mode": "train", "epoch": 65, "iter": 300, "lr": 0.01532, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89062, "top5_acc": 0.985, "loss_cls": 1.42185, "loss": 1.42185, "time": 0.23363} {"mode": "train", "epoch": 65, "iter": 400, "lr": 0.01531, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88, "top5_acc": 0.9875, "loss_cls": 1.38081, "loss": 1.38081, "time": 0.23279} {"mode": "train", "epoch": 65, "iter": 500, "lr": 0.0153, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87625, "top5_acc": 0.9825, "loss_cls": 1.47251, "loss": 1.47251, "time": 0.23334} {"mode": "train", "epoch": 65, "iter": 600, "lr": 0.01529, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87125, "top5_acc": 0.98562, "loss_cls": 1.42993, "loss": 1.42993, "time": 0.23347} {"mode": "train", "epoch": 65, "iter": 700, "lr": 0.01528, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88375, "top5_acc": 0.9825, "loss_cls": 1.47037, "loss": 1.47037, "time": 0.23324} {"mode": "train", "epoch": 65, "iter": 800, "lr": 0.01527, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87312, "top5_acc": 0.98688, "loss_cls": 1.42621, "loss": 1.42621, "time": 0.23447} {"mode": "train", "epoch": 65, "iter": 900, "lr": 0.01526, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87625, "top5_acc": 0.98812, "loss_cls": 1.42985, "loss": 1.42985, "time": 0.2329} {"mode": "train", "epoch": 65, "iter": 1000, "lr": 0.01525, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.87812, "top5_acc": 0.98438, "loss_cls": 1.42323, "loss": 1.42323, "time": 0.2334} {"mode": "train", "epoch": 65, "iter": 1100, "lr": 0.01524, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87188, "top5_acc": 0.98688, "loss_cls": 1.44211, "loss": 1.44211, "time": 0.23202} {"mode": "train", "epoch": 65, "iter": 1200, "lr": 0.01523, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.8825, "top5_acc": 0.98562, "loss_cls": 1.42433, "loss": 1.42433, "time": 0.23349} {"mode": "train", "epoch": 65, "iter": 1300, "lr": 0.01522, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87125, "top5_acc": 0.98188, "loss_cls": 1.4618, "loss": 1.4618, "time": 0.23361} {"mode": "train", "epoch": 65, "iter": 1400, "lr": 0.01521, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87625, "top5_acc": 0.98812, "loss_cls": 1.40374, "loss": 1.40374, "time": 0.23396} {"mode": "train", "epoch": 65, "iter": 1500, "lr": 0.0152, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87812, "top5_acc": 0.98625, "loss_cls": 1.42729, "loss": 1.42729, "time": 0.23319} {"mode": "train", "epoch": 65, "iter": 1600, "lr": 0.01519, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89, "top5_acc": 0.98188, "loss_cls": 1.38894, "loss": 1.38894, "time": 0.23358} {"mode": "train", "epoch": 65, "iter": 1700, "lr": 0.01518, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.88062, "top5_acc": 0.99, "loss_cls": 1.42149, "loss": 1.42149, "time": 0.23259} {"mode": "train", "epoch": 65, "iter": 1800, "lr": 0.01517, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88625, "top5_acc": 0.98812, "loss_cls": 1.39098, "loss": 1.39098, "time": 0.23284} {"mode": "train", "epoch": 65, "iter": 1900, "lr": 0.01516, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87688, "top5_acc": 0.98375, "loss_cls": 1.46234, "loss": 1.46234, "time": 0.23197} {"mode": "train", "epoch": 65, "iter": 2000, "lr": 0.01515, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88188, "top5_acc": 0.98688, "loss_cls": 1.43056, "loss": 1.43056, "time": 0.23276} {"mode": "train", "epoch": 65, "iter": 2100, "lr": 0.01514, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86562, "top5_acc": 0.9825, "loss_cls": 1.49038, "loss": 1.49038, "time": 0.23283} {"mode": "train", "epoch": 65, "iter": 2200, "lr": 0.01513, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87438, "top5_acc": 0.98125, "loss_cls": 1.4599, "loss": 1.4599, "time": 0.23306} {"mode": "train", "epoch": 65, "iter": 2300, "lr": 0.01512, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88, "top5_acc": 0.9825, "loss_cls": 1.47302, "loss": 1.47302, "time": 0.23366} {"mode": "train", "epoch": 65, "iter": 2400, "lr": 0.01511, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86, "top5_acc": 0.98688, "loss_cls": 1.51178, "loss": 1.51178, "time": 0.23344} {"mode": "train", "epoch": 65, "iter": 2500, "lr": 0.0151, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87438, "top5_acc": 0.98562, "loss_cls": 1.44212, "loss": 1.44212, "time": 0.23309} {"mode": "val", "epoch": 65, "iter": 1031, "lr": 0.0151, "top1_acc": 0.81949, "top5_acc": 0.97362} {"mode": "train", "epoch": 66, "iter": 100, "lr": 0.01509, "memory": 6499, "data_time": 0.17992, "top1_acc": 0.895, "top5_acc": 0.98812, "loss_cls": 1.34921, "loss": 1.34921, "time": 0.41374} {"mode": "train", "epoch": 66, "iter": 200, "lr": 0.01508, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87812, "top5_acc": 0.985, "loss_cls": 1.40583, "loss": 1.40583, "time": 0.23442} {"mode": "train", "epoch": 66, "iter": 300, "lr": 0.01507, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.88188, "top5_acc": 0.985, "loss_cls": 1.40473, "loss": 1.40473, "time": 0.2341} {"mode": "train", "epoch": 66, "iter": 400, "lr": 0.01506, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.8875, "top5_acc": 0.98688, "loss_cls": 1.39058, "loss": 1.39058, "time": 0.2339} {"mode": "train", "epoch": 66, "iter": 500, "lr": 0.01505, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88, "top5_acc": 0.9825, "loss_cls": 1.39064, "loss": 1.39064, "time": 0.23358} {"mode": "train", "epoch": 66, "iter": 600, "lr": 0.01504, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8725, "top5_acc": 0.98625, "loss_cls": 1.43891, "loss": 1.43891, "time": 0.23425} {"mode": "train", "epoch": 66, "iter": 700, "lr": 0.01503, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87625, "top5_acc": 0.98938, "loss_cls": 1.44292, "loss": 1.44292, "time": 0.23413} {"mode": "train", "epoch": 66, "iter": 800, "lr": 0.01502, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8625, "top5_acc": 0.98562, "loss_cls": 1.46619, "loss": 1.46619, "time": 0.23423} {"mode": "train", "epoch": 66, "iter": 900, "lr": 0.01501, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86625, "top5_acc": 0.98688, "loss_cls": 1.48855, "loss": 1.48855, "time": 0.23428} {"mode": "train", "epoch": 66, "iter": 1000, "lr": 0.015, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.87688, "top5_acc": 0.98438, "loss_cls": 1.44395, "loss": 1.44395, "time": 0.23394} {"mode": "train", "epoch": 66, "iter": 1100, "lr": 0.01499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89625, "top5_acc": 0.99125, "loss_cls": 1.35203, "loss": 1.35203, "time": 0.2338} {"mode": "train", "epoch": 66, "iter": 1200, "lr": 0.01498, "memory": 6499, "data_time": 0.00046, "top1_acc": 0.87812, "top5_acc": 0.98312, "loss_cls": 1.42819, "loss": 1.42819, "time": 0.23513} {"mode": "train", "epoch": 66, "iter": 1300, "lr": 0.01497, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.87375, "top5_acc": 0.985, "loss_cls": 1.42502, "loss": 1.42502, "time": 0.23384} {"mode": "train", "epoch": 66, "iter": 1400, "lr": 0.01496, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88312, "top5_acc": 0.98125, "loss_cls": 1.43883, "loss": 1.43883, "time": 0.23377} {"mode": "train", "epoch": 66, "iter": 1500, "lr": 0.01495, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.895, "top5_acc": 0.98625, "loss_cls": 1.37114, "loss": 1.37114, "time": 0.23349} {"mode": "train", "epoch": 66, "iter": 1600, "lr": 0.01494, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88812, "top5_acc": 0.98688, "loss_cls": 1.4011, "loss": 1.4011, "time": 0.234} {"mode": "train", "epoch": 66, "iter": 1700, "lr": 0.01493, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87188, "top5_acc": 0.98375, "loss_cls": 1.47053, "loss": 1.47053, "time": 0.23369} {"mode": "train", "epoch": 66, "iter": 1800, "lr": 0.01491, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86938, "top5_acc": 0.985, "loss_cls": 1.46753, "loss": 1.46753, "time": 0.23411} {"mode": "train", "epoch": 66, "iter": 1900, "lr": 0.0149, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86875, "top5_acc": 0.97875, "loss_cls": 1.49826, "loss": 1.49826, "time": 0.23456} {"mode": "train", "epoch": 66, "iter": 2000, "lr": 0.01489, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8775, "top5_acc": 0.985, "loss_cls": 1.43169, "loss": 1.43169, "time": 0.23401} {"mode": "train", "epoch": 66, "iter": 2100, "lr": 0.01488, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87812, "top5_acc": 0.9825, "loss_cls": 1.43554, "loss": 1.43554, "time": 0.2346} {"mode": "train", "epoch": 66, "iter": 2200, "lr": 0.01487, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.89938, "top5_acc": 0.99125, "loss_cls": 1.33641, "loss": 1.33641, "time": 0.23461} {"mode": "train", "epoch": 66, "iter": 2300, "lr": 0.01486, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8725, "top5_acc": 0.9875, "loss_cls": 1.46895, "loss": 1.46895, "time": 0.23362} {"mode": "train", "epoch": 66, "iter": 2400, "lr": 0.01485, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.8775, "top5_acc": 0.98312, "loss_cls": 1.42213, "loss": 1.42213, "time": 0.23419} {"mode": "train", "epoch": 66, "iter": 2500, "lr": 0.01484, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86, "top5_acc": 0.98438, "loss_cls": 1.47546, "loss": 1.47546, "time": 0.2344} {"mode": "val", "epoch": 66, "iter": 1031, "lr": 0.01484, "top1_acc": 0.82762, "top5_acc": 0.97586} {"mode": "train", "epoch": 67, "iter": 100, "lr": 0.01483, "memory": 6499, "data_time": 0.18161, "top1_acc": 0.88688, "top5_acc": 0.98375, "loss_cls": 1.41201, "loss": 1.41201, "time": 0.4155} {"mode": "train", "epoch": 67, "iter": 200, "lr": 0.01482, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88188, "top5_acc": 0.985, "loss_cls": 1.41462, "loss": 1.41462, "time": 0.23411} {"mode": "train", "epoch": 67, "iter": 300, "lr": 0.01481, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89125, "top5_acc": 0.99062, "loss_cls": 1.36199, "loss": 1.36199, "time": 0.23424} {"mode": "train", "epoch": 67, "iter": 400, "lr": 0.0148, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.875, "top5_acc": 0.98688, "loss_cls": 1.42521, "loss": 1.42521, "time": 0.23424} {"mode": "train", "epoch": 67, "iter": 500, "lr": 0.01479, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88688, "top5_acc": 0.99312, "loss_cls": 1.38541, "loss": 1.38541, "time": 0.23389} {"mode": "train", "epoch": 67, "iter": 600, "lr": 0.01478, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87125, "top5_acc": 0.9875, "loss_cls": 1.44194, "loss": 1.44194, "time": 0.23397} {"mode": "train", "epoch": 67, "iter": 700, "lr": 0.01477, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87188, "top5_acc": 0.98438, "loss_cls": 1.43326, "loss": 1.43326, "time": 0.23455} {"mode": "train", "epoch": 67, "iter": 800, "lr": 0.01476, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.87625, "top5_acc": 0.98312, "loss_cls": 1.46038, "loss": 1.46038, "time": 0.23493} {"mode": "train", "epoch": 67, "iter": 900, "lr": 0.01475, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.89062, "top5_acc": 0.98625, "loss_cls": 1.37217, "loss": 1.37217, "time": 0.23458} {"mode": "train", "epoch": 67, "iter": 1000, "lr": 0.01474, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88562, "top5_acc": 0.98875, "loss_cls": 1.39201, "loss": 1.39201, "time": 0.23384} {"mode": "train", "epoch": 67, "iter": 1100, "lr": 0.01473, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8825, "top5_acc": 0.9825, "loss_cls": 1.40619, "loss": 1.40619, "time": 0.2342} {"mode": "train", "epoch": 67, "iter": 1200, "lr": 0.01472, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88875, "top5_acc": 0.99062, "loss_cls": 1.36421, "loss": 1.36421, "time": 0.23409} {"mode": "train", "epoch": 67, "iter": 1300, "lr": 0.01471, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.8775, "top5_acc": 0.98688, "loss_cls": 1.43052, "loss": 1.43052, "time": 0.23366} {"mode": "train", "epoch": 67, "iter": 1400, "lr": 0.0147, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.8725, "top5_acc": 0.98125, "loss_cls": 1.45395, "loss": 1.45395, "time": 0.2336} {"mode": "train", "epoch": 67, "iter": 1500, "lr": 0.01469, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86, "top5_acc": 0.98312, "loss_cls": 1.51453, "loss": 1.51453, "time": 0.23471} {"mode": "train", "epoch": 67, "iter": 1600, "lr": 0.01468, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8775, "top5_acc": 0.98125, "loss_cls": 1.4693, "loss": 1.4693, "time": 0.23445} {"mode": "train", "epoch": 67, "iter": 1700, "lr": 0.01467, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87938, "top5_acc": 0.9875, "loss_cls": 1.38502, "loss": 1.38502, "time": 0.23424} {"mode": "train", "epoch": 67, "iter": 1800, "lr": 0.01466, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88, "top5_acc": 0.98812, "loss_cls": 1.42778, "loss": 1.42778, "time": 0.23499} {"mode": "train", "epoch": 67, "iter": 1900, "lr": 0.01465, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87688, "top5_acc": 0.98625, "loss_cls": 1.44466, "loss": 1.44466, "time": 0.23375} {"mode": "train", "epoch": 67, "iter": 2000, "lr": 0.01464, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88062, "top5_acc": 0.98875, "loss_cls": 1.42353, "loss": 1.42353, "time": 0.23381} {"mode": "train", "epoch": 67, "iter": 2100, "lr": 0.01463, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.885, "top5_acc": 0.98812, "loss_cls": 1.40546, "loss": 1.40546, "time": 0.23356} {"mode": "train", "epoch": 67, "iter": 2200, "lr": 0.01462, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.88938, "top5_acc": 0.9925, "loss_cls": 1.37242, "loss": 1.37242, "time": 0.23379} {"mode": "train", "epoch": 67, "iter": 2300, "lr": 0.01461, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87625, "top5_acc": 0.9925, "loss_cls": 1.39581, "loss": 1.39581, "time": 0.23445} {"mode": "train", "epoch": 67, "iter": 2400, "lr": 0.0146, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.885, "top5_acc": 0.98438, "loss_cls": 1.41516, "loss": 1.41516, "time": 0.23426} {"mode": "train", "epoch": 67, "iter": 2500, "lr": 0.01459, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87812, "top5_acc": 0.98375, "loss_cls": 1.4405, "loss": 1.4405, "time": 0.23397} {"mode": "val", "epoch": 67, "iter": 1031, "lr": 0.01458, "top1_acc": 0.81634, "top5_acc": 0.97319} {"mode": "train", "epoch": 68, "iter": 100, "lr": 0.01457, "memory": 6499, "data_time": 0.18089, "top1_acc": 0.89312, "top5_acc": 0.98812, "loss_cls": 1.35004, "loss": 1.35004, "time": 0.41398} {"mode": "train", "epoch": 68, "iter": 200, "lr": 0.01456, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88, "top5_acc": 0.98625, "loss_cls": 1.40881, "loss": 1.40881, "time": 0.23364} {"mode": "train", "epoch": 68, "iter": 300, "lr": 0.01455, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88688, "top5_acc": 0.98812, "loss_cls": 1.37433, "loss": 1.37433, "time": 0.2334} {"mode": "train", "epoch": 68, "iter": 400, "lr": 0.01454, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.86688, "top5_acc": 0.97812, "loss_cls": 1.49676, "loss": 1.49676, "time": 0.23313} {"mode": "train", "epoch": 68, "iter": 500, "lr": 0.01453, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.885, "top5_acc": 0.98312, "loss_cls": 1.38529, "loss": 1.38529, "time": 0.23364} {"mode": "train", "epoch": 68, "iter": 600, "lr": 0.01452, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88062, "top5_acc": 0.98688, "loss_cls": 1.42788, "loss": 1.42788, "time": 0.23324} {"mode": "train", "epoch": 68, "iter": 700, "lr": 0.01451, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88812, "top5_acc": 0.985, "loss_cls": 1.38242, "loss": 1.38242, "time": 0.23293} {"mode": "train", "epoch": 68, "iter": 800, "lr": 0.0145, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8975, "top5_acc": 0.98938, "loss_cls": 1.36629, "loss": 1.36629, "time": 0.23386} {"mode": "train", "epoch": 68, "iter": 900, "lr": 0.01449, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87188, "top5_acc": 0.98688, "loss_cls": 1.43671, "loss": 1.43671, "time": 0.23342} {"mode": "train", "epoch": 68, "iter": 1000, "lr": 0.01448, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89125, "top5_acc": 0.98938, "loss_cls": 1.38334, "loss": 1.38334, "time": 0.23302} {"mode": "train", "epoch": 68, "iter": 1100, "lr": 0.01447, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.88, "top5_acc": 0.9825, "loss_cls": 1.41973, "loss": 1.41973, "time": 0.23336} {"mode": "train", "epoch": 68, "iter": 1200, "lr": 0.01446, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8825, "top5_acc": 0.98688, "loss_cls": 1.40415, "loss": 1.40415, "time": 0.23317} {"mode": "train", "epoch": 68, "iter": 1300, "lr": 0.01445, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8675, "top5_acc": 0.98312, "loss_cls": 1.49592, "loss": 1.49592, "time": 0.2325} {"mode": "train", "epoch": 68, "iter": 1400, "lr": 0.01444, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87812, "top5_acc": 0.9825, "loss_cls": 1.4478, "loss": 1.4478, "time": 0.23353} {"mode": "train", "epoch": 68, "iter": 1500, "lr": 0.01443, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89875, "top5_acc": 0.98688, "loss_cls": 1.37349, "loss": 1.37349, "time": 0.23269} {"mode": "train", "epoch": 68, "iter": 1600, "lr": 0.01442, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88312, "top5_acc": 0.98625, "loss_cls": 1.39999, "loss": 1.39999, "time": 0.23357} {"mode": "train", "epoch": 68, "iter": 1700, "lr": 0.01441, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87875, "top5_acc": 0.98375, "loss_cls": 1.41532, "loss": 1.41532, "time": 0.23321} {"mode": "train", "epoch": 68, "iter": 1800, "lr": 0.0144, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87875, "top5_acc": 0.98375, "loss_cls": 1.44502, "loss": 1.44502, "time": 0.23261} {"mode": "train", "epoch": 68, "iter": 1900, "lr": 0.01439, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87312, "top5_acc": 0.98375, "loss_cls": 1.44268, "loss": 1.44268, "time": 0.23372} {"mode": "train", "epoch": 68, "iter": 2000, "lr": 0.01438, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.885, "top5_acc": 0.98562, "loss_cls": 1.40726, "loss": 1.40726, "time": 0.2329} {"mode": "train", "epoch": 68, "iter": 2100, "lr": 0.01437, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87312, "top5_acc": 0.98562, "loss_cls": 1.4433, "loss": 1.4433, "time": 0.23273} {"mode": "train", "epoch": 68, "iter": 2200, "lr": 0.01436, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.88438, "top5_acc": 0.99, "loss_cls": 1.40196, "loss": 1.40196, "time": 0.23364} {"mode": "train", "epoch": 68, "iter": 2300, "lr": 0.01435, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88688, "top5_acc": 0.98688, "loss_cls": 1.37833, "loss": 1.37833, "time": 0.23311} {"mode": "train", "epoch": 68, "iter": 2400, "lr": 0.01434, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89688, "top5_acc": 0.98625, "loss_cls": 1.35825, "loss": 1.35825, "time": 0.23339} {"mode": "train", "epoch": 68, "iter": 2500, "lr": 0.01433, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87938, "top5_acc": 0.98688, "loss_cls": 1.45299, "loss": 1.45299, "time": 0.23248} {"mode": "val", "epoch": 68, "iter": 1031, "lr": 0.01433, "top1_acc": 0.83745, "top5_acc": 0.97434} {"mode": "train", "epoch": 69, "iter": 100, "lr": 0.01432, "memory": 6499, "data_time": 0.1815, "top1_acc": 0.89438, "top5_acc": 0.98312, "loss_cls": 1.3737, "loss": 1.3737, "time": 0.41601} {"mode": "train", "epoch": 69, "iter": 200, "lr": 0.01431, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.89312, "top5_acc": 0.985, "loss_cls": 1.36202, "loss": 1.36202, "time": 0.23366} {"mode": "train", "epoch": 69, "iter": 300, "lr": 0.0143, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8825, "top5_acc": 0.98312, "loss_cls": 1.44537, "loss": 1.44537, "time": 0.23425} {"mode": "train", "epoch": 69, "iter": 400, "lr": 0.01428, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87562, "top5_acc": 0.98562, "loss_cls": 1.43514, "loss": 1.43514, "time": 0.23418} {"mode": "train", "epoch": 69, "iter": 500, "lr": 0.01427, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88312, "top5_acc": 0.98188, "loss_cls": 1.42512, "loss": 1.42512, "time": 0.23389} {"mode": "train", "epoch": 69, "iter": 600, "lr": 0.01426, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88438, "top5_acc": 0.98562, "loss_cls": 1.42609, "loss": 1.42609, "time": 0.23317} {"mode": "train", "epoch": 69, "iter": 700, "lr": 0.01425, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89125, "top5_acc": 0.98625, "loss_cls": 1.35133, "loss": 1.35133, "time": 0.23318} {"mode": "train", "epoch": 69, "iter": 800, "lr": 0.01424, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.89312, "top5_acc": 0.98938, "loss_cls": 1.37122, "loss": 1.37122, "time": 0.23487} {"mode": "train", "epoch": 69, "iter": 900, "lr": 0.01423, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90438, "top5_acc": 0.98812, "loss_cls": 1.30697, "loss": 1.30697, "time": 0.23385} {"mode": "train", "epoch": 69, "iter": 1000, "lr": 0.01422, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.895, "top5_acc": 0.98688, "loss_cls": 1.33305, "loss": 1.33305, "time": 0.23325} {"mode": "train", "epoch": 69, "iter": 1100, "lr": 0.01421, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89, "top5_acc": 0.98875, "loss_cls": 1.37216, "loss": 1.37216, "time": 0.23349} {"mode": "train", "epoch": 69, "iter": 1200, "lr": 0.0142, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87938, "top5_acc": 0.98812, "loss_cls": 1.41702, "loss": 1.41702, "time": 0.23403} {"mode": "train", "epoch": 69, "iter": 1300, "lr": 0.01419, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8975, "top5_acc": 0.98562, "loss_cls": 1.34209, "loss": 1.34209, "time": 0.23439} {"mode": "train", "epoch": 69, "iter": 1400, "lr": 0.01418, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.88875, "top5_acc": 0.98625, "loss_cls": 1.37577, "loss": 1.37577, "time": 0.23573} {"mode": "train", "epoch": 69, "iter": 1500, "lr": 0.01417, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89438, "top5_acc": 0.98812, "loss_cls": 1.37272, "loss": 1.37272, "time": 0.23413} {"mode": "train", "epoch": 69, "iter": 1600, "lr": 0.01416, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87938, "top5_acc": 0.98625, "loss_cls": 1.42372, "loss": 1.42372, "time": 0.23328} {"mode": "train", "epoch": 69, "iter": 1700, "lr": 0.01415, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90438, "top5_acc": 0.9875, "loss_cls": 1.32126, "loss": 1.32126, "time": 0.23366} {"mode": "train", "epoch": 69, "iter": 1800, "lr": 0.01414, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87625, "top5_acc": 0.98625, "loss_cls": 1.44577, "loss": 1.44577, "time": 0.23366} {"mode": "train", "epoch": 69, "iter": 1900, "lr": 0.01413, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87188, "top5_acc": 0.98625, "loss_cls": 1.46977, "loss": 1.46977, "time": 0.23451} {"mode": "train", "epoch": 69, "iter": 2000, "lr": 0.01412, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87375, "top5_acc": 0.98562, "loss_cls": 1.44855, "loss": 1.44855, "time": 0.23397} {"mode": "train", "epoch": 69, "iter": 2100, "lr": 0.01411, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88312, "top5_acc": 0.98625, "loss_cls": 1.42925, "loss": 1.42925, "time": 0.23349} {"mode": "train", "epoch": 69, "iter": 2200, "lr": 0.0141, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.89, "top5_acc": 0.98312, "loss_cls": 1.43273, "loss": 1.43273, "time": 0.23395} {"mode": "train", "epoch": 69, "iter": 2300, "lr": 0.01409, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88312, "top5_acc": 0.99, "loss_cls": 1.39359, "loss": 1.39359, "time": 0.23376} {"mode": "train", "epoch": 69, "iter": 2400, "lr": 0.01408, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.885, "top5_acc": 0.98875, "loss_cls": 1.38309, "loss": 1.38309, "time": 0.23352} {"mode": "train", "epoch": 69, "iter": 2500, "lr": 0.01407, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.8775, "top5_acc": 0.985, "loss_cls": 1.44608, "loss": 1.44608, "time": 0.23452} {"mode": "val", "epoch": 69, "iter": 1031, "lr": 0.01407, "top1_acc": 0.83023, "top5_acc": 0.97368} {"mode": "train", "epoch": 70, "iter": 100, "lr": 0.01406, "memory": 6499, "data_time": 0.18477, "top1_acc": 0.90688, "top5_acc": 0.98938, "loss_cls": 1.32142, "loss": 1.32142, "time": 0.41996} {"mode": "train", "epoch": 70, "iter": 200, "lr": 0.01405, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90375, "top5_acc": 0.98688, "loss_cls": 1.30167, "loss": 1.30167, "time": 0.23445} {"mode": "train", "epoch": 70, "iter": 300, "lr": 0.01404, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90375, "top5_acc": 0.98812, "loss_cls": 1.32583, "loss": 1.32583, "time": 0.23492} {"mode": "train", "epoch": 70, "iter": 400, "lr": 0.01403, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9075, "top5_acc": 0.98688, "loss_cls": 1.31531, "loss": 1.31531, "time": 0.23445} {"mode": "train", "epoch": 70, "iter": 500, "lr": 0.01401, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88438, "top5_acc": 0.98062, "loss_cls": 1.40601, "loss": 1.40601, "time": 0.23445} {"mode": "train", "epoch": 70, "iter": 600, "lr": 0.014, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89125, "top5_acc": 0.9875, "loss_cls": 1.38334, "loss": 1.38334, "time": 0.23424} {"mode": "train", "epoch": 70, "iter": 700, "lr": 0.01399, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.89375, "top5_acc": 0.99, "loss_cls": 1.34676, "loss": 1.34676, "time": 0.23402} {"mode": "train", "epoch": 70, "iter": 800, "lr": 0.01398, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87188, "top5_acc": 0.98188, "loss_cls": 1.43767, "loss": 1.43767, "time": 0.23431} {"mode": "train", "epoch": 70, "iter": 900, "lr": 0.01397, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88062, "top5_acc": 0.98812, "loss_cls": 1.41244, "loss": 1.41244, "time": 0.23418} {"mode": "train", "epoch": 70, "iter": 1000, "lr": 0.01396, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88312, "top5_acc": 0.98312, "loss_cls": 1.39014, "loss": 1.39014, "time": 0.23429} {"mode": "train", "epoch": 70, "iter": 1100, "lr": 0.01395, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9125, "top5_acc": 0.9925, "loss_cls": 1.29434, "loss": 1.29434, "time": 0.23378} {"mode": "train", "epoch": 70, "iter": 1200, "lr": 0.01394, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.87188, "top5_acc": 0.98812, "loss_cls": 1.44397, "loss": 1.44397, "time": 0.23409} {"mode": "train", "epoch": 70, "iter": 1300, "lr": 0.01393, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.88125, "top5_acc": 0.99062, "loss_cls": 1.41707, "loss": 1.41707, "time": 0.23382} {"mode": "train", "epoch": 70, "iter": 1400, "lr": 0.01392, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88812, "top5_acc": 0.98938, "loss_cls": 1.37582, "loss": 1.37582, "time": 0.23358} {"mode": "train", "epoch": 70, "iter": 1500, "lr": 0.01391, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88125, "top5_acc": 0.98688, "loss_cls": 1.4, "loss": 1.4, "time": 0.2335} {"mode": "train", "epoch": 70, "iter": 1600, "lr": 0.0139, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.8775, "top5_acc": 0.9875, "loss_cls": 1.40846, "loss": 1.40846, "time": 0.23421} {"mode": "train", "epoch": 70, "iter": 1700, "lr": 0.01389, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.88375, "top5_acc": 0.98875, "loss_cls": 1.40483, "loss": 1.40483, "time": 0.23395} {"mode": "train", "epoch": 70, "iter": 1800, "lr": 0.01388, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.87312, "top5_acc": 0.99, "loss_cls": 1.42187, "loss": 1.42187, "time": 0.23478} {"mode": "train", "epoch": 70, "iter": 1900, "lr": 0.01387, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91062, "top5_acc": 0.985, "loss_cls": 1.30553, "loss": 1.30553, "time": 0.23414} {"mode": "train", "epoch": 70, "iter": 2000, "lr": 0.01386, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89, "top5_acc": 0.9875, "loss_cls": 1.37959, "loss": 1.37959, "time": 0.23373} {"mode": "train", "epoch": 70, "iter": 2100, "lr": 0.01385, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.8975, "top5_acc": 0.98625, "loss_cls": 1.34481, "loss": 1.34481, "time": 0.23316} {"mode": "train", "epoch": 70, "iter": 2200, "lr": 0.01384, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88938, "top5_acc": 0.98625, "loss_cls": 1.39876, "loss": 1.39876, "time": 0.23358} {"mode": "train", "epoch": 70, "iter": 2300, "lr": 0.01383, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88375, "top5_acc": 0.98625, "loss_cls": 1.40747, "loss": 1.40747, "time": 0.23452} {"mode": "train", "epoch": 70, "iter": 2400, "lr": 0.01382, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87938, "top5_acc": 0.98375, "loss_cls": 1.43788, "loss": 1.43788, "time": 0.23413} {"mode": "train", "epoch": 70, "iter": 2500, "lr": 0.01381, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87312, "top5_acc": 0.98562, "loss_cls": 1.4154, "loss": 1.4154, "time": 0.23345} {"mode": "val", "epoch": 70, "iter": 1031, "lr": 0.01381, "top1_acc": 0.84576, "top5_acc": 0.9778} {"mode": "train", "epoch": 71, "iter": 100, "lr": 0.0138, "memory": 6499, "data_time": 0.18748, "top1_acc": 0.91125, "top5_acc": 0.99312, "loss_cls": 1.29047, "loss": 1.29047, "time": 0.42179} {"mode": "train", "epoch": 71, "iter": 200, "lr": 0.01379, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90188, "top5_acc": 0.98875, "loss_cls": 1.32549, "loss": 1.32549, "time": 0.23555} {"mode": "train", "epoch": 71, "iter": 300, "lr": 0.01378, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88125, "top5_acc": 0.9875, "loss_cls": 1.40974, "loss": 1.40974, "time": 0.23454} {"mode": "train", "epoch": 71, "iter": 400, "lr": 0.01377, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88688, "top5_acc": 0.98812, "loss_cls": 1.37058, "loss": 1.37058, "time": 0.23545} {"mode": "train", "epoch": 71, "iter": 500, "lr": 0.01375, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89438, "top5_acc": 0.98562, "loss_cls": 1.35146, "loss": 1.35146, "time": 0.23457} {"mode": "train", "epoch": 71, "iter": 600, "lr": 0.01374, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89812, "top5_acc": 0.98625, "loss_cls": 1.35935, "loss": 1.35935, "time": 0.23419} {"mode": "train", "epoch": 71, "iter": 700, "lr": 0.01373, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88375, "top5_acc": 0.99312, "loss_cls": 1.40202, "loss": 1.40202, "time": 0.23476} {"mode": "train", "epoch": 71, "iter": 800, "lr": 0.01372, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88312, "top5_acc": 0.98812, "loss_cls": 1.39282, "loss": 1.39282, "time": 0.23457} {"mode": "train", "epoch": 71, "iter": 900, "lr": 0.01371, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.88125, "top5_acc": 0.985, "loss_cls": 1.42144, "loss": 1.42144, "time": 0.23488} {"mode": "train", "epoch": 71, "iter": 1000, "lr": 0.0137, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.88, "top5_acc": 0.98625, "loss_cls": 1.41088, "loss": 1.41088, "time": 0.23456} {"mode": "train", "epoch": 71, "iter": 1100, "lr": 0.01369, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86688, "top5_acc": 0.98312, "loss_cls": 1.48098, "loss": 1.48098, "time": 0.2341} {"mode": "train", "epoch": 71, "iter": 1200, "lr": 0.01368, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88812, "top5_acc": 0.99062, "loss_cls": 1.37678, "loss": 1.37678, "time": 0.23474} {"mode": "train", "epoch": 71, "iter": 1300, "lr": 0.01367, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86438, "top5_acc": 0.98438, "loss_cls": 1.48044, "loss": 1.48044, "time": 0.2341} {"mode": "train", "epoch": 71, "iter": 1400, "lr": 0.01366, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86938, "top5_acc": 0.98375, "loss_cls": 1.46783, "loss": 1.46783, "time": 0.23449} {"mode": "train", "epoch": 71, "iter": 1500, "lr": 0.01365, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88312, "top5_acc": 0.98625, "loss_cls": 1.39283, "loss": 1.39283, "time": 0.2346} {"mode": "train", "epoch": 71, "iter": 1600, "lr": 0.01364, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8775, "top5_acc": 0.9825, "loss_cls": 1.42716, "loss": 1.42716, "time": 0.23552} {"mode": "train", "epoch": 71, "iter": 1700, "lr": 0.01363, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88312, "top5_acc": 0.99125, "loss_cls": 1.40439, "loss": 1.40439, "time": 0.2349} {"mode": "train", "epoch": 71, "iter": 1800, "lr": 0.01362, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.88312, "top5_acc": 0.98125, "loss_cls": 1.44113, "loss": 1.44113, "time": 0.23523} {"mode": "train", "epoch": 71, "iter": 1900, "lr": 0.01361, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88438, "top5_acc": 0.98438, "loss_cls": 1.40638, "loss": 1.40638, "time": 0.23447} {"mode": "train", "epoch": 71, "iter": 2000, "lr": 0.0136, "memory": 6499, "data_time": 0.00052, "top1_acc": 0.88562, "top5_acc": 0.98812, "loss_cls": 1.40517, "loss": 1.40517, "time": 0.23444} {"mode": "train", "epoch": 71, "iter": 2100, "lr": 0.01359, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.87188, "top5_acc": 0.98062, "loss_cls": 1.4487, "loss": 1.4487, "time": 0.23514} {"mode": "train", "epoch": 71, "iter": 2200, "lr": 0.01358, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8925, "top5_acc": 0.98938, "loss_cls": 1.35286, "loss": 1.35286, "time": 0.23395} {"mode": "train", "epoch": 71, "iter": 2300, "lr": 0.01357, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87875, "top5_acc": 0.98938, "loss_cls": 1.42155, "loss": 1.42155, "time": 0.23447} {"mode": "train", "epoch": 71, "iter": 2400, "lr": 0.01356, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88375, "top5_acc": 0.98812, "loss_cls": 1.38422, "loss": 1.38422, "time": 0.2348} {"mode": "train", "epoch": 71, "iter": 2500, "lr": 0.01355, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88812, "top5_acc": 0.98562, "loss_cls": 1.36749, "loss": 1.36749, "time": 0.23387} {"mode": "val", "epoch": 71, "iter": 1031, "lr": 0.01355, "top1_acc": 0.84345, "top5_acc": 0.97701} {"mode": "train", "epoch": 72, "iter": 100, "lr": 0.01354, "memory": 6499, "data_time": 0.18605, "top1_acc": 0.9125, "top5_acc": 0.99125, "loss_cls": 1.30556, "loss": 1.30556, "time": 0.41921} {"mode": "train", "epoch": 72, "iter": 200, "lr": 0.01353, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89938, "top5_acc": 0.99125, "loss_cls": 1.32848, "loss": 1.32848, "time": 0.23288} {"mode": "train", "epoch": 72, "iter": 300, "lr": 0.01351, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89938, "top5_acc": 0.98938, "loss_cls": 1.31594, "loss": 1.31594, "time": 0.23288} {"mode": "train", "epoch": 72, "iter": 400, "lr": 0.0135, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.895, "top5_acc": 0.99062, "loss_cls": 1.35127, "loss": 1.35127, "time": 0.23337} {"mode": "train", "epoch": 72, "iter": 500, "lr": 0.01349, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.90938, "top5_acc": 0.99125, "loss_cls": 1.30315, "loss": 1.30315, "time": 0.23277} {"mode": "train", "epoch": 72, "iter": 600, "lr": 0.01348, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.885, "top5_acc": 0.99, "loss_cls": 1.36804, "loss": 1.36804, "time": 0.23395} {"mode": "train", "epoch": 72, "iter": 700, "lr": 0.01347, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89438, "top5_acc": 0.98688, "loss_cls": 1.34833, "loss": 1.34833, "time": 0.23254} {"mode": "train", "epoch": 72, "iter": 800, "lr": 0.01346, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88375, "top5_acc": 0.98438, "loss_cls": 1.43018, "loss": 1.43018, "time": 0.234} {"mode": "train", "epoch": 72, "iter": 900, "lr": 0.01345, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88812, "top5_acc": 0.99125, "loss_cls": 1.3537, "loss": 1.3537, "time": 0.23351} {"mode": "train", "epoch": 72, "iter": 1000, "lr": 0.01344, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89125, "top5_acc": 0.98562, "loss_cls": 1.34669, "loss": 1.34669, "time": 0.23315} {"mode": "train", "epoch": 72, "iter": 1100, "lr": 0.01343, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8975, "top5_acc": 0.98438, "loss_cls": 1.35091, "loss": 1.35091, "time": 0.23329} {"mode": "train", "epoch": 72, "iter": 1200, "lr": 0.01342, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.87688, "top5_acc": 0.9875, "loss_cls": 1.42219, "loss": 1.42219, "time": 0.23558} {"mode": "train", "epoch": 72, "iter": 1300, "lr": 0.01341, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87562, "top5_acc": 0.98312, "loss_cls": 1.43546, "loss": 1.43546, "time": 0.23496} {"mode": "train", "epoch": 72, "iter": 1400, "lr": 0.0134, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8975, "top5_acc": 0.98625, "loss_cls": 1.33398, "loss": 1.33398, "time": 0.23374} {"mode": "train", "epoch": 72, "iter": 1500, "lr": 0.01339, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87062, "top5_acc": 0.9825, "loss_cls": 1.46406, "loss": 1.46406, "time": 0.23352} {"mode": "train", "epoch": 72, "iter": 1600, "lr": 0.01338, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88375, "top5_acc": 0.9825, "loss_cls": 1.39059, "loss": 1.39059, "time": 0.23355} {"mode": "train", "epoch": 72, "iter": 1700, "lr": 0.01337, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89, "top5_acc": 0.99312, "loss_cls": 1.35028, "loss": 1.35028, "time": 0.23357} {"mode": "train", "epoch": 72, "iter": 1800, "lr": 0.01336, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.87562, "top5_acc": 0.985, "loss_cls": 1.44944, "loss": 1.44944, "time": 0.23362} {"mode": "train", "epoch": 72, "iter": 1900, "lr": 0.01335, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8925, "top5_acc": 0.985, "loss_cls": 1.39571, "loss": 1.39571, "time": 0.2327} {"mode": "train", "epoch": 72, "iter": 2000, "lr": 0.01334, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.8825, "top5_acc": 0.9875, "loss_cls": 1.42034, "loss": 1.42034, "time": 0.23359} {"mode": "train", "epoch": 72, "iter": 2100, "lr": 0.01333, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8925, "top5_acc": 0.98312, "loss_cls": 1.36806, "loss": 1.36806, "time": 0.23361} {"mode": "train", "epoch": 72, "iter": 2200, "lr": 0.01332, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.8925, "top5_acc": 0.9875, "loss_cls": 1.35403, "loss": 1.35403, "time": 0.23449} {"mode": "train", "epoch": 72, "iter": 2300, "lr": 0.01331, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.86188, "top5_acc": 0.97938, "loss_cls": 1.49126, "loss": 1.49126, "time": 0.23313} {"mode": "train", "epoch": 72, "iter": 2400, "lr": 0.0133, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88, "top5_acc": 0.98688, "loss_cls": 1.40303, "loss": 1.40303, "time": 0.23394} {"mode": "train", "epoch": 72, "iter": 2500, "lr": 0.01329, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8875, "top5_acc": 0.98875, "loss_cls": 1.38409, "loss": 1.38409, "time": 0.23371} {"mode": "val", "epoch": 72, "iter": 1031, "lr": 0.01328, "top1_acc": 0.84746, "top5_acc": 0.97562} {"mode": "train", "epoch": 73, "iter": 100, "lr": 0.01327, "memory": 6499, "data_time": 0.17987, "top1_acc": 0.89188, "top5_acc": 0.98812, "loss_cls": 1.37152, "loss": 1.37152, "time": 0.41321} {"mode": "train", "epoch": 73, "iter": 200, "lr": 0.01326, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90188, "top5_acc": 0.99062, "loss_cls": 1.31133, "loss": 1.31133, "time": 0.23317} {"mode": "train", "epoch": 73, "iter": 300, "lr": 0.01325, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91375, "top5_acc": 0.99, "loss_cls": 1.29024, "loss": 1.29024, "time": 0.23335} {"mode": "train", "epoch": 73, "iter": 400, "lr": 0.01324, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.905, "top5_acc": 0.99062, "loss_cls": 1.32615, "loss": 1.32615, "time": 0.23274} {"mode": "train", "epoch": 73, "iter": 500, "lr": 0.01323, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9075, "top5_acc": 0.98562, "loss_cls": 1.31198, "loss": 1.31198, "time": 0.23335} {"mode": "train", "epoch": 73, "iter": 600, "lr": 0.01322, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.905, "top5_acc": 0.99, "loss_cls": 1.32192, "loss": 1.32192, "time": 0.2336} {"mode": "train", "epoch": 73, "iter": 700, "lr": 0.01321, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89688, "top5_acc": 0.99438, "loss_cls": 1.30853, "loss": 1.30853, "time": 0.23476} {"mode": "train", "epoch": 73, "iter": 800, "lr": 0.0132, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88062, "top5_acc": 0.98125, "loss_cls": 1.41528, "loss": 1.41528, "time": 0.23325} {"mode": "train", "epoch": 73, "iter": 900, "lr": 0.01319, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87625, "top5_acc": 0.98562, "loss_cls": 1.40955, "loss": 1.40955, "time": 0.23357} {"mode": "train", "epoch": 73, "iter": 1000, "lr": 0.01318, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88312, "top5_acc": 0.98875, "loss_cls": 1.3761, "loss": 1.3761, "time": 0.23406} {"mode": "train", "epoch": 73, "iter": 1100, "lr": 0.01317, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89062, "top5_acc": 0.98812, "loss_cls": 1.3705, "loss": 1.3705, "time": 0.23323} {"mode": "train", "epoch": 73, "iter": 1200, "lr": 0.01316, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89625, "top5_acc": 0.98188, "loss_cls": 1.36609, "loss": 1.36609, "time": 0.23418} {"mode": "train", "epoch": 73, "iter": 1300, "lr": 0.01315, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89188, "top5_acc": 0.98875, "loss_cls": 1.36718, "loss": 1.36718, "time": 0.23393} {"mode": "train", "epoch": 73, "iter": 1400, "lr": 0.01314, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88875, "top5_acc": 0.985, "loss_cls": 1.37004, "loss": 1.37004, "time": 0.23387} {"mode": "train", "epoch": 73, "iter": 1500, "lr": 0.01313, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89, "top5_acc": 0.98812, "loss_cls": 1.37593, "loss": 1.37593, "time": 0.23381} {"mode": "train", "epoch": 73, "iter": 1600, "lr": 0.01312, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89688, "top5_acc": 0.985, "loss_cls": 1.37, "loss": 1.37, "time": 0.2332} {"mode": "train", "epoch": 73, "iter": 1700, "lr": 0.01311, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87188, "top5_acc": 0.98562, "loss_cls": 1.4379, "loss": 1.4379, "time": 0.23444} {"mode": "train", "epoch": 73, "iter": 1800, "lr": 0.0131, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.895, "top5_acc": 0.98812, "loss_cls": 1.35332, "loss": 1.35332, "time": 0.23354} {"mode": "train", "epoch": 73, "iter": 1900, "lr": 0.01309, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89875, "top5_acc": 0.98938, "loss_cls": 1.35735, "loss": 1.35735, "time": 0.23356} {"mode": "train", "epoch": 73, "iter": 2000, "lr": 0.01308, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.895, "top5_acc": 0.9875, "loss_cls": 1.35247, "loss": 1.35247, "time": 0.23367} {"mode": "train", "epoch": 73, "iter": 2100, "lr": 0.01307, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88688, "top5_acc": 0.99062, "loss_cls": 1.36285, "loss": 1.36285, "time": 0.233} {"mode": "train", "epoch": 73, "iter": 2200, "lr": 0.01306, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88938, "top5_acc": 0.99375, "loss_cls": 1.3696, "loss": 1.3696, "time": 0.23283} {"mode": "train", "epoch": 73, "iter": 2300, "lr": 0.01305, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88938, "top5_acc": 0.98438, "loss_cls": 1.3816, "loss": 1.3816, "time": 0.23366} {"mode": "train", "epoch": 73, "iter": 2400, "lr": 0.01303, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.88875, "top5_acc": 0.98938, "loss_cls": 1.3599, "loss": 1.3599, "time": 0.23513} {"mode": "train", "epoch": 73, "iter": 2500, "lr": 0.01302, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.885, "top5_acc": 0.9875, "loss_cls": 1.36607, "loss": 1.36607, "time": 0.23486} {"mode": "val", "epoch": 73, "iter": 1031, "lr": 0.01302, "top1_acc": 0.84539, "top5_acc": 0.97695} {"mode": "train", "epoch": 74, "iter": 100, "lr": 0.01301, "memory": 6499, "data_time": 0.17892, "top1_acc": 0.89938, "top5_acc": 0.98938, "loss_cls": 1.34208, "loss": 1.34208, "time": 0.41291} {"mode": "train", "epoch": 74, "iter": 200, "lr": 0.013, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90125, "top5_acc": 0.99312, "loss_cls": 1.29235, "loss": 1.29235, "time": 0.23339} {"mode": "train", "epoch": 74, "iter": 300, "lr": 0.01299, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9, "top5_acc": 0.98438, "loss_cls": 1.35664, "loss": 1.35664, "time": 0.23421} {"mode": "train", "epoch": 74, "iter": 400, "lr": 0.01298, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91062, "top5_acc": 0.98562, "loss_cls": 1.28976, "loss": 1.28976, "time": 0.23293} {"mode": "train", "epoch": 74, "iter": 500, "lr": 0.01297, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.89125, "top5_acc": 0.98938, "loss_cls": 1.36881, "loss": 1.36881, "time": 0.23312} {"mode": "train", "epoch": 74, "iter": 600, "lr": 0.01296, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89188, "top5_acc": 0.98875, "loss_cls": 1.3421, "loss": 1.3421, "time": 0.23392} {"mode": "train", "epoch": 74, "iter": 700, "lr": 0.01295, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.895, "top5_acc": 0.99188, "loss_cls": 1.33902, "loss": 1.33902, "time": 0.23353} {"mode": "train", "epoch": 74, "iter": 800, "lr": 0.01294, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8925, "top5_acc": 0.98938, "loss_cls": 1.36101, "loss": 1.36101, "time": 0.23311} {"mode": "train", "epoch": 74, "iter": 900, "lr": 0.01293, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89688, "top5_acc": 0.9825, "loss_cls": 1.36337, "loss": 1.36337, "time": 0.23309} {"mode": "train", "epoch": 74, "iter": 1000, "lr": 0.01292, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.89375, "top5_acc": 0.9875, "loss_cls": 1.36391, "loss": 1.36391, "time": 0.23311} {"mode": "train", "epoch": 74, "iter": 1100, "lr": 0.01291, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.89062, "top5_acc": 0.98625, "loss_cls": 1.38643, "loss": 1.38643, "time": 0.23338} {"mode": "train", "epoch": 74, "iter": 1200, "lr": 0.0129, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91312, "top5_acc": 0.98875, "loss_cls": 1.29281, "loss": 1.29281, "time": 0.23364} {"mode": "train", "epoch": 74, "iter": 1300, "lr": 0.01289, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.90125, "top5_acc": 0.99188, "loss_cls": 1.30383, "loss": 1.30383, "time": 0.23367} {"mode": "train", "epoch": 74, "iter": 1400, "lr": 0.01288, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90062, "top5_acc": 0.9875, "loss_cls": 1.3452, "loss": 1.3452, "time": 0.23373} {"mode": "train", "epoch": 74, "iter": 1500, "lr": 0.01287, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89562, "top5_acc": 0.9875, "loss_cls": 1.33322, "loss": 1.33322, "time": 0.23487} {"mode": "train", "epoch": 74, "iter": 1600, "lr": 0.01286, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89562, "top5_acc": 0.98938, "loss_cls": 1.34242, "loss": 1.34242, "time": 0.23357} {"mode": "train", "epoch": 74, "iter": 1700, "lr": 0.01285, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89938, "top5_acc": 0.9925, "loss_cls": 1.32863, "loss": 1.32863, "time": 0.23296} {"mode": "train", "epoch": 74, "iter": 1800, "lr": 0.01284, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89375, "top5_acc": 0.985, "loss_cls": 1.3708, "loss": 1.3708, "time": 0.23311} {"mode": "train", "epoch": 74, "iter": 1900, "lr": 0.01283, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.88938, "top5_acc": 0.98562, "loss_cls": 1.38339, "loss": 1.38339, "time": 0.23332} {"mode": "train", "epoch": 74, "iter": 2000, "lr": 0.01281, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88562, "top5_acc": 0.98438, "loss_cls": 1.39092, "loss": 1.39092, "time": 0.2332} {"mode": "train", "epoch": 74, "iter": 2100, "lr": 0.0128, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86938, "top5_acc": 0.97875, "loss_cls": 1.45394, "loss": 1.45394, "time": 0.23375} {"mode": "train", "epoch": 74, "iter": 2200, "lr": 0.01279, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88875, "top5_acc": 0.98375, "loss_cls": 1.38616, "loss": 1.38616, "time": 0.23406} {"mode": "train", "epoch": 74, "iter": 2300, "lr": 0.01278, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89688, "top5_acc": 0.99062, "loss_cls": 1.34484, "loss": 1.34484, "time": 0.23413} {"mode": "train", "epoch": 74, "iter": 2400, "lr": 0.01277, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86625, "top5_acc": 0.985, "loss_cls": 1.44961, "loss": 1.44961, "time": 0.23399} {"mode": "train", "epoch": 74, "iter": 2500, "lr": 0.01276, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88625, "top5_acc": 0.98812, "loss_cls": 1.37685, "loss": 1.37685, "time": 0.23323} {"mode": "val", "epoch": 74, "iter": 1031, "lr": 0.01276, "top1_acc": 0.84618, "top5_acc": 0.97798} {"mode": "train", "epoch": 75, "iter": 100, "lr": 0.01275, "memory": 6499, "data_time": 0.18287, "top1_acc": 0.91, "top5_acc": 0.9875, "loss_cls": 1.30185, "loss": 1.30185, "time": 0.41683} {"mode": "train", "epoch": 75, "iter": 200, "lr": 0.01274, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90688, "top5_acc": 0.99188, "loss_cls": 1.28745, "loss": 1.28745, "time": 0.23391} {"mode": "train", "epoch": 75, "iter": 300, "lr": 0.01273, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.88562, "top5_acc": 0.99125, "loss_cls": 1.37828, "loss": 1.37828, "time": 0.23314} {"mode": "train", "epoch": 75, "iter": 400, "lr": 0.01272, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8925, "top5_acc": 0.99188, "loss_cls": 1.37033, "loss": 1.37033, "time": 0.23267} {"mode": "train", "epoch": 75, "iter": 500, "lr": 0.01271, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89938, "top5_acc": 0.99312, "loss_cls": 1.31817, "loss": 1.31817, "time": 0.23317} {"mode": "train", "epoch": 75, "iter": 600, "lr": 0.0127, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8775, "top5_acc": 0.985, "loss_cls": 1.44156, "loss": 1.44156, "time": 0.23309} {"mode": "train", "epoch": 75, "iter": 700, "lr": 0.01269, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90062, "top5_acc": 0.98938, "loss_cls": 1.30969, "loss": 1.30969, "time": 0.23335} {"mode": "train", "epoch": 75, "iter": 800, "lr": 0.01268, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90125, "top5_acc": 0.98625, "loss_cls": 1.31228, "loss": 1.31228, "time": 0.23383} {"mode": "train", "epoch": 75, "iter": 900, "lr": 0.01267, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8925, "top5_acc": 0.99125, "loss_cls": 1.3654, "loss": 1.3654, "time": 0.23337} {"mode": "train", "epoch": 75, "iter": 1000, "lr": 0.01266, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89, "top5_acc": 0.99, "loss_cls": 1.3576, "loss": 1.3576, "time": 0.23358} {"mode": "train", "epoch": 75, "iter": 1100, "lr": 0.01265, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8975, "top5_acc": 0.98812, "loss_cls": 1.34199, "loss": 1.34199, "time": 0.23289} {"mode": "train", "epoch": 75, "iter": 1200, "lr": 0.01264, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.90312, "top5_acc": 0.99188, "loss_cls": 1.28819, "loss": 1.28819, "time": 0.23329} {"mode": "train", "epoch": 75, "iter": 1300, "lr": 0.01263, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88625, "top5_acc": 0.99, "loss_cls": 1.37857, "loss": 1.37857, "time": 0.23244} {"mode": "train", "epoch": 75, "iter": 1400, "lr": 0.01262, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89125, "top5_acc": 0.98562, "loss_cls": 1.37252, "loss": 1.37252, "time": 0.23307} {"mode": "train", "epoch": 75, "iter": 1500, "lr": 0.01261, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89188, "top5_acc": 0.99188, "loss_cls": 1.36148, "loss": 1.36148, "time": 0.23319} {"mode": "train", "epoch": 75, "iter": 1600, "lr": 0.01259, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8825, "top5_acc": 0.98562, "loss_cls": 1.37826, "loss": 1.37826, "time": 0.23441} {"mode": "train", "epoch": 75, "iter": 1700, "lr": 0.01258, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.88312, "top5_acc": 0.98438, "loss_cls": 1.39973, "loss": 1.39973, "time": 0.23456} {"mode": "train", "epoch": 75, "iter": 1800, "lr": 0.01257, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.895, "top5_acc": 0.9875, "loss_cls": 1.34936, "loss": 1.34936, "time": 0.2326} {"mode": "train", "epoch": 75, "iter": 1900, "lr": 0.01256, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.905, "top5_acc": 0.98625, "loss_cls": 1.32494, "loss": 1.32494, "time": 0.2336} {"mode": "train", "epoch": 75, "iter": 2000, "lr": 0.01255, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88312, "top5_acc": 0.98938, "loss_cls": 1.36795, "loss": 1.36795, "time": 0.23385} {"mode": "train", "epoch": 75, "iter": 2100, "lr": 0.01254, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.88938, "top5_acc": 0.99312, "loss_cls": 1.35975, "loss": 1.35975, "time": 0.23322} {"mode": "train", "epoch": 75, "iter": 2200, "lr": 0.01253, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86562, "top5_acc": 0.985, "loss_cls": 1.4412, "loss": 1.4412, "time": 0.23337} {"mode": "train", "epoch": 75, "iter": 2300, "lr": 0.01252, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87625, "top5_acc": 0.98562, "loss_cls": 1.45148, "loss": 1.45148, "time": 0.23386} {"mode": "train", "epoch": 75, "iter": 2400, "lr": 0.01251, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.88812, "top5_acc": 0.98562, "loss_cls": 1.39162, "loss": 1.39162, "time": 0.23356} {"mode": "train", "epoch": 75, "iter": 2500, "lr": 0.0125, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8975, "top5_acc": 0.98812, "loss_cls": 1.33127, "loss": 1.33127, "time": 0.23232} {"mode": "val", "epoch": 75, "iter": 1031, "lr": 0.0125, "top1_acc": 0.85789, "top5_acc": 0.97725} {"mode": "train", "epoch": 76, "iter": 100, "lr": 0.01249, "memory": 6499, "data_time": 0.18374, "top1_acc": 0.91688, "top5_acc": 0.98875, "loss_cls": 1.25842, "loss": 1.25842, "time": 0.41778} {"mode": "train", "epoch": 76, "iter": 200, "lr": 0.01248, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92062, "top5_acc": 0.99188, "loss_cls": 1.24444, "loss": 1.24444, "time": 0.23389} {"mode": "train", "epoch": 76, "iter": 300, "lr": 0.01247, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90438, "top5_acc": 0.99062, "loss_cls": 1.31323, "loss": 1.31323, "time": 0.23488} {"mode": "train", "epoch": 76, "iter": 400, "lr": 0.01246, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91312, "top5_acc": 0.99062, "loss_cls": 1.29844, "loss": 1.29844, "time": 0.2339} {"mode": "train", "epoch": 76, "iter": 500, "lr": 0.01245, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91062, "top5_acc": 0.98688, "loss_cls": 1.29474, "loss": 1.29474, "time": 0.23391} {"mode": "train", "epoch": 76, "iter": 600, "lr": 0.01244, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.905, "top5_acc": 0.98812, "loss_cls": 1.31736, "loss": 1.31736, "time": 0.23469} {"mode": "train", "epoch": 76, "iter": 700, "lr": 0.01243, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89688, "top5_acc": 0.99, "loss_cls": 1.31863, "loss": 1.31863, "time": 0.23438} {"mode": "train", "epoch": 76, "iter": 800, "lr": 0.01242, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89125, "top5_acc": 0.98938, "loss_cls": 1.35056, "loss": 1.35056, "time": 0.23315} {"mode": "train", "epoch": 76, "iter": 900, "lr": 0.01241, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88688, "top5_acc": 0.98562, "loss_cls": 1.38934, "loss": 1.38934, "time": 0.2338} {"mode": "train", "epoch": 76, "iter": 1000, "lr": 0.0124, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.875, "top5_acc": 0.98812, "loss_cls": 1.42193, "loss": 1.42193, "time": 0.23427} {"mode": "train", "epoch": 76, "iter": 1100, "lr": 0.01239, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.89625, "top5_acc": 0.99312, "loss_cls": 1.33399, "loss": 1.33399, "time": 0.23429} {"mode": "train", "epoch": 76, "iter": 1200, "lr": 0.01237, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88875, "top5_acc": 0.9825, "loss_cls": 1.39245, "loss": 1.39245, "time": 0.23299} {"mode": "train", "epoch": 76, "iter": 1300, "lr": 0.01236, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.89375, "top5_acc": 0.99062, "loss_cls": 1.36075, "loss": 1.36075, "time": 0.23319} {"mode": "train", "epoch": 76, "iter": 1400, "lr": 0.01235, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88562, "top5_acc": 0.99, "loss_cls": 1.37272, "loss": 1.37272, "time": 0.23368} {"mode": "train", "epoch": 76, "iter": 1500, "lr": 0.01234, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90562, "top5_acc": 0.99125, "loss_cls": 1.31751, "loss": 1.31751, "time": 0.23348} {"mode": "train", "epoch": 76, "iter": 1600, "lr": 0.01233, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.895, "top5_acc": 0.9875, "loss_cls": 1.36592, "loss": 1.36592, "time": 0.23382} {"mode": "train", "epoch": 76, "iter": 1700, "lr": 0.01232, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89312, "top5_acc": 0.98875, "loss_cls": 1.35213, "loss": 1.35213, "time": 0.23391} {"mode": "train", "epoch": 76, "iter": 1800, "lr": 0.01231, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88562, "top5_acc": 0.985, "loss_cls": 1.38098, "loss": 1.38098, "time": 0.23459} {"mode": "train", "epoch": 76, "iter": 1900, "lr": 0.0123, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90125, "top5_acc": 0.98875, "loss_cls": 1.32916, "loss": 1.32916, "time": 0.23374} {"mode": "train", "epoch": 76, "iter": 2000, "lr": 0.01229, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88312, "top5_acc": 0.98375, "loss_cls": 1.41434, "loss": 1.41434, "time": 0.23365} {"mode": "train", "epoch": 76, "iter": 2100, "lr": 0.01228, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.89938, "top5_acc": 0.98438, "loss_cls": 1.35564, "loss": 1.35564, "time": 0.23442} {"mode": "train", "epoch": 76, "iter": 2200, "lr": 0.01227, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.89, "top5_acc": 0.99, "loss_cls": 1.34437, "loss": 1.34437, "time": 0.23554} {"mode": "train", "epoch": 76, "iter": 2300, "lr": 0.01226, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.89625, "top5_acc": 0.98625, "loss_cls": 1.31877, "loss": 1.31877, "time": 0.2349} {"mode": "train", "epoch": 76, "iter": 2400, "lr": 0.01225, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88938, "top5_acc": 0.98562, "loss_cls": 1.385, "loss": 1.385, "time": 0.23443} {"mode": "train", "epoch": 76, "iter": 2500, "lr": 0.01224, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.885, "top5_acc": 0.98375, "loss_cls": 1.3799, "loss": 1.3799, "time": 0.23391} {"mode": "val", "epoch": 76, "iter": 1031, "lr": 0.01224, "top1_acc": 0.85607, "top5_acc": 0.97871} {"mode": "train", "epoch": 77, "iter": 100, "lr": 0.01223, "memory": 6499, "data_time": 0.18134, "top1_acc": 0.90938, "top5_acc": 0.98875, "loss_cls": 1.28872, "loss": 1.28872, "time": 0.41445} {"mode": "train", "epoch": 77, "iter": 200, "lr": 0.01222, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90312, "top5_acc": 0.98812, "loss_cls": 1.31139, "loss": 1.31139, "time": 0.23353} {"mode": "train", "epoch": 77, "iter": 300, "lr": 0.01221, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8975, "top5_acc": 0.99062, "loss_cls": 1.33108, "loss": 1.33108, "time": 0.23304} {"mode": "train", "epoch": 77, "iter": 400, "lr": 0.0122, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9125, "top5_acc": 0.98688, "loss_cls": 1.28099, "loss": 1.28099, "time": 0.23226} {"mode": "train", "epoch": 77, "iter": 500, "lr": 0.01219, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.905, "top5_acc": 0.99188, "loss_cls": 1.27424, "loss": 1.27424, "time": 0.2338} {"mode": "train", "epoch": 77, "iter": 600, "lr": 0.01218, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87812, "top5_acc": 0.98625, "loss_cls": 1.42257, "loss": 1.42257, "time": 0.23305} {"mode": "train", "epoch": 77, "iter": 700, "lr": 0.01217, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90125, "top5_acc": 0.99188, "loss_cls": 1.29661, "loss": 1.29661, "time": 0.23395} {"mode": "train", "epoch": 77, "iter": 800, "lr": 0.01215, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89938, "top5_acc": 0.99, "loss_cls": 1.33276, "loss": 1.33276, "time": 0.23346} {"mode": "train", "epoch": 77, "iter": 900, "lr": 0.01214, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.89938, "top5_acc": 0.99188, "loss_cls": 1.34329, "loss": 1.34329, "time": 0.23367} {"mode": "train", "epoch": 77, "iter": 1000, "lr": 0.01213, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88938, "top5_acc": 0.98625, "loss_cls": 1.38771, "loss": 1.38771, "time": 0.23377} {"mode": "train", "epoch": 77, "iter": 1100, "lr": 0.01212, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9025, "top5_acc": 0.99188, "loss_cls": 1.32335, "loss": 1.32335, "time": 0.23425} {"mode": "train", "epoch": 77, "iter": 1200, "lr": 0.01211, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90625, "top5_acc": 0.99062, "loss_cls": 1.29876, "loss": 1.29876, "time": 0.23309} {"mode": "train", "epoch": 77, "iter": 1300, "lr": 0.0121, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89562, "top5_acc": 0.98938, "loss_cls": 1.33679, "loss": 1.33679, "time": 0.23325} {"mode": "train", "epoch": 77, "iter": 1400, "lr": 0.01209, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89562, "top5_acc": 0.99, "loss_cls": 1.33393, "loss": 1.33393, "time": 0.2343} {"mode": "train", "epoch": 77, "iter": 1500, "lr": 0.01208, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.905, "top5_acc": 0.98812, "loss_cls": 1.31271, "loss": 1.31271, "time": 0.23437} {"mode": "train", "epoch": 77, "iter": 1600, "lr": 0.01207, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90375, "top5_acc": 0.98812, "loss_cls": 1.30741, "loss": 1.30741, "time": 0.23426} {"mode": "train", "epoch": 77, "iter": 1700, "lr": 0.01206, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88438, "top5_acc": 0.98375, "loss_cls": 1.3969, "loss": 1.3969, "time": 0.2339} {"mode": "train", "epoch": 77, "iter": 1800, "lr": 0.01205, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89625, "top5_acc": 0.98938, "loss_cls": 1.36693, "loss": 1.36693, "time": 0.23338} {"mode": "train", "epoch": 77, "iter": 1900, "lr": 0.01204, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90312, "top5_acc": 0.98625, "loss_cls": 1.34589, "loss": 1.34589, "time": 0.23315} {"mode": "train", "epoch": 77, "iter": 2000, "lr": 0.01203, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.895, "top5_acc": 0.98938, "loss_cls": 1.36553, "loss": 1.36553, "time": 0.23314} {"mode": "train", "epoch": 77, "iter": 2100, "lr": 0.01202, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89875, "top5_acc": 0.98625, "loss_cls": 1.3435, "loss": 1.3435, "time": 0.23351} {"mode": "train", "epoch": 77, "iter": 2200, "lr": 0.01201, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89, "top5_acc": 0.98625, "loss_cls": 1.37999, "loss": 1.37999, "time": 0.23402} {"mode": "train", "epoch": 77, "iter": 2300, "lr": 0.012, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8975, "top5_acc": 0.98938, "loss_cls": 1.34548, "loss": 1.34548, "time": 0.23377} {"mode": "train", "epoch": 77, "iter": 2400, "lr": 0.01199, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90312, "top5_acc": 0.98938, "loss_cls": 1.30592, "loss": 1.30592, "time": 0.23388} {"mode": "train", "epoch": 77, "iter": 2500, "lr": 0.01198, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8975, "top5_acc": 0.98688, "loss_cls": 1.32548, "loss": 1.32548, "time": 0.2337} {"mode": "val", "epoch": 77, "iter": 1031, "lr": 0.01198, "top1_acc": 0.85413, "top5_acc": 0.97926} {"mode": "train", "epoch": 78, "iter": 100, "lr": 0.01197, "memory": 6499, "data_time": 0.18396, "top1_acc": 0.91625, "top5_acc": 0.99125, "loss_cls": 1.25457, "loss": 1.25457, "time": 0.41817} {"mode": "train", "epoch": 78, "iter": 200, "lr": 0.01196, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.89062, "top5_acc": 0.99125, "loss_cls": 1.3483, "loss": 1.3483, "time": 0.23402} {"mode": "train", "epoch": 78, "iter": 300, "lr": 0.01195, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90438, "top5_acc": 0.99, "loss_cls": 1.29589, "loss": 1.29589, "time": 0.23471} {"mode": "train", "epoch": 78, "iter": 400, "lr": 0.01193, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9175, "top5_acc": 0.9925, "loss_cls": 1.26417, "loss": 1.26417, "time": 0.23425} {"mode": "train", "epoch": 78, "iter": 500, "lr": 0.01192, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90188, "top5_acc": 0.99062, "loss_cls": 1.30323, "loss": 1.30323, "time": 0.23374} {"mode": "train", "epoch": 78, "iter": 600, "lr": 0.01191, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88812, "top5_acc": 0.99, "loss_cls": 1.35091, "loss": 1.35091, "time": 0.23349} {"mode": "train", "epoch": 78, "iter": 700, "lr": 0.0119, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9, "top5_acc": 0.98562, "loss_cls": 1.35243, "loss": 1.35243, "time": 0.2333} {"mode": "train", "epoch": 78, "iter": 800, "lr": 0.01189, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.90688, "top5_acc": 0.995, "loss_cls": 1.28468, "loss": 1.28468, "time": 0.23351} {"mode": "train", "epoch": 78, "iter": 900, "lr": 0.01188, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.91188, "top5_acc": 0.98938, "loss_cls": 1.2752, "loss": 1.2752, "time": 0.23376} {"mode": "train", "epoch": 78, "iter": 1000, "lr": 0.01187, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.89562, "top5_acc": 0.9875, "loss_cls": 1.35296, "loss": 1.35296, "time": 0.23411} {"mode": "train", "epoch": 78, "iter": 1100, "lr": 0.01186, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90875, "top5_acc": 0.98875, "loss_cls": 1.29928, "loss": 1.29928, "time": 0.23329} {"mode": "train", "epoch": 78, "iter": 1200, "lr": 0.01185, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.88875, "top5_acc": 0.99188, "loss_cls": 1.34189, "loss": 1.34189, "time": 0.23342} {"mode": "train", "epoch": 78, "iter": 1300, "lr": 0.01184, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.9075, "top5_acc": 0.99125, "loss_cls": 1.27237, "loss": 1.27237, "time": 0.23393} {"mode": "train", "epoch": 78, "iter": 1400, "lr": 0.01183, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.8975, "top5_acc": 0.98938, "loss_cls": 1.35288, "loss": 1.35288, "time": 0.23299} {"mode": "train", "epoch": 78, "iter": 1500, "lr": 0.01182, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89688, "top5_acc": 0.98875, "loss_cls": 1.36338, "loss": 1.36338, "time": 0.2333} {"mode": "train", "epoch": 78, "iter": 1600, "lr": 0.01181, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8975, "top5_acc": 0.98562, "loss_cls": 1.3573, "loss": 1.3573, "time": 0.23371} {"mode": "train", "epoch": 78, "iter": 1700, "lr": 0.0118, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.91875, "top5_acc": 0.995, "loss_cls": 1.22387, "loss": 1.22387, "time": 0.23433} {"mode": "train", "epoch": 78, "iter": 1800, "lr": 0.01179, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9025, "top5_acc": 0.98812, "loss_cls": 1.3373, "loss": 1.3373, "time": 0.23408} {"mode": "train", "epoch": 78, "iter": 1900, "lr": 0.01178, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89125, "top5_acc": 0.9875, "loss_cls": 1.35496, "loss": 1.35496, "time": 0.23473} {"mode": "train", "epoch": 78, "iter": 2000, "lr": 0.01177, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.895, "top5_acc": 0.99125, "loss_cls": 1.32601, "loss": 1.32601, "time": 0.23426} {"mode": "train", "epoch": 78, "iter": 2100, "lr": 0.01176, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.885, "top5_acc": 0.98438, "loss_cls": 1.40077, "loss": 1.40077, "time": 0.23419} {"mode": "train", "epoch": 78, "iter": 2200, "lr": 0.01175, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.8875, "top5_acc": 0.98938, "loss_cls": 1.37549, "loss": 1.37549, "time": 0.23359} {"mode": "train", "epoch": 78, "iter": 2300, "lr": 0.01174, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89688, "top5_acc": 0.9875, "loss_cls": 1.35657, "loss": 1.35657, "time": 0.2337} {"mode": "train", "epoch": 78, "iter": 2400, "lr": 0.01173, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.9025, "top5_acc": 0.985, "loss_cls": 1.31452, "loss": 1.31452, "time": 0.23333} {"mode": "train", "epoch": 78, "iter": 2500, "lr": 0.01172, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.89812, "top5_acc": 0.98938, "loss_cls": 1.34645, "loss": 1.34645, "time": 0.23327} {"mode": "val", "epoch": 78, "iter": 1031, "lr": 0.01172, "top1_acc": 0.85388, "top5_acc": 0.97877} {"mode": "train", "epoch": 79, "iter": 100, "lr": 0.0117, "memory": 6499, "data_time": 0.18459, "top1_acc": 0.91375, "top5_acc": 0.99188, "loss_cls": 1.23901, "loss": 1.23901, "time": 0.41925} {"mode": "train", "epoch": 79, "iter": 200, "lr": 0.01169, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90312, "top5_acc": 0.99125, "loss_cls": 1.29125, "loss": 1.29125, "time": 0.2339} {"mode": "train", "epoch": 79, "iter": 300, "lr": 0.01168, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91938, "top5_acc": 0.99375, "loss_cls": 1.22639, "loss": 1.22639, "time": 0.23356} {"mode": "train", "epoch": 79, "iter": 400, "lr": 0.01167, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90188, "top5_acc": 0.99312, "loss_cls": 1.29706, "loss": 1.29706, "time": 0.23353} {"mode": "train", "epoch": 79, "iter": 500, "lr": 0.01166, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.89688, "top5_acc": 0.98375, "loss_cls": 1.35955, "loss": 1.35955, "time": 0.23483} {"mode": "train", "epoch": 79, "iter": 600, "lr": 0.01165, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91875, "top5_acc": 0.9925, "loss_cls": 1.25156, "loss": 1.25156, "time": 0.23447} {"mode": "train", "epoch": 79, "iter": 700, "lr": 0.01164, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.89188, "top5_acc": 0.98562, "loss_cls": 1.35948, "loss": 1.35948, "time": 0.23371} {"mode": "train", "epoch": 79, "iter": 800, "lr": 0.01163, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.905, "top5_acc": 0.99125, "loss_cls": 1.30735, "loss": 1.30735, "time": 0.23327} {"mode": "train", "epoch": 79, "iter": 900, "lr": 0.01162, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9025, "top5_acc": 0.995, "loss_cls": 1.28337, "loss": 1.28337, "time": 0.23315} {"mode": "train", "epoch": 79, "iter": 1000, "lr": 0.01161, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88125, "top5_acc": 0.98438, "loss_cls": 1.40911, "loss": 1.40911, "time": 0.23324} {"mode": "train", "epoch": 79, "iter": 1100, "lr": 0.0116, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89188, "top5_acc": 0.99, "loss_cls": 1.35668, "loss": 1.35668, "time": 0.23395} {"mode": "train", "epoch": 79, "iter": 1200, "lr": 0.01159, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90625, "top5_acc": 0.99188, "loss_cls": 1.27933, "loss": 1.27933, "time": 0.23341} {"mode": "train", "epoch": 79, "iter": 1300, "lr": 0.01158, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.895, "top5_acc": 0.98938, "loss_cls": 1.33801, "loss": 1.33801, "time": 0.23438} {"mode": "train", "epoch": 79, "iter": 1400, "lr": 0.01157, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92062, "top5_acc": 0.99188, "loss_cls": 1.24086, "loss": 1.24086, "time": 0.23427} {"mode": "train", "epoch": 79, "iter": 1500, "lr": 0.01156, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.895, "top5_acc": 0.98938, "loss_cls": 1.32907, "loss": 1.32907, "time": 0.23421} {"mode": "train", "epoch": 79, "iter": 1600, "lr": 0.01155, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89562, "top5_acc": 0.98938, "loss_cls": 1.33863, "loss": 1.33863, "time": 0.23419} {"mode": "train", "epoch": 79, "iter": 1700, "lr": 0.01154, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90312, "top5_acc": 0.98688, "loss_cls": 1.31389, "loss": 1.31389, "time": 0.23544} {"mode": "train", "epoch": 79, "iter": 1800, "lr": 0.01153, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8925, "top5_acc": 0.9875, "loss_cls": 1.32399, "loss": 1.32399, "time": 0.23433} {"mode": "train", "epoch": 79, "iter": 1900, "lr": 0.01152, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89188, "top5_acc": 0.985, "loss_cls": 1.35578, "loss": 1.35578, "time": 0.23395} {"mode": "train", "epoch": 79, "iter": 2000, "lr": 0.01151, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.89438, "top5_acc": 0.98312, "loss_cls": 1.33363, "loss": 1.33363, "time": 0.23257} {"mode": "train", "epoch": 79, "iter": 2100, "lr": 0.0115, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90812, "top5_acc": 0.9925, "loss_cls": 1.28763, "loss": 1.28763, "time": 0.23388} {"mode": "train", "epoch": 79, "iter": 2200, "lr": 0.01149, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89812, "top5_acc": 0.98812, "loss_cls": 1.3417, "loss": 1.3417, "time": 0.23377} {"mode": "train", "epoch": 79, "iter": 2300, "lr": 0.01148, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88375, "top5_acc": 0.99, "loss_cls": 1.38941, "loss": 1.38941, "time": 0.2338} {"mode": "train", "epoch": 79, "iter": 2400, "lr": 0.01147, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9, "top5_acc": 0.98438, "loss_cls": 1.3285, "loss": 1.3285, "time": 0.23432} {"mode": "train", "epoch": 79, "iter": 2500, "lr": 0.01145, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90125, "top5_acc": 0.99, "loss_cls": 1.32276, "loss": 1.32276, "time": 0.2334} {"mode": "val", "epoch": 79, "iter": 1031, "lr": 0.01145, "top1_acc": 0.8588, "top5_acc": 0.98047} {"mode": "train", "epoch": 80, "iter": 100, "lr": 0.01144, "memory": 6499, "data_time": 0.18165, "top1_acc": 0.92938, "top5_acc": 0.99625, "loss_cls": 1.18779, "loss": 1.18779, "time": 0.41663} {"mode": "train", "epoch": 80, "iter": 200, "lr": 0.01143, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92375, "top5_acc": 0.99188, "loss_cls": 1.21222, "loss": 1.21222, "time": 0.23436} {"mode": "train", "epoch": 80, "iter": 300, "lr": 0.01142, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92188, "top5_acc": 0.99188, "loss_cls": 1.26227, "loss": 1.26227, "time": 0.23466} {"mode": "train", "epoch": 80, "iter": 400, "lr": 0.01141, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90375, "top5_acc": 0.98562, "loss_cls": 1.31284, "loss": 1.31284, "time": 0.23375} {"mode": "train", "epoch": 80, "iter": 500, "lr": 0.0114, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.91188, "top5_acc": 0.99062, "loss_cls": 1.27732, "loss": 1.27732, "time": 0.23373} {"mode": "train", "epoch": 80, "iter": 600, "lr": 0.01139, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90688, "top5_acc": 0.98562, "loss_cls": 1.29885, "loss": 1.29885, "time": 0.23353} {"mode": "train", "epoch": 80, "iter": 700, "lr": 0.01138, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90438, "top5_acc": 0.99, "loss_cls": 1.30907, "loss": 1.30907, "time": 0.23445} {"mode": "train", "epoch": 80, "iter": 800, "lr": 0.01137, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90438, "top5_acc": 0.9875, "loss_cls": 1.3159, "loss": 1.3159, "time": 0.23419} {"mode": "train", "epoch": 80, "iter": 900, "lr": 0.01136, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9025, "top5_acc": 0.99, "loss_cls": 1.28958, "loss": 1.28958, "time": 0.23382} {"mode": "train", "epoch": 80, "iter": 1000, "lr": 0.01135, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.90375, "top5_acc": 0.98688, "loss_cls": 1.33935, "loss": 1.33935, "time": 0.23393} {"mode": "train", "epoch": 80, "iter": 1100, "lr": 0.01134, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.91438, "top5_acc": 0.98938, "loss_cls": 1.2568, "loss": 1.2568, "time": 0.23442} {"mode": "train", "epoch": 80, "iter": 1200, "lr": 0.01133, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9025, "top5_acc": 0.99188, "loss_cls": 1.30705, "loss": 1.30705, "time": 0.23398} {"mode": "train", "epoch": 80, "iter": 1300, "lr": 0.01132, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89375, "top5_acc": 0.99375, "loss_cls": 1.33687, "loss": 1.33687, "time": 0.23323} {"mode": "train", "epoch": 80, "iter": 1400, "lr": 0.01131, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90688, "top5_acc": 0.98625, "loss_cls": 1.28171, "loss": 1.28171, "time": 0.23376} {"mode": "train", "epoch": 80, "iter": 1500, "lr": 0.0113, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89875, "top5_acc": 0.99, "loss_cls": 1.3411, "loss": 1.3411, "time": 0.23366} {"mode": "train", "epoch": 80, "iter": 1600, "lr": 0.01129, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.91188, "top5_acc": 0.99125, "loss_cls": 1.2567, "loss": 1.2567, "time": 0.23352} {"mode": "train", "epoch": 80, "iter": 1700, "lr": 0.01128, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90062, "top5_acc": 0.98938, "loss_cls": 1.30297, "loss": 1.30297, "time": 0.23311} {"mode": "train", "epoch": 80, "iter": 1800, "lr": 0.01127, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.89938, "top5_acc": 0.98688, "loss_cls": 1.3437, "loss": 1.3437, "time": 0.23506} {"mode": "train", "epoch": 80, "iter": 1900, "lr": 0.01126, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8925, "top5_acc": 0.99, "loss_cls": 1.36608, "loss": 1.36608, "time": 0.23467} {"mode": "train", "epoch": 80, "iter": 2000, "lr": 0.01125, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90375, "top5_acc": 0.98938, "loss_cls": 1.31019, "loss": 1.31019, "time": 0.23419} {"mode": "train", "epoch": 80, "iter": 2100, "lr": 0.01124, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.8825, "top5_acc": 0.99, "loss_cls": 1.38665, "loss": 1.38665, "time": 0.23403} {"mode": "train", "epoch": 80, "iter": 2200, "lr": 0.01123, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90312, "top5_acc": 0.99312, "loss_cls": 1.30049, "loss": 1.30049, "time": 0.23396} {"mode": "train", "epoch": 80, "iter": 2300, "lr": 0.01121, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.895, "top5_acc": 0.99188, "loss_cls": 1.33417, "loss": 1.33417, "time": 0.23359} {"mode": "train", "epoch": 80, "iter": 2400, "lr": 0.0112, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.88375, "top5_acc": 0.98625, "loss_cls": 1.42046, "loss": 1.42046, "time": 0.23386} {"mode": "train", "epoch": 80, "iter": 2500, "lr": 0.01119, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.88438, "top5_acc": 0.99, "loss_cls": 1.39687, "loss": 1.39687, "time": 0.23343} {"mode": "val", "epoch": 80, "iter": 1031, "lr": 0.01119, "top1_acc": 0.84321, "top5_acc": 0.97671} {"mode": "train", "epoch": 81, "iter": 100, "lr": 0.01118, "memory": 6499, "data_time": 0.18164, "top1_acc": 0.90125, "top5_acc": 0.99312, "loss_cls": 1.28645, "loss": 1.28645, "time": 0.41487} {"mode": "train", "epoch": 81, "iter": 200, "lr": 0.01117, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92, "top5_acc": 0.99375, "loss_cls": 1.23111, "loss": 1.23111, "time": 0.23416} {"mode": "train", "epoch": 81, "iter": 300, "lr": 0.01116, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93438, "top5_acc": 0.99188, "loss_cls": 1.16491, "loss": 1.16491, "time": 0.2335} {"mode": "train", "epoch": 81, "iter": 400, "lr": 0.01115, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91375, "top5_acc": 0.9925, "loss_cls": 1.24144, "loss": 1.24144, "time": 0.23374} {"mode": "train", "epoch": 81, "iter": 500, "lr": 0.01114, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91125, "top5_acc": 0.99062, "loss_cls": 1.2877, "loss": 1.2877, "time": 0.23274} {"mode": "train", "epoch": 81, "iter": 600, "lr": 0.01113, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9075, "top5_acc": 0.99125, "loss_cls": 1.26812, "loss": 1.26812, "time": 0.23354} {"mode": "train", "epoch": 81, "iter": 700, "lr": 0.01112, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9075, "top5_acc": 0.99438, "loss_cls": 1.2718, "loss": 1.2718, "time": 0.23447} {"mode": "train", "epoch": 81, "iter": 800, "lr": 0.01111, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9075, "top5_acc": 0.99, "loss_cls": 1.27009, "loss": 1.27009, "time": 0.23353} {"mode": "train", "epoch": 81, "iter": 900, "lr": 0.0111, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.88875, "top5_acc": 0.99062, "loss_cls": 1.33726, "loss": 1.33726, "time": 0.23328} {"mode": "train", "epoch": 81, "iter": 1000, "lr": 0.01109, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90688, "top5_acc": 0.9875, "loss_cls": 1.30962, "loss": 1.30962, "time": 0.23301} {"mode": "train", "epoch": 81, "iter": 1100, "lr": 0.01108, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.90625, "top5_acc": 0.99062, "loss_cls": 1.24681, "loss": 1.24681, "time": 0.23369} {"mode": "train", "epoch": 81, "iter": 1200, "lr": 0.01107, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91438, "top5_acc": 0.99062, "loss_cls": 1.25535, "loss": 1.25535, "time": 0.23393} {"mode": "train", "epoch": 81, "iter": 1300, "lr": 0.01106, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.91812, "top5_acc": 0.99312, "loss_cls": 1.24371, "loss": 1.24371, "time": 0.23482} {"mode": "train", "epoch": 81, "iter": 1400, "lr": 0.01105, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91312, "top5_acc": 0.99125, "loss_cls": 1.27906, "loss": 1.27906, "time": 0.23419} {"mode": "train", "epoch": 81, "iter": 1500, "lr": 0.01104, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91125, "top5_acc": 0.98688, "loss_cls": 1.29628, "loss": 1.29628, "time": 0.23385} {"mode": "train", "epoch": 81, "iter": 1600, "lr": 0.01103, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.90688, "top5_acc": 0.99188, "loss_cls": 1.28938, "loss": 1.28938, "time": 0.23404} {"mode": "train", "epoch": 81, "iter": 1700, "lr": 0.01102, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90125, "top5_acc": 0.99, "loss_cls": 1.32869, "loss": 1.32869, "time": 0.23465} {"mode": "train", "epoch": 81, "iter": 1800, "lr": 0.01101, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.905, "top5_acc": 0.98812, "loss_cls": 1.30137, "loss": 1.30137, "time": 0.23382} {"mode": "train", "epoch": 81, "iter": 1900, "lr": 0.011, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89438, "top5_acc": 0.98812, "loss_cls": 1.37834, "loss": 1.37834, "time": 0.23362} {"mode": "train", "epoch": 81, "iter": 2000, "lr": 0.01099, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90562, "top5_acc": 0.98938, "loss_cls": 1.29474, "loss": 1.29474, "time": 0.23363} {"mode": "train", "epoch": 81, "iter": 2100, "lr": 0.01098, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89375, "top5_acc": 0.98938, "loss_cls": 1.36022, "loss": 1.36022, "time": 0.2334} {"mode": "train", "epoch": 81, "iter": 2200, "lr": 0.01097, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90188, "top5_acc": 0.99188, "loss_cls": 1.32998, "loss": 1.32998, "time": 0.23305} {"mode": "train", "epoch": 81, "iter": 2300, "lr": 0.01095, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.90438, "top5_acc": 0.99, "loss_cls": 1.31993, "loss": 1.31993, "time": 0.23349} {"mode": "train", "epoch": 81, "iter": 2400, "lr": 0.01094, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.91438, "top5_acc": 0.98875, "loss_cls": 1.26024, "loss": 1.26024, "time": 0.23393} {"mode": "train", "epoch": 81, "iter": 2500, "lr": 0.01093, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.9125, "top5_acc": 0.99125, "loss_cls": 1.23923, "loss": 1.23923, "time": 0.23299} {"mode": "val", "epoch": 81, "iter": 1031, "lr": 0.01093, "top1_acc": 0.86171, "top5_acc": 0.9775} {"mode": "train", "epoch": 82, "iter": 100, "lr": 0.01092, "memory": 6499, "data_time": 0.18012, "top1_acc": 0.9175, "top5_acc": 0.99062, "loss_cls": 1.23296, "loss": 1.23296, "time": 0.4159} {"mode": "train", "epoch": 82, "iter": 200, "lr": 0.01091, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92188, "top5_acc": 0.99062, "loss_cls": 1.22738, "loss": 1.22738, "time": 0.23451} {"mode": "train", "epoch": 82, "iter": 300, "lr": 0.0109, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92938, "top5_acc": 0.99125, "loss_cls": 1.19007, "loss": 1.19007, "time": 0.23571} {"mode": "train", "epoch": 82, "iter": 400, "lr": 0.01089, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.91562, "top5_acc": 0.98875, "loss_cls": 1.24682, "loss": 1.24682, "time": 0.23417} {"mode": "train", "epoch": 82, "iter": 500, "lr": 0.01088, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91688, "top5_acc": 0.98938, "loss_cls": 1.24437, "loss": 1.24437, "time": 0.23492} {"mode": "train", "epoch": 82, "iter": 600, "lr": 0.01087, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91, "top5_acc": 0.99188, "loss_cls": 1.27903, "loss": 1.27903, "time": 0.23415} {"mode": "train", "epoch": 82, "iter": 700, "lr": 0.01086, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90438, "top5_acc": 0.98875, "loss_cls": 1.29622, "loss": 1.29622, "time": 0.23388} {"mode": "train", "epoch": 82, "iter": 800, "lr": 0.01085, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.91438, "top5_acc": 0.98688, "loss_cls": 1.28842, "loss": 1.28842, "time": 0.2335} {"mode": "train", "epoch": 82, "iter": 900, "lr": 0.01084, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.89875, "top5_acc": 0.99062, "loss_cls": 1.32819, "loss": 1.32819, "time": 0.23506} {"mode": "train", "epoch": 82, "iter": 1000, "lr": 0.01083, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8925, "top5_acc": 0.98812, "loss_cls": 1.33893, "loss": 1.33893, "time": 0.23382} {"mode": "train", "epoch": 82, "iter": 1100, "lr": 0.01082, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.9125, "top5_acc": 0.99188, "loss_cls": 1.25261, "loss": 1.25261, "time": 0.23371} {"mode": "train", "epoch": 82, "iter": 1200, "lr": 0.01081, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91375, "top5_acc": 0.99375, "loss_cls": 1.23479, "loss": 1.23479, "time": 0.23469} {"mode": "train", "epoch": 82, "iter": 1300, "lr": 0.0108, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90812, "top5_acc": 0.99312, "loss_cls": 1.286, "loss": 1.286, "time": 0.23487} {"mode": "train", "epoch": 82, "iter": 1400, "lr": 0.01079, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91312, "top5_acc": 0.99062, "loss_cls": 1.24942, "loss": 1.24942, "time": 0.23354} {"mode": "train", "epoch": 82, "iter": 1500, "lr": 0.01078, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90438, "top5_acc": 0.99375, "loss_cls": 1.29927, "loss": 1.29927, "time": 0.23386} {"mode": "train", "epoch": 82, "iter": 1600, "lr": 0.01077, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88688, "top5_acc": 0.98875, "loss_cls": 1.38206, "loss": 1.38206, "time": 0.23489} {"mode": "train", "epoch": 82, "iter": 1700, "lr": 0.01076, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.90812, "top5_acc": 0.99062, "loss_cls": 1.28385, "loss": 1.28385, "time": 0.23415} {"mode": "train", "epoch": 82, "iter": 1800, "lr": 0.01075, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91375, "top5_acc": 0.9925, "loss_cls": 1.27776, "loss": 1.27776, "time": 0.23426} {"mode": "train", "epoch": 82, "iter": 1900, "lr": 0.01074, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.90375, "top5_acc": 0.99, "loss_cls": 1.29989, "loss": 1.29989, "time": 0.23438} {"mode": "train", "epoch": 82, "iter": 2000, "lr": 0.01073, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.90188, "top5_acc": 0.98625, "loss_cls": 1.3367, "loss": 1.3367, "time": 0.23454} {"mode": "train", "epoch": 82, "iter": 2100, "lr": 0.01072, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.90688, "top5_acc": 0.9875, "loss_cls": 1.31456, "loss": 1.31456, "time": 0.23447} {"mode": "train", "epoch": 82, "iter": 2200, "lr": 0.01071, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.91188, "top5_acc": 0.99, "loss_cls": 1.27119, "loss": 1.27119, "time": 0.23453} {"mode": "train", "epoch": 82, "iter": 2300, "lr": 0.0107, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9, "top5_acc": 0.99312, "loss_cls": 1.3114, "loss": 1.3114, "time": 0.23412} {"mode": "train", "epoch": 82, "iter": 2400, "lr": 0.01069, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9, "top5_acc": 0.98812, "loss_cls": 1.30316, "loss": 1.30316, "time": 0.23363} {"mode": "train", "epoch": 82, "iter": 2500, "lr": 0.01067, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.90812, "top5_acc": 0.99188, "loss_cls": 1.29678, "loss": 1.29678, "time": 0.23428} {"mode": "val", "epoch": 82, "iter": 1031, "lr": 0.01067, "top1_acc": 0.85395, "top5_acc": 0.97756} {"mode": "train", "epoch": 83, "iter": 100, "lr": 0.01066, "memory": 6499, "data_time": 0.1814, "top1_acc": 0.91062, "top5_acc": 0.99062, "loss_cls": 1.27339, "loss": 1.27339, "time": 0.41655} {"mode": "train", "epoch": 83, "iter": 200, "lr": 0.01065, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.91125, "top5_acc": 0.99125, "loss_cls": 1.27565, "loss": 1.27565, "time": 0.23515} {"mode": "train", "epoch": 83, "iter": 300, "lr": 0.01064, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.92125, "top5_acc": 0.99312, "loss_cls": 1.21707, "loss": 1.21707, "time": 0.23533} {"mode": "train", "epoch": 83, "iter": 400, "lr": 0.01063, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.92312, "top5_acc": 0.99312, "loss_cls": 1.1935, "loss": 1.1935, "time": 0.23468} {"mode": "train", "epoch": 83, "iter": 500, "lr": 0.01062, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91375, "top5_acc": 0.99188, "loss_cls": 1.25368, "loss": 1.25368, "time": 0.23551} {"mode": "train", "epoch": 83, "iter": 600, "lr": 0.01061, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89562, "top5_acc": 0.9875, "loss_cls": 1.33523, "loss": 1.33523, "time": 0.23583} {"mode": "train", "epoch": 83, "iter": 700, "lr": 0.0106, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92, "top5_acc": 0.9875, "loss_cls": 1.25082, "loss": 1.25082, "time": 0.23508} {"mode": "train", "epoch": 83, "iter": 800, "lr": 0.01059, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90688, "top5_acc": 0.99125, "loss_cls": 1.28541, "loss": 1.28541, "time": 0.2351} {"mode": "train", "epoch": 83, "iter": 900, "lr": 0.01058, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90875, "top5_acc": 0.99438, "loss_cls": 1.23471, "loss": 1.23471, "time": 0.23565} {"mode": "train", "epoch": 83, "iter": 1000, "lr": 0.01057, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.91625, "top5_acc": 0.9925, "loss_cls": 1.22211, "loss": 1.22211, "time": 0.23658} {"mode": "train", "epoch": 83, "iter": 1100, "lr": 0.01056, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.915, "top5_acc": 0.9925, "loss_cls": 1.21986, "loss": 1.21986, "time": 0.23537} {"mode": "train", "epoch": 83, "iter": 1200, "lr": 0.01055, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90312, "top5_acc": 0.9875, "loss_cls": 1.2954, "loss": 1.2954, "time": 0.23459} {"mode": "train", "epoch": 83, "iter": 1300, "lr": 0.01054, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9075, "top5_acc": 0.99125, "loss_cls": 1.25549, "loss": 1.25549, "time": 0.23541} {"mode": "train", "epoch": 83, "iter": 1400, "lr": 0.01053, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91375, "top5_acc": 0.9875, "loss_cls": 1.27895, "loss": 1.27895, "time": 0.23482} {"mode": "train", "epoch": 83, "iter": 1500, "lr": 0.01052, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91, "top5_acc": 0.9925, "loss_cls": 1.27515, "loss": 1.27515, "time": 0.23523} {"mode": "train", "epoch": 83, "iter": 1600, "lr": 0.01051, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.90688, "top5_acc": 0.99, "loss_cls": 1.28897, "loss": 1.28897, "time": 0.23522} {"mode": "train", "epoch": 83, "iter": 1700, "lr": 0.0105, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.90375, "top5_acc": 0.98938, "loss_cls": 1.31689, "loss": 1.31689, "time": 0.2351} {"mode": "train", "epoch": 83, "iter": 1800, "lr": 0.01049, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90562, "top5_acc": 0.98625, "loss_cls": 1.31331, "loss": 1.31331, "time": 0.23474} {"mode": "train", "epoch": 83, "iter": 1900, "lr": 0.01048, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.90688, "top5_acc": 0.99, "loss_cls": 1.29566, "loss": 1.29566, "time": 0.23614} {"mode": "train", "epoch": 83, "iter": 2000, "lr": 0.01047, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90312, "top5_acc": 0.98688, "loss_cls": 1.33141, "loss": 1.33141, "time": 0.2356} {"mode": "train", "epoch": 83, "iter": 2100, "lr": 0.01046, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.89875, "top5_acc": 0.9875, "loss_cls": 1.32989, "loss": 1.32989, "time": 0.2354} {"mode": "train", "epoch": 83, "iter": 2200, "lr": 0.01045, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90688, "top5_acc": 0.99062, "loss_cls": 1.26693, "loss": 1.26693, "time": 0.23514} {"mode": "train", "epoch": 83, "iter": 2300, "lr": 0.01044, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.92438, "top5_acc": 0.99312, "loss_cls": 1.2174, "loss": 1.2174, "time": 0.23523} {"mode": "train", "epoch": 83, "iter": 2400, "lr": 0.01043, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90625, "top5_acc": 0.98938, "loss_cls": 1.28939, "loss": 1.28939, "time": 0.23523} {"mode": "train", "epoch": 83, "iter": 2500, "lr": 0.01042, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89875, "top5_acc": 0.9925, "loss_cls": 1.29475, "loss": 1.29475, "time": 0.23454} {"mode": "val", "epoch": 83, "iter": 1031, "lr": 0.01042, "top1_acc": 0.83751, "top5_acc": 0.97598} {"mode": "train", "epoch": 84, "iter": 100, "lr": 0.01041, "memory": 6499, "data_time": 0.18235, "top1_acc": 0.91312, "top5_acc": 0.99438, "loss_cls": 1.25989, "loss": 1.25989, "time": 0.41618} {"mode": "train", "epoch": 84, "iter": 200, "lr": 0.01039, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9225, "top5_acc": 0.9925, "loss_cls": 1.23988, "loss": 1.23988, "time": 0.23423} {"mode": "train", "epoch": 84, "iter": 300, "lr": 0.01038, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90438, "top5_acc": 0.98875, "loss_cls": 1.30977, "loss": 1.30977, "time": 0.2341} {"mode": "train", "epoch": 84, "iter": 400, "lr": 0.01037, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.90312, "top5_acc": 0.9875, "loss_cls": 1.30541, "loss": 1.30541, "time": 0.23375} {"mode": "train", "epoch": 84, "iter": 500, "lr": 0.01036, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93, "top5_acc": 0.995, "loss_cls": 1.18798, "loss": 1.18798, "time": 0.23297} {"mode": "train", "epoch": 84, "iter": 600, "lr": 0.01035, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90688, "top5_acc": 0.99125, "loss_cls": 1.26541, "loss": 1.26541, "time": 0.23351} {"mode": "train", "epoch": 84, "iter": 700, "lr": 0.01034, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89625, "top5_acc": 0.99125, "loss_cls": 1.32821, "loss": 1.32821, "time": 0.23398} {"mode": "train", "epoch": 84, "iter": 800, "lr": 0.01033, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.925, "top5_acc": 0.99062, "loss_cls": 1.24306, "loss": 1.24306, "time": 0.23344} {"mode": "train", "epoch": 84, "iter": 900, "lr": 0.01032, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90875, "top5_acc": 0.99062, "loss_cls": 1.24705, "loss": 1.24705, "time": 0.23399} {"mode": "train", "epoch": 84, "iter": 1000, "lr": 0.01031, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90312, "top5_acc": 0.99062, "loss_cls": 1.30351, "loss": 1.30351, "time": 0.2343} {"mode": "train", "epoch": 84, "iter": 1100, "lr": 0.0103, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.895, "top5_acc": 0.9875, "loss_cls": 1.35008, "loss": 1.35008, "time": 0.23426} {"mode": "train", "epoch": 84, "iter": 1200, "lr": 0.01029, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90625, "top5_acc": 0.9925, "loss_cls": 1.28385, "loss": 1.28385, "time": 0.23407} {"mode": "train", "epoch": 84, "iter": 1300, "lr": 0.01028, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91125, "top5_acc": 0.99, "loss_cls": 1.26937, "loss": 1.26937, "time": 0.23387} {"mode": "train", "epoch": 84, "iter": 1400, "lr": 0.01027, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.92062, "top5_acc": 0.9925, "loss_cls": 1.22597, "loss": 1.22597, "time": 0.23366} {"mode": "train", "epoch": 84, "iter": 1500, "lr": 0.01026, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9075, "top5_acc": 0.99125, "loss_cls": 1.28448, "loss": 1.28448, "time": 0.23372} {"mode": "train", "epoch": 84, "iter": 1600, "lr": 0.01025, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90312, "top5_acc": 0.98875, "loss_cls": 1.31548, "loss": 1.31548, "time": 0.23365} {"mode": "train", "epoch": 84, "iter": 1700, "lr": 0.01024, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90938, "top5_acc": 0.99188, "loss_cls": 1.24471, "loss": 1.24471, "time": 0.23384} {"mode": "train", "epoch": 84, "iter": 1800, "lr": 0.01023, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9025, "top5_acc": 0.99, "loss_cls": 1.30989, "loss": 1.30989, "time": 0.23392} {"mode": "train", "epoch": 84, "iter": 1900, "lr": 0.01022, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.92188, "top5_acc": 0.9925, "loss_cls": 1.21418, "loss": 1.21418, "time": 0.23489} {"mode": "train", "epoch": 84, "iter": 2000, "lr": 0.01021, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89625, "top5_acc": 0.98812, "loss_cls": 1.32611, "loss": 1.32611, "time": 0.23387} {"mode": "train", "epoch": 84, "iter": 2100, "lr": 0.0102, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89938, "top5_acc": 0.98875, "loss_cls": 1.33078, "loss": 1.33078, "time": 0.23415} {"mode": "train", "epoch": 84, "iter": 2200, "lr": 0.01019, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.905, "top5_acc": 0.98938, "loss_cls": 1.30405, "loss": 1.30405, "time": 0.23335} {"mode": "train", "epoch": 84, "iter": 2300, "lr": 0.01018, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91875, "top5_acc": 0.98812, "loss_cls": 1.25959, "loss": 1.25959, "time": 0.23286} {"mode": "train", "epoch": 84, "iter": 2400, "lr": 0.01017, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91062, "top5_acc": 0.99062, "loss_cls": 1.27147, "loss": 1.27147, "time": 0.23327} {"mode": "train", "epoch": 84, "iter": 2500, "lr": 0.01016, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.89125, "top5_acc": 0.98938, "loss_cls": 1.34632, "loss": 1.34632, "time": 0.23343} {"mode": "val", "epoch": 84, "iter": 1031, "lr": 0.01016, "top1_acc": 0.86104, "top5_acc": 0.97986} {"mode": "train", "epoch": 85, "iter": 100, "lr": 0.01015, "memory": 6499, "data_time": 0.18464, "top1_acc": 0.90375, "top5_acc": 0.99438, "loss_cls": 1.29384, "loss": 1.29384, "time": 0.41878} {"mode": "train", "epoch": 85, "iter": 200, "lr": 0.01014, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92375, "top5_acc": 0.98938, "loss_cls": 1.22965, "loss": 1.22965, "time": 0.23335} {"mode": "train", "epoch": 85, "iter": 300, "lr": 0.01013, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.91438, "top5_acc": 0.98938, "loss_cls": 1.23841, "loss": 1.23841, "time": 0.23431} {"mode": "train", "epoch": 85, "iter": 400, "lr": 0.01012, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.9275, "top5_acc": 0.99688, "loss_cls": 1.19822, "loss": 1.19822, "time": 0.23287} {"mode": "train", "epoch": 85, "iter": 500, "lr": 0.01011, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.92938, "top5_acc": 0.9925, "loss_cls": 1.19169, "loss": 1.19169, "time": 0.23275} {"mode": "train", "epoch": 85, "iter": 600, "lr": 0.0101, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92062, "top5_acc": 0.99062, "loss_cls": 1.21593, "loss": 1.21593, "time": 0.23309} {"mode": "train", "epoch": 85, "iter": 700, "lr": 0.01009, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90375, "top5_acc": 0.9925, "loss_cls": 1.28091, "loss": 1.28091, "time": 0.23366} {"mode": "train", "epoch": 85, "iter": 800, "lr": 0.01008, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91562, "top5_acc": 0.98938, "loss_cls": 1.26541, "loss": 1.26541, "time": 0.23376} {"mode": "train", "epoch": 85, "iter": 900, "lr": 0.01007, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91312, "top5_acc": 0.99062, "loss_cls": 1.25397, "loss": 1.25397, "time": 0.23322} {"mode": "train", "epoch": 85, "iter": 1000, "lr": 0.01006, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90938, "top5_acc": 0.98812, "loss_cls": 1.28541, "loss": 1.28541, "time": 0.23262} {"mode": "train", "epoch": 85, "iter": 1100, "lr": 0.01005, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.92062, "top5_acc": 0.99, "loss_cls": 1.23091, "loss": 1.23091, "time": 0.23301} {"mode": "train", "epoch": 85, "iter": 1200, "lr": 0.01003, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92, "top5_acc": 0.99562, "loss_cls": 1.21568, "loss": 1.21568, "time": 0.23397} {"mode": "train", "epoch": 85, "iter": 1300, "lr": 0.01002, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90812, "top5_acc": 0.99062, "loss_cls": 1.25973, "loss": 1.25973, "time": 0.23374} {"mode": "train", "epoch": 85, "iter": 1400, "lr": 0.01001, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.90188, "top5_acc": 0.98938, "loss_cls": 1.31132, "loss": 1.31132, "time": 0.23383} {"mode": "train", "epoch": 85, "iter": 1500, "lr": 0.01, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91812, "top5_acc": 0.99312, "loss_cls": 1.2301, "loss": 1.2301, "time": 0.23397} {"mode": "train", "epoch": 85, "iter": 1600, "lr": 0.00999, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91375, "top5_acc": 0.9875, "loss_cls": 1.27361, "loss": 1.27361, "time": 0.23354} {"mode": "train", "epoch": 85, "iter": 1700, "lr": 0.00998, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.915, "top5_acc": 0.99, "loss_cls": 1.23611, "loss": 1.23611, "time": 0.23454} {"mode": "train", "epoch": 85, "iter": 1800, "lr": 0.00997, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91438, "top5_acc": 0.9925, "loss_cls": 1.23466, "loss": 1.23466, "time": 0.23347} {"mode": "train", "epoch": 85, "iter": 1900, "lr": 0.00996, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91188, "top5_acc": 0.99125, "loss_cls": 1.26479, "loss": 1.26479, "time": 0.23361} {"mode": "train", "epoch": 85, "iter": 2000, "lr": 0.00995, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9, "top5_acc": 0.98625, "loss_cls": 1.31546, "loss": 1.31546, "time": 0.23417} {"mode": "train", "epoch": 85, "iter": 2100, "lr": 0.00994, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89062, "top5_acc": 0.9875, "loss_cls": 1.36601, "loss": 1.36601, "time": 0.23351} {"mode": "train", "epoch": 85, "iter": 2200, "lr": 0.00993, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.91688, "top5_acc": 0.9925, "loss_cls": 1.23382, "loss": 1.23382, "time": 0.23408} {"mode": "train", "epoch": 85, "iter": 2300, "lr": 0.00992, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.89625, "top5_acc": 0.98938, "loss_cls": 1.32694, "loss": 1.32694, "time": 0.23361} {"mode": "train", "epoch": 85, "iter": 2400, "lr": 0.00991, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91062, "top5_acc": 0.99312, "loss_cls": 1.27184, "loss": 1.27184, "time": 0.23289} {"mode": "train", "epoch": 85, "iter": 2500, "lr": 0.0099, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91125, "top5_acc": 0.9875, "loss_cls": 1.29375, "loss": 1.29375, "time": 0.23307} {"mode": "val", "epoch": 85, "iter": 1031, "lr": 0.0099, "top1_acc": 0.85255, "top5_acc": 0.97792} {"mode": "train", "epoch": 86, "iter": 100, "lr": 0.00989, "memory": 6499, "data_time": 0.18004, "top1_acc": 0.915, "top5_acc": 0.99438, "loss_cls": 1.26222, "loss": 1.26222, "time": 0.41396} {"mode": "train", "epoch": 86, "iter": 200, "lr": 0.00988, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.93562, "top5_acc": 0.995, "loss_cls": 1.16949, "loss": 1.16949, "time": 0.23311} {"mode": "train", "epoch": 86, "iter": 300, "lr": 0.00987, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91625, "top5_acc": 0.99312, "loss_cls": 1.25966, "loss": 1.25966, "time": 0.23404} {"mode": "train", "epoch": 86, "iter": 400, "lr": 0.00986, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92, "top5_acc": 0.995, "loss_cls": 1.22746, "loss": 1.22746, "time": 0.23464} {"mode": "train", "epoch": 86, "iter": 500, "lr": 0.00985, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.93, "top5_acc": 0.99375, "loss_cls": 1.16554, "loss": 1.16554, "time": 0.23427} {"mode": "train", "epoch": 86, "iter": 600, "lr": 0.00984, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90438, "top5_acc": 0.99062, "loss_cls": 1.2818, "loss": 1.2818, "time": 0.23323} {"mode": "train", "epoch": 86, "iter": 700, "lr": 0.00983, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9125, "top5_acc": 0.9875, "loss_cls": 1.27053, "loss": 1.27053, "time": 0.23355} {"mode": "train", "epoch": 86, "iter": 800, "lr": 0.00982, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.89688, "top5_acc": 0.98812, "loss_cls": 1.33595, "loss": 1.33595, "time": 0.23393} {"mode": "train", "epoch": 86, "iter": 900, "lr": 0.00981, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91938, "top5_acc": 0.9925, "loss_cls": 1.22161, "loss": 1.22161, "time": 0.23316} {"mode": "train", "epoch": 86, "iter": 1000, "lr": 0.0098, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92375, "top5_acc": 0.99312, "loss_cls": 1.20747, "loss": 1.20747, "time": 0.23474} {"mode": "train", "epoch": 86, "iter": 1100, "lr": 0.00979, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.90125, "top5_acc": 0.98812, "loss_cls": 1.32729, "loss": 1.32729, "time": 0.23469} {"mode": "train", "epoch": 86, "iter": 1200, "lr": 0.00978, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90938, "top5_acc": 0.98875, "loss_cls": 1.27293, "loss": 1.27293, "time": 0.23463} {"mode": "train", "epoch": 86, "iter": 1300, "lr": 0.00977, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92, "top5_acc": 0.99125, "loss_cls": 1.2232, "loss": 1.2232, "time": 0.23524} {"mode": "train", "epoch": 86, "iter": 1400, "lr": 0.00976, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9125, "top5_acc": 0.99125, "loss_cls": 1.251, "loss": 1.251, "time": 0.23351} {"mode": "train", "epoch": 86, "iter": 1500, "lr": 0.00975, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89688, "top5_acc": 0.98938, "loss_cls": 1.34869, "loss": 1.34869, "time": 0.23316} {"mode": "train", "epoch": 86, "iter": 1600, "lr": 0.00974, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89938, "top5_acc": 0.99062, "loss_cls": 1.29265, "loss": 1.29265, "time": 0.2332} {"mode": "train", "epoch": 86, "iter": 1700, "lr": 0.00973, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91875, "top5_acc": 0.99062, "loss_cls": 1.23361, "loss": 1.23361, "time": 0.23505} {"mode": "train", "epoch": 86, "iter": 1800, "lr": 0.00972, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91312, "top5_acc": 0.99188, "loss_cls": 1.25654, "loss": 1.25654, "time": 0.23457} {"mode": "train", "epoch": 86, "iter": 1900, "lr": 0.00971, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91625, "top5_acc": 0.99, "loss_cls": 1.24629, "loss": 1.24629, "time": 0.2335} {"mode": "train", "epoch": 86, "iter": 2000, "lr": 0.0097, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90938, "top5_acc": 0.99, "loss_cls": 1.28785, "loss": 1.28785, "time": 0.23371} {"mode": "train", "epoch": 86, "iter": 2100, "lr": 0.00969, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91125, "top5_acc": 0.99062, "loss_cls": 1.25586, "loss": 1.25586, "time": 0.23332} {"mode": "train", "epoch": 86, "iter": 2200, "lr": 0.00968, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91062, "top5_acc": 0.98938, "loss_cls": 1.28134, "loss": 1.28134, "time": 0.23432} {"mode": "train", "epoch": 86, "iter": 2300, "lr": 0.00967, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91312, "top5_acc": 0.99438, "loss_cls": 1.26398, "loss": 1.26398, "time": 0.23385} {"mode": "train", "epoch": 86, "iter": 2400, "lr": 0.00966, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90812, "top5_acc": 0.99438, "loss_cls": 1.24174, "loss": 1.24174, "time": 0.23327} {"mode": "train", "epoch": 86, "iter": 2500, "lr": 0.00965, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.91188, "top5_acc": 0.99375, "loss_cls": 1.27899, "loss": 1.27899, "time": 0.2333} {"mode": "val", "epoch": 86, "iter": 1031, "lr": 0.00965, "top1_acc": 0.87645, "top5_acc": 0.98114} {"mode": "train", "epoch": 87, "iter": 100, "lr": 0.00964, "memory": 6499, "data_time": 0.1802, "top1_acc": 0.93125, "top5_acc": 0.99438, "loss_cls": 1.15777, "loss": 1.15777, "time": 0.41424} {"mode": "train", "epoch": 87, "iter": 200, "lr": 0.00963, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91875, "top5_acc": 0.99375, "loss_cls": 1.20728, "loss": 1.20728, "time": 0.23355} {"mode": "train", "epoch": 87, "iter": 300, "lr": 0.00962, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.93375, "top5_acc": 0.99375, "loss_cls": 1.14695, "loss": 1.14695, "time": 0.23345} {"mode": "train", "epoch": 87, "iter": 400, "lr": 0.00961, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.92188, "top5_acc": 0.99375, "loss_cls": 1.22053, "loss": 1.22053, "time": 0.23404} {"mode": "train", "epoch": 87, "iter": 500, "lr": 0.00959, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91375, "top5_acc": 0.99312, "loss_cls": 1.23886, "loss": 1.23886, "time": 0.23349} {"mode": "train", "epoch": 87, "iter": 600, "lr": 0.00958, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91938, "top5_acc": 0.99, "loss_cls": 1.24599, "loss": 1.24599, "time": 0.23269} {"mode": "train", "epoch": 87, "iter": 700, "lr": 0.00957, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94062, "top5_acc": 0.99438, "loss_cls": 1.16444, "loss": 1.16444, "time": 0.23329} {"mode": "train", "epoch": 87, "iter": 800, "lr": 0.00956, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92375, "top5_acc": 0.99562, "loss_cls": 1.20796, "loss": 1.20796, "time": 0.23375} {"mode": "train", "epoch": 87, "iter": 900, "lr": 0.00955, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91562, "top5_acc": 0.99062, "loss_cls": 1.24988, "loss": 1.24988, "time": 0.23285} {"mode": "train", "epoch": 87, "iter": 1000, "lr": 0.00954, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91375, "top5_acc": 0.99062, "loss_cls": 1.25511, "loss": 1.25511, "time": 0.2333} {"mode": "train", "epoch": 87, "iter": 1100, "lr": 0.00953, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9325, "top5_acc": 0.9925, "loss_cls": 1.1838, "loss": 1.1838, "time": 0.23338} {"mode": "train", "epoch": 87, "iter": 1200, "lr": 0.00952, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91938, "top5_acc": 0.99125, "loss_cls": 1.2292, "loss": 1.2292, "time": 0.23429} {"mode": "train", "epoch": 87, "iter": 1300, "lr": 0.00951, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.9175, "top5_acc": 0.99438, "loss_cls": 1.21054, "loss": 1.21054, "time": 0.23479} {"mode": "train", "epoch": 87, "iter": 1400, "lr": 0.0095, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92375, "top5_acc": 0.99312, "loss_cls": 1.20746, "loss": 1.20746, "time": 0.23408} {"mode": "train", "epoch": 87, "iter": 1500, "lr": 0.00949, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.91188, "top5_acc": 0.99125, "loss_cls": 1.2528, "loss": 1.2528, "time": 0.23324} {"mode": "train", "epoch": 87, "iter": 1600, "lr": 0.00948, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.90875, "top5_acc": 0.99125, "loss_cls": 1.27403, "loss": 1.27403, "time": 0.23399} {"mode": "train", "epoch": 87, "iter": 1700, "lr": 0.00947, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91188, "top5_acc": 0.99125, "loss_cls": 1.25142, "loss": 1.25142, "time": 0.23512} {"mode": "train", "epoch": 87, "iter": 1800, "lr": 0.00946, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91938, "top5_acc": 0.98938, "loss_cls": 1.24793, "loss": 1.24793, "time": 0.23297} {"mode": "train", "epoch": 87, "iter": 1900, "lr": 0.00945, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90938, "top5_acc": 0.99, "loss_cls": 1.26093, "loss": 1.26093, "time": 0.23328} {"mode": "train", "epoch": 87, "iter": 2000, "lr": 0.00944, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92688, "top5_acc": 0.99375, "loss_cls": 1.1921, "loss": 1.1921, "time": 0.23372} {"mode": "train", "epoch": 87, "iter": 2100, "lr": 0.00943, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.90375, "top5_acc": 0.99562, "loss_cls": 1.26879, "loss": 1.26879, "time": 0.2349} {"mode": "train", "epoch": 87, "iter": 2200, "lr": 0.00942, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9075, "top5_acc": 0.99375, "loss_cls": 1.25441, "loss": 1.25441, "time": 0.23346} {"mode": "train", "epoch": 87, "iter": 2300, "lr": 0.00941, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92875, "top5_acc": 0.995, "loss_cls": 1.20115, "loss": 1.20115, "time": 0.23325} {"mode": "train", "epoch": 87, "iter": 2400, "lr": 0.0094, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89688, "top5_acc": 0.99, "loss_cls": 1.33321, "loss": 1.33321, "time": 0.2343} {"mode": "train", "epoch": 87, "iter": 2500, "lr": 0.00939, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.915, "top5_acc": 0.98938, "loss_cls": 1.23064, "loss": 1.23064, "time": 0.23338} {"mode": "val", "epoch": 87, "iter": 1031, "lr": 0.00939, "top1_acc": 0.8642, "top5_acc": 0.98059} {"mode": "train", "epoch": 88, "iter": 100, "lr": 0.00938, "memory": 6499, "data_time": 0.18114, "top1_acc": 0.9275, "top5_acc": 0.99562, "loss_cls": 1.19379, "loss": 1.19379, "time": 0.41425} {"mode": "train", "epoch": 88, "iter": 200, "lr": 0.00937, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92875, "top5_acc": 0.99375, "loss_cls": 1.17014, "loss": 1.17014, "time": 0.23408} {"mode": "train", "epoch": 88, "iter": 300, "lr": 0.00936, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92375, "top5_acc": 0.99188, "loss_cls": 1.21389, "loss": 1.21389, "time": 0.23363} {"mode": "train", "epoch": 88, "iter": 400, "lr": 0.00935, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92375, "top5_acc": 0.99312, "loss_cls": 1.23273, "loss": 1.23273, "time": 0.23372} {"mode": "train", "epoch": 88, "iter": 500, "lr": 0.00934, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93312, "top5_acc": 0.99562, "loss_cls": 1.15564, "loss": 1.15564, "time": 0.23318} {"mode": "train", "epoch": 88, "iter": 600, "lr": 0.00933, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.92812, "top5_acc": 0.99375, "loss_cls": 1.1834, "loss": 1.1834, "time": 0.23296} {"mode": "train", "epoch": 88, "iter": 700, "lr": 0.00932, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93188, "top5_acc": 0.99438, "loss_cls": 1.18464, "loss": 1.18464, "time": 0.23389} {"mode": "train", "epoch": 88, "iter": 800, "lr": 0.00931, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91375, "top5_acc": 0.99125, "loss_cls": 1.26449, "loss": 1.26449, "time": 0.233} {"mode": "train", "epoch": 88, "iter": 900, "lr": 0.0093, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9275, "top5_acc": 0.99188, "loss_cls": 1.20289, "loss": 1.20289, "time": 0.23446} {"mode": "train", "epoch": 88, "iter": 1000, "lr": 0.00929, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.9275, "top5_acc": 0.9925, "loss_cls": 1.20311, "loss": 1.20311, "time": 0.23304} {"mode": "train", "epoch": 88, "iter": 1100, "lr": 0.00928, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93062, "top5_acc": 0.995, "loss_cls": 1.19483, "loss": 1.19483, "time": 0.23312} {"mode": "train", "epoch": 88, "iter": 1200, "lr": 0.00927, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91125, "top5_acc": 0.98812, "loss_cls": 1.23355, "loss": 1.23355, "time": 0.2329} {"mode": "train", "epoch": 88, "iter": 1300, "lr": 0.00926, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91062, "top5_acc": 0.99375, "loss_cls": 1.27648, "loss": 1.27648, "time": 0.23349} {"mode": "train", "epoch": 88, "iter": 1400, "lr": 0.00925, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92375, "top5_acc": 0.99125, "loss_cls": 1.18176, "loss": 1.18176, "time": 0.23318} {"mode": "train", "epoch": 88, "iter": 1500, "lr": 0.00924, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92188, "top5_acc": 0.98938, "loss_cls": 1.23631, "loss": 1.23631, "time": 0.23446} {"mode": "train", "epoch": 88, "iter": 1600, "lr": 0.00923, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91625, "top5_acc": 0.995, "loss_cls": 1.20972, "loss": 1.20972, "time": 0.23435} {"mode": "train", "epoch": 88, "iter": 1700, "lr": 0.00922, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90188, "top5_acc": 0.98625, "loss_cls": 1.29801, "loss": 1.29801, "time": 0.2335} {"mode": "train", "epoch": 88, "iter": 1800, "lr": 0.00921, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90062, "top5_acc": 0.9925, "loss_cls": 1.29883, "loss": 1.29883, "time": 0.23434} {"mode": "train", "epoch": 88, "iter": 1900, "lr": 0.0092, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92688, "top5_acc": 0.99438, "loss_cls": 1.1969, "loss": 1.1969, "time": 0.2338} {"mode": "train", "epoch": 88, "iter": 2000, "lr": 0.00919, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91312, "top5_acc": 0.99, "loss_cls": 1.2334, "loss": 1.2334, "time": 0.23301} {"mode": "train", "epoch": 88, "iter": 2100, "lr": 0.00918, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91, "top5_acc": 0.99062, "loss_cls": 1.25752, "loss": 1.25752, "time": 0.23315} {"mode": "train", "epoch": 88, "iter": 2200, "lr": 0.00917, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91375, "top5_acc": 0.99, "loss_cls": 1.24373, "loss": 1.24373, "time": 0.23454} {"mode": "train", "epoch": 88, "iter": 2300, "lr": 0.00916, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91375, "top5_acc": 0.98938, "loss_cls": 1.2693, "loss": 1.2693, "time": 0.23329} {"mode": "train", "epoch": 88, "iter": 2400, "lr": 0.00915, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91625, "top5_acc": 0.99188, "loss_cls": 1.24055, "loss": 1.24055, "time": 0.23351} {"mode": "train", "epoch": 88, "iter": 2500, "lr": 0.00914, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90562, "top5_acc": 0.99, "loss_cls": 1.28209, "loss": 1.28209, "time": 0.23449} {"mode": "val", "epoch": 88, "iter": 1031, "lr": 0.00914, "top1_acc": 0.85849, "top5_acc": 0.97786} {"mode": "train", "epoch": 89, "iter": 100, "lr": 0.00913, "memory": 6499, "data_time": 0.17802, "top1_acc": 0.925, "top5_acc": 0.99438, "loss_cls": 1.1898, "loss": 1.1898, "time": 0.41171} {"mode": "train", "epoch": 89, "iter": 200, "lr": 0.00912, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91875, "top5_acc": 0.9925, "loss_cls": 1.23852, "loss": 1.23852, "time": 0.23325} {"mode": "train", "epoch": 89, "iter": 300, "lr": 0.00911, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.94125, "top5_acc": 0.99562, "loss_cls": 1.1283, "loss": 1.1283, "time": 0.23326} {"mode": "train", "epoch": 89, "iter": 400, "lr": 0.0091, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9425, "top5_acc": 0.99438, "loss_cls": 1.16231, "loss": 1.16231, "time": 0.23392} {"mode": "train", "epoch": 89, "iter": 500, "lr": 0.00909, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92562, "top5_acc": 0.9925, "loss_cls": 1.19635, "loss": 1.19635, "time": 0.23372} {"mode": "train", "epoch": 89, "iter": 600, "lr": 0.00908, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91062, "top5_acc": 0.99188, "loss_cls": 1.26995, "loss": 1.26995, "time": 0.23325} {"mode": "train", "epoch": 89, "iter": 700, "lr": 0.00907, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.93625, "top5_acc": 0.99375, "loss_cls": 1.16861, "loss": 1.16861, "time": 0.23308} {"mode": "train", "epoch": 89, "iter": 800, "lr": 0.00906, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.92125, "top5_acc": 0.9875, "loss_cls": 1.22493, "loss": 1.22493, "time": 0.23346} {"mode": "train", "epoch": 89, "iter": 900, "lr": 0.00905, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9225, "top5_acc": 0.99188, "loss_cls": 1.19656, "loss": 1.19656, "time": 0.23348} {"mode": "train", "epoch": 89, "iter": 1000, "lr": 0.00904, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.93438, "top5_acc": 0.99188, "loss_cls": 1.17136, "loss": 1.17136, "time": 0.23416} {"mode": "train", "epoch": 89, "iter": 1100, "lr": 0.00903, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.91812, "top5_acc": 0.99438, "loss_cls": 1.23745, "loss": 1.23745, "time": 0.23452} {"mode": "train", "epoch": 89, "iter": 1200, "lr": 0.00902, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.92188, "top5_acc": 0.9925, "loss_cls": 1.23328, "loss": 1.23328, "time": 0.23397} {"mode": "train", "epoch": 89, "iter": 1300, "lr": 0.00901, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91312, "top5_acc": 0.98625, "loss_cls": 1.27893, "loss": 1.27893, "time": 0.2334} {"mode": "train", "epoch": 89, "iter": 1400, "lr": 0.009, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92688, "top5_acc": 0.99312, "loss_cls": 1.19701, "loss": 1.19701, "time": 0.23399} {"mode": "train", "epoch": 89, "iter": 1500, "lr": 0.00899, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91625, "top5_acc": 0.99, "loss_cls": 1.24954, "loss": 1.24954, "time": 0.23361} {"mode": "train", "epoch": 89, "iter": 1600, "lr": 0.00898, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.915, "top5_acc": 0.99125, "loss_cls": 1.25753, "loss": 1.25753, "time": 0.23462} {"mode": "train", "epoch": 89, "iter": 1700, "lr": 0.00897, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91875, "top5_acc": 0.995, "loss_cls": 1.21207, "loss": 1.21207, "time": 0.23417} {"mode": "train", "epoch": 89, "iter": 1800, "lr": 0.00896, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9225, "top5_acc": 0.99312, "loss_cls": 1.21996, "loss": 1.21996, "time": 0.23373} {"mode": "train", "epoch": 89, "iter": 1900, "lr": 0.00895, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.93062, "top5_acc": 0.9925, "loss_cls": 1.17387, "loss": 1.17387, "time": 0.23417} {"mode": "train", "epoch": 89, "iter": 2000, "lr": 0.00894, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90562, "top5_acc": 0.9925, "loss_cls": 1.27766, "loss": 1.27766, "time": 0.23365} {"mode": "train", "epoch": 89, "iter": 2100, "lr": 0.00893, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.89938, "top5_acc": 0.99, "loss_cls": 1.31797, "loss": 1.31797, "time": 0.23584} {"mode": "train", "epoch": 89, "iter": 2200, "lr": 0.00892, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91938, "top5_acc": 0.9925, "loss_cls": 1.23948, "loss": 1.23948, "time": 0.23415} {"mode": "train", "epoch": 89, "iter": 2300, "lr": 0.00891, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.90812, "top5_acc": 0.99125, "loss_cls": 1.30072, "loss": 1.30072, "time": 0.23401} {"mode": "train", "epoch": 89, "iter": 2400, "lr": 0.0089, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.92188, "top5_acc": 0.995, "loss_cls": 1.24058, "loss": 1.24058, "time": 0.23453} {"mode": "train", "epoch": 89, "iter": 2500, "lr": 0.00889, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.90625, "top5_acc": 0.99062, "loss_cls": 1.27784, "loss": 1.27784, "time": 0.23466} {"mode": "val", "epoch": 89, "iter": 1031, "lr": 0.00889, "top1_acc": 0.85837, "top5_acc": 0.97835} {"mode": "train", "epoch": 90, "iter": 100, "lr": 0.00888, "memory": 6499, "data_time": 0.17922, "top1_acc": 0.9275, "top5_acc": 0.99562, "loss_cls": 1.19256, "loss": 1.19256, "time": 0.41485} {"mode": "train", "epoch": 90, "iter": 200, "lr": 0.00887, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.935, "top5_acc": 0.99562, "loss_cls": 1.17545, "loss": 1.17545, "time": 0.23612} {"mode": "train", "epoch": 90, "iter": 300, "lr": 0.00886, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91562, "top5_acc": 0.99812, "loss_cls": 1.22029, "loss": 1.22029, "time": 0.23488} {"mode": "train", "epoch": 90, "iter": 400, "lr": 0.00885, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.92375, "top5_acc": 0.9925, "loss_cls": 1.20594, "loss": 1.20594, "time": 0.23501} {"mode": "train", "epoch": 90, "iter": 500, "lr": 0.00884, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9175, "top5_acc": 0.995, "loss_cls": 1.20127, "loss": 1.20127, "time": 0.23524} {"mode": "train", "epoch": 90, "iter": 600, "lr": 0.00883, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92312, "top5_acc": 0.9925, "loss_cls": 1.22962, "loss": 1.22962, "time": 0.23539} {"mode": "train", "epoch": 90, "iter": 700, "lr": 0.00882, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93125, "top5_acc": 0.99, "loss_cls": 1.16646, "loss": 1.16646, "time": 0.23436} {"mode": "train", "epoch": 90, "iter": 800, "lr": 0.00881, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.93, "top5_acc": 0.99188, "loss_cls": 1.20189, "loss": 1.20189, "time": 0.23488} {"mode": "train", "epoch": 90, "iter": 900, "lr": 0.0088, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.915, "top5_acc": 0.99062, "loss_cls": 1.24057, "loss": 1.24057, "time": 0.2343} {"mode": "train", "epoch": 90, "iter": 1000, "lr": 0.00879, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93375, "top5_acc": 0.99562, "loss_cls": 1.18031, "loss": 1.18031, "time": 0.23518} {"mode": "train", "epoch": 90, "iter": 1100, "lr": 0.00878, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91188, "top5_acc": 0.99062, "loss_cls": 1.26315, "loss": 1.26315, "time": 0.23442} {"mode": "train", "epoch": 90, "iter": 1200, "lr": 0.00877, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91312, "top5_acc": 0.99, "loss_cls": 1.24276, "loss": 1.24276, "time": 0.23531} {"mode": "train", "epoch": 90, "iter": 1300, "lr": 0.00876, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.91438, "top5_acc": 0.99062, "loss_cls": 1.25076, "loss": 1.25076, "time": 0.23454} {"mode": "train", "epoch": 90, "iter": 1400, "lr": 0.00875, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91312, "top5_acc": 0.99125, "loss_cls": 1.26814, "loss": 1.26814, "time": 0.23498} {"mode": "train", "epoch": 90, "iter": 1500, "lr": 0.00874, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92562, "top5_acc": 0.99438, "loss_cls": 1.20142, "loss": 1.20142, "time": 0.2358} {"mode": "train", "epoch": 90, "iter": 1600, "lr": 0.00873, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.91062, "top5_acc": 0.9925, "loss_cls": 1.2766, "loss": 1.2766, "time": 0.23525} {"mode": "train", "epoch": 90, "iter": 1700, "lr": 0.00872, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9125, "top5_acc": 0.99062, "loss_cls": 1.25319, "loss": 1.25319, "time": 0.23523} {"mode": "train", "epoch": 90, "iter": 1800, "lr": 0.00871, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92812, "top5_acc": 0.99438, "loss_cls": 1.18544, "loss": 1.18544, "time": 0.23384} {"mode": "train", "epoch": 90, "iter": 1900, "lr": 0.0087, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91625, "top5_acc": 0.995, "loss_cls": 1.2105, "loss": 1.2105, "time": 0.23438} {"mode": "train", "epoch": 90, "iter": 2000, "lr": 0.00869, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9225, "top5_acc": 0.99688, "loss_cls": 1.18808, "loss": 1.18808, "time": 0.23499} {"mode": "train", "epoch": 90, "iter": 2100, "lr": 0.00868, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.91688, "top5_acc": 0.99312, "loss_cls": 1.23615, "loss": 1.23615, "time": 0.23495} {"mode": "train", "epoch": 90, "iter": 2200, "lr": 0.00867, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91812, "top5_acc": 0.9925, "loss_cls": 1.23706, "loss": 1.23706, "time": 0.23455} {"mode": "train", "epoch": 90, "iter": 2300, "lr": 0.00866, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91688, "top5_acc": 0.9975, "loss_cls": 1.2389, "loss": 1.2389, "time": 0.23477} {"mode": "train", "epoch": 90, "iter": 2400, "lr": 0.00865, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.92875, "top5_acc": 0.99, "loss_cls": 1.18408, "loss": 1.18408, "time": 0.23517} {"mode": "train", "epoch": 90, "iter": 2500, "lr": 0.00864, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91938, "top5_acc": 0.99375, "loss_cls": 1.22225, "loss": 1.22225, "time": 0.23463} {"mode": "val", "epoch": 90, "iter": 1031, "lr": 0.00864, "top1_acc": 0.86177, "top5_acc": 0.9792} {"mode": "train", "epoch": 91, "iter": 100, "lr": 0.00863, "memory": 6499, "data_time": 0.18021, "top1_acc": 0.92938, "top5_acc": 0.99625, "loss_cls": 1.15811, "loss": 1.15811, "time": 0.41489} {"mode": "train", "epoch": 91, "iter": 200, "lr": 0.00862, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.935, "top5_acc": 0.9925, "loss_cls": 1.15536, "loss": 1.15536, "time": 0.23373} {"mode": "train", "epoch": 91, "iter": 300, "lr": 0.00861, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94562, "top5_acc": 0.99438, "loss_cls": 1.13442, "loss": 1.13442, "time": 0.23502} {"mode": "train", "epoch": 91, "iter": 400, "lr": 0.0086, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91938, "top5_acc": 0.99375, "loss_cls": 1.20059, "loss": 1.20059, "time": 0.23518} {"mode": "train", "epoch": 91, "iter": 500, "lr": 0.00859, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93125, "top5_acc": 0.99438, "loss_cls": 1.20668, "loss": 1.20668, "time": 0.23312} {"mode": "train", "epoch": 91, "iter": 600, "lr": 0.00858, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90438, "top5_acc": 0.99312, "loss_cls": 1.26755, "loss": 1.26755, "time": 0.23353} {"mode": "train", "epoch": 91, "iter": 700, "lr": 0.00857, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93562, "top5_acc": 0.995, "loss_cls": 1.16015, "loss": 1.16015, "time": 0.23308} {"mode": "train", "epoch": 91, "iter": 800, "lr": 0.00856, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93625, "top5_acc": 0.99438, "loss_cls": 1.16474, "loss": 1.16474, "time": 0.23406} {"mode": "train", "epoch": 91, "iter": 900, "lr": 0.00855, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.925, "top5_acc": 0.99562, "loss_cls": 1.18543, "loss": 1.18543, "time": 0.23379} {"mode": "train", "epoch": 91, "iter": 1000, "lr": 0.00854, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92062, "top5_acc": 0.99125, "loss_cls": 1.18907, "loss": 1.18907, "time": 0.23262} {"mode": "train", "epoch": 91, "iter": 1100, "lr": 0.00853, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92438, "top5_acc": 0.99625, "loss_cls": 1.19603, "loss": 1.19603, "time": 0.23304} {"mode": "train", "epoch": 91, "iter": 1200, "lr": 0.00852, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.92562, "top5_acc": 0.99375, "loss_cls": 1.22338, "loss": 1.22338, "time": 0.23436} {"mode": "train", "epoch": 91, "iter": 1300, "lr": 0.00851, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.93438, "top5_acc": 0.99375, "loss_cls": 1.17105, "loss": 1.17105, "time": 0.23442} {"mode": "train", "epoch": 91, "iter": 1400, "lr": 0.0085, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91562, "top5_acc": 0.99, "loss_cls": 1.2292, "loss": 1.2292, "time": 0.23307} {"mode": "train", "epoch": 91, "iter": 1500, "lr": 0.00849, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92875, "top5_acc": 0.99625, "loss_cls": 1.19708, "loss": 1.19708, "time": 0.23398} {"mode": "train", "epoch": 91, "iter": 1600, "lr": 0.00848, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93312, "top5_acc": 0.99312, "loss_cls": 1.15211, "loss": 1.15211, "time": 0.23433} {"mode": "train", "epoch": 91, "iter": 1700, "lr": 0.00847, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92438, "top5_acc": 0.99312, "loss_cls": 1.18861, "loss": 1.18861, "time": 0.23328} {"mode": "train", "epoch": 91, "iter": 1800, "lr": 0.00846, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93312, "top5_acc": 0.99375, "loss_cls": 1.16912, "loss": 1.16912, "time": 0.23382} {"mode": "train", "epoch": 91, "iter": 1900, "lr": 0.00845, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92875, "top5_acc": 0.99312, "loss_cls": 1.18133, "loss": 1.18133, "time": 0.23396} {"mode": "train", "epoch": 91, "iter": 2000, "lr": 0.00844, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9325, "top5_acc": 0.99375, "loss_cls": 1.1973, "loss": 1.1973, "time": 0.23415} {"mode": "train", "epoch": 91, "iter": 2100, "lr": 0.00843, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9325, "top5_acc": 0.99, "loss_cls": 1.16597, "loss": 1.16597, "time": 0.23356} {"mode": "train", "epoch": 91, "iter": 2200, "lr": 0.00842, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94062, "top5_acc": 0.99812, "loss_cls": 1.1404, "loss": 1.1404, "time": 0.23385} {"mode": "train", "epoch": 91, "iter": 2300, "lr": 0.00841, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.935, "top5_acc": 0.99062, "loss_cls": 1.16363, "loss": 1.16363, "time": 0.23414} {"mode": "train", "epoch": 91, "iter": 2400, "lr": 0.0084, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90938, "top5_acc": 0.99, "loss_cls": 1.27102, "loss": 1.27102, "time": 0.23429} {"mode": "train", "epoch": 91, "iter": 2500, "lr": 0.00839, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.90688, "top5_acc": 0.99375, "loss_cls": 1.27495, "loss": 1.27495, "time": 0.23419} {"mode": "val", "epoch": 91, "iter": 1031, "lr": 0.00839, "top1_acc": 0.86632, "top5_acc": 0.97907} {"mode": "train", "epoch": 92, "iter": 100, "lr": 0.00838, "memory": 6499, "data_time": 0.18317, "top1_acc": 0.93188, "top5_acc": 0.99312, "loss_cls": 1.19739, "loss": 1.19739, "time": 0.42035} {"mode": "train", "epoch": 92, "iter": 200, "lr": 0.00837, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.935, "top5_acc": 0.99562, "loss_cls": 1.14536, "loss": 1.14536, "time": 0.34995} {"mode": "train", "epoch": 92, "iter": 300, "lr": 0.00836, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93375, "top5_acc": 0.99125, "loss_cls": 1.18627, "loss": 1.18627, "time": 0.47262} {"mode": "train", "epoch": 92, "iter": 400, "lr": 0.00835, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92688, "top5_acc": 0.98938, "loss_cls": 1.1921, "loss": 1.1921, "time": 0.47127} {"mode": "train", "epoch": 92, "iter": 500, "lr": 0.00834, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.925, "top5_acc": 0.99375, "loss_cls": 1.19079, "loss": 1.19079, "time": 0.47301} {"mode": "train", "epoch": 92, "iter": 600, "lr": 0.00833, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.935, "top5_acc": 0.995, "loss_cls": 1.16126, "loss": 1.16126, "time": 0.47123} {"mode": "train", "epoch": 92, "iter": 700, "lr": 0.00832, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91938, "top5_acc": 0.99125, "loss_cls": 1.20301, "loss": 1.20301, "time": 0.47263} {"mode": "train", "epoch": 92, "iter": 800, "lr": 0.00831, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92562, "top5_acc": 0.99625, "loss_cls": 1.18554, "loss": 1.18554, "time": 0.47318} {"mode": "train", "epoch": 92, "iter": 900, "lr": 0.0083, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93938, "top5_acc": 0.99438, "loss_cls": 1.13069, "loss": 1.13069, "time": 0.47222} {"mode": "train", "epoch": 92, "iter": 1000, "lr": 0.00829, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93562, "top5_acc": 0.99562, "loss_cls": 1.16122, "loss": 1.16122, "time": 0.47259} {"mode": "train", "epoch": 92, "iter": 1100, "lr": 0.00828, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92688, "top5_acc": 0.9925, "loss_cls": 1.21579, "loss": 1.21579, "time": 0.47286} {"mode": "train", "epoch": 92, "iter": 1200, "lr": 0.00827, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.91812, "top5_acc": 0.995, "loss_cls": 1.21424, "loss": 1.21424, "time": 0.47245} {"mode": "train", "epoch": 92, "iter": 1300, "lr": 0.00826, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9175, "top5_acc": 0.99, "loss_cls": 1.2115, "loss": 1.2115, "time": 0.47297} {"mode": "train", "epoch": 92, "iter": 1400, "lr": 0.00825, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91875, "top5_acc": 0.99188, "loss_cls": 1.21693, "loss": 1.21693, "time": 0.47218} {"mode": "train", "epoch": 92, "iter": 1500, "lr": 0.00824, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91375, "top5_acc": 0.9875, "loss_cls": 1.24658, "loss": 1.24658, "time": 0.47069} {"mode": "train", "epoch": 92, "iter": 1600, "lr": 0.00823, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93, "top5_acc": 0.99375, "loss_cls": 1.18275, "loss": 1.18275, "time": 0.47286} {"mode": "train", "epoch": 92, "iter": 1700, "lr": 0.00822, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91688, "top5_acc": 0.99312, "loss_cls": 1.2173, "loss": 1.2173, "time": 0.4719} {"mode": "train", "epoch": 92, "iter": 1800, "lr": 0.00821, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.925, "top5_acc": 0.9925, "loss_cls": 1.22081, "loss": 1.22081, "time": 0.47363} {"mode": "train", "epoch": 92, "iter": 1900, "lr": 0.0082, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92, "top5_acc": 0.99188, "loss_cls": 1.2422, "loss": 1.2422, "time": 0.47264} {"mode": "train", "epoch": 92, "iter": 2000, "lr": 0.00819, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93, "top5_acc": 0.995, "loss_cls": 1.16846, "loss": 1.16846, "time": 0.47111} {"mode": "train", "epoch": 92, "iter": 2100, "lr": 0.00818, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.92875, "top5_acc": 0.99375, "loss_cls": 1.18899, "loss": 1.18899, "time": 0.47242} {"mode": "train", "epoch": 92, "iter": 2200, "lr": 0.00817, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92375, "top5_acc": 0.99438, "loss_cls": 1.17108, "loss": 1.17108, "time": 0.47116} {"mode": "train", "epoch": 92, "iter": 2300, "lr": 0.00816, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93875, "top5_acc": 0.99625, "loss_cls": 1.14522, "loss": 1.14522, "time": 0.47275} {"mode": "train", "epoch": 92, "iter": 2400, "lr": 0.00815, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.93062, "top5_acc": 0.99438, "loss_cls": 1.16499, "loss": 1.16499, "time": 0.47195} {"mode": "train", "epoch": 92, "iter": 2500, "lr": 0.00814, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92312, "top5_acc": 0.99188, "loss_cls": 1.2005, "loss": 1.2005, "time": 0.47282} {"mode": "val", "epoch": 92, "iter": 1031, "lr": 0.00814, "top1_acc": 0.85916, "top5_acc": 0.97768} {"mode": "train", "epoch": 93, "iter": 100, "lr": 0.00813, "memory": 6499, "data_time": 0.18024, "top1_acc": 0.92, "top5_acc": 0.9925, "loss_cls": 1.21841, "loss": 1.21841, "time": 0.62144} {"mode": "train", "epoch": 93, "iter": 200, "lr": 0.00812, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.92562, "top5_acc": 0.995, "loss_cls": 1.19351, "loss": 1.19351, "time": 0.34203} {"mode": "train", "epoch": 93, "iter": 300, "lr": 0.00811, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.945, "top5_acc": 0.99438, "loss_cls": 1.12331, "loss": 1.12331, "time": 0.47943} {"mode": "train", "epoch": 93, "iter": 400, "lr": 0.0081, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94562, "top5_acc": 0.99812, "loss_cls": 1.10181, "loss": 1.10181, "time": 0.47779} {"mode": "train", "epoch": 93, "iter": 500, "lr": 0.00809, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9325, "top5_acc": 0.99188, "loss_cls": 1.16555, "loss": 1.16555, "time": 0.47862} {"mode": "train", "epoch": 93, "iter": 600, "lr": 0.00808, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.9375, "top5_acc": 0.9975, "loss_cls": 1.15113, "loss": 1.15113, "time": 0.47895} {"mode": "train", "epoch": 93, "iter": 700, "lr": 0.00807, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92625, "top5_acc": 0.99438, "loss_cls": 1.18535, "loss": 1.18535, "time": 0.47868} {"mode": "train", "epoch": 93, "iter": 800, "lr": 0.00806, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92812, "top5_acc": 0.99625, "loss_cls": 1.18442, "loss": 1.18442, "time": 0.47859} {"mode": "train", "epoch": 93, "iter": 900, "lr": 0.00805, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93625, "top5_acc": 0.99375, "loss_cls": 1.1445, "loss": 1.1445, "time": 0.47834} {"mode": "train", "epoch": 93, "iter": 1000, "lr": 0.00805, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.935, "top5_acc": 0.99438, "loss_cls": 1.13805, "loss": 1.13805, "time": 0.47832} {"mode": "train", "epoch": 93, "iter": 1100, "lr": 0.00804, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93312, "top5_acc": 0.99312, "loss_cls": 1.17758, "loss": 1.17758, "time": 0.47837} {"mode": "train", "epoch": 93, "iter": 1200, "lr": 0.00803, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94312, "top5_acc": 0.99438, "loss_cls": 1.11961, "loss": 1.11961, "time": 0.47833} {"mode": "train", "epoch": 93, "iter": 1300, "lr": 0.00802, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92562, "top5_acc": 0.99375, "loss_cls": 1.21802, "loss": 1.21802, "time": 0.47859} {"mode": "train", "epoch": 93, "iter": 1400, "lr": 0.00801, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.925, "top5_acc": 0.995, "loss_cls": 1.21189, "loss": 1.21189, "time": 0.47774} {"mode": "train", "epoch": 93, "iter": 1500, "lr": 0.008, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9275, "top5_acc": 0.99438, "loss_cls": 1.17512, "loss": 1.17512, "time": 0.47795} {"mode": "train", "epoch": 93, "iter": 1600, "lr": 0.00799, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.935, "top5_acc": 0.99875, "loss_cls": 1.13607, "loss": 1.13607, "time": 0.47845} {"mode": "train", "epoch": 93, "iter": 1700, "lr": 0.00798, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93562, "top5_acc": 0.99438, "loss_cls": 1.17541, "loss": 1.17541, "time": 0.47854} {"mode": "train", "epoch": 93, "iter": 1800, "lr": 0.00797, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92812, "top5_acc": 0.99375, "loss_cls": 1.17299, "loss": 1.17299, "time": 0.47813} {"mode": "train", "epoch": 93, "iter": 1900, "lr": 0.00796, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93, "top5_acc": 0.9925, "loss_cls": 1.18102, "loss": 1.18102, "time": 0.47773} {"mode": "train", "epoch": 93, "iter": 2000, "lr": 0.00795, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92125, "top5_acc": 0.99125, "loss_cls": 1.23543, "loss": 1.23543, "time": 0.47833} {"mode": "train", "epoch": 93, "iter": 2100, "lr": 0.00794, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93125, "top5_acc": 0.99, "loss_cls": 1.16968, "loss": 1.16968, "time": 0.47795} {"mode": "train", "epoch": 93, "iter": 2200, "lr": 0.00793, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92375, "top5_acc": 0.99188, "loss_cls": 1.20456, "loss": 1.20456, "time": 0.47766} {"mode": "train", "epoch": 93, "iter": 2300, "lr": 0.00792, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91625, "top5_acc": 0.9925, "loss_cls": 1.23632, "loss": 1.23632, "time": 0.4787} {"mode": "train", "epoch": 93, "iter": 2400, "lr": 0.00791, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92625, "top5_acc": 0.99062, "loss_cls": 1.18906, "loss": 1.18906, "time": 0.47852} {"mode": "train", "epoch": 93, "iter": 2500, "lr": 0.0079, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93125, "top5_acc": 0.99125, "loss_cls": 1.17793, "loss": 1.17793, "time": 0.47827} {"mode": "val", "epoch": 93, "iter": 1031, "lr": 0.0079, "top1_acc": 0.87014, "top5_acc": 0.98089} {"mode": "train", "epoch": 94, "iter": 100, "lr": 0.00789, "memory": 6499, "data_time": 0.18566, "top1_acc": 0.93, "top5_acc": 0.99625, "loss_cls": 1.16766, "loss": 1.16766, "time": 0.63406} {"mode": "train", "epoch": 94, "iter": 200, "lr": 0.00788, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94062, "top5_acc": 0.9975, "loss_cls": 1.12624, "loss": 1.12624, "time": 0.32784} {"mode": "train", "epoch": 94, "iter": 300, "lr": 0.00787, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93062, "top5_acc": 0.99438, "loss_cls": 1.15282, "loss": 1.15282, "time": 0.47112} {"mode": "train", "epoch": 94, "iter": 400, "lr": 0.00786, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93688, "top5_acc": 0.99625, "loss_cls": 1.15549, "loss": 1.15549, "time": 0.47093} {"mode": "train", "epoch": 94, "iter": 500, "lr": 0.00785, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93438, "top5_acc": 0.99312, "loss_cls": 1.17986, "loss": 1.17986, "time": 0.47013} {"mode": "train", "epoch": 94, "iter": 600, "lr": 0.00784, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93625, "top5_acc": 0.99625, "loss_cls": 1.14188, "loss": 1.14188, "time": 0.47166} {"mode": "train", "epoch": 94, "iter": 700, "lr": 0.00783, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93625, "top5_acc": 0.995, "loss_cls": 1.15407, "loss": 1.15407, "time": 0.47147} {"mode": "train", "epoch": 94, "iter": 800, "lr": 0.00782, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9175, "top5_acc": 0.99438, "loss_cls": 1.24937, "loss": 1.24937, "time": 0.47205} {"mode": "train", "epoch": 94, "iter": 900, "lr": 0.00781, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92625, "top5_acc": 0.9925, "loss_cls": 1.18364, "loss": 1.18364, "time": 0.47139} {"mode": "train", "epoch": 94, "iter": 1000, "lr": 0.0078, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93, "top5_acc": 0.995, "loss_cls": 1.17371, "loss": 1.17371, "time": 0.47185} {"mode": "train", "epoch": 94, "iter": 1100, "lr": 0.00779, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93188, "top5_acc": 0.99688, "loss_cls": 1.16734, "loss": 1.16734, "time": 0.47092} {"mode": "train", "epoch": 94, "iter": 1200, "lr": 0.00778, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91812, "top5_acc": 0.99438, "loss_cls": 1.23742, "loss": 1.23742, "time": 0.47244} {"mode": "train", "epoch": 94, "iter": 1300, "lr": 0.00777, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94062, "top5_acc": 0.99438, "loss_cls": 1.13832, "loss": 1.13832, "time": 0.47143} {"mode": "train", "epoch": 94, "iter": 1400, "lr": 0.00776, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.93875, "top5_acc": 0.99438, "loss_cls": 1.14009, "loss": 1.14009, "time": 0.47074} {"mode": "train", "epoch": 94, "iter": 1500, "lr": 0.00775, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93438, "top5_acc": 0.99312, "loss_cls": 1.16686, "loss": 1.16686, "time": 0.4712} {"mode": "train", "epoch": 94, "iter": 1600, "lr": 0.00774, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9225, "top5_acc": 0.99188, "loss_cls": 1.21738, "loss": 1.21738, "time": 0.47151} {"mode": "train", "epoch": 94, "iter": 1700, "lr": 0.00773, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93125, "top5_acc": 0.995, "loss_cls": 1.16838, "loss": 1.16838, "time": 0.47254} {"mode": "train", "epoch": 94, "iter": 1800, "lr": 0.00772, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92875, "top5_acc": 0.99562, "loss_cls": 1.19462, "loss": 1.19462, "time": 0.47155} {"mode": "train", "epoch": 94, "iter": 1900, "lr": 0.00771, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9325, "top5_acc": 0.99188, "loss_cls": 1.18152, "loss": 1.18152, "time": 0.47204} {"mode": "train", "epoch": 94, "iter": 2000, "lr": 0.0077, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93875, "top5_acc": 0.99562, "loss_cls": 1.14125, "loss": 1.14125, "time": 0.47198} {"mode": "train", "epoch": 94, "iter": 2100, "lr": 0.0077, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.93938, "top5_acc": 0.99562, "loss_cls": 1.13716, "loss": 1.13716, "time": 0.46988} {"mode": "train", "epoch": 94, "iter": 2200, "lr": 0.00769, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.92188, "top5_acc": 0.99125, "loss_cls": 1.22091, "loss": 1.22091, "time": 0.47053} {"mode": "train", "epoch": 94, "iter": 2300, "lr": 0.00768, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92, "top5_acc": 0.99375, "loss_cls": 1.19016, "loss": 1.19016, "time": 0.47168} {"mode": "train", "epoch": 94, "iter": 2400, "lr": 0.00767, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.92062, "top5_acc": 0.995, "loss_cls": 1.23032, "loss": 1.23032, "time": 0.47101} {"mode": "train", "epoch": 94, "iter": 2500, "lr": 0.00766, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93938, "top5_acc": 0.995, "loss_cls": 1.1466, "loss": 1.1466, "time": 0.4722} {"mode": "val", "epoch": 94, "iter": 1031, "lr": 0.00766, "top1_acc": 0.87608, "top5_acc": 0.98047} {"mode": "train", "epoch": 95, "iter": 100, "lr": 0.00765, "memory": 6499, "data_time": 0.18377, "top1_acc": 0.93688, "top5_acc": 0.99312, "loss_cls": 1.1373, "loss": 1.1373, "time": 0.64021} {"mode": "train", "epoch": 95, "iter": 200, "lr": 0.00764, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.94688, "top5_acc": 0.99625, "loss_cls": 1.11148, "loss": 1.11148, "time": 0.31913} {"mode": "train", "epoch": 95, "iter": 300, "lr": 0.00763, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95125, "top5_acc": 0.99812, "loss_cls": 1.07887, "loss": 1.07887, "time": 0.47648} {"mode": "train", "epoch": 95, "iter": 400, "lr": 0.00762, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95125, "top5_acc": 0.99625, "loss_cls": 1.07619, "loss": 1.07619, "time": 0.47839} {"mode": "train", "epoch": 95, "iter": 500, "lr": 0.00761, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94188, "top5_acc": 0.995, "loss_cls": 1.1033, "loss": 1.1033, "time": 0.47783} {"mode": "train", "epoch": 95, "iter": 600, "lr": 0.0076, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93188, "top5_acc": 0.99688, "loss_cls": 1.1681, "loss": 1.1681, "time": 0.47808} {"mode": "train", "epoch": 95, "iter": 700, "lr": 0.00759, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9325, "top5_acc": 0.99625, "loss_cls": 1.1649, "loss": 1.1649, "time": 0.47836} {"mode": "train", "epoch": 95, "iter": 800, "lr": 0.00758, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94125, "top5_acc": 0.99562, "loss_cls": 1.09511, "loss": 1.09511, "time": 0.47856} {"mode": "train", "epoch": 95, "iter": 900, "lr": 0.00757, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94938, "top5_acc": 0.99438, "loss_cls": 1.1048, "loss": 1.1048, "time": 0.47817} {"mode": "train", "epoch": 95, "iter": 1000, "lr": 0.00756, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.93625, "top5_acc": 0.99375, "loss_cls": 1.13336, "loss": 1.13336, "time": 0.47783} {"mode": "train", "epoch": 95, "iter": 1100, "lr": 0.00755, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92688, "top5_acc": 0.99438, "loss_cls": 1.17591, "loss": 1.17591, "time": 0.4783} {"mode": "train", "epoch": 95, "iter": 1200, "lr": 0.00754, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92875, "top5_acc": 0.99562, "loss_cls": 1.17995, "loss": 1.17995, "time": 0.47848} {"mode": "train", "epoch": 95, "iter": 1300, "lr": 0.00753, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94188, "top5_acc": 0.99375, "loss_cls": 1.12195, "loss": 1.12195, "time": 0.47794} {"mode": "train", "epoch": 95, "iter": 1400, "lr": 0.00752, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.92688, "top5_acc": 0.9925, "loss_cls": 1.20023, "loss": 1.20023, "time": 0.47837} {"mode": "train", "epoch": 95, "iter": 1500, "lr": 0.00751, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92188, "top5_acc": 0.99375, "loss_cls": 1.22608, "loss": 1.22608, "time": 0.47796} {"mode": "train", "epoch": 95, "iter": 1600, "lr": 0.0075, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.92812, "top5_acc": 0.99312, "loss_cls": 1.18676, "loss": 1.18676, "time": 0.47803} {"mode": "train", "epoch": 95, "iter": 1700, "lr": 0.00749, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92938, "top5_acc": 0.995, "loss_cls": 1.18194, "loss": 1.18194, "time": 0.4785} {"mode": "train", "epoch": 95, "iter": 1800, "lr": 0.00748, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92688, "top5_acc": 0.99438, "loss_cls": 1.17979, "loss": 1.17979, "time": 0.47796} {"mode": "train", "epoch": 95, "iter": 1900, "lr": 0.00747, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93125, "top5_acc": 0.99812, "loss_cls": 1.18825, "loss": 1.18825, "time": 0.47808} {"mode": "train", "epoch": 95, "iter": 2000, "lr": 0.00746, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92812, "top5_acc": 0.99625, "loss_cls": 1.19027, "loss": 1.19027, "time": 0.47748} {"mode": "train", "epoch": 95, "iter": 2100, "lr": 0.00745, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93188, "top5_acc": 0.99562, "loss_cls": 1.17352, "loss": 1.17352, "time": 0.47791} {"mode": "train", "epoch": 95, "iter": 2200, "lr": 0.00745, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93562, "top5_acc": 0.99438, "loss_cls": 1.16552, "loss": 1.16552, "time": 0.47826} {"mode": "train", "epoch": 95, "iter": 2300, "lr": 0.00744, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9175, "top5_acc": 0.99562, "loss_cls": 1.21446, "loss": 1.21446, "time": 0.47831} {"mode": "train", "epoch": 95, "iter": 2400, "lr": 0.00743, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92688, "top5_acc": 0.99312, "loss_cls": 1.18826, "loss": 1.18826, "time": 0.47809} {"mode": "train", "epoch": 95, "iter": 2500, "lr": 0.00742, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9275, "top5_acc": 0.99375, "loss_cls": 1.20992, "loss": 1.20992, "time": 0.47849} {"mode": "val", "epoch": 95, "iter": 1031, "lr": 0.00742, "top1_acc": 0.88591, "top5_acc": 0.98223} {"mode": "train", "epoch": 96, "iter": 100, "lr": 0.00741, "memory": 6499, "data_time": 0.17967, "top1_acc": 0.94938, "top5_acc": 0.99562, "loss_cls": 1.0667, "loss": 1.0667, "time": 0.64866} {"mode": "train", "epoch": 96, "iter": 200, "lr": 0.0074, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94625, "top5_acc": 0.99562, "loss_cls": 1.11694, "loss": 1.11694, "time": 0.3108} {"mode": "train", "epoch": 96, "iter": 300, "lr": 0.00739, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93625, "top5_acc": 0.99688, "loss_cls": 1.1558, "loss": 1.1558, "time": 0.47085} {"mode": "train", "epoch": 96, "iter": 400, "lr": 0.00738, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94, "top5_acc": 0.9975, "loss_cls": 1.11741, "loss": 1.11741, "time": 0.47184} {"mode": "train", "epoch": 96, "iter": 500, "lr": 0.00737, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94438, "top5_acc": 0.99562, "loss_cls": 1.12156, "loss": 1.12156, "time": 0.47045} {"mode": "train", "epoch": 96, "iter": 600, "lr": 0.00736, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94562, "top5_acc": 0.99562, "loss_cls": 1.12273, "loss": 1.12273, "time": 0.47158} {"mode": "train", "epoch": 96, "iter": 700, "lr": 0.00735, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94125, "top5_acc": 0.99688, "loss_cls": 1.11932, "loss": 1.11932, "time": 0.47289} {"mode": "train", "epoch": 96, "iter": 800, "lr": 0.00734, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93812, "top5_acc": 0.99625, "loss_cls": 1.15105, "loss": 1.15105, "time": 0.47127} {"mode": "train", "epoch": 96, "iter": 900, "lr": 0.00733, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94062, "top5_acc": 0.99812, "loss_cls": 1.11448, "loss": 1.11448, "time": 0.47085} {"mode": "train", "epoch": 96, "iter": 1000, "lr": 0.00732, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94312, "top5_acc": 0.99562, "loss_cls": 1.13206, "loss": 1.13206, "time": 0.47117} {"mode": "train", "epoch": 96, "iter": 1100, "lr": 0.00731, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93562, "top5_acc": 0.995, "loss_cls": 1.16207, "loss": 1.16207, "time": 0.47101} {"mode": "train", "epoch": 96, "iter": 1200, "lr": 0.0073, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93375, "top5_acc": 0.995, "loss_cls": 1.15992, "loss": 1.15992, "time": 0.47169} {"mode": "train", "epoch": 96, "iter": 1300, "lr": 0.00729, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93938, "top5_acc": 0.995, "loss_cls": 1.13377, "loss": 1.13377, "time": 0.47074} {"mode": "train", "epoch": 96, "iter": 1400, "lr": 0.00728, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.935, "top5_acc": 0.99562, "loss_cls": 1.16409, "loss": 1.16409, "time": 0.47099} {"mode": "train", "epoch": 96, "iter": 1500, "lr": 0.00727, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.93875, "top5_acc": 0.99688, "loss_cls": 1.1637, "loss": 1.1637, "time": 0.47012} {"mode": "train", "epoch": 96, "iter": 1600, "lr": 0.00726, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94188, "top5_acc": 0.99125, "loss_cls": 1.10922, "loss": 1.10922, "time": 0.47054} {"mode": "train", "epoch": 96, "iter": 1700, "lr": 0.00725, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94, "top5_acc": 0.99562, "loss_cls": 1.13663, "loss": 1.13663, "time": 0.47005} {"mode": "train", "epoch": 96, "iter": 1800, "lr": 0.00724, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9375, "top5_acc": 0.99625, "loss_cls": 1.1315, "loss": 1.1315, "time": 0.47097} {"mode": "train", "epoch": 96, "iter": 1900, "lr": 0.00724, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92312, "top5_acc": 0.99562, "loss_cls": 1.19616, "loss": 1.19616, "time": 0.47067} {"mode": "train", "epoch": 96, "iter": 2000, "lr": 0.00723, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93062, "top5_acc": 0.99562, "loss_cls": 1.16246, "loss": 1.16246, "time": 0.47132} {"mode": "train", "epoch": 96, "iter": 2100, "lr": 0.00722, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93, "top5_acc": 0.99625, "loss_cls": 1.14549, "loss": 1.14549, "time": 0.47081} {"mode": "train", "epoch": 96, "iter": 2200, "lr": 0.00721, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94, "top5_acc": 0.99375, "loss_cls": 1.1219, "loss": 1.1219, "time": 0.47257} {"mode": "train", "epoch": 96, "iter": 2300, "lr": 0.0072, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92875, "top5_acc": 0.99312, "loss_cls": 1.18775, "loss": 1.18775, "time": 0.47049} {"mode": "train", "epoch": 96, "iter": 2400, "lr": 0.00719, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.945, "top5_acc": 0.995, "loss_cls": 1.09942, "loss": 1.09942, "time": 0.47056} {"mode": "train", "epoch": 96, "iter": 2500, "lr": 0.00718, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9275, "top5_acc": 0.99125, "loss_cls": 1.20134, "loss": 1.20134, "time": 0.47105} {"mode": "val", "epoch": 96, "iter": 1031, "lr": 0.00718, "top1_acc": 0.8736, "top5_acc": 0.98108} {"mode": "train", "epoch": 97, "iter": 100, "lr": 0.00717, "memory": 6499, "data_time": 0.18696, "top1_acc": 0.94625, "top5_acc": 0.99562, "loss_cls": 1.11609, "loss": 1.11609, "time": 0.66261} {"mode": "train", "epoch": 97, "iter": 200, "lr": 0.00716, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.94812, "top5_acc": 0.99688, "loss_cls": 1.11656, "loss": 1.11656, "time": 0.30825} {"mode": "train", "epoch": 97, "iter": 300, "lr": 0.00715, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95375, "top5_acc": 0.99625, "loss_cls": 1.06838, "loss": 1.06838, "time": 0.47308} {"mode": "train", "epoch": 97, "iter": 400, "lr": 0.00714, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94562, "top5_acc": 0.99438, "loss_cls": 1.11644, "loss": 1.11644, "time": 0.47188} {"mode": "train", "epoch": 97, "iter": 500, "lr": 0.00713, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.94812, "top5_acc": 0.99688, "loss_cls": 1.09798, "loss": 1.09798, "time": 0.47114} {"mode": "train", "epoch": 97, "iter": 600, "lr": 0.00712, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.93312, "top5_acc": 0.99562, "loss_cls": 1.17294, "loss": 1.17294, "time": 0.47115} {"mode": "train", "epoch": 97, "iter": 700, "lr": 0.00711, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.93688, "top5_acc": 0.99438, "loss_cls": 1.16023, "loss": 1.16023, "time": 0.47052} {"mode": "train", "epoch": 97, "iter": 800, "lr": 0.0071, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9375, "top5_acc": 0.99688, "loss_cls": 1.16967, "loss": 1.16967, "time": 0.47063} {"mode": "train", "epoch": 97, "iter": 900, "lr": 0.00709, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93625, "top5_acc": 0.9975, "loss_cls": 1.14448, "loss": 1.14448, "time": 0.47209} {"mode": "train", "epoch": 97, "iter": 1000, "lr": 0.00708, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93312, "top5_acc": 0.99562, "loss_cls": 1.17157, "loss": 1.17157, "time": 0.47261} {"mode": "train", "epoch": 97, "iter": 1100, "lr": 0.00707, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93875, "top5_acc": 0.99688, "loss_cls": 1.12644, "loss": 1.12644, "time": 0.47131} {"mode": "train", "epoch": 97, "iter": 1200, "lr": 0.00706, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.94, "top5_acc": 0.9925, "loss_cls": 1.14127, "loss": 1.14127, "time": 0.47162} {"mode": "train", "epoch": 97, "iter": 1300, "lr": 0.00706, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94625, "top5_acc": 0.9975, "loss_cls": 1.09913, "loss": 1.09913, "time": 0.47136} {"mode": "train", "epoch": 97, "iter": 1400, "lr": 0.00705, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93875, "top5_acc": 0.99562, "loss_cls": 1.13506, "loss": 1.13506, "time": 0.47112} {"mode": "train", "epoch": 97, "iter": 1500, "lr": 0.00704, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93312, "top5_acc": 0.99438, "loss_cls": 1.16253, "loss": 1.16253, "time": 0.47143} {"mode": "train", "epoch": 97, "iter": 1600, "lr": 0.00703, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95, "top5_acc": 0.99312, "loss_cls": 1.09212, "loss": 1.09212, "time": 0.47092} {"mode": "train", "epoch": 97, "iter": 1700, "lr": 0.00702, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94, "top5_acc": 0.99625, "loss_cls": 1.15574, "loss": 1.15574, "time": 0.47108} {"mode": "train", "epoch": 97, "iter": 1800, "lr": 0.00701, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92375, "top5_acc": 0.995, "loss_cls": 1.20625, "loss": 1.20625, "time": 0.4702} {"mode": "train", "epoch": 97, "iter": 1900, "lr": 0.007, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93312, "top5_acc": 0.99688, "loss_cls": 1.16466, "loss": 1.16466, "time": 0.47057} {"mode": "train", "epoch": 97, "iter": 2000, "lr": 0.00699, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.93938, "top5_acc": 0.99438, "loss_cls": 1.12771, "loss": 1.12771, "time": 0.47203} {"mode": "train", "epoch": 97, "iter": 2100, "lr": 0.00698, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.945, "top5_acc": 0.99562, "loss_cls": 1.10786, "loss": 1.10786, "time": 0.47124} {"mode": "train", "epoch": 97, "iter": 2200, "lr": 0.00697, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93562, "top5_acc": 0.99625, "loss_cls": 1.15264, "loss": 1.15264, "time": 0.47222} {"mode": "train", "epoch": 97, "iter": 2300, "lr": 0.00696, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93875, "top5_acc": 0.995, "loss_cls": 1.1525, "loss": 1.1525, "time": 0.47167} {"mode": "train", "epoch": 97, "iter": 2400, "lr": 0.00695, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.94438, "top5_acc": 0.9975, "loss_cls": 1.1243, "loss": 1.1243, "time": 0.47069} {"mode": "train", "epoch": 97, "iter": 2500, "lr": 0.00694, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9375, "top5_acc": 0.99438, "loss_cls": 1.16523, "loss": 1.16523, "time": 0.47085} {"mode": "val", "epoch": 97, "iter": 1031, "lr": 0.00694, "top1_acc": 0.87311, "top5_acc": 0.98035} {"mode": "train", "epoch": 98, "iter": 100, "lr": 0.00693, "memory": 6499, "data_time": 0.18226, "top1_acc": 0.9375, "top5_acc": 0.99625, "loss_cls": 1.13419, "loss": 1.13419, "time": 0.66775} {"mode": "train", "epoch": 98, "iter": 200, "lr": 0.00692, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95062, "top5_acc": 0.99562, "loss_cls": 1.10386, "loss": 1.10386, "time": 0.28483} {"mode": "train", "epoch": 98, "iter": 300, "lr": 0.00691, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.95875, "top5_acc": 0.99562, "loss_cls": 1.02246, "loss": 1.02246, "time": 0.47155} {"mode": "train", "epoch": 98, "iter": 400, "lr": 0.0069, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.94688, "top5_acc": 0.9975, "loss_cls": 1.09834, "loss": 1.09834, "time": 0.47102} {"mode": "train", "epoch": 98, "iter": 500, "lr": 0.0069, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95312, "top5_acc": 0.99812, "loss_cls": 1.07804, "loss": 1.07804, "time": 0.47262} {"mode": "train", "epoch": 98, "iter": 600, "lr": 0.00689, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94438, "top5_acc": 0.9925, "loss_cls": 1.10568, "loss": 1.10568, "time": 0.47135} {"mode": "train", "epoch": 98, "iter": 700, "lr": 0.00688, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.93938, "top5_acc": 0.99875, "loss_cls": 1.11966, "loss": 1.11966, "time": 0.47209} {"mode": "train", "epoch": 98, "iter": 800, "lr": 0.00687, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95, "top5_acc": 0.99625, "loss_cls": 1.09394, "loss": 1.09394, "time": 0.46981} {"mode": "train", "epoch": 98, "iter": 900, "lr": 0.00686, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94875, "top5_acc": 0.99562, "loss_cls": 1.10161, "loss": 1.10161, "time": 0.47133} {"mode": "train", "epoch": 98, "iter": 1000, "lr": 0.00685, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93, "top5_acc": 0.99438, "loss_cls": 1.16829, "loss": 1.16829, "time": 0.47246} {"mode": "train", "epoch": 98, "iter": 1100, "lr": 0.00684, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.93438, "top5_acc": 0.99438, "loss_cls": 1.14839, "loss": 1.14839, "time": 0.47015} {"mode": "train", "epoch": 98, "iter": 1200, "lr": 0.00683, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93188, "top5_acc": 0.99625, "loss_cls": 1.18559, "loss": 1.18559, "time": 0.4705} {"mode": "train", "epoch": 98, "iter": 1300, "lr": 0.00682, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94, "top5_acc": 0.99562, "loss_cls": 1.12631, "loss": 1.12631, "time": 0.47216} {"mode": "train", "epoch": 98, "iter": 1400, "lr": 0.00681, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93812, "top5_acc": 0.99812, "loss_cls": 1.11962, "loss": 1.11962, "time": 0.47033} {"mode": "train", "epoch": 98, "iter": 1500, "lr": 0.0068, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93375, "top5_acc": 0.9975, "loss_cls": 1.14987, "loss": 1.14987, "time": 0.4716} {"mode": "train", "epoch": 98, "iter": 1600, "lr": 0.00679, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93625, "top5_acc": 0.99562, "loss_cls": 1.14362, "loss": 1.14362, "time": 0.47188} {"mode": "train", "epoch": 98, "iter": 1700, "lr": 0.00678, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93125, "top5_acc": 0.99438, "loss_cls": 1.17902, "loss": 1.17902, "time": 0.47201} {"mode": "train", "epoch": 98, "iter": 1800, "lr": 0.00677, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93312, "top5_acc": 0.99375, "loss_cls": 1.16053, "loss": 1.16053, "time": 0.47252} {"mode": "train", "epoch": 98, "iter": 1900, "lr": 0.00677, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.93875, "top5_acc": 0.99562, "loss_cls": 1.14053, "loss": 1.14053, "time": 0.47138} {"mode": "train", "epoch": 98, "iter": 2000, "lr": 0.00676, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94375, "top5_acc": 0.995, "loss_cls": 1.12018, "loss": 1.12018, "time": 0.47155} {"mode": "train", "epoch": 98, "iter": 2100, "lr": 0.00675, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94, "top5_acc": 0.99312, "loss_cls": 1.12595, "loss": 1.12595, "time": 0.47256} {"mode": "train", "epoch": 98, "iter": 2200, "lr": 0.00674, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93938, "top5_acc": 0.99938, "loss_cls": 1.14583, "loss": 1.14583, "time": 0.47066} {"mode": "train", "epoch": 98, "iter": 2300, "lr": 0.00673, "memory": 6499, "data_time": 0.00046, "top1_acc": 0.93688, "top5_acc": 0.995, "loss_cls": 1.14945, "loss": 1.14945, "time": 0.47193} {"mode": "train", "epoch": 98, "iter": 2400, "lr": 0.00672, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.93688, "top5_acc": 0.99562, "loss_cls": 1.12332, "loss": 1.12332, "time": 0.46937} {"mode": "train", "epoch": 98, "iter": 2500, "lr": 0.00671, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92062, "top5_acc": 0.99688, "loss_cls": 1.19912, "loss": 1.19912, "time": 0.47166} {"mode": "val", "epoch": 98, "iter": 1031, "lr": 0.00671, "top1_acc": 0.87372, "top5_acc": 0.98053} {"mode": "train", "epoch": 99, "iter": 100, "lr": 0.0067, "memory": 6499, "data_time": 0.18539, "top1_acc": 0.94438, "top5_acc": 0.99688, "loss_cls": 1.11737, "loss": 1.11737, "time": 0.69336} {"mode": "train", "epoch": 99, "iter": 200, "lr": 0.00669, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.94188, "top5_acc": 0.99688, "loss_cls": 1.12444, "loss": 1.12444, "time": 0.27554} {"mode": "train", "epoch": 99, "iter": 300, "lr": 0.00668, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95688, "top5_acc": 0.99812, "loss_cls": 1.03951, "loss": 1.03951, "time": 0.47061} {"mode": "train", "epoch": 99, "iter": 400, "lr": 0.00667, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94562, "top5_acc": 0.995, "loss_cls": 1.09837, "loss": 1.09837, "time": 0.47095} {"mode": "train", "epoch": 99, "iter": 500, "lr": 0.00666, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.9475, "top5_acc": 0.99812, "loss_cls": 1.07997, "loss": 1.07997, "time": 0.47151} {"mode": "train", "epoch": 99, "iter": 600, "lr": 0.00665, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95562, "top5_acc": 0.99812, "loss_cls": 1.05559, "loss": 1.05559, "time": 0.4719} {"mode": "train", "epoch": 99, "iter": 700, "lr": 0.00664, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95688, "top5_acc": 0.99625, "loss_cls": 1.07346, "loss": 1.07346, "time": 0.47092} {"mode": "train", "epoch": 99, "iter": 800, "lr": 0.00663, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94625, "top5_acc": 0.99562, "loss_cls": 1.09555, "loss": 1.09555, "time": 0.47163} {"mode": "train", "epoch": 99, "iter": 900, "lr": 0.00663, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.96188, "top5_acc": 0.99812, "loss_cls": 1.05247, "loss": 1.05247, "time": 0.47162} {"mode": "train", "epoch": 99, "iter": 1000, "lr": 0.00662, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94562, "top5_acc": 0.99688, "loss_cls": 1.09339, "loss": 1.09339, "time": 0.47047} {"mode": "train", "epoch": 99, "iter": 1100, "lr": 0.00661, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.92688, "top5_acc": 0.995, "loss_cls": 1.18129, "loss": 1.18129, "time": 0.47196} {"mode": "train", "epoch": 99, "iter": 1200, "lr": 0.0066, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.94062, "top5_acc": 0.99562, "loss_cls": 1.11612, "loss": 1.11612, "time": 0.47127} {"mode": "train", "epoch": 99, "iter": 1300, "lr": 0.00659, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93688, "top5_acc": 0.99312, "loss_cls": 1.15156, "loss": 1.15156, "time": 0.47102} {"mode": "train", "epoch": 99, "iter": 1400, "lr": 0.00658, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94125, "top5_acc": 0.99688, "loss_cls": 1.14281, "loss": 1.14281, "time": 0.47185} {"mode": "train", "epoch": 99, "iter": 1500, "lr": 0.00657, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93875, "top5_acc": 0.99688, "loss_cls": 1.12357, "loss": 1.12357, "time": 0.47123} {"mode": "train", "epoch": 99, "iter": 1600, "lr": 0.00656, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93125, "top5_acc": 0.99688, "loss_cls": 1.18685, "loss": 1.18685, "time": 0.47197} {"mode": "train", "epoch": 99, "iter": 1700, "lr": 0.00655, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92938, "top5_acc": 0.99438, "loss_cls": 1.20535, "loss": 1.20535, "time": 0.47173} {"mode": "train", "epoch": 99, "iter": 1800, "lr": 0.00654, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93625, "top5_acc": 0.99438, "loss_cls": 1.14645, "loss": 1.14645, "time": 0.47103} {"mode": "train", "epoch": 99, "iter": 1900, "lr": 0.00653, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.94375, "top5_acc": 0.99625, "loss_cls": 1.13971, "loss": 1.13971, "time": 0.4726} {"mode": "train", "epoch": 99, "iter": 2000, "lr": 0.00652, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93312, "top5_acc": 0.99438, "loss_cls": 1.1411, "loss": 1.1411, "time": 0.4704} {"mode": "train", "epoch": 99, "iter": 2100, "lr": 0.00652, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94375, "top5_acc": 0.99625, "loss_cls": 1.10322, "loss": 1.10322, "time": 0.47087} {"mode": "train", "epoch": 99, "iter": 2200, "lr": 0.00651, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93625, "top5_acc": 0.99688, "loss_cls": 1.15015, "loss": 1.15015, "time": 0.47164} {"mode": "train", "epoch": 99, "iter": 2300, "lr": 0.0065, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93812, "top5_acc": 0.9925, "loss_cls": 1.16739, "loss": 1.16739, "time": 0.47204} {"mode": "train", "epoch": 99, "iter": 2400, "lr": 0.00649, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93875, "top5_acc": 0.99375, "loss_cls": 1.13726, "loss": 1.13726, "time": 0.4706} {"mode": "train", "epoch": 99, "iter": 2500, "lr": 0.00648, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9325, "top5_acc": 0.99625, "loss_cls": 1.13868, "loss": 1.13868, "time": 0.47141} {"mode": "val", "epoch": 99, "iter": 1031, "lr": 0.00648, "top1_acc": 0.87305, "top5_acc": 0.98114} {"mode": "train", "epoch": 100, "iter": 100, "lr": 0.00647, "memory": 6499, "data_time": 0.18373, "top1_acc": 0.95125, "top5_acc": 0.99812, "loss_cls": 1.0564, "loss": 1.0564, "time": 0.69374} {"mode": "train", "epoch": 100, "iter": 200, "lr": 0.00646, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95875, "top5_acc": 0.99812, "loss_cls": 1.03285, "loss": 1.03285, "time": 0.26935} {"mode": "train", "epoch": 100, "iter": 300, "lr": 0.00645, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.94438, "top5_acc": 0.99688, "loss_cls": 1.1104, "loss": 1.1104, "time": 0.47795} {"mode": "train", "epoch": 100, "iter": 400, "lr": 0.00644, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96, "top5_acc": 0.995, "loss_cls": 1.06487, "loss": 1.06487, "time": 0.47857} {"mode": "train", "epoch": 100, "iter": 500, "lr": 0.00643, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.935, "top5_acc": 0.99625, "loss_cls": 1.13919, "loss": 1.13919, "time": 0.47831} {"mode": "train", "epoch": 100, "iter": 600, "lr": 0.00642, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95, "top5_acc": 0.99625, "loss_cls": 1.10572, "loss": 1.10572, "time": 0.47833} {"mode": "train", "epoch": 100, "iter": 700, "lr": 0.00641, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95312, "top5_acc": 0.99812, "loss_cls": 1.08402, "loss": 1.08402, "time": 0.47792} {"mode": "train", "epoch": 100, "iter": 800, "lr": 0.00641, "memory": 6499, "data_time": 0.00053, "top1_acc": 0.94312, "top5_acc": 0.99562, "loss_cls": 1.10839, "loss": 1.10839, "time": 0.47889} {"mode": "train", "epoch": 100, "iter": 900, "lr": 0.0064, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94688, "top5_acc": 0.995, "loss_cls": 1.10248, "loss": 1.10248, "time": 0.47852} {"mode": "train", "epoch": 100, "iter": 1000, "lr": 0.00639, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.945, "top5_acc": 0.9975, "loss_cls": 1.10877, "loss": 1.10877, "time": 0.47866} {"mode": "train", "epoch": 100, "iter": 1100, "lr": 0.00638, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.945, "top5_acc": 0.99625, "loss_cls": 1.0972, "loss": 1.0972, "time": 0.47832} {"mode": "train", "epoch": 100, "iter": 1200, "lr": 0.00637, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94438, "top5_acc": 0.99812, "loss_cls": 1.13922, "loss": 1.13922, "time": 0.47844} {"mode": "train", "epoch": 100, "iter": 1300, "lr": 0.00636, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96062, "top5_acc": 0.99688, "loss_cls": 1.02065, "loss": 1.02065, "time": 0.47845} {"mode": "train", "epoch": 100, "iter": 1400, "lr": 0.00635, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95125, "top5_acc": 0.99938, "loss_cls": 1.07356, "loss": 1.07356, "time": 0.47781} {"mode": "train", "epoch": 100, "iter": 1500, "lr": 0.00634, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95062, "top5_acc": 0.995, "loss_cls": 1.10263, "loss": 1.10263, "time": 0.47845} {"mode": "train", "epoch": 100, "iter": 1600, "lr": 0.00633, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.94812, "top5_acc": 0.995, "loss_cls": 1.10195, "loss": 1.10195, "time": 0.47817} {"mode": "train", "epoch": 100, "iter": 1700, "lr": 0.00632, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.945, "top5_acc": 0.99688, "loss_cls": 1.09529, "loss": 1.09529, "time": 0.47873} {"mode": "train", "epoch": 100, "iter": 1800, "lr": 0.00631, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9375, "top5_acc": 0.99375, "loss_cls": 1.14719, "loss": 1.14719, "time": 0.4785} {"mode": "train", "epoch": 100, "iter": 1900, "lr": 0.0063, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94125, "top5_acc": 0.9925, "loss_cls": 1.11924, "loss": 1.11924, "time": 0.47817} {"mode": "train", "epoch": 100, "iter": 2000, "lr": 0.0063, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9425, "top5_acc": 0.995, "loss_cls": 1.12175, "loss": 1.12175, "time": 0.47876} {"mode": "train", "epoch": 100, "iter": 2100, "lr": 0.00629, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.935, "top5_acc": 0.99562, "loss_cls": 1.16799, "loss": 1.16799, "time": 0.47839} {"mode": "train", "epoch": 100, "iter": 2200, "lr": 0.00628, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93938, "top5_acc": 0.99438, "loss_cls": 1.15214, "loss": 1.15214, "time": 0.47781} {"mode": "train", "epoch": 100, "iter": 2300, "lr": 0.00627, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94438, "top5_acc": 0.99625, "loss_cls": 1.10856, "loss": 1.10856, "time": 0.4781} {"mode": "train", "epoch": 100, "iter": 2400, "lr": 0.00626, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93688, "top5_acc": 0.99375, "loss_cls": 1.14797, "loss": 1.14797, "time": 0.47875} {"mode": "train", "epoch": 100, "iter": 2500, "lr": 0.00625, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93438, "top5_acc": 0.99688, "loss_cls": 1.15174, "loss": 1.15174, "time": 0.47855} {"mode": "val", "epoch": 100, "iter": 1031, "lr": 0.00625, "top1_acc": 0.86159, "top5_acc": 0.97907} {"mode": "train", "epoch": 101, "iter": 100, "lr": 0.00624, "memory": 6499, "data_time": 0.18, "top1_acc": 0.95875, "top5_acc": 0.99625, "loss_cls": 1.02781, "loss": 1.02781, "time": 0.68998} {"mode": "train", "epoch": 101, "iter": 200, "lr": 0.00623, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.9575, "top5_acc": 0.99688, "loss_cls": 1.04676, "loss": 1.04676, "time": 0.2733} {"mode": "train", "epoch": 101, "iter": 300, "lr": 0.00622, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9675, "top5_acc": 0.99812, "loss_cls": 1.03793, "loss": 1.03793, "time": 0.47779} {"mode": "train", "epoch": 101, "iter": 400, "lr": 0.00621, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95438, "top5_acc": 0.9975, "loss_cls": 1.06212, "loss": 1.06212, "time": 0.47837} {"mode": "train", "epoch": 101, "iter": 500, "lr": 0.0062, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.95812, "top5_acc": 0.9975, "loss_cls": 1.0523, "loss": 1.0523, "time": 0.47778} {"mode": "train", "epoch": 101, "iter": 600, "lr": 0.0062, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.94812, "top5_acc": 0.99688, "loss_cls": 1.10346, "loss": 1.10346, "time": 0.47796} {"mode": "train", "epoch": 101, "iter": 700, "lr": 0.00619, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94875, "top5_acc": 0.99875, "loss_cls": 1.09239, "loss": 1.09239, "time": 0.47853} {"mode": "train", "epoch": 101, "iter": 800, "lr": 0.00618, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9525, "top5_acc": 0.99625, "loss_cls": 1.08275, "loss": 1.08275, "time": 0.47862} {"mode": "train", "epoch": 101, "iter": 900, "lr": 0.00617, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95125, "top5_acc": 0.99625, "loss_cls": 1.08166, "loss": 1.08166, "time": 0.47862} {"mode": "train", "epoch": 101, "iter": 1000, "lr": 0.00616, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95625, "top5_acc": 0.99312, "loss_cls": 1.04625, "loss": 1.04625, "time": 0.4786} {"mode": "train", "epoch": 101, "iter": 1100, "lr": 0.00615, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95562, "top5_acc": 0.995, "loss_cls": 1.07604, "loss": 1.07604, "time": 0.47788} {"mode": "train", "epoch": 101, "iter": 1200, "lr": 0.00614, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94562, "top5_acc": 0.9975, "loss_cls": 1.09964, "loss": 1.09964, "time": 0.47813} {"mode": "train", "epoch": 101, "iter": 1300, "lr": 0.00613, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95625, "top5_acc": 0.99688, "loss_cls": 1.0783, "loss": 1.0783, "time": 0.4782} {"mode": "train", "epoch": 101, "iter": 1400, "lr": 0.00612, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95375, "top5_acc": 0.995, "loss_cls": 1.07833, "loss": 1.07833, "time": 0.47801} {"mode": "train", "epoch": 101, "iter": 1500, "lr": 0.00611, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95312, "top5_acc": 0.99562, "loss_cls": 1.07698, "loss": 1.07698, "time": 0.47835} {"mode": "train", "epoch": 101, "iter": 1600, "lr": 0.00611, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.955, "top5_acc": 0.9975, "loss_cls": 1.05699, "loss": 1.05699, "time": 0.47802} {"mode": "train", "epoch": 101, "iter": 1700, "lr": 0.0061, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94438, "top5_acc": 0.995, "loss_cls": 1.11311, "loss": 1.11311, "time": 0.47825} {"mode": "train", "epoch": 101, "iter": 1800, "lr": 0.00609, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94688, "top5_acc": 0.99562, "loss_cls": 1.1235, "loss": 1.1235, "time": 0.47811} {"mode": "train", "epoch": 101, "iter": 1900, "lr": 0.00608, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.93688, "top5_acc": 0.99438, "loss_cls": 1.14794, "loss": 1.14794, "time": 0.47805} {"mode": "train", "epoch": 101, "iter": 2000, "lr": 0.00607, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94062, "top5_acc": 0.99688, "loss_cls": 1.11482, "loss": 1.11482, "time": 0.47845} {"mode": "train", "epoch": 101, "iter": 2100, "lr": 0.00606, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9325, "top5_acc": 0.995, "loss_cls": 1.18896, "loss": 1.18896, "time": 0.47792} {"mode": "train", "epoch": 101, "iter": 2200, "lr": 0.00605, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95375, "top5_acc": 0.99625, "loss_cls": 1.08528, "loss": 1.08528, "time": 0.47837} {"mode": "train", "epoch": 101, "iter": 2300, "lr": 0.00604, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.945, "top5_acc": 0.99438, "loss_cls": 1.10098, "loss": 1.10098, "time": 0.4779} {"mode": "train", "epoch": 101, "iter": 2400, "lr": 0.00603, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.94188, "top5_acc": 0.99438, "loss_cls": 1.1018, "loss": 1.1018, "time": 0.47832} {"mode": "train", "epoch": 101, "iter": 2500, "lr": 0.00603, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.94438, "top5_acc": 0.99688, "loss_cls": 1.10017, "loss": 1.10017, "time": 0.47804} {"mode": "val", "epoch": 101, "iter": 1031, "lr": 0.00602, "top1_acc": 0.87536, "top5_acc": 0.98211} {"mode": "train", "epoch": 102, "iter": 100, "lr": 0.00602, "memory": 6499, "data_time": 0.18167, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 1.02602, "loss": 1.02602, "time": 0.69017} {"mode": "train", "epoch": 102, "iter": 200, "lr": 0.00601, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.96, "top5_acc": 0.99812, "loss_cls": 1.04293, "loss": 1.04293, "time": 0.27766} {"mode": "train", "epoch": 102, "iter": 300, "lr": 0.006, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95812, "top5_acc": 0.9975, "loss_cls": 1.06655, "loss": 1.06655, "time": 0.47174} {"mode": "train", "epoch": 102, "iter": 400, "lr": 0.00599, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9575, "top5_acc": 0.9975, "loss_cls": 1.04629, "loss": 1.04629, "time": 0.47832} {"mode": "train", "epoch": 102, "iter": 500, "lr": 0.00598, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94875, "top5_acc": 0.995, "loss_cls": 1.07804, "loss": 1.07804, "time": 0.47797} {"mode": "train", "epoch": 102, "iter": 600, "lr": 0.00597, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95375, "top5_acc": 0.99625, "loss_cls": 1.06292, "loss": 1.06292, "time": 0.47764} {"mode": "train", "epoch": 102, "iter": 700, "lr": 0.00596, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95125, "top5_acc": 0.9975, "loss_cls": 1.08474, "loss": 1.08474, "time": 0.47791} {"mode": "train", "epoch": 102, "iter": 800, "lr": 0.00595, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93688, "top5_acc": 0.99625, "loss_cls": 1.12176, "loss": 1.12176, "time": 0.47799} {"mode": "train", "epoch": 102, "iter": 900, "lr": 0.00594, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95688, "top5_acc": 0.9975, "loss_cls": 1.07091, "loss": 1.07091, "time": 0.47778} {"mode": "train", "epoch": 102, "iter": 1000, "lr": 0.00594, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94875, "top5_acc": 0.99812, "loss_cls": 1.08145, "loss": 1.08145, "time": 0.47808} {"mode": "train", "epoch": 102, "iter": 1100, "lr": 0.00593, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.955, "top5_acc": 0.99688, "loss_cls": 1.06933, "loss": 1.06933, "time": 0.47784} {"mode": "train", "epoch": 102, "iter": 1200, "lr": 0.00592, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95938, "top5_acc": 0.99938, "loss_cls": 1.0365, "loss": 1.0365, "time": 0.47808} {"mode": "train", "epoch": 102, "iter": 1300, "lr": 0.00591, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94812, "top5_acc": 0.99688, "loss_cls": 1.09251, "loss": 1.09251, "time": 0.47802} {"mode": "train", "epoch": 102, "iter": 1400, "lr": 0.0059, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.95562, "top5_acc": 0.99562, "loss_cls": 1.06864, "loss": 1.06864, "time": 0.47754} {"mode": "train", "epoch": 102, "iter": 1500, "lr": 0.00589, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95188, "top5_acc": 0.99688, "loss_cls": 1.08342, "loss": 1.08342, "time": 0.47803} {"mode": "train", "epoch": 102, "iter": 1600, "lr": 0.00588, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94625, "top5_acc": 0.99812, "loss_cls": 1.09762, "loss": 1.09762, "time": 0.47775} {"mode": "train", "epoch": 102, "iter": 1700, "lr": 0.00587, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.95812, "top5_acc": 0.9975, "loss_cls": 1.03757, "loss": 1.03757, "time": 0.4775} {"mode": "train", "epoch": 102, "iter": 1800, "lr": 0.00586, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9525, "top5_acc": 0.99562, "loss_cls": 1.05168, "loss": 1.05168, "time": 0.47775} {"mode": "train", "epoch": 102, "iter": 1900, "lr": 0.00586, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95625, "top5_acc": 0.99688, "loss_cls": 1.0762, "loss": 1.0762, "time": 0.47786} {"mode": "train", "epoch": 102, "iter": 2000, "lr": 0.00585, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.94312, "top5_acc": 0.9975, "loss_cls": 1.09672, "loss": 1.09672, "time": 0.4774} {"mode": "train", "epoch": 102, "iter": 2100, "lr": 0.00584, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95625, "top5_acc": 0.9975, "loss_cls": 1.06272, "loss": 1.06272, "time": 0.47793} {"mode": "train", "epoch": 102, "iter": 2200, "lr": 0.00583, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.935, "top5_acc": 0.99625, "loss_cls": 1.16797, "loss": 1.16797, "time": 0.47793} {"mode": "train", "epoch": 102, "iter": 2300, "lr": 0.00582, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93375, "top5_acc": 0.99438, "loss_cls": 1.16042, "loss": 1.16042, "time": 0.47797} {"mode": "train", "epoch": 102, "iter": 2400, "lr": 0.00581, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.94125, "top5_acc": 0.99438, "loss_cls": 1.12886, "loss": 1.12886, "time": 0.4778} {"mode": "train", "epoch": 102, "iter": 2500, "lr": 0.0058, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95688, "top5_acc": 0.9975, "loss_cls": 1.08238, "loss": 1.08238, "time": 0.47803} {"mode": "val", "epoch": 102, "iter": 1031, "lr": 0.0058, "top1_acc": 0.88239, "top5_acc": 0.98162} {"mode": "train", "epoch": 103, "iter": 100, "lr": 0.00579, "memory": 6499, "data_time": 0.18321, "top1_acc": 0.95062, "top5_acc": 0.99812, "loss_cls": 1.07903, "loss": 1.07903, "time": 0.69137} {"mode": "train", "epoch": 103, "iter": 200, "lr": 0.00578, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9575, "top5_acc": 0.99938, "loss_cls": 1.04882, "loss": 1.04882, "time": 0.30769} {"mode": "train", "epoch": 103, "iter": 300, "lr": 0.00578, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.95688, "top5_acc": 0.9975, "loss_cls": 1.08862, "loss": 1.08862, "time": 0.44626} {"mode": "train", "epoch": 103, "iter": 400, "lr": 0.00577, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.95312, "top5_acc": 0.99625, "loss_cls": 1.05373, "loss": 1.05373, "time": 0.47777} {"mode": "train", "epoch": 103, "iter": 500, "lr": 0.00576, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9575, "top5_acc": 0.99812, "loss_cls": 1.03684, "loss": 1.03684, "time": 0.47764} {"mode": "train", "epoch": 103, "iter": 600, "lr": 0.00575, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.95938, "top5_acc": 0.99625, "loss_cls": 1.06177, "loss": 1.06177, "time": 0.4774} {"mode": "train", "epoch": 103, "iter": 700, "lr": 0.00574, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9525, "top5_acc": 0.99688, "loss_cls": 1.06848, "loss": 1.06848, "time": 0.47856} {"mode": "train", "epoch": 103, "iter": 800, "lr": 0.00573, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96562, "top5_acc": 0.99875, "loss_cls": 1.01888, "loss": 1.01888, "time": 0.47784} {"mode": "train", "epoch": 103, "iter": 900, "lr": 0.00572, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95125, "top5_acc": 0.9975, "loss_cls": 1.07664, "loss": 1.07664, "time": 0.47786} {"mode": "train", "epoch": 103, "iter": 1000, "lr": 0.00571, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.96, "top5_acc": 0.99875, "loss_cls": 1.04123, "loss": 1.04123, "time": 0.47809} {"mode": "train", "epoch": 103, "iter": 1100, "lr": 0.00571, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96812, "top5_acc": 0.99812, "loss_cls": 1.01957, "loss": 1.01957, "time": 0.47757} {"mode": "train", "epoch": 103, "iter": 1200, "lr": 0.0057, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9575, "top5_acc": 0.9975, "loss_cls": 1.0609, "loss": 1.0609, "time": 0.47767} {"mode": "train", "epoch": 103, "iter": 1300, "lr": 0.00569, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94062, "top5_acc": 0.9975, "loss_cls": 1.1282, "loss": 1.1282, "time": 0.47801} {"mode": "train", "epoch": 103, "iter": 1400, "lr": 0.00568, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96312, "top5_acc": 0.99938, "loss_cls": 1.02751, "loss": 1.02751, "time": 0.4776} {"mode": "train", "epoch": 103, "iter": 1500, "lr": 0.00567, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95, "top5_acc": 0.99875, "loss_cls": 1.08193, "loss": 1.08193, "time": 0.47748} {"mode": "train", "epoch": 103, "iter": 1600, "lr": 0.00566, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94312, "top5_acc": 0.99625, "loss_cls": 1.12962, "loss": 1.12962, "time": 0.47761} {"mode": "train", "epoch": 103, "iter": 1700, "lr": 0.00565, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95188, "top5_acc": 0.99562, "loss_cls": 1.06181, "loss": 1.06181, "time": 0.47722} {"mode": "train", "epoch": 103, "iter": 1800, "lr": 0.00564, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94812, "top5_acc": 0.99688, "loss_cls": 1.09035, "loss": 1.09035, "time": 0.47725} {"mode": "train", "epoch": 103, "iter": 1900, "lr": 0.00564, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94188, "top5_acc": 0.995, "loss_cls": 1.12967, "loss": 1.12967, "time": 0.47759} {"mode": "train", "epoch": 103, "iter": 2000, "lr": 0.00563, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94062, "top5_acc": 0.99375, "loss_cls": 1.12327, "loss": 1.12327, "time": 0.47737} {"mode": "train", "epoch": 103, "iter": 2100, "lr": 0.00562, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9525, "top5_acc": 0.99562, "loss_cls": 1.06911, "loss": 1.06911, "time": 0.47757} {"mode": "train", "epoch": 103, "iter": 2200, "lr": 0.00561, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.95375, "top5_acc": 0.995, "loss_cls": 1.05406, "loss": 1.05406, "time": 0.47785} {"mode": "train", "epoch": 103, "iter": 2300, "lr": 0.0056, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9375, "top5_acc": 0.995, "loss_cls": 1.1466, "loss": 1.1466, "time": 0.47762} {"mode": "train", "epoch": 103, "iter": 2400, "lr": 0.00559, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95062, "top5_acc": 0.99688, "loss_cls": 1.10606, "loss": 1.10606, "time": 0.47814} {"mode": "train", "epoch": 103, "iter": 2500, "lr": 0.00558, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.95375, "top5_acc": 0.99625, "loss_cls": 1.07758, "loss": 1.07758, "time": 0.47757} {"mode": "val", "epoch": 103, "iter": 1031, "lr": 0.00558, "top1_acc": 0.87596, "top5_acc": 0.98108} {"mode": "train", "epoch": 104, "iter": 100, "lr": 0.00557, "memory": 6499, "data_time": 0.18708, "top1_acc": 0.96312, "top5_acc": 0.9975, "loss_cls": 1.04146, "loss": 1.04146, "time": 0.69633} {"mode": "train", "epoch": 104, "iter": 200, "lr": 0.00557, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.965, "top5_acc": 0.99625, "loss_cls": 1.00366, "loss": 1.00366, "time": 0.3268} {"mode": "train", "epoch": 104, "iter": 300, "lr": 0.00556, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97062, "top5_acc": 0.99812, "loss_cls": 1.0015, "loss": 1.0015, "time": 0.42832} {"mode": "train", "epoch": 104, "iter": 400, "lr": 0.00555, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95812, "top5_acc": 0.9975, "loss_cls": 1.03772, "loss": 1.03772, "time": 0.46977} {"mode": "train", "epoch": 104, "iter": 500, "lr": 0.00554, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96375, "top5_acc": 0.99938, "loss_cls": 1.02967, "loss": 1.02967, "time": 0.47065} {"mode": "train", "epoch": 104, "iter": 600, "lr": 0.00553, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9575, "top5_acc": 0.99812, "loss_cls": 1.0619, "loss": 1.0619, "time": 0.47003} {"mode": "train", "epoch": 104, "iter": 700, "lr": 0.00552, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96188, "top5_acc": 0.9975, "loss_cls": 1.02967, "loss": 1.02967, "time": 0.47117} {"mode": "train", "epoch": 104, "iter": 800, "lr": 0.00551, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94938, "top5_acc": 0.99812, "loss_cls": 1.09182, "loss": 1.09182, "time": 0.47164} {"mode": "train", "epoch": 104, "iter": 900, "lr": 0.0055, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9525, "top5_acc": 0.99875, "loss_cls": 1.05192, "loss": 1.05192, "time": 0.47095} {"mode": "train", "epoch": 104, "iter": 1000, "lr": 0.0055, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96438, "top5_acc": 0.9975, "loss_cls": 1.03011, "loss": 1.03011, "time": 0.4714} {"mode": "train", "epoch": 104, "iter": 1100, "lr": 0.00549, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95188, "top5_acc": 0.99562, "loss_cls": 1.07676, "loss": 1.07676, "time": 0.47057} {"mode": "train", "epoch": 104, "iter": 1200, "lr": 0.00548, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95875, "top5_acc": 0.9975, "loss_cls": 1.0525, "loss": 1.0525, "time": 0.47203} {"mode": "train", "epoch": 104, "iter": 1300, "lr": 0.00547, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.94625, "top5_acc": 0.99688, "loss_cls": 1.08651, "loss": 1.08651, "time": 0.47185} {"mode": "train", "epoch": 104, "iter": 1400, "lr": 0.00546, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94562, "top5_acc": 0.99375, "loss_cls": 1.10786, "loss": 1.10786, "time": 0.47234} {"mode": "train", "epoch": 104, "iter": 1500, "lr": 0.00545, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94188, "top5_acc": 0.9975, "loss_cls": 1.1111, "loss": 1.1111, "time": 0.47174} {"mode": "train", "epoch": 104, "iter": 1600, "lr": 0.00544, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94625, "top5_acc": 0.99625, "loss_cls": 1.10699, "loss": 1.10699, "time": 0.47134} {"mode": "train", "epoch": 104, "iter": 1700, "lr": 0.00544, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.95562, "top5_acc": 0.99562, "loss_cls": 1.05595, "loss": 1.05595, "time": 0.46966} {"mode": "train", "epoch": 104, "iter": 1800, "lr": 0.00543, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9475, "top5_acc": 0.995, "loss_cls": 1.09156, "loss": 1.09156, "time": 0.47064} {"mode": "train", "epoch": 104, "iter": 1900, "lr": 0.00542, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94562, "top5_acc": 0.99625, "loss_cls": 1.07523, "loss": 1.07523, "time": 0.47148} {"mode": "train", "epoch": 104, "iter": 2000, "lr": 0.00541, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94312, "top5_acc": 0.9975, "loss_cls": 1.14504, "loss": 1.14504, "time": 0.46997} {"mode": "train", "epoch": 104, "iter": 2100, "lr": 0.0054, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.94125, "top5_acc": 0.99875, "loss_cls": 1.10144, "loss": 1.10144, "time": 0.46967} {"mode": "train", "epoch": 104, "iter": 2200, "lr": 0.00539, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.96, "top5_acc": 0.99562, "loss_cls": 1.04635, "loss": 1.04635, "time": 0.4691} {"mode": "train", "epoch": 104, "iter": 2300, "lr": 0.00538, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.9475, "top5_acc": 0.99812, "loss_cls": 1.09127, "loss": 1.09127, "time": 0.47091} {"mode": "train", "epoch": 104, "iter": 2400, "lr": 0.00538, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9475, "top5_acc": 0.99812, "loss_cls": 1.1, "loss": 1.1, "time": 0.47195} {"mode": "train", "epoch": 104, "iter": 2500, "lr": 0.00537, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.94375, "top5_acc": 0.99688, "loss_cls": 1.10878, "loss": 1.10878, "time": 0.46989} {"mode": "val", "epoch": 104, "iter": 1031, "lr": 0.00537, "top1_acc": 0.87906, "top5_acc": 0.98095} {"mode": "train", "epoch": 105, "iter": 100, "lr": 0.00536, "memory": 6499, "data_time": 0.18403, "top1_acc": 0.96125, "top5_acc": 0.99875, "loss_cls": 1.01455, "loss": 1.01455, "time": 0.69339} {"mode": "train", "epoch": 105, "iter": 200, "lr": 0.00535, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9725, "top5_acc": 0.99875, "loss_cls": 0.98339, "loss": 0.98339, "time": 0.34338} {"mode": "train", "epoch": 105, "iter": 300, "lr": 0.00534, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96812, "top5_acc": 0.99938, "loss_cls": 0.99503, "loss": 0.99503, "time": 0.41633} {"mode": "train", "epoch": 105, "iter": 400, "lr": 0.00533, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.96375, "top5_acc": 0.99875, "loss_cls": 1.01065, "loss": 1.01065, "time": 0.47745} {"mode": "train", "epoch": 105, "iter": 500, "lr": 0.00532, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96625, "top5_acc": 0.99875, "loss_cls": 1.03324, "loss": 1.03324, "time": 0.47791} {"mode": "train", "epoch": 105, "iter": 600, "lr": 0.00531, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96375, "top5_acc": 1.0, "loss_cls": 0.99874, "loss": 0.99874, "time": 0.47766} {"mode": "train", "epoch": 105, "iter": 700, "lr": 0.00531, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96125, "top5_acc": 0.99875, "loss_cls": 1.04093, "loss": 1.04093, "time": 0.47804} {"mode": "train", "epoch": 105, "iter": 800, "lr": 0.0053, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.96188, "top5_acc": 0.99625, "loss_cls": 1.03211, "loss": 1.03211, "time": 0.47732} {"mode": "train", "epoch": 105, "iter": 900, "lr": 0.00529, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96312, "top5_acc": 0.99875, "loss_cls": 1.03992, "loss": 1.03992, "time": 0.47717} {"mode": "train", "epoch": 105, "iter": 1000, "lr": 0.00528, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95375, "top5_acc": 0.99688, "loss_cls": 1.07246, "loss": 1.07246, "time": 0.47735} {"mode": "train", "epoch": 105, "iter": 1100, "lr": 0.00527, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95812, "top5_acc": 0.9975, "loss_cls": 1.05829, "loss": 1.05829, "time": 0.4777} {"mode": "train", "epoch": 105, "iter": 1200, "lr": 0.00526, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95, "top5_acc": 0.9975, "loss_cls": 1.06425, "loss": 1.06425, "time": 0.47795} {"mode": "train", "epoch": 105, "iter": 1300, "lr": 0.00526, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.95438, "top5_acc": 0.99625, "loss_cls": 1.05362, "loss": 1.05362, "time": 0.47738} {"mode": "train", "epoch": 105, "iter": 1400, "lr": 0.00525, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95938, "top5_acc": 0.99812, "loss_cls": 1.03819, "loss": 1.03819, "time": 0.47685} {"mode": "train", "epoch": 105, "iter": 1500, "lr": 0.00524, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96062, "top5_acc": 0.9975, "loss_cls": 1.05574, "loss": 1.05574, "time": 0.47745} {"mode": "train", "epoch": 105, "iter": 1600, "lr": 0.00523, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95312, "top5_acc": 0.99812, "loss_cls": 1.06479, "loss": 1.06479, "time": 0.47712} {"mode": "train", "epoch": 105, "iter": 1700, "lr": 0.00522, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95375, "top5_acc": 0.99688, "loss_cls": 1.06027, "loss": 1.06027, "time": 0.47775} {"mode": "train", "epoch": 105, "iter": 1800, "lr": 0.00521, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95375, "top5_acc": 0.99688, "loss_cls": 1.07493, "loss": 1.07493, "time": 0.47802} {"mode": "train", "epoch": 105, "iter": 1900, "lr": 0.0052, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.9575, "top5_acc": 0.9975, "loss_cls": 1.03255, "loss": 1.03255, "time": 0.47772} {"mode": "train", "epoch": 105, "iter": 2000, "lr": 0.0052, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95438, "top5_acc": 0.99875, "loss_cls": 1.06171, "loss": 1.06171, "time": 0.4779} {"mode": "train", "epoch": 105, "iter": 2100, "lr": 0.00519, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95938, "top5_acc": 0.99688, "loss_cls": 1.0422, "loss": 1.0422, "time": 0.47784} {"mode": "train", "epoch": 105, "iter": 2200, "lr": 0.00518, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95312, "top5_acc": 0.99562, "loss_cls": 1.08211, "loss": 1.08211, "time": 0.47793} {"mode": "train", "epoch": 105, "iter": 2300, "lr": 0.00517, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9525, "top5_acc": 0.9975, "loss_cls": 1.07566, "loss": 1.07566, "time": 0.47761} {"mode": "train", "epoch": 105, "iter": 2400, "lr": 0.00516, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95562, "top5_acc": 0.99875, "loss_cls": 1.07248, "loss": 1.07248, "time": 0.47782} {"mode": "train", "epoch": 105, "iter": 2500, "lr": 0.00515, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95125, "top5_acc": 0.9975, "loss_cls": 1.09052, "loss": 1.09052, "time": 0.47793} {"mode": "val", "epoch": 105, "iter": 1031, "lr": 0.00515, "top1_acc": 0.88391, "top5_acc": 0.98144} {"mode": "train", "epoch": 106, "iter": 100, "lr": 0.00514, "memory": 6499, "data_time": 0.18575, "top1_acc": 0.96875, "top5_acc": 0.99688, "loss_cls": 1.01923, "loss": 1.01923, "time": 0.6945} {"mode": "train", "epoch": 106, "iter": 200, "lr": 0.00514, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96375, "top5_acc": 0.99875, "loss_cls": 1.0181, "loss": 1.0181, "time": 0.3714} {"mode": "train", "epoch": 106, "iter": 300, "lr": 0.00513, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96125, "top5_acc": 0.99938, "loss_cls": 1.01364, "loss": 1.01364, "time": 0.3879} {"mode": "train", "epoch": 106, "iter": 400, "lr": 0.00512, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.97573, "loss": 0.97573, "time": 0.46934} {"mode": "train", "epoch": 106, "iter": 500, "lr": 0.00511, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97375, "top5_acc": 0.99875, "loss_cls": 0.97941, "loss": 0.97941, "time": 0.47005} {"mode": "train", "epoch": 106, "iter": 600, "lr": 0.0051, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96188, "top5_acc": 0.99812, "loss_cls": 1.02241, "loss": 1.02241, "time": 0.46925} {"mode": "train", "epoch": 106, "iter": 700, "lr": 0.00509, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 1.00702, "loss": 1.00702, "time": 0.47132} {"mode": "train", "epoch": 106, "iter": 800, "lr": 0.00509, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95938, "top5_acc": 0.9975, "loss_cls": 1.02951, "loss": 1.02951, "time": 0.47} {"mode": "train", "epoch": 106, "iter": 900, "lr": 0.00508, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95938, "top5_acc": 0.99688, "loss_cls": 1.03943, "loss": 1.03943, "time": 0.47128} {"mode": "train", "epoch": 106, "iter": 1000, "lr": 0.00507, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.96062, "top5_acc": 0.99812, "loss_cls": 1.02203, "loss": 1.02203, "time": 0.47044} {"mode": "train", "epoch": 106, "iter": 1100, "lr": 0.00506, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.96375, "top5_acc": 0.99625, "loss_cls": 1.01848, "loss": 1.01848, "time": 0.4714} {"mode": "train", "epoch": 106, "iter": 1200, "lr": 0.00505, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9575, "top5_acc": 0.99812, "loss_cls": 1.05562, "loss": 1.05562, "time": 0.46958} {"mode": "train", "epoch": 106, "iter": 1300, "lr": 0.00504, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96062, "top5_acc": 0.99875, "loss_cls": 1.02653, "loss": 1.02653, "time": 0.4709} {"mode": "train", "epoch": 106, "iter": 1400, "lr": 0.00503, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95125, "top5_acc": 0.99938, "loss_cls": 1.05145, "loss": 1.05145, "time": 0.47192} {"mode": "train", "epoch": 106, "iter": 1500, "lr": 0.00503, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96188, "top5_acc": 0.99812, "loss_cls": 1.04032, "loss": 1.04032, "time": 0.47019} {"mode": "train", "epoch": 106, "iter": 1600, "lr": 0.00502, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95562, "top5_acc": 0.99938, "loss_cls": 1.0687, "loss": 1.0687, "time": 0.46997} {"mode": "train", "epoch": 106, "iter": 1700, "lr": 0.00501, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9575, "top5_acc": 0.99812, "loss_cls": 1.04478, "loss": 1.04478, "time": 0.47131} {"mode": "train", "epoch": 106, "iter": 1800, "lr": 0.005, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.94812, "top5_acc": 0.99875, "loss_cls": 1.07675, "loss": 1.07675, "time": 0.47004} {"mode": "train", "epoch": 106, "iter": 1900, "lr": 0.00499, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.945, "top5_acc": 0.9975, "loss_cls": 1.07764, "loss": 1.07764, "time": 0.47182} {"mode": "train", "epoch": 106, "iter": 2000, "lr": 0.00498, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95812, "top5_acc": 0.99812, "loss_cls": 1.05549, "loss": 1.05549, "time": 0.47198} {"mode": "train", "epoch": 106, "iter": 2100, "lr": 0.00498, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96312, "top5_acc": 0.99688, "loss_cls": 1.03367, "loss": 1.03367, "time": 0.47118} {"mode": "train", "epoch": 106, "iter": 2200, "lr": 0.00497, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95312, "top5_acc": 0.99938, "loss_cls": 1.04794, "loss": 1.04794, "time": 0.4698} {"mode": "train", "epoch": 106, "iter": 2300, "lr": 0.00496, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.96062, "top5_acc": 0.99812, "loss_cls": 1.04798, "loss": 1.04798, "time": 0.47031} {"mode": "train", "epoch": 106, "iter": 2400, "lr": 0.00495, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9525, "top5_acc": 0.99562, "loss_cls": 1.10475, "loss": 1.10475, "time": 0.46931} {"mode": "train", "epoch": 106, "iter": 2500, "lr": 0.00494, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97062, "top5_acc": 0.99812, "loss_cls": 0.99704, "loss": 0.99704, "time": 0.4725} {"mode": "val", "epoch": 106, "iter": 1031, "lr": 0.00494, "top1_acc": 0.88985, "top5_acc": 0.98253} {"mode": "train", "epoch": 107, "iter": 100, "lr": 0.00493, "memory": 6499, "data_time": 0.17939, "top1_acc": 0.96625, "top5_acc": 1.0, "loss_cls": 1.00669, "loss": 1.00669, "time": 0.68876} {"mode": "train", "epoch": 107, "iter": 200, "lr": 0.00493, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.9662, "loss": 0.9662, "time": 0.39364} {"mode": "train", "epoch": 107, "iter": 300, "lr": 0.00492, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96312, "top5_acc": 0.99875, "loss_cls": 1.01587, "loss": 1.01587, "time": 0.37135} {"mode": "train", "epoch": 107, "iter": 400, "lr": 0.00491, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.97562, "top5_acc": 0.99875, "loss_cls": 0.97801, "loss": 0.97801, "time": 0.46963} {"mode": "train", "epoch": 107, "iter": 500, "lr": 0.0049, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.96375, "top5_acc": 0.99875, "loss_cls": 1.01748, "loss": 1.01748, "time": 0.4712} {"mode": "train", "epoch": 107, "iter": 600, "lr": 0.00489, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96125, "top5_acc": 0.99875, "loss_cls": 1.03267, "loss": 1.03267, "time": 0.47077} {"mode": "train", "epoch": 107, "iter": 700, "lr": 0.00488, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.96625, "top5_acc": 0.99812, "loss_cls": 1.01568, "loss": 1.01568, "time": 0.46997} {"mode": "train", "epoch": 107, "iter": 800, "lr": 0.00488, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97, "top5_acc": 0.99938, "loss_cls": 0.98956, "loss": 0.98956, "time": 0.47098} {"mode": "train", "epoch": 107, "iter": 900, "lr": 0.00487, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96375, "top5_acc": 0.99875, "loss_cls": 1.02206, "loss": 1.02206, "time": 0.47134} {"mode": "train", "epoch": 107, "iter": 1000, "lr": 0.00486, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.94688, "top5_acc": 0.9975, "loss_cls": 1.09153, "loss": 1.09153, "time": 0.47159} {"mode": "train", "epoch": 107, "iter": 1100, "lr": 0.00485, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9575, "top5_acc": 0.99875, "loss_cls": 1.03508, "loss": 1.03508, "time": 0.4705} {"mode": "train", "epoch": 107, "iter": 1200, "lr": 0.00484, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95938, "top5_acc": 0.99812, "loss_cls": 1.01905, "loss": 1.01905, "time": 0.47008} {"mode": "train", "epoch": 107, "iter": 1300, "lr": 0.00483, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96062, "top5_acc": 0.99812, "loss_cls": 1.02082, "loss": 1.02082, "time": 0.46974} {"mode": "train", "epoch": 107, "iter": 1400, "lr": 0.00483, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.96188, "top5_acc": 0.99938, "loss_cls": 1.02355, "loss": 1.02355, "time": 0.4712} {"mode": "train", "epoch": 107, "iter": 1500, "lr": 0.00482, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95625, "top5_acc": 0.99875, "loss_cls": 1.06803, "loss": 1.06803, "time": 0.46978} {"mode": "train", "epoch": 107, "iter": 1600, "lr": 0.00481, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96625, "top5_acc": 0.99812, "loss_cls": 1.00554, "loss": 1.00554, "time": 0.47086} {"mode": "train", "epoch": 107, "iter": 1700, "lr": 0.0048, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95875, "top5_acc": 0.99562, "loss_cls": 1.07822, "loss": 1.07822, "time": 0.46982} {"mode": "train", "epoch": 107, "iter": 1800, "lr": 0.00479, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 1.00329, "loss": 1.00329, "time": 0.46996} {"mode": "train", "epoch": 107, "iter": 1900, "lr": 0.00479, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96562, "top5_acc": 0.99938, "loss_cls": 0.99772, "loss": 0.99772, "time": 0.47017} {"mode": "train", "epoch": 107, "iter": 2000, "lr": 0.00478, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.97125, "top5_acc": 0.99812, "loss_cls": 0.9839, "loss": 0.9839, "time": 0.47059} {"mode": "train", "epoch": 107, "iter": 2100, "lr": 0.00477, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.96312, "top5_acc": 0.99688, "loss_cls": 1.01704, "loss": 1.01704, "time": 0.47141} {"mode": "train", "epoch": 107, "iter": 2200, "lr": 0.00476, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.96438, "top5_acc": 0.99938, "loss_cls": 1.04436, "loss": 1.04436, "time": 0.47101} {"mode": "train", "epoch": 107, "iter": 2300, "lr": 0.00475, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9575, "top5_acc": 0.9975, "loss_cls": 1.02886, "loss": 1.02886, "time": 0.47162} {"mode": "train", "epoch": 107, "iter": 2400, "lr": 0.00474, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.96125, "top5_acc": 0.99875, "loss_cls": 1.03486, "loss": 1.03486, "time": 0.46975} {"mode": "train", "epoch": 107, "iter": 2500, "lr": 0.00474, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.9575, "top5_acc": 0.99438, "loss_cls": 1.05835, "loss": 1.05835, "time": 0.47136} {"mode": "val", "epoch": 107, "iter": 1031, "lr": 0.00474, "top1_acc": 0.88009, "top5_acc": 0.98126} {"mode": "train", "epoch": 108, "iter": 100, "lr": 0.00473, "memory": 6499, "data_time": 0.18116, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 1.00995, "loss": 1.00995, "time": 0.68997} {"mode": "train", "epoch": 108, "iter": 200, "lr": 0.00472, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9625, "top5_acc": 1.0, "loss_cls": 1.01876, "loss": 1.01876, "time": 0.41032} {"mode": "train", "epoch": 108, "iter": 300, "lr": 0.00471, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.95, "top5_acc": 0.99938, "loss_cls": 1.06014, "loss": 1.06014, "time": 0.35546} {"mode": "train", "epoch": 108, "iter": 400, "lr": 0.0047, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9625, "top5_acc": 0.99875, "loss_cls": 1.01937, "loss": 1.01937, "time": 0.46903} {"mode": "train", "epoch": 108, "iter": 500, "lr": 0.00469, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96375, "top5_acc": 0.99938, "loss_cls": 1.02373, "loss": 1.02373, "time": 0.47162} {"mode": "train", "epoch": 108, "iter": 600, "lr": 0.00469, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.97, "top5_acc": 1.0, "loss_cls": 0.995, "loss": 0.995, "time": 0.47001} {"mode": "train", "epoch": 108, "iter": 700, "lr": 0.00468, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.9744, "loss": 0.9744, "time": 0.47112} {"mode": "train", "epoch": 108, "iter": 800, "lr": 0.00467, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 1.00898, "loss": 1.00898, "time": 0.46924} {"mode": "train", "epoch": 108, "iter": 900, "lr": 0.00466, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.9889, "loss": 0.9889, "time": 0.47097} {"mode": "train", "epoch": 108, "iter": 1000, "lr": 0.00465, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.97562, "top5_acc": 0.99875, "loss_cls": 1.00132, "loss": 1.00132, "time": 0.47158} {"mode": "train", "epoch": 108, "iter": 1100, "lr": 0.00465, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96188, "top5_acc": 0.99625, "loss_cls": 1.0372, "loss": 1.0372, "time": 0.46984} {"mode": "train", "epoch": 108, "iter": 1200, "lr": 0.00464, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.96875, "top5_acc": 0.99812, "loss_cls": 1.01644, "loss": 1.01644, "time": 0.46997} {"mode": "train", "epoch": 108, "iter": 1300, "lr": 0.00463, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.965, "top5_acc": 0.99812, "loss_cls": 0.99889, "loss": 0.99889, "time": 0.46977} {"mode": "train", "epoch": 108, "iter": 1400, "lr": 0.00462, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96562, "top5_acc": 0.99938, "loss_cls": 1.01173, "loss": 1.01173, "time": 0.46968} {"mode": "train", "epoch": 108, "iter": 1500, "lr": 0.00461, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9625, "top5_acc": 0.99688, "loss_cls": 1.01613, "loss": 1.01613, "time": 0.46974} {"mode": "train", "epoch": 108, "iter": 1600, "lr": 0.00461, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95625, "top5_acc": 1.0, "loss_cls": 1.04295, "loss": 1.04295, "time": 0.47176} {"mode": "train", "epoch": 108, "iter": 1700, "lr": 0.0046, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96312, "top5_acc": 0.9975, "loss_cls": 1.03939, "loss": 1.03939, "time": 0.47075} {"mode": "train", "epoch": 108, "iter": 1800, "lr": 0.00459, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96812, "top5_acc": 0.99812, "loss_cls": 1.0133, "loss": 1.0133, "time": 0.47055} {"mode": "train", "epoch": 108, "iter": 1900, "lr": 0.00458, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.97062, "top5_acc": 0.99875, "loss_cls": 1.01867, "loss": 1.01867, "time": 0.47119} {"mode": "train", "epoch": 108, "iter": 2000, "lr": 0.00457, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97, "top5_acc": 0.99875, "loss_cls": 1.00902, "loss": 1.00902, "time": 0.4706} {"mode": "train", "epoch": 108, "iter": 2100, "lr": 0.00457, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.95688, "top5_acc": 0.99688, "loss_cls": 1.03285, "loss": 1.03285, "time": 0.47104} {"mode": "train", "epoch": 108, "iter": 2200, "lr": 0.00456, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.96688, "top5_acc": 0.99688, "loss_cls": 1.00915, "loss": 1.00915, "time": 0.47196} {"mode": "train", "epoch": 108, "iter": 2300, "lr": 0.00455, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.99354, "loss": 0.99354, "time": 0.47071} {"mode": "train", "epoch": 108, "iter": 2400, "lr": 0.00454, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95812, "top5_acc": 0.99812, "loss_cls": 1.0406, "loss": 1.0406, "time": 0.47033} {"mode": "train", "epoch": 108, "iter": 2500, "lr": 0.00453, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95562, "top5_acc": 0.99688, "loss_cls": 1.05575, "loss": 1.05575, "time": 0.47105} {"mode": "val", "epoch": 108, "iter": 1031, "lr": 0.00453, "top1_acc": 0.86856, "top5_acc": 0.9812} {"mode": "train", "epoch": 109, "iter": 100, "lr": 0.00452, "memory": 6499, "data_time": 0.17903, "top1_acc": 0.97375, "top5_acc": 0.99875, "loss_cls": 0.96882, "loss": 0.96882, "time": 0.6884} {"mode": "train", "epoch": 109, "iter": 200, "lr": 0.00452, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 1.01147, "loss": 1.01147, "time": 0.42925} {"mode": "train", "epoch": 109, "iter": 300, "lr": 0.00451, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.99194, "loss": 0.99194, "time": 0.339} {"mode": "train", "epoch": 109, "iter": 400, "lr": 0.0045, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96875, "top5_acc": 0.99688, "loss_cls": 1.01678, "loss": 1.01678, "time": 0.47081} {"mode": "train", "epoch": 109, "iter": 500, "lr": 0.00449, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96875, "top5_acc": 0.99938, "loss_cls": 0.98278, "loss": 0.98278, "time": 0.47068} {"mode": "train", "epoch": 109, "iter": 600, "lr": 0.00448, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.98147, "loss": 0.98147, "time": 0.47098} {"mode": "train", "epoch": 109, "iter": 700, "lr": 0.00448, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 1.00475, "loss": 1.00475, "time": 0.47188} {"mode": "train", "epoch": 109, "iter": 800, "lr": 0.00447, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97062, "top5_acc": 0.99938, "loss_cls": 0.98086, "loss": 0.98086, "time": 0.47063} {"mode": "train", "epoch": 109, "iter": 900, "lr": 0.00446, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96375, "top5_acc": 0.99812, "loss_cls": 1.03225, "loss": 1.03225, "time": 0.47096} {"mode": "train", "epoch": 109, "iter": 1000, "lr": 0.00445, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.96875, "top5_acc": 0.99938, "loss_cls": 0.99373, "loss": 0.99373, "time": 0.46982} {"mode": "train", "epoch": 109, "iter": 1100, "lr": 0.00444, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95812, "top5_acc": 0.99625, "loss_cls": 1.07374, "loss": 1.07374, "time": 0.47031} {"mode": "train", "epoch": 109, "iter": 1200, "lr": 0.00444, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.9675, "top5_acc": 0.99812, "loss_cls": 0.98459, "loss": 0.98459, "time": 0.47136} {"mode": "train", "epoch": 109, "iter": 1300, "lr": 0.00443, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97438, "top5_acc": 0.99875, "loss_cls": 0.9689, "loss": 0.9689, "time": 0.47616} {"mode": "train", "epoch": 109, "iter": 1400, "lr": 0.00442, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97062, "top5_acc": 0.99938, "loss_cls": 0.98136, "loss": 0.98136, "time": 0.47794} {"mode": "train", "epoch": 109, "iter": 1500, "lr": 0.00441, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.96938, "top5_acc": 0.99875, "loss_cls": 0.9827, "loss": 0.9827, "time": 0.47732} {"mode": "train", "epoch": 109, "iter": 1600, "lr": 0.0044, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96562, "top5_acc": 0.99812, "loss_cls": 1.02403, "loss": 1.02403, "time": 0.47753} {"mode": "train", "epoch": 109, "iter": 1700, "lr": 0.0044, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 1.02401, "loss": 1.02401, "time": 0.47767} {"mode": "train", "epoch": 109, "iter": 1800, "lr": 0.00439, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.965, "top5_acc": 0.99812, "loss_cls": 1.0111, "loss": 1.0111, "time": 0.47779} {"mode": "train", "epoch": 109, "iter": 1900, "lr": 0.00438, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9625, "top5_acc": 0.9975, "loss_cls": 1.02184, "loss": 1.02184, "time": 0.47717} {"mode": "train", "epoch": 109, "iter": 2000, "lr": 0.00437, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97, "top5_acc": 0.99938, "loss_cls": 0.99989, "loss": 0.99989, "time": 0.47729} {"mode": "train", "epoch": 109, "iter": 2100, "lr": 0.00436, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.965, "top5_acc": 1.0, "loss_cls": 1.01035, "loss": 1.01035, "time": 0.47695} {"mode": "train", "epoch": 109, "iter": 2200, "lr": 0.00436, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95938, "top5_acc": 0.99688, "loss_cls": 1.02099, "loss": 1.02099, "time": 0.4767} {"mode": "train", "epoch": 109, "iter": 2300, "lr": 0.00435, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96125, "top5_acc": 0.99875, "loss_cls": 1.04887, "loss": 1.04887, "time": 0.47722} {"mode": "train", "epoch": 109, "iter": 2400, "lr": 0.00434, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96625, "top5_acc": 0.99812, "loss_cls": 1.0078, "loss": 1.0078, "time": 0.47671} {"mode": "train", "epoch": 109, "iter": 2500, "lr": 0.00433, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95562, "top5_acc": 0.99812, "loss_cls": 1.05213, "loss": 1.05213, "time": 0.47676} {"mode": "val", "epoch": 109, "iter": 1031, "lr": 0.00433, "top1_acc": 0.87675, "top5_acc": 0.97926} {"mode": "train", "epoch": 110, "iter": 100, "lr": 0.00432, "memory": 6499, "data_time": 0.18409, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.98302, "loss": 0.98302, "time": 0.69245} {"mode": "train", "epoch": 110, "iter": 200, "lr": 0.00432, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.97375, "top5_acc": 0.99938, "loss_cls": 0.96343, "loss": 0.96343, "time": 0.44356} {"mode": "train", "epoch": 110, "iter": 300, "lr": 0.00431, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.97062, "top5_acc": 0.9975, "loss_cls": 0.98432, "loss": 0.98432, "time": 0.32376} {"mode": "train", "epoch": 110, "iter": 400, "lr": 0.0043, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96375, "top5_acc": 0.99875, "loss_cls": 1.00515, "loss": 1.00515, "time": 0.46947} {"mode": "train", "epoch": 110, "iter": 500, "lr": 0.00429, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97062, "top5_acc": 0.99875, "loss_cls": 0.98236, "loss": 0.98236, "time": 0.4688} {"mode": "train", "epoch": 110, "iter": 600, "lr": 0.00428, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96562, "top5_acc": 0.99938, "loss_cls": 1.00104, "loss": 1.00104, "time": 0.47059} {"mode": "train", "epoch": 110, "iter": 700, "lr": 0.00428, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.97, "top5_acc": 0.99938, "loss_cls": 1.0005, "loss": 1.0005, "time": 0.47071} {"mode": "train", "epoch": 110, "iter": 800, "lr": 0.00427, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.975, "top5_acc": 0.99875, "loss_cls": 0.97906, "loss": 0.97906, "time": 0.47048} {"mode": "train", "epoch": 110, "iter": 900, "lr": 0.00426, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.97938, "top5_acc": 0.99938, "loss_cls": 0.96062, "loss": 0.96062, "time": 0.46871} {"mode": "train", "epoch": 110, "iter": 1000, "lr": 0.00425, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.97312, "top5_acc": 0.99875, "loss_cls": 0.97687, "loss": 0.97687, "time": 0.47031} {"mode": "train", "epoch": 110, "iter": 1100, "lr": 0.00425, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.99875, "loss": 0.99875, "time": 0.46941} {"mode": "train", "epoch": 110, "iter": 1200, "lr": 0.00424, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96562, "top5_acc": 0.99812, "loss_cls": 1.03617, "loss": 1.03617, "time": 0.46918} {"mode": "train", "epoch": 110, "iter": 1300, "lr": 0.00423, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96688, "top5_acc": 0.99875, "loss_cls": 0.97394, "loss": 0.97394, "time": 0.47088} {"mode": "train", "epoch": 110, "iter": 1400, "lr": 0.00422, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97125, "top5_acc": 0.99875, "loss_cls": 0.99847, "loss": 0.99847, "time": 0.47101} {"mode": "train", "epoch": 110, "iter": 1500, "lr": 0.00421, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96938, "top5_acc": 0.99875, "loss_cls": 0.996, "loss": 0.996, "time": 0.46954} {"mode": "train", "epoch": 110, "iter": 1600, "lr": 0.00421, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.99882, "loss": 0.99882, "time": 0.46856} {"mode": "train", "epoch": 110, "iter": 1700, "lr": 0.0042, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96812, "top5_acc": 0.99938, "loss_cls": 0.97914, "loss": 0.97914, "time": 0.46998} {"mode": "train", "epoch": 110, "iter": 1800, "lr": 0.00419, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.96688, "top5_acc": 0.99812, "loss_cls": 1.0118, "loss": 1.0118, "time": 0.46963} {"mode": "train", "epoch": 110, "iter": 1900, "lr": 0.00418, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96562, "top5_acc": 0.99438, "loss_cls": 1.01355, "loss": 1.01355, "time": 0.46948} {"mode": "train", "epoch": 110, "iter": 2000, "lr": 0.00418, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.9625, "top5_acc": 0.99812, "loss_cls": 1.0278, "loss": 1.0278, "time": 0.47064} {"mode": "train", "epoch": 110, "iter": 2100, "lr": 0.00417, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.965, "top5_acc": 0.99875, "loss_cls": 1.00249, "loss": 1.00249, "time": 0.47079} {"mode": "train", "epoch": 110, "iter": 2200, "lr": 0.00416, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.96963, "loss": 0.96963, "time": 0.47055} {"mode": "train", "epoch": 110, "iter": 2300, "lr": 0.00415, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97, "top5_acc": 0.99812, "loss_cls": 1.00489, "loss": 1.00489, "time": 0.46966} {"mode": "train", "epoch": 110, "iter": 2400, "lr": 0.00414, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95375, "top5_acc": 0.99688, "loss_cls": 1.04889, "loss": 1.04889, "time": 0.46953} {"mode": "train", "epoch": 110, "iter": 2500, "lr": 0.00414, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95812, "top5_acc": 0.99812, "loss_cls": 1.04867, "loss": 1.04867, "time": 0.47011} {"mode": "val", "epoch": 110, "iter": 1031, "lr": 0.00414, "top1_acc": 0.88318, "top5_acc": 0.98356} {"mode": "train", "epoch": 111, "iter": 100, "lr": 0.00413, "memory": 6499, "data_time": 0.17985, "top1_acc": 0.97, "top5_acc": 0.99938, "loss_cls": 0.9971, "loss": 0.9971, "time": 0.68943} {"mode": "train", "epoch": 111, "iter": 200, "lr": 0.00412, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.97468, "loss": 0.97468, "time": 0.46246} {"mode": "train", "epoch": 111, "iter": 300, "lr": 0.00411, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97375, "top5_acc": 0.99938, "loss_cls": 0.96715, "loss": 0.96715, "time": 0.31441} {"mode": "train", "epoch": 111, "iter": 400, "lr": 0.0041, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.93798, "loss": 0.93798, "time": 0.47717} {"mode": "train", "epoch": 111, "iter": 500, "lr": 0.0041, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.97215, "loss": 0.97215, "time": 0.47782} {"mode": "train", "epoch": 111, "iter": 600, "lr": 0.00409, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98125, "top5_acc": 0.99938, "loss_cls": 0.95397, "loss": 0.95397, "time": 0.47773} {"mode": "train", "epoch": 111, "iter": 700, "lr": 0.00408, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97438, "top5_acc": 0.99938, "loss_cls": 0.99609, "loss": 0.99609, "time": 0.47736} {"mode": "train", "epoch": 111, "iter": 800, "lr": 0.00407, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.95675, "loss": 0.95675, "time": 0.47728} {"mode": "train", "epoch": 111, "iter": 900, "lr": 0.00407, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.98001, "loss": 0.98001, "time": 0.47778} {"mode": "train", "epoch": 111, "iter": 1000, "lr": 0.00406, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.91942, "loss": 0.91942, "time": 0.47756} {"mode": "train", "epoch": 111, "iter": 1100, "lr": 0.00405, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96625, "top5_acc": 0.99812, "loss_cls": 1.02064, "loss": 1.02064, "time": 0.47731} {"mode": "train", "epoch": 111, "iter": 1200, "lr": 0.00404, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.97188, "top5_acc": 0.99875, "loss_cls": 0.98976, "loss": 0.98976, "time": 0.47825} {"mode": "train", "epoch": 111, "iter": 1300, "lr": 0.00404, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.98189, "loss": 0.98189, "time": 0.47728} {"mode": "train", "epoch": 111, "iter": 1400, "lr": 0.00403, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9725, "top5_acc": 0.99875, "loss_cls": 0.9952, "loss": 0.9952, "time": 0.47774} {"mode": "train", "epoch": 111, "iter": 1500, "lr": 0.00402, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.99495, "loss": 0.99495, "time": 0.47756} {"mode": "train", "epoch": 111, "iter": 1600, "lr": 0.00401, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.96062, "top5_acc": 0.99875, "loss_cls": 1.0407, "loss": 1.0407, "time": 0.47769} {"mode": "train", "epoch": 111, "iter": 1700, "lr": 0.004, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96625, "top5_acc": 0.99938, "loss_cls": 1.02551, "loss": 1.02551, "time": 0.4778} {"mode": "train", "epoch": 111, "iter": 1800, "lr": 0.004, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.96188, "top5_acc": 0.99875, "loss_cls": 1.0077, "loss": 1.0077, "time": 0.4776} {"mode": "train", "epoch": 111, "iter": 1900, "lr": 0.00399, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.99121, "loss": 0.99121, "time": 0.47739} {"mode": "train", "epoch": 111, "iter": 2000, "lr": 0.00398, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.97538, "loss": 0.97538, "time": 0.47773} {"mode": "train", "epoch": 111, "iter": 2100, "lr": 0.00397, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.97, "top5_acc": 1.0, "loss_cls": 0.99312, "loss": 0.99312, "time": 0.47736} {"mode": "train", "epoch": 111, "iter": 2200, "lr": 0.00397, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.97756, "loss": 0.97756, "time": 0.47771} {"mode": "train", "epoch": 111, "iter": 2300, "lr": 0.00396, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 1.00456, "loss": 1.00456, "time": 0.47766} {"mode": "train", "epoch": 111, "iter": 2400, "lr": 0.00395, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9675, "top5_acc": 0.99812, "loss_cls": 1.0017, "loss": 1.0017, "time": 0.47825} {"mode": "train", "epoch": 111, "iter": 2500, "lr": 0.00394, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97562, "top5_acc": 0.99875, "loss_cls": 0.97554, "loss": 0.97554, "time": 0.47781} {"mode": "val", "epoch": 111, "iter": 1031, "lr": 0.00394, "top1_acc": 0.89434, "top5_acc": 0.98332} {"mode": "train", "epoch": 112, "iter": 100, "lr": 0.00394, "memory": 6499, "data_time": 0.1861, "top1_acc": 0.98188, "top5_acc": 0.99938, "loss_cls": 0.93439, "loss": 0.93439, "time": 0.69559} {"mode": "train", "epoch": 112, "iter": 200, "lr": 0.00393, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.9516, "loss": 0.9516, "time": 0.46956} {"mode": "train", "epoch": 112, "iter": 300, "lr": 0.00392, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.97301, "loss": 0.97301, "time": 0.31632} {"mode": "train", "epoch": 112, "iter": 400, "lr": 0.00391, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97188, "top5_acc": 0.99812, "loss_cls": 0.97717, "loss": 0.97717, "time": 0.47794} {"mode": "train", "epoch": 112, "iter": 500, "lr": 0.00391, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.94689, "loss": 0.94689, "time": 0.47816} {"mode": "train", "epoch": 112, "iter": 600, "lr": 0.0039, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.9359, "loss": 0.9359, "time": 0.47734} {"mode": "train", "epoch": 112, "iter": 700, "lr": 0.00389, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97938, "top5_acc": 0.99875, "loss_cls": 0.9512, "loss": 0.9512, "time": 0.47745} {"mode": "train", "epoch": 112, "iter": 800, "lr": 0.00388, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.93424, "loss": 0.93424, "time": 0.47749} {"mode": "train", "epoch": 112, "iter": 900, "lr": 0.00387, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.9704, "loss": 0.9704, "time": 0.47778} {"mode": "train", "epoch": 112, "iter": 1000, "lr": 0.00387, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9725, "top5_acc": 0.99875, "loss_cls": 0.98014, "loss": 0.98014, "time": 0.47746} {"mode": "train", "epoch": 112, "iter": 1100, "lr": 0.00386, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97188, "top5_acc": 0.99875, "loss_cls": 0.98008, "loss": 0.98008, "time": 0.47786} {"mode": "train", "epoch": 112, "iter": 1200, "lr": 0.00385, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97062, "top5_acc": 0.99875, "loss_cls": 0.97479, "loss": 0.97479, "time": 0.47768} {"mode": "train", "epoch": 112, "iter": 1300, "lr": 0.00384, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.95213, "loss": 0.95213, "time": 0.47789} {"mode": "train", "epoch": 112, "iter": 1400, "lr": 0.00384, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.94566, "loss": 0.94566, "time": 0.4775} {"mode": "train", "epoch": 112, "iter": 1500, "lr": 0.00383, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.95304, "loss": 0.95304, "time": 0.47751} {"mode": "train", "epoch": 112, "iter": 1600, "lr": 0.00382, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9725, "top5_acc": 0.99938, "loss_cls": 0.99454, "loss": 0.99454, "time": 0.47724} {"mode": "train", "epoch": 112, "iter": 1700, "lr": 0.00381, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.96053, "loss": 0.96053, "time": 0.47771} {"mode": "train", "epoch": 112, "iter": 1800, "lr": 0.00381, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.93876, "loss": 0.93876, "time": 0.47728} {"mode": "train", "epoch": 112, "iter": 1900, "lr": 0.0038, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97375, "top5_acc": 0.99875, "loss_cls": 0.97405, "loss": 0.97405, "time": 0.4774} {"mode": "train", "epoch": 112, "iter": 2000, "lr": 0.00379, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 1.02847, "loss": 1.02847, "time": 0.47724} {"mode": "train", "epoch": 112, "iter": 2100, "lr": 0.00378, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97562, "top5_acc": 0.99812, "loss_cls": 0.97258, "loss": 0.97258, "time": 0.47747} {"mode": "train", "epoch": 112, "iter": 2200, "lr": 0.00378, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97, "top5_acc": 0.99938, "loss_cls": 1.01546, "loss": 1.01546, "time": 0.47803} {"mode": "train", "epoch": 112, "iter": 2300, "lr": 0.00377, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.98647, "loss": 0.98647, "time": 0.47775} {"mode": "train", "epoch": 112, "iter": 2400, "lr": 0.00376, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96375, "top5_acc": 0.9975, "loss_cls": 1.02291, "loss": 1.02291, "time": 0.47782} {"mode": "train", "epoch": 112, "iter": 2500, "lr": 0.00375, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.98002, "loss": 0.98002, "time": 0.47773} {"mode": "val", "epoch": 112, "iter": 1031, "lr": 0.00375, "top1_acc": 0.89337, "top5_acc": 0.98478} {"mode": "train", "epoch": 113, "iter": 100, "lr": 0.00375, "memory": 6499, "data_time": 0.1841, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.95227, "loss": 0.95227, "time": 0.69236} {"mode": "train", "epoch": 113, "iter": 200, "lr": 0.00374, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.92901, "loss": 0.92901, "time": 0.47484} {"mode": "train", "epoch": 113, "iter": 300, "lr": 0.00373, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.95634, "loss": 0.95634, "time": 0.30893} {"mode": "train", "epoch": 113, "iter": 400, "lr": 0.00372, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.96617, "loss": 0.96617, "time": 0.47835} {"mode": "train", "epoch": 113, "iter": 500, "lr": 0.00372, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.94195, "loss": 0.94195, "time": 0.47798} {"mode": "train", "epoch": 113, "iter": 600, "lr": 0.00371, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97938, "top5_acc": 0.99938, "loss_cls": 0.94854, "loss": 0.94854, "time": 0.47789} {"mode": "train", "epoch": 113, "iter": 700, "lr": 0.0037, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.98188, "top5_acc": 0.99938, "loss_cls": 0.94216, "loss": 0.94216, "time": 0.47858} {"mode": "train", "epoch": 113, "iter": 800, "lr": 0.00369, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.98416, "loss": 0.98416, "time": 0.47835} {"mode": "train", "epoch": 113, "iter": 900, "lr": 0.00369, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.96455, "loss": 0.96455, "time": 0.47867} {"mode": "train", "epoch": 113, "iter": 1000, "lr": 0.00368, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97938, "top5_acc": 0.99875, "loss_cls": 0.94618, "loss": 0.94618, "time": 0.4777} {"mode": "train", "epoch": 113, "iter": 1100, "lr": 0.00367, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97812, "top5_acc": 0.99875, "loss_cls": 0.93878, "loss": 0.93878, "time": 0.4783} {"mode": "train", "epoch": 113, "iter": 1200, "lr": 0.00367, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97938, "top5_acc": 0.99938, "loss_cls": 0.95211, "loss": 0.95211, "time": 0.47897} {"mode": "train", "epoch": 113, "iter": 1300, "lr": 0.00366, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.95422, "loss": 0.95422, "time": 0.47828} {"mode": "train", "epoch": 113, "iter": 1400, "lr": 0.00365, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98562, "top5_acc": 0.99938, "loss_cls": 0.93786, "loss": 0.93786, "time": 0.47812} {"mode": "train", "epoch": 113, "iter": 1500, "lr": 0.00364, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98375, "top5_acc": 0.99812, "loss_cls": 0.92206, "loss": 0.92206, "time": 0.47884} {"mode": "train", "epoch": 113, "iter": 1600, "lr": 0.00364, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.97062, "top5_acc": 0.99875, "loss_cls": 0.99245, "loss": 0.99245, "time": 0.47864} {"mode": "train", "epoch": 113, "iter": 1700, "lr": 0.00363, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.93717, "loss": 0.93717, "time": 0.47873} {"mode": "train", "epoch": 113, "iter": 1800, "lr": 0.00362, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97375, "top5_acc": 0.99938, "loss_cls": 1.00814, "loss": 1.00814, "time": 0.47807} {"mode": "train", "epoch": 113, "iter": 1900, "lr": 0.00361, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.965, "top5_acc": 1.0, "loss_cls": 0.99932, "loss": 0.99932, "time": 0.47842} {"mode": "train", "epoch": 113, "iter": 2000, "lr": 0.00361, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 1.00319, "loss": 1.00319, "time": 0.47818} {"mode": "train", "epoch": 113, "iter": 2100, "lr": 0.0036, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97875, "top5_acc": 0.99875, "loss_cls": 0.95059, "loss": 0.95059, "time": 0.47783} {"mode": "train", "epoch": 113, "iter": 2200, "lr": 0.00359, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.97562, "top5_acc": 0.99938, "loss_cls": 0.96849, "loss": 0.96849, "time": 0.47769} {"mode": "train", "epoch": 113, "iter": 2300, "lr": 0.00358, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.94679, "loss": 0.94679, "time": 0.47787} {"mode": "train", "epoch": 113, "iter": 2400, "lr": 0.00358, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.95081, "loss": 0.95081, "time": 0.4782} {"mode": "train", "epoch": 113, "iter": 2500, "lr": 0.00357, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96938, "top5_acc": 0.99812, "loss_cls": 0.98594, "loss": 0.98594, "time": 0.47841} {"mode": "val", "epoch": 113, "iter": 1031, "lr": 0.00357, "top1_acc": 0.88445, "top5_acc": 0.98156} {"mode": "train", "epoch": 114, "iter": 100, "lr": 0.00356, "memory": 6499, "data_time": 0.18261, "top1_acc": 0.985, "top5_acc": 0.99938, "loss_cls": 0.9288, "loss": 0.9288, "time": 0.69203} {"mode": "train", "epoch": 114, "iter": 200, "lr": 0.00355, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.95538, "loss": 0.95538, "time": 0.48424} {"mode": "train", "epoch": 114, "iter": 300, "lr": 0.00355, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.90139, "loss": 0.90139, "time": 0.29034} {"mode": "train", "epoch": 114, "iter": 400, "lr": 0.00354, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.95599, "loss": 0.95599, "time": 0.47287} {"mode": "train", "epoch": 114, "iter": 500, "lr": 0.00353, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.94112, "loss": 0.94112, "time": 0.47123} {"mode": "train", "epoch": 114, "iter": 600, "lr": 0.00353, "memory": 6499, "data_time": 0.00046, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.9576, "loss": 0.9576, "time": 0.47087} {"mode": "train", "epoch": 114, "iter": 700, "lr": 0.00352, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98062, "top5_acc": 0.99875, "loss_cls": 0.94502, "loss": 0.94502, "time": 0.47044} {"mode": "train", "epoch": 114, "iter": 800, "lr": 0.00351, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.9447, "loss": 0.9447, "time": 0.47088} {"mode": "train", "epoch": 114, "iter": 900, "lr": 0.0035, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.9478, "loss": 0.9478, "time": 0.4707} {"mode": "train", "epoch": 114, "iter": 1000, "lr": 0.0035, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.93709, "loss": 0.93709, "time": 0.4708} {"mode": "train", "epoch": 114, "iter": 1100, "lr": 0.00349, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98062, "top5_acc": 0.99938, "loss_cls": 0.94431, "loss": 0.94431, "time": 0.4728} {"mode": "train", "epoch": 114, "iter": 1200, "lr": 0.00348, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97438, "top5_acc": 0.99938, "loss_cls": 0.97843, "loss": 0.97843, "time": 0.47105} {"mode": "train", "epoch": 114, "iter": 1300, "lr": 0.00347, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.98409, "loss": 0.98409, "time": 0.47251} {"mode": "train", "epoch": 114, "iter": 1400, "lr": 0.00347, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.94806, "loss": 0.94806, "time": 0.47126} {"mode": "train", "epoch": 114, "iter": 1500, "lr": 0.00346, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9825, "top5_acc": 0.99875, "loss_cls": 0.94133, "loss": 0.94133, "time": 0.47255} {"mode": "train", "epoch": 114, "iter": 1600, "lr": 0.00345, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.91562, "loss": 0.91562, "time": 0.47256} {"mode": "train", "epoch": 114, "iter": 1700, "lr": 0.00345, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.94683, "loss": 0.94683, "time": 0.47097} {"mode": "train", "epoch": 114, "iter": 1800, "lr": 0.00344, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.93682, "loss": 0.93682, "time": 0.46967} {"mode": "train", "epoch": 114, "iter": 1900, "lr": 0.00343, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.9742, "loss": 0.9742, "time": 0.47046} {"mode": "train", "epoch": 114, "iter": 2000, "lr": 0.00342, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97312, "top5_acc": 0.99875, "loss_cls": 0.96579, "loss": 0.96579, "time": 0.47209} {"mode": "train", "epoch": 114, "iter": 2100, "lr": 0.00342, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.96372, "loss": 0.96372, "time": 0.47087} {"mode": "train", "epoch": 114, "iter": 2200, "lr": 0.00341, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.96671, "loss": 0.96671, "time": 0.47033} {"mode": "train", "epoch": 114, "iter": 2300, "lr": 0.0034, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.97592, "loss": 0.97592, "time": 0.47179} {"mode": "train", "epoch": 114, "iter": 2400, "lr": 0.0034, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.97, "top5_acc": 0.99812, "loss_cls": 1.01633, "loss": 1.01633, "time": 0.4708} {"mode": "train", "epoch": 114, "iter": 2500, "lr": 0.00339, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.96312, "top5_acc": 0.99875, "loss_cls": 1.03475, "loss": 1.03475, "time": 0.47188} {"mode": "val", "epoch": 114, "iter": 1031, "lr": 0.00339, "top1_acc": 0.87511, "top5_acc": 0.98023} {"mode": "train", "epoch": 115, "iter": 100, "lr": 0.00338, "memory": 6499, "data_time": 0.1818, "top1_acc": 0.98375, "top5_acc": 0.99938, "loss_cls": 0.93778, "loss": 0.93778, "time": 0.69006} {"mode": "train", "epoch": 115, "iter": 200, "lr": 0.00337, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.92648, "loss": 0.92648, "time": 0.50714} {"mode": "train", "epoch": 115, "iter": 300, "lr": 0.00337, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.93206, "loss": 0.93206, "time": 0.27811} {"mode": "train", "epoch": 115, "iter": 400, "lr": 0.00336, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.92433, "loss": 0.92433, "time": 0.47243} {"mode": "train", "epoch": 115, "iter": 500, "lr": 0.00335, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98875, "top5_acc": 0.99938, "loss_cls": 0.90478, "loss": 0.90478, "time": 0.47106} {"mode": "train", "epoch": 115, "iter": 600, "lr": 0.00335, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.90529, "loss": 0.90529, "time": 0.47089} {"mode": "train", "epoch": 115, "iter": 700, "lr": 0.00334, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.92069, "loss": 0.92069, "time": 0.47267} {"mode": "train", "epoch": 115, "iter": 800, "lr": 0.00333, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.92041, "loss": 0.92041, "time": 0.47214} {"mode": "train", "epoch": 115, "iter": 900, "lr": 0.00332, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.94101, "loss": 0.94101, "time": 0.47246} {"mode": "train", "epoch": 115, "iter": 1000, "lr": 0.00332, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.9353, "loss": 0.9353, "time": 0.47192} {"mode": "train", "epoch": 115, "iter": 1100, "lr": 0.00331, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.91972, "loss": 0.91972, "time": 0.47075} {"mode": "train", "epoch": 115, "iter": 1200, "lr": 0.0033, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.94153, "loss": 0.94153, "time": 0.47197} {"mode": "train", "epoch": 115, "iter": 1300, "lr": 0.0033, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.88906, "loss": 0.88906, "time": 0.47206} {"mode": "train", "epoch": 115, "iter": 1400, "lr": 0.00329, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98188, "top5_acc": 0.99875, "loss_cls": 0.93781, "loss": 0.93781, "time": 0.47178} {"mode": "train", "epoch": 115, "iter": 1500, "lr": 0.00328, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.94094, "loss": 0.94094, "time": 0.47122} {"mode": "train", "epoch": 115, "iter": 1600, "lr": 0.00327, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.89433, "loss": 0.89433, "time": 0.47051} {"mode": "train", "epoch": 115, "iter": 1700, "lr": 0.00327, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.985, "top5_acc": 0.99938, "loss_cls": 0.93501, "loss": 0.93501, "time": 0.4721} {"mode": "train", "epoch": 115, "iter": 1800, "lr": 0.00326, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.95243, "loss": 0.95243, "time": 0.47219} {"mode": "train", "epoch": 115, "iter": 1900, "lr": 0.00325, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.9455, "loss": 0.9455, "time": 0.47099} {"mode": "train", "epoch": 115, "iter": 2000, "lr": 0.00325, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.93164, "loss": 0.93164, "time": 0.47183} {"mode": "train", "epoch": 115, "iter": 2100, "lr": 0.00324, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.91069, "loss": 0.91069, "time": 0.47408} {"mode": "train", "epoch": 115, "iter": 2200, "lr": 0.00323, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.95311, "loss": 0.95311, "time": 0.47237} {"mode": "train", "epoch": 115, "iter": 2300, "lr": 0.00323, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.96751, "loss": 0.96751, "time": 0.47291} {"mode": "train", "epoch": 115, "iter": 2400, "lr": 0.00322, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98, "top5_acc": 0.99938, "loss_cls": 0.92438, "loss": 0.92438, "time": 0.47135} {"mode": "train", "epoch": 115, "iter": 2500, "lr": 0.00321, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.91878, "loss": 0.91878, "time": 0.47336} {"mode": "val", "epoch": 115, "iter": 1031, "lr": 0.00321, "top1_acc": 0.89513, "top5_acc": 0.98362} {"mode": "train", "epoch": 116, "iter": 100, "lr": 0.0032, "memory": 6499, "data_time": 0.18368, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.90387, "loss": 0.90387, "time": 0.69264} {"mode": "train", "epoch": 116, "iter": 200, "lr": 0.0032, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.88576, "loss": 0.88576, "time": 0.50834} {"mode": "train", "epoch": 116, "iter": 300, "lr": 0.00319, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.89348, "loss": 0.89348, "time": 0.27374} {"mode": "train", "epoch": 116, "iter": 400, "lr": 0.00318, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97938, "top5_acc": 0.99938, "loss_cls": 0.95077, "loss": 0.95077, "time": 0.47117} {"mode": "train", "epoch": 116, "iter": 500, "lr": 0.00318, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.91802, "loss": 0.91802, "time": 0.47328} {"mode": "train", "epoch": 116, "iter": 600, "lr": 0.00317, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.9197, "loss": 0.9197, "time": 0.47147} {"mode": "train", "epoch": 116, "iter": 700, "lr": 0.00316, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.89299, "loss": 0.89299, "time": 0.47263} {"mode": "train", "epoch": 116, "iter": 800, "lr": 0.00316, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.92041, "loss": 0.92041, "time": 0.47242} {"mode": "train", "epoch": 116, "iter": 900, "lr": 0.00315, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.9408, "loss": 0.9408, "time": 0.47227} {"mode": "train", "epoch": 116, "iter": 1000, "lr": 0.00314, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.91879, "loss": 0.91879, "time": 0.47276} {"mode": "train", "epoch": 116, "iter": 1100, "lr": 0.00313, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.89844, "loss": 0.89844, "time": 0.47229} {"mode": "train", "epoch": 116, "iter": 1200, "lr": 0.00313, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.89704, "loss": 0.89704, "time": 0.47131} {"mode": "train", "epoch": 116, "iter": 1300, "lr": 0.00312, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.91181, "loss": 0.91181, "time": 0.47143} {"mode": "train", "epoch": 116, "iter": 1400, "lr": 0.00311, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.92626, "loss": 0.92626, "time": 0.47186} {"mode": "train", "epoch": 116, "iter": 1500, "lr": 0.00311, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.91093, "loss": 0.91093, "time": 0.47195} {"mode": "train", "epoch": 116, "iter": 1600, "lr": 0.0031, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.92274, "loss": 0.92274, "time": 0.47134} {"mode": "train", "epoch": 116, "iter": 1700, "lr": 0.00309, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.92491, "loss": 0.92491, "time": 0.47175} {"mode": "train", "epoch": 116, "iter": 1800, "lr": 0.00309, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98312, "top5_acc": 0.99938, "loss_cls": 0.91705, "loss": 0.91705, "time": 0.4735} {"mode": "train", "epoch": 116, "iter": 1900, "lr": 0.00308, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.94377, "loss": 0.94377, "time": 0.47278} {"mode": "train", "epoch": 116, "iter": 2000, "lr": 0.00307, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.9068, "loss": 0.9068, "time": 0.47265} {"mode": "train", "epoch": 116, "iter": 2100, "lr": 0.00307, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.91172, "loss": 0.91172, "time": 0.47137} {"mode": "train", "epoch": 116, "iter": 2200, "lr": 0.00306, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.94037, "loss": 0.94037, "time": 0.47091} {"mode": "train", "epoch": 116, "iter": 2300, "lr": 0.00305, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.98625, "top5_acc": 0.99938, "loss_cls": 0.92528, "loss": 0.92528, "time": 0.47153} {"mode": "train", "epoch": 116, "iter": 2400, "lr": 0.00304, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.92252, "loss": 0.92252, "time": 0.47059} {"mode": "train", "epoch": 116, "iter": 2500, "lr": 0.00304, "memory": 6499, "data_time": 0.00057, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.9342, "loss": 0.9342, "time": 0.47354} {"mode": "val", "epoch": 116, "iter": 1031, "lr": 0.00304, "top1_acc": 0.89737, "top5_acc": 0.98484} {"mode": "train", "epoch": 117, "iter": 100, "lr": 0.00303, "memory": 6499, "data_time": 0.18282, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.88332, "loss": 0.88332, "time": 0.69178} {"mode": "train", "epoch": 117, "iter": 200, "lr": 0.00302, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.90341, "loss": 0.90341, "time": 0.5094} {"mode": "train", "epoch": 117, "iter": 300, "lr": 0.00302, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.87477, "loss": 0.87477, "time": 0.27253} {"mode": "train", "epoch": 117, "iter": 400, "lr": 0.00301, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.8958, "loss": 0.8958, "time": 0.47282} {"mode": "train", "epoch": 117, "iter": 500, "lr": 0.003, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.8879, "loss": 0.8879, "time": 0.47095} {"mode": "train", "epoch": 117, "iter": 600, "lr": 0.003, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.91032, "loss": 0.91032, "time": 0.47111} {"mode": "train", "epoch": 117, "iter": 700, "lr": 0.00299, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.91626, "loss": 0.91626, "time": 0.47275} {"mode": "train", "epoch": 117, "iter": 800, "lr": 0.00298, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.91556, "loss": 0.91556, "time": 0.47283} {"mode": "train", "epoch": 117, "iter": 900, "lr": 0.00298, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.8938, "loss": 0.8938, "time": 0.47372} {"mode": "train", "epoch": 117, "iter": 1000, "lr": 0.00297, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.89206, "loss": 0.89206, "time": 0.47347} {"mode": "train", "epoch": 117, "iter": 1100, "lr": 0.00296, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.87995, "loss": 0.87995, "time": 0.47299} {"mode": "train", "epoch": 117, "iter": 1200, "lr": 0.00296, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.88274, "loss": 0.88274, "time": 0.47294} {"mode": "train", "epoch": 117, "iter": 1300, "lr": 0.00295, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.91898, "loss": 0.91898, "time": 0.47246} {"mode": "train", "epoch": 117, "iter": 1400, "lr": 0.00294, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.90696, "loss": 0.90696, "time": 0.47186} {"mode": "train", "epoch": 117, "iter": 1500, "lr": 0.00294, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.87546, "loss": 0.87546, "time": 0.47209} {"mode": "train", "epoch": 117, "iter": 1600, "lr": 0.00293, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.88781, "loss": 0.88781, "time": 0.47402} {"mode": "train", "epoch": 117, "iter": 1700, "lr": 0.00292, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.92544, "loss": 0.92544, "time": 0.47276} {"mode": "train", "epoch": 117, "iter": 1800, "lr": 0.00292, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.90722, "loss": 0.90722, "time": 0.47369} {"mode": "train", "epoch": 117, "iter": 1900, "lr": 0.00291, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.92328, "loss": 0.92328, "time": 0.47257} {"mode": "train", "epoch": 117, "iter": 2000, "lr": 0.0029, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.90086, "loss": 0.90086, "time": 0.47275} {"mode": "train", "epoch": 117, "iter": 2100, "lr": 0.0029, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.92724, "loss": 0.92724, "time": 0.47373} {"mode": "train", "epoch": 117, "iter": 2200, "lr": 0.00289, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.91219, "loss": 0.91219, "time": 0.47211} {"mode": "train", "epoch": 117, "iter": 2300, "lr": 0.00288, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.92797, "loss": 0.92797, "time": 0.47259} {"mode": "train", "epoch": 117, "iter": 2400, "lr": 0.00288, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.91812, "loss": 0.91812, "time": 0.47386} {"mode": "train", "epoch": 117, "iter": 2500, "lr": 0.00287, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.92743, "loss": 0.92743, "time": 0.47346} {"mode": "val", "epoch": 117, "iter": 1031, "lr": 0.00287, "top1_acc": 0.89531, "top5_acc": 0.98308} {"mode": "train", "epoch": 118, "iter": 100, "lr": 0.00286, "memory": 6499, "data_time": 0.18885, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.91882, "loss": 0.91882, "time": 0.69692} {"mode": "train", "epoch": 118, "iter": 200, "lr": 0.00286, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.89456, "loss": 0.89456, "time": 0.50944} {"mode": "train", "epoch": 118, "iter": 300, "lr": 0.00285, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.88488, "loss": 0.88488, "time": 0.28056} {"mode": "train", "epoch": 118, "iter": 400, "lr": 0.00284, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.86498, "loss": 0.86498, "time": 0.47905} {"mode": "train", "epoch": 118, "iter": 500, "lr": 0.00284, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.89284, "loss": 0.89284, "time": 0.4796} {"mode": "train", "epoch": 118, "iter": 600, "lr": 0.00283, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.937, "loss": 0.937, "time": 0.47865} {"mode": "train", "epoch": 118, "iter": 700, "lr": 0.00282, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.8938, "loss": 0.8938, "time": 0.47864} {"mode": "train", "epoch": 118, "iter": 800, "lr": 0.00282, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.91279, "loss": 0.91279, "time": 0.47921} {"mode": "train", "epoch": 118, "iter": 900, "lr": 0.00281, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.88559, "loss": 0.88559, "time": 0.47866} {"mode": "train", "epoch": 118, "iter": 1000, "lr": 0.0028, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.92216, "loss": 0.92216, "time": 0.4792} {"mode": "train", "epoch": 118, "iter": 1100, "lr": 0.0028, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.89724, "loss": 0.89724, "time": 0.47911} {"mode": "train", "epoch": 118, "iter": 1200, "lr": 0.00279, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.90733, "loss": 0.90733, "time": 0.47937} {"mode": "train", "epoch": 118, "iter": 1300, "lr": 0.00278, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.90803, "loss": 0.90803, "time": 0.47899} {"mode": "train", "epoch": 118, "iter": 1400, "lr": 0.00278, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.88643, "loss": 0.88643, "time": 0.4788} {"mode": "train", "epoch": 118, "iter": 1500, "lr": 0.00277, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.91875, "loss": 0.91875, "time": 0.47884} {"mode": "train", "epoch": 118, "iter": 1600, "lr": 0.00276, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.88893, "loss": 0.88893, "time": 0.47842} {"mode": "train", "epoch": 118, "iter": 1700, "lr": 0.00276, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.89243, "loss": 0.89243, "time": 0.47897} {"mode": "train", "epoch": 118, "iter": 1800, "lr": 0.00275, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.89495, "loss": 0.89495, "time": 0.47836} {"mode": "train", "epoch": 118, "iter": 1900, "lr": 0.00274, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.94382, "loss": 0.94382, "time": 0.47918} {"mode": "train", "epoch": 118, "iter": 2000, "lr": 0.00274, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.93084, "loss": 0.93084, "time": 0.47891} {"mode": "train", "epoch": 118, "iter": 2100, "lr": 0.00273, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.90693, "loss": 0.90693, "time": 0.47915} {"mode": "train", "epoch": 118, "iter": 2200, "lr": 0.00272, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.90196, "loss": 0.90196, "time": 0.48007} {"mode": "train", "epoch": 118, "iter": 2300, "lr": 0.00272, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.88508, "loss": 0.88508, "time": 0.47916} {"mode": "train", "epoch": 118, "iter": 2400, "lr": 0.00271, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.89867, "loss": 0.89867, "time": 0.47906} {"mode": "train", "epoch": 118, "iter": 2500, "lr": 0.0027, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.89154, "loss": 0.89154, "time": 0.47956} {"mode": "val", "epoch": 118, "iter": 1031, "lr": 0.0027, "top1_acc": 0.89913, "top5_acc": 0.98393} {"mode": "train", "epoch": 119, "iter": 100, "lr": 0.0027, "memory": 6499, "data_time": 0.18356, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.88825, "loss": 0.88825, "time": 0.6922} {"mode": "train", "epoch": 119, "iter": 200, "lr": 0.00269, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.89017, "loss": 0.89017, "time": 0.50852} {"mode": "train", "epoch": 119, "iter": 300, "lr": 0.00268, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.86806, "loss": 0.86806, "time": 0.29302} {"mode": "train", "epoch": 119, "iter": 400, "lr": 0.00268, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.86659, "loss": 0.86659, "time": 0.45558} {"mode": "train", "epoch": 119, "iter": 500, "lr": 0.00267, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.86444, "loss": 0.86444, "time": 0.47211} {"mode": "train", "epoch": 119, "iter": 600, "lr": 0.00267, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.89435, "loss": 0.89435, "time": 0.46938} {"mode": "train", "epoch": 119, "iter": 700, "lr": 0.00266, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.88172, "loss": 0.88172, "time": 0.47107} {"mode": "train", "epoch": 119, "iter": 800, "lr": 0.00265, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.91064, "loss": 0.91064, "time": 0.47246} {"mode": "train", "epoch": 119, "iter": 900, "lr": 0.00265, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.89067, "loss": 0.89067, "time": 0.47227} {"mode": "train", "epoch": 119, "iter": 1000, "lr": 0.00264, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.90292, "loss": 0.90292, "time": 0.47031} {"mode": "train", "epoch": 119, "iter": 1100, "lr": 0.00263, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.90402, "loss": 0.90402, "time": 0.47202} {"mode": "train", "epoch": 119, "iter": 1200, "lr": 0.00263, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.91019, "loss": 0.91019, "time": 0.47053} {"mode": "train", "epoch": 119, "iter": 1300, "lr": 0.00262, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.88671, "loss": 0.88671, "time": 0.47118} {"mode": "train", "epoch": 119, "iter": 1400, "lr": 0.00261, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.9072, "loss": 0.9072, "time": 0.47128} {"mode": "train", "epoch": 119, "iter": 1500, "lr": 0.00261, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.87851, "loss": 0.87851, "time": 0.47186} {"mode": "train", "epoch": 119, "iter": 1600, "lr": 0.0026, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.90502, "loss": 0.90502, "time": 0.47148} {"mode": "train", "epoch": 119, "iter": 1700, "lr": 0.00259, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.88747, "loss": 0.88747, "time": 0.47106} {"mode": "train", "epoch": 119, "iter": 1800, "lr": 0.00259, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.87699, "loss": 0.87699, "time": 0.47243} {"mode": "train", "epoch": 119, "iter": 1900, "lr": 0.00258, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.90513, "loss": 0.90513, "time": 0.47072} {"mode": "train", "epoch": 119, "iter": 2000, "lr": 0.00258, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.87502, "loss": 0.87502, "time": 0.4713} {"mode": "train", "epoch": 119, "iter": 2100, "lr": 0.00257, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.90434, "loss": 0.90434, "time": 0.47093} {"mode": "train", "epoch": 119, "iter": 2200, "lr": 0.00256, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.89618, "loss": 0.89618, "time": 0.47009} {"mode": "train", "epoch": 119, "iter": 2300, "lr": 0.00256, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.90172, "loss": 0.90172, "time": 0.4705} {"mode": "train", "epoch": 119, "iter": 2400, "lr": 0.00255, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.9028, "loss": 0.9028, "time": 0.47158} {"mode": "train", "epoch": 119, "iter": 2500, "lr": 0.00254, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.89804, "loss": 0.89804, "time": 0.47153} {"mode": "val", "epoch": 119, "iter": 1031, "lr": 0.00254, "top1_acc": 0.89719, "top5_acc": 0.9835} {"mode": "train", "epoch": 120, "iter": 100, "lr": 0.00254, "memory": 6499, "data_time": 0.18788, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.89434, "loss": 0.89434, "time": 0.6961} {"mode": "train", "epoch": 120, "iter": 200, "lr": 0.00253, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.88184, "loss": 0.88184, "time": 0.50809} {"mode": "train", "epoch": 120, "iter": 300, "lr": 0.00252, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.87998, "loss": 0.87998, "time": 0.31058} {"mode": "train", "epoch": 120, "iter": 400, "lr": 0.00252, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.91265, "loss": 0.91265, "time": 0.44483} {"mode": "train", "epoch": 120, "iter": 500, "lr": 0.00251, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.89946, "loss": 0.89946, "time": 0.47141} {"mode": "train", "epoch": 120, "iter": 600, "lr": 0.00251, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.8757, "loss": 0.8757, "time": 0.47204} {"mode": "train", "epoch": 120, "iter": 700, "lr": 0.0025, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.90709, "loss": 0.90709, "time": 0.47226} {"mode": "train", "epoch": 120, "iter": 800, "lr": 0.00249, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.89057, "loss": 0.89057, "time": 0.4718} {"mode": "train", "epoch": 120, "iter": 900, "lr": 0.00249, "memory": 6499, "data_time": 0.00044, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.91026, "loss": 0.91026, "time": 0.47232} {"mode": "train", "epoch": 120, "iter": 1000, "lr": 0.00248, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.87651, "loss": 0.87651, "time": 0.47145} {"mode": "train", "epoch": 120, "iter": 1100, "lr": 0.00247, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.87395, "loss": 0.87395, "time": 0.4699} {"mode": "train", "epoch": 120, "iter": 1200, "lr": 0.00247, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.90652, "loss": 0.90652, "time": 0.47025} {"mode": "train", "epoch": 120, "iter": 1300, "lr": 0.00246, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.8814, "loss": 0.8814, "time": 0.4696} {"mode": "train", "epoch": 120, "iter": 1400, "lr": 0.00246, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.89544, "loss": 0.89544, "time": 0.47198} {"mode": "train", "epoch": 120, "iter": 1500, "lr": 0.00245, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.8941, "loss": 0.8941, "time": 0.47112} {"mode": "train", "epoch": 120, "iter": 1600, "lr": 0.00244, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.81676, "loss": 0.81676, "time": 0.47273} {"mode": "train", "epoch": 120, "iter": 1700, "lr": 0.00244, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.87938, "loss": 0.87938, "time": 0.47078} {"mode": "train", "epoch": 120, "iter": 1800, "lr": 0.00243, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.87545, "loss": 0.87545, "time": 0.47078} {"mode": "train", "epoch": 120, "iter": 1900, "lr": 0.00242, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.90225, "loss": 0.90225, "time": 0.47196} {"mode": "train", "epoch": 120, "iter": 2000, "lr": 0.00242, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.90427, "loss": 0.90427, "time": 0.47174} {"mode": "train", "epoch": 120, "iter": 2100, "lr": 0.00241, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.88545, "loss": 0.88545, "time": 0.47041} {"mode": "train", "epoch": 120, "iter": 2200, "lr": 0.00241, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.88012, "loss": 0.88012, "time": 0.47202} {"mode": "train", "epoch": 120, "iter": 2300, "lr": 0.0024, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.89764, "loss": 0.89764, "time": 0.47274} {"mode": "train", "epoch": 120, "iter": 2400, "lr": 0.00239, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.86728, "loss": 0.86728, "time": 0.47256} {"mode": "train", "epoch": 120, "iter": 2500, "lr": 0.00239, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.88471, "loss": 0.88471, "time": 0.472} {"mode": "val", "epoch": 120, "iter": 1031, "lr": 0.00239, "top1_acc": 0.90162, "top5_acc": 0.98435} {"mode": "train", "epoch": 121, "iter": 100, "lr": 0.00238, "memory": 6499, "data_time": 0.18344, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.86057, "loss": 0.86057, "time": 0.69162} {"mode": "train", "epoch": 121, "iter": 200, "lr": 0.00238, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.87892, "loss": 0.87892, "time": 0.50893} {"mode": "train", "epoch": 121, "iter": 300, "lr": 0.00237, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.89674, "loss": 0.89674, "time": 0.32891} {"mode": "train", "epoch": 121, "iter": 400, "lr": 0.00236, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.87475, "loss": 0.87475, "time": 0.42993} {"mode": "train", "epoch": 121, "iter": 500, "lr": 0.00236, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.84809, "loss": 0.84809, "time": 0.4728} {"mode": "train", "epoch": 121, "iter": 600, "lr": 0.00235, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.87471, "loss": 0.87471, "time": 0.47103} {"mode": "train", "epoch": 121, "iter": 700, "lr": 0.00234, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.87031, "loss": 0.87031, "time": 0.4725} {"mode": "train", "epoch": 121, "iter": 800, "lr": 0.00234, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.8648, "loss": 0.8648, "time": 0.47198} {"mode": "train", "epoch": 121, "iter": 900, "lr": 0.00233, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.87164, "loss": 0.87164, "time": 0.4714} {"mode": "train", "epoch": 121, "iter": 1000, "lr": 0.00233, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.88697, "loss": 0.88697, "time": 0.47174} {"mode": "train", "epoch": 121, "iter": 1100, "lr": 0.00232, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.86524, "loss": 0.86524, "time": 0.47162} {"mode": "train", "epoch": 121, "iter": 1200, "lr": 0.00231, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.87305, "loss": 0.87305, "time": 0.47065} {"mode": "train", "epoch": 121, "iter": 1300, "lr": 0.00231, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.88942, "loss": 0.88942, "time": 0.47057} {"mode": "train", "epoch": 121, "iter": 1400, "lr": 0.0023, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.88483, "loss": 0.88483, "time": 0.47187} {"mode": "train", "epoch": 121, "iter": 1500, "lr": 0.0023, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.88901, "loss": 0.88901, "time": 0.47179} {"mode": "train", "epoch": 121, "iter": 1600, "lr": 0.00229, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.87441, "loss": 0.87441, "time": 0.47129} {"mode": "train", "epoch": 121, "iter": 1700, "lr": 0.00228, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.88893, "loss": 0.88893, "time": 0.47213} {"mode": "train", "epoch": 121, "iter": 1800, "lr": 0.00228, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.87902, "loss": 0.87902, "time": 0.46989} {"mode": "train", "epoch": 121, "iter": 1900, "lr": 0.00227, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.88488, "loss": 0.88488, "time": 0.47127} {"mode": "train", "epoch": 121, "iter": 2000, "lr": 0.00227, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.88871, "loss": 0.88871, "time": 0.47027} {"mode": "train", "epoch": 121, "iter": 2100, "lr": 0.00226, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.86924, "loss": 0.86924, "time": 0.4702} {"mode": "train", "epoch": 121, "iter": 2200, "lr": 0.00225, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.8857, "loss": 0.8857, "time": 0.47046} {"mode": "train", "epoch": 121, "iter": 2300, "lr": 0.00225, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.87511, "loss": 0.87511, "time": 0.47067} {"mode": "train", "epoch": 121, "iter": 2400, "lr": 0.00224, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.87182, "loss": 0.87182, "time": 0.47083} {"mode": "train", "epoch": 121, "iter": 2500, "lr": 0.00224, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.89034, "loss": 0.89034, "time": 0.47117} {"mode": "val", "epoch": 121, "iter": 1031, "lr": 0.00224, "top1_acc": 0.90029, "top5_acc": 0.98423} {"mode": "train", "epoch": 122, "iter": 100, "lr": 0.00223, "memory": 6499, "data_time": 0.18407, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.87638, "loss": 0.87638, "time": 0.6923} {"mode": "train", "epoch": 122, "iter": 200, "lr": 0.00222, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.88894, "loss": 0.88894, "time": 0.50788} {"mode": "train", "epoch": 122, "iter": 300, "lr": 0.00222, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.87332, "loss": 0.87332, "time": 0.34645} {"mode": "train", "epoch": 122, "iter": 400, "lr": 0.00221, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.85741, "loss": 0.85741, "time": 0.4132} {"mode": "train", "epoch": 122, "iter": 500, "lr": 0.00221, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.85656, "loss": 0.85656, "time": 0.47174} {"mode": "train", "epoch": 122, "iter": 600, "lr": 0.0022, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.8704, "loss": 0.8704, "time": 0.47194} {"mode": "train", "epoch": 122, "iter": 700, "lr": 0.00219, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.88143, "loss": 0.88143, "time": 0.47} {"mode": "train", "epoch": 122, "iter": 800, "lr": 0.00219, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.8613, "loss": 0.8613, "time": 0.4703} {"mode": "train", "epoch": 122, "iter": 900, "lr": 0.00218, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.877, "loss": 0.877, "time": 0.47265} {"mode": "train", "epoch": 122, "iter": 1000, "lr": 0.00218, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.84114, "loss": 0.84114, "time": 0.4712} {"mode": "train", "epoch": 122, "iter": 1100, "lr": 0.00217, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.8895, "loss": 0.8895, "time": 0.47046} {"mode": "train", "epoch": 122, "iter": 1200, "lr": 0.00216, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.86073, "loss": 0.86073, "time": 0.47074} {"mode": "train", "epoch": 122, "iter": 1300, "lr": 0.00216, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.8618, "loss": 0.8618, "time": 0.47247} {"mode": "train", "epoch": 122, "iter": 1400, "lr": 0.00215, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.8816, "loss": 0.8816, "time": 0.47338} {"mode": "train", "epoch": 122, "iter": 1500, "lr": 0.00215, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.85876, "loss": 0.85876, "time": 0.47163} {"mode": "train", "epoch": 122, "iter": 1600, "lr": 0.00214, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.88628, "loss": 0.88628, "time": 0.47205} {"mode": "train", "epoch": 122, "iter": 1700, "lr": 0.00214, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.86391, "loss": 0.86391, "time": 0.4712} {"mode": "train", "epoch": 122, "iter": 1800, "lr": 0.00213, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.86522, "loss": 0.86522, "time": 0.47213} {"mode": "train", "epoch": 122, "iter": 1900, "lr": 0.00212, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.88011, "loss": 0.88011, "time": 0.47232} {"mode": "train", "epoch": 122, "iter": 2000, "lr": 0.00212, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.88551, "loss": 0.88551, "time": 0.47148} {"mode": "train", "epoch": 122, "iter": 2100, "lr": 0.00211, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.87223, "loss": 0.87223, "time": 0.47165} {"mode": "train", "epoch": 122, "iter": 2200, "lr": 0.00211, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.87939, "loss": 0.87939, "time": 0.4725} {"mode": "train", "epoch": 122, "iter": 2300, "lr": 0.0021, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.85975, "loss": 0.85975, "time": 0.47324} {"mode": "train", "epoch": 122, "iter": 2400, "lr": 0.00209, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.88066, "loss": 0.88066, "time": 0.47191} {"mode": "train", "epoch": 122, "iter": 2500, "lr": 0.00209, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.84195, "loss": 0.84195, "time": 0.47201} {"mode": "val", "epoch": 122, "iter": 1031, "lr": 0.00209, "top1_acc": 0.89834, "top5_acc": 0.9829} {"mode": "train", "epoch": 123, "iter": 100, "lr": 0.00208, "memory": 6499, "data_time": 0.18161, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.87805, "loss": 0.87805, "time": 0.68915} {"mode": "train", "epoch": 123, "iter": 200, "lr": 0.00208, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.84487, "loss": 0.84487, "time": 0.50769} {"mode": "train", "epoch": 123, "iter": 300, "lr": 0.00207, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85685, "loss": 0.85685, "time": 0.36779} {"mode": "train", "epoch": 123, "iter": 400, "lr": 0.00207, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.85313, "loss": 0.85313, "time": 0.38988} {"mode": "train", "epoch": 123, "iter": 500, "lr": 0.00206, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.85095, "loss": 0.85095, "time": 0.4716} {"mode": "train", "epoch": 123, "iter": 600, "lr": 0.00205, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86209, "loss": 0.86209, "time": 0.47205} {"mode": "train", "epoch": 123, "iter": 700, "lr": 0.00205, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85879, "loss": 0.85879, "time": 0.47059} {"mode": "train", "epoch": 123, "iter": 800, "lr": 0.00204, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.88535, "loss": 0.88535, "time": 0.47045} {"mode": "train", "epoch": 123, "iter": 900, "lr": 0.00204, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.86377, "loss": 0.86377, "time": 0.47087} {"mode": "train", "epoch": 123, "iter": 1000, "lr": 0.00203, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.87106, "loss": 0.87106, "time": 0.47177} {"mode": "train", "epoch": 123, "iter": 1100, "lr": 0.00203, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.87994, "loss": 0.87994, "time": 0.47134} {"mode": "train", "epoch": 123, "iter": 1200, "lr": 0.00202, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.85212, "loss": 0.85212, "time": 0.47125} {"mode": "train", "epoch": 123, "iter": 1300, "lr": 0.00201, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.85701, "loss": 0.85701, "time": 0.47237} {"mode": "train", "epoch": 123, "iter": 1400, "lr": 0.00201, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.88674, "loss": 0.88674, "time": 0.47101} {"mode": "train", "epoch": 123, "iter": 1500, "lr": 0.002, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.87362, "loss": 0.87362, "time": 0.4724} {"mode": "train", "epoch": 123, "iter": 1600, "lr": 0.002, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.89825, "loss": 0.89825, "time": 0.47311} {"mode": "train", "epoch": 123, "iter": 1700, "lr": 0.00199, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.86893, "loss": 0.86893, "time": 0.47184} {"mode": "train", "epoch": 123, "iter": 1800, "lr": 0.00199, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.85041, "loss": 0.85041, "time": 0.47103} {"mode": "train", "epoch": 123, "iter": 1900, "lr": 0.00198, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.89437, "loss": 0.89437, "time": 0.47069} {"mode": "train", "epoch": 123, "iter": 2000, "lr": 0.00197, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.87683, "loss": 0.87683, "time": 0.47204} {"mode": "train", "epoch": 123, "iter": 2100, "lr": 0.00197, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.88226, "loss": 0.88226, "time": 0.4706} {"mode": "train", "epoch": 123, "iter": 2200, "lr": 0.00196, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.86519, "loss": 0.86519, "time": 0.47232} {"mode": "train", "epoch": 123, "iter": 2300, "lr": 0.00196, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.89331, "loss": 0.89331, "time": 0.47251} {"mode": "train", "epoch": 123, "iter": 2400, "lr": 0.00195, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.88377, "loss": 0.88377, "time": 0.47196} {"mode": "train", "epoch": 123, "iter": 2500, "lr": 0.00195, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.86415, "loss": 0.86415, "time": 0.47026} {"mode": "val", "epoch": 123, "iter": 1031, "lr": 0.00195, "top1_acc": 0.90429, "top5_acc": 0.98502} {"mode": "train", "epoch": 124, "iter": 100, "lr": 0.00194, "memory": 6499, "data_time": 0.18439, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.87517, "loss": 0.87517, "time": 0.69283} {"mode": "train", "epoch": 124, "iter": 200, "lr": 0.00193, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.86331, "loss": 0.86331, "time": 0.50904} {"mode": "train", "epoch": 124, "iter": 300, "lr": 0.00193, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.87698, "loss": 0.87698, "time": 0.38028} {"mode": "train", "epoch": 124, "iter": 400, "lr": 0.00192, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.87314, "loss": 0.87314, "time": 0.38425} {"mode": "train", "epoch": 124, "iter": 500, "lr": 0.00192, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.87813, "loss": 0.87813, "time": 0.47053} {"mode": "train", "epoch": 124, "iter": 600, "lr": 0.00191, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.87115, "loss": 0.87115, "time": 0.47088} {"mode": "train", "epoch": 124, "iter": 700, "lr": 0.00191, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.84024, "loss": 0.84024, "time": 0.47168} {"mode": "train", "epoch": 124, "iter": 800, "lr": 0.0019, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.8588, "loss": 0.8588, "time": 0.47186} {"mode": "train", "epoch": 124, "iter": 900, "lr": 0.0019, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.86472, "loss": 0.86472, "time": 0.47231} {"mode": "train", "epoch": 124, "iter": 1000, "lr": 0.00189, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.85289, "loss": 0.85289, "time": 0.47171} {"mode": "train", "epoch": 124, "iter": 1100, "lr": 0.00188, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.87316, "loss": 0.87316, "time": 0.47228} {"mode": "train", "epoch": 124, "iter": 1200, "lr": 0.00188, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.85581, "loss": 0.85581, "time": 0.47211} {"mode": "train", "epoch": 124, "iter": 1300, "lr": 0.00187, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.87827, "loss": 0.87827, "time": 0.47206} {"mode": "train", "epoch": 124, "iter": 1400, "lr": 0.00187, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.87862, "loss": 0.87862, "time": 0.47034} {"mode": "train", "epoch": 124, "iter": 1500, "lr": 0.00186, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.89155, "loss": 0.89155, "time": 0.47144} {"mode": "train", "epoch": 124, "iter": 1600, "lr": 0.00186, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.88251, "loss": 0.88251, "time": 0.47176} {"mode": "train", "epoch": 124, "iter": 1700, "lr": 0.00185, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.87994, "loss": 0.87994, "time": 0.47031} {"mode": "train", "epoch": 124, "iter": 1800, "lr": 0.00185, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.86693, "loss": 0.86693, "time": 0.47205} {"mode": "train", "epoch": 124, "iter": 1900, "lr": 0.00184, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.86716, "loss": 0.86716, "time": 0.46976} {"mode": "train", "epoch": 124, "iter": 2000, "lr": 0.00184, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.8462, "loss": 0.8462, "time": 0.46954} {"mode": "train", "epoch": 124, "iter": 2100, "lr": 0.00183, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.8559, "loss": 0.8559, "time": 0.47249} {"mode": "train", "epoch": 124, "iter": 2200, "lr": 0.00182, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.88155, "loss": 0.88155, "time": 0.47068} {"mode": "train", "epoch": 124, "iter": 2300, "lr": 0.00182, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.87644, "loss": 0.87644, "time": 0.4701} {"mode": "train", "epoch": 124, "iter": 2400, "lr": 0.00181, "memory": 6499, "data_time": 0.00053, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.87063, "loss": 0.87063, "time": 0.47109} {"mode": "train", "epoch": 124, "iter": 2500, "lr": 0.00181, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.87017, "loss": 0.87017, "time": 0.47218} {"mode": "val", "epoch": 124, "iter": 1031, "lr": 0.00181, "top1_acc": 0.90787, "top5_acc": 0.98587} {"mode": "train", "epoch": 125, "iter": 100, "lr": 0.0018, "memory": 6499, "data_time": 0.18199, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.83893, "loss": 0.83893, "time": 0.69178} {"mode": "train", "epoch": 125, "iter": 200, "lr": 0.0018, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.87027, "loss": 0.87027, "time": 0.50851} {"mode": "train", "epoch": 125, "iter": 300, "lr": 0.00179, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.86281, "loss": 0.86281, "time": 0.38267} {"mode": "train", "epoch": 125, "iter": 400, "lr": 0.00179, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.85477, "loss": 0.85477, "time": 0.38395} {"mode": "train", "epoch": 125, "iter": 500, "lr": 0.00178, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.85622, "loss": 0.85622, "time": 0.4787} {"mode": "train", "epoch": 125, "iter": 600, "lr": 0.00178, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85392, "loss": 0.85392, "time": 0.47914} {"mode": "train", "epoch": 125, "iter": 700, "lr": 0.00177, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.87008, "loss": 0.87008, "time": 0.4789} {"mode": "train", "epoch": 125, "iter": 800, "lr": 0.00176, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.87216, "loss": 0.87216, "time": 0.47913} {"mode": "train", "epoch": 125, "iter": 900, "lr": 0.00176, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.8699, "loss": 0.8699, "time": 0.4788} {"mode": "train", "epoch": 125, "iter": 1000, "lr": 0.00175, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.84512, "loss": 0.84512, "time": 0.47833} {"mode": "train", "epoch": 125, "iter": 1100, "lr": 0.00175, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.86926, "loss": 0.86926, "time": 0.47873} {"mode": "train", "epoch": 125, "iter": 1200, "lr": 0.00174, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.88385, "loss": 0.88385, "time": 0.47895} {"mode": "train", "epoch": 125, "iter": 1300, "lr": 0.00174, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85273, "loss": 0.85273, "time": 0.47885} {"mode": "train", "epoch": 125, "iter": 1400, "lr": 0.00173, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.84826, "loss": 0.84826, "time": 0.47795} {"mode": "train", "epoch": 125, "iter": 1500, "lr": 0.00173, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.84736, "loss": 0.84736, "time": 0.47897} {"mode": "train", "epoch": 125, "iter": 1600, "lr": 0.00172, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.84963, "loss": 0.84963, "time": 0.47885} {"mode": "train", "epoch": 125, "iter": 1700, "lr": 0.00172, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.86322, "loss": 0.86322, "time": 0.47905} {"mode": "train", "epoch": 125, "iter": 1800, "lr": 0.00171, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85734, "loss": 0.85734, "time": 0.479} {"mode": "train", "epoch": 125, "iter": 1900, "lr": 0.00171, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.87382, "loss": 0.87382, "time": 0.4787} {"mode": "train", "epoch": 125, "iter": 2000, "lr": 0.0017, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.87286, "loss": 0.87286, "time": 0.47873} {"mode": "train", "epoch": 125, "iter": 2100, "lr": 0.0017, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.8653, "loss": 0.8653, "time": 0.47885} {"mode": "train", "epoch": 125, "iter": 2200, "lr": 0.00169, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.84619, "loss": 0.84619, "time": 0.47889} {"mode": "train", "epoch": 125, "iter": 2300, "lr": 0.00169, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.86581, "loss": 0.86581, "time": 0.47909} {"mode": "train", "epoch": 125, "iter": 2400, "lr": 0.00168, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.85316, "loss": 0.85316, "time": 0.47876} {"mode": "train", "epoch": 125, "iter": 2500, "lr": 0.00168, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.87471, "loss": 0.87471, "time": 0.47856} {"mode": "val", "epoch": 125, "iter": 1031, "lr": 0.00167, "top1_acc": 0.9069, "top5_acc": 0.98532} {"mode": "train", "epoch": 126, "iter": 100, "lr": 0.00167, "memory": 6499, "data_time": 0.1843, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.88779, "loss": 0.88779, "time": 0.6924} {"mode": "train", "epoch": 126, "iter": 200, "lr": 0.00166, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83917, "loss": 0.83917, "time": 0.50825} {"mode": "train", "epoch": 126, "iter": 300, "lr": 0.00166, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.86127, "loss": 0.86127, "time": 0.39464} {"mode": "train", "epoch": 126, "iter": 400, "lr": 0.00165, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.84823, "loss": 0.84823, "time": 0.3759} {"mode": "train", "epoch": 126, "iter": 500, "lr": 0.00165, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.8436, "loss": 0.8436, "time": 0.47881} {"mode": "train", "epoch": 126, "iter": 600, "lr": 0.00164, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.86063, "loss": 0.86063, "time": 0.47879} {"mode": "train", "epoch": 126, "iter": 700, "lr": 0.00164, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.86019, "loss": 0.86019, "time": 0.47862} {"mode": "train", "epoch": 126, "iter": 800, "lr": 0.00163, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.852, "loss": 0.852, "time": 0.47922} {"mode": "train", "epoch": 126, "iter": 900, "lr": 0.00163, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.86697, "loss": 0.86697, "time": 0.47883} {"mode": "train", "epoch": 126, "iter": 1000, "lr": 0.00162, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84784, "loss": 0.84784, "time": 0.47872} {"mode": "train", "epoch": 126, "iter": 1100, "lr": 0.00162, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.87785, "loss": 0.87785, "time": 0.47898} {"mode": "train", "epoch": 126, "iter": 1200, "lr": 0.00161, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85126, "loss": 0.85126, "time": 0.47881} {"mode": "train", "epoch": 126, "iter": 1300, "lr": 0.00161, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.86298, "loss": 0.86298, "time": 0.47852} {"mode": "train", "epoch": 126, "iter": 1400, "lr": 0.0016, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85065, "loss": 0.85065, "time": 0.47868} {"mode": "train", "epoch": 126, "iter": 1500, "lr": 0.0016, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.85867, "loss": 0.85867, "time": 0.47853} {"mode": "train", "epoch": 126, "iter": 1600, "lr": 0.00159, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85321, "loss": 0.85321, "time": 0.47908} {"mode": "train", "epoch": 126, "iter": 1700, "lr": 0.00159, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85389, "loss": 0.85389, "time": 0.47915} {"mode": "train", "epoch": 126, "iter": 1800, "lr": 0.00158, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.8631, "loss": 0.8631, "time": 0.47824} {"mode": "train", "epoch": 126, "iter": 1900, "lr": 0.00158, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.86669, "loss": 0.86669, "time": 0.4785} {"mode": "train", "epoch": 126, "iter": 2000, "lr": 0.00157, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.84873, "loss": 0.84873, "time": 0.47872} {"mode": "train", "epoch": 126, "iter": 2100, "lr": 0.00157, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83687, "loss": 0.83687, "time": 0.47872} {"mode": "train", "epoch": 126, "iter": 2200, "lr": 0.00156, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85582, "loss": 0.85582, "time": 0.47861} {"mode": "train", "epoch": 126, "iter": 2300, "lr": 0.00156, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86045, "loss": 0.86045, "time": 0.4787} {"mode": "train", "epoch": 126, "iter": 2400, "lr": 0.00155, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85112, "loss": 0.85112, "time": 0.47883} {"mode": "train", "epoch": 126, "iter": 2500, "lr": 0.00155, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.85541, "loss": 0.85541, "time": 0.47841} {"mode": "val", "epoch": 126, "iter": 1031, "lr": 0.00155, "top1_acc": 0.90775, "top5_acc": 0.98526} {"mode": "train", "epoch": 127, "iter": 100, "lr": 0.00154, "memory": 6499, "data_time": 0.18395, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.85675, "loss": 0.85675, "time": 0.68873} {"mode": "train", "epoch": 127, "iter": 200, "lr": 0.00154, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.85982, "loss": 0.85982, "time": 0.50825} {"mode": "train", "epoch": 127, "iter": 300, "lr": 0.00153, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85418, "loss": 0.85418, "time": 0.40564} {"mode": "train", "epoch": 127, "iter": 400, "lr": 0.00153, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.85555, "loss": 0.85555, "time": 0.35595} {"mode": "train", "epoch": 127, "iter": 500, "lr": 0.00152, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84946, "loss": 0.84946, "time": 0.47141} {"mode": "train", "epoch": 127, "iter": 600, "lr": 0.00152, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85899, "loss": 0.85899, "time": 0.47169} {"mode": "train", "epoch": 127, "iter": 700, "lr": 0.00151, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83587, "loss": 0.83587, "time": 0.47018} {"mode": "train", "epoch": 127, "iter": 800, "lr": 0.00151, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82303, "loss": 0.82303, "time": 0.47238} {"mode": "train", "epoch": 127, "iter": 900, "lr": 0.0015, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.8566, "loss": 0.8566, "time": 0.47133} {"mode": "train", "epoch": 127, "iter": 1000, "lr": 0.0015, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85524, "loss": 0.85524, "time": 0.4699} {"mode": "train", "epoch": 127, "iter": 1100, "lr": 0.00149, "memory": 6499, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8416, "loss": 0.8416, "time": 0.46993} {"mode": "train", "epoch": 127, "iter": 1200, "lr": 0.00149, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.84992, "loss": 0.84992, "time": 0.47095} {"mode": "train", "epoch": 127, "iter": 1300, "lr": 0.00148, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83632, "loss": 0.83632, "time": 0.47251} {"mode": "train", "epoch": 127, "iter": 1400, "lr": 0.00148, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.87118, "loss": 0.87118, "time": 0.47181} {"mode": "train", "epoch": 127, "iter": 1500, "lr": 0.00147, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.86136, "loss": 0.86136, "time": 0.4703} {"mode": "train", "epoch": 127, "iter": 1600, "lr": 0.00147, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.84745, "loss": 0.84745, "time": 0.47113} {"mode": "train", "epoch": 127, "iter": 1700, "lr": 0.00146, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.84885, "loss": 0.84885, "time": 0.47339} {"mode": "train", "epoch": 127, "iter": 1800, "lr": 0.00146, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85316, "loss": 0.85316, "time": 0.47158} {"mode": "train", "epoch": 127, "iter": 1900, "lr": 0.00145, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84725, "loss": 0.84725, "time": 0.47146} {"mode": "train", "epoch": 127, "iter": 2000, "lr": 0.00145, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.861, "loss": 0.861, "time": 0.47232} {"mode": "train", "epoch": 127, "iter": 2100, "lr": 0.00144, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84648, "loss": 0.84648, "time": 0.47101} {"mode": "train", "epoch": 127, "iter": 2200, "lr": 0.00144, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85936, "loss": 0.85936, "time": 0.471} {"mode": "train", "epoch": 127, "iter": 2300, "lr": 0.00143, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.859, "loss": 0.859, "time": 0.47205} {"mode": "train", "epoch": 127, "iter": 2400, "lr": 0.00143, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.8639, "loss": 0.8639, "time": 0.47262} {"mode": "train", "epoch": 127, "iter": 2500, "lr": 0.00142, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.86314, "loss": 0.86314, "time": 0.4724} {"mode": "val", "epoch": 127, "iter": 1031, "lr": 0.00142, "top1_acc": 0.91223, "top5_acc": 0.98702} {"mode": "train", "epoch": 128, "iter": 100, "lr": 0.00142, "memory": 6499, "data_time": 0.18465, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.8717, "loss": 0.8717, "time": 0.67169} {"mode": "train", "epoch": 128, "iter": 200, "lr": 0.00141, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84368, "loss": 0.84368, "time": 0.50897} {"mode": "train", "epoch": 128, "iter": 300, "lr": 0.00141, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.85083, "loss": 0.85083, "time": 0.42281} {"mode": "train", "epoch": 128, "iter": 400, "lr": 0.0014, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.87259, "loss": 0.87259, "time": 0.34625} {"mode": "train", "epoch": 128, "iter": 500, "lr": 0.0014, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.85914, "loss": 0.85914, "time": 0.47039} {"mode": "train", "epoch": 128, "iter": 600, "lr": 0.00139, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.8594, "loss": 0.8594, "time": 0.47228} {"mode": "train", "epoch": 128, "iter": 700, "lr": 0.00139, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.8785, "loss": 0.8785, "time": 0.47122} {"mode": "train", "epoch": 128, "iter": 800, "lr": 0.00138, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85655, "loss": 0.85655, "time": 0.47001} {"mode": "train", "epoch": 128, "iter": 900, "lr": 0.00138, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83312, "loss": 0.83312, "time": 0.47117} {"mode": "train", "epoch": 128, "iter": 1000, "lr": 0.00137, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.84926, "loss": 0.84926, "time": 0.47186} {"mode": "train", "epoch": 128, "iter": 1100, "lr": 0.00137, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84531, "loss": 0.84531, "time": 0.47127} {"mode": "train", "epoch": 128, "iter": 1200, "lr": 0.00136, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83143, "loss": 0.83143, "time": 0.47094} {"mode": "train", "epoch": 128, "iter": 1300, "lr": 0.00136, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.85111, "loss": 0.85111, "time": 0.47107} {"mode": "train", "epoch": 128, "iter": 1400, "lr": 0.00136, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84548, "loss": 0.84548, "time": 0.47077} {"mode": "train", "epoch": 128, "iter": 1500, "lr": 0.00135, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85217, "loss": 0.85217, "time": 0.471} {"mode": "train", "epoch": 128, "iter": 1600, "lr": 0.00135, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.84793, "loss": 0.84793, "time": 0.47073} {"mode": "train", "epoch": 128, "iter": 1700, "lr": 0.00134, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85247, "loss": 0.85247, "time": 0.47234} {"mode": "train", "epoch": 128, "iter": 1800, "lr": 0.00134, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.86722, "loss": 0.86722, "time": 0.47154} {"mode": "train", "epoch": 128, "iter": 1900, "lr": 0.00133, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.843, "loss": 0.843, "time": 0.47093} {"mode": "train", "epoch": 128, "iter": 2000, "lr": 0.00133, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82271, "loss": 0.82271, "time": 0.47124} {"mode": "train", "epoch": 128, "iter": 2100, "lr": 0.00132, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.8625, "loss": 0.8625, "time": 0.47236} {"mode": "train", "epoch": 128, "iter": 2200, "lr": 0.00132, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85365, "loss": 0.85365, "time": 0.47225} {"mode": "train", "epoch": 128, "iter": 2300, "lr": 0.00131, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.86254, "loss": 0.86254, "time": 0.47243} {"mode": "train", "epoch": 128, "iter": 2400, "lr": 0.00131, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84659, "loss": 0.84659, "time": 0.4725} {"mode": "train", "epoch": 128, "iter": 2500, "lr": 0.0013, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86532, "loss": 0.86532, "time": 0.47386} {"mode": "val", "epoch": 128, "iter": 1031, "lr": 0.0013, "top1_acc": 0.91151, "top5_acc": 0.98647} {"mode": "train", "epoch": 129, "iter": 100, "lr": 0.0013, "memory": 6499, "data_time": 0.18249, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.82955, "loss": 0.82955, "time": 0.65624} {"mode": "train", "epoch": 129, "iter": 200, "lr": 0.00129, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83551, "loss": 0.83551, "time": 0.50875} {"mode": "train", "epoch": 129, "iter": 300, "lr": 0.00129, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83205, "loss": 0.83205, "time": 0.43887} {"mode": "train", "epoch": 129, "iter": 400, "lr": 0.00129, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.86678, "loss": 0.86678, "time": 0.3339} {"mode": "train", "epoch": 129, "iter": 500, "lr": 0.00128, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.88164, "loss": 0.88164, "time": 0.4719} {"mode": "train", "epoch": 129, "iter": 600, "lr": 0.00128, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.86532, "loss": 0.86532, "time": 0.47153} {"mode": "train", "epoch": 129, "iter": 700, "lr": 0.00127, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83702, "loss": 0.83702, "time": 0.47117} {"mode": "train", "epoch": 129, "iter": 800, "lr": 0.00127, "memory": 6499, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83511, "loss": 0.83511, "time": 0.46989} {"mode": "train", "epoch": 129, "iter": 900, "lr": 0.00126, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83595, "loss": 0.83595, "time": 0.47142} {"mode": "train", "epoch": 129, "iter": 1000, "lr": 0.00126, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86618, "loss": 0.86618, "time": 0.47081} {"mode": "train", "epoch": 129, "iter": 1100, "lr": 0.00125, "memory": 6499, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84221, "loss": 0.84221, "time": 0.47181} {"mode": "train", "epoch": 129, "iter": 1200, "lr": 0.00125, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83401, "loss": 0.83401, "time": 0.46971} {"mode": "train", "epoch": 129, "iter": 1300, "lr": 0.00124, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85492, "loss": 0.85492, "time": 0.47045} {"mode": "train", "epoch": 129, "iter": 1400, "lr": 0.00124, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.8468, "loss": 0.8468, "time": 0.4696} {"mode": "train", "epoch": 129, "iter": 1500, "lr": 0.00123, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.86224, "loss": 0.86224, "time": 0.46995} {"mode": "train", "epoch": 129, "iter": 1600, "lr": 0.00123, "memory": 6499, "data_time": 0.00053, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85065, "loss": 0.85065, "time": 0.46926} {"mode": "train", "epoch": 129, "iter": 1700, "lr": 0.00123, "memory": 6499, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83579, "loss": 0.83579, "time": 0.47139} {"mode": "train", "epoch": 129, "iter": 1800, "lr": 0.00122, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.8494, "loss": 0.8494, "time": 0.47047} {"mode": "train", "epoch": 129, "iter": 1900, "lr": 0.00122, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84601, "loss": 0.84601, "time": 0.47272} {"mode": "train", "epoch": 129, "iter": 2000, "lr": 0.00121, "memory": 6499, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84134, "loss": 0.84134, "time": 0.47035} {"mode": "train", "epoch": 129, "iter": 2100, "lr": 0.00121, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85728, "loss": 0.85728, "time": 0.47084} {"mode": "train", "epoch": 129, "iter": 2200, "lr": 0.0012, "memory": 6499, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84294, "loss": 0.84294, "time": 0.471} {"mode": "train", "epoch": 129, "iter": 2300, "lr": 0.0012, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83233, "loss": 0.83233, "time": 0.47226} {"mode": "train", "epoch": 129, "iter": 2400, "lr": 0.00119, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85129, "loss": 0.85129, "time": 0.47153} {"mode": "train", "epoch": 129, "iter": 2500, "lr": 0.00119, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84859, "loss": 0.84859, "time": 0.46993} {"mode": "val", "epoch": 129, "iter": 1031, "lr": 0.00119, "top1_acc": 0.91527, "top5_acc": 0.98708} {"mode": "train", "epoch": 130, "iter": 100, "lr": 0.00119, "memory": 6499, "data_time": 0.18538, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.86443, "loss": 0.86443, "time": 0.65348} {"mode": "train", "epoch": 130, "iter": 200, "lr": 0.00118, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84557, "loss": 0.84557, "time": 0.50847} {"mode": "train", "epoch": 130, "iter": 300, "lr": 0.00118, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.86768, "loss": 0.86768, "time": 0.44438} {"mode": "train", "epoch": 130, "iter": 400, "lr": 0.00117, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84373, "loss": 0.84373, "time": 0.33447} {"mode": "train", "epoch": 130, "iter": 500, "lr": 0.00117, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85482, "loss": 0.85482, "time": 0.47915} {"mode": "train", "epoch": 130, "iter": 600, "lr": 0.00116, "memory": 6499, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85411, "loss": 0.85411, "time": 0.47909} {"mode": "train", "epoch": 130, "iter": 700, "lr": 0.00116, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84997, "loss": 0.84997, "time": 0.47885} {"mode": "train", "epoch": 130, "iter": 800, "lr": 0.00115, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84126, "loss": 0.84126, "time": 0.47933} {"mode": "train", "epoch": 130, "iter": 900, "lr": 0.00115, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82606, "loss": 0.82606, "time": 0.47908} {"mode": "train", "epoch": 130, "iter": 1000, "lr": 0.00115, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.86662, "loss": 0.86662, "time": 0.47933} {"mode": "train", "epoch": 130, "iter": 1100, "lr": 0.00114, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83671, "loss": 0.83671, "time": 0.47978} {"mode": "train", "epoch": 130, "iter": 1200, "lr": 0.00114, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85015, "loss": 0.85015, "time": 0.47952} {"mode": "train", "epoch": 130, "iter": 1300, "lr": 0.00113, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8603, "loss": 0.8603, "time": 0.47946} {"mode": "train", "epoch": 130, "iter": 1400, "lr": 0.00113, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84618, "loss": 0.84618, "time": 0.47877} {"mode": "train", "epoch": 130, "iter": 1500, "lr": 0.00112, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85618, "loss": 0.85618, "time": 0.47949} {"mode": "train", "epoch": 130, "iter": 1600, "lr": 0.00112, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.8464, "loss": 0.8464, "time": 0.47893} {"mode": "train", "epoch": 130, "iter": 1700, "lr": 0.00112, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.85275, "loss": 0.85275, "time": 0.47867} {"mode": "train", "epoch": 130, "iter": 1800, "lr": 0.00111, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82751, "loss": 0.82751, "time": 0.47877} {"mode": "train", "epoch": 130, "iter": 1900, "lr": 0.00111, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85048, "loss": 0.85048, "time": 0.47927} {"mode": "train", "epoch": 130, "iter": 2000, "lr": 0.0011, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84064, "loss": 0.84064, "time": 0.47958} {"mode": "train", "epoch": 130, "iter": 2100, "lr": 0.0011, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83986, "loss": 0.83986, "time": 0.4792} {"mode": "train", "epoch": 130, "iter": 2200, "lr": 0.00109, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.86333, "loss": 0.86333, "time": 0.4791} {"mode": "train", "epoch": 130, "iter": 2300, "lr": 0.00109, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84135, "loss": 0.84135, "time": 0.47932} {"mode": "train", "epoch": 130, "iter": 2400, "lr": 0.00109, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.83674, "loss": 0.83674, "time": 0.47932} {"mode": "train", "epoch": 130, "iter": 2500, "lr": 0.00108, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.84924, "loss": 0.84924, "time": 0.47902} {"mode": "val", "epoch": 130, "iter": 1031, "lr": 0.00108, "top1_acc": 0.91399, "top5_acc": 0.98611} {"mode": "train", "epoch": 131, "iter": 100, "lr": 0.00108, "memory": 6499, "data_time": 0.18397, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83248, "loss": 0.83248, "time": 0.64519} {"mode": "train", "epoch": 131, "iter": 200, "lr": 0.00107, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.8503, "loss": 0.8503, "time": 0.50865} {"mode": "train", "epoch": 131, "iter": 300, "lr": 0.00107, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84193, "loss": 0.84193, "time": 0.44955} {"mode": "train", "epoch": 131, "iter": 400, "lr": 0.00106, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83644, "loss": 0.83644, "time": 0.3228} {"mode": "train", "epoch": 131, "iter": 500, "lr": 0.00106, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84208, "loss": 0.84208, "time": 0.47291} {"mode": "train", "epoch": 131, "iter": 600, "lr": 0.00106, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85584, "loss": 0.85584, "time": 0.47136} {"mode": "train", "epoch": 131, "iter": 700, "lr": 0.00105, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84838, "loss": 0.84838, "time": 0.47163} {"mode": "train", "epoch": 131, "iter": 800, "lr": 0.00105, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84722, "loss": 0.84722, "time": 0.47028} {"mode": "train", "epoch": 131, "iter": 900, "lr": 0.00104, "memory": 6499, "data_time": 0.00043, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82875, "loss": 0.82875, "time": 0.4708} {"mode": "train", "epoch": 131, "iter": 1000, "lr": 0.00104, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85829, "loss": 0.85829, "time": 0.47038} {"mode": "train", "epoch": 131, "iter": 1100, "lr": 0.00103, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8211, "loss": 0.8211, "time": 0.47037} {"mode": "train", "epoch": 131, "iter": 1200, "lr": 0.00103, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86988, "loss": 0.86988, "time": 0.47019} {"mode": "train", "epoch": 131, "iter": 1300, "lr": 0.00103, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85357, "loss": 0.85357, "time": 0.47096} {"mode": "train", "epoch": 131, "iter": 1400, "lr": 0.00102, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8423, "loss": 0.8423, "time": 0.47135} {"mode": "train", "epoch": 131, "iter": 1500, "lr": 0.00102, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.86971, "loss": 0.86971, "time": 0.47183} {"mode": "train", "epoch": 131, "iter": 1600, "lr": 0.00101, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85978, "loss": 0.85978, "time": 0.47052} {"mode": "train", "epoch": 131, "iter": 1700, "lr": 0.00101, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.85127, "loss": 0.85127, "time": 0.47202} {"mode": "train", "epoch": 131, "iter": 1800, "lr": 0.00101, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83965, "loss": 0.83965, "time": 0.47188} {"mode": "train", "epoch": 131, "iter": 1900, "lr": 0.001, "memory": 6499, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83567, "loss": 0.83567, "time": 0.47255} {"mode": "train", "epoch": 131, "iter": 2000, "lr": 0.001, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83251, "loss": 0.83251, "time": 0.47217} {"mode": "train", "epoch": 131, "iter": 2100, "lr": 0.00099, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85488, "loss": 0.85488, "time": 0.47245} {"mode": "train", "epoch": 131, "iter": 2200, "lr": 0.00099, "memory": 6499, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8266, "loss": 0.8266, "time": 0.47224} {"mode": "train", "epoch": 131, "iter": 2300, "lr": 0.00099, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84849, "loss": 0.84849, "time": 0.47165} {"mode": "train", "epoch": 131, "iter": 2400, "lr": 0.00098, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83725, "loss": 0.83725, "time": 0.47132} {"mode": "train", "epoch": 131, "iter": 2500, "lr": 0.00098, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85948, "loss": 0.85948, "time": 0.47132} {"mode": "val", "epoch": 131, "iter": 1031, "lr": 0.00098, "top1_acc": 0.91624, "top5_acc": 0.98599} {"mode": "train", "epoch": 132, "iter": 100, "lr": 0.00097, "memory": 6499, "data_time": 0.18355, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85051, "loss": 0.85051, "time": 0.64153} {"mode": "train", "epoch": 132, "iter": 200, "lr": 0.00097, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84111, "loss": 0.84111, "time": 0.50778} {"mode": "train", "epoch": 132, "iter": 300, "lr": 0.00096, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84212, "loss": 0.84212, "time": 0.4539} {"mode": "train", "epoch": 132, "iter": 400, "lr": 0.00096, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86869, "loss": 0.86869, "time": 0.31943} {"mode": "train", "epoch": 132, "iter": 500, "lr": 0.00096, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83348, "loss": 0.83348, "time": 0.47922} {"mode": "train", "epoch": 132, "iter": 600, "lr": 0.00095, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85246, "loss": 0.85246, "time": 0.47918} {"mode": "train", "epoch": 132, "iter": 700, "lr": 0.00095, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.85298, "loss": 0.85298, "time": 0.47895} {"mode": "train", "epoch": 132, "iter": 800, "lr": 0.00094, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85604, "loss": 0.85604, "time": 0.479} {"mode": "train", "epoch": 132, "iter": 900, "lr": 0.00094, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.8536, "loss": 0.8536, "time": 0.47856} {"mode": "train", "epoch": 132, "iter": 1000, "lr": 0.00094, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85843, "loss": 0.85843, "time": 0.4789} {"mode": "train", "epoch": 132, "iter": 1100, "lr": 0.00093, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85636, "loss": 0.85636, "time": 0.47832} {"mode": "train", "epoch": 132, "iter": 1200, "lr": 0.00093, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84085, "loss": 0.84085, "time": 0.47863} {"mode": "train", "epoch": 132, "iter": 1300, "lr": 0.00092, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83367, "loss": 0.83367, "time": 0.47855} {"mode": "train", "epoch": 132, "iter": 1400, "lr": 0.00092, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85719, "loss": 0.85719, "time": 0.47862} {"mode": "train", "epoch": 132, "iter": 1500, "lr": 0.00092, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84015, "loss": 0.84015, "time": 0.47877} {"mode": "train", "epoch": 132, "iter": 1600, "lr": 0.00091, "memory": 6499, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84812, "loss": 0.84812, "time": 0.47854} {"mode": "train", "epoch": 132, "iter": 1700, "lr": 0.00091, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.87317, "loss": 0.87317, "time": 0.47922} {"mode": "train", "epoch": 132, "iter": 1800, "lr": 0.00091, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8394, "loss": 0.8394, "time": 0.47916} {"mode": "train", "epoch": 132, "iter": 1900, "lr": 0.0009, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.86924, "loss": 0.86924, "time": 0.47905} {"mode": "train", "epoch": 132, "iter": 2000, "lr": 0.0009, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.85776, "loss": 0.85776, "time": 0.47903} {"mode": "train", "epoch": 132, "iter": 2100, "lr": 0.00089, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84943, "loss": 0.84943, "time": 0.47886} {"mode": "train", "epoch": 132, "iter": 2200, "lr": 0.00089, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84826, "loss": 0.84826, "time": 0.47898} {"mode": "train", "epoch": 132, "iter": 2300, "lr": 0.00089, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85046, "loss": 0.85046, "time": 0.47868} {"mode": "train", "epoch": 132, "iter": 2400, "lr": 0.00088, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85459, "loss": 0.85459, "time": 0.47854} {"mode": "train", "epoch": 132, "iter": 2500, "lr": 0.00088, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8612, "loss": 0.8612, "time": 0.47823} {"mode": "val", "epoch": 132, "iter": 1031, "lr": 0.00088, "top1_acc": 0.91466, "top5_acc": 0.98641} {"mode": "train", "epoch": 133, "iter": 100, "lr": 0.00087, "memory": 6499, "data_time": 0.18236, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84636, "loss": 0.84636, "time": 0.62034} {"mode": "train", "epoch": 133, "iter": 200, "lr": 0.00087, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86957, "loss": 0.86957, "time": 0.50811} {"mode": "train", "epoch": 133, "iter": 300, "lr": 0.00087, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8472, "loss": 0.8472, "time": 0.47346} {"mode": "train", "epoch": 133, "iter": 400, "lr": 0.00086, "memory": 6499, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84051, "loss": 0.84051, "time": 0.30367} {"mode": "train", "epoch": 133, "iter": 500, "lr": 0.00086, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84956, "loss": 0.84956, "time": 0.47889} {"mode": "train", "epoch": 133, "iter": 600, "lr": 0.00085, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84302, "loss": 0.84302, "time": 0.47915} {"mode": "train", "epoch": 133, "iter": 700, "lr": 0.00085, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.87009, "loss": 0.87009, "time": 0.47907} {"mode": "train", "epoch": 133, "iter": 800, "lr": 0.00085, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84668, "loss": 0.84668, "time": 0.4785} {"mode": "train", "epoch": 133, "iter": 900, "lr": 0.00084, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86585, "loss": 0.86585, "time": 0.47864} {"mode": "train", "epoch": 133, "iter": 1000, "lr": 0.00084, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.84595, "loss": 0.84595, "time": 0.47849} {"mode": "train", "epoch": 133, "iter": 1100, "lr": 0.00084, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83943, "loss": 0.83943, "time": 0.47839} {"mode": "train", "epoch": 133, "iter": 1200, "lr": 0.00083, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85439, "loss": 0.85439, "time": 0.47886} {"mode": "train", "epoch": 133, "iter": 1300, "lr": 0.00083, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8453, "loss": 0.8453, "time": 0.47888} {"mode": "train", "epoch": 133, "iter": 1400, "lr": 0.00082, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83473, "loss": 0.83473, "time": 0.47888} {"mode": "train", "epoch": 133, "iter": 1500, "lr": 0.00082, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8496, "loss": 0.8496, "time": 0.47874} {"mode": "train", "epoch": 133, "iter": 1600, "lr": 0.00082, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84155, "loss": 0.84155, "time": 0.479} {"mode": "train", "epoch": 133, "iter": 1700, "lr": 0.00081, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85484, "loss": 0.85484, "time": 0.47871} {"mode": "train", "epoch": 133, "iter": 1800, "lr": 0.00081, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82166, "loss": 0.82166, "time": 0.4788} {"mode": "train", "epoch": 133, "iter": 1900, "lr": 0.00081, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.84627, "loss": 0.84627, "time": 0.47901} {"mode": "train", "epoch": 133, "iter": 2000, "lr": 0.0008, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8597, "loss": 0.8597, "time": 0.47901} {"mode": "train", "epoch": 133, "iter": 2100, "lr": 0.0008, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85603, "loss": 0.85603, "time": 0.47862} {"mode": "train", "epoch": 133, "iter": 2200, "lr": 0.0008, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83224, "loss": 0.83224, "time": 0.47843} {"mode": "train", "epoch": 133, "iter": 2300, "lr": 0.00079, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84673, "loss": 0.84673, "time": 0.47906} {"mode": "train", "epoch": 133, "iter": 2400, "lr": 0.00079, "memory": 6499, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82599, "loss": 0.82599, "time": 0.4794} {"mode": "train", "epoch": 133, "iter": 2500, "lr": 0.00078, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82651, "loss": 0.82651, "time": 0.47839} {"mode": "val", "epoch": 133, "iter": 1031, "lr": 0.00078, "top1_acc": 0.91587, "top5_acc": 0.98581} {"mode": "train", "epoch": 134, "iter": 100, "lr": 0.00078, "memory": 6499, "data_time": 0.18437, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.86086, "loss": 0.86086, "time": 0.60634} {"mode": "train", "epoch": 134, "iter": 200, "lr": 0.00078, "memory": 6499, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84713, "loss": 0.84713, "time": 0.50746} {"mode": "train", "epoch": 134, "iter": 300, "lr": 0.00077, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8351, "loss": 0.8351, "time": 0.48953} {"mode": "train", "epoch": 134, "iter": 400, "lr": 0.00077, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85051, "loss": 0.85051, "time": 0.28995} {"mode": "train", "epoch": 134, "iter": 500, "lr": 0.00077, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83776, "loss": 0.83776, "time": 0.47897} {"mode": "train", "epoch": 134, "iter": 600, "lr": 0.00076, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8612, "loss": 0.8612, "time": 0.47866} {"mode": "train", "epoch": 134, "iter": 700, "lr": 0.00076, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85692, "loss": 0.85692, "time": 0.47895} {"mode": "train", "epoch": 134, "iter": 800, "lr": 0.00076, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84619, "loss": 0.84619, "time": 0.47894} {"mode": "train", "epoch": 134, "iter": 900, "lr": 0.00075, "memory": 6499, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84362, "loss": 0.84362, "time": 0.47865} {"mode": "train", "epoch": 134, "iter": 1000, "lr": 0.00075, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83774, "loss": 0.83774, "time": 0.4788} {"mode": "train", "epoch": 134, "iter": 1100, "lr": 0.00074, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84808, "loss": 0.84808, "time": 0.47861} {"mode": "train", "epoch": 134, "iter": 1200, "lr": 0.00074, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.847, "loss": 0.847, "time": 0.47926} {"mode": "train", "epoch": 134, "iter": 1300, "lr": 0.00074, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84166, "loss": 0.84166, "time": 0.47845} {"mode": "train", "epoch": 134, "iter": 1400, "lr": 0.00073, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84949, "loss": 0.84949, "time": 0.47864} {"mode": "train", "epoch": 134, "iter": 1500, "lr": 0.00073, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83323, "loss": 0.83323, "time": 0.47847} {"mode": "train", "epoch": 134, "iter": 1600, "lr": 0.00073, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8644, "loss": 0.8644, "time": 0.47891} {"mode": "train", "epoch": 134, "iter": 1700, "lr": 0.00072, "memory": 6499, "data_time": 0.00044, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82287, "loss": 0.82287, "time": 0.47864} {"mode": "train", "epoch": 134, "iter": 1800, "lr": 0.00072, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85435, "loss": 0.85435, "time": 0.47875} {"mode": "train", "epoch": 134, "iter": 1900, "lr": 0.00072, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85919, "loss": 0.85919, "time": 0.47827} {"mode": "train", "epoch": 134, "iter": 2000, "lr": 0.00071, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85671, "loss": 0.85671, "time": 0.47881} {"mode": "train", "epoch": 134, "iter": 2100, "lr": 0.00071, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.81714, "loss": 0.81714, "time": 0.478} {"mode": "train", "epoch": 134, "iter": 2200, "lr": 0.00071, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.86269, "loss": 0.86269, "time": 0.4792} {"mode": "train", "epoch": 134, "iter": 2300, "lr": 0.0007, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83341, "loss": 0.83341, "time": 0.47908} {"mode": "train", "epoch": 134, "iter": 2400, "lr": 0.0007, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86438, "loss": 0.86438, "time": 0.47885} {"mode": "train", "epoch": 134, "iter": 2500, "lr": 0.0007, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8513, "loss": 0.8513, "time": 0.47883} {"mode": "val", "epoch": 134, "iter": 1031, "lr": 0.0007, "top1_acc": 0.9149, "top5_acc": 0.98617} {"mode": "train", "epoch": 135, "iter": 100, "lr": 0.00069, "memory": 6499, "data_time": 0.18652, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.86083, "loss": 0.86083, "time": 0.60336} {"mode": "train", "epoch": 135, "iter": 200, "lr": 0.00069, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85029, "loss": 0.85029, "time": 0.50811} {"mode": "train", "epoch": 135, "iter": 300, "lr": 0.00069, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84065, "loss": 0.84065, "time": 0.4956} {"mode": "train", "epoch": 135, "iter": 400, "lr": 0.00068, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83897, "loss": 0.83897, "time": 0.28643} {"mode": "train", "epoch": 135, "iter": 500, "lr": 0.00068, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84686, "loss": 0.84686, "time": 0.47062} {"mode": "train", "epoch": 135, "iter": 600, "lr": 0.00067, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84052, "loss": 0.84052, "time": 0.47037} {"mode": "train", "epoch": 135, "iter": 700, "lr": 0.00067, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85329, "loss": 0.85329, "time": 0.47179} {"mode": "train", "epoch": 135, "iter": 800, "lr": 0.00067, "memory": 6499, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84533, "loss": 0.84533, "time": 0.46965} {"mode": "train", "epoch": 135, "iter": 900, "lr": 0.00066, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.86066, "loss": 0.86066, "time": 0.4703} {"mode": "train", "epoch": 135, "iter": 1000, "lr": 0.00066, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8428, "loss": 0.8428, "time": 0.47043} {"mode": "train", "epoch": 135, "iter": 1100, "lr": 0.00066, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85176, "loss": 0.85176, "time": 0.47068} {"mode": "train", "epoch": 135, "iter": 1200, "lr": 0.00065, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84501, "loss": 0.84501, "time": 0.47079} {"mode": "train", "epoch": 135, "iter": 1300, "lr": 0.00065, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84045, "loss": 0.84045, "time": 0.47103} {"mode": "train", "epoch": 135, "iter": 1400, "lr": 0.00065, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84395, "loss": 0.84395, "time": 0.47052} {"mode": "train", "epoch": 135, "iter": 1500, "lr": 0.00064, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8467, "loss": 0.8467, "time": 0.47172} {"mode": "train", "epoch": 135, "iter": 1600, "lr": 0.00064, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85404, "loss": 0.85404, "time": 0.47012} {"mode": "train", "epoch": 135, "iter": 1700, "lr": 0.00064, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83559, "loss": 0.83559, "time": 0.47087} {"mode": "train", "epoch": 135, "iter": 1800, "lr": 0.00063, "memory": 6499, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84811, "loss": 0.84811, "time": 0.47072} {"mode": "train", "epoch": 135, "iter": 1900, "lr": 0.00063, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85626, "loss": 0.85626, "time": 0.47189} {"mode": "train", "epoch": 135, "iter": 2000, "lr": 0.00063, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86204, "loss": 0.86204, "time": 0.46987} {"mode": "train", "epoch": 135, "iter": 2100, "lr": 0.00063, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84996, "loss": 0.84996, "time": 0.46965} {"mode": "train", "epoch": 135, "iter": 2200, "lr": 0.00062, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84007, "loss": 0.84007, "time": 0.4706} {"mode": "train", "epoch": 135, "iter": 2300, "lr": 0.00062, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85272, "loss": 0.85272, "time": 0.47053} {"mode": "train", "epoch": 135, "iter": 2400, "lr": 0.00062, "memory": 6499, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84444, "loss": 0.84444, "time": 0.46977} {"mode": "train", "epoch": 135, "iter": 2500, "lr": 0.00061, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.8457, "loss": 0.8457, "time": 0.47153} {"mode": "val", "epoch": 135, "iter": 1031, "lr": 0.00061, "top1_acc": 0.91217, "top5_acc": 0.98678} {"mode": "train", "epoch": 136, "iter": 100, "lr": 0.00061, "memory": 6499, "data_time": 0.18664, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85874, "loss": 0.85874, "time": 0.61075} {"mode": "train", "epoch": 136, "iter": 200, "lr": 0.00061, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83596, "loss": 0.83596, "time": 0.50866} {"mode": "train", "epoch": 136, "iter": 300, "lr": 0.0006, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83275, "loss": 0.83275, "time": 0.48727} {"mode": "train", "epoch": 136, "iter": 400, "lr": 0.0006, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83822, "loss": 0.83822, "time": 0.29439} {"mode": "train", "epoch": 136, "iter": 500, "lr": 0.0006, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8564, "loss": 0.8564, "time": 0.47068} {"mode": "train", "epoch": 136, "iter": 600, "lr": 0.00059, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85833, "loss": 0.85833, "time": 0.47021} {"mode": "train", "epoch": 136, "iter": 700, "lr": 0.00059, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85243, "loss": 0.85243, "time": 0.47131} {"mode": "train", "epoch": 136, "iter": 800, "lr": 0.00059, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84855, "loss": 0.84855, "time": 0.47119} {"mode": "train", "epoch": 136, "iter": 900, "lr": 0.00058, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84561, "loss": 0.84561, "time": 0.47053} {"mode": "train", "epoch": 136, "iter": 1000, "lr": 0.00058, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86238, "loss": 0.86238, "time": 0.4697} {"mode": "train", "epoch": 136, "iter": 1100, "lr": 0.00058, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.86373, "loss": 0.86373, "time": 0.47134} {"mode": "train", "epoch": 136, "iter": 1200, "lr": 0.00057, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83492, "loss": 0.83492, "time": 0.47057} {"mode": "train", "epoch": 136, "iter": 1300, "lr": 0.00057, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85162, "loss": 0.85162, "time": 0.47178} {"mode": "train", "epoch": 136, "iter": 1400, "lr": 0.00057, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83911, "loss": 0.83911, "time": 0.46959} {"mode": "train", "epoch": 136, "iter": 1500, "lr": 0.00056, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85734, "loss": 0.85734, "time": 0.47159} {"mode": "train", "epoch": 136, "iter": 1600, "lr": 0.00056, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8557, "loss": 0.8557, "time": 0.47063} {"mode": "train", "epoch": 136, "iter": 1700, "lr": 0.00056, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82936, "loss": 0.82936, "time": 0.4716} {"mode": "train", "epoch": 136, "iter": 1800, "lr": 0.00056, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83496, "loss": 0.83496, "time": 0.47069} {"mode": "train", "epoch": 136, "iter": 1900, "lr": 0.00055, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84378, "loss": 0.84378, "time": 0.47065} {"mode": "train", "epoch": 136, "iter": 2000, "lr": 0.00055, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85006, "loss": 0.85006, "time": 0.4707} {"mode": "train", "epoch": 136, "iter": 2100, "lr": 0.00055, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83699, "loss": 0.83699, "time": 0.4702} {"mode": "train", "epoch": 136, "iter": 2200, "lr": 0.00054, "memory": 6499, "data_time": 0.00035, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85625, "loss": 0.85625, "time": 0.47209} {"mode": "train", "epoch": 136, "iter": 2300, "lr": 0.00054, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83591, "loss": 0.83591, "time": 0.47044} {"mode": "train", "epoch": 136, "iter": 2400, "lr": 0.00054, "memory": 6499, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8476, "loss": 0.8476, "time": 0.47044} {"mode": "train", "epoch": 136, "iter": 2500, "lr": 0.00053, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85106, "loss": 0.85106, "time": 0.47157} {"mode": "val", "epoch": 136, "iter": 1031, "lr": 0.00053, "top1_acc": 0.91678, "top5_acc": 0.98653} {"mode": "train", "epoch": 137, "iter": 100, "lr": 0.00053, "memory": 6499, "data_time": 0.19197, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85774, "loss": 0.85774, "time": 0.62573} {"mode": "train", "epoch": 137, "iter": 200, "lr": 0.00053, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84545, "loss": 0.84545, "time": 0.51044} {"mode": "train", "epoch": 137, "iter": 300, "lr": 0.00052, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84613, "loss": 0.84613, "time": 0.47531} {"mode": "train", "epoch": 137, "iter": 400, "lr": 0.00052, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8462, "loss": 0.8462, "time": 0.30424} {"mode": "train", "epoch": 137, "iter": 500, "lr": 0.00052, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83719, "loss": 0.83719, "time": 0.47093} {"mode": "train", "epoch": 137, "iter": 600, "lr": 0.00052, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82349, "loss": 0.82349, "time": 0.47118} {"mode": "train", "epoch": 137, "iter": 700, "lr": 0.00051, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84055, "loss": 0.84055, "time": 0.47046} {"mode": "train", "epoch": 137, "iter": 800, "lr": 0.00051, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83705, "loss": 0.83705, "time": 0.46975} {"mode": "train", "epoch": 137, "iter": 900, "lr": 0.00051, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83555, "loss": 0.83555, "time": 0.46964} {"mode": "train", "epoch": 137, "iter": 1000, "lr": 0.0005, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84195, "loss": 0.84195, "time": 0.47119} {"mode": "train", "epoch": 137, "iter": 1100, "lr": 0.0005, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86968, "loss": 0.86968, "time": 0.47029} {"mode": "train", "epoch": 137, "iter": 1200, "lr": 0.0005, "memory": 6499, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85606, "loss": 0.85606, "time": 0.4707} {"mode": "train", "epoch": 137, "iter": 1300, "lr": 0.00049, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86632, "loss": 0.86632, "time": 0.47117} {"mode": "train", "epoch": 137, "iter": 1400, "lr": 0.00049, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84454, "loss": 0.84454, "time": 0.47161} {"mode": "train", "epoch": 137, "iter": 1500, "lr": 0.00049, "memory": 6499, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83911, "loss": 0.83911, "time": 0.47204} {"mode": "train", "epoch": 137, "iter": 1600, "lr": 0.00049, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8445, "loss": 0.8445, "time": 0.47132} {"mode": "train", "epoch": 137, "iter": 1700, "lr": 0.00048, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84281, "loss": 0.84281, "time": 0.47009} {"mode": "train", "epoch": 137, "iter": 1800, "lr": 0.00048, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85241, "loss": 0.85241, "time": 0.47095} {"mode": "train", "epoch": 137, "iter": 1900, "lr": 0.00048, "memory": 6499, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85023, "loss": 0.85023, "time": 0.47032} {"mode": "train", "epoch": 137, "iter": 2000, "lr": 0.00047, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84863, "loss": 0.84863, "time": 0.46928} {"mode": "train", "epoch": 137, "iter": 2100, "lr": 0.00047, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85817, "loss": 0.85817, "time": 0.4704} {"mode": "train", "epoch": 137, "iter": 2200, "lr": 0.00047, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82453, "loss": 0.82453, "time": 0.46959} {"mode": "train", "epoch": 137, "iter": 2300, "lr": 0.00047, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83454, "loss": 0.83454, "time": 0.47073} {"mode": "train", "epoch": 137, "iter": 2400, "lr": 0.00046, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84374, "loss": 0.84374, "time": 0.46997} {"mode": "train", "epoch": 137, "iter": 2500, "lr": 0.00046, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85771, "loss": 0.85771, "time": 0.4713} {"mode": "val", "epoch": 137, "iter": 1031, "lr": 0.00046, "top1_acc": 0.91448, "top5_acc": 0.98653} {"mode": "train", "epoch": 138, "iter": 100, "lr": 0.00046, "memory": 6499, "data_time": 0.18533, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86121, "loss": 0.86121, "time": 0.61528} {"mode": "train", "epoch": 138, "iter": 200, "lr": 0.00045, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85139, "loss": 0.85139, "time": 0.5082} {"mode": "train", "epoch": 138, "iter": 300, "lr": 0.00045, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8393, "loss": 0.8393, "time": 0.48166} {"mode": "train", "epoch": 138, "iter": 400, "lr": 0.00045, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84186, "loss": 0.84186, "time": 0.29722} {"mode": "train", "epoch": 138, "iter": 500, "lr": 0.00045, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83447, "loss": 0.83447, "time": 0.47125} {"mode": "train", "epoch": 138, "iter": 600, "lr": 0.00044, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8335, "loss": 0.8335, "time": 0.47031} {"mode": "train", "epoch": 138, "iter": 700, "lr": 0.00044, "memory": 6499, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86089, "loss": 0.86089, "time": 0.47098} {"mode": "train", "epoch": 138, "iter": 800, "lr": 0.00044, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84647, "loss": 0.84647, "time": 0.4707} {"mode": "train", "epoch": 138, "iter": 900, "lr": 0.00044, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8791, "loss": 0.8791, "time": 0.47055} {"mode": "train", "epoch": 138, "iter": 1000, "lr": 0.00043, "memory": 6499, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8429, "loss": 0.8429, "time": 0.47157} {"mode": "train", "epoch": 138, "iter": 1100, "lr": 0.00043, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83392, "loss": 0.83392, "time": 0.46999} {"mode": "train", "epoch": 138, "iter": 1200, "lr": 0.00043, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83851, "loss": 0.83851, "time": 0.47123} {"mode": "train", "epoch": 138, "iter": 1300, "lr": 0.00042, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84717, "loss": 0.84717, "time": 0.47192} {"mode": "train", "epoch": 138, "iter": 1400, "lr": 0.00042, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83809, "loss": 0.83809, "time": 0.47218} {"mode": "train", "epoch": 138, "iter": 1500, "lr": 0.00042, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84263, "loss": 0.84263, "time": 0.47015} {"mode": "train", "epoch": 138, "iter": 1600, "lr": 0.00042, "memory": 6499, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86442, "loss": 0.86442, "time": 0.47127} {"mode": "train", "epoch": 138, "iter": 1700, "lr": 0.00041, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83262, "loss": 0.83262, "time": 0.47084} {"mode": "train", "epoch": 138, "iter": 1800, "lr": 0.00041, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83934, "loss": 0.83934, "time": 0.4699} {"mode": "train", "epoch": 138, "iter": 1900, "lr": 0.00041, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84974, "loss": 0.84974, "time": 0.47026} {"mode": "train", "epoch": 138, "iter": 2000, "lr": 0.00041, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85327, "loss": 0.85327, "time": 0.47054} {"mode": "train", "epoch": 138, "iter": 2100, "lr": 0.0004, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83027, "loss": 0.83027, "time": 0.47243} {"mode": "train", "epoch": 138, "iter": 2200, "lr": 0.0004, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85026, "loss": 0.85026, "time": 0.4718} {"mode": "train", "epoch": 138, "iter": 2300, "lr": 0.0004, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82933, "loss": 0.82933, "time": 0.47118} {"mode": "train", "epoch": 138, "iter": 2400, "lr": 0.0004, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84613, "loss": 0.84613, "time": 0.46989} {"mode": "train", "epoch": 138, "iter": 2500, "lr": 0.00039, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85873, "loss": 0.85873, "time": 0.47073} {"mode": "val", "epoch": 138, "iter": 1031, "lr": 0.00039, "top1_acc": 0.91593, "top5_acc": 0.98678} {"mode": "train", "epoch": 139, "iter": 100, "lr": 0.00039, "memory": 6499, "data_time": 0.18545, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86653, "loss": 0.86653, "time": 0.60894} {"mode": "train", "epoch": 139, "iter": 200, "lr": 0.00039, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83325, "loss": 0.83325, "time": 0.50955} {"mode": "train", "epoch": 139, "iter": 300, "lr": 0.00038, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85674, "loss": 0.85674, "time": 0.48713} {"mode": "train", "epoch": 139, "iter": 400, "lr": 0.00038, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85167, "loss": 0.85167, "time": 0.29444} {"mode": "train", "epoch": 139, "iter": 500, "lr": 0.00038, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84759, "loss": 0.84759, "time": 0.47146} {"mode": "train", "epoch": 139, "iter": 600, "lr": 0.00038, "memory": 6499, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84622, "loss": 0.84622, "time": 0.47101} {"mode": "train", "epoch": 139, "iter": 700, "lr": 0.00037, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85925, "loss": 0.85925, "time": 0.47022} {"mode": "train", "epoch": 139, "iter": 800, "lr": 0.00037, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85075, "loss": 0.85075, "time": 0.47169} {"mode": "train", "epoch": 139, "iter": 900, "lr": 0.00037, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84238, "loss": 0.84238, "time": 0.47007} {"mode": "train", "epoch": 139, "iter": 1000, "lr": 0.00037, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82854, "loss": 0.82854, "time": 0.47173} {"mode": "train", "epoch": 139, "iter": 1100, "lr": 0.00036, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84604, "loss": 0.84604, "time": 0.47194} {"mode": "train", "epoch": 139, "iter": 1200, "lr": 0.00036, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8523, "loss": 0.8523, "time": 0.47155} {"mode": "train", "epoch": 139, "iter": 1300, "lr": 0.00036, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84657, "loss": 0.84657, "time": 0.47141} {"mode": "train", "epoch": 139, "iter": 1400, "lr": 0.00036, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.8471, "loss": 0.8471, "time": 0.47018} {"mode": "train", "epoch": 139, "iter": 1500, "lr": 0.00035, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84109, "loss": 0.84109, "time": 0.47003} {"mode": "train", "epoch": 139, "iter": 1600, "lr": 0.00035, "memory": 6499, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85628, "loss": 0.85628, "time": 0.47059} {"mode": "train", "epoch": 139, "iter": 1700, "lr": 0.00035, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84654, "loss": 0.84654, "time": 0.46962} {"mode": "train", "epoch": 139, "iter": 1800, "lr": 0.00035, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85392, "loss": 0.85392, "time": 0.46999} {"mode": "train", "epoch": 139, "iter": 1900, "lr": 0.00034, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84907, "loss": 0.84907, "time": 0.47101} {"mode": "train", "epoch": 139, "iter": 2000, "lr": 0.00034, "memory": 6499, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85594, "loss": 0.85594, "time": 0.47027} {"mode": "train", "epoch": 139, "iter": 2100, "lr": 0.00034, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85493, "loss": 0.85493, "time": 0.46973} {"mode": "train", "epoch": 139, "iter": 2200, "lr": 0.00034, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84355, "loss": 0.84355, "time": 0.47216} {"mode": "train", "epoch": 139, "iter": 2300, "lr": 0.00034, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82556, "loss": 0.82556, "time": 0.47012} {"mode": "train", "epoch": 139, "iter": 2400, "lr": 0.00033, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84216, "loss": 0.84216, "time": 0.47076} {"mode": "train", "epoch": 139, "iter": 2500, "lr": 0.00033, "memory": 6499, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83439, "loss": 0.83439, "time": 0.47146} {"mode": "val", "epoch": 139, "iter": 1031, "lr": 0.00033, "top1_acc": 0.91472, "top5_acc": 0.98666} {"mode": "train", "epoch": 140, "iter": 100, "lr": 0.00033, "memory": 6499, "data_time": 0.18604, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82739, "loss": 0.82739, "time": 0.60741} {"mode": "train", "epoch": 140, "iter": 200, "lr": 0.00033, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84229, "loss": 0.84229, "time": 0.5082} {"mode": "train", "epoch": 140, "iter": 300, "lr": 0.00032, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84865, "loss": 0.84865, "time": 0.48997} {"mode": "train", "epoch": 140, "iter": 400, "lr": 0.00032, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85605, "loss": 0.85605, "time": 0.28803} {"mode": "train", "epoch": 140, "iter": 500, "lr": 0.00032, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84945, "loss": 0.84945, "time": 0.47817} {"mode": "train", "epoch": 140, "iter": 600, "lr": 0.00032, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84872, "loss": 0.84872, "time": 0.47917} {"mode": "train", "epoch": 140, "iter": 700, "lr": 0.00031, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8472, "loss": 0.8472, "time": 0.47889} {"mode": "train", "epoch": 140, "iter": 800, "lr": 0.00031, "memory": 6499, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85049, "loss": 0.85049, "time": 0.47929} {"mode": "train", "epoch": 140, "iter": 900, "lr": 0.00031, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85093, "loss": 0.85093, "time": 0.47935} {"mode": "train", "epoch": 140, "iter": 1000, "lr": 0.00031, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83489, "loss": 0.83489, "time": 0.47847} {"mode": "train", "epoch": 140, "iter": 1100, "lr": 0.0003, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84313, "loss": 0.84313, "time": 0.47867} {"mode": "train", "epoch": 140, "iter": 1200, "lr": 0.0003, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83338, "loss": 0.83338, "time": 0.479} {"mode": "train", "epoch": 140, "iter": 1300, "lr": 0.0003, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85012, "loss": 0.85012, "time": 0.47891} {"mode": "train", "epoch": 140, "iter": 1400, "lr": 0.0003, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.88022, "loss": 0.88022, "time": 0.4793} {"mode": "train", "epoch": 140, "iter": 1500, "lr": 0.0003, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84132, "loss": 0.84132, "time": 0.47892} {"mode": "train", "epoch": 140, "iter": 1600, "lr": 0.00029, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.86502, "loss": 0.86502, "time": 0.47949} {"mode": "train", "epoch": 140, "iter": 1700, "lr": 0.00029, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84274, "loss": 0.84274, "time": 0.47888} {"mode": "train", "epoch": 140, "iter": 1800, "lr": 0.00029, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83878, "loss": 0.83878, "time": 0.47873} {"mode": "train", "epoch": 140, "iter": 1900, "lr": 0.00029, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84545, "loss": 0.84545, "time": 0.47882} {"mode": "train", "epoch": 140, "iter": 2000, "lr": 0.00028, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83714, "loss": 0.83714, "time": 0.47879} {"mode": "train", "epoch": 140, "iter": 2100, "lr": 0.00028, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83618, "loss": 0.83618, "time": 0.47898} {"mode": "train", "epoch": 140, "iter": 2200, "lr": 0.00028, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84184, "loss": 0.84184, "time": 0.47877} {"mode": "train", "epoch": 140, "iter": 2300, "lr": 0.00028, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84372, "loss": 0.84372, "time": 0.4787} {"mode": "train", "epoch": 140, "iter": 2400, "lr": 0.00028, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.862, "loss": 0.862, "time": 0.47839} {"mode": "train", "epoch": 140, "iter": 2500, "lr": 0.00027, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83698, "loss": 0.83698, "time": 0.47885} {"mode": "val", "epoch": 140, "iter": 1031, "lr": 0.00027, "top1_acc": 0.91727, "top5_acc": 0.98702} {"mode": "train", "epoch": 141, "iter": 100, "lr": 0.00027, "memory": 6499, "data_time": 0.18647, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.859, "loss": 0.859, "time": 0.60334} {"mode": "train", "epoch": 141, "iter": 200, "lr": 0.00027, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83408, "loss": 0.83408, "time": 0.50899} {"mode": "train", "epoch": 141, "iter": 300, "lr": 0.00027, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82569, "loss": 0.82569, "time": 0.49342} {"mode": "train", "epoch": 141, "iter": 400, "lr": 0.00026, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.845, "loss": 0.845, "time": 0.2909} {"mode": "train", "epoch": 141, "iter": 500, "lr": 0.00026, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84918, "loss": 0.84918, "time": 0.47922} {"mode": "train", "epoch": 141, "iter": 600, "lr": 0.00026, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83725, "loss": 0.83725, "time": 0.47863} {"mode": "train", "epoch": 141, "iter": 700, "lr": 0.00026, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85196, "loss": 0.85196, "time": 0.47857} {"mode": "train", "epoch": 141, "iter": 800, "lr": 0.00026, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85523, "loss": 0.85523, "time": 0.47883} {"mode": "train", "epoch": 141, "iter": 900, "lr": 0.00025, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8465, "loss": 0.8465, "time": 0.47856} {"mode": "train", "epoch": 141, "iter": 1000, "lr": 0.00025, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84512, "loss": 0.84512, "time": 0.47862} {"mode": "train", "epoch": 141, "iter": 1100, "lr": 0.00025, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8477, "loss": 0.8477, "time": 0.47791} {"mode": "train", "epoch": 141, "iter": 1200, "lr": 0.00025, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83579, "loss": 0.83579, "time": 0.47843} {"mode": "train", "epoch": 141, "iter": 1300, "lr": 0.00025, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83431, "loss": 0.83431, "time": 0.47886} {"mode": "train", "epoch": 141, "iter": 1400, "lr": 0.00024, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85416, "loss": 0.85416, "time": 0.47865} {"mode": "train", "epoch": 141, "iter": 1500, "lr": 0.00024, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85511, "loss": 0.85511, "time": 0.47901} {"mode": "train", "epoch": 141, "iter": 1600, "lr": 0.00024, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84111, "loss": 0.84111, "time": 0.47857} {"mode": "train", "epoch": 141, "iter": 1700, "lr": 0.00024, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84333, "loss": 0.84333, "time": 0.47881} {"mode": "train", "epoch": 141, "iter": 1800, "lr": 0.00024, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.842, "loss": 0.842, "time": 0.47834} {"mode": "train", "epoch": 141, "iter": 1900, "lr": 0.00023, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8498, "loss": 0.8498, "time": 0.4788} {"mode": "train", "epoch": 141, "iter": 2000, "lr": 0.00023, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85219, "loss": 0.85219, "time": 0.47914} {"mode": "train", "epoch": 141, "iter": 2100, "lr": 0.00023, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84003, "loss": 0.84003, "time": 0.47883} {"mode": "train", "epoch": 141, "iter": 2200, "lr": 0.00023, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.87515, "loss": 0.87515, "time": 0.47871} {"mode": "train", "epoch": 141, "iter": 2300, "lr": 0.00023, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82827, "loss": 0.82827, "time": 0.47827} {"mode": "train", "epoch": 141, "iter": 2400, "lr": 0.00022, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84843, "loss": 0.84843, "time": 0.47875} {"mode": "train", "epoch": 141, "iter": 2500, "lr": 0.00022, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86495, "loss": 0.86495, "time": 0.47806} {"mode": "val", "epoch": 141, "iter": 1031, "lr": 0.00022, "top1_acc": 0.91442, "top5_acc": 0.9869} {"mode": "train", "epoch": 142, "iter": 100, "lr": 0.00022, "memory": 6499, "data_time": 0.1854, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85302, "loss": 0.85302, "time": 0.60706} {"mode": "train", "epoch": 142, "iter": 200, "lr": 0.00022, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83618, "loss": 0.83618, "time": 0.50749} {"mode": "train", "epoch": 142, "iter": 300, "lr": 0.00022, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84426, "loss": 0.84426, "time": 0.49042} {"mode": "train", "epoch": 142, "iter": 400, "lr": 0.00021, "memory": 6499, "data_time": 0.00038, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86367, "loss": 0.86367, "time": 0.28974} {"mode": "train", "epoch": 142, "iter": 500, "lr": 0.00021, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82839, "loss": 0.82839, "time": 0.46969} {"mode": "train", "epoch": 142, "iter": 600, "lr": 0.00021, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84073, "loss": 0.84073, "time": 0.47048} {"mode": "train", "epoch": 142, "iter": 700, "lr": 0.00021, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85134, "loss": 0.85134, "time": 0.47045} {"mode": "train", "epoch": 142, "iter": 800, "lr": 0.00021, "memory": 6499, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83188, "loss": 0.83188, "time": 0.47008} {"mode": "train", "epoch": 142, "iter": 900, "lr": 0.0002, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84875, "loss": 0.84875, "time": 0.47001} {"mode": "train", "epoch": 142, "iter": 1000, "lr": 0.0002, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84566, "loss": 0.84566, "time": 0.47047} {"mode": "train", "epoch": 142, "iter": 1100, "lr": 0.0002, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85121, "loss": 0.85121, "time": 0.46982} {"mode": "train", "epoch": 142, "iter": 1200, "lr": 0.0002, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85664, "loss": 0.85664, "time": 0.47008} {"mode": "train", "epoch": 142, "iter": 1300, "lr": 0.0002, "memory": 6499, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.81746, "loss": 0.81746, "time": 0.46987} {"mode": "train", "epoch": 142, "iter": 1400, "lr": 0.00019, "memory": 6499, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84809, "loss": 0.84809, "time": 0.46978} {"mode": "train", "epoch": 142, "iter": 1500, "lr": 0.00019, "memory": 6499, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83778, "loss": 0.83778, "time": 0.47065} {"mode": "train", "epoch": 142, "iter": 1600, "lr": 0.00019, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85285, "loss": 0.85285, "time": 0.4711} {"mode": "train", "epoch": 142, "iter": 1700, "lr": 0.00019, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85893, "loss": 0.85893, "time": 0.46958} {"mode": "train", "epoch": 142, "iter": 1800, "lr": 0.00019, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85808, "loss": 0.85808, "time": 0.46953} {"mode": "train", "epoch": 142, "iter": 1900, "lr": 0.00019, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.82571, "loss": 0.82571, "time": 0.47002} {"mode": "train", "epoch": 142, "iter": 2000, "lr": 0.00018, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84904, "loss": 0.84904, "time": 0.46994} {"mode": "train", "epoch": 142, "iter": 2100, "lr": 0.00018, "memory": 6499, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82791, "loss": 0.82791, "time": 0.47075} {"mode": "train", "epoch": 142, "iter": 2200, "lr": 0.00018, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84924, "loss": 0.84924, "time": 0.46991} {"mode": "train", "epoch": 142, "iter": 2300, "lr": 0.00018, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83791, "loss": 0.83791, "time": 0.47096} {"mode": "train", "epoch": 142, "iter": 2400, "lr": 0.00018, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86264, "loss": 0.86264, "time": 0.46994} {"mode": "train", "epoch": 142, "iter": 2500, "lr": 0.00018, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85486, "loss": 0.85486, "time": 0.46924} {"mode": "val", "epoch": 142, "iter": 1031, "lr": 0.00018, "top1_acc": 0.91684, "top5_acc": 0.98672} {"mode": "train", "epoch": 143, "iter": 100, "lr": 0.00017, "memory": 6499, "data_time": 0.18203, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85768, "loss": 0.85768, "time": 0.60067} {"mode": "train", "epoch": 143, "iter": 200, "lr": 0.00017, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84965, "loss": 0.84965, "time": 0.50624} {"mode": "train", "epoch": 143, "iter": 300, "lr": 0.00017, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83322, "loss": 0.83322, "time": 0.49539} {"mode": "train", "epoch": 143, "iter": 400, "lr": 0.00017, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83899, "loss": 0.83899, "time": 0.27999} {"mode": "train", "epoch": 143, "iter": 500, "lr": 0.00017, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84307, "loss": 0.84307, "time": 0.4725} {"mode": "train", "epoch": 143, "iter": 600, "lr": 0.00016, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8535, "loss": 0.8535, "time": 0.47001} {"mode": "train", "epoch": 143, "iter": 700, "lr": 0.00016, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83608, "loss": 0.83608, "time": 0.47138} {"mode": "train", "epoch": 143, "iter": 800, "lr": 0.00016, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83216, "loss": 0.83216, "time": 0.47112} {"mode": "train", "epoch": 143, "iter": 900, "lr": 0.00016, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85114, "loss": 0.85114, "time": 0.47094} {"mode": "train", "epoch": 143, "iter": 1000, "lr": 0.00016, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83797, "loss": 0.83797, "time": 0.46992} {"mode": "train", "epoch": 143, "iter": 1100, "lr": 0.00016, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83718, "loss": 0.83718, "time": 0.47021} {"mode": "train", "epoch": 143, "iter": 1200, "lr": 0.00015, "memory": 6499, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.841, "loss": 0.841, "time": 0.4697} {"mode": "train", "epoch": 143, "iter": 1300, "lr": 0.00015, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83986, "loss": 0.83986, "time": 0.47048} {"mode": "train", "epoch": 143, "iter": 1400, "lr": 0.00015, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83965, "loss": 0.83965, "time": 0.47118} {"mode": "train", "epoch": 143, "iter": 1500, "lr": 0.00015, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83763, "loss": 0.83763, "time": 0.47025} {"mode": "train", "epoch": 143, "iter": 1600, "lr": 0.00015, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85662, "loss": 0.85662, "time": 0.47039} {"mode": "train", "epoch": 143, "iter": 1700, "lr": 0.00015, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84983, "loss": 0.84983, "time": 0.4709} {"mode": "train", "epoch": 143, "iter": 1800, "lr": 0.00015, "memory": 6499, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84456, "loss": 0.84456, "time": 0.47103} {"mode": "train", "epoch": 143, "iter": 1900, "lr": 0.00014, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83197, "loss": 0.83197, "time": 0.46961} {"mode": "train", "epoch": 143, "iter": 2000, "lr": 0.00014, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84534, "loss": 0.84534, "time": 0.46983} {"mode": "train", "epoch": 143, "iter": 2100, "lr": 0.00014, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84386, "loss": 0.84386, "time": 0.47056} {"mode": "train", "epoch": 143, "iter": 2200, "lr": 0.00014, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82368, "loss": 0.82368, "time": 0.47084} {"mode": "train", "epoch": 143, "iter": 2300, "lr": 0.00014, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8609, "loss": 0.8609, "time": 0.47088} {"mode": "train", "epoch": 143, "iter": 2400, "lr": 0.00014, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86031, "loss": 0.86031, "time": 0.47176} {"mode": "train", "epoch": 143, "iter": 2500, "lr": 0.00013, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83708, "loss": 0.83708, "time": 0.47037} {"mode": "val", "epoch": 143, "iter": 1031, "lr": 0.00013, "top1_acc": 0.91721, "top5_acc": 0.98732} {"mode": "train", "epoch": 144, "iter": 100, "lr": 0.00013, "memory": 6499, "data_time": 0.18531, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83612, "loss": 0.83612, "time": 0.58763} {"mode": "train", "epoch": 144, "iter": 200, "lr": 0.00013, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.85187, "loss": 0.85187, "time": 0.50821} {"mode": "train", "epoch": 144, "iter": 300, "lr": 0.00013, "memory": 6499, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83335, "loss": 0.83335, "time": 0.50881} {"mode": "train", "epoch": 144, "iter": 400, "lr": 0.00013, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.87359, "loss": 0.87359, "time": 0.26966} {"mode": "train", "epoch": 144, "iter": 500, "lr": 0.00013, "memory": 6499, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84446, "loss": 0.84446, "time": 0.47112} {"mode": "train", "epoch": 144, "iter": 600, "lr": 0.00013, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85603, "loss": 0.85603, "time": 0.47179} {"mode": "train", "epoch": 144, "iter": 700, "lr": 0.00012, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84922, "loss": 0.84922, "time": 0.47128} {"mode": "train", "epoch": 144, "iter": 800, "lr": 0.00012, "memory": 6499, "data_time": 0.00038, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.81999, "loss": 0.81999, "time": 0.46984} {"mode": "train", "epoch": 144, "iter": 900, "lr": 0.00012, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83703, "loss": 0.83703, "time": 0.47099} {"mode": "train", "epoch": 144, "iter": 1000, "lr": 0.00012, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83683, "loss": 0.83683, "time": 0.47251} {"mode": "train", "epoch": 144, "iter": 1100, "lr": 0.00012, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84062, "loss": 0.84062, "time": 0.47041} {"mode": "train", "epoch": 144, "iter": 1200, "lr": 0.00012, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84471, "loss": 0.84471, "time": 0.47147} {"mode": "train", "epoch": 144, "iter": 1300, "lr": 0.00012, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84431, "loss": 0.84431, "time": 0.47127} {"mode": "train", "epoch": 144, "iter": 1400, "lr": 0.00011, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84564, "loss": 0.84564, "time": 0.47112} {"mode": "train", "epoch": 144, "iter": 1500, "lr": 0.00011, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84584, "loss": 0.84584, "time": 0.46957} {"mode": "train", "epoch": 144, "iter": 1600, "lr": 0.00011, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85637, "loss": 0.85637, "time": 0.47138} {"mode": "train", "epoch": 144, "iter": 1700, "lr": 0.00011, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84052, "loss": 0.84052, "time": 0.46999} {"mode": "train", "epoch": 144, "iter": 1800, "lr": 0.00011, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84854, "loss": 0.84854, "time": 0.46939} {"mode": "train", "epoch": 144, "iter": 1900, "lr": 0.00011, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83581, "loss": 0.83581, "time": 0.47118} {"mode": "train", "epoch": 144, "iter": 2000, "lr": 0.00011, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85365, "loss": 0.85365, "time": 0.47039} {"mode": "train", "epoch": 144, "iter": 2100, "lr": 0.0001, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84891, "loss": 0.84891, "time": 0.47091} {"mode": "train", "epoch": 144, "iter": 2200, "lr": 0.0001, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84677, "loss": 0.84677, "time": 0.47104} {"mode": "train", "epoch": 144, "iter": 2300, "lr": 0.0001, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85426, "loss": 0.85426, "time": 0.47218} {"mode": "train", "epoch": 144, "iter": 2400, "lr": 0.0001, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83146, "loss": 0.83146, "time": 0.47289} {"mode": "train", "epoch": 144, "iter": 2500, "lr": 0.0001, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86131, "loss": 0.86131, "time": 0.47083} {"mode": "val", "epoch": 144, "iter": 1031, "lr": 0.0001, "top1_acc": 0.91775, "top5_acc": 0.9866} {"mode": "train", "epoch": 145, "iter": 100, "lr": 0.0001, "memory": 6499, "data_time": 0.18819, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83597, "loss": 0.83597, "time": 0.58997} {"mode": "train", "epoch": 145, "iter": 200, "lr": 0.0001, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83862, "loss": 0.83862, "time": 0.50976} {"mode": "train", "epoch": 145, "iter": 300, "lr": 9e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84162, "loss": 0.84162, "time": 0.5096} {"mode": "train", "epoch": 145, "iter": 400, "lr": 9e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85222, "loss": 0.85222, "time": 0.27875} {"mode": "train", "epoch": 145, "iter": 500, "lr": 9e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83177, "loss": 0.83177, "time": 0.47877} {"mode": "train", "epoch": 145, "iter": 600, "lr": 9e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83914, "loss": 0.83914, "time": 0.479} {"mode": "train", "epoch": 145, "iter": 700, "lr": 9e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83274, "loss": 0.83274, "time": 0.47953} {"mode": "train", "epoch": 145, "iter": 800, "lr": 9e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84765, "loss": 0.84765, "time": 0.47871} {"mode": "train", "epoch": 145, "iter": 900, "lr": 9e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8274, "loss": 0.8274, "time": 0.47876} {"mode": "train", "epoch": 145, "iter": 1000, "lr": 9e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84523, "loss": 0.84523, "time": 0.47891} {"mode": "train", "epoch": 145, "iter": 1100, "lr": 8e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85573, "loss": 0.85573, "time": 0.47885} {"mode": "train", "epoch": 145, "iter": 1200, "lr": 8e-05, "memory": 6499, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85463, "loss": 0.85463, "time": 0.47894} {"mode": "train", "epoch": 145, "iter": 1300, "lr": 8e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83351, "loss": 0.83351, "time": 0.47866} {"mode": "train", "epoch": 145, "iter": 1400, "lr": 8e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8483, "loss": 0.8483, "time": 0.47912} {"mode": "train", "epoch": 145, "iter": 1500, "lr": 8e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83871, "loss": 0.83871, "time": 0.47915} {"mode": "train", "epoch": 145, "iter": 1600, "lr": 8e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.8498, "loss": 0.8498, "time": 0.47873} {"mode": "train", "epoch": 145, "iter": 1700, "lr": 8e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84345, "loss": 0.84345, "time": 0.47897} {"mode": "train", "epoch": 145, "iter": 1800, "lr": 8e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84682, "loss": 0.84682, "time": 0.47897} {"mode": "train", "epoch": 145, "iter": 1900, "lr": 8e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85125, "loss": 0.85125, "time": 0.47885} {"mode": "train", "epoch": 145, "iter": 2000, "lr": 7e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84086, "loss": 0.84086, "time": 0.47828} {"mode": "train", "epoch": 145, "iter": 2100, "lr": 7e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83158, "loss": 0.83158, "time": 0.47877} {"mode": "train", "epoch": 145, "iter": 2200, "lr": 7e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84535, "loss": 0.84535, "time": 0.47866} {"mode": "train", "epoch": 145, "iter": 2300, "lr": 7e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.87224, "loss": 0.87224, "time": 0.479} {"mode": "train", "epoch": 145, "iter": 2400, "lr": 7e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84216, "loss": 0.84216, "time": 0.47868} {"mode": "train", "epoch": 145, "iter": 2500, "lr": 7e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.845, "loss": 0.845, "time": 0.47862} {"mode": "val", "epoch": 145, "iter": 1031, "lr": 7e-05, "top1_acc": 0.91745, "top5_acc": 0.98696} {"mode": "train", "epoch": 146, "iter": 100, "lr": 7e-05, "memory": 6499, "data_time": 0.18817, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84348, "loss": 0.84348, "time": 0.6022} {"mode": "train", "epoch": 146, "iter": 200, "lr": 7e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85959, "loss": 0.85959, "time": 0.50986} {"mode": "train", "epoch": 146, "iter": 300, "lr": 7e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84308, "loss": 0.84308, "time": 0.49561} {"mode": "train", "epoch": 146, "iter": 400, "lr": 6e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84014, "loss": 0.84014, "time": 0.29524} {"mode": "train", "epoch": 146, "iter": 500, "lr": 6e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8461, "loss": 0.8461, "time": 0.47889} {"mode": "train", "epoch": 146, "iter": 600, "lr": 6e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83873, "loss": 0.83873, "time": 0.47925} {"mode": "train", "epoch": 146, "iter": 700, "lr": 6e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84323, "loss": 0.84323, "time": 0.4789} {"mode": "train", "epoch": 146, "iter": 800, "lr": 6e-05, "memory": 6499, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82679, "loss": 0.82679, "time": 0.47874} {"mode": "train", "epoch": 146, "iter": 900, "lr": 6e-05, "memory": 6499, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85724, "loss": 0.85724, "time": 0.47916} {"mode": "train", "epoch": 146, "iter": 1000, "lr": 6e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85123, "loss": 0.85123, "time": 0.47957} {"mode": "train", "epoch": 146, "iter": 1100, "lr": 6e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84594, "loss": 0.84594, "time": 0.47898} {"mode": "train", "epoch": 146, "iter": 1200, "lr": 6e-05, "memory": 6499, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82686, "loss": 0.82686, "time": 0.47925} {"mode": "train", "epoch": 146, "iter": 1300, "lr": 6e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82747, "loss": 0.82747, "time": 0.47874} {"mode": "train", "epoch": 146, "iter": 1400, "lr": 5e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84214, "loss": 0.84214, "time": 0.47872} {"mode": "train", "epoch": 146, "iter": 1500, "lr": 5e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85183, "loss": 0.85183, "time": 0.47891} {"mode": "train", "epoch": 146, "iter": 1600, "lr": 5e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84537, "loss": 0.84537, "time": 0.4789} {"mode": "train", "epoch": 146, "iter": 1700, "lr": 5e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85243, "loss": 0.85243, "time": 0.4787} {"mode": "train", "epoch": 146, "iter": 1800, "lr": 5e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8391, "loss": 0.8391, "time": 0.47875} {"mode": "train", "epoch": 146, "iter": 1900, "lr": 5e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85866, "loss": 0.85866, "time": 0.47859} {"mode": "train", "epoch": 146, "iter": 2000, "lr": 5e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84659, "loss": 0.84659, "time": 0.47909} {"mode": "train", "epoch": 146, "iter": 2100, "lr": 5e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8448, "loss": 0.8448, "time": 0.47871} {"mode": "train", "epoch": 146, "iter": 2200, "lr": 5e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83286, "loss": 0.83286, "time": 0.47879} {"mode": "train", "epoch": 146, "iter": 2300, "lr": 5e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83913, "loss": 0.83913, "time": 0.47904} {"mode": "train", "epoch": 146, "iter": 2400, "lr": 4e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84212, "loss": 0.84212, "time": 0.47901} {"mode": "train", "epoch": 146, "iter": 2500, "lr": 4e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.827, "loss": 0.827, "time": 0.47891} {"mode": "val", "epoch": 146, "iter": 1031, "lr": 4e-05, "top1_acc": 0.91654, "top5_acc": 0.9866} {"mode": "train", "epoch": 147, "iter": 100, "lr": 4e-05, "memory": 6499, "data_time": 0.1836, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84995, "loss": 0.84995, "time": 0.60569} {"mode": "train", "epoch": 147, "iter": 200, "lr": 4e-05, "memory": 6499, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84748, "loss": 0.84748, "time": 0.50915} {"mode": "train", "epoch": 147, "iter": 300, "lr": 4e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.81717, "loss": 0.81717, "time": 0.49068} {"mode": "train", "epoch": 147, "iter": 400, "lr": 4e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84599, "loss": 0.84599, "time": 0.29266} {"mode": "train", "epoch": 147, "iter": 500, "lr": 4e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.862, "loss": 0.862, "time": 0.47019} {"mode": "train", "epoch": 147, "iter": 600, "lr": 4e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84118, "loss": 0.84118, "time": 0.47103} {"mode": "train", "epoch": 147, "iter": 700, "lr": 4e-05, "memory": 6499, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83248, "loss": 0.83248, "time": 0.47069} {"mode": "train", "epoch": 147, "iter": 800, "lr": 4e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84577, "loss": 0.84577, "time": 0.46967} {"mode": "train", "epoch": 147, "iter": 900, "lr": 4e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85451, "loss": 0.85451, "time": 0.47052} {"mode": "train", "epoch": 147, "iter": 1000, "lr": 4e-05, "memory": 6499, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85232, "loss": 0.85232, "time": 0.47035} {"mode": "train", "epoch": 147, "iter": 1100, "lr": 3e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85659, "loss": 0.85659, "time": 0.47137} {"mode": "train", "epoch": 147, "iter": 1200, "lr": 3e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84474, "loss": 0.84474, "time": 0.46972} {"mode": "train", "epoch": 147, "iter": 1300, "lr": 3e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83284, "loss": 0.83284, "time": 0.47268} {"mode": "train", "epoch": 147, "iter": 1400, "lr": 3e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83081, "loss": 0.83081, "time": 0.46997} {"mode": "train", "epoch": 147, "iter": 1500, "lr": 3e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84919, "loss": 0.84919, "time": 0.47055} {"mode": "train", "epoch": 147, "iter": 1600, "lr": 3e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83335, "loss": 0.83335, "time": 0.47037} {"mode": "train", "epoch": 147, "iter": 1700, "lr": 3e-05, "memory": 6499, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83451, "loss": 0.83451, "time": 0.47238} {"mode": "train", "epoch": 147, "iter": 1800, "lr": 3e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86993, "loss": 0.86993, "time": 0.47107} {"mode": "train", "epoch": 147, "iter": 1900, "lr": 3e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8349, "loss": 0.8349, "time": 0.47141} {"mode": "train", "epoch": 147, "iter": 2000, "lr": 3e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83246, "loss": 0.83246, "time": 0.47126} {"mode": "train", "epoch": 147, "iter": 2100, "lr": 3e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84185, "loss": 0.84185, "time": 0.47063} {"mode": "train", "epoch": 147, "iter": 2200, "lr": 3e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85857, "loss": 0.85857, "time": 0.47082} {"mode": "train", "epoch": 147, "iter": 2300, "lr": 3e-05, "memory": 6499, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86407, "loss": 0.86407, "time": 0.47063} {"mode": "train", "epoch": 147, "iter": 2400, "lr": 3e-05, "memory": 6499, "data_time": 0.0004, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84908, "loss": 0.84908, "time": 0.47057} {"mode": "train", "epoch": 147, "iter": 2500, "lr": 2e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84127, "loss": 0.84127, "time": 0.4708} {"mode": "val", "epoch": 147, "iter": 1031, "lr": 2e-05, "top1_acc": 0.91642, "top5_acc": 0.98684} {"mode": "train", "epoch": 148, "iter": 100, "lr": 2e-05, "memory": 6499, "data_time": 0.18478, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83843, "loss": 0.83843, "time": 0.60037} {"mode": "train", "epoch": 148, "iter": 200, "lr": 2e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84249, "loss": 0.84249, "time": 0.50917} {"mode": "train", "epoch": 148, "iter": 300, "lr": 2e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84192, "loss": 0.84192, "time": 0.49632} {"mode": "train", "epoch": 148, "iter": 400, "lr": 2e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8561, "loss": 0.8561, "time": 0.2834} {"mode": "train", "epoch": 148, "iter": 500, "lr": 2e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85474, "loss": 0.85474, "time": 0.47118} {"mode": "train", "epoch": 148, "iter": 600, "lr": 2e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86158, "loss": 0.86158, "time": 0.47064} {"mode": "train", "epoch": 148, "iter": 700, "lr": 2e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85673, "loss": 0.85673, "time": 0.47203} {"mode": "train", "epoch": 148, "iter": 800, "lr": 2e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84656, "loss": 0.84656, "time": 0.47119} {"mode": "train", "epoch": 148, "iter": 900, "lr": 2e-05, "memory": 6499, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86936, "loss": 0.86936, "time": 0.47147} {"mode": "train", "epoch": 148, "iter": 1000, "lr": 2e-05, "memory": 6499, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8442, "loss": 0.8442, "time": 0.47114} {"mode": "train", "epoch": 148, "iter": 1100, "lr": 2e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84848, "loss": 0.84848, "time": 0.47151} {"mode": "train", "epoch": 148, "iter": 1200, "lr": 2e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83876, "loss": 0.83876, "time": 0.47106} {"mode": "train", "epoch": 148, "iter": 1300, "lr": 2e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83819, "loss": 0.83819, "time": 0.47101} {"mode": "train", "epoch": 148, "iter": 1400, "lr": 2e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86259, "loss": 0.86259, "time": 0.47038} {"mode": "train", "epoch": 148, "iter": 1500, "lr": 2e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85556, "loss": 0.85556, "time": 0.47192} {"mode": "train", "epoch": 148, "iter": 1600, "lr": 2e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86998, "loss": 0.86998, "time": 0.47102} {"mode": "train", "epoch": 148, "iter": 1700, "lr": 1e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86045, "loss": 0.86045, "time": 0.47032} {"mode": "train", "epoch": 148, "iter": 1800, "lr": 1e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84149, "loss": 0.84149, "time": 0.4702} {"mode": "train", "epoch": 148, "iter": 1900, "lr": 1e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84771, "loss": 0.84771, "time": 0.46995} {"mode": "train", "epoch": 148, "iter": 2000, "lr": 1e-05, "memory": 6499, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85321, "loss": 0.85321, "time": 0.47029} {"mode": "train", "epoch": 148, "iter": 2100, "lr": 1e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84866, "loss": 0.84866, "time": 0.4726} {"mode": "train", "epoch": 148, "iter": 2200, "lr": 1e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83555, "loss": 0.83555, "time": 0.4717} {"mode": "train", "epoch": 148, "iter": 2300, "lr": 1e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.8478, "loss": 0.8478, "time": 0.47168} {"mode": "train", "epoch": 148, "iter": 2400, "lr": 1e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83725, "loss": 0.83725, "time": 0.47055} {"mode": "train", "epoch": 148, "iter": 2500, "lr": 1e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83807, "loss": 0.83807, "time": 0.46996} {"mode": "val", "epoch": 148, "iter": 1031, "lr": 1e-05, "top1_acc": 0.91654, "top5_acc": 0.98678} {"mode": "train", "epoch": 149, "iter": 100, "lr": 1e-05, "memory": 6499, "data_time": 0.18272, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.84475, "loss": 0.84475, "time": 0.58827} {"mode": "train", "epoch": 149, "iter": 200, "lr": 1e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86045, "loss": 0.86045, "time": 0.50964} {"mode": "train", "epoch": 149, "iter": 300, "lr": 1e-05, "memory": 6499, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83534, "loss": 0.83534, "time": 0.50638} {"mode": "train", "epoch": 149, "iter": 400, "lr": 1e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83709, "loss": 0.83709, "time": 0.27403} {"mode": "train", "epoch": 149, "iter": 500, "lr": 1e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84932, "loss": 0.84932, "time": 0.47059} {"mode": "train", "epoch": 149, "iter": 600, "lr": 1e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8429, "loss": 0.8429, "time": 0.47071} {"mode": "train", "epoch": 149, "iter": 700, "lr": 1e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84472, "loss": 0.84472, "time": 0.47019} {"mode": "train", "epoch": 149, "iter": 800, "lr": 1e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86078, "loss": 0.86078, "time": 0.4709} {"mode": "train", "epoch": 149, "iter": 900, "lr": 1e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84278, "loss": 0.84278, "time": 0.47103} {"mode": "train", "epoch": 149, "iter": 1000, "lr": 1e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84814, "loss": 0.84814, "time": 0.47113} {"mode": "train", "epoch": 149, "iter": 1100, "lr": 1e-05, "memory": 6499, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86696, "loss": 0.86696, "time": 0.47015} {"mode": "train", "epoch": 149, "iter": 1200, "lr": 1e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85202, "loss": 0.85202, "time": 0.47161} {"mode": "train", "epoch": 149, "iter": 1300, "lr": 1e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8272, "loss": 0.8272, "time": 0.47075} {"mode": "train", "epoch": 149, "iter": 1400, "lr": 1e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84931, "loss": 0.84931, "time": 0.47197} {"mode": "train", "epoch": 149, "iter": 1500, "lr": 1e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85382, "loss": 0.85382, "time": 0.46995} {"mode": "train", "epoch": 149, "iter": 1600, "lr": 1e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83886, "loss": 0.83886, "time": 0.47253} {"mode": "train", "epoch": 149, "iter": 1700, "lr": 0.0, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83827, "loss": 0.83827, "time": 0.47139} {"mode": "train", "epoch": 149, "iter": 1800, "lr": 0.0, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.86819, "loss": 0.86819, "time": 0.47157} {"mode": "train", "epoch": 149, "iter": 1900, "lr": 0.0, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85288, "loss": 0.85288, "time": 0.47074} {"mode": "train", "epoch": 149, "iter": 2000, "lr": 0.0, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82523, "loss": 0.82523, "time": 0.47029} {"mode": "train", "epoch": 149, "iter": 2100, "lr": 0.0, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83778, "loss": 0.83778, "time": 0.47241} {"mode": "train", "epoch": 149, "iter": 2200, "lr": 0.0, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83389, "loss": 0.83389, "time": 0.47142} {"mode": "train", "epoch": 149, "iter": 2300, "lr": 0.0, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85353, "loss": 0.85353, "time": 0.47055} {"mode": "train", "epoch": 149, "iter": 2400, "lr": 0.0, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.83301, "loss": 0.83301, "time": 0.46999} {"mode": "train", "epoch": 149, "iter": 2500, "lr": 0.0, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8455, "loss": 0.8455, "time": 0.47079} {"mode": "val", "epoch": 149, "iter": 1031, "lr": 0.0, "top1_acc": 0.91436, "top5_acc": 0.98653} {"mode": "train", "epoch": 150, "iter": 100, "lr": 0.0, "memory": 6499, "data_time": 0.18563, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86072, "loss": 0.86072, "time": 0.57586} {"mode": "train", "epoch": 150, "iter": 200, "lr": 0.0, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84351, "loss": 0.84351, "time": 0.51018} {"mode": "train", "epoch": 150, "iter": 300, "lr": 0.0, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.81573, "loss": 0.81573, "time": 0.50939} {"mode": "train", "epoch": 150, "iter": 400, "lr": 0.0, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84967, "loss": 0.84967, "time": 0.27764} {"mode": "train", "epoch": 150, "iter": 500, "lr": 0.0, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83351, "loss": 0.83351, "time": 0.46933} {"mode": "train", "epoch": 150, "iter": 600, "lr": 0.0, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84849, "loss": 0.84849, "time": 0.47032} {"mode": "train", "epoch": 150, "iter": 700, "lr": 0.0, "memory": 6499, "data_time": 0.0004, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.86276, "loss": 0.86276, "time": 0.47113} {"mode": "train", "epoch": 150, "iter": 800, "lr": 0.0, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.84392, "loss": 0.84392, "time": 0.47193} {"mode": "train", "epoch": 150, "iter": 900, "lr": 0.0, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8436, "loss": 0.8436, "time": 0.47167} {"mode": "train", "epoch": 150, "iter": 1000, "lr": 0.0, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85104, "loss": 0.85104, "time": 0.47076} {"mode": "train", "epoch": 150, "iter": 1100, "lr": 0.0, "memory": 6499, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84394, "loss": 0.84394, "time": 0.4716} {"mode": "train", "epoch": 150, "iter": 1200, "lr": 0.0, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82898, "loss": 0.82898, "time": 0.47021} {"mode": "train", "epoch": 150, "iter": 1300, "lr": 0.0, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.83434, "loss": 0.83434, "time": 0.47034} {"mode": "train", "epoch": 150, "iter": 1400, "lr": 0.0, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.82996, "loss": 0.82996, "time": 0.47025} {"mode": "train", "epoch": 150, "iter": 1500, "lr": 0.0, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85008, "loss": 0.85008, "time": 0.47167} {"mode": "train", "epoch": 150, "iter": 1600, "lr": 0.0, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83588, "loss": 0.83588, "time": 0.47088} {"mode": "train", "epoch": 150, "iter": 1700, "lr": 0.0, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83238, "loss": 0.83238, "time": 0.47127} {"mode": "train", "epoch": 150, "iter": 1800, "lr": 0.0, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84807, "loss": 0.84807, "time": 0.47213} {"mode": "train", "epoch": 150, "iter": 1900, "lr": 0.0, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84455, "loss": 0.84455, "time": 0.47014} {"mode": "train", "epoch": 150, "iter": 2000, "lr": 0.0, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85521, "loss": 0.85521, "time": 0.47038} {"mode": "train", "epoch": 150, "iter": 2100, "lr": 0.0, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84035, "loss": 0.84035, "time": 0.47111} {"mode": "train", "epoch": 150, "iter": 2200, "lr": 0.0, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.8342, "loss": 0.8342, "time": 0.4701} {"mode": "train", "epoch": 150, "iter": 2300, "lr": 0.0, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.84079, "loss": 0.84079, "time": 0.47128} {"mode": "train", "epoch": 150, "iter": 2400, "lr": 0.0, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.85331, "loss": 0.85331, "time": 0.4707} {"mode": "train", "epoch": 150, "iter": 2500, "lr": 0.0, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.83613, "loss": 0.83613, "time": 0.47039} {"mode": "val", "epoch": 150, "iter": 1031, "lr": 0.0, "top1_acc": 0.91551, "top5_acc": 0.98702}