{"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": 493310030, "config_name": "jm.py", "work_dir": "jm", "hook_msgs": {}} {"mode": "train", "epoch": 1, "iter": 100, "lr": 0.025, "memory": 6525, "data_time": 0.18952, "top1_acc": 0.05812, "top5_acc": 0.21125, "loss_cls": 5.59512, "loss": 5.59512, "time": 0.42224} {"mode": "train", "epoch": 1, "iter": 200, "lr": 0.025, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.08625, "top5_acc": 0.3275, "loss_cls": 5.18907, "loss": 5.18907, "time": 0.22309} {"mode": "train", "epoch": 1, "iter": 300, "lr": 0.025, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.10625, "top5_acc": 0.38562, "loss_cls": 5.18376, "loss": 5.18376, "time": 0.22288} {"mode": "train", "epoch": 1, "iter": 400, "lr": 0.025, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.1425, "top5_acc": 0.43375, "loss_cls": 5.49716, "loss": 5.49716, "time": 0.22445} {"mode": "train", "epoch": 1, "iter": 500, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.16125, "top5_acc": 0.47938, "loss_cls": 5.62067, "loss": 5.62067, "time": 0.22557} {"mode": "train", "epoch": 1, "iter": 600, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.18562, "top5_acc": 0.52375, "loss_cls": 5.41818, "loss": 5.41818, "time": 0.22457} {"mode": "train", "epoch": 1, "iter": 700, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.22188, "top5_acc": 0.57688, "loss_cls": 5.29133, "loss": 5.29133, "time": 0.22449} {"mode": "train", "epoch": 1, "iter": 800, "lr": 0.025, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.26937, "top5_acc": 0.63875, "loss_cls": 4.57065, "loss": 4.57065, "time": 0.2251} {"mode": "train", "epoch": 1, "iter": 900, "lr": 0.025, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.29125, "top5_acc": 0.65438, "loss_cls": 4.30985, "loss": 4.30985, "time": 0.22437} {"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.025, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.31688, "top5_acc": 0.65062, "loss_cls": 4.20339, "loss": 4.20339, "time": 0.22492} {"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.025, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.30125, "top5_acc": 0.6625, "loss_cls": 4.14759, "loss": 4.14759, "time": 0.22643} {"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.025, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.36, "top5_acc": 0.71125, "loss_cls": 3.94862, "loss": 3.94862, "time": 0.22536} {"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.025, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.36375, "top5_acc": 0.73562, "loss_cls": 3.84393, "loss": 3.84393, "time": 0.22609} {"mode": "train", "epoch": 1, "iter": 1400, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.38562, "top5_acc": 0.76062, "loss_cls": 3.77432, "loss": 3.77432, "time": 0.22591} {"mode": "train", "epoch": 1, "iter": 1500, "lr": 0.025, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.3825, "top5_acc": 0.75562, "loss_cls": 3.72597, "loss": 3.72597, "time": 0.22586} {"mode": "train", "epoch": 1, "iter": 1600, "lr": 0.025, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.4075, "top5_acc": 0.775, "loss_cls": 3.62618, "loss": 3.62618, "time": 0.22639} {"mode": "train", "epoch": 1, "iter": 1700, "lr": 0.025, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.45188, "top5_acc": 0.78625, "loss_cls": 3.49974, "loss": 3.49974, "time": 0.22593} {"mode": "train", "epoch": 1, "iter": 1800, "lr": 0.025, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.43875, "top5_acc": 0.81438, "loss_cls": 3.45479, "loss": 3.45479, "time": 0.22547} {"mode": "train", "epoch": 1, "iter": 1900, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.44562, "top5_acc": 0.8125, "loss_cls": 3.46642, "loss": 3.46642, "time": 0.22512} {"mode": "train", "epoch": 1, "iter": 2000, "lr": 0.025, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.46938, "top5_acc": 0.82188, "loss_cls": 3.4396, "loss": 3.4396, "time": 0.2248} {"mode": "train", "epoch": 1, "iter": 2100, "lr": 0.025, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.4625, "top5_acc": 0.82812, "loss_cls": 3.43663, "loss": 3.43663, "time": 0.22493} {"mode": "train", "epoch": 1, "iter": 2200, "lr": 0.025, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.4875, "top5_acc": 0.84438, "loss_cls": 3.33783, "loss": 3.33783, "time": 0.22458} {"mode": "train", "epoch": 1, "iter": 2300, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.46625, "top5_acc": 0.84875, "loss_cls": 3.35321, "loss": 3.35321, "time": 0.22572} {"mode": "train", "epoch": 1, "iter": 2400, "lr": 0.025, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.4725, "top5_acc": 0.83125, "loss_cls": 3.3814, "loss": 3.3814, "time": 0.22535} {"mode": "train", "epoch": 1, "iter": 2500, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.50187, "top5_acc": 0.85438, "loss_cls": 3.28774, "loss": 3.28774, "time": 0.22494} {"mode": "val", "epoch": 1, "iter": 1031, "lr": 0.025, "top1_acc": 0.49178, "top5_acc": 0.83223} {"mode": "train", "epoch": 2, "iter": 100, "lr": 0.025, "memory": 6525, "data_time": 0.18311, "top1_acc": 0.50375, "top5_acc": 0.8525, "loss_cls": 3.24686, "loss": 3.24686, "time": 0.40789} {"mode": "train", "epoch": 2, "iter": 200, "lr": 0.025, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.50813, "top5_acc": 0.84625, "loss_cls": 3.2886, "loss": 3.2886, "time": 0.22518} {"mode": "train", "epoch": 2, "iter": 300, "lr": 0.025, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.51188, "top5_acc": 0.86188, "loss_cls": 3.22448, "loss": 3.22448, "time": 0.22512} {"mode": "train", "epoch": 2, "iter": 400, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.53625, "top5_acc": 0.87625, "loss_cls": 3.15372, "loss": 3.15372, "time": 0.22436} {"mode": "train", "epoch": 2, "iter": 500, "lr": 0.025, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.53812, "top5_acc": 0.87062, "loss_cls": 3.12143, "loss": 3.12143, "time": 0.22478} {"mode": "train", "epoch": 2, "iter": 600, "lr": 0.025, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.52188, "top5_acc": 0.8575, "loss_cls": 3.18024, "loss": 3.18024, "time": 0.22638} {"mode": "train", "epoch": 2, "iter": 700, "lr": 0.025, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.54812, "top5_acc": 0.86562, "loss_cls": 3.13934, "loss": 3.13934, "time": 0.22573} {"mode": "train", "epoch": 2, "iter": 800, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.55062, "top5_acc": 0.88375, "loss_cls": 3.08201, "loss": 3.08201, "time": 0.22446} {"mode": "train", "epoch": 2, "iter": 900, "lr": 0.02499, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.555, "top5_acc": 0.88812, "loss_cls": 3.0568, "loss": 3.0568, "time": 0.22434} {"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.02499, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.56625, "top5_acc": 0.88812, "loss_cls": 2.98482, "loss": 2.98482, "time": 0.22504} {"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.02499, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.58812, "top5_acc": 0.89938, "loss_cls": 2.79953, "loss": 2.79953, "time": 0.22535} {"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.02499, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.565, "top5_acc": 0.90188, "loss_cls": 2.74426, "loss": 2.74426, "time": 0.22585} {"mode": "train", "epoch": 2, "iter": 1300, "lr": 0.02499, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.57063, "top5_acc": 0.8975, "loss_cls": 2.69784, "loss": 2.69784, "time": 0.22489} {"mode": "train", "epoch": 2, "iter": 1400, "lr": 0.02499, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.56688, "top5_acc": 0.89625, "loss_cls": 2.65258, "loss": 2.65258, "time": 0.22583} {"mode": "train", "epoch": 2, "iter": 1500, "lr": 0.02499, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.58375, "top5_acc": 0.89562, "loss_cls": 2.52072, "loss": 2.52072, "time": 0.22507} {"mode": "train", "epoch": 2, "iter": 1600, "lr": 0.02499, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.59, "top5_acc": 0.9075, "loss_cls": 2.37738, "loss": 2.37738, "time": 0.22631} {"mode": "train", "epoch": 2, "iter": 1700, "lr": 0.02499, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.57438, "top5_acc": 0.89688, "loss_cls": 2.48508, "loss": 2.48508, "time": 0.22594} {"mode": "train", "epoch": 2, "iter": 1800, "lr": 0.02499, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.5725, "top5_acc": 0.89188, "loss_cls": 2.39298, "loss": 2.39298, "time": 0.22547} {"mode": "train", "epoch": 2, "iter": 1900, "lr": 0.02499, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.6, "top5_acc": 0.91062, "loss_cls": 2.28656, "loss": 2.28656, "time": 0.22432} {"mode": "train", "epoch": 2, "iter": 2000, "lr": 0.02499, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.60812, "top5_acc": 0.89688, "loss_cls": 2.28331, "loss": 2.28331, "time": 0.22514} {"mode": "train", "epoch": 2, "iter": 2100, "lr": 0.02499, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.60562, "top5_acc": 0.90125, "loss_cls": 2.23678, "loss": 2.23678, "time": 0.22579} {"mode": "train", "epoch": 2, "iter": 2200, "lr": 0.02499, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.59562, "top5_acc": 0.90938, "loss_cls": 2.20549, "loss": 2.20549, "time": 0.22493} {"mode": "train", "epoch": 2, "iter": 2300, "lr": 0.02499, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.62687, "top5_acc": 0.9025, "loss_cls": 2.15636, "loss": 2.15636, "time": 0.22515} {"mode": "train", "epoch": 2, "iter": 2400, "lr": 0.02499, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.61875, "top5_acc": 0.91625, "loss_cls": 2.16247, "loss": 2.16247, "time": 0.22488} {"mode": "train", "epoch": 2, "iter": 2500, "lr": 0.02499, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.62625, "top5_acc": 0.90688, "loss_cls": 2.12387, "loss": 2.12387, "time": 0.22536} {"mode": "val", "epoch": 2, "iter": 1031, "lr": 0.02499, "top1_acc": 0.55899, "top5_acc": 0.86717} {"mode": "train", "epoch": 3, "iter": 100, "lr": 0.02499, "memory": 6525, "data_time": 0.1876, "top1_acc": 0.6275, "top5_acc": 0.92, "loss_cls": 2.00223, "loss": 2.00223, "time": 0.41338} {"mode": "train", "epoch": 3, "iter": 200, "lr": 0.02499, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.62938, "top5_acc": 0.90688, "loss_cls": 2.07755, "loss": 2.07755, "time": 0.22451} {"mode": "train", "epoch": 3, "iter": 300, "lr": 0.02499, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.62625, "top5_acc": 0.91312, "loss_cls": 2.04735, "loss": 2.04735, "time": 0.22602} {"mode": "train", "epoch": 3, "iter": 400, "lr": 0.02499, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.6475, "top5_acc": 0.9175, "loss_cls": 1.9827, "loss": 1.9827, "time": 0.22492} {"mode": "train", "epoch": 3, "iter": 500, "lr": 0.02499, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.64812, "top5_acc": 0.92312, "loss_cls": 1.9227, "loss": 1.9227, "time": 0.22517} {"mode": "train", "epoch": 3, "iter": 600, "lr": 0.02499, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.63813, "top5_acc": 0.9275, "loss_cls": 1.88351, "loss": 1.88351, "time": 0.22449} {"mode": "train", "epoch": 3, "iter": 700, "lr": 0.02499, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.66375, "top5_acc": 0.93438, "loss_cls": 1.81759, "loss": 1.81759, "time": 0.22437} {"mode": "train", "epoch": 3, "iter": 800, "lr": 0.02499, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.65438, "top5_acc": 0.915, "loss_cls": 1.86476, "loss": 1.86476, "time": 0.22587} {"mode": "train", "epoch": 3, "iter": 900, "lr": 0.02498, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.65625, "top5_acc": 0.92875, "loss_cls": 1.85741, "loss": 1.85741, "time": 0.22449} {"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.02498, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.65688, "top5_acc": 0.9275, "loss_cls": 1.85291, "loss": 1.85291, "time": 0.22437} {"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.02498, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.63625, "top5_acc": 0.91375, "loss_cls": 1.89602, "loss": 1.89602, "time": 0.22541} {"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.02498, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.67562, "top5_acc": 0.93562, "loss_cls": 1.70735, "loss": 1.70735, "time": 0.22549} {"mode": "train", "epoch": 3, "iter": 1300, "lr": 0.02498, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.6475, "top5_acc": 0.92438, "loss_cls": 1.76906, "loss": 1.76906, "time": 0.22565} {"mode": "train", "epoch": 3, "iter": 1400, "lr": 0.02498, "memory": 6525, "data_time": 0.00034, "top1_acc": 0.64438, "top5_acc": 0.92938, "loss_cls": 1.7937, "loss": 1.7937, "time": 0.22568} {"mode": "train", "epoch": 3, "iter": 1500, "lr": 0.02498, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.65938, "top5_acc": 0.9175, "loss_cls": 1.80789, "loss": 1.80789, "time": 0.22584} {"mode": "train", "epoch": 3, "iter": 1600, "lr": 0.02498, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.66, "top5_acc": 0.92125, "loss_cls": 1.75088, "loss": 1.75088, "time": 0.22525} {"mode": "train", "epoch": 3, "iter": 1700, "lr": 0.02498, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.67312, "top5_acc": 0.94625, "loss_cls": 1.69196, "loss": 1.69196, "time": 0.22616} {"mode": "train", "epoch": 3, "iter": 1800, "lr": 0.02498, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.67375, "top5_acc": 0.93625, "loss_cls": 1.66738, "loss": 1.66738, "time": 0.22621} {"mode": "train", "epoch": 3, "iter": 1900, "lr": 0.02498, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.6625, "top5_acc": 0.93125, "loss_cls": 1.76388, "loss": 1.76388, "time": 0.22589} {"mode": "train", "epoch": 3, "iter": 2000, "lr": 0.02498, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.64812, "top5_acc": 0.92938, "loss_cls": 1.75793, "loss": 1.75793, "time": 0.22663} {"mode": "train", "epoch": 3, "iter": 2100, "lr": 0.02498, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.655, "top5_acc": 0.93188, "loss_cls": 1.72121, "loss": 1.72121, "time": 0.22642} {"mode": "train", "epoch": 3, "iter": 2200, "lr": 0.02498, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.68375, "top5_acc": 0.93188, "loss_cls": 1.68197, "loss": 1.68197, "time": 0.22595} {"mode": "train", "epoch": 3, "iter": 2300, "lr": 0.02498, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.68688, "top5_acc": 0.93438, "loss_cls": 1.65127, "loss": 1.65127, "time": 0.22654} {"mode": "train", "epoch": 3, "iter": 2400, "lr": 0.02498, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.65875, "top5_acc": 0.93562, "loss_cls": 1.70103, "loss": 1.70103, "time": 0.22538} {"mode": "train", "epoch": 3, "iter": 2500, "lr": 0.02498, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.68, "top5_acc": 0.92625, "loss_cls": 1.6713, "loss": 1.6713, "time": 0.22541} {"mode": "val", "epoch": 3, "iter": 1031, "lr": 0.02498, "top1_acc": 0.36987, "top5_acc": 0.79372} {"mode": "train", "epoch": 4, "iter": 100, "lr": 0.02497, "memory": 6525, "data_time": 0.19055, "top1_acc": 0.69688, "top5_acc": 0.94438, "loss_cls": 1.60774, "loss": 1.60774, "time": 0.41575} {"mode": "train", "epoch": 4, "iter": 200, "lr": 0.02497, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.70188, "top5_acc": 0.93812, "loss_cls": 1.55964, "loss": 1.55964, "time": 0.226} {"mode": "train", "epoch": 4, "iter": 300, "lr": 0.02497, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.69312, "top5_acc": 0.94625, "loss_cls": 1.57048, "loss": 1.57048, "time": 0.22454} {"mode": "train", "epoch": 4, "iter": 400, "lr": 0.02497, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.68688, "top5_acc": 0.9425, "loss_cls": 1.5554, "loss": 1.5554, "time": 0.22598} {"mode": "train", "epoch": 4, "iter": 500, "lr": 0.02497, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.70312, "top5_acc": 0.93812, "loss_cls": 1.58722, "loss": 1.58722, "time": 0.22557} {"mode": "train", "epoch": 4, "iter": 600, "lr": 0.02497, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.68688, "top5_acc": 0.94062, "loss_cls": 1.60281, "loss": 1.60281, "time": 0.22603} {"mode": "train", "epoch": 4, "iter": 700, "lr": 0.02497, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.70188, "top5_acc": 0.93125, "loss_cls": 1.55967, "loss": 1.55967, "time": 0.22614} {"mode": "train", "epoch": 4, "iter": 800, "lr": 0.02497, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.69562, "top5_acc": 0.94375, "loss_cls": 1.51248, "loss": 1.51248, "time": 0.22671} {"mode": "train", "epoch": 4, "iter": 900, "lr": 0.02497, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.66875, "top5_acc": 0.93125, "loss_cls": 1.64083, "loss": 1.64083, "time": 0.2259} {"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.02497, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.69125, "top5_acc": 0.94938, "loss_cls": 1.56466, "loss": 1.56466, "time": 0.22616} {"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.02497, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.69438, "top5_acc": 0.94188, "loss_cls": 1.57921, "loss": 1.57921, "time": 0.22551} {"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.02497, "memory": 6525, "data_time": 0.0004, "top1_acc": 0.67812, "top5_acc": 0.945, "loss_cls": 1.54818, "loss": 1.54818, "time": 0.22475} {"mode": "train", "epoch": 4, "iter": 1300, "lr": 0.02497, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.71688, "top5_acc": 0.945, "loss_cls": 1.492, "loss": 1.492, "time": 0.22554} {"mode": "train", "epoch": 4, "iter": 1400, "lr": 0.02497, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.6825, "top5_acc": 0.94188, "loss_cls": 1.5815, "loss": 1.5815, "time": 0.2252} {"mode": "train", "epoch": 4, "iter": 1500, "lr": 0.02496, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.69438, "top5_acc": 0.94438, "loss_cls": 1.50727, "loss": 1.50727, "time": 0.22482} {"mode": "train", "epoch": 4, "iter": 1600, "lr": 0.02496, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.69562, "top5_acc": 0.94188, "loss_cls": 1.52807, "loss": 1.52807, "time": 0.22614} {"mode": "train", "epoch": 4, "iter": 1700, "lr": 0.02496, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.71312, "top5_acc": 0.94312, "loss_cls": 1.49662, "loss": 1.49662, "time": 0.22591} {"mode": "train", "epoch": 4, "iter": 1800, "lr": 0.02496, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.705, "top5_acc": 0.93938, "loss_cls": 1.5148, "loss": 1.5148, "time": 0.22589} {"mode": "train", "epoch": 4, "iter": 1900, "lr": 0.02496, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.71688, "top5_acc": 0.94938, "loss_cls": 1.41396, "loss": 1.41396, "time": 0.22469} {"mode": "train", "epoch": 4, "iter": 2000, "lr": 0.02496, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.70062, "top5_acc": 0.93938, "loss_cls": 1.50464, "loss": 1.50464, "time": 0.22533} {"mode": "train", "epoch": 4, "iter": 2100, "lr": 0.02496, "memory": 6525, "data_time": 0.0004, "top1_acc": 0.715, "top5_acc": 0.9425, "loss_cls": 1.44268, "loss": 1.44268, "time": 0.22636} {"mode": "train", "epoch": 4, "iter": 2200, "lr": 0.02496, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.71062, "top5_acc": 0.94062, "loss_cls": 1.4631, "loss": 1.4631, "time": 0.22417} {"mode": "train", "epoch": 4, "iter": 2300, "lr": 0.02496, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.69812, "top5_acc": 0.94625, "loss_cls": 1.48642, "loss": 1.48642, "time": 0.22456} {"mode": "train", "epoch": 4, "iter": 2400, "lr": 0.02496, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.67125, "top5_acc": 0.93812, "loss_cls": 1.6011, "loss": 1.6011, "time": 0.22453} {"mode": "train", "epoch": 4, "iter": 2500, "lr": 0.02496, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.70688, "top5_acc": 0.93875, "loss_cls": 1.47174, "loss": 1.47174, "time": 0.22614} {"mode": "val", "epoch": 4, "iter": 1031, "lr": 0.02496, "top1_acc": 0.40056, "top5_acc": 0.80736} {"mode": "train", "epoch": 5, "iter": 100, "lr": 0.02496, "memory": 6525, "data_time": 0.19047, "top1_acc": 0.71812, "top5_acc": 0.94688, "loss_cls": 1.43299, "loss": 1.43299, "time": 0.41549} {"mode": "train", "epoch": 5, "iter": 200, "lr": 0.02495, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.71438, "top5_acc": 0.95125, "loss_cls": 1.44747, "loss": 1.44747, "time": 0.22552} {"mode": "train", "epoch": 5, "iter": 300, "lr": 0.02495, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.69438, "top5_acc": 0.95, "loss_cls": 1.47269, "loss": 1.47269, "time": 0.22446} {"mode": "train", "epoch": 5, "iter": 400, "lr": 0.02495, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.685, "top5_acc": 0.93438, "loss_cls": 1.56621, "loss": 1.56621, "time": 0.22465} {"mode": "train", "epoch": 5, "iter": 500, "lr": 0.02495, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.71688, "top5_acc": 0.94188, "loss_cls": 1.43773, "loss": 1.43773, "time": 0.22462} {"mode": "train", "epoch": 5, "iter": 600, "lr": 0.02495, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.73188, "top5_acc": 0.96438, "loss_cls": 1.32679, "loss": 1.32679, "time": 0.22523} {"mode": "train", "epoch": 5, "iter": 700, "lr": 0.02495, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.7225, "top5_acc": 0.95375, "loss_cls": 1.42112, "loss": 1.42112, "time": 0.22481} {"mode": "train", "epoch": 5, "iter": 800, "lr": 0.02495, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.71688, "top5_acc": 0.945, "loss_cls": 1.40202, "loss": 1.40202, "time": 0.22607} {"mode": "train", "epoch": 5, "iter": 900, "lr": 0.02495, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.70562, "top5_acc": 0.95125, "loss_cls": 1.40939, "loss": 1.40939, "time": 0.2247} {"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.02495, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.7075, "top5_acc": 0.9375, "loss_cls": 1.47206, "loss": 1.47206, "time": 0.22465} {"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.02495, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.72438, "top5_acc": 0.94875, "loss_cls": 1.41112, "loss": 1.41112, "time": 0.22505} {"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.02495, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.69125, "top5_acc": 0.95125, "loss_cls": 1.4545, "loss": 1.4545, "time": 0.22612} {"mode": "train", "epoch": 5, "iter": 1300, "lr": 0.02494, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.705, "top5_acc": 0.95125, "loss_cls": 1.454, "loss": 1.454, "time": 0.2258} {"mode": "train", "epoch": 5, "iter": 1400, "lr": 0.02494, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.72562, "top5_acc": 0.955, "loss_cls": 1.37441, "loss": 1.37441, "time": 0.22642} {"mode": "train", "epoch": 5, "iter": 1500, "lr": 0.02494, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.73188, "top5_acc": 0.9475, "loss_cls": 1.38878, "loss": 1.38878, "time": 0.22428} {"mode": "train", "epoch": 5, "iter": 1600, "lr": 0.02494, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.72562, "top5_acc": 0.9425, "loss_cls": 1.41016, "loss": 1.41016, "time": 0.22635} {"mode": "train", "epoch": 5, "iter": 1700, "lr": 0.02494, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.7125, "top5_acc": 0.94562, "loss_cls": 1.46494, "loss": 1.46494, "time": 0.22623} {"mode": "train", "epoch": 5, "iter": 1800, "lr": 0.02494, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.73562, "top5_acc": 0.94938, "loss_cls": 1.36721, "loss": 1.36721, "time": 0.22533} {"mode": "train", "epoch": 5, "iter": 1900, "lr": 0.02494, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.72875, "top5_acc": 0.94875, "loss_cls": 1.38042, "loss": 1.38042, "time": 0.22572} {"mode": "train", "epoch": 5, "iter": 2000, "lr": 0.02494, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.71125, "top5_acc": 0.95188, "loss_cls": 1.37945, "loss": 1.37945, "time": 0.22493} {"mode": "train", "epoch": 5, "iter": 2100, "lr": 0.02494, "memory": 6525, "data_time": 0.00038, "top1_acc": 0.70062, "top5_acc": 0.9475, "loss_cls": 1.46873, "loss": 1.46873, "time": 0.22572} {"mode": "train", "epoch": 5, "iter": 2200, "lr": 0.02493, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.71812, "top5_acc": 0.94625, "loss_cls": 1.44205, "loss": 1.44205, "time": 0.22571} {"mode": "train", "epoch": 5, "iter": 2300, "lr": 0.02493, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.74, "top5_acc": 0.955, "loss_cls": 1.3573, "loss": 1.3573, "time": 0.22619} {"mode": "train", "epoch": 5, "iter": 2400, "lr": 0.02493, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.72562, "top5_acc": 0.95188, "loss_cls": 1.37605, "loss": 1.37605, "time": 0.22565} {"mode": "train", "epoch": 5, "iter": 2500, "lr": 0.02493, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.72062, "top5_acc": 0.94438, "loss_cls": 1.39144, "loss": 1.39144, "time": 0.22611} {"mode": "val", "epoch": 5, "iter": 1031, "lr": 0.02493, "top1_acc": 0.64754, "top5_acc": 0.90914} {"mode": "train", "epoch": 6, "iter": 100, "lr": 0.02493, "memory": 6525, "data_time": 0.18875, "top1_acc": 0.73, "top5_acc": 0.94625, "loss_cls": 1.35974, "loss": 1.35974, "time": 0.41434} {"mode": "train", "epoch": 6, "iter": 200, "lr": 0.02493, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.7325, "top5_acc": 0.95438, "loss_cls": 1.33234, "loss": 1.33234, "time": 0.22564} {"mode": "train", "epoch": 6, "iter": 300, "lr": 0.02493, "memory": 6525, "data_time": 0.00037, "top1_acc": 0.7175, "top5_acc": 0.9525, "loss_cls": 1.36093, "loss": 1.36093, "time": 0.22529} {"mode": "train", "epoch": 6, "iter": 400, "lr": 0.02493, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.72938, "top5_acc": 0.95125, "loss_cls": 1.3488, "loss": 1.3488, "time": 0.2257} {"mode": "train", "epoch": 6, "iter": 500, "lr": 0.02493, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.74938, "top5_acc": 0.955, "loss_cls": 1.29988, "loss": 1.29988, "time": 0.22607} {"mode": "train", "epoch": 6, "iter": 600, "lr": 0.02492, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.74875, "top5_acc": 0.95938, "loss_cls": 1.27634, "loss": 1.27634, "time": 0.2271} {"mode": "train", "epoch": 6, "iter": 700, "lr": 0.02492, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.71312, "top5_acc": 0.94625, "loss_cls": 1.43105, "loss": 1.43105, "time": 0.22453} {"mode": "train", "epoch": 6, "iter": 800, "lr": 0.02492, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.73438, "top5_acc": 0.95125, "loss_cls": 1.30239, "loss": 1.30239, "time": 0.22431} {"mode": "train", "epoch": 6, "iter": 900, "lr": 0.02492, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.7075, "top5_acc": 0.95438, "loss_cls": 1.4227, "loss": 1.4227, "time": 0.2264} {"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.02492, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.72688, "top5_acc": 0.9575, "loss_cls": 1.33485, "loss": 1.33485, "time": 0.22415} {"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.02492, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.74, "top5_acc": 0.95, "loss_cls": 1.31035, "loss": 1.31035, "time": 0.22561} {"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.02492, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.73562, "top5_acc": 0.95875, "loss_cls": 1.32403, "loss": 1.32403, "time": 0.22543} {"mode": "train", "epoch": 6, "iter": 1300, "lr": 0.02492, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.7325, "top5_acc": 0.95625, "loss_cls": 1.32211, "loss": 1.32211, "time": 0.22532} {"mode": "train", "epoch": 6, "iter": 1400, "lr": 0.02492, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.72, "top5_acc": 0.95125, "loss_cls": 1.36109, "loss": 1.36109, "time": 0.22523} {"mode": "train", "epoch": 6, "iter": 1500, "lr": 0.02491, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.72938, "top5_acc": 0.94812, "loss_cls": 1.32369, "loss": 1.32369, "time": 0.22593} {"mode": "train", "epoch": 6, "iter": 1600, "lr": 0.02491, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.7325, "top5_acc": 0.94875, "loss_cls": 1.37508, "loss": 1.37508, "time": 0.22535} {"mode": "train", "epoch": 6, "iter": 1700, "lr": 0.02491, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.72375, "top5_acc": 0.95125, "loss_cls": 1.31728, "loss": 1.31728, "time": 0.22641} {"mode": "train", "epoch": 6, "iter": 1800, "lr": 0.02491, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.73125, "top5_acc": 0.9475, "loss_cls": 1.36739, "loss": 1.36739, "time": 0.22503} {"mode": "train", "epoch": 6, "iter": 1900, "lr": 0.02491, "memory": 6525, "data_time": 0.00037, "top1_acc": 0.73938, "top5_acc": 0.9525, "loss_cls": 1.31735, "loss": 1.31735, "time": 0.22733} {"mode": "train", "epoch": 6, "iter": 2000, "lr": 0.02491, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.7375, "top5_acc": 0.95875, "loss_cls": 1.30277, "loss": 1.30277, "time": 0.22542} {"mode": "train", "epoch": 6, "iter": 2100, "lr": 0.02491, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.72125, "top5_acc": 0.95438, "loss_cls": 1.3354, "loss": 1.3354, "time": 0.22556} {"mode": "train", "epoch": 6, "iter": 2200, "lr": 0.02491, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.74688, "top5_acc": 0.95375, "loss_cls": 1.28622, "loss": 1.28622, "time": 0.22564} {"mode": "train", "epoch": 6, "iter": 2300, "lr": 0.0249, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.73312, "top5_acc": 0.9525, "loss_cls": 1.33118, "loss": 1.33118, "time": 0.22556} {"mode": "train", "epoch": 6, "iter": 2400, "lr": 0.0249, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.75438, "top5_acc": 0.96, "loss_cls": 1.21448, "loss": 1.21448, "time": 0.2258} {"mode": "train", "epoch": 6, "iter": 2500, "lr": 0.0249, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.72688, "top5_acc": 0.94375, "loss_cls": 1.31875, "loss": 1.31875, "time": 0.22598} {"mode": "val", "epoch": 6, "iter": 1031, "lr": 0.0249, "top1_acc": 0.72548, "top5_acc": 0.94244} {"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0249, "memory": 6525, "data_time": 0.18793, "top1_acc": 0.72625, "top5_acc": 0.9575, "loss_cls": 1.30863, "loss": 1.30863, "time": 0.4122} {"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0249, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.74812, "top5_acc": 0.95938, "loss_cls": 1.2916, "loss": 1.2916, "time": 0.22407} {"mode": "train", "epoch": 7, "iter": 300, "lr": 0.0249, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.74812, "top5_acc": 0.96062, "loss_cls": 1.2384, "loss": 1.2384, "time": 0.22495} {"mode": "train", "epoch": 7, "iter": 400, "lr": 0.0249, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.7525, "top5_acc": 0.96312, "loss_cls": 1.23295, "loss": 1.23295, "time": 0.22511} {"mode": "train", "epoch": 7, "iter": 500, "lr": 0.02489, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.74938, "top5_acc": 0.95812, "loss_cls": 1.20869, "loss": 1.20869, "time": 0.22411} {"mode": "train", "epoch": 7, "iter": 600, "lr": 0.02489, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.72875, "top5_acc": 0.94625, "loss_cls": 1.35425, "loss": 1.35425, "time": 0.22437} {"mode": "train", "epoch": 7, "iter": 700, "lr": 0.02489, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.74875, "top5_acc": 0.9625, "loss_cls": 1.2689, "loss": 1.2689, "time": 0.22474} {"mode": "train", "epoch": 7, "iter": 800, "lr": 0.02489, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.75062, "top5_acc": 0.94812, "loss_cls": 1.27183, "loss": 1.27183, "time": 0.22463} {"mode": "train", "epoch": 7, "iter": 900, "lr": 0.02489, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.73, "top5_acc": 0.95438, "loss_cls": 1.2946, "loss": 1.2946, "time": 0.22508} {"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.02489, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.75562, "top5_acc": 0.96, "loss_cls": 1.27927, "loss": 1.27927, "time": 0.22441} {"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.02489, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.7575, "top5_acc": 0.96438, "loss_cls": 1.19255, "loss": 1.19255, "time": 0.22461} {"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.02489, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.745, "top5_acc": 0.95812, "loss_cls": 1.22284, "loss": 1.22284, "time": 0.22463} {"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.02488, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.73625, "top5_acc": 0.95875, "loss_cls": 1.26599, "loss": 1.26599, "time": 0.22473} {"mode": "train", "epoch": 7, "iter": 1400, "lr": 0.02488, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.75062, "top5_acc": 0.95188, "loss_cls": 1.27216, "loss": 1.27216, "time": 0.22503} {"mode": "train", "epoch": 7, "iter": 1500, "lr": 0.02488, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.73875, "top5_acc": 0.95812, "loss_cls": 1.31155, "loss": 1.31155, "time": 0.22532} {"mode": "train", "epoch": 7, "iter": 1600, "lr": 0.02488, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.74125, "top5_acc": 0.95312, "loss_cls": 1.30413, "loss": 1.30413, "time": 0.22556} {"mode": "train", "epoch": 7, "iter": 1700, "lr": 0.02488, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.77125, "top5_acc": 0.95, "loss_cls": 1.22864, "loss": 1.22864, "time": 0.22532} {"mode": "train", "epoch": 7, "iter": 1800, "lr": 0.02488, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.74438, "top5_acc": 0.95, "loss_cls": 1.24666, "loss": 1.24666, "time": 0.22583} {"mode": "train", "epoch": 7, "iter": 1900, "lr": 0.02488, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.74625, "top5_acc": 0.96062, "loss_cls": 1.20748, "loss": 1.20748, "time": 0.22599} {"mode": "train", "epoch": 7, "iter": 2000, "lr": 0.02487, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.74812, "top5_acc": 0.9575, "loss_cls": 1.27126, "loss": 1.27126, "time": 0.22472} {"mode": "train", "epoch": 7, "iter": 2100, "lr": 0.02487, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.73562, "top5_acc": 0.95688, "loss_cls": 1.28731, "loss": 1.28731, "time": 0.2259} {"mode": "train", "epoch": 7, "iter": 2200, "lr": 0.02487, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.75312, "top5_acc": 0.96438, "loss_cls": 1.26361, "loss": 1.26361, "time": 0.22588} {"mode": "train", "epoch": 7, "iter": 2300, "lr": 0.02487, "memory": 6525, "data_time": 0.00043, "top1_acc": 0.72625, "top5_acc": 0.94562, "loss_cls": 1.35942, "loss": 1.35942, "time": 0.22511} {"mode": "train", "epoch": 7, "iter": 2400, "lr": 0.02487, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.75375, "top5_acc": 0.96438, "loss_cls": 1.20239, "loss": 1.20239, "time": 0.22531} {"mode": "train", "epoch": 7, "iter": 2500, "lr": 0.02487, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.73188, "top5_acc": 0.9675, "loss_cls": 1.25485, "loss": 1.25485, "time": 0.22582} {"mode": "val", "epoch": 7, "iter": 1031, "lr": 0.02487, "top1_acc": 0.68363, "top5_acc": 0.9331} {"mode": "train", "epoch": 8, "iter": 100, "lr": 0.02486, "memory": 6525, "data_time": 0.18533, "top1_acc": 0.75875, "top5_acc": 0.95875, "loss_cls": 1.21836, "loss": 1.21836, "time": 0.41088} {"mode": "train", "epoch": 8, "iter": 200, "lr": 0.02486, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.75875, "top5_acc": 0.95625, "loss_cls": 1.16889, "loss": 1.16889, "time": 0.22391} {"mode": "train", "epoch": 8, "iter": 300, "lr": 0.02486, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.7825, "top5_acc": 0.96312, "loss_cls": 1.15965, "loss": 1.15965, "time": 0.22414} {"mode": "train", "epoch": 8, "iter": 400, "lr": 0.02486, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77062, "top5_acc": 0.96625, "loss_cls": 1.14896, "loss": 1.14896, "time": 0.2258} {"mode": "train", "epoch": 8, "iter": 500, "lr": 0.02486, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77, "top5_acc": 0.965, "loss_cls": 1.15173, "loss": 1.15173, "time": 0.2249} {"mode": "train", "epoch": 8, "iter": 600, "lr": 0.02486, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.74125, "top5_acc": 0.95688, "loss_cls": 1.23249, "loss": 1.23249, "time": 0.22432} {"mode": "train", "epoch": 8, "iter": 700, "lr": 0.02486, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.76, "top5_acc": 0.95562, "loss_cls": 1.21883, "loss": 1.21883, "time": 0.22513} {"mode": "train", "epoch": 8, "iter": 800, "lr": 0.02485, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.74625, "top5_acc": 0.96188, "loss_cls": 1.24899, "loss": 1.24899, "time": 0.22463} {"mode": "train", "epoch": 8, "iter": 900, "lr": 0.02485, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.75688, "top5_acc": 0.96125, "loss_cls": 1.15991, "loss": 1.15991, "time": 0.22571} {"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.02485, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.77375, "top5_acc": 0.96188, "loss_cls": 1.18421, "loss": 1.18421, "time": 0.22571} {"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.02485, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.72375, "top5_acc": 0.95312, "loss_cls": 1.3085, "loss": 1.3085, "time": 0.22502} {"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.02485, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.75062, "top5_acc": 0.95875, "loss_cls": 1.20431, "loss": 1.20431, "time": 0.22466} {"mode": "train", "epoch": 8, "iter": 1300, "lr": 0.02485, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.76312, "top5_acc": 0.96625, "loss_cls": 1.19289, "loss": 1.19289, "time": 0.2262} {"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.02484, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.73438, "top5_acc": 0.96312, "loss_cls": 1.2553, "loss": 1.2553, "time": 0.22537} {"mode": "train", "epoch": 8, "iter": 1500, "lr": 0.02484, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.75875, "top5_acc": 0.95625, "loss_cls": 1.20209, "loss": 1.20209, "time": 0.22447} {"mode": "train", "epoch": 8, "iter": 1600, "lr": 0.02484, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.75188, "top5_acc": 0.955, "loss_cls": 1.25227, "loss": 1.25227, "time": 0.22563} {"mode": "train", "epoch": 8, "iter": 1700, "lr": 0.02484, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.75, "top5_acc": 0.95312, "loss_cls": 1.21271, "loss": 1.21271, "time": 0.2245} {"mode": "train", "epoch": 8, "iter": 1800, "lr": 0.02484, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.76188, "top5_acc": 0.95062, "loss_cls": 1.2497, "loss": 1.2497, "time": 0.22512} {"mode": "train", "epoch": 8, "iter": 1900, "lr": 0.02484, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.7575, "top5_acc": 0.97188, "loss_cls": 1.17919, "loss": 1.17919, "time": 0.22595} {"mode": "train", "epoch": 8, "iter": 2000, "lr": 0.02483, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.73062, "top5_acc": 0.96188, "loss_cls": 1.24198, "loss": 1.24198, "time": 0.22706} {"mode": "train", "epoch": 8, "iter": 2100, "lr": 0.02483, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.76625, "top5_acc": 0.95812, "loss_cls": 1.18974, "loss": 1.18974, "time": 0.22556} {"mode": "train", "epoch": 8, "iter": 2200, "lr": 0.02483, "memory": 6525, "data_time": 0.00043, "top1_acc": 0.76312, "top5_acc": 0.96312, "loss_cls": 1.16669, "loss": 1.16669, "time": 0.227} {"mode": "train", "epoch": 8, "iter": 2300, "lr": 0.02483, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.76562, "top5_acc": 0.955, "loss_cls": 1.19187, "loss": 1.19187, "time": 0.22534} {"mode": "train", "epoch": 8, "iter": 2400, "lr": 0.02483, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.75375, "top5_acc": 0.9625, "loss_cls": 1.19612, "loss": 1.19612, "time": 0.22575} {"mode": "train", "epoch": 8, "iter": 2500, "lr": 0.02483, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.7725, "top5_acc": 0.9675, "loss_cls": 1.12889, "loss": 1.12889, "time": 0.22458} {"mode": "val", "epoch": 8, "iter": 1031, "lr": 0.02482, "top1_acc": 0.70073, "top5_acc": 0.94201} {"mode": "train", "epoch": 9, "iter": 100, "lr": 0.02482, "memory": 6525, "data_time": 0.18304, "top1_acc": 0.7575, "top5_acc": 0.95625, "loss_cls": 1.19425, "loss": 1.19425, "time": 0.40815} {"mode": "train", "epoch": 9, "iter": 200, "lr": 0.02482, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.74875, "top5_acc": 0.9575, "loss_cls": 1.21724, "loss": 1.21724, "time": 0.22499} {"mode": "train", "epoch": 9, "iter": 300, "lr": 0.02482, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.77812, "top5_acc": 0.97062, "loss_cls": 1.07263, "loss": 1.07263, "time": 0.225} {"mode": "train", "epoch": 9, "iter": 400, "lr": 0.02482, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78062, "top5_acc": 0.95938, "loss_cls": 1.10306, "loss": 1.10306, "time": 0.22538} {"mode": "train", "epoch": 9, "iter": 500, "lr": 0.02482, "memory": 6525, "data_time": 0.00039, "top1_acc": 0.755, "top5_acc": 0.96562, "loss_cls": 1.15986, "loss": 1.15986, "time": 0.22617} {"mode": "train", "epoch": 9, "iter": 600, "lr": 0.02481, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.77688, "top5_acc": 0.965, "loss_cls": 1.11192, "loss": 1.11192, "time": 0.22615} {"mode": "train", "epoch": 9, "iter": 700, "lr": 0.02481, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.76125, "top5_acc": 0.96438, "loss_cls": 1.14414, "loss": 1.14414, "time": 0.22571} {"mode": "train", "epoch": 9, "iter": 800, "lr": 0.02481, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.75812, "top5_acc": 0.96062, "loss_cls": 1.20181, "loss": 1.20181, "time": 0.2253} {"mode": "train", "epoch": 9, "iter": 900, "lr": 0.02481, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.76125, "top5_acc": 0.96062, "loss_cls": 1.19122, "loss": 1.19122, "time": 0.22556} {"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.02481, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.76938, "top5_acc": 0.96188, "loss_cls": 1.1736, "loss": 1.1736, "time": 0.22561} {"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.02481, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.7675, "top5_acc": 0.97, "loss_cls": 1.19093, "loss": 1.19093, "time": 0.22437} {"mode": "train", "epoch": 9, "iter": 1200, "lr": 0.0248, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.75625, "top5_acc": 0.95875, "loss_cls": 1.21867, "loss": 1.21867, "time": 0.22487} {"mode": "train", "epoch": 9, "iter": 1300, "lr": 0.0248, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.75125, "top5_acc": 0.95812, "loss_cls": 1.20256, "loss": 1.20256, "time": 0.22595} {"mode": "train", "epoch": 9, "iter": 1400, "lr": 0.0248, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.77125, "top5_acc": 0.96188, "loss_cls": 1.17682, "loss": 1.17682, "time": 0.22526} {"mode": "train", "epoch": 9, "iter": 1500, "lr": 0.0248, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.74625, "top5_acc": 0.95062, "loss_cls": 1.23364, "loss": 1.23364, "time": 0.22454} {"mode": "train", "epoch": 9, "iter": 1600, "lr": 0.0248, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78625, "top5_acc": 0.97062, "loss_cls": 1.1221, "loss": 1.1221, "time": 0.22547} {"mode": "train", "epoch": 9, "iter": 1700, "lr": 0.02479, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.77312, "top5_acc": 0.96438, "loss_cls": 1.12098, "loss": 1.12098, "time": 0.22588} {"mode": "train", "epoch": 9, "iter": 1800, "lr": 0.02479, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.76375, "top5_acc": 0.95438, "loss_cls": 1.21745, "loss": 1.21745, "time": 0.22511} {"mode": "train", "epoch": 9, "iter": 1900, "lr": 0.02479, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.75562, "top5_acc": 0.95938, "loss_cls": 1.16951, "loss": 1.16951, "time": 0.22536} {"mode": "train", "epoch": 9, "iter": 2000, "lr": 0.02479, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.79312, "top5_acc": 0.97125, "loss_cls": 1.07325, "loss": 1.07325, "time": 0.22605} {"mode": "train", "epoch": 9, "iter": 2100, "lr": 0.02479, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.78375, "top5_acc": 0.9675, "loss_cls": 1.08676, "loss": 1.08676, "time": 0.2254} {"mode": "train", "epoch": 9, "iter": 2200, "lr": 0.02478, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.76312, "top5_acc": 0.95875, "loss_cls": 1.19715, "loss": 1.19715, "time": 0.22617} {"mode": "train", "epoch": 9, "iter": 2300, "lr": 0.02478, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.7475, "top5_acc": 0.96188, "loss_cls": 1.20523, "loss": 1.20523, "time": 0.22529} {"mode": "train", "epoch": 9, "iter": 2400, "lr": 0.02478, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.74812, "top5_acc": 0.9575, "loss_cls": 1.23676, "loss": 1.23676, "time": 0.22565} {"mode": "train", "epoch": 9, "iter": 2500, "lr": 0.02478, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.75812, "top5_acc": 0.96438, "loss_cls": 1.15917, "loss": 1.15917, "time": 0.22574} {"mode": "val", "epoch": 9, "iter": 1031, "lr": 0.02478, "top1_acc": 0.63389, "top5_acc": 0.90884} {"mode": "train", "epoch": 10, "iter": 100, "lr": 0.02478, "memory": 6525, "data_time": 0.18268, "top1_acc": 0.76625, "top5_acc": 0.97062, "loss_cls": 1.14632, "loss": 1.14632, "time": 0.40735} {"mode": "train", "epoch": 10, "iter": 200, "lr": 0.02477, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.77375, "top5_acc": 0.95875, "loss_cls": 1.12065, "loss": 1.12065, "time": 0.22495} {"mode": "train", "epoch": 10, "iter": 300, "lr": 0.02477, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77562, "top5_acc": 0.96312, "loss_cls": 1.12406, "loss": 1.12406, "time": 0.225} {"mode": "train", "epoch": 10, "iter": 400, "lr": 0.02477, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.78312, "top5_acc": 0.96812, "loss_cls": 1.08722, "loss": 1.08722, "time": 0.22403} {"mode": "train", "epoch": 10, "iter": 500, "lr": 0.02477, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.77562, "top5_acc": 0.96688, "loss_cls": 1.11135, "loss": 1.11135, "time": 0.22533} {"mode": "train", "epoch": 10, "iter": 600, "lr": 0.02477, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.7775, "top5_acc": 0.96312, "loss_cls": 1.09758, "loss": 1.09758, "time": 0.22514} {"mode": "train", "epoch": 10, "iter": 700, "lr": 0.02476, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77375, "top5_acc": 0.965, "loss_cls": 1.08714, "loss": 1.08714, "time": 0.22649} {"mode": "train", "epoch": 10, "iter": 800, "lr": 0.02476, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.7675, "top5_acc": 0.96375, "loss_cls": 1.11925, "loss": 1.11925, "time": 0.22517} {"mode": "train", "epoch": 10, "iter": 900, "lr": 0.02476, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.7675, "top5_acc": 0.96375, "loss_cls": 1.12822, "loss": 1.12822, "time": 0.22458} {"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.02476, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.785, "top5_acc": 0.96812, "loss_cls": 1.12074, "loss": 1.12074, "time": 0.22541} {"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.02476, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.7625, "top5_acc": 0.965, "loss_cls": 1.14407, "loss": 1.14407, "time": 0.2263} {"mode": "train", "epoch": 10, "iter": 1200, "lr": 0.02475, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78375, "top5_acc": 0.96938, "loss_cls": 1.07588, "loss": 1.07588, "time": 0.22502} {"mode": "train", "epoch": 10, "iter": 1300, "lr": 0.02475, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.75438, "top5_acc": 0.95625, "loss_cls": 1.2226, "loss": 1.2226, "time": 0.22573} {"mode": "train", "epoch": 10, "iter": 1400, "lr": 0.02475, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78125, "top5_acc": 0.97125, "loss_cls": 1.0627, "loss": 1.0627, "time": 0.2258} {"mode": "train", "epoch": 10, "iter": 1500, "lr": 0.02475, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.75812, "top5_acc": 0.96, "loss_cls": 1.18373, "loss": 1.18373, "time": 0.22551} {"mode": "train", "epoch": 10, "iter": 1600, "lr": 0.02475, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78688, "top5_acc": 0.9675, "loss_cls": 1.10271, "loss": 1.10271, "time": 0.22497} {"mode": "train", "epoch": 10, "iter": 1700, "lr": 0.02474, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.755, "top5_acc": 0.97, "loss_cls": 1.11433, "loss": 1.11433, "time": 0.22628} {"mode": "train", "epoch": 10, "iter": 1800, "lr": 0.02474, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.76688, "top5_acc": 0.96438, "loss_cls": 1.13632, "loss": 1.13632, "time": 0.22512} {"mode": "train", "epoch": 10, "iter": 1900, "lr": 0.02474, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78188, "top5_acc": 0.9675, "loss_cls": 1.05485, "loss": 1.05485, "time": 0.22455} {"mode": "train", "epoch": 10, "iter": 2000, "lr": 0.02474, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.77062, "top5_acc": 0.96688, "loss_cls": 1.12142, "loss": 1.12142, "time": 0.2248} {"mode": "train", "epoch": 10, "iter": 2100, "lr": 0.02474, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.76312, "top5_acc": 0.96375, "loss_cls": 1.12711, "loss": 1.12711, "time": 0.22484} {"mode": "train", "epoch": 10, "iter": 2200, "lr": 0.02473, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77812, "top5_acc": 0.96, "loss_cls": 1.11808, "loss": 1.11808, "time": 0.22554} {"mode": "train", "epoch": 10, "iter": 2300, "lr": 0.02473, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.77, "top5_acc": 0.965, "loss_cls": 1.11997, "loss": 1.11997, "time": 0.22515} {"mode": "train", "epoch": 10, "iter": 2400, "lr": 0.02473, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.75938, "top5_acc": 0.96625, "loss_cls": 1.1603, "loss": 1.1603, "time": 0.22536} {"mode": "train", "epoch": 10, "iter": 2500, "lr": 0.02473, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.77188, "top5_acc": 0.97062, "loss_cls": 1.13777, "loss": 1.13777, "time": 0.22557} {"mode": "val", "epoch": 10, "iter": 1031, "lr": 0.02473, "top1_acc": 0.68794, "top5_acc": 0.94274} {"mode": "train", "epoch": 11, "iter": 100, "lr": 0.02472, "memory": 6525, "data_time": 0.18812, "top1_acc": 0.77188, "top5_acc": 0.96625, "loss_cls": 1.1284, "loss": 1.1284, "time": 0.4132} {"mode": "train", "epoch": 11, "iter": 200, "lr": 0.02472, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.75688, "top5_acc": 0.96125, "loss_cls": 1.15541, "loss": 1.15541, "time": 0.22454} {"mode": "train", "epoch": 11, "iter": 300, "lr": 0.02472, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.77375, "top5_acc": 0.96812, "loss_cls": 1.0475, "loss": 1.0475, "time": 0.22557} {"mode": "train", "epoch": 11, "iter": 400, "lr": 0.02472, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.76062, "top5_acc": 0.96438, "loss_cls": 1.14804, "loss": 1.14804, "time": 0.22694} {"mode": "train", "epoch": 11, "iter": 500, "lr": 0.02472, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.76188, "top5_acc": 0.96938, "loss_cls": 1.08934, "loss": 1.08934, "time": 0.22519} {"mode": "train", "epoch": 11, "iter": 600, "lr": 0.02471, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.79312, "top5_acc": 0.97125, "loss_cls": 1.01878, "loss": 1.01878, "time": 0.22496} {"mode": "train", "epoch": 11, "iter": 700, "lr": 0.02471, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.76375, "top5_acc": 0.96875, "loss_cls": 1.08981, "loss": 1.08981, "time": 0.22572} {"mode": "train", "epoch": 11, "iter": 800, "lr": 0.02471, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.795, "top5_acc": 0.97062, "loss_cls": 1.05435, "loss": 1.05435, "time": 0.22422} {"mode": "train", "epoch": 11, "iter": 900, "lr": 0.02471, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.80562, "top5_acc": 0.9675, "loss_cls": 1.03813, "loss": 1.03813, "time": 0.22472} {"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.0247, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.77375, "top5_acc": 0.9725, "loss_cls": 1.07815, "loss": 1.07815, "time": 0.2245} {"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.0247, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.77875, "top5_acc": 0.955, "loss_cls": 1.11619, "loss": 1.11619, "time": 0.22568} {"mode": "train", "epoch": 11, "iter": 1200, "lr": 0.0247, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.78062, "top5_acc": 0.96812, "loss_cls": 1.08736, "loss": 1.08736, "time": 0.22458} {"mode": "train", "epoch": 11, "iter": 1300, "lr": 0.0247, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.78188, "top5_acc": 0.965, "loss_cls": 1.09633, "loss": 1.09633, "time": 0.22692} {"mode": "train", "epoch": 11, "iter": 1400, "lr": 0.0247, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.78438, "top5_acc": 0.97188, "loss_cls": 1.06609, "loss": 1.06609, "time": 0.22643} {"mode": "train", "epoch": 11, "iter": 1500, "lr": 0.02469, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.78, "top5_acc": 0.96312, "loss_cls": 1.11713, "loss": 1.11713, "time": 0.22519} {"mode": "train", "epoch": 11, "iter": 1600, "lr": 0.02469, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.7725, "top5_acc": 0.95875, "loss_cls": 1.10589, "loss": 1.10589, "time": 0.22666} {"mode": "train", "epoch": 11, "iter": 1700, "lr": 0.02469, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.76938, "top5_acc": 0.96375, "loss_cls": 1.14513, "loss": 1.14513, "time": 0.22663} {"mode": "train", "epoch": 11, "iter": 1800, "lr": 0.02469, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.785, "top5_acc": 0.95812, "loss_cls": 1.11237, "loss": 1.11237, "time": 0.22586} {"mode": "train", "epoch": 11, "iter": 1900, "lr": 0.02468, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.77, "top5_acc": 0.96438, "loss_cls": 1.09641, "loss": 1.09641, "time": 0.22526} {"mode": "train", "epoch": 11, "iter": 2000, "lr": 0.02468, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.77438, "top5_acc": 0.96875, "loss_cls": 1.08137, "loss": 1.08137, "time": 0.2253} {"mode": "train", "epoch": 11, "iter": 2100, "lr": 0.02468, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.77125, "top5_acc": 0.97125, "loss_cls": 1.10261, "loss": 1.10261, "time": 0.22586} {"mode": "train", "epoch": 11, "iter": 2200, "lr": 0.02468, "memory": 6525, "data_time": 0.00045, "top1_acc": 0.75625, "top5_acc": 0.96375, "loss_cls": 1.13107, "loss": 1.13107, "time": 0.2254} {"mode": "train", "epoch": 11, "iter": 2300, "lr": 0.02467, "memory": 6525, "data_time": 0.00049, "top1_acc": 0.76625, "top5_acc": 0.975, "loss_cls": 1.05039, "loss": 1.05039, "time": 0.2257} {"mode": "train", "epoch": 11, "iter": 2400, "lr": 0.02467, "memory": 6525, "data_time": 0.00037, "top1_acc": 0.775, "top5_acc": 0.96312, "loss_cls": 1.13307, "loss": 1.13307, "time": 0.22601} {"mode": "train", "epoch": 11, "iter": 2500, "lr": 0.02467, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.76062, "top5_acc": 0.95562, "loss_cls": 1.16203, "loss": 1.16203, "time": 0.22479} {"mode": "val", "epoch": 11, "iter": 1031, "lr": 0.02467, "top1_acc": 0.72384, "top5_acc": 0.94687} {"mode": "train", "epoch": 12, "iter": 100, "lr": 0.02467, "memory": 6525, "data_time": 0.18369, "top1_acc": 0.77438, "top5_acc": 0.96938, "loss_cls": 1.06938, "loss": 1.06938, "time": 0.40945} {"mode": "train", "epoch": 12, "iter": 200, "lr": 0.02466, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78188, "top5_acc": 0.96625, "loss_cls": 1.06502, "loss": 1.06502, "time": 0.22442} {"mode": "train", "epoch": 12, "iter": 300, "lr": 0.02466, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.75438, "top5_acc": 0.95062, "loss_cls": 1.23215, "loss": 1.23215, "time": 0.22433} {"mode": "train", "epoch": 12, "iter": 400, "lr": 0.02466, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.75625, "top5_acc": 0.95688, "loss_cls": 1.19689, "loss": 1.19689, "time": 0.22476} {"mode": "train", "epoch": 12, "iter": 500, "lr": 0.02466, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.755, "top5_acc": 0.96188, "loss_cls": 1.17805, "loss": 1.17805, "time": 0.2252} {"mode": "train", "epoch": 12, "iter": 600, "lr": 0.02466, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.74125, "top5_acc": 0.96, "loss_cls": 1.25665, "loss": 1.25665, "time": 0.22499} {"mode": "train", "epoch": 12, "iter": 700, "lr": 0.02465, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.77125, "top5_acc": 0.9575, "loss_cls": 1.14207, "loss": 1.14207, "time": 0.22431} {"mode": "train", "epoch": 12, "iter": 800, "lr": 0.02465, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.7825, "top5_acc": 0.965, "loss_cls": 1.07412, "loss": 1.07412, "time": 0.22535} {"mode": "train", "epoch": 12, "iter": 900, "lr": 0.02465, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.7775, "top5_acc": 0.96125, "loss_cls": 1.10148, "loss": 1.10148, "time": 0.22541} {"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.02465, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.78688, "top5_acc": 0.96875, "loss_cls": 1.05333, "loss": 1.05333, "time": 0.22548} {"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.02464, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.7875, "top5_acc": 0.96688, "loss_cls": 1.07157, "loss": 1.07157, "time": 0.22696} {"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.02464, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.7525, "top5_acc": 0.96375, "loss_cls": 1.13971, "loss": 1.13971, "time": 0.22489} {"mode": "train", "epoch": 12, "iter": 1300, "lr": 0.02464, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79062, "top5_acc": 0.96438, "loss_cls": 1.08743, "loss": 1.08743, "time": 0.22442} {"mode": "train", "epoch": 12, "iter": 1400, "lr": 0.02464, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.78375, "top5_acc": 0.97438, "loss_cls": 1.0073, "loss": 1.0073, "time": 0.22558} {"mode": "train", "epoch": 12, "iter": 1500, "lr": 0.02463, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.77125, "top5_acc": 0.96062, "loss_cls": 1.11129, "loss": 1.11129, "time": 0.22594} {"mode": "train", "epoch": 12, "iter": 1600, "lr": 0.02463, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.7775, "top5_acc": 0.96875, "loss_cls": 1.10746, "loss": 1.10746, "time": 0.22493} {"mode": "train", "epoch": 12, "iter": 1700, "lr": 0.02463, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.7775, "top5_acc": 0.96312, "loss_cls": 1.0737, "loss": 1.0737, "time": 0.22549} {"mode": "train", "epoch": 12, "iter": 1800, "lr": 0.02463, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77938, "top5_acc": 0.965, "loss_cls": 1.07019, "loss": 1.07019, "time": 0.22499} {"mode": "train", "epoch": 12, "iter": 1900, "lr": 0.02462, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.77125, "top5_acc": 0.96125, "loss_cls": 1.10409, "loss": 1.10409, "time": 0.22526} {"mode": "train", "epoch": 12, "iter": 2000, "lr": 0.02462, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.795, "top5_acc": 0.96875, "loss_cls": 1.03507, "loss": 1.03507, "time": 0.22541} {"mode": "train", "epoch": 12, "iter": 2100, "lr": 0.02462, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77125, "top5_acc": 0.96312, "loss_cls": 1.08626, "loss": 1.08626, "time": 0.2245} {"mode": "train", "epoch": 12, "iter": 2200, "lr": 0.02462, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.785, "top5_acc": 0.97, "loss_cls": 1.02029, "loss": 1.02029, "time": 0.2248} {"mode": "train", "epoch": 12, "iter": 2300, "lr": 0.02461, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.77625, "top5_acc": 0.96062, "loss_cls": 1.12761, "loss": 1.12761, "time": 0.22591} {"mode": "train", "epoch": 12, "iter": 2400, "lr": 0.02461, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77438, "top5_acc": 0.96375, "loss_cls": 1.08034, "loss": 1.08034, "time": 0.22475} {"mode": "train", "epoch": 12, "iter": 2500, "lr": 0.02461, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.78125, "top5_acc": 0.965, "loss_cls": 1.09322, "loss": 1.09322, "time": 0.22611} {"mode": "val", "epoch": 12, "iter": 1031, "lr": 0.02461, "top1_acc": 0.68678, "top5_acc": 0.9277} {"mode": "train", "epoch": 13, "iter": 100, "lr": 0.0246, "memory": 6525, "data_time": 0.1899, "top1_acc": 0.77875, "top5_acc": 0.97312, "loss_cls": 1.02851, "loss": 1.02851, "time": 0.41473} {"mode": "train", "epoch": 13, "iter": 200, "lr": 0.0246, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77688, "top5_acc": 0.97188, "loss_cls": 1.06207, "loss": 1.06207, "time": 0.2242} {"mode": "train", "epoch": 13, "iter": 300, "lr": 0.0246, "memory": 6525, "data_time": 0.00041, "top1_acc": 0.78938, "top5_acc": 0.97312, "loss_cls": 1.02522, "loss": 1.02522, "time": 0.22447} {"mode": "train", "epoch": 13, "iter": 400, "lr": 0.0246, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.78312, "top5_acc": 0.96125, "loss_cls": 1.12357, "loss": 1.12357, "time": 0.2243} {"mode": "train", "epoch": 13, "iter": 500, "lr": 0.02459, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.79188, "top5_acc": 0.97, "loss_cls": 1.02653, "loss": 1.02653, "time": 0.22515} {"mode": "train", "epoch": 13, "iter": 600, "lr": 0.02459, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.78375, "top5_acc": 0.96938, "loss_cls": 1.09027, "loss": 1.09027, "time": 0.22527} {"mode": "train", "epoch": 13, "iter": 700, "lr": 0.02459, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79375, "top5_acc": 0.9725, "loss_cls": 1.02694, "loss": 1.02694, "time": 0.22493} {"mode": "train", "epoch": 13, "iter": 800, "lr": 0.02459, "memory": 6525, "data_time": 0.00039, "top1_acc": 0.7775, "top5_acc": 0.97125, "loss_cls": 1.06286, "loss": 1.06286, "time": 0.22633} {"mode": "train", "epoch": 13, "iter": 900, "lr": 0.02458, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79938, "top5_acc": 0.97, "loss_cls": 1.01034, "loss": 1.01034, "time": 0.226} {"mode": "train", "epoch": 13, "iter": 1000, "lr": 0.02458, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77938, "top5_acc": 0.96625, "loss_cls": 1.08681, "loss": 1.08681, "time": 0.22485} {"mode": "train", "epoch": 13, "iter": 1100, "lr": 0.02458, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79562, "top5_acc": 0.97188, "loss_cls": 0.991, "loss": 0.991, "time": 0.22504} {"mode": "train", "epoch": 13, "iter": 1200, "lr": 0.02458, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77688, "top5_acc": 0.95875, "loss_cls": 1.07204, "loss": 1.07204, "time": 0.22486} {"mode": "train", "epoch": 13, "iter": 1300, "lr": 0.02457, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.79125, "top5_acc": 0.96812, "loss_cls": 1.0431, "loss": 1.0431, "time": 0.2245} {"mode": "train", "epoch": 13, "iter": 1400, "lr": 0.02457, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.78438, "top5_acc": 0.97375, "loss_cls": 1.01577, "loss": 1.01577, "time": 0.2258} {"mode": "train", "epoch": 13, "iter": 1500, "lr": 0.02457, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.7675, "top5_acc": 0.9675, "loss_cls": 1.08882, "loss": 1.08882, "time": 0.22568} {"mode": "train", "epoch": 13, "iter": 1600, "lr": 0.02456, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.7775, "top5_acc": 0.96125, "loss_cls": 1.07364, "loss": 1.07364, "time": 0.22576} {"mode": "train", "epoch": 13, "iter": 1700, "lr": 0.02456, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.7925, "top5_acc": 0.96562, "loss_cls": 1.03412, "loss": 1.03412, "time": 0.22591} {"mode": "train", "epoch": 13, "iter": 1800, "lr": 0.02456, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.78125, "top5_acc": 0.97, "loss_cls": 1.03965, "loss": 1.03965, "time": 0.22415} {"mode": "train", "epoch": 13, "iter": 1900, "lr": 0.02456, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.76938, "top5_acc": 0.9625, "loss_cls": 1.11083, "loss": 1.11083, "time": 0.22489} {"mode": "train", "epoch": 13, "iter": 2000, "lr": 0.02455, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78062, "top5_acc": 0.96688, "loss_cls": 1.05281, "loss": 1.05281, "time": 0.22443} {"mode": "train", "epoch": 13, "iter": 2100, "lr": 0.02455, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.79562, "top5_acc": 0.96688, "loss_cls": 1.03847, "loss": 1.03847, "time": 0.22608} {"mode": "train", "epoch": 13, "iter": 2200, "lr": 0.02455, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.7925, "top5_acc": 0.96062, "loss_cls": 1.03533, "loss": 1.03533, "time": 0.22697} {"mode": "train", "epoch": 13, "iter": 2300, "lr": 0.02455, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.76875, "top5_acc": 0.96812, "loss_cls": 1.07418, "loss": 1.07418, "time": 0.22543} {"mode": "train", "epoch": 13, "iter": 2400, "lr": 0.02454, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.79, "top5_acc": 0.97062, "loss_cls": 1.02593, "loss": 1.02593, "time": 0.22505} {"mode": "train", "epoch": 13, "iter": 2500, "lr": 0.02454, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.78125, "top5_acc": 0.9625, "loss_cls": 1.06144, "loss": 1.06144, "time": 0.22497} {"mode": "val", "epoch": 13, "iter": 1031, "lr": 0.02454, "top1_acc": 0.73876, "top5_acc": 0.95117} {"mode": "train", "epoch": 14, "iter": 100, "lr": 0.02454, "memory": 6525, "data_time": 0.18779, "top1_acc": 0.78812, "top5_acc": 0.96562, "loss_cls": 1.02829, "loss": 1.02829, "time": 0.41335} {"mode": "train", "epoch": 14, "iter": 200, "lr": 0.02453, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8075, "top5_acc": 0.9725, "loss_cls": 0.98562, "loss": 0.98562, "time": 0.22517} {"mode": "train", "epoch": 14, "iter": 300, "lr": 0.02453, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.78375, "top5_acc": 0.96938, "loss_cls": 1.01639, "loss": 1.01639, "time": 0.2258} {"mode": "train", "epoch": 14, "iter": 400, "lr": 0.02453, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.795, "top5_acc": 0.97125, "loss_cls": 0.96644, "loss": 0.96644, "time": 0.22527} {"mode": "train", "epoch": 14, "iter": 500, "lr": 0.02453, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79812, "top5_acc": 0.97062, "loss_cls": 1.01696, "loss": 1.01696, "time": 0.22478} {"mode": "train", "epoch": 14, "iter": 600, "lr": 0.02452, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79062, "top5_acc": 0.97312, "loss_cls": 1.02052, "loss": 1.02052, "time": 0.22526} {"mode": "train", "epoch": 14, "iter": 700, "lr": 0.02452, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.77312, "top5_acc": 0.96938, "loss_cls": 1.05491, "loss": 1.05491, "time": 0.2241} {"mode": "train", "epoch": 14, "iter": 800, "lr": 0.02452, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79312, "top5_acc": 0.96688, "loss_cls": 0.98488, "loss": 0.98488, "time": 0.22427} {"mode": "train", "epoch": 14, "iter": 900, "lr": 0.02451, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79, "top5_acc": 0.97062, "loss_cls": 1.02701, "loss": 1.02701, "time": 0.22455} {"mode": "train", "epoch": 14, "iter": 1000, "lr": 0.02451, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.76812, "top5_acc": 0.9625, "loss_cls": 1.12399, "loss": 1.12399, "time": 0.22397} {"mode": "train", "epoch": 14, "iter": 1100, "lr": 0.02451, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.79938, "top5_acc": 0.96875, "loss_cls": 0.98031, "loss": 0.98031, "time": 0.22498} {"mode": "train", "epoch": 14, "iter": 1200, "lr": 0.02451, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.77125, "top5_acc": 0.97, "loss_cls": 1.09155, "loss": 1.09155, "time": 0.22551} {"mode": "train", "epoch": 14, "iter": 1300, "lr": 0.0245, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.79312, "top5_acc": 0.97625, "loss_cls": 0.97976, "loss": 0.97976, "time": 0.22538} {"mode": "train", "epoch": 14, "iter": 1400, "lr": 0.0245, "memory": 6525, "data_time": 0.00037, "top1_acc": 0.7875, "top5_acc": 0.96438, "loss_cls": 1.02909, "loss": 1.02909, "time": 0.22508} {"mode": "train", "epoch": 14, "iter": 1500, "lr": 0.0245, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.78625, "top5_acc": 0.965, "loss_cls": 1.0895, "loss": 1.0895, "time": 0.22406} {"mode": "train", "epoch": 14, "iter": 1600, "lr": 0.02449, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78125, "top5_acc": 0.95938, "loss_cls": 1.1088, "loss": 1.1088, "time": 0.22488} {"mode": "train", "epoch": 14, "iter": 1700, "lr": 0.02449, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79625, "top5_acc": 0.97438, "loss_cls": 1.01018, "loss": 1.01018, "time": 0.22459} {"mode": "train", "epoch": 14, "iter": 1800, "lr": 0.02449, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78875, "top5_acc": 0.96688, "loss_cls": 1.05519, "loss": 1.05519, "time": 0.22576} {"mode": "train", "epoch": 14, "iter": 1900, "lr": 0.02448, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.79125, "top5_acc": 0.975, "loss_cls": 1.00319, "loss": 1.00319, "time": 0.22493} {"mode": "train", "epoch": 14, "iter": 2000, "lr": 0.02448, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79812, "top5_acc": 0.97125, "loss_cls": 1.00066, "loss": 1.00066, "time": 0.22491} {"mode": "train", "epoch": 14, "iter": 2100, "lr": 0.02448, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.76125, "top5_acc": 0.965, "loss_cls": 1.13406, "loss": 1.13406, "time": 0.22418} {"mode": "train", "epoch": 14, "iter": 2200, "lr": 0.02448, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79312, "top5_acc": 0.96625, "loss_cls": 1.01394, "loss": 1.01394, "time": 0.22564} {"mode": "train", "epoch": 14, "iter": 2300, "lr": 0.02447, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.785, "top5_acc": 0.97688, "loss_cls": 1.03841, "loss": 1.03841, "time": 0.22544} {"mode": "train", "epoch": 14, "iter": 2400, "lr": 0.02447, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81, "top5_acc": 0.97062, "loss_cls": 0.94313, "loss": 0.94313, "time": 0.22539} {"mode": "train", "epoch": 14, "iter": 2500, "lr": 0.02447, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.79375, "top5_acc": 0.97125, "loss_cls": 1.03609, "loss": 1.03609, "time": 0.22474} {"mode": "val", "epoch": 14, "iter": 1031, "lr": 0.02447, "top1_acc": 0.73155, "top5_acc": 0.95166} {"mode": "train", "epoch": 15, "iter": 100, "lr": 0.02446, "memory": 6525, "data_time": 0.18608, "top1_acc": 0.80688, "top5_acc": 0.97125, "loss_cls": 0.94544, "loss": 0.94544, "time": 0.41047} {"mode": "train", "epoch": 15, "iter": 200, "lr": 0.02446, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.78188, "top5_acc": 0.96938, "loss_cls": 0.99587, "loss": 0.99587, "time": 0.22468} {"mode": "train", "epoch": 15, "iter": 300, "lr": 0.02446, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.77062, "top5_acc": 0.96562, "loss_cls": 1.03317, "loss": 1.03317, "time": 0.2252} {"mode": "train", "epoch": 15, "iter": 400, "lr": 0.02445, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.80312, "top5_acc": 0.96812, "loss_cls": 0.99724, "loss": 0.99724, "time": 0.22483} {"mode": "train", "epoch": 15, "iter": 500, "lr": 0.02445, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.77875, "top5_acc": 0.96438, "loss_cls": 1.06675, "loss": 1.06675, "time": 0.22481} {"mode": "train", "epoch": 15, "iter": 600, "lr": 0.02445, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79062, "top5_acc": 0.97312, "loss_cls": 0.99157, "loss": 0.99157, "time": 0.22595} {"mode": "train", "epoch": 15, "iter": 700, "lr": 0.02445, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80375, "top5_acc": 0.97062, "loss_cls": 0.97048, "loss": 0.97048, "time": 0.22659} {"mode": "train", "epoch": 15, "iter": 800, "lr": 0.02444, "memory": 6525, "data_time": 0.00037, "top1_acc": 0.76562, "top5_acc": 0.96312, "loss_cls": 1.11013, "loss": 1.11013, "time": 0.22616} {"mode": "train", "epoch": 15, "iter": 900, "lr": 0.02444, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.79375, "top5_acc": 0.97375, "loss_cls": 1.00732, "loss": 1.00732, "time": 0.22591} {"mode": "train", "epoch": 15, "iter": 1000, "lr": 0.02444, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.78, "top5_acc": 0.96688, "loss_cls": 1.07292, "loss": 1.07292, "time": 0.22488} {"mode": "train", "epoch": 15, "iter": 1100, "lr": 0.02443, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.77812, "top5_acc": 0.97812, "loss_cls": 1.03611, "loss": 1.03611, "time": 0.22565} {"mode": "train", "epoch": 15, "iter": 1200, "lr": 0.02443, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78312, "top5_acc": 0.96875, "loss_cls": 1.04645, "loss": 1.04645, "time": 0.22479} {"mode": "train", "epoch": 15, "iter": 1300, "lr": 0.02443, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.79938, "top5_acc": 0.96375, "loss_cls": 1.03101, "loss": 1.03101, "time": 0.2253} {"mode": "train", "epoch": 15, "iter": 1400, "lr": 0.02442, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.79625, "top5_acc": 0.96688, "loss_cls": 1.01619, "loss": 1.01619, "time": 0.22596} {"mode": "train", "epoch": 15, "iter": 1500, "lr": 0.02442, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77938, "top5_acc": 0.96125, "loss_cls": 1.05983, "loss": 1.05983, "time": 0.22489} {"mode": "train", "epoch": 15, "iter": 1600, "lr": 0.02442, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.78125, "top5_acc": 0.97812, "loss_cls": 0.99778, "loss": 0.99778, "time": 0.22479} {"mode": "train", "epoch": 15, "iter": 1700, "lr": 0.02441, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.79375, "top5_acc": 0.96875, "loss_cls": 0.96957, "loss": 0.96957, "time": 0.22639} {"mode": "train", "epoch": 15, "iter": 1800, "lr": 0.02441, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80438, "top5_acc": 0.9675, "loss_cls": 0.96076, "loss": 0.96076, "time": 0.22526} {"mode": "train", "epoch": 15, "iter": 1900, "lr": 0.02441, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.78688, "top5_acc": 0.9725, "loss_cls": 1.01302, "loss": 1.01302, "time": 0.22537} {"mode": "train", "epoch": 15, "iter": 2000, "lr": 0.0244, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.79875, "top5_acc": 0.9675, "loss_cls": 0.99232, "loss": 0.99232, "time": 0.22471} {"mode": "train", "epoch": 15, "iter": 2100, "lr": 0.0244, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80688, "top5_acc": 0.97625, "loss_cls": 0.96584, "loss": 0.96584, "time": 0.22493} {"mode": "train", "epoch": 15, "iter": 2200, "lr": 0.0244, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79375, "top5_acc": 0.97438, "loss_cls": 0.98025, "loss": 0.98025, "time": 0.2259} {"mode": "train", "epoch": 15, "iter": 2300, "lr": 0.02439, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.77, "top5_acc": 0.96312, "loss_cls": 1.0892, "loss": 1.0892, "time": 0.2257} {"mode": "train", "epoch": 15, "iter": 2400, "lr": 0.02439, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.77375, "top5_acc": 0.9675, "loss_cls": 1.07228, "loss": 1.07228, "time": 0.22574} {"mode": "train", "epoch": 15, "iter": 2500, "lr": 0.02439, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.7925, "top5_acc": 0.97625, "loss_cls": 0.99093, "loss": 0.99093, "time": 0.22589} {"mode": "val", "epoch": 15, "iter": 1031, "lr": 0.02439, "top1_acc": 0.73895, "top5_acc": 0.9522} {"mode": "train", "epoch": 16, "iter": 100, "lr": 0.02439, "memory": 6525, "data_time": 0.1848, "top1_acc": 0.8, "top5_acc": 0.97125, "loss_cls": 1.0121, "loss": 1.0121, "time": 0.41155} {"mode": "train", "epoch": 16, "iter": 200, "lr": 0.02438, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78938, "top5_acc": 0.96938, "loss_cls": 0.99659, "loss": 0.99659, "time": 0.22547} {"mode": "train", "epoch": 16, "iter": 300, "lr": 0.02438, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.80438, "top5_acc": 0.96875, "loss_cls": 0.98327, "loss": 0.98327, "time": 0.22536} {"mode": "train", "epoch": 16, "iter": 400, "lr": 0.02438, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.795, "top5_acc": 0.97875, "loss_cls": 0.98075, "loss": 0.98075, "time": 0.22459} {"mode": "train", "epoch": 16, "iter": 500, "lr": 0.02437, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79062, "top5_acc": 0.97375, "loss_cls": 0.98452, "loss": 0.98452, "time": 0.22553} {"mode": "train", "epoch": 16, "iter": 600, "lr": 0.02437, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.8, "top5_acc": 0.97, "loss_cls": 0.98789, "loss": 0.98789, "time": 0.22472} {"mode": "train", "epoch": 16, "iter": 700, "lr": 0.02437, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79312, "top5_acc": 0.96938, "loss_cls": 0.97665, "loss": 0.97665, "time": 0.22637} {"mode": "train", "epoch": 16, "iter": 800, "lr": 0.02436, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.775, "top5_acc": 0.96312, "loss_cls": 1.08011, "loss": 1.08011, "time": 0.22521} {"mode": "train", "epoch": 16, "iter": 900, "lr": 0.02436, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.805, "top5_acc": 0.9725, "loss_cls": 1.00128, "loss": 1.00128, "time": 0.22525} {"mode": "train", "epoch": 16, "iter": 1000, "lr": 0.02436, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.77625, "top5_acc": 0.97062, "loss_cls": 1.05087, "loss": 1.05087, "time": 0.22526} {"mode": "train", "epoch": 16, "iter": 1100, "lr": 0.02435, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.805, "top5_acc": 0.97625, "loss_cls": 0.94969, "loss": 0.94969, "time": 0.22494} {"mode": "train", "epoch": 16, "iter": 1200, "lr": 0.02435, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80312, "top5_acc": 0.97438, "loss_cls": 0.93292, "loss": 0.93292, "time": 0.22531} {"mode": "train", "epoch": 16, "iter": 1300, "lr": 0.02435, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79125, "top5_acc": 0.97562, "loss_cls": 0.99205, "loss": 0.99205, "time": 0.22457} {"mode": "train", "epoch": 16, "iter": 1400, "lr": 0.02434, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81438, "top5_acc": 0.97562, "loss_cls": 0.93368, "loss": 0.93368, "time": 0.22643} {"mode": "train", "epoch": 16, "iter": 1500, "lr": 0.02434, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.78875, "top5_acc": 0.95875, "loss_cls": 1.02851, "loss": 1.02851, "time": 0.226} {"mode": "train", "epoch": 16, "iter": 1600, "lr": 0.02434, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.7925, "top5_acc": 0.98125, "loss_cls": 0.96011, "loss": 0.96011, "time": 0.22444} {"mode": "train", "epoch": 16, "iter": 1700, "lr": 0.02433, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.79, "top5_acc": 0.97062, "loss_cls": 1.00333, "loss": 1.00333, "time": 0.22577} {"mode": "train", "epoch": 16, "iter": 1800, "lr": 0.02433, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8025, "top5_acc": 0.97562, "loss_cls": 0.96802, "loss": 0.96802, "time": 0.22619} {"mode": "train", "epoch": 16, "iter": 1900, "lr": 0.02433, "memory": 6525, "data_time": 0.00043, "top1_acc": 0.77938, "top5_acc": 0.97062, "loss_cls": 1.05279, "loss": 1.05279, "time": 0.22556} {"mode": "train", "epoch": 16, "iter": 2000, "lr": 0.02432, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.78938, "top5_acc": 0.97125, "loss_cls": 1.00875, "loss": 1.00875, "time": 0.22413} {"mode": "train", "epoch": 16, "iter": 2100, "lr": 0.02432, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.80812, "top5_acc": 0.97062, "loss_cls": 0.96445, "loss": 0.96445, "time": 0.22489} {"mode": "train", "epoch": 16, "iter": 2200, "lr": 0.02432, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.78125, "top5_acc": 0.97312, "loss_cls": 0.99449, "loss": 0.99449, "time": 0.22508} {"mode": "train", "epoch": 16, "iter": 2300, "lr": 0.02431, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78938, "top5_acc": 0.965, "loss_cls": 1.00632, "loss": 1.00632, "time": 0.22422} {"mode": "train", "epoch": 16, "iter": 2400, "lr": 0.02431, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79188, "top5_acc": 0.96688, "loss_cls": 1.01132, "loss": 1.01132, "time": 0.22473} {"mode": "train", "epoch": 16, "iter": 2500, "lr": 0.0243, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79562, "top5_acc": 0.965, "loss_cls": 1.02155, "loss": 1.02155, "time": 0.22588} {"mode": "val", "epoch": 16, "iter": 1031, "lr": 0.0243, "top1_acc": 0.76078, "top5_acc": 0.95754} {"mode": "train", "epoch": 17, "iter": 100, "lr": 0.0243, "memory": 6525, "data_time": 0.18249, "top1_acc": 0.80438, "top5_acc": 0.97688, "loss_cls": 0.95473, "loss": 0.95473, "time": 0.40766} {"mode": "train", "epoch": 17, "iter": 200, "lr": 0.0243, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81375, "top5_acc": 0.98, "loss_cls": 0.8792, "loss": 0.8792, "time": 0.22415} {"mode": "train", "epoch": 17, "iter": 300, "lr": 0.02429, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80312, "top5_acc": 0.96938, "loss_cls": 0.97283, "loss": 0.97283, "time": 0.22425} {"mode": "train", "epoch": 17, "iter": 400, "lr": 0.02429, "memory": 6525, "data_time": 0.00039, "top1_acc": 0.805, "top5_acc": 0.97438, "loss_cls": 0.961, "loss": 0.961, "time": 0.22601} {"mode": "train", "epoch": 17, "iter": 500, "lr": 0.02429, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.80812, "top5_acc": 0.97438, "loss_cls": 0.93957, "loss": 0.93957, "time": 0.22468} {"mode": "train", "epoch": 17, "iter": 600, "lr": 0.02428, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82312, "top5_acc": 0.97938, "loss_cls": 0.90097, "loss": 0.90097, "time": 0.22523} {"mode": "train", "epoch": 17, "iter": 700, "lr": 0.02428, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.77, "top5_acc": 0.96125, "loss_cls": 1.0835, "loss": 1.0835, "time": 0.22632} {"mode": "train", "epoch": 17, "iter": 800, "lr": 0.02428, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.77875, "top5_acc": 0.96375, "loss_cls": 1.05454, "loss": 1.05454, "time": 0.22678} {"mode": "train", "epoch": 17, "iter": 900, "lr": 0.02427, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.78125, "top5_acc": 0.96562, "loss_cls": 1.052, "loss": 1.052, "time": 0.22499} {"mode": "train", "epoch": 17, "iter": 1000, "lr": 0.02427, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8, "top5_acc": 0.9725, "loss_cls": 0.98067, "loss": 0.98067, "time": 0.22477} {"mode": "train", "epoch": 17, "iter": 1100, "lr": 0.02427, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8075, "top5_acc": 0.97188, "loss_cls": 0.93506, "loss": 0.93506, "time": 0.22565} {"mode": "train", "epoch": 17, "iter": 1200, "lr": 0.02426, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.79938, "top5_acc": 0.96625, "loss_cls": 0.98827, "loss": 0.98827, "time": 0.22597} {"mode": "train", "epoch": 17, "iter": 1300, "lr": 0.02426, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81062, "top5_acc": 0.97688, "loss_cls": 0.92843, "loss": 0.92843, "time": 0.22576} {"mode": "train", "epoch": 17, "iter": 1400, "lr": 0.02426, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.81125, "top5_acc": 0.97062, "loss_cls": 0.94854, "loss": 0.94854, "time": 0.22559} {"mode": "train", "epoch": 17, "iter": 1500, "lr": 0.02425, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.77438, "top5_acc": 0.97125, "loss_cls": 1.03638, "loss": 1.03638, "time": 0.22558} {"mode": "train", "epoch": 17, "iter": 1600, "lr": 0.02425, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.7925, "top5_acc": 0.96875, "loss_cls": 0.99288, "loss": 0.99288, "time": 0.22567} {"mode": "train", "epoch": 17, "iter": 1700, "lr": 0.02425, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79875, "top5_acc": 0.96938, "loss_cls": 0.99256, "loss": 0.99256, "time": 0.22597} {"mode": "train", "epoch": 17, "iter": 1800, "lr": 0.02424, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.79562, "top5_acc": 0.97188, "loss_cls": 0.95922, "loss": 0.95922, "time": 0.22593} {"mode": "train", "epoch": 17, "iter": 1900, "lr": 0.02424, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.79562, "top5_acc": 0.96625, "loss_cls": 1.00132, "loss": 1.00132, "time": 0.22449} {"mode": "train", "epoch": 17, "iter": 2000, "lr": 0.02423, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.79, "top5_acc": 0.97062, "loss_cls": 1.00916, "loss": 1.00916, "time": 0.22438} {"mode": "train", "epoch": 17, "iter": 2100, "lr": 0.02423, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79, "top5_acc": 0.96812, "loss_cls": 1.02977, "loss": 1.02977, "time": 0.22537} {"mode": "train", "epoch": 17, "iter": 2200, "lr": 0.02423, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81125, "top5_acc": 0.96625, "loss_cls": 0.97347, "loss": 0.97347, "time": 0.22575} {"mode": "train", "epoch": 17, "iter": 2300, "lr": 0.02422, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80812, "top5_acc": 0.97188, "loss_cls": 0.94483, "loss": 0.94483, "time": 0.22565} {"mode": "train", "epoch": 17, "iter": 2400, "lr": 0.02422, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79062, "top5_acc": 0.96812, "loss_cls": 0.99832, "loss": 0.99832, "time": 0.22496} {"mode": "train", "epoch": 17, "iter": 2500, "lr": 0.02422, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81562, "top5_acc": 0.97, "loss_cls": 0.92305, "loss": 0.92305, "time": 0.22549} {"mode": "val", "epoch": 17, "iter": 1031, "lr": 0.02422, "top1_acc": 0.69885, "top5_acc": 0.94377} {"mode": "train", "epoch": 18, "iter": 100, "lr": 0.02421, "memory": 6525, "data_time": 0.18936, "top1_acc": 0.81438, "top5_acc": 0.97, "loss_cls": 0.93877, "loss": 0.93877, "time": 0.41609} {"mode": "train", "epoch": 18, "iter": 200, "lr": 0.02421, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80562, "top5_acc": 0.97125, "loss_cls": 0.92478, "loss": 0.92478, "time": 0.22418} {"mode": "train", "epoch": 18, "iter": 300, "lr": 0.02421, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79125, "top5_acc": 0.97188, "loss_cls": 0.97042, "loss": 0.97042, "time": 0.22423} {"mode": "train", "epoch": 18, "iter": 400, "lr": 0.0242, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80562, "top5_acc": 0.97562, "loss_cls": 0.95091, "loss": 0.95091, "time": 0.22559} {"mode": "train", "epoch": 18, "iter": 500, "lr": 0.0242, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82625, "top5_acc": 0.97688, "loss_cls": 0.85551, "loss": 0.85551, "time": 0.22487} {"mode": "train", "epoch": 18, "iter": 600, "lr": 0.02419, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.80188, "top5_acc": 0.97438, "loss_cls": 0.96867, "loss": 0.96867, "time": 0.2258} {"mode": "train", "epoch": 18, "iter": 700, "lr": 0.02419, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8, "top5_acc": 0.97688, "loss_cls": 0.93172, "loss": 0.93172, "time": 0.22484} {"mode": "train", "epoch": 18, "iter": 800, "lr": 0.02419, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80875, "top5_acc": 0.97625, "loss_cls": 0.91647, "loss": 0.91647, "time": 0.22475} {"mode": "train", "epoch": 18, "iter": 900, "lr": 0.02418, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80688, "top5_acc": 0.97, "loss_cls": 0.94093, "loss": 0.94093, "time": 0.22466} {"mode": "train", "epoch": 18, "iter": 1000, "lr": 0.02418, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.80938, "top5_acc": 0.965, "loss_cls": 0.94788, "loss": 0.94788, "time": 0.22551} {"mode": "train", "epoch": 18, "iter": 1100, "lr": 0.02418, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80688, "top5_acc": 0.97562, "loss_cls": 0.91217, "loss": 0.91217, "time": 0.22544} {"mode": "train", "epoch": 18, "iter": 1200, "lr": 0.02417, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79938, "top5_acc": 0.96375, "loss_cls": 1.02814, "loss": 1.02814, "time": 0.22558} {"mode": "train", "epoch": 18, "iter": 1300, "lr": 0.02417, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.80562, "top5_acc": 0.96312, "loss_cls": 0.98076, "loss": 0.98076, "time": 0.225} {"mode": "train", "epoch": 18, "iter": 1400, "lr": 0.02416, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.77688, "top5_acc": 0.96938, "loss_cls": 1.02927, "loss": 1.02927, "time": 0.22578} {"mode": "train", "epoch": 18, "iter": 1500, "lr": 0.02416, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8125, "top5_acc": 0.97438, "loss_cls": 0.91029, "loss": 0.91029, "time": 0.22532} {"mode": "train", "epoch": 18, "iter": 1600, "lr": 0.02416, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82, "top5_acc": 0.96812, "loss_cls": 0.93772, "loss": 0.93772, "time": 0.22564} {"mode": "train", "epoch": 18, "iter": 1700, "lr": 0.02415, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.79688, "top5_acc": 0.97, "loss_cls": 0.972, "loss": 0.972, "time": 0.2251} {"mode": "train", "epoch": 18, "iter": 1800, "lr": 0.02415, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.79188, "top5_acc": 0.96812, "loss_cls": 1.00405, "loss": 1.00405, "time": 0.2256} {"mode": "train", "epoch": 18, "iter": 1900, "lr": 0.02415, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79688, "top5_acc": 0.96875, "loss_cls": 0.96938, "loss": 0.96938, "time": 0.22503} {"mode": "train", "epoch": 18, "iter": 2000, "lr": 0.02414, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.81312, "top5_acc": 0.97188, "loss_cls": 0.92842, "loss": 0.92842, "time": 0.22604} {"mode": "train", "epoch": 18, "iter": 2100, "lr": 0.02414, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81625, "top5_acc": 0.97562, "loss_cls": 0.90737, "loss": 0.90737, "time": 0.22655} {"mode": "train", "epoch": 18, "iter": 2200, "lr": 0.02413, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.78938, "top5_acc": 0.97438, "loss_cls": 0.97281, "loss": 0.97281, "time": 0.225} {"mode": "train", "epoch": 18, "iter": 2300, "lr": 0.02413, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80062, "top5_acc": 0.97688, "loss_cls": 0.93627, "loss": 0.93627, "time": 0.22492} {"mode": "train", "epoch": 18, "iter": 2400, "lr": 0.02413, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.80375, "top5_acc": 0.97312, "loss_cls": 0.97733, "loss": 0.97733, "time": 0.22588} {"mode": "train", "epoch": 18, "iter": 2500, "lr": 0.02412, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.805, "top5_acc": 0.97188, "loss_cls": 0.96118, "loss": 0.96118, "time": 0.22474} {"mode": "val", "epoch": 18, "iter": 1031, "lr": 0.02412, "top1_acc": 0.74137, "top5_acc": 0.95287} {"mode": "train", "epoch": 19, "iter": 100, "lr": 0.02412, "memory": 6525, "data_time": 0.18913, "top1_acc": 0.82062, "top5_acc": 0.9725, "loss_cls": 0.90319, "loss": 0.90319, "time": 0.41457} {"mode": "train", "epoch": 19, "iter": 200, "lr": 0.02411, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.81062, "top5_acc": 0.9725, "loss_cls": 0.93049, "loss": 0.93049, "time": 0.22496} {"mode": "train", "epoch": 19, "iter": 300, "lr": 0.02411, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.795, "top5_acc": 0.9725, "loss_cls": 0.94138, "loss": 0.94138, "time": 0.22524} {"mode": "train", "epoch": 19, "iter": 400, "lr": 0.02411, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.81875, "top5_acc": 0.9825, "loss_cls": 0.85641, "loss": 0.85641, "time": 0.22497} {"mode": "train", "epoch": 19, "iter": 500, "lr": 0.0241, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.79688, "top5_acc": 0.9625, "loss_cls": 1.01932, "loss": 1.01932, "time": 0.22518} {"mode": "train", "epoch": 19, "iter": 600, "lr": 0.0241, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.79312, "top5_acc": 0.9725, "loss_cls": 0.9638, "loss": 0.9638, "time": 0.22579} {"mode": "train", "epoch": 19, "iter": 700, "lr": 0.0241, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81688, "top5_acc": 0.97875, "loss_cls": 0.89828, "loss": 0.89828, "time": 0.22484} {"mode": "train", "epoch": 19, "iter": 800, "lr": 0.02409, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.78875, "top5_acc": 0.96688, "loss_cls": 0.98303, "loss": 0.98303, "time": 0.22469} {"mode": "train", "epoch": 19, "iter": 900, "lr": 0.02409, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.80688, "top5_acc": 0.96938, "loss_cls": 0.95619, "loss": 0.95619, "time": 0.22572} {"mode": "train", "epoch": 19, "iter": 1000, "lr": 0.02408, "memory": 6525, "data_time": 0.00038, "top1_acc": 0.80312, "top5_acc": 0.96812, "loss_cls": 0.95717, "loss": 0.95717, "time": 0.22556} {"mode": "train", "epoch": 19, "iter": 1100, "lr": 0.02408, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.80812, "top5_acc": 0.96688, "loss_cls": 0.977, "loss": 0.977, "time": 0.22519} {"mode": "train", "epoch": 19, "iter": 1200, "lr": 0.02408, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.79562, "top5_acc": 0.9725, "loss_cls": 0.96156, "loss": 0.96156, "time": 0.22458} {"mode": "train", "epoch": 19, "iter": 1300, "lr": 0.02407, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.81562, "top5_acc": 0.97375, "loss_cls": 0.90639, "loss": 0.90639, "time": 0.22556} {"mode": "train", "epoch": 19, "iter": 1400, "lr": 0.02407, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.78562, "top5_acc": 0.97062, "loss_cls": 1.01403, "loss": 1.01403, "time": 0.22637} {"mode": "train", "epoch": 19, "iter": 1500, "lr": 0.02406, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.78812, "top5_acc": 0.96938, "loss_cls": 1.0154, "loss": 1.0154, "time": 0.2248} {"mode": "train", "epoch": 19, "iter": 1600, "lr": 0.02406, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.82188, "top5_acc": 0.97125, "loss_cls": 0.91231, "loss": 0.91231, "time": 0.22545} {"mode": "train", "epoch": 19, "iter": 1700, "lr": 0.02406, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.8, "top5_acc": 0.9675, "loss_cls": 0.96751, "loss": 0.96751, "time": 0.22635} {"mode": "train", "epoch": 19, "iter": 1800, "lr": 0.02405, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.80875, "top5_acc": 0.9725, "loss_cls": 0.96065, "loss": 0.96065, "time": 0.22692} {"mode": "train", "epoch": 19, "iter": 1900, "lr": 0.02405, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.81312, "top5_acc": 0.97812, "loss_cls": 0.89081, "loss": 0.89081, "time": 0.22461} {"mode": "train", "epoch": 19, "iter": 2000, "lr": 0.02404, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81125, "top5_acc": 0.97125, "loss_cls": 0.94319, "loss": 0.94319, "time": 0.22501} {"mode": "train", "epoch": 19, "iter": 2100, "lr": 0.02404, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.78812, "top5_acc": 0.97438, "loss_cls": 0.96207, "loss": 0.96207, "time": 0.2252} {"mode": "train", "epoch": 19, "iter": 2200, "lr": 0.02404, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8, "top5_acc": 0.97375, "loss_cls": 0.97193, "loss": 0.97193, "time": 0.22502} {"mode": "train", "epoch": 19, "iter": 2300, "lr": 0.02403, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81438, "top5_acc": 0.97562, "loss_cls": 0.90369, "loss": 0.90369, "time": 0.22486} {"mode": "train", "epoch": 19, "iter": 2400, "lr": 0.02403, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.81125, "top5_acc": 0.97625, "loss_cls": 0.87368, "loss": 0.87368, "time": 0.22447} {"mode": "train", "epoch": 19, "iter": 2500, "lr": 0.02402, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.76, "top5_acc": 0.9675, "loss_cls": 1.09223, "loss": 1.09223, "time": 0.22488} {"mode": "val", "epoch": 19, "iter": 1031, "lr": 0.02402, "top1_acc": 0.74168, "top5_acc": 0.9536} {"mode": "train", "epoch": 20, "iter": 100, "lr": 0.02402, "memory": 6525, "data_time": 0.18383, "top1_acc": 0.81062, "top5_acc": 0.97125, "loss_cls": 0.93147, "loss": 0.93147, "time": 0.40978} {"mode": "train", "epoch": 20, "iter": 200, "lr": 0.02402, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.80812, "top5_acc": 0.97688, "loss_cls": 0.91838, "loss": 0.91838, "time": 0.22457} {"mode": "train", "epoch": 20, "iter": 300, "lr": 0.02401, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81, "top5_acc": 0.9775, "loss_cls": 0.92315, "loss": 0.92315, "time": 0.22597} {"mode": "train", "epoch": 20, "iter": 400, "lr": 0.02401, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.805, "top5_acc": 0.9675, "loss_cls": 0.94142, "loss": 0.94142, "time": 0.22513} {"mode": "train", "epoch": 20, "iter": 500, "lr": 0.024, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81438, "top5_acc": 0.9775, "loss_cls": 0.91258, "loss": 0.91258, "time": 0.22582} {"mode": "train", "epoch": 20, "iter": 600, "lr": 0.024, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.80812, "top5_acc": 0.9675, "loss_cls": 0.93181, "loss": 0.93181, "time": 0.22537} {"mode": "train", "epoch": 20, "iter": 700, "lr": 0.02399, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.80875, "top5_acc": 0.97938, "loss_cls": 0.91078, "loss": 0.91078, "time": 0.22584} {"mode": "train", "epoch": 20, "iter": 800, "lr": 0.02399, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80125, "top5_acc": 0.97125, "loss_cls": 0.97735, "loss": 0.97735, "time": 0.22603} {"mode": "train", "epoch": 20, "iter": 900, "lr": 0.02399, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82062, "top5_acc": 0.97625, "loss_cls": 0.89765, "loss": 0.89765, "time": 0.22429} {"mode": "train", "epoch": 20, "iter": 1000, "lr": 0.02398, "memory": 6525, "data_time": 0.00039, "top1_acc": 0.80688, "top5_acc": 0.97562, "loss_cls": 0.91096, "loss": 0.91096, "time": 0.22537} {"mode": "train", "epoch": 20, "iter": 1100, "lr": 0.02398, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82312, "top5_acc": 0.97812, "loss_cls": 0.85763, "loss": 0.85763, "time": 0.22582} {"mode": "train", "epoch": 20, "iter": 1200, "lr": 0.02397, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81688, "top5_acc": 0.96438, "loss_cls": 0.93098, "loss": 0.93098, "time": 0.22545} {"mode": "train", "epoch": 20, "iter": 1300, "lr": 0.02397, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8125, "top5_acc": 0.97188, "loss_cls": 0.93066, "loss": 0.93066, "time": 0.2256} {"mode": "train", "epoch": 20, "iter": 1400, "lr": 0.02397, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81938, "top5_acc": 0.97562, "loss_cls": 0.85371, "loss": 0.85371, "time": 0.22495} {"mode": "train", "epoch": 20, "iter": 1500, "lr": 0.02396, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8075, "top5_acc": 0.96875, "loss_cls": 0.96618, "loss": 0.96618, "time": 0.2253} {"mode": "train", "epoch": 20, "iter": 1600, "lr": 0.02396, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8, "top5_acc": 0.9725, "loss_cls": 0.9677, "loss": 0.9677, "time": 0.2252} {"mode": "train", "epoch": 20, "iter": 1700, "lr": 0.02395, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78688, "top5_acc": 0.97, "loss_cls": 0.99328, "loss": 0.99328, "time": 0.22449} {"mode": "train", "epoch": 20, "iter": 1800, "lr": 0.02395, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81688, "top5_acc": 0.97875, "loss_cls": 0.87356, "loss": 0.87356, "time": 0.22568} {"mode": "train", "epoch": 20, "iter": 1900, "lr": 0.02394, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80812, "top5_acc": 0.97312, "loss_cls": 0.90019, "loss": 0.90019, "time": 0.22505} {"mode": "train", "epoch": 20, "iter": 2000, "lr": 0.02394, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79875, "top5_acc": 0.97125, "loss_cls": 0.98476, "loss": 0.98476, "time": 0.2234} {"mode": "train", "epoch": 20, "iter": 2100, "lr": 0.02394, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.815, "top5_acc": 0.96938, "loss_cls": 0.88678, "loss": 0.88678, "time": 0.22542} {"mode": "train", "epoch": 20, "iter": 2200, "lr": 0.02393, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8125, "top5_acc": 0.96625, "loss_cls": 0.92912, "loss": 0.92912, "time": 0.22541} {"mode": "train", "epoch": 20, "iter": 2300, "lr": 0.02393, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78, "top5_acc": 0.965, "loss_cls": 1.00849, "loss": 1.00849, "time": 0.22587} {"mode": "train", "epoch": 20, "iter": 2400, "lr": 0.02392, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81312, "top5_acc": 0.97062, "loss_cls": 0.89557, "loss": 0.89557, "time": 0.22608} {"mode": "train", "epoch": 20, "iter": 2500, "lr": 0.02392, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.78188, "top5_acc": 0.965, "loss_cls": 1.04137, "loss": 1.04137, "time": 0.22578} {"mode": "val", "epoch": 20, "iter": 1031, "lr": 0.02392, "top1_acc": 0.77097, "top5_acc": 0.95542} {"mode": "train", "epoch": 21, "iter": 100, "lr": 0.02392, "memory": 6525, "data_time": 0.18985, "top1_acc": 0.81875, "top5_acc": 0.97688, "loss_cls": 0.88219, "loss": 0.88219, "time": 0.41526} {"mode": "train", "epoch": 21, "iter": 200, "lr": 0.02391, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8125, "top5_acc": 0.97188, "loss_cls": 0.89317, "loss": 0.89317, "time": 0.22457} {"mode": "train", "epoch": 21, "iter": 300, "lr": 0.02391, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80438, "top5_acc": 0.97188, "loss_cls": 0.94487, "loss": 0.94487, "time": 0.22399} {"mode": "train", "epoch": 21, "iter": 400, "lr": 0.0239, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81688, "top5_acc": 0.97875, "loss_cls": 0.88565, "loss": 0.88565, "time": 0.22466} {"mode": "train", "epoch": 21, "iter": 500, "lr": 0.0239, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.82625, "top5_acc": 0.96625, "loss_cls": 0.90289, "loss": 0.90289, "time": 0.22445} {"mode": "train", "epoch": 21, "iter": 600, "lr": 0.02389, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80438, "top5_acc": 0.97, "loss_cls": 0.94781, "loss": 0.94781, "time": 0.22508} {"mode": "train", "epoch": 21, "iter": 700, "lr": 0.02389, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.81125, "top5_acc": 0.97062, "loss_cls": 0.94941, "loss": 0.94941, "time": 0.2259} {"mode": "train", "epoch": 21, "iter": 800, "lr": 0.02389, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81438, "top5_acc": 0.97875, "loss_cls": 0.86067, "loss": 0.86067, "time": 0.22464} {"mode": "train", "epoch": 21, "iter": 900, "lr": 0.02388, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.79562, "top5_acc": 0.97188, "loss_cls": 0.97553, "loss": 0.97553, "time": 0.2267} {"mode": "train", "epoch": 21, "iter": 1000, "lr": 0.02388, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81312, "top5_acc": 0.97, "loss_cls": 0.95063, "loss": 0.95063, "time": 0.22595} {"mode": "train", "epoch": 21, "iter": 1100, "lr": 0.02387, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.81375, "top5_acc": 0.97562, "loss_cls": 0.90918, "loss": 0.90918, "time": 0.22557} {"mode": "train", "epoch": 21, "iter": 1200, "lr": 0.02387, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8075, "top5_acc": 0.97562, "loss_cls": 0.92388, "loss": 0.92388, "time": 0.22577} {"mode": "train", "epoch": 21, "iter": 1300, "lr": 0.02386, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8075, "top5_acc": 0.97688, "loss_cls": 0.91683, "loss": 0.91683, "time": 0.22529} {"mode": "train", "epoch": 21, "iter": 1400, "lr": 0.02386, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81375, "top5_acc": 0.97188, "loss_cls": 0.91422, "loss": 0.91422, "time": 0.22484} {"mode": "train", "epoch": 21, "iter": 1500, "lr": 0.02385, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81688, "top5_acc": 0.97438, "loss_cls": 0.94075, "loss": 0.94075, "time": 0.2249} {"mode": "train", "epoch": 21, "iter": 1600, "lr": 0.02385, "memory": 6525, "data_time": 0.00043, "top1_acc": 0.80562, "top5_acc": 0.97062, "loss_cls": 0.94968, "loss": 0.94968, "time": 0.22503} {"mode": "train", "epoch": 21, "iter": 1700, "lr": 0.02385, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.79812, "top5_acc": 0.96875, "loss_cls": 0.95254, "loss": 0.95254, "time": 0.22576} {"mode": "train", "epoch": 21, "iter": 1800, "lr": 0.02384, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80062, "top5_acc": 0.97188, "loss_cls": 0.96845, "loss": 0.96845, "time": 0.22491} {"mode": "train", "epoch": 21, "iter": 1900, "lr": 0.02384, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.81562, "top5_acc": 0.97125, "loss_cls": 0.93399, "loss": 0.93399, "time": 0.22718} {"mode": "train", "epoch": 21, "iter": 2000, "lr": 0.02383, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80188, "top5_acc": 0.97688, "loss_cls": 0.94043, "loss": 0.94043, "time": 0.22521} {"mode": "train", "epoch": 21, "iter": 2100, "lr": 0.02383, "memory": 6525, "data_time": 0.00043, "top1_acc": 0.80375, "top5_acc": 0.96875, "loss_cls": 1.00661, "loss": 1.00661, "time": 0.22525} {"mode": "train", "epoch": 21, "iter": 2200, "lr": 0.02382, "memory": 6525, "data_time": 0.00042, "top1_acc": 0.79125, "top5_acc": 0.96812, "loss_cls": 1.00115, "loss": 1.00115, "time": 0.22443} {"mode": "train", "epoch": 21, "iter": 2300, "lr": 0.02382, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79625, "top5_acc": 0.9775, "loss_cls": 0.91621, "loss": 0.91621, "time": 0.22508} {"mode": "train", "epoch": 21, "iter": 2400, "lr": 0.02382, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80375, "top5_acc": 0.96688, "loss_cls": 0.94121, "loss": 0.94121, "time": 0.22591} {"mode": "train", "epoch": 21, "iter": 2500, "lr": 0.02381, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82312, "top5_acc": 0.97688, "loss_cls": 0.91111, "loss": 0.91111, "time": 0.2262} {"mode": "val", "epoch": 21, "iter": 1031, "lr": 0.02381, "top1_acc": 0.78043, "top5_acc": 0.9607} {"mode": "train", "epoch": 22, "iter": 100, "lr": 0.02381, "memory": 6525, "data_time": 0.19417, "top1_acc": 0.82312, "top5_acc": 0.9725, "loss_cls": 0.88706, "loss": 0.88706, "time": 0.41996} {"mode": "train", "epoch": 22, "iter": 200, "lr": 0.0238, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.8375, "top5_acc": 0.97625, "loss_cls": 0.82287, "loss": 0.82287, "time": 0.22639} {"mode": "train", "epoch": 22, "iter": 300, "lr": 0.0238, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.81625, "top5_acc": 0.975, "loss_cls": 0.86132, "loss": 0.86132, "time": 0.22576} {"mode": "train", "epoch": 22, "iter": 400, "lr": 0.02379, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81, "top5_acc": 0.9725, "loss_cls": 0.91874, "loss": 0.91874, "time": 0.2253} {"mode": "train", "epoch": 22, "iter": 500, "lr": 0.02379, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8075, "top5_acc": 0.96875, "loss_cls": 0.94668, "loss": 0.94668, "time": 0.22466} {"mode": "train", "epoch": 22, "iter": 600, "lr": 0.02378, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.80125, "top5_acc": 0.9725, "loss_cls": 0.92126, "loss": 0.92126, "time": 0.22522} {"mode": "train", "epoch": 22, "iter": 700, "lr": 0.02378, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.82125, "top5_acc": 0.97562, "loss_cls": 0.88199, "loss": 0.88199, "time": 0.22491} {"mode": "train", "epoch": 22, "iter": 800, "lr": 0.02377, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.79188, "top5_acc": 0.97438, "loss_cls": 0.94703, "loss": 0.94703, "time": 0.22576} {"mode": "train", "epoch": 22, "iter": 900, "lr": 0.02377, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8, "top5_acc": 0.9675, "loss_cls": 0.94488, "loss": 0.94488, "time": 0.22586} {"mode": "train", "epoch": 22, "iter": 1000, "lr": 0.02377, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.81438, "top5_acc": 0.97, "loss_cls": 0.93718, "loss": 0.93718, "time": 0.22537} {"mode": "train", "epoch": 22, "iter": 1100, "lr": 0.02376, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8, "top5_acc": 0.97062, "loss_cls": 0.97992, "loss": 0.97992, "time": 0.22459} {"mode": "train", "epoch": 22, "iter": 1200, "lr": 0.02376, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8, "top5_acc": 0.9625, "loss_cls": 0.97986, "loss": 0.97986, "time": 0.22521} {"mode": "train", "epoch": 22, "iter": 1300, "lr": 0.02375, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80562, "top5_acc": 0.97812, "loss_cls": 0.92022, "loss": 0.92022, "time": 0.2247} {"mode": "train", "epoch": 22, "iter": 1400, "lr": 0.02375, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81562, "top5_acc": 0.975, "loss_cls": 0.8597, "loss": 0.8597, "time": 0.22644} {"mode": "train", "epoch": 22, "iter": 1500, "lr": 0.02374, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.815, "top5_acc": 0.97438, "loss_cls": 0.90492, "loss": 0.90492, "time": 0.22581} {"mode": "train", "epoch": 22, "iter": 1600, "lr": 0.02374, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.79938, "top5_acc": 0.97375, "loss_cls": 0.96133, "loss": 0.96133, "time": 0.22518} {"mode": "train", "epoch": 22, "iter": 1700, "lr": 0.02373, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.78562, "top5_acc": 0.975, "loss_cls": 0.97109, "loss": 0.97109, "time": 0.22523} {"mode": "train", "epoch": 22, "iter": 1800, "lr": 0.02373, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.82312, "top5_acc": 0.97312, "loss_cls": 0.86716, "loss": 0.86716, "time": 0.2257} {"mode": "train", "epoch": 22, "iter": 1900, "lr": 0.02372, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8175, "top5_acc": 0.96812, "loss_cls": 0.93282, "loss": 0.93282, "time": 0.22655} {"mode": "train", "epoch": 22, "iter": 2000, "lr": 0.02372, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.7975, "top5_acc": 0.96688, "loss_cls": 0.9738, "loss": 0.9738, "time": 0.22492} {"mode": "train", "epoch": 22, "iter": 2100, "lr": 0.02372, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.7925, "top5_acc": 0.9675, "loss_cls": 0.96139, "loss": 0.96139, "time": 0.22482} {"mode": "train", "epoch": 22, "iter": 2200, "lr": 0.02371, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80062, "top5_acc": 0.97062, "loss_cls": 0.93436, "loss": 0.93436, "time": 0.22509} {"mode": "train", "epoch": 22, "iter": 2300, "lr": 0.02371, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.80188, "top5_acc": 0.96875, "loss_cls": 0.94175, "loss": 0.94175, "time": 0.22493} {"mode": "train", "epoch": 22, "iter": 2400, "lr": 0.0237, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.81312, "top5_acc": 0.97125, "loss_cls": 0.90239, "loss": 0.90239, "time": 0.22524} {"mode": "train", "epoch": 22, "iter": 2500, "lr": 0.0237, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.8175, "top5_acc": 0.97875, "loss_cls": 0.86502, "loss": 0.86502, "time": 0.22596} {"mode": "val", "epoch": 22, "iter": 1031, "lr": 0.0237, "top1_acc": 0.72572, "top5_acc": 0.94104} {"mode": "train", "epoch": 23, "iter": 100, "lr": 0.02369, "memory": 6525, "data_time": 0.18866, "top1_acc": 0.80562, "top5_acc": 0.97125, "loss_cls": 0.9381, "loss": 0.9381, "time": 0.41442} {"mode": "train", "epoch": 23, "iter": 200, "lr": 0.02369, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.78938, "top5_acc": 0.97562, "loss_cls": 0.95313, "loss": 0.95313, "time": 0.22518} {"mode": "train", "epoch": 23, "iter": 300, "lr": 0.02368, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.805, "top5_acc": 0.97375, "loss_cls": 0.88773, "loss": 0.88773, "time": 0.22601} {"mode": "train", "epoch": 23, "iter": 400, "lr": 0.02368, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81125, "top5_acc": 0.97438, "loss_cls": 0.90028, "loss": 0.90028, "time": 0.22534} {"mode": "train", "epoch": 23, "iter": 500, "lr": 0.02367, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.82188, "top5_acc": 0.98, "loss_cls": 0.8354, "loss": 0.8354, "time": 0.22524} {"mode": "train", "epoch": 23, "iter": 600, "lr": 0.02367, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82812, "top5_acc": 0.98, "loss_cls": 0.81509, "loss": 0.81509, "time": 0.22541} {"mode": "train", "epoch": 23, "iter": 700, "lr": 0.02366, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.80625, "top5_acc": 0.96562, "loss_cls": 0.9632, "loss": 0.9632, "time": 0.22497} {"mode": "train", "epoch": 23, "iter": 800, "lr": 0.02366, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.80125, "top5_acc": 0.97562, "loss_cls": 0.92566, "loss": 0.92566, "time": 0.22457} {"mode": "train", "epoch": 23, "iter": 900, "lr": 0.02365, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.80188, "top5_acc": 0.96625, "loss_cls": 0.9606, "loss": 0.9606, "time": 0.2274} {"mode": "train", "epoch": 23, "iter": 1000, "lr": 0.02365, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.815, "top5_acc": 0.97375, "loss_cls": 0.87298, "loss": 0.87298, "time": 0.22616} {"mode": "train", "epoch": 23, "iter": 1100, "lr": 0.02364, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.805, "top5_acc": 0.97188, "loss_cls": 0.92219, "loss": 0.92219, "time": 0.22577} {"mode": "train", "epoch": 23, "iter": 1200, "lr": 0.02364, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.78875, "top5_acc": 0.96812, "loss_cls": 0.99928, "loss": 0.99928, "time": 0.22528} {"mode": "train", "epoch": 23, "iter": 1300, "lr": 0.02364, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.80125, "top5_acc": 0.97875, "loss_cls": 0.86784, "loss": 0.86784, "time": 0.226} {"mode": "train", "epoch": 23, "iter": 1400, "lr": 0.02363, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.80812, "top5_acc": 0.97625, "loss_cls": 0.90221, "loss": 0.90221, "time": 0.22691} {"mode": "train", "epoch": 23, "iter": 1500, "lr": 0.02363, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.81438, "top5_acc": 0.97625, "loss_cls": 0.90204, "loss": 0.90204, "time": 0.22561} {"mode": "train", "epoch": 23, "iter": 1600, "lr": 0.02362, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82062, "top5_acc": 0.97562, "loss_cls": 0.87477, "loss": 0.87477, "time": 0.22475} {"mode": "train", "epoch": 23, "iter": 1700, "lr": 0.02362, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80188, "top5_acc": 0.9725, "loss_cls": 0.93354, "loss": 0.93354, "time": 0.22522} {"mode": "train", "epoch": 23, "iter": 1800, "lr": 0.02361, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.80875, "top5_acc": 0.97062, "loss_cls": 0.91364, "loss": 0.91364, "time": 0.22557} {"mode": "train", "epoch": 23, "iter": 1900, "lr": 0.02361, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.80812, "top5_acc": 0.97875, "loss_cls": 0.9055, "loss": 0.9055, "time": 0.22479} {"mode": "train", "epoch": 23, "iter": 2000, "lr": 0.0236, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82, "top5_acc": 0.97688, "loss_cls": 0.90523, "loss": 0.90523, "time": 0.2252} {"mode": "train", "epoch": 23, "iter": 2100, "lr": 0.0236, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.78438, "top5_acc": 0.97062, "loss_cls": 0.97586, "loss": 0.97586, "time": 0.22498} {"mode": "train", "epoch": 23, "iter": 2200, "lr": 0.02359, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.79438, "top5_acc": 0.95938, "loss_cls": 1.01489, "loss": 1.01489, "time": 0.22491} {"mode": "train", "epoch": 23, "iter": 2300, "lr": 0.02359, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.81125, "top5_acc": 0.98062, "loss_cls": 0.90238, "loss": 0.90238, "time": 0.22659} {"mode": "train", "epoch": 23, "iter": 2400, "lr": 0.02358, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82125, "top5_acc": 0.98125, "loss_cls": 0.85085, "loss": 0.85085, "time": 0.22485} {"mode": "train", "epoch": 23, "iter": 2500, "lr": 0.02358, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.795, "top5_acc": 0.96812, "loss_cls": 0.95792, "loss": 0.95792, "time": 0.22557} {"mode": "val", "epoch": 23, "iter": 1031, "lr": 0.02358, "top1_acc": 0.73979, "top5_acc": 0.95208} {"mode": "train", "epoch": 24, "iter": 100, "lr": 0.02357, "memory": 6525, "data_time": 0.18504, "top1_acc": 0.8275, "top5_acc": 0.9725, "loss_cls": 0.83473, "loss": 0.83473, "time": 0.41005} {"mode": "train", "epoch": 24, "iter": 200, "lr": 0.02357, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8275, "top5_acc": 0.97875, "loss_cls": 0.83406, "loss": 0.83406, "time": 0.22395} {"mode": "train", "epoch": 24, "iter": 300, "lr": 0.02356, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82062, "top5_acc": 0.98125, "loss_cls": 0.85094, "loss": 0.85094, "time": 0.22515} {"mode": "train", "epoch": 24, "iter": 400, "lr": 0.02356, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80562, "top5_acc": 0.97562, "loss_cls": 0.92534, "loss": 0.92534, "time": 0.22503} {"mode": "train", "epoch": 24, "iter": 500, "lr": 0.02355, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81312, "top5_acc": 0.97438, "loss_cls": 0.90011, "loss": 0.90011, "time": 0.22605} {"mode": "train", "epoch": 24, "iter": 600, "lr": 0.02355, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8075, "top5_acc": 0.97375, "loss_cls": 0.90399, "loss": 0.90399, "time": 0.22496} {"mode": "train", "epoch": 24, "iter": 700, "lr": 0.02354, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.82188, "top5_acc": 0.9725, "loss_cls": 0.86068, "loss": 0.86068, "time": 0.22483} {"mode": "train", "epoch": 24, "iter": 800, "lr": 0.02354, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77938, "top5_acc": 0.96312, "loss_cls": 1.01669, "loss": 1.01669, "time": 0.22489} {"mode": "train", "epoch": 24, "iter": 900, "lr": 0.02353, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80188, "top5_acc": 0.965, "loss_cls": 0.94427, "loss": 0.94427, "time": 0.22508} {"mode": "train", "epoch": 24, "iter": 1000, "lr": 0.02353, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80562, "top5_acc": 0.97312, "loss_cls": 0.94698, "loss": 0.94698, "time": 0.22511} {"mode": "train", "epoch": 24, "iter": 1100, "lr": 0.02352, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81, "top5_acc": 0.97188, "loss_cls": 0.90402, "loss": 0.90402, "time": 0.22564} {"mode": "train", "epoch": 24, "iter": 1200, "lr": 0.02352, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82062, "top5_acc": 0.97188, "loss_cls": 0.88061, "loss": 0.88061, "time": 0.22508} {"mode": "train", "epoch": 24, "iter": 1300, "lr": 0.02351, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.825, "top5_acc": 0.9775, "loss_cls": 0.85695, "loss": 0.85695, "time": 0.22529} {"mode": "train", "epoch": 24, "iter": 1400, "lr": 0.02351, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80312, "top5_acc": 0.975, "loss_cls": 0.89744, "loss": 0.89744, "time": 0.22497} {"mode": "train", "epoch": 24, "iter": 1500, "lr": 0.0235, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80688, "top5_acc": 0.97125, "loss_cls": 0.94593, "loss": 0.94593, "time": 0.22524} {"mode": "train", "epoch": 24, "iter": 1600, "lr": 0.0235, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.79938, "top5_acc": 0.97812, "loss_cls": 0.93069, "loss": 0.93069, "time": 0.22639} {"mode": "train", "epoch": 24, "iter": 1700, "lr": 0.02349, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80625, "top5_acc": 0.96625, "loss_cls": 0.90811, "loss": 0.90811, "time": 0.22606} {"mode": "train", "epoch": 24, "iter": 1800, "lr": 0.02349, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81938, "top5_acc": 0.97875, "loss_cls": 0.89887, "loss": 0.89887, "time": 0.22504} {"mode": "train", "epoch": 24, "iter": 1900, "lr": 0.02348, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.82312, "top5_acc": 0.98, "loss_cls": 0.81267, "loss": 0.81267, "time": 0.22512} {"mode": "train", "epoch": 24, "iter": 2000, "lr": 0.02348, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79188, "top5_acc": 0.96562, "loss_cls": 0.97004, "loss": 0.97004, "time": 0.22442} {"mode": "train", "epoch": 24, "iter": 2100, "lr": 0.02347, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.80812, "top5_acc": 0.96938, "loss_cls": 0.90984, "loss": 0.90984, "time": 0.22503} {"mode": "train", "epoch": 24, "iter": 2200, "lr": 0.02347, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.80812, "top5_acc": 0.97375, "loss_cls": 0.90513, "loss": 0.90513, "time": 0.22602} {"mode": "train", "epoch": 24, "iter": 2300, "lr": 0.02346, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82188, "top5_acc": 0.98, "loss_cls": 0.84728, "loss": 0.84728, "time": 0.22538} {"mode": "train", "epoch": 24, "iter": 2400, "lr": 0.02346, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81125, "top5_acc": 0.97562, "loss_cls": 0.9282, "loss": 0.9282, "time": 0.22509} {"mode": "train", "epoch": 24, "iter": 2500, "lr": 0.02345, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8075, "top5_acc": 0.97688, "loss_cls": 0.89831, "loss": 0.89831, "time": 0.22483} {"mode": "val", "epoch": 24, "iter": 1031, "lr": 0.02345, "top1_acc": 0.74277, "top5_acc": 0.95045} {"mode": "train", "epoch": 25, "iter": 100, "lr": 0.02345, "memory": 6525, "data_time": 0.1849, "top1_acc": 0.81438, "top5_acc": 0.9775, "loss_cls": 0.86682, "loss": 0.86682, "time": 0.41042} {"mode": "train", "epoch": 25, "iter": 200, "lr": 0.02344, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8425, "top5_acc": 0.9825, "loss_cls": 0.79684, "loss": 0.79684, "time": 0.22378} {"mode": "train", "epoch": 25, "iter": 300, "lr": 0.02344, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82875, "top5_acc": 0.97562, "loss_cls": 0.83475, "loss": 0.83475, "time": 0.22412} {"mode": "train", "epoch": 25, "iter": 400, "lr": 0.02343, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8225, "top5_acc": 0.9775, "loss_cls": 0.85499, "loss": 0.85499, "time": 0.22501} {"mode": "train", "epoch": 25, "iter": 500, "lr": 0.02343, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82438, "top5_acc": 0.97375, "loss_cls": 0.8284, "loss": 0.8284, "time": 0.22485} {"mode": "train", "epoch": 25, "iter": 600, "lr": 0.02342, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83188, "top5_acc": 0.98062, "loss_cls": 0.81052, "loss": 0.81052, "time": 0.22554} {"mode": "train", "epoch": 25, "iter": 700, "lr": 0.02342, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81562, "top5_acc": 0.975, "loss_cls": 0.89003, "loss": 0.89003, "time": 0.22453} {"mode": "train", "epoch": 25, "iter": 800, "lr": 0.02341, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.80938, "top5_acc": 0.9675, "loss_cls": 0.9277, "loss": 0.9277, "time": 0.22508} {"mode": "train", "epoch": 25, "iter": 900, "lr": 0.02341, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81688, "top5_acc": 0.9775, "loss_cls": 0.86207, "loss": 0.86207, "time": 0.22534} {"mode": "train", "epoch": 25, "iter": 1000, "lr": 0.0234, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.79562, "top5_acc": 0.97312, "loss_cls": 0.92512, "loss": 0.92512, "time": 0.22596} {"mode": "train", "epoch": 25, "iter": 1100, "lr": 0.0234, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.805, "top5_acc": 0.9825, "loss_cls": 0.88708, "loss": 0.88708, "time": 0.22543} {"mode": "train", "epoch": 25, "iter": 1200, "lr": 0.02339, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81188, "top5_acc": 0.97375, "loss_cls": 0.87018, "loss": 0.87018, "time": 0.22518} {"mode": "train", "epoch": 25, "iter": 1300, "lr": 0.02339, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.7875, "top5_acc": 0.97312, "loss_cls": 0.94518, "loss": 0.94518, "time": 0.22457} {"mode": "train", "epoch": 25, "iter": 1400, "lr": 0.02338, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79062, "top5_acc": 0.97, "loss_cls": 0.96808, "loss": 0.96808, "time": 0.22511} {"mode": "train", "epoch": 25, "iter": 1500, "lr": 0.02338, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81688, "top5_acc": 0.96875, "loss_cls": 0.9014, "loss": 0.9014, "time": 0.22502} {"mode": "train", "epoch": 25, "iter": 1600, "lr": 0.02337, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.80312, "top5_acc": 0.96812, "loss_cls": 0.94426, "loss": 0.94426, "time": 0.22501} {"mode": "train", "epoch": 25, "iter": 1700, "lr": 0.02337, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81438, "top5_acc": 0.96875, "loss_cls": 0.91173, "loss": 0.91173, "time": 0.2257} {"mode": "train", "epoch": 25, "iter": 1800, "lr": 0.02336, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79625, "top5_acc": 0.97312, "loss_cls": 0.93587, "loss": 0.93587, "time": 0.22532} {"mode": "train", "epoch": 25, "iter": 1900, "lr": 0.02336, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80375, "top5_acc": 0.97, "loss_cls": 0.92681, "loss": 0.92681, "time": 0.22452} {"mode": "train", "epoch": 25, "iter": 2000, "lr": 0.02335, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.78938, "top5_acc": 0.96688, "loss_cls": 0.97591, "loss": 0.97591, "time": 0.22445} {"mode": "train", "epoch": 25, "iter": 2100, "lr": 0.02335, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82938, "top5_acc": 0.97375, "loss_cls": 0.86618, "loss": 0.86618, "time": 0.22464} {"mode": "train", "epoch": 25, "iter": 2200, "lr": 0.02334, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80812, "top5_acc": 0.97562, "loss_cls": 0.90979, "loss": 0.90979, "time": 0.22469} {"mode": "train", "epoch": 25, "iter": 2300, "lr": 0.02334, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80938, "top5_acc": 0.9675, "loss_cls": 0.95084, "loss": 0.95084, "time": 0.22475} {"mode": "train", "epoch": 25, "iter": 2400, "lr": 0.02333, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80875, "top5_acc": 0.97062, "loss_cls": 0.92508, "loss": 0.92508, "time": 0.22489} {"mode": "train", "epoch": 25, "iter": 2500, "lr": 0.02333, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8325, "top5_acc": 0.98188, "loss_cls": 0.80819, "loss": 0.80819, "time": 0.22508} {"mode": "val", "epoch": 25, "iter": 1031, "lr": 0.02333, "top1_acc": 0.78365, "top5_acc": 0.95857} {"mode": "train", "epoch": 26, "iter": 100, "lr": 0.02332, "memory": 6525, "data_time": 0.18478, "top1_acc": 0.82312, "top5_acc": 0.9775, "loss_cls": 0.86338, "loss": 0.86338, "time": 0.41002} {"mode": "train", "epoch": 26, "iter": 200, "lr": 0.02331, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81875, "top5_acc": 0.97438, "loss_cls": 0.88722, "loss": 0.88722, "time": 0.22455} {"mode": "train", "epoch": 26, "iter": 300, "lr": 0.02331, "memory": 6525, "data_time": 0.00034, "top1_acc": 0.82562, "top5_acc": 0.97062, "loss_cls": 0.87221, "loss": 0.87221, "time": 0.22576} {"mode": "train", "epoch": 26, "iter": 400, "lr": 0.0233, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81375, "top5_acc": 0.97812, "loss_cls": 0.86316, "loss": 0.86316, "time": 0.2251} {"mode": "train", "epoch": 26, "iter": 500, "lr": 0.0233, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.82312, "top5_acc": 0.97875, "loss_cls": 0.83094, "loss": 0.83094, "time": 0.22463} {"mode": "train", "epoch": 26, "iter": 600, "lr": 0.02329, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8075, "top5_acc": 0.96812, "loss_cls": 0.92918, "loss": 0.92918, "time": 0.22534} {"mode": "train", "epoch": 26, "iter": 700, "lr": 0.02329, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.80875, "top5_acc": 0.97625, "loss_cls": 0.8728, "loss": 0.8728, "time": 0.22558} {"mode": "train", "epoch": 26, "iter": 800, "lr": 0.02328, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8075, "top5_acc": 0.97625, "loss_cls": 0.85407, "loss": 0.85407, "time": 0.2256} {"mode": "train", "epoch": 26, "iter": 900, "lr": 0.02328, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84062, "top5_acc": 0.97875, "loss_cls": 0.77444, "loss": 0.77444, "time": 0.22546} {"mode": "train", "epoch": 26, "iter": 1000, "lr": 0.02327, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81812, "top5_acc": 0.97938, "loss_cls": 0.82686, "loss": 0.82686, "time": 0.22603} {"mode": "train", "epoch": 26, "iter": 1100, "lr": 0.02327, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81688, "top5_acc": 0.97875, "loss_cls": 0.87331, "loss": 0.87331, "time": 0.22455} {"mode": "train", "epoch": 26, "iter": 1200, "lr": 0.02326, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80938, "top5_acc": 0.97, "loss_cls": 0.91154, "loss": 0.91154, "time": 0.22428} {"mode": "train", "epoch": 26, "iter": 1300, "lr": 0.02326, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82375, "top5_acc": 0.97375, "loss_cls": 0.85201, "loss": 0.85201, "time": 0.2243} {"mode": "train", "epoch": 26, "iter": 1400, "lr": 0.02325, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80812, "top5_acc": 0.97125, "loss_cls": 0.93803, "loss": 0.93803, "time": 0.22441} {"mode": "train", "epoch": 26, "iter": 1500, "lr": 0.02325, "memory": 6525, "data_time": 0.00037, "top1_acc": 0.81312, "top5_acc": 0.98312, "loss_cls": 0.87894, "loss": 0.87894, "time": 0.22577} {"mode": "train", "epoch": 26, "iter": 1600, "lr": 0.02324, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.81625, "top5_acc": 0.97188, "loss_cls": 0.88887, "loss": 0.88887, "time": 0.22587} {"mode": "train", "epoch": 26, "iter": 1700, "lr": 0.02324, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81125, "top5_acc": 0.96625, "loss_cls": 0.94193, "loss": 0.94193, "time": 0.22476} {"mode": "train", "epoch": 26, "iter": 1800, "lr": 0.02323, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79812, "top5_acc": 0.96938, "loss_cls": 0.94603, "loss": 0.94603, "time": 0.22469} {"mode": "train", "epoch": 26, "iter": 1900, "lr": 0.02322, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.81188, "top5_acc": 0.98, "loss_cls": 0.85512, "loss": 0.85512, "time": 0.22618} {"mode": "train", "epoch": 26, "iter": 2000, "lr": 0.02322, "memory": 6525, "data_time": 0.00039, "top1_acc": 0.79062, "top5_acc": 0.96688, "loss_cls": 0.97167, "loss": 0.97167, "time": 0.22677} {"mode": "train", "epoch": 26, "iter": 2100, "lr": 0.02321, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81375, "top5_acc": 0.97375, "loss_cls": 0.90824, "loss": 0.90824, "time": 0.22512} {"mode": "train", "epoch": 26, "iter": 2200, "lr": 0.02321, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.80688, "top5_acc": 0.9675, "loss_cls": 0.92877, "loss": 0.92877, "time": 0.22489} {"mode": "train", "epoch": 26, "iter": 2300, "lr": 0.0232, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82688, "top5_acc": 0.97062, "loss_cls": 0.89317, "loss": 0.89317, "time": 0.22482} {"mode": "train", "epoch": 26, "iter": 2400, "lr": 0.0232, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83562, "top5_acc": 0.97875, "loss_cls": 0.83329, "loss": 0.83329, "time": 0.22398} {"mode": "train", "epoch": 26, "iter": 2500, "lr": 0.02319, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.82625, "top5_acc": 0.97625, "loss_cls": 0.83153, "loss": 0.83153, "time": 0.22487} {"mode": "val", "epoch": 26, "iter": 1031, "lr": 0.02319, "top1_acc": 0.78892, "top5_acc": 0.9607} {"mode": "train", "epoch": 27, "iter": 100, "lr": 0.02319, "memory": 6525, "data_time": 0.1858, "top1_acc": 0.80688, "top5_acc": 0.97188, "loss_cls": 0.89581, "loss": 0.89581, "time": 0.41066} {"mode": "train", "epoch": 27, "iter": 200, "lr": 0.02318, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83, "top5_acc": 0.97875, "loss_cls": 0.83721, "loss": 0.83721, "time": 0.22415} {"mode": "train", "epoch": 27, "iter": 300, "lr": 0.02318, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81125, "top5_acc": 0.97125, "loss_cls": 0.91218, "loss": 0.91218, "time": 0.22534} {"mode": "train", "epoch": 27, "iter": 400, "lr": 0.02317, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81188, "top5_acc": 0.97812, "loss_cls": 0.89772, "loss": 0.89772, "time": 0.22567} {"mode": "train", "epoch": 27, "iter": 500, "lr": 0.02316, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81875, "top5_acc": 0.975, "loss_cls": 0.8748, "loss": 0.8748, "time": 0.22538} {"mode": "train", "epoch": 27, "iter": 600, "lr": 0.02316, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8275, "top5_acc": 0.97625, "loss_cls": 0.85473, "loss": 0.85473, "time": 0.22447} {"mode": "train", "epoch": 27, "iter": 700, "lr": 0.02315, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82438, "top5_acc": 0.97938, "loss_cls": 0.81934, "loss": 0.81934, "time": 0.22471} {"mode": "train", "epoch": 27, "iter": 800, "lr": 0.02315, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80625, "top5_acc": 0.97625, "loss_cls": 0.87619, "loss": 0.87619, "time": 0.22487} {"mode": "train", "epoch": 27, "iter": 900, "lr": 0.02314, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.82438, "top5_acc": 0.97875, "loss_cls": 0.80227, "loss": 0.80227, "time": 0.22487} {"mode": "train", "epoch": 27, "iter": 1000, "lr": 0.02314, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.815, "top5_acc": 0.975, "loss_cls": 0.88177, "loss": 0.88177, "time": 0.22526} {"mode": "train", "epoch": 27, "iter": 1100, "lr": 0.02313, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79125, "top5_acc": 0.97188, "loss_cls": 0.9586, "loss": 0.9586, "time": 0.22427} {"mode": "train", "epoch": 27, "iter": 1200, "lr": 0.02313, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81188, "top5_acc": 0.97375, "loss_cls": 0.86642, "loss": 0.86642, "time": 0.22613} {"mode": "train", "epoch": 27, "iter": 1300, "lr": 0.02312, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80625, "top5_acc": 0.97375, "loss_cls": 0.86958, "loss": 0.86958, "time": 0.22519} {"mode": "train", "epoch": 27, "iter": 1400, "lr": 0.02312, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8125, "top5_acc": 0.96938, "loss_cls": 0.90692, "loss": 0.90692, "time": 0.22488} {"mode": "train", "epoch": 27, "iter": 1500, "lr": 0.02311, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83625, "top5_acc": 0.97812, "loss_cls": 0.79498, "loss": 0.79498, "time": 0.22515} {"mode": "train", "epoch": 27, "iter": 1600, "lr": 0.0231, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81875, "top5_acc": 0.97375, "loss_cls": 0.85492, "loss": 0.85492, "time": 0.22492} {"mode": "train", "epoch": 27, "iter": 1700, "lr": 0.0231, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8025, "top5_acc": 0.975, "loss_cls": 0.93863, "loss": 0.93863, "time": 0.22378} {"mode": "train", "epoch": 27, "iter": 1800, "lr": 0.02309, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8275, "top5_acc": 0.9725, "loss_cls": 0.83112, "loss": 0.83112, "time": 0.22493} {"mode": "train", "epoch": 27, "iter": 1900, "lr": 0.02309, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79938, "top5_acc": 0.97438, "loss_cls": 0.96386, "loss": 0.96386, "time": 0.22498} {"mode": "train", "epoch": 27, "iter": 2000, "lr": 0.02308, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.80562, "top5_acc": 0.97688, "loss_cls": 0.87712, "loss": 0.87712, "time": 0.22476} {"mode": "train", "epoch": 27, "iter": 2100, "lr": 0.02308, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.79938, "top5_acc": 0.96625, "loss_cls": 0.95684, "loss": 0.95684, "time": 0.2245} {"mode": "train", "epoch": 27, "iter": 2200, "lr": 0.02307, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81812, "top5_acc": 0.97625, "loss_cls": 0.8625, "loss": 0.8625, "time": 0.22431} {"mode": "train", "epoch": 27, "iter": 2300, "lr": 0.02307, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81, "top5_acc": 0.97, "loss_cls": 0.89721, "loss": 0.89721, "time": 0.22591} {"mode": "train", "epoch": 27, "iter": 2400, "lr": 0.02306, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82562, "top5_acc": 0.97438, "loss_cls": 0.86806, "loss": 0.86806, "time": 0.22468} {"mode": "train", "epoch": 27, "iter": 2500, "lr": 0.02305, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81812, "top5_acc": 0.97188, "loss_cls": 0.86077, "loss": 0.86077, "time": 0.22484} {"mode": "val", "epoch": 27, "iter": 1031, "lr": 0.02305, "top1_acc": 0.76011, "top5_acc": 0.95117} {"mode": "train", "epoch": 28, "iter": 100, "lr": 0.02305, "memory": 6525, "data_time": 0.18408, "top1_acc": 0.82688, "top5_acc": 0.98, "loss_cls": 0.81174, "loss": 0.81174, "time": 0.40892} {"mode": "train", "epoch": 28, "iter": 200, "lr": 0.02304, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81812, "top5_acc": 0.97688, "loss_cls": 0.85276, "loss": 0.85276, "time": 0.22414} {"mode": "train", "epoch": 28, "iter": 300, "lr": 0.02304, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82625, "top5_acc": 0.97562, "loss_cls": 0.8443, "loss": 0.8443, "time": 0.226} {"mode": "train", "epoch": 28, "iter": 400, "lr": 0.02303, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82062, "top5_acc": 0.9775, "loss_cls": 0.83109, "loss": 0.83109, "time": 0.22464} {"mode": "train", "epoch": 28, "iter": 500, "lr": 0.02303, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83375, "top5_acc": 0.97562, "loss_cls": 0.82228, "loss": 0.82228, "time": 0.22482} {"mode": "train", "epoch": 28, "iter": 600, "lr": 0.02302, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.83562, "top5_acc": 0.98562, "loss_cls": 0.77664, "loss": 0.77664, "time": 0.22431} {"mode": "train", "epoch": 28, "iter": 700, "lr": 0.02301, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84062, "top5_acc": 0.98125, "loss_cls": 0.76573, "loss": 0.76573, "time": 0.22422} {"mode": "train", "epoch": 28, "iter": 800, "lr": 0.02301, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82688, "top5_acc": 0.97438, "loss_cls": 0.85525, "loss": 0.85525, "time": 0.22474} {"mode": "train", "epoch": 28, "iter": 900, "lr": 0.023, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81688, "top5_acc": 0.97062, "loss_cls": 0.89464, "loss": 0.89464, "time": 0.22488} {"mode": "train", "epoch": 28, "iter": 1000, "lr": 0.023, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.81625, "top5_acc": 0.97312, "loss_cls": 0.88255, "loss": 0.88255, "time": 0.2248} {"mode": "train", "epoch": 28, "iter": 1100, "lr": 0.02299, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8425, "top5_acc": 0.98188, "loss_cls": 0.77246, "loss": 0.77246, "time": 0.2255} {"mode": "train", "epoch": 28, "iter": 1200, "lr": 0.02299, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83625, "top5_acc": 0.97938, "loss_cls": 0.80334, "loss": 0.80334, "time": 0.22523} {"mode": "train", "epoch": 28, "iter": 1300, "lr": 0.02298, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.82562, "top5_acc": 0.97438, "loss_cls": 0.83405, "loss": 0.83405, "time": 0.22519} {"mode": "train", "epoch": 28, "iter": 1400, "lr": 0.02298, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81438, "top5_acc": 0.97875, "loss_cls": 0.86438, "loss": 0.86438, "time": 0.22487} {"mode": "train", "epoch": 28, "iter": 1500, "lr": 0.02297, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82125, "top5_acc": 0.98, "loss_cls": 0.84773, "loss": 0.84773, "time": 0.22432} {"mode": "train", "epoch": 28, "iter": 1600, "lr": 0.02296, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8125, "top5_acc": 0.97312, "loss_cls": 0.89036, "loss": 0.89036, "time": 0.22618} {"mode": "train", "epoch": 28, "iter": 1700, "lr": 0.02296, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.80375, "top5_acc": 0.97312, "loss_cls": 0.89152, "loss": 0.89152, "time": 0.22683} {"mode": "train", "epoch": 28, "iter": 1800, "lr": 0.02295, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.82125, "top5_acc": 0.97812, "loss_cls": 0.8512, "loss": 0.8512, "time": 0.22558} {"mode": "train", "epoch": 28, "iter": 1900, "lr": 0.02295, "memory": 6525, "data_time": 0.0004, "top1_acc": 0.84188, "top5_acc": 0.97812, "loss_cls": 0.79529, "loss": 0.79529, "time": 0.22591} {"mode": "train", "epoch": 28, "iter": 2000, "lr": 0.02294, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.80188, "top5_acc": 0.9725, "loss_cls": 0.92189, "loss": 0.92189, "time": 0.22747} {"mode": "train", "epoch": 28, "iter": 2100, "lr": 0.02293, "memory": 6525, "data_time": 0.00049, "top1_acc": 0.81562, "top5_acc": 0.97688, "loss_cls": 0.88318, "loss": 0.88318, "time": 0.2263} {"mode": "train", "epoch": 28, "iter": 2200, "lr": 0.02293, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80938, "top5_acc": 0.96188, "loss_cls": 0.95678, "loss": 0.95678, "time": 0.22547} {"mode": "train", "epoch": 28, "iter": 2300, "lr": 0.02292, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80188, "top5_acc": 0.97375, "loss_cls": 0.93354, "loss": 0.93354, "time": 0.22495} {"mode": "train", "epoch": 28, "iter": 2400, "lr": 0.02292, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79625, "top5_acc": 0.9675, "loss_cls": 0.95268, "loss": 0.95268, "time": 0.22546} {"mode": "train", "epoch": 28, "iter": 2500, "lr": 0.02291, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80562, "top5_acc": 0.9725, "loss_cls": 0.89996, "loss": 0.89996, "time": 0.22568} {"mode": "val", "epoch": 28, "iter": 1031, "lr": 0.02291, "top1_acc": 0.7737, "top5_acc": 0.95645} {"mode": "train", "epoch": 29, "iter": 100, "lr": 0.02291, "memory": 6525, "data_time": 0.18212, "top1_acc": 0.8325, "top5_acc": 0.975, "loss_cls": 0.83877, "loss": 0.83877, "time": 0.40723} {"mode": "train", "epoch": 29, "iter": 200, "lr": 0.0229, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81812, "top5_acc": 0.97062, "loss_cls": 0.86036, "loss": 0.86036, "time": 0.2248} {"mode": "train", "epoch": 29, "iter": 300, "lr": 0.02289, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.845, "top5_acc": 0.9775, "loss_cls": 0.75752, "loss": 0.75752, "time": 0.22431} {"mode": "train", "epoch": 29, "iter": 400, "lr": 0.02289, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8325, "top5_acc": 0.98, "loss_cls": 0.79302, "loss": 0.79302, "time": 0.22467} {"mode": "train", "epoch": 29, "iter": 500, "lr": 0.02288, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.81812, "top5_acc": 0.97438, "loss_cls": 0.85975, "loss": 0.85975, "time": 0.22621} {"mode": "train", "epoch": 29, "iter": 600, "lr": 0.02288, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82438, "top5_acc": 0.97625, "loss_cls": 0.86948, "loss": 0.86948, "time": 0.22519} {"mode": "train", "epoch": 29, "iter": 700, "lr": 0.02287, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82062, "top5_acc": 0.97562, "loss_cls": 0.84084, "loss": 0.84084, "time": 0.22453} {"mode": "train", "epoch": 29, "iter": 800, "lr": 0.02287, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.825, "top5_acc": 0.975, "loss_cls": 0.83718, "loss": 0.83718, "time": 0.2256} {"mode": "train", "epoch": 29, "iter": 900, "lr": 0.02286, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83188, "top5_acc": 0.9775, "loss_cls": 0.82392, "loss": 0.82392, "time": 0.22465} {"mode": "train", "epoch": 29, "iter": 1000, "lr": 0.02285, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83438, "top5_acc": 0.98, "loss_cls": 0.79434, "loss": 0.79434, "time": 0.22387} {"mode": "train", "epoch": 29, "iter": 1100, "lr": 0.02285, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81688, "top5_acc": 0.97812, "loss_cls": 0.85177, "loss": 0.85177, "time": 0.2248} {"mode": "train", "epoch": 29, "iter": 1200, "lr": 0.02284, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8275, "top5_acc": 0.97312, "loss_cls": 0.8504, "loss": 0.8504, "time": 0.22499} {"mode": "train", "epoch": 29, "iter": 1300, "lr": 0.02284, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.825, "top5_acc": 0.97625, "loss_cls": 0.81721, "loss": 0.81721, "time": 0.22463} {"mode": "train", "epoch": 29, "iter": 1400, "lr": 0.02283, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.83312, "top5_acc": 0.975, "loss_cls": 0.84128, "loss": 0.84128, "time": 0.22602} {"mode": "train", "epoch": 29, "iter": 1500, "lr": 0.02282, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81688, "top5_acc": 0.97625, "loss_cls": 0.86682, "loss": 0.86682, "time": 0.22503} {"mode": "train", "epoch": 29, "iter": 1600, "lr": 0.02282, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82062, "top5_acc": 0.97062, "loss_cls": 0.89491, "loss": 0.89491, "time": 0.22528} {"mode": "train", "epoch": 29, "iter": 1700, "lr": 0.02281, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81438, "top5_acc": 0.96875, "loss_cls": 0.87725, "loss": 0.87725, "time": 0.22426} {"mode": "train", "epoch": 29, "iter": 1800, "lr": 0.02281, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.82562, "top5_acc": 0.9775, "loss_cls": 0.81984, "loss": 0.81984, "time": 0.2257} {"mode": "train", "epoch": 29, "iter": 1900, "lr": 0.0228, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.80375, "top5_acc": 0.9725, "loss_cls": 0.89672, "loss": 0.89672, "time": 0.2252} {"mode": "train", "epoch": 29, "iter": 2000, "lr": 0.02279, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.81625, "top5_acc": 0.9725, "loss_cls": 0.9051, "loss": 0.9051, "time": 0.22468} {"mode": "train", "epoch": 29, "iter": 2100, "lr": 0.02279, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83062, "top5_acc": 0.97812, "loss_cls": 0.82689, "loss": 0.82689, "time": 0.22468} {"mode": "train", "epoch": 29, "iter": 2200, "lr": 0.02278, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8125, "top5_acc": 0.97312, "loss_cls": 0.91181, "loss": 0.91181, "time": 0.22456} {"mode": "train", "epoch": 29, "iter": 2300, "lr": 0.02278, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.815, "top5_acc": 0.96938, "loss_cls": 0.86663, "loss": 0.86663, "time": 0.22424} {"mode": "train", "epoch": 29, "iter": 2400, "lr": 0.02277, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81688, "top5_acc": 0.97688, "loss_cls": 0.88282, "loss": 0.88282, "time": 0.22479} {"mode": "train", "epoch": 29, "iter": 2500, "lr": 0.02276, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.825, "top5_acc": 0.98, "loss_cls": 0.84644, "loss": 0.84644, "time": 0.22537} {"mode": "val", "epoch": 29, "iter": 1031, "lr": 0.02276, "top1_acc": 0.76418, "top5_acc": 0.95263} {"mode": "train", "epoch": 30, "iter": 100, "lr": 0.02276, "memory": 6525, "data_time": 0.18536, "top1_acc": 0.81, "top5_acc": 0.97, "loss_cls": 0.8981, "loss": 0.8981, "time": 0.41099} {"mode": "train", "epoch": 30, "iter": 200, "lr": 0.02275, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84062, "top5_acc": 0.98125, "loss_cls": 0.80944, "loss": 0.80944, "time": 0.22446} {"mode": "train", "epoch": 30, "iter": 300, "lr": 0.02275, "memory": 6525, "data_time": 0.00034, "top1_acc": 0.825, "top5_acc": 0.97312, "loss_cls": 0.80644, "loss": 0.80644, "time": 0.2261} {"mode": "train", "epoch": 30, "iter": 400, "lr": 0.02274, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82562, "top5_acc": 0.975, "loss_cls": 0.81278, "loss": 0.81278, "time": 0.22607} {"mode": "train", "epoch": 30, "iter": 500, "lr": 0.02273, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8275, "top5_acc": 0.97625, "loss_cls": 0.84412, "loss": 0.84412, "time": 0.22497} {"mode": "train", "epoch": 30, "iter": 600, "lr": 0.02273, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82062, "top5_acc": 0.9775, "loss_cls": 0.85828, "loss": 0.85828, "time": 0.22553} {"mode": "train", "epoch": 30, "iter": 700, "lr": 0.02272, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82562, "top5_acc": 0.97938, "loss_cls": 0.85218, "loss": 0.85218, "time": 0.22565} {"mode": "train", "epoch": 30, "iter": 800, "lr": 0.02272, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81438, "top5_acc": 0.96875, "loss_cls": 0.92854, "loss": 0.92854, "time": 0.22583} {"mode": "train", "epoch": 30, "iter": 900, "lr": 0.02271, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.83062, "top5_acc": 0.9875, "loss_cls": 0.77147, "loss": 0.77147, "time": 0.2246} {"mode": "train", "epoch": 30, "iter": 1000, "lr": 0.0227, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82438, "top5_acc": 0.97438, "loss_cls": 0.84024, "loss": 0.84024, "time": 0.22489} {"mode": "train", "epoch": 30, "iter": 1100, "lr": 0.0227, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81375, "top5_acc": 0.975, "loss_cls": 0.87327, "loss": 0.87327, "time": 0.22462} {"mode": "train", "epoch": 30, "iter": 1200, "lr": 0.02269, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.835, "top5_acc": 0.9725, "loss_cls": 0.82275, "loss": 0.82275, "time": 0.22415} {"mode": "train", "epoch": 30, "iter": 1300, "lr": 0.02269, "memory": 6525, "data_time": 0.00048, "top1_acc": 0.83188, "top5_acc": 0.97812, "loss_cls": 0.80106, "loss": 0.80106, "time": 0.22516} {"mode": "train", "epoch": 30, "iter": 1400, "lr": 0.02268, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82438, "top5_acc": 0.9725, "loss_cls": 0.87027, "loss": 0.87027, "time": 0.22442} {"mode": "train", "epoch": 30, "iter": 1500, "lr": 0.02267, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85, "top5_acc": 0.97562, "loss_cls": 0.78548, "loss": 0.78548, "time": 0.22599} {"mode": "train", "epoch": 30, "iter": 1600, "lr": 0.02267, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82062, "top5_acc": 0.96688, "loss_cls": 0.88994, "loss": 0.88994, "time": 0.2259} {"mode": "train", "epoch": 30, "iter": 1700, "lr": 0.02266, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.82938, "top5_acc": 0.98062, "loss_cls": 0.84682, "loss": 0.84682, "time": 0.22488} {"mode": "train", "epoch": 30, "iter": 1800, "lr": 0.02266, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81875, "top5_acc": 0.97688, "loss_cls": 0.87354, "loss": 0.87354, "time": 0.22581} {"mode": "train", "epoch": 30, "iter": 1900, "lr": 0.02265, "memory": 6525, "data_time": 0.00039, "top1_acc": 0.83188, "top5_acc": 0.97562, "loss_cls": 0.84661, "loss": 0.84661, "time": 0.22559} {"mode": "train", "epoch": 30, "iter": 2000, "lr": 0.02264, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.83062, "top5_acc": 0.98125, "loss_cls": 0.81783, "loss": 0.81783, "time": 0.22531} {"mode": "train", "epoch": 30, "iter": 2100, "lr": 0.02264, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.835, "top5_acc": 0.97562, "loss_cls": 0.83269, "loss": 0.83269, "time": 0.22483} {"mode": "train", "epoch": 30, "iter": 2200, "lr": 0.02263, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81062, "top5_acc": 0.975, "loss_cls": 0.87737, "loss": 0.87737, "time": 0.22589} {"mode": "train", "epoch": 30, "iter": 2300, "lr": 0.02263, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81938, "top5_acc": 0.96938, "loss_cls": 0.90107, "loss": 0.90107, "time": 0.22554} {"mode": "train", "epoch": 30, "iter": 2400, "lr": 0.02262, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80875, "top5_acc": 0.97188, "loss_cls": 0.91026, "loss": 0.91026, "time": 0.2247} {"mode": "train", "epoch": 30, "iter": 2500, "lr": 0.02261, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82812, "top5_acc": 0.975, "loss_cls": 0.82591, "loss": 0.82591, "time": 0.22437} {"mode": "val", "epoch": 30, "iter": 1031, "lr": 0.02261, "top1_acc": 0.78601, "top5_acc": 0.96009} {"mode": "train", "epoch": 31, "iter": 100, "lr": 0.02261, "memory": 6525, "data_time": 0.18235, "top1_acc": 0.82875, "top5_acc": 0.985, "loss_cls": 0.77693, "loss": 0.77693, "time": 0.40614} {"mode": "train", "epoch": 31, "iter": 200, "lr": 0.0226, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83562, "top5_acc": 0.98188, "loss_cls": 0.77296, "loss": 0.77296, "time": 0.22488} {"mode": "train", "epoch": 31, "iter": 300, "lr": 0.02259, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.82312, "top5_acc": 0.97688, "loss_cls": 0.82532, "loss": 0.82532, "time": 0.22491} {"mode": "train", "epoch": 31, "iter": 400, "lr": 0.02259, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82062, "top5_acc": 0.98062, "loss_cls": 0.80975, "loss": 0.80975, "time": 0.22477} {"mode": "train", "epoch": 31, "iter": 500, "lr": 0.02258, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82625, "top5_acc": 0.975, "loss_cls": 0.85878, "loss": 0.85878, "time": 0.22533} {"mode": "train", "epoch": 31, "iter": 600, "lr": 0.02258, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.82188, "top5_acc": 0.9775, "loss_cls": 0.87015, "loss": 0.87015, "time": 0.22527} {"mode": "train", "epoch": 31, "iter": 700, "lr": 0.02257, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80875, "top5_acc": 0.96938, "loss_cls": 0.91818, "loss": 0.91818, "time": 0.22495} {"mode": "train", "epoch": 31, "iter": 800, "lr": 0.02256, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82938, "top5_acc": 0.98062, "loss_cls": 0.8157, "loss": 0.8157, "time": 0.22515} {"mode": "train", "epoch": 31, "iter": 900, "lr": 0.02256, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.83875, "top5_acc": 0.9775, "loss_cls": 0.79891, "loss": 0.79891, "time": 0.22526} {"mode": "train", "epoch": 31, "iter": 1000, "lr": 0.02255, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82188, "top5_acc": 0.97688, "loss_cls": 0.85348, "loss": 0.85348, "time": 0.2254} {"mode": "train", "epoch": 31, "iter": 1100, "lr": 0.02254, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.825, "top5_acc": 0.97375, "loss_cls": 0.83439, "loss": 0.83439, "time": 0.22535} {"mode": "train", "epoch": 31, "iter": 1200, "lr": 0.02254, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8375, "top5_acc": 0.97062, "loss_cls": 0.82027, "loss": 0.82027, "time": 0.22651} {"mode": "train", "epoch": 31, "iter": 1300, "lr": 0.02253, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81562, "top5_acc": 0.97375, "loss_cls": 0.89059, "loss": 0.89059, "time": 0.22589} {"mode": "train", "epoch": 31, "iter": 1400, "lr": 0.02253, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.825, "top5_acc": 0.97688, "loss_cls": 0.81239, "loss": 0.81239, "time": 0.22444} {"mode": "train", "epoch": 31, "iter": 1500, "lr": 0.02252, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82625, "top5_acc": 0.97438, "loss_cls": 0.81213, "loss": 0.81213, "time": 0.22526} {"mode": "train", "epoch": 31, "iter": 1600, "lr": 0.02251, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.8275, "top5_acc": 0.97188, "loss_cls": 0.85793, "loss": 0.85793, "time": 0.22547} {"mode": "train", "epoch": 31, "iter": 1700, "lr": 0.02251, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81312, "top5_acc": 0.97188, "loss_cls": 0.8864, "loss": 0.8864, "time": 0.22501} {"mode": "train", "epoch": 31, "iter": 1800, "lr": 0.0225, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.81938, "top5_acc": 0.97438, "loss_cls": 0.86971, "loss": 0.86971, "time": 0.22507} {"mode": "train", "epoch": 31, "iter": 1900, "lr": 0.02249, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.83562, "top5_acc": 0.9775, "loss_cls": 0.83885, "loss": 0.83885, "time": 0.2247} {"mode": "train", "epoch": 31, "iter": 2000, "lr": 0.02249, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82188, "top5_acc": 0.97938, "loss_cls": 0.82782, "loss": 0.82782, "time": 0.22419} {"mode": "train", "epoch": 31, "iter": 2100, "lr": 0.02248, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.815, "top5_acc": 0.97375, "loss_cls": 0.84931, "loss": 0.84931, "time": 0.22534} {"mode": "train", "epoch": 31, "iter": 2200, "lr": 0.02248, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82938, "top5_acc": 0.97875, "loss_cls": 0.82642, "loss": 0.82642, "time": 0.22503} {"mode": "train", "epoch": 31, "iter": 2300, "lr": 0.02247, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8325, "top5_acc": 0.9725, "loss_cls": 0.86212, "loss": 0.86212, "time": 0.22526} {"mode": "train", "epoch": 31, "iter": 2400, "lr": 0.02246, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.83562, "top5_acc": 0.975, "loss_cls": 0.81861, "loss": 0.81861, "time": 0.22523} {"mode": "train", "epoch": 31, "iter": 2500, "lr": 0.02246, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82562, "top5_acc": 0.97812, "loss_cls": 0.83291, "loss": 0.83291, "time": 0.22451} {"mode": "val", "epoch": 31, "iter": 1031, "lr": 0.02246, "top1_acc": 0.72621, "top5_acc": 0.93195} {"mode": "train", "epoch": 32, "iter": 100, "lr": 0.02245, "memory": 6525, "data_time": 0.18397, "top1_acc": 0.83062, "top5_acc": 0.97188, "loss_cls": 0.81125, "loss": 0.81125, "time": 0.40807} {"mode": "train", "epoch": 32, "iter": 200, "lr": 0.02244, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84625, "top5_acc": 0.98312, "loss_cls": 0.74283, "loss": 0.74283, "time": 0.22528} {"mode": "train", "epoch": 32, "iter": 300, "lr": 0.02244, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81688, "top5_acc": 0.97938, "loss_cls": 0.81158, "loss": 0.81158, "time": 0.22473} {"mode": "train", "epoch": 32, "iter": 400, "lr": 0.02243, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83812, "top5_acc": 0.98375, "loss_cls": 0.76291, "loss": 0.76291, "time": 0.2248} {"mode": "train", "epoch": 32, "iter": 500, "lr": 0.02243, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8325, "top5_acc": 0.98062, "loss_cls": 0.80552, "loss": 0.80552, "time": 0.22427} {"mode": "train", "epoch": 32, "iter": 600, "lr": 0.02242, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82312, "top5_acc": 0.98, "loss_cls": 0.84313, "loss": 0.84313, "time": 0.22492} {"mode": "train", "epoch": 32, "iter": 700, "lr": 0.02241, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82812, "top5_acc": 0.97375, "loss_cls": 0.85593, "loss": 0.85593, "time": 0.22444} {"mode": "train", "epoch": 32, "iter": 800, "lr": 0.02241, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83312, "top5_acc": 0.97938, "loss_cls": 0.77761, "loss": 0.77761, "time": 0.22447} {"mode": "train", "epoch": 32, "iter": 900, "lr": 0.0224, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81062, "top5_acc": 0.9775, "loss_cls": 0.86282, "loss": 0.86282, "time": 0.22515} {"mode": "train", "epoch": 32, "iter": 1000, "lr": 0.02239, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.82812, "top5_acc": 0.97688, "loss_cls": 0.82343, "loss": 0.82343, "time": 0.22549} {"mode": "train", "epoch": 32, "iter": 1100, "lr": 0.02239, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84, "top5_acc": 0.97438, "loss_cls": 0.82156, "loss": 0.82156, "time": 0.22526} {"mode": "train", "epoch": 32, "iter": 1200, "lr": 0.02238, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83688, "top5_acc": 0.97875, "loss_cls": 0.78308, "loss": 0.78308, "time": 0.22426} {"mode": "train", "epoch": 32, "iter": 1300, "lr": 0.02237, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8175, "top5_acc": 0.9725, "loss_cls": 0.86499, "loss": 0.86499, "time": 0.2248} {"mode": "train", "epoch": 32, "iter": 1400, "lr": 0.02237, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83812, "top5_acc": 0.975, "loss_cls": 0.78274, "loss": 0.78274, "time": 0.22575} {"mode": "train", "epoch": 32, "iter": 1500, "lr": 0.02236, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82875, "top5_acc": 0.97812, "loss_cls": 0.83861, "loss": 0.83861, "time": 0.22407} {"mode": "train", "epoch": 32, "iter": 1600, "lr": 0.02235, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81375, "top5_acc": 0.97312, "loss_cls": 0.85926, "loss": 0.85926, "time": 0.22479} {"mode": "train", "epoch": 32, "iter": 1700, "lr": 0.02235, "memory": 6525, "data_time": 0.00038, "top1_acc": 0.81188, "top5_acc": 0.9775, "loss_cls": 0.88367, "loss": 0.88367, "time": 0.22479} {"mode": "train", "epoch": 32, "iter": 1800, "lr": 0.02234, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8225, "top5_acc": 0.97562, "loss_cls": 0.83844, "loss": 0.83844, "time": 0.22526} {"mode": "train", "epoch": 32, "iter": 1900, "lr": 0.02234, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81625, "top5_acc": 0.97375, "loss_cls": 0.87239, "loss": 0.87239, "time": 0.22453} {"mode": "train", "epoch": 32, "iter": 2000, "lr": 0.02233, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8175, "top5_acc": 0.96562, "loss_cls": 0.889, "loss": 0.889, "time": 0.22525} {"mode": "train", "epoch": 32, "iter": 2100, "lr": 0.02232, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81188, "top5_acc": 0.97375, "loss_cls": 0.88766, "loss": 0.88766, "time": 0.22522} {"mode": "train", "epoch": 32, "iter": 2200, "lr": 0.02232, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.81875, "top5_acc": 0.98125, "loss_cls": 0.83783, "loss": 0.83783, "time": 0.22488} {"mode": "train", "epoch": 32, "iter": 2300, "lr": 0.02231, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83438, "top5_acc": 0.97688, "loss_cls": 0.80023, "loss": 0.80023, "time": 0.22487} {"mode": "train", "epoch": 32, "iter": 2400, "lr": 0.0223, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83438, "top5_acc": 0.97938, "loss_cls": 0.80686, "loss": 0.80686, "time": 0.22523} {"mode": "train", "epoch": 32, "iter": 2500, "lr": 0.0223, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81312, "top5_acc": 0.97, "loss_cls": 0.8623, "loss": 0.8623, "time": 0.22618} {"mode": "val", "epoch": 32, "iter": 1031, "lr": 0.0223, "top1_acc": 0.74713, "top5_acc": 0.94808} {"mode": "train", "epoch": 33, "iter": 100, "lr": 0.02229, "memory": 6525, "data_time": 0.18797, "top1_acc": 0.84125, "top5_acc": 0.975, "loss_cls": 0.80255, "loss": 0.80255, "time": 0.41222} {"mode": "train", "epoch": 33, "iter": 200, "lr": 0.02228, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8275, "top5_acc": 0.97875, "loss_cls": 0.81175, "loss": 0.81175, "time": 0.22499} {"mode": "train", "epoch": 33, "iter": 300, "lr": 0.02228, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84625, "top5_acc": 0.98062, "loss_cls": 0.7184, "loss": 0.7184, "time": 0.22444} {"mode": "train", "epoch": 33, "iter": 400, "lr": 0.02227, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.855, "top5_acc": 0.98188, "loss_cls": 0.7174, "loss": 0.7174, "time": 0.22425} {"mode": "train", "epoch": 33, "iter": 500, "lr": 0.02226, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85, "top5_acc": 0.98125, "loss_cls": 0.75357, "loss": 0.75357, "time": 0.22451} {"mode": "train", "epoch": 33, "iter": 600, "lr": 0.02226, "memory": 6525, "data_time": 0.00037, "top1_acc": 0.81375, "top5_acc": 0.97562, "loss_cls": 0.86212, "loss": 0.86212, "time": 0.22436} {"mode": "train", "epoch": 33, "iter": 700, "lr": 0.02225, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84938, "top5_acc": 0.98, "loss_cls": 0.73821, "loss": 0.73821, "time": 0.22452} {"mode": "train", "epoch": 33, "iter": 800, "lr": 0.02224, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.815, "top5_acc": 0.96875, "loss_cls": 0.89137, "loss": 0.89137, "time": 0.22469} {"mode": "train", "epoch": 33, "iter": 900, "lr": 0.02224, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83688, "top5_acc": 0.98, "loss_cls": 0.76368, "loss": 0.76368, "time": 0.22488} {"mode": "train", "epoch": 33, "iter": 1000, "lr": 0.02223, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80812, "top5_acc": 0.97812, "loss_cls": 0.8873, "loss": 0.8873, "time": 0.22503} {"mode": "train", "epoch": 33, "iter": 1100, "lr": 0.02222, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.83062, "top5_acc": 0.97875, "loss_cls": 0.81341, "loss": 0.81341, "time": 0.2245} {"mode": "train", "epoch": 33, "iter": 1200, "lr": 0.02222, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82188, "top5_acc": 0.97375, "loss_cls": 0.82777, "loss": 0.82777, "time": 0.22458} {"mode": "train", "epoch": 33, "iter": 1300, "lr": 0.02221, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80188, "top5_acc": 0.97875, "loss_cls": 0.8873, "loss": 0.8873, "time": 0.22595} {"mode": "train", "epoch": 33, "iter": 1400, "lr": 0.0222, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81, "top5_acc": 0.96625, "loss_cls": 0.9308, "loss": 0.9308, "time": 0.22646} {"mode": "train", "epoch": 33, "iter": 1500, "lr": 0.0222, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82062, "top5_acc": 0.97125, "loss_cls": 0.86511, "loss": 0.86511, "time": 0.22496} {"mode": "train", "epoch": 33, "iter": 1600, "lr": 0.02219, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8175, "top5_acc": 0.97188, "loss_cls": 0.83331, "loss": 0.83331, "time": 0.2254} {"mode": "train", "epoch": 33, "iter": 1700, "lr": 0.02218, "memory": 6525, "data_time": 0.00041, "top1_acc": 0.82312, "top5_acc": 0.97875, "loss_cls": 0.83288, "loss": 0.83288, "time": 0.22486} {"mode": "train", "epoch": 33, "iter": 1800, "lr": 0.02218, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83688, "top5_acc": 0.98062, "loss_cls": 0.74159, "loss": 0.74159, "time": 0.22591} {"mode": "train", "epoch": 33, "iter": 1900, "lr": 0.02217, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.8225, "top5_acc": 0.97812, "loss_cls": 0.81578, "loss": 0.81578, "time": 0.22502} {"mode": "train", "epoch": 33, "iter": 2000, "lr": 0.02217, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8175, "top5_acc": 0.97375, "loss_cls": 0.89076, "loss": 0.89076, "time": 0.22502} {"mode": "train", "epoch": 33, "iter": 2100, "lr": 0.02216, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82125, "top5_acc": 0.98062, "loss_cls": 0.81277, "loss": 0.81277, "time": 0.22547} {"mode": "train", "epoch": 33, "iter": 2200, "lr": 0.02215, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8275, "top5_acc": 0.97312, "loss_cls": 0.83991, "loss": 0.83991, "time": 0.22609} {"mode": "train", "epoch": 33, "iter": 2300, "lr": 0.02215, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.79938, "top5_acc": 0.97312, "loss_cls": 0.91282, "loss": 0.91282, "time": 0.22511} {"mode": "train", "epoch": 33, "iter": 2400, "lr": 0.02214, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81438, "top5_acc": 0.975, "loss_cls": 0.87067, "loss": 0.87067, "time": 0.22451} {"mode": "train", "epoch": 33, "iter": 2500, "lr": 0.02213, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83188, "top5_acc": 0.97, "loss_cls": 0.85064, "loss": 0.85064, "time": 0.22517} {"mode": "val", "epoch": 33, "iter": 1031, "lr": 0.02213, "top1_acc": 0.7714, "top5_acc": 0.9627} {"mode": "train", "epoch": 34, "iter": 100, "lr": 0.02212, "memory": 6525, "data_time": 0.1839, "top1_acc": 0.83625, "top5_acc": 0.98, "loss_cls": 0.76173, "loss": 0.76173, "time": 0.40941} {"mode": "train", "epoch": 34, "iter": 200, "lr": 0.02212, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8325, "top5_acc": 0.97938, "loss_cls": 0.80082, "loss": 0.80082, "time": 0.22604} {"mode": "train", "epoch": 34, "iter": 300, "lr": 0.02211, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.825, "top5_acc": 0.9775, "loss_cls": 0.83407, "loss": 0.83407, "time": 0.22472} {"mode": "train", "epoch": 34, "iter": 400, "lr": 0.0221, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84812, "top5_acc": 0.98375, "loss_cls": 0.74088, "loss": 0.74088, "time": 0.22591} {"mode": "train", "epoch": 34, "iter": 500, "lr": 0.0221, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8475, "top5_acc": 0.98312, "loss_cls": 0.72599, "loss": 0.72599, "time": 0.22582} {"mode": "train", "epoch": 34, "iter": 600, "lr": 0.02209, "memory": 6525, "data_time": 0.00038, "top1_acc": 0.81312, "top5_acc": 0.97438, "loss_cls": 0.86149, "loss": 0.86149, "time": 0.22564} {"mode": "train", "epoch": 34, "iter": 700, "lr": 0.02208, "memory": 6525, "data_time": 0.00038, "top1_acc": 0.84312, "top5_acc": 0.97062, "loss_cls": 0.77617, "loss": 0.77617, "time": 0.22553} {"mode": "train", "epoch": 34, "iter": 800, "lr": 0.02208, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82938, "top5_acc": 0.97562, "loss_cls": 0.80384, "loss": 0.80384, "time": 0.22541} {"mode": "train", "epoch": 34, "iter": 900, "lr": 0.02207, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81562, "top5_acc": 0.97625, "loss_cls": 0.84071, "loss": 0.84071, "time": 0.22595} {"mode": "train", "epoch": 34, "iter": 1000, "lr": 0.02206, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82688, "top5_acc": 0.97562, "loss_cls": 0.83273, "loss": 0.83273, "time": 0.22548} {"mode": "train", "epoch": 34, "iter": 1100, "lr": 0.02206, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83, "top5_acc": 0.9725, "loss_cls": 0.77684, "loss": 0.77684, "time": 0.22437} {"mode": "train", "epoch": 34, "iter": 1200, "lr": 0.02205, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82188, "top5_acc": 0.98125, "loss_cls": 0.83158, "loss": 0.83158, "time": 0.22479} {"mode": "train", "epoch": 34, "iter": 1300, "lr": 0.02204, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81375, "top5_acc": 0.9725, "loss_cls": 0.86438, "loss": 0.86438, "time": 0.226} {"mode": "train", "epoch": 34, "iter": 1400, "lr": 0.02204, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82188, "top5_acc": 0.97375, "loss_cls": 0.82503, "loss": 0.82503, "time": 0.2246} {"mode": "train", "epoch": 34, "iter": 1500, "lr": 0.02203, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.82375, "top5_acc": 0.97562, "loss_cls": 0.85374, "loss": 0.85374, "time": 0.2251} {"mode": "train", "epoch": 34, "iter": 1600, "lr": 0.02202, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83375, "top5_acc": 0.98375, "loss_cls": 0.78135, "loss": 0.78135, "time": 0.22409} {"mode": "train", "epoch": 34, "iter": 1700, "lr": 0.02202, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82375, "top5_acc": 0.97812, "loss_cls": 0.81369, "loss": 0.81369, "time": 0.22462} {"mode": "train", "epoch": 34, "iter": 1800, "lr": 0.02201, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80375, "top5_acc": 0.97, "loss_cls": 0.90013, "loss": 0.90013, "time": 0.22518} {"mode": "train", "epoch": 34, "iter": 1900, "lr": 0.022, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82375, "top5_acc": 0.97875, "loss_cls": 0.82567, "loss": 0.82567, "time": 0.22549} {"mode": "train", "epoch": 34, "iter": 2000, "lr": 0.022, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.825, "top5_acc": 0.97812, "loss_cls": 0.79236, "loss": 0.79236, "time": 0.225} {"mode": "train", "epoch": 34, "iter": 2100, "lr": 0.02199, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82438, "top5_acc": 0.9775, "loss_cls": 0.83125, "loss": 0.83125, "time": 0.22478} {"mode": "train", "epoch": 34, "iter": 2200, "lr": 0.02198, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.81812, "top5_acc": 0.97438, "loss_cls": 0.84765, "loss": 0.84765, "time": 0.22548} {"mode": "train", "epoch": 34, "iter": 2300, "lr": 0.02198, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81875, "top5_acc": 0.98, "loss_cls": 0.81121, "loss": 0.81121, "time": 0.22484} {"mode": "train", "epoch": 34, "iter": 2400, "lr": 0.02197, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80062, "top5_acc": 0.97312, "loss_cls": 0.91115, "loss": 0.91115, "time": 0.2261} {"mode": "train", "epoch": 34, "iter": 2500, "lr": 0.02196, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83, "top5_acc": 0.97938, "loss_cls": 0.81444, "loss": 0.81444, "time": 0.2259} {"mode": "val", "epoch": 34, "iter": 1031, "lr": 0.02196, "top1_acc": 0.74707, "top5_acc": 0.94626} {"mode": "train", "epoch": 35, "iter": 100, "lr": 0.02196, "memory": 6525, "data_time": 0.18937, "top1_acc": 0.82688, "top5_acc": 0.98062, "loss_cls": 0.81095, "loss": 0.81095, "time": 0.41502} {"mode": "train", "epoch": 35, "iter": 200, "lr": 0.02195, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.83438, "top5_acc": 0.9825, "loss_cls": 0.77294, "loss": 0.77294, "time": 0.22511} {"mode": "train", "epoch": 35, "iter": 300, "lr": 0.02194, "memory": 6525, "data_time": 0.0004, "top1_acc": 0.84125, "top5_acc": 0.98188, "loss_cls": 0.79695, "loss": 0.79695, "time": 0.22523} {"mode": "train", "epoch": 35, "iter": 400, "lr": 0.02194, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.835, "top5_acc": 0.97375, "loss_cls": 0.78315, "loss": 0.78315, "time": 0.22604} {"mode": "train", "epoch": 35, "iter": 500, "lr": 0.02193, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83938, "top5_acc": 0.97688, "loss_cls": 0.75203, "loss": 0.75203, "time": 0.22534} {"mode": "train", "epoch": 35, "iter": 600, "lr": 0.02192, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83062, "top5_acc": 0.97625, "loss_cls": 0.80457, "loss": 0.80457, "time": 0.22514} {"mode": "train", "epoch": 35, "iter": 700, "lr": 0.02191, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82938, "top5_acc": 0.97438, "loss_cls": 0.78702, "loss": 0.78702, "time": 0.2257} {"mode": "train", "epoch": 35, "iter": 800, "lr": 0.02191, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83375, "top5_acc": 0.97312, "loss_cls": 0.82525, "loss": 0.82525, "time": 0.2243} {"mode": "train", "epoch": 35, "iter": 900, "lr": 0.0219, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83562, "top5_acc": 0.97812, "loss_cls": 0.8124, "loss": 0.8124, "time": 0.22474} {"mode": "train", "epoch": 35, "iter": 1000, "lr": 0.02189, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.82688, "top5_acc": 0.98, "loss_cls": 0.80013, "loss": 0.80013, "time": 0.2263} {"mode": "train", "epoch": 35, "iter": 1100, "lr": 0.02189, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83125, "top5_acc": 0.975, "loss_cls": 0.79056, "loss": 0.79056, "time": 0.22441} {"mode": "train", "epoch": 35, "iter": 1200, "lr": 0.02188, "memory": 6525, "data_time": 0.00039, "top1_acc": 0.83188, "top5_acc": 0.97938, "loss_cls": 0.80769, "loss": 0.80769, "time": 0.22512} {"mode": "train", "epoch": 35, "iter": 1300, "lr": 0.02187, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83062, "top5_acc": 0.97562, "loss_cls": 0.80054, "loss": 0.80054, "time": 0.22493} {"mode": "train", "epoch": 35, "iter": 1400, "lr": 0.02187, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82, "top5_acc": 0.98188, "loss_cls": 0.78964, "loss": 0.78964, "time": 0.22586} {"mode": "train", "epoch": 35, "iter": 1500, "lr": 0.02186, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81812, "top5_acc": 0.97938, "loss_cls": 0.85112, "loss": 0.85112, "time": 0.22531} {"mode": "train", "epoch": 35, "iter": 1600, "lr": 0.02185, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85125, "top5_acc": 0.97312, "loss_cls": 0.79713, "loss": 0.79713, "time": 0.22526} {"mode": "train", "epoch": 35, "iter": 1700, "lr": 0.02185, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83375, "top5_acc": 0.98, "loss_cls": 0.78441, "loss": 0.78441, "time": 0.22498} {"mode": "train", "epoch": 35, "iter": 1800, "lr": 0.02184, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82438, "top5_acc": 0.975, "loss_cls": 0.83367, "loss": 0.83367, "time": 0.22533} {"mode": "train", "epoch": 35, "iter": 1900, "lr": 0.02183, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83875, "top5_acc": 0.97938, "loss_cls": 0.76524, "loss": 0.76524, "time": 0.22595} {"mode": "train", "epoch": 35, "iter": 2000, "lr": 0.02182, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83438, "top5_acc": 0.97625, "loss_cls": 0.81828, "loss": 0.81828, "time": 0.22469} {"mode": "train", "epoch": 35, "iter": 2100, "lr": 0.02182, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82188, "top5_acc": 0.97562, "loss_cls": 0.86379, "loss": 0.86379, "time": 0.22526} {"mode": "train", "epoch": 35, "iter": 2200, "lr": 0.02181, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8075, "top5_acc": 0.97312, "loss_cls": 0.88857, "loss": 0.88857, "time": 0.22523} {"mode": "train", "epoch": 35, "iter": 2300, "lr": 0.0218, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.805, "top5_acc": 0.97562, "loss_cls": 0.89348, "loss": 0.89348, "time": 0.22535} {"mode": "train", "epoch": 35, "iter": 2400, "lr": 0.0218, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81375, "top5_acc": 0.975, "loss_cls": 0.86527, "loss": 0.86527, "time": 0.2257} {"mode": "train", "epoch": 35, "iter": 2500, "lr": 0.02179, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8275, "top5_acc": 0.97188, "loss_cls": 0.82157, "loss": 0.82157, "time": 0.22468} {"mode": "val", "epoch": 35, "iter": 1031, "lr": 0.02179, "top1_acc": 0.76618, "top5_acc": 0.95888} {"mode": "train", "epoch": 36, "iter": 100, "lr": 0.02178, "memory": 6525, "data_time": 0.17943, "top1_acc": 0.82062, "top5_acc": 0.97625, "loss_cls": 0.81146, "loss": 0.81146, "time": 0.40585} {"mode": "train", "epoch": 36, "iter": 200, "lr": 0.02178, "memory": 6525, "data_time": 0.00038, "top1_acc": 0.83812, "top5_acc": 0.97562, "loss_cls": 0.7982, "loss": 0.7982, "time": 0.22517} {"mode": "train", "epoch": 36, "iter": 300, "lr": 0.02177, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.825, "top5_acc": 0.97312, "loss_cls": 0.79579, "loss": 0.79579, "time": 0.22467} {"mode": "train", "epoch": 36, "iter": 400, "lr": 0.02176, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.83062, "top5_acc": 0.97938, "loss_cls": 0.76148, "loss": 0.76148, "time": 0.22422} {"mode": "train", "epoch": 36, "iter": 500, "lr": 0.02175, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.85375, "top5_acc": 0.98, "loss_cls": 0.74178, "loss": 0.74178, "time": 0.22648} {"mode": "train", "epoch": 36, "iter": 600, "lr": 0.02175, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83062, "top5_acc": 0.98125, "loss_cls": 0.79864, "loss": 0.79864, "time": 0.22549} {"mode": "train", "epoch": 36, "iter": 700, "lr": 0.02174, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.835, "top5_acc": 0.98062, "loss_cls": 0.78885, "loss": 0.78885, "time": 0.22591} {"mode": "train", "epoch": 36, "iter": 800, "lr": 0.02173, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84562, "top5_acc": 0.97812, "loss_cls": 0.74677, "loss": 0.74677, "time": 0.22474} {"mode": "train", "epoch": 36, "iter": 900, "lr": 0.02173, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82688, "top5_acc": 0.98062, "loss_cls": 0.8429, "loss": 0.8429, "time": 0.22428} {"mode": "train", "epoch": 36, "iter": 1000, "lr": 0.02172, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82812, "top5_acc": 0.98188, "loss_cls": 0.82508, "loss": 0.82508, "time": 0.22546} {"mode": "train", "epoch": 36, "iter": 1100, "lr": 0.02171, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.835, "top5_acc": 0.97562, "loss_cls": 0.78704, "loss": 0.78704, "time": 0.2252} {"mode": "train", "epoch": 36, "iter": 1200, "lr": 0.02171, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8225, "top5_acc": 0.98, "loss_cls": 0.79296, "loss": 0.79296, "time": 0.22616} {"mode": "train", "epoch": 36, "iter": 1300, "lr": 0.0217, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.83375, "top5_acc": 0.97688, "loss_cls": 0.79655, "loss": 0.79655, "time": 0.22622} {"mode": "train", "epoch": 36, "iter": 1400, "lr": 0.02169, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82, "top5_acc": 0.97562, "loss_cls": 0.83301, "loss": 0.83301, "time": 0.2254} {"mode": "train", "epoch": 36, "iter": 1500, "lr": 0.02168, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8075, "top5_acc": 0.97562, "loss_cls": 0.86665, "loss": 0.86665, "time": 0.22525} {"mode": "train", "epoch": 36, "iter": 1600, "lr": 0.02168, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8025, "top5_acc": 0.9725, "loss_cls": 0.90042, "loss": 0.90042, "time": 0.22542} {"mode": "train", "epoch": 36, "iter": 1700, "lr": 0.02167, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.835, "top5_acc": 0.98188, "loss_cls": 0.77319, "loss": 0.77319, "time": 0.22537} {"mode": "train", "epoch": 36, "iter": 1800, "lr": 0.02166, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.83938, "top5_acc": 0.97688, "loss_cls": 0.77231, "loss": 0.77231, "time": 0.2258} {"mode": "train", "epoch": 36, "iter": 1900, "lr": 0.02166, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.83125, "top5_acc": 0.97812, "loss_cls": 0.81155, "loss": 0.81155, "time": 0.22499} {"mode": "train", "epoch": 36, "iter": 2000, "lr": 0.02165, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82562, "top5_acc": 0.97688, "loss_cls": 0.81136, "loss": 0.81136, "time": 0.22584} {"mode": "train", "epoch": 36, "iter": 2100, "lr": 0.02164, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82875, "top5_acc": 0.9775, "loss_cls": 0.82385, "loss": 0.82385, "time": 0.22437} {"mode": "train", "epoch": 36, "iter": 2200, "lr": 0.02163, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82188, "top5_acc": 0.97312, "loss_cls": 0.8381, "loss": 0.8381, "time": 0.22532} {"mode": "train", "epoch": 36, "iter": 2300, "lr": 0.02163, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82438, "top5_acc": 0.9725, "loss_cls": 0.80946, "loss": 0.80946, "time": 0.22477} {"mode": "train", "epoch": 36, "iter": 2400, "lr": 0.02162, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83688, "top5_acc": 0.97875, "loss_cls": 0.79391, "loss": 0.79391, "time": 0.22553} {"mode": "train", "epoch": 36, "iter": 2500, "lr": 0.02161, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8225, "top5_acc": 0.9725, "loss_cls": 0.85307, "loss": 0.85307, "time": 0.22483} {"mode": "val", "epoch": 36, "iter": 1031, "lr": 0.02161, "top1_acc": 0.77989, "top5_acc": 0.96464} {"mode": "train", "epoch": 37, "iter": 100, "lr": 0.02161, "memory": 6525, "data_time": 0.187, "top1_acc": 0.83375, "top5_acc": 0.98125, "loss_cls": 0.78631, "loss": 0.78631, "time": 0.4121} {"mode": "train", "epoch": 37, "iter": 200, "lr": 0.0216, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83562, "top5_acc": 0.98062, "loss_cls": 0.74668, "loss": 0.74668, "time": 0.22479} {"mode": "train", "epoch": 37, "iter": 300, "lr": 0.02159, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84875, "top5_acc": 0.9825, "loss_cls": 0.74496, "loss": 0.74496, "time": 0.2245} {"mode": "train", "epoch": 37, "iter": 400, "lr": 0.02158, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.81812, "top5_acc": 0.97188, "loss_cls": 0.84835, "loss": 0.84835, "time": 0.22562} {"mode": "train", "epoch": 37, "iter": 500, "lr": 0.02158, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83, "top5_acc": 0.97438, "loss_cls": 0.8354, "loss": 0.8354, "time": 0.22355} {"mode": "train", "epoch": 37, "iter": 600, "lr": 0.02157, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84312, "top5_acc": 0.98188, "loss_cls": 0.76203, "loss": 0.76203, "time": 0.22594} {"mode": "train", "epoch": 37, "iter": 700, "lr": 0.02156, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83125, "top5_acc": 0.9775, "loss_cls": 0.79483, "loss": 0.79483, "time": 0.22576} {"mode": "train", "epoch": 37, "iter": 800, "lr": 0.02155, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81625, "top5_acc": 0.97562, "loss_cls": 0.84706, "loss": 0.84706, "time": 0.22511} {"mode": "train", "epoch": 37, "iter": 900, "lr": 0.02155, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.83125, "top5_acc": 0.97875, "loss_cls": 0.78111, "loss": 0.78111, "time": 0.22456} {"mode": "train", "epoch": 37, "iter": 1000, "lr": 0.02154, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8275, "top5_acc": 0.98062, "loss_cls": 0.79136, "loss": 0.79136, "time": 0.22438} {"mode": "train", "epoch": 37, "iter": 1100, "lr": 0.02153, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83312, "top5_acc": 0.98188, "loss_cls": 0.77412, "loss": 0.77412, "time": 0.22518} {"mode": "train", "epoch": 37, "iter": 1200, "lr": 0.02153, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.82312, "top5_acc": 0.9775, "loss_cls": 0.80813, "loss": 0.80813, "time": 0.22654} {"mode": "train", "epoch": 37, "iter": 1300, "lr": 0.02152, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8175, "top5_acc": 0.97938, "loss_cls": 0.82899, "loss": 0.82899, "time": 0.22554} {"mode": "train", "epoch": 37, "iter": 1400, "lr": 0.02151, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81875, "top5_acc": 0.97812, "loss_cls": 0.8526, "loss": 0.8526, "time": 0.2259} {"mode": "train", "epoch": 37, "iter": 1500, "lr": 0.0215, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82938, "top5_acc": 0.98562, "loss_cls": 0.80557, "loss": 0.80557, "time": 0.2245} {"mode": "train", "epoch": 37, "iter": 1600, "lr": 0.0215, "memory": 6525, "data_time": 0.00039, "top1_acc": 0.84625, "top5_acc": 0.97812, "loss_cls": 0.73873, "loss": 0.73873, "time": 0.22554} {"mode": "train", "epoch": 37, "iter": 1700, "lr": 0.02149, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81625, "top5_acc": 0.97625, "loss_cls": 0.84469, "loss": 0.84469, "time": 0.22472} {"mode": "train", "epoch": 37, "iter": 1800, "lr": 0.02148, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83812, "top5_acc": 0.98, "loss_cls": 0.72888, "loss": 0.72888, "time": 0.2256} {"mode": "train", "epoch": 37, "iter": 1900, "lr": 0.02148, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83375, "top5_acc": 0.97688, "loss_cls": 0.78464, "loss": 0.78464, "time": 0.22503} {"mode": "train", "epoch": 37, "iter": 2000, "lr": 0.02147, "memory": 6525, "data_time": 0.00043, "top1_acc": 0.85125, "top5_acc": 0.97938, "loss_cls": 0.75492, "loss": 0.75492, "time": 0.22589} {"mode": "train", "epoch": 37, "iter": 2100, "lr": 0.02146, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.825, "top5_acc": 0.98375, "loss_cls": 0.80878, "loss": 0.80878, "time": 0.22465} {"mode": "train", "epoch": 37, "iter": 2200, "lr": 0.02145, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83188, "top5_acc": 0.97938, "loss_cls": 0.79195, "loss": 0.79195, "time": 0.22458} {"mode": "train", "epoch": 37, "iter": 2300, "lr": 0.02145, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82312, "top5_acc": 0.97688, "loss_cls": 0.82938, "loss": 0.82938, "time": 0.22615} {"mode": "train", "epoch": 37, "iter": 2400, "lr": 0.02144, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83375, "top5_acc": 0.975, "loss_cls": 0.81597, "loss": 0.81597, "time": 0.22501} {"mode": "train", "epoch": 37, "iter": 2500, "lr": 0.02143, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83375, "top5_acc": 0.97625, "loss_cls": 0.82853, "loss": 0.82853, "time": 0.22503} {"mode": "val", "epoch": 37, "iter": 1031, "lr": 0.02143, "top1_acc": 0.7717, "top5_acc": 0.95918} {"mode": "train", "epoch": 38, "iter": 100, "lr": 0.02142, "memory": 6525, "data_time": 0.18042, "top1_acc": 0.845, "top5_acc": 0.9825, "loss_cls": 0.76527, "loss": 0.76527, "time": 0.40526} {"mode": "train", "epoch": 38, "iter": 200, "lr": 0.02142, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.83125, "top5_acc": 0.97438, "loss_cls": 0.80854, "loss": 0.80854, "time": 0.22653} {"mode": "train", "epoch": 38, "iter": 300, "lr": 0.02141, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85062, "top5_acc": 0.98125, "loss_cls": 0.74637, "loss": 0.74637, "time": 0.22482} {"mode": "train", "epoch": 38, "iter": 400, "lr": 0.0214, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85375, "top5_acc": 0.97562, "loss_cls": 0.7456, "loss": 0.7456, "time": 0.22561} {"mode": "train", "epoch": 38, "iter": 500, "lr": 0.02139, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84062, "top5_acc": 0.98188, "loss_cls": 0.7507, "loss": 0.7507, "time": 0.22557} {"mode": "train", "epoch": 38, "iter": 600, "lr": 0.02139, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84188, "top5_acc": 0.9775, "loss_cls": 0.77721, "loss": 0.77721, "time": 0.22499} {"mode": "train", "epoch": 38, "iter": 700, "lr": 0.02138, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84125, "top5_acc": 0.98, "loss_cls": 0.74049, "loss": 0.74049, "time": 0.22566} {"mode": "train", "epoch": 38, "iter": 800, "lr": 0.02137, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.84625, "top5_acc": 0.98625, "loss_cls": 0.7383, "loss": 0.7383, "time": 0.22541} {"mode": "train", "epoch": 38, "iter": 900, "lr": 0.02136, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84812, "top5_acc": 0.97438, "loss_cls": 0.76834, "loss": 0.76834, "time": 0.2256} {"mode": "train", "epoch": 38, "iter": 1000, "lr": 0.02136, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83875, "top5_acc": 0.975, "loss_cls": 0.82914, "loss": 0.82914, "time": 0.22452} {"mode": "train", "epoch": 38, "iter": 1100, "lr": 0.02135, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83562, "top5_acc": 0.97062, "loss_cls": 0.85996, "loss": 0.85996, "time": 0.22518} {"mode": "train", "epoch": 38, "iter": 1200, "lr": 0.02134, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82812, "top5_acc": 0.98188, "loss_cls": 0.81451, "loss": 0.81451, "time": 0.22573} {"mode": "train", "epoch": 38, "iter": 1300, "lr": 0.02134, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.845, "top5_acc": 0.98, "loss_cls": 0.74469, "loss": 0.74469, "time": 0.22471} {"mode": "train", "epoch": 38, "iter": 1400, "lr": 0.02133, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.845, "top5_acc": 0.98438, "loss_cls": 0.73526, "loss": 0.73526, "time": 0.22599} {"mode": "train", "epoch": 38, "iter": 1500, "lr": 0.02132, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83438, "top5_acc": 0.97062, "loss_cls": 0.84106, "loss": 0.84106, "time": 0.2247} {"mode": "train", "epoch": 38, "iter": 1600, "lr": 0.02131, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83062, "top5_acc": 0.98188, "loss_cls": 0.81075, "loss": 0.81075, "time": 0.22618} {"mode": "train", "epoch": 38, "iter": 1700, "lr": 0.02131, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8325, "top5_acc": 0.975, "loss_cls": 0.77759, "loss": 0.77759, "time": 0.22423} {"mode": "train", "epoch": 38, "iter": 1800, "lr": 0.0213, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82312, "top5_acc": 0.975, "loss_cls": 0.81853, "loss": 0.81853, "time": 0.22534} {"mode": "train", "epoch": 38, "iter": 1900, "lr": 0.02129, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8225, "top5_acc": 0.97625, "loss_cls": 0.83222, "loss": 0.83222, "time": 0.22484} {"mode": "train", "epoch": 38, "iter": 2000, "lr": 0.02128, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83125, "top5_acc": 0.98, "loss_cls": 0.80453, "loss": 0.80453, "time": 0.22482} {"mode": "train", "epoch": 38, "iter": 2100, "lr": 0.02128, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.81688, "top5_acc": 0.97688, "loss_cls": 0.85724, "loss": 0.85724, "time": 0.22568} {"mode": "train", "epoch": 38, "iter": 2200, "lr": 0.02127, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8375, "top5_acc": 0.97812, "loss_cls": 0.82356, "loss": 0.82356, "time": 0.22556} {"mode": "train", "epoch": 38, "iter": 2300, "lr": 0.02126, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.82688, "top5_acc": 0.97375, "loss_cls": 0.82805, "loss": 0.82805, "time": 0.22537} {"mode": "train", "epoch": 38, "iter": 2400, "lr": 0.02125, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83062, "top5_acc": 0.97312, "loss_cls": 0.79848, "loss": 0.79848, "time": 0.22385} {"mode": "train", "epoch": 38, "iter": 2500, "lr": 0.02125, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82562, "top5_acc": 0.97312, "loss_cls": 0.83916, "loss": 0.83916, "time": 0.22399} {"mode": "val", "epoch": 38, "iter": 1031, "lr": 0.02125, "top1_acc": 0.77546, "top5_acc": 0.95645} {"mode": "train", "epoch": 39, "iter": 100, "lr": 0.02124, "memory": 6525, "data_time": 0.18585, "top1_acc": 0.83188, "top5_acc": 0.97375, "loss_cls": 0.81668, "loss": 0.81668, "time": 0.41156} {"mode": "train", "epoch": 39, "iter": 200, "lr": 0.02123, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84812, "top5_acc": 0.97875, "loss_cls": 0.7241, "loss": 0.7241, "time": 0.22544} {"mode": "train", "epoch": 39, "iter": 300, "lr": 0.02122, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83438, "top5_acc": 0.9775, "loss_cls": 0.78506, "loss": 0.78506, "time": 0.22453} {"mode": "train", "epoch": 39, "iter": 400, "lr": 0.02122, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.845, "top5_acc": 0.985, "loss_cls": 0.73578, "loss": 0.73578, "time": 0.22487} {"mode": "train", "epoch": 39, "iter": 500, "lr": 0.02121, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82062, "top5_acc": 0.9825, "loss_cls": 0.80972, "loss": 0.80972, "time": 0.22439} {"mode": "train", "epoch": 39, "iter": 600, "lr": 0.0212, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83438, "top5_acc": 0.9775, "loss_cls": 0.79428, "loss": 0.79428, "time": 0.22569} {"mode": "train", "epoch": 39, "iter": 700, "lr": 0.02119, "memory": 6525, "data_time": 0.00037, "top1_acc": 0.83188, "top5_acc": 0.98312, "loss_cls": 0.76766, "loss": 0.76766, "time": 0.22541} {"mode": "train", "epoch": 39, "iter": 800, "lr": 0.02119, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83312, "top5_acc": 0.98375, "loss_cls": 0.79342, "loss": 0.79342, "time": 0.22528} {"mode": "train", "epoch": 39, "iter": 900, "lr": 0.02118, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.82375, "top5_acc": 0.97938, "loss_cls": 0.84119, "loss": 0.84119, "time": 0.2255} {"mode": "train", "epoch": 39, "iter": 1000, "lr": 0.02117, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84062, "top5_acc": 0.98125, "loss_cls": 0.7742, "loss": 0.7742, "time": 0.22576} {"mode": "train", "epoch": 39, "iter": 1100, "lr": 0.02116, "memory": 6525, "data_time": 0.00037, "top1_acc": 0.84188, "top5_acc": 0.97688, "loss_cls": 0.77679, "loss": 0.77679, "time": 0.22567} {"mode": "train", "epoch": 39, "iter": 1200, "lr": 0.02116, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82562, "top5_acc": 0.97562, "loss_cls": 0.82001, "loss": 0.82001, "time": 0.22399} {"mode": "train", "epoch": 39, "iter": 1300, "lr": 0.02115, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84125, "top5_acc": 0.97812, "loss_cls": 0.74599, "loss": 0.74599, "time": 0.22456} {"mode": "train", "epoch": 39, "iter": 1400, "lr": 0.02114, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.845, "top5_acc": 0.98188, "loss_cls": 0.74253, "loss": 0.74253, "time": 0.22551} {"mode": "train", "epoch": 39, "iter": 1500, "lr": 0.02113, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.845, "top5_acc": 0.98438, "loss_cls": 0.73967, "loss": 0.73967, "time": 0.22506} {"mode": "train", "epoch": 39, "iter": 1600, "lr": 0.02113, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82438, "top5_acc": 0.97812, "loss_cls": 0.80539, "loss": 0.80539, "time": 0.22504} {"mode": "train", "epoch": 39, "iter": 1700, "lr": 0.02112, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85562, "top5_acc": 0.97938, "loss_cls": 0.7107, "loss": 0.7107, "time": 0.22515} {"mode": "train", "epoch": 39, "iter": 1800, "lr": 0.02111, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.82375, "top5_acc": 0.97312, "loss_cls": 0.81961, "loss": 0.81961, "time": 0.22496} {"mode": "train", "epoch": 39, "iter": 1900, "lr": 0.0211, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81938, "top5_acc": 0.97375, "loss_cls": 0.86886, "loss": 0.86886, "time": 0.2262} {"mode": "train", "epoch": 39, "iter": 2000, "lr": 0.0211, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.82438, "top5_acc": 0.9775, "loss_cls": 0.8058, "loss": 0.8058, "time": 0.22519} {"mode": "train", "epoch": 39, "iter": 2100, "lr": 0.02109, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83938, "top5_acc": 0.97812, "loss_cls": 0.77023, "loss": 0.77023, "time": 0.22583} {"mode": "train", "epoch": 39, "iter": 2200, "lr": 0.02108, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.84125, "top5_acc": 0.97625, "loss_cls": 0.77485, "loss": 0.77485, "time": 0.2256} {"mode": "train", "epoch": 39, "iter": 2300, "lr": 0.02107, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83188, "top5_acc": 0.98188, "loss_cls": 0.78628, "loss": 0.78628, "time": 0.22499} {"mode": "train", "epoch": 39, "iter": 2400, "lr": 0.02106, "memory": 6525, "data_time": 0.00034, "top1_acc": 0.81875, "top5_acc": 0.97125, "loss_cls": 0.83429, "loss": 0.83429, "time": 0.22459} {"mode": "train", "epoch": 39, "iter": 2500, "lr": 0.02106, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.82438, "top5_acc": 0.97438, "loss_cls": 0.82504, "loss": 0.82504, "time": 0.22497} {"mode": "val", "epoch": 39, "iter": 1031, "lr": 0.02106, "top1_acc": 0.78334, "top5_acc": 0.9573} {"mode": "train", "epoch": 40, "iter": 100, "lr": 0.02105, "memory": 6525, "data_time": 0.18771, "top1_acc": 0.85375, "top5_acc": 0.98688, "loss_cls": 0.69596, "loss": 0.69596, "time": 0.41401} {"mode": "train", "epoch": 40, "iter": 200, "lr": 0.02104, "memory": 6525, "data_time": 0.00034, "top1_acc": 0.84688, "top5_acc": 0.9825, "loss_cls": 0.73586, "loss": 0.73586, "time": 0.22658} {"mode": "train", "epoch": 40, "iter": 300, "lr": 0.02103, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.825, "top5_acc": 0.97312, "loss_cls": 0.83749, "loss": 0.83749, "time": 0.22612} {"mode": "train", "epoch": 40, "iter": 400, "lr": 0.02103, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83688, "top5_acc": 0.97562, "loss_cls": 0.77351, "loss": 0.77351, "time": 0.22541} {"mode": "train", "epoch": 40, "iter": 500, "lr": 0.02102, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83375, "top5_acc": 0.97625, "loss_cls": 0.82713, "loss": 0.82713, "time": 0.22438} {"mode": "train", "epoch": 40, "iter": 600, "lr": 0.02101, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84062, "top5_acc": 0.9725, "loss_cls": 0.80742, "loss": 0.80742, "time": 0.22511} {"mode": "train", "epoch": 40, "iter": 700, "lr": 0.021, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.84688, "top5_acc": 0.97938, "loss_cls": 0.75958, "loss": 0.75958, "time": 0.22513} {"mode": "train", "epoch": 40, "iter": 800, "lr": 0.021, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.845, "top5_acc": 0.97938, "loss_cls": 0.73014, "loss": 0.73014, "time": 0.2251} {"mode": "train", "epoch": 40, "iter": 900, "lr": 0.02099, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83938, "top5_acc": 0.98125, "loss_cls": 0.80271, "loss": 0.80271, "time": 0.22431} {"mode": "train", "epoch": 40, "iter": 1000, "lr": 0.02098, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84625, "top5_acc": 0.97938, "loss_cls": 0.71247, "loss": 0.71247, "time": 0.22486} {"mode": "train", "epoch": 40, "iter": 1100, "lr": 0.02097, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83688, "top5_acc": 0.98, "loss_cls": 0.80533, "loss": 0.80533, "time": 0.22537} {"mode": "train", "epoch": 40, "iter": 1200, "lr": 0.02097, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82, "top5_acc": 0.97625, "loss_cls": 0.82491, "loss": 0.82491, "time": 0.2244} {"mode": "train", "epoch": 40, "iter": 1300, "lr": 0.02096, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82812, "top5_acc": 0.9825, "loss_cls": 0.79132, "loss": 0.79132, "time": 0.22428} {"mode": "train", "epoch": 40, "iter": 1400, "lr": 0.02095, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83938, "top5_acc": 0.97625, "loss_cls": 0.75447, "loss": 0.75447, "time": 0.2237} {"mode": "train", "epoch": 40, "iter": 1500, "lr": 0.02094, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.825, "top5_acc": 0.97875, "loss_cls": 0.79116, "loss": 0.79116, "time": 0.22504} {"mode": "train", "epoch": 40, "iter": 1600, "lr": 0.02093, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83, "top5_acc": 0.9825, "loss_cls": 0.79551, "loss": 0.79551, "time": 0.22598} {"mode": "train", "epoch": 40, "iter": 1700, "lr": 0.02093, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83438, "top5_acc": 0.97562, "loss_cls": 0.79241, "loss": 0.79241, "time": 0.22425} {"mode": "train", "epoch": 40, "iter": 1800, "lr": 0.02092, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82125, "top5_acc": 0.97875, "loss_cls": 0.86823, "loss": 0.86823, "time": 0.22442} {"mode": "train", "epoch": 40, "iter": 1900, "lr": 0.02091, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84, "top5_acc": 0.97375, "loss_cls": 0.805, "loss": 0.805, "time": 0.22617} {"mode": "train", "epoch": 40, "iter": 2000, "lr": 0.0209, "memory": 6525, "data_time": 0.00034, "top1_acc": 0.80938, "top5_acc": 0.97062, "loss_cls": 0.85133, "loss": 0.85133, "time": 0.22546} {"mode": "train", "epoch": 40, "iter": 2100, "lr": 0.0209, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82875, "top5_acc": 0.98188, "loss_cls": 0.79287, "loss": 0.79287, "time": 0.22438} {"mode": "train", "epoch": 40, "iter": 2200, "lr": 0.02089, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.82562, "top5_acc": 0.97875, "loss_cls": 0.83429, "loss": 0.83429, "time": 0.2266} {"mode": "train", "epoch": 40, "iter": 2300, "lr": 0.02088, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.82625, "top5_acc": 0.97562, "loss_cls": 0.83558, "loss": 0.83558, "time": 0.22497} {"mode": "train", "epoch": 40, "iter": 2400, "lr": 0.02087, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83875, "top5_acc": 0.9825, "loss_cls": 0.76027, "loss": 0.76027, "time": 0.22453} {"mode": "train", "epoch": 40, "iter": 2500, "lr": 0.02086, "memory": 6525, "data_time": 0.00041, "top1_acc": 0.83062, "top5_acc": 0.97688, "loss_cls": 0.79334, "loss": 0.79334, "time": 0.22649} {"mode": "val", "epoch": 40, "iter": 1031, "lr": 0.02086, "top1_acc": 0.77164, "top5_acc": 0.96239} {"mode": "train", "epoch": 41, "iter": 100, "lr": 0.02086, "memory": 6525, "data_time": 0.18541, "top1_acc": 0.85625, "top5_acc": 0.975, "loss_cls": 0.69775, "loss": 0.69775, "time": 0.40963} {"mode": "train", "epoch": 41, "iter": 200, "lr": 0.02085, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82688, "top5_acc": 0.98, "loss_cls": 0.75766, "loss": 0.75766, "time": 0.22435} {"mode": "train", "epoch": 41, "iter": 300, "lr": 0.02084, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83312, "top5_acc": 0.98, "loss_cls": 0.77527, "loss": 0.77527, "time": 0.22377} {"mode": "train", "epoch": 41, "iter": 400, "lr": 0.02083, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83688, "top5_acc": 0.9825, "loss_cls": 0.74625, "loss": 0.74625, "time": 0.22614} {"mode": "train", "epoch": 41, "iter": 500, "lr": 0.02083, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84125, "top5_acc": 0.9775, "loss_cls": 0.74917, "loss": 0.74917, "time": 0.22479} {"mode": "train", "epoch": 41, "iter": 600, "lr": 0.02082, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83, "top5_acc": 0.98, "loss_cls": 0.7766, "loss": 0.7766, "time": 0.22434} {"mode": "train", "epoch": 41, "iter": 700, "lr": 0.02081, "memory": 6525, "data_time": 0.00039, "top1_acc": 0.83438, "top5_acc": 0.97188, "loss_cls": 0.81378, "loss": 0.81378, "time": 0.22692} {"mode": "train", "epoch": 41, "iter": 800, "lr": 0.0208, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.85312, "top5_acc": 0.9825, "loss_cls": 0.72597, "loss": 0.72597, "time": 0.22592} {"mode": "train", "epoch": 41, "iter": 900, "lr": 0.02079, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82812, "top5_acc": 0.97938, "loss_cls": 0.79172, "loss": 0.79172, "time": 0.22465} {"mode": "train", "epoch": 41, "iter": 1000, "lr": 0.02079, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82812, "top5_acc": 0.98062, "loss_cls": 0.80485, "loss": 0.80485, "time": 0.22555} {"mode": "train", "epoch": 41, "iter": 1100, "lr": 0.02078, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.85562, "top5_acc": 0.97812, "loss_cls": 0.76577, "loss": 0.76577, "time": 0.22596} {"mode": "train", "epoch": 41, "iter": 1200, "lr": 0.02077, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81625, "top5_acc": 0.97062, "loss_cls": 0.84512, "loss": 0.84512, "time": 0.22538} {"mode": "train", "epoch": 41, "iter": 1300, "lr": 0.02076, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.84812, "top5_acc": 0.9825, "loss_cls": 0.74748, "loss": 0.74748, "time": 0.22622} {"mode": "train", "epoch": 41, "iter": 1400, "lr": 0.02075, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83938, "top5_acc": 0.97562, "loss_cls": 0.78057, "loss": 0.78057, "time": 0.22557} {"mode": "train", "epoch": 41, "iter": 1500, "lr": 0.02075, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84375, "top5_acc": 0.97938, "loss_cls": 0.72564, "loss": 0.72564, "time": 0.22507} {"mode": "train", "epoch": 41, "iter": 1600, "lr": 0.02074, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.83562, "top5_acc": 0.97938, "loss_cls": 0.76479, "loss": 0.76479, "time": 0.22568} {"mode": "train", "epoch": 41, "iter": 1700, "lr": 0.02073, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83688, "top5_acc": 0.98125, "loss_cls": 0.76905, "loss": 0.76905, "time": 0.22459} {"mode": "train", "epoch": 41, "iter": 1800, "lr": 0.02072, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.83562, "top5_acc": 0.985, "loss_cls": 0.76051, "loss": 0.76051, "time": 0.22455} {"mode": "train", "epoch": 41, "iter": 1900, "lr": 0.02072, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.83188, "top5_acc": 0.98, "loss_cls": 0.78169, "loss": 0.78169, "time": 0.22545} {"mode": "train", "epoch": 41, "iter": 2000, "lr": 0.02071, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81375, "top5_acc": 0.97062, "loss_cls": 0.89694, "loss": 0.89694, "time": 0.22588} {"mode": "train", "epoch": 41, "iter": 2100, "lr": 0.0207, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84688, "top5_acc": 0.98, "loss_cls": 0.72446, "loss": 0.72446, "time": 0.22666} {"mode": "train", "epoch": 41, "iter": 2200, "lr": 0.02069, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81438, "top5_acc": 0.9725, "loss_cls": 0.8521, "loss": 0.8521, "time": 0.22541} {"mode": "train", "epoch": 41, "iter": 2300, "lr": 0.02068, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84688, "top5_acc": 0.985, "loss_cls": 0.71553, "loss": 0.71553, "time": 0.22455} {"mode": "train", "epoch": 41, "iter": 2400, "lr": 0.02068, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82062, "top5_acc": 0.9725, "loss_cls": 0.82912, "loss": 0.82912, "time": 0.22426} {"mode": "train", "epoch": 41, "iter": 2500, "lr": 0.02067, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81562, "top5_acc": 0.98, "loss_cls": 0.85534, "loss": 0.85534, "time": 0.2249} {"mode": "val", "epoch": 41, "iter": 1031, "lr": 0.02067, "top1_acc": 0.78062, "top5_acc": 0.96118} {"mode": "train", "epoch": 42, "iter": 100, "lr": 0.02066, "memory": 6525, "data_time": 0.18511, "top1_acc": 0.8525, "top5_acc": 0.98375, "loss_cls": 0.69702, "loss": 0.69702, "time": 0.40993} {"mode": "train", "epoch": 42, "iter": 200, "lr": 0.02065, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.84125, "top5_acc": 0.98062, "loss_cls": 0.73742, "loss": 0.73742, "time": 0.22652} {"mode": "train", "epoch": 42, "iter": 300, "lr": 0.02064, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84438, "top5_acc": 0.97938, "loss_cls": 0.71446, "loss": 0.71446, "time": 0.22516} {"mode": "train", "epoch": 42, "iter": 400, "lr": 0.02064, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.86562, "top5_acc": 0.9875, "loss_cls": 0.63235, "loss": 0.63235, "time": 0.2256} {"mode": "train", "epoch": 42, "iter": 500, "lr": 0.02063, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84375, "top5_acc": 0.97688, "loss_cls": 0.75357, "loss": 0.75357, "time": 0.2252} {"mode": "train", "epoch": 42, "iter": 600, "lr": 0.02062, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.82125, "top5_acc": 0.97688, "loss_cls": 0.82897, "loss": 0.82897, "time": 0.22522} {"mode": "train", "epoch": 42, "iter": 700, "lr": 0.02061, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85188, "top5_acc": 0.9775, "loss_cls": 0.75322, "loss": 0.75322, "time": 0.2242} {"mode": "train", "epoch": 42, "iter": 800, "lr": 0.0206, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84625, "top5_acc": 0.98125, "loss_cls": 0.7344, "loss": 0.7344, "time": 0.22616} {"mode": "train", "epoch": 42, "iter": 900, "lr": 0.0206, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84438, "top5_acc": 0.97875, "loss_cls": 0.73645, "loss": 0.73645, "time": 0.22576} {"mode": "train", "epoch": 42, "iter": 1000, "lr": 0.02059, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.845, "top5_acc": 0.97875, "loss_cls": 0.74216, "loss": 0.74216, "time": 0.2251} {"mode": "train", "epoch": 42, "iter": 1100, "lr": 0.02058, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82938, "top5_acc": 0.97875, "loss_cls": 0.82366, "loss": 0.82366, "time": 0.22481} {"mode": "train", "epoch": 42, "iter": 1200, "lr": 0.02057, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84062, "top5_acc": 0.9725, "loss_cls": 0.78956, "loss": 0.78956, "time": 0.22516} {"mode": "train", "epoch": 42, "iter": 1300, "lr": 0.02056, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84062, "top5_acc": 0.97938, "loss_cls": 0.74966, "loss": 0.74966, "time": 0.22543} {"mode": "train", "epoch": 42, "iter": 1400, "lr": 0.02056, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8275, "top5_acc": 0.98, "loss_cls": 0.79769, "loss": 0.79769, "time": 0.22537} {"mode": "train", "epoch": 42, "iter": 1500, "lr": 0.02055, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84375, "top5_acc": 0.975, "loss_cls": 0.74984, "loss": 0.74984, "time": 0.2251} {"mode": "train", "epoch": 42, "iter": 1600, "lr": 0.02054, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83062, "top5_acc": 0.97875, "loss_cls": 0.76398, "loss": 0.76398, "time": 0.22534} {"mode": "train", "epoch": 42, "iter": 1700, "lr": 0.02053, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84938, "top5_acc": 0.985, "loss_cls": 0.70465, "loss": 0.70465, "time": 0.2252} {"mode": "train", "epoch": 42, "iter": 1800, "lr": 0.02052, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8225, "top5_acc": 0.9775, "loss_cls": 0.82348, "loss": 0.82348, "time": 0.22503} {"mode": "train", "epoch": 42, "iter": 1900, "lr": 0.02052, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82625, "top5_acc": 0.98, "loss_cls": 0.81322, "loss": 0.81322, "time": 0.22557} {"mode": "train", "epoch": 42, "iter": 2000, "lr": 0.02051, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82438, "top5_acc": 0.97188, "loss_cls": 0.85241, "loss": 0.85241, "time": 0.2251} {"mode": "train", "epoch": 42, "iter": 2100, "lr": 0.0205, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82812, "top5_acc": 0.97562, "loss_cls": 0.79779, "loss": 0.79779, "time": 0.22464} {"mode": "train", "epoch": 42, "iter": 2200, "lr": 0.02049, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82062, "top5_acc": 0.97312, "loss_cls": 0.84463, "loss": 0.84463, "time": 0.22538} {"mode": "train", "epoch": 42, "iter": 2300, "lr": 0.02048, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83375, "top5_acc": 0.97312, "loss_cls": 0.78653, "loss": 0.78653, "time": 0.22549} {"mode": "train", "epoch": 42, "iter": 2400, "lr": 0.02048, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84688, "top5_acc": 0.97938, "loss_cls": 0.7312, "loss": 0.7312, "time": 0.22458} {"mode": "train", "epoch": 42, "iter": 2500, "lr": 0.02047, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83938, "top5_acc": 0.98062, "loss_cls": 0.78046, "loss": 0.78046, "time": 0.22494} {"mode": "val", "epoch": 42, "iter": 1031, "lr": 0.02047, "top1_acc": 0.78274, "top5_acc": 0.96057} {"mode": "train", "epoch": 43, "iter": 100, "lr": 0.02046, "memory": 6525, "data_time": 0.18572, "top1_acc": 0.84438, "top5_acc": 0.98438, "loss_cls": 0.71907, "loss": 0.71907, "time": 0.41089} {"mode": "train", "epoch": 43, "iter": 200, "lr": 0.02045, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8575, "top5_acc": 0.98375, "loss_cls": 0.6896, "loss": 0.6896, "time": 0.22526} {"mode": "train", "epoch": 43, "iter": 300, "lr": 0.02044, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83438, "top5_acc": 0.97625, "loss_cls": 0.76362, "loss": 0.76362, "time": 0.22527} {"mode": "train", "epoch": 43, "iter": 400, "lr": 0.02044, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84688, "top5_acc": 0.98062, "loss_cls": 0.7396, "loss": 0.7396, "time": 0.224} {"mode": "train", "epoch": 43, "iter": 500, "lr": 0.02043, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83188, "top5_acc": 0.98, "loss_cls": 0.765, "loss": 0.765, "time": 0.22424} {"mode": "train", "epoch": 43, "iter": 600, "lr": 0.02042, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.83875, "top5_acc": 0.97812, "loss_cls": 0.78641, "loss": 0.78641, "time": 0.22451} {"mode": "train", "epoch": 43, "iter": 700, "lr": 0.02041, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84812, "top5_acc": 0.97812, "loss_cls": 0.75114, "loss": 0.75114, "time": 0.22654} {"mode": "train", "epoch": 43, "iter": 800, "lr": 0.0204, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84062, "top5_acc": 0.97688, "loss_cls": 0.75967, "loss": 0.75967, "time": 0.22516} {"mode": "train", "epoch": 43, "iter": 900, "lr": 0.0204, "memory": 6525, "data_time": 0.00034, "top1_acc": 0.83125, "top5_acc": 0.97688, "loss_cls": 0.77972, "loss": 0.77972, "time": 0.22466} {"mode": "train", "epoch": 43, "iter": 1000, "lr": 0.02039, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84312, "top5_acc": 0.97875, "loss_cls": 0.73439, "loss": 0.73439, "time": 0.22493} {"mode": "train", "epoch": 43, "iter": 1100, "lr": 0.02038, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83188, "top5_acc": 0.98062, "loss_cls": 0.76829, "loss": 0.76829, "time": 0.22459} {"mode": "train", "epoch": 43, "iter": 1200, "lr": 0.02037, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83125, "top5_acc": 0.98062, "loss_cls": 0.79, "loss": 0.79, "time": 0.22468} {"mode": "train", "epoch": 43, "iter": 1300, "lr": 0.02036, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84312, "top5_acc": 0.975, "loss_cls": 0.78348, "loss": 0.78348, "time": 0.22547} {"mode": "train", "epoch": 43, "iter": 1400, "lr": 0.02035, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84812, "top5_acc": 0.9775, "loss_cls": 0.71334, "loss": 0.71334, "time": 0.22571} {"mode": "train", "epoch": 43, "iter": 1500, "lr": 0.02035, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.84812, "top5_acc": 0.9825, "loss_cls": 0.71459, "loss": 0.71459, "time": 0.22515} {"mode": "train", "epoch": 43, "iter": 1600, "lr": 0.02034, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82062, "top5_acc": 0.97438, "loss_cls": 0.8406, "loss": 0.8406, "time": 0.22507} {"mode": "train", "epoch": 43, "iter": 1700, "lr": 0.02033, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8375, "top5_acc": 0.97812, "loss_cls": 0.80673, "loss": 0.80673, "time": 0.22539} {"mode": "train", "epoch": 43, "iter": 1800, "lr": 0.02032, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83938, "top5_acc": 0.97562, "loss_cls": 0.79204, "loss": 0.79204, "time": 0.22537} {"mode": "train", "epoch": 43, "iter": 1900, "lr": 0.02031, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85312, "top5_acc": 0.97875, "loss_cls": 0.72142, "loss": 0.72142, "time": 0.22419} {"mode": "train", "epoch": 43, "iter": 2000, "lr": 0.02031, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86125, "top5_acc": 0.9875, "loss_cls": 0.65892, "loss": 0.65892, "time": 0.22484} {"mode": "train", "epoch": 43, "iter": 2100, "lr": 0.0203, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85688, "top5_acc": 0.98, "loss_cls": 0.70153, "loss": 0.70153, "time": 0.22514} {"mode": "train", "epoch": 43, "iter": 2200, "lr": 0.02029, "memory": 6525, "data_time": 0.00034, "top1_acc": 0.845, "top5_acc": 0.98188, "loss_cls": 0.75091, "loss": 0.75091, "time": 0.22516} {"mode": "train", "epoch": 43, "iter": 2300, "lr": 0.02028, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.8225, "top5_acc": 0.97875, "loss_cls": 0.82743, "loss": 0.82743, "time": 0.22499} {"mode": "train", "epoch": 43, "iter": 2400, "lr": 0.02027, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83438, "top5_acc": 0.97375, "loss_cls": 0.80619, "loss": 0.80619, "time": 0.22429} {"mode": "train", "epoch": 43, "iter": 2500, "lr": 0.02026, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83125, "top5_acc": 0.98125, "loss_cls": 0.76432, "loss": 0.76432, "time": 0.22556} {"mode": "val", "epoch": 43, "iter": 1031, "lr": 0.02026, "top1_acc": 0.76739, "top5_acc": 0.95863} {"mode": "train", "epoch": 44, "iter": 100, "lr": 0.02026, "memory": 6525, "data_time": 0.19177, "top1_acc": 0.85375, "top5_acc": 0.97875, "loss_cls": 0.71094, "loss": 0.71094, "time": 0.4182} {"mode": "train", "epoch": 44, "iter": 200, "lr": 0.02025, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84812, "top5_acc": 0.97938, "loss_cls": 0.75052, "loss": 0.75052, "time": 0.22538} {"mode": "train", "epoch": 44, "iter": 300, "lr": 0.02024, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.84625, "top5_acc": 0.98125, "loss_cls": 0.71774, "loss": 0.71774, "time": 0.22604} {"mode": "train", "epoch": 44, "iter": 400, "lr": 0.02023, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84438, "top5_acc": 0.98, "loss_cls": 0.71561, "loss": 0.71561, "time": 0.22531} {"mode": "train", "epoch": 44, "iter": 500, "lr": 0.02022, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84688, "top5_acc": 0.97688, "loss_cls": 0.76564, "loss": 0.76564, "time": 0.22477} {"mode": "train", "epoch": 44, "iter": 600, "lr": 0.02022, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85062, "top5_acc": 0.98375, "loss_cls": 0.71991, "loss": 0.71991, "time": 0.22462} {"mode": "train", "epoch": 44, "iter": 700, "lr": 0.02021, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84812, "top5_acc": 0.9825, "loss_cls": 0.73587, "loss": 0.73587, "time": 0.22423} {"mode": "train", "epoch": 44, "iter": 800, "lr": 0.0202, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8475, "top5_acc": 0.98, "loss_cls": 0.71484, "loss": 0.71484, "time": 0.22487} {"mode": "train", "epoch": 44, "iter": 900, "lr": 0.02019, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8275, "top5_acc": 0.9725, "loss_cls": 0.84226, "loss": 0.84226, "time": 0.22507} {"mode": "train", "epoch": 44, "iter": 1000, "lr": 0.02018, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8525, "top5_acc": 0.98438, "loss_cls": 0.68672, "loss": 0.68672, "time": 0.22389} {"mode": "train", "epoch": 44, "iter": 1100, "lr": 0.02017, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.83562, "top5_acc": 0.97688, "loss_cls": 0.78419, "loss": 0.78419, "time": 0.22575} {"mode": "train", "epoch": 44, "iter": 1200, "lr": 0.02017, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85125, "top5_acc": 0.9825, "loss_cls": 0.72497, "loss": 0.72497, "time": 0.22569} {"mode": "train", "epoch": 44, "iter": 1300, "lr": 0.02016, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.835, "top5_acc": 0.97688, "loss_cls": 0.80554, "loss": 0.80554, "time": 0.2243} {"mode": "train", "epoch": 44, "iter": 1400, "lr": 0.02015, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.835, "top5_acc": 0.98188, "loss_cls": 0.76359, "loss": 0.76359, "time": 0.2252} {"mode": "train", "epoch": 44, "iter": 1500, "lr": 0.02014, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8325, "top5_acc": 0.98, "loss_cls": 0.76925, "loss": 0.76925, "time": 0.2245} {"mode": "train", "epoch": 44, "iter": 1600, "lr": 0.02013, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84, "top5_acc": 0.98312, "loss_cls": 0.74958, "loss": 0.74958, "time": 0.22655} {"mode": "train", "epoch": 44, "iter": 1700, "lr": 0.02012, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.855, "top5_acc": 0.98062, "loss_cls": 0.72871, "loss": 0.72871, "time": 0.22597} {"mode": "train", "epoch": 44, "iter": 1800, "lr": 0.02012, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8525, "top5_acc": 0.985, "loss_cls": 0.66629, "loss": 0.66629, "time": 0.22503} {"mode": "train", "epoch": 44, "iter": 1900, "lr": 0.02011, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8375, "top5_acc": 0.975, "loss_cls": 0.83676, "loss": 0.83676, "time": 0.22565} {"mode": "train", "epoch": 44, "iter": 2000, "lr": 0.0201, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.79938, "top5_acc": 0.96562, "loss_cls": 0.92475, "loss": 0.92475, "time": 0.22498} {"mode": "train", "epoch": 44, "iter": 2100, "lr": 0.02009, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85688, "top5_acc": 0.97875, "loss_cls": 0.73081, "loss": 0.73081, "time": 0.22597} {"mode": "train", "epoch": 44, "iter": 2200, "lr": 0.02008, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.83438, "top5_acc": 0.97188, "loss_cls": 0.79254, "loss": 0.79254, "time": 0.22583} {"mode": "train", "epoch": 44, "iter": 2300, "lr": 0.02007, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.825, "top5_acc": 0.97688, "loss_cls": 0.81273, "loss": 0.81273, "time": 0.22556} {"mode": "train", "epoch": 44, "iter": 2400, "lr": 0.02007, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.825, "top5_acc": 0.97625, "loss_cls": 0.83932, "loss": 0.83932, "time": 0.22703} {"mode": "train", "epoch": 44, "iter": 2500, "lr": 0.02006, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.84, "top5_acc": 0.98188, "loss_cls": 0.74352, "loss": 0.74352, "time": 0.22569} {"mode": "val", "epoch": 44, "iter": 1031, "lr": 0.02006, "top1_acc": 0.77249, "top5_acc": 0.95572} {"mode": "train", "epoch": 45, "iter": 100, "lr": 0.02005, "memory": 6525, "data_time": 0.18367, "top1_acc": 0.855, "top5_acc": 0.97875, "loss_cls": 0.70571, "loss": 0.70571, "time": 0.40905} {"mode": "train", "epoch": 45, "iter": 200, "lr": 0.02004, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85062, "top5_acc": 0.98562, "loss_cls": 0.69946, "loss": 0.69946, "time": 0.22448} {"mode": "train", "epoch": 45, "iter": 300, "lr": 0.02003, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84, "top5_acc": 0.97625, "loss_cls": 0.78839, "loss": 0.78839, "time": 0.22507} {"mode": "train", "epoch": 45, "iter": 400, "lr": 0.02002, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84812, "top5_acc": 0.9825, "loss_cls": 0.71232, "loss": 0.71232, "time": 0.22556} {"mode": "train", "epoch": 45, "iter": 500, "lr": 0.02002, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84188, "top5_acc": 0.97812, "loss_cls": 0.75546, "loss": 0.75546, "time": 0.22474} {"mode": "train", "epoch": 45, "iter": 600, "lr": 0.02001, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.835, "top5_acc": 0.96938, "loss_cls": 0.78797, "loss": 0.78797, "time": 0.22501} {"mode": "train", "epoch": 45, "iter": 700, "lr": 0.02, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84, "top5_acc": 0.97562, "loss_cls": 0.7486, "loss": 0.7486, "time": 0.22525} {"mode": "train", "epoch": 45, "iter": 800, "lr": 0.01999, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84312, "top5_acc": 0.97812, "loss_cls": 0.73871, "loss": 0.73871, "time": 0.2258} {"mode": "train", "epoch": 45, "iter": 900, "lr": 0.01998, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84188, "top5_acc": 0.97625, "loss_cls": 0.7517, "loss": 0.7517, "time": 0.22426} {"mode": "train", "epoch": 45, "iter": 1000, "lr": 0.01997, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85438, "top5_acc": 0.98375, "loss_cls": 0.7112, "loss": 0.7112, "time": 0.22416} {"mode": "train", "epoch": 45, "iter": 1100, "lr": 0.01997, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.83875, "top5_acc": 0.97375, "loss_cls": 0.80032, "loss": 0.80032, "time": 0.22453} {"mode": "train", "epoch": 45, "iter": 1200, "lr": 0.01996, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84938, "top5_acc": 0.98375, "loss_cls": 0.72064, "loss": 0.72064, "time": 0.22422} {"mode": "train", "epoch": 45, "iter": 1300, "lr": 0.01995, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.84312, "top5_acc": 0.9775, "loss_cls": 0.7503, "loss": 0.7503, "time": 0.2242} {"mode": "train", "epoch": 45, "iter": 1400, "lr": 0.01994, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84312, "top5_acc": 0.97938, "loss_cls": 0.73133, "loss": 0.73133, "time": 0.22534} {"mode": "train", "epoch": 45, "iter": 1500, "lr": 0.01993, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83, "top5_acc": 0.98312, "loss_cls": 0.78961, "loss": 0.78961, "time": 0.2252} {"mode": "train", "epoch": 45, "iter": 1600, "lr": 0.01992, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.825, "top5_acc": 0.97375, "loss_cls": 0.802, "loss": 0.802, "time": 0.22473} {"mode": "train", "epoch": 45, "iter": 1700, "lr": 0.01992, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84125, "top5_acc": 0.97062, "loss_cls": 0.79252, "loss": 0.79252, "time": 0.22515} {"mode": "train", "epoch": 45, "iter": 1800, "lr": 0.01991, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84188, "top5_acc": 0.9825, "loss_cls": 0.77085, "loss": 0.77085, "time": 0.22473} {"mode": "train", "epoch": 45, "iter": 1900, "lr": 0.0199, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.83688, "top5_acc": 0.98, "loss_cls": 0.75664, "loss": 0.75664, "time": 0.22467} {"mode": "train", "epoch": 45, "iter": 2000, "lr": 0.01989, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83562, "top5_acc": 0.97625, "loss_cls": 0.78421, "loss": 0.78421, "time": 0.22559} {"mode": "train", "epoch": 45, "iter": 2100, "lr": 0.01988, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82688, "top5_acc": 0.97625, "loss_cls": 0.78698, "loss": 0.78698, "time": 0.22428} {"mode": "train", "epoch": 45, "iter": 2200, "lr": 0.01987, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.82562, "top5_acc": 0.97625, "loss_cls": 0.80219, "loss": 0.80219, "time": 0.22516} {"mode": "train", "epoch": 45, "iter": 2300, "lr": 0.01986, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8575, "top5_acc": 0.97875, "loss_cls": 0.7205, "loss": 0.7205, "time": 0.22448} {"mode": "train", "epoch": 45, "iter": 2400, "lr": 0.01986, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83312, "top5_acc": 0.98062, "loss_cls": 0.78751, "loss": 0.78751, "time": 0.22459} {"mode": "train", "epoch": 45, "iter": 2500, "lr": 0.01985, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.83062, "top5_acc": 0.97688, "loss_cls": 0.79526, "loss": 0.79526, "time": 0.22621} {"mode": "val", "epoch": 45, "iter": 1031, "lr": 0.01985, "top1_acc": 0.78116, "top5_acc": 0.96239} {"mode": "train", "epoch": 46, "iter": 100, "lr": 0.01984, "memory": 6525, "data_time": 0.19147, "top1_acc": 0.8775, "top5_acc": 0.9875, "loss_cls": 0.59776, "loss": 0.59776, "time": 0.41802} {"mode": "train", "epoch": 46, "iter": 200, "lr": 0.01983, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8525, "top5_acc": 0.985, "loss_cls": 0.68789, "loss": 0.68789, "time": 0.22413} {"mode": "train", "epoch": 46, "iter": 300, "lr": 0.01982, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84938, "top5_acc": 0.98312, "loss_cls": 0.68489, "loss": 0.68489, "time": 0.22503} {"mode": "train", "epoch": 46, "iter": 400, "lr": 0.01981, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.84688, "top5_acc": 0.98, "loss_cls": 0.72632, "loss": 0.72632, "time": 0.22652} {"mode": "train", "epoch": 46, "iter": 500, "lr": 0.01981, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8575, "top5_acc": 0.97875, "loss_cls": 0.70738, "loss": 0.70738, "time": 0.22562} {"mode": "train", "epoch": 46, "iter": 600, "lr": 0.0198, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84062, "top5_acc": 0.98, "loss_cls": 0.76026, "loss": 0.76026, "time": 0.22533} {"mode": "train", "epoch": 46, "iter": 700, "lr": 0.01979, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.845, "top5_acc": 0.98625, "loss_cls": 0.73666, "loss": 0.73666, "time": 0.22456} {"mode": "train", "epoch": 46, "iter": 800, "lr": 0.01978, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83062, "top5_acc": 0.97812, "loss_cls": 0.77558, "loss": 0.77558, "time": 0.22512} {"mode": "train", "epoch": 46, "iter": 900, "lr": 0.01977, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83938, "top5_acc": 0.97938, "loss_cls": 0.75123, "loss": 0.75123, "time": 0.22552} {"mode": "train", "epoch": 46, "iter": 1000, "lr": 0.01976, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8475, "top5_acc": 0.97625, "loss_cls": 0.75293, "loss": 0.75293, "time": 0.22514} {"mode": "train", "epoch": 46, "iter": 1100, "lr": 0.01975, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.84188, "top5_acc": 0.98562, "loss_cls": 0.67326, "loss": 0.67326, "time": 0.22708} {"mode": "train", "epoch": 46, "iter": 1200, "lr": 0.01975, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83625, "top5_acc": 0.97938, "loss_cls": 0.71773, "loss": 0.71773, "time": 0.22548} {"mode": "train", "epoch": 46, "iter": 1300, "lr": 0.01974, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81438, "top5_acc": 0.97375, "loss_cls": 0.83419, "loss": 0.83419, "time": 0.22454} {"mode": "train", "epoch": 46, "iter": 1400, "lr": 0.01973, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85312, "top5_acc": 0.98188, "loss_cls": 0.6897, "loss": 0.6897, "time": 0.22485} {"mode": "train", "epoch": 46, "iter": 1500, "lr": 0.01972, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83438, "top5_acc": 0.98062, "loss_cls": 0.78333, "loss": 0.78333, "time": 0.22529} {"mode": "train", "epoch": 46, "iter": 1600, "lr": 0.01971, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82875, "top5_acc": 0.97375, "loss_cls": 0.77084, "loss": 0.77084, "time": 0.22492} {"mode": "train", "epoch": 46, "iter": 1700, "lr": 0.0197, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84188, "top5_acc": 0.97688, "loss_cls": 0.78073, "loss": 0.78073, "time": 0.22554} {"mode": "train", "epoch": 46, "iter": 1800, "lr": 0.01969, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.825, "top5_acc": 0.97188, "loss_cls": 0.83884, "loss": 0.83884, "time": 0.22563} {"mode": "train", "epoch": 46, "iter": 1900, "lr": 0.01969, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83562, "top5_acc": 0.97875, "loss_cls": 0.78795, "loss": 0.78795, "time": 0.22537} {"mode": "train", "epoch": 46, "iter": 2000, "lr": 0.01968, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8325, "top5_acc": 0.975, "loss_cls": 0.81622, "loss": 0.81622, "time": 0.22515} {"mode": "train", "epoch": 46, "iter": 2100, "lr": 0.01967, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84062, "top5_acc": 0.97625, "loss_cls": 0.75043, "loss": 0.75043, "time": 0.22552} {"mode": "train", "epoch": 46, "iter": 2200, "lr": 0.01966, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.845, "top5_acc": 0.9725, "loss_cls": 0.7395, "loss": 0.7395, "time": 0.22555} {"mode": "train", "epoch": 46, "iter": 2300, "lr": 0.01965, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.84375, "top5_acc": 0.98375, "loss_cls": 0.74737, "loss": 0.74737, "time": 0.22603} {"mode": "train", "epoch": 46, "iter": 2400, "lr": 0.01964, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.845, "top5_acc": 0.985, "loss_cls": 0.74746, "loss": 0.74746, "time": 0.22671} {"mode": "train", "epoch": 46, "iter": 2500, "lr": 0.01963, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85, "top5_acc": 0.97125, "loss_cls": 0.73877, "loss": 0.73877, "time": 0.22572} {"mode": "val", "epoch": 46, "iter": 1031, "lr": 0.01963, "top1_acc": 0.7862, "top5_acc": 0.96009} {"mode": "train", "epoch": 47, "iter": 100, "lr": 0.01963, "memory": 6525, "data_time": 0.18687, "top1_acc": 0.86062, "top5_acc": 0.9825, "loss_cls": 0.68537, "loss": 0.68537, "time": 0.41215} {"mode": "train", "epoch": 47, "iter": 200, "lr": 0.01962, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85312, "top5_acc": 0.98188, "loss_cls": 0.66402, "loss": 0.66402, "time": 0.22602} {"mode": "train", "epoch": 47, "iter": 300, "lr": 0.01961, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8425, "top5_acc": 0.98375, "loss_cls": 0.71811, "loss": 0.71811, "time": 0.22615} {"mode": "train", "epoch": 47, "iter": 400, "lr": 0.0196, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84812, "top5_acc": 0.98562, "loss_cls": 0.70043, "loss": 0.70043, "time": 0.22638} {"mode": "train", "epoch": 47, "iter": 500, "lr": 0.01959, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84625, "top5_acc": 0.98, "loss_cls": 0.75805, "loss": 0.75805, "time": 0.22654} {"mode": "train", "epoch": 47, "iter": 600, "lr": 0.01958, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84375, "top5_acc": 0.97812, "loss_cls": 0.75856, "loss": 0.75856, "time": 0.22619} {"mode": "train", "epoch": 47, "iter": 700, "lr": 0.01957, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83688, "top5_acc": 0.97625, "loss_cls": 0.76932, "loss": 0.76932, "time": 0.22483} {"mode": "train", "epoch": 47, "iter": 800, "lr": 0.01957, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.84375, "top5_acc": 0.97375, "loss_cls": 0.75227, "loss": 0.75227, "time": 0.22529} {"mode": "train", "epoch": 47, "iter": 900, "lr": 0.01956, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85625, "top5_acc": 0.98625, "loss_cls": 0.68859, "loss": 0.68859, "time": 0.22529} {"mode": "train", "epoch": 47, "iter": 1000, "lr": 0.01955, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.84375, "top5_acc": 0.98625, "loss_cls": 0.69735, "loss": 0.69735, "time": 0.22543} {"mode": "train", "epoch": 47, "iter": 1100, "lr": 0.01954, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85438, "top5_acc": 0.98375, "loss_cls": 0.67358, "loss": 0.67358, "time": 0.22503} {"mode": "train", "epoch": 47, "iter": 1200, "lr": 0.01953, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84, "top5_acc": 0.97812, "loss_cls": 0.7442, "loss": 0.7442, "time": 0.2246} {"mode": "train", "epoch": 47, "iter": 1300, "lr": 0.01952, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84812, "top5_acc": 0.98188, "loss_cls": 0.75134, "loss": 0.75134, "time": 0.22433} {"mode": "train", "epoch": 47, "iter": 1400, "lr": 0.01951, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85, "top5_acc": 0.98375, "loss_cls": 0.70703, "loss": 0.70703, "time": 0.22689} {"mode": "train", "epoch": 47, "iter": 1500, "lr": 0.0195, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.82812, "top5_acc": 0.97812, "loss_cls": 0.80487, "loss": 0.80487, "time": 0.22517} {"mode": "train", "epoch": 47, "iter": 1600, "lr": 0.0195, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84812, "top5_acc": 0.98125, "loss_cls": 0.73888, "loss": 0.73888, "time": 0.22527} {"mode": "train", "epoch": 47, "iter": 1700, "lr": 0.01949, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8475, "top5_acc": 0.98188, "loss_cls": 0.73292, "loss": 0.73292, "time": 0.22548} {"mode": "train", "epoch": 47, "iter": 1800, "lr": 0.01948, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83188, "top5_acc": 0.97438, "loss_cls": 0.78939, "loss": 0.78939, "time": 0.22485} {"mode": "train", "epoch": 47, "iter": 1900, "lr": 0.01947, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.84, "top5_acc": 0.98125, "loss_cls": 0.7432, "loss": 0.7432, "time": 0.22475} {"mode": "train", "epoch": 47, "iter": 2000, "lr": 0.01946, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83438, "top5_acc": 0.98625, "loss_cls": 0.78016, "loss": 0.78016, "time": 0.22491} {"mode": "train", "epoch": 47, "iter": 2100, "lr": 0.01945, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83438, "top5_acc": 0.97375, "loss_cls": 0.78042, "loss": 0.78042, "time": 0.22506} {"mode": "train", "epoch": 47, "iter": 2200, "lr": 0.01944, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83312, "top5_acc": 0.98125, "loss_cls": 0.76249, "loss": 0.76249, "time": 0.22525} {"mode": "train", "epoch": 47, "iter": 2300, "lr": 0.01944, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.83812, "top5_acc": 0.98, "loss_cls": 0.79195, "loss": 0.79195, "time": 0.22491} {"mode": "train", "epoch": 47, "iter": 2400, "lr": 0.01943, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.84812, "top5_acc": 0.97562, "loss_cls": 0.75782, "loss": 0.75782, "time": 0.22539} {"mode": "train", "epoch": 47, "iter": 2500, "lr": 0.01942, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.84062, "top5_acc": 0.975, "loss_cls": 0.77876, "loss": 0.77876, "time": 0.22556} {"mode": "val", "epoch": 47, "iter": 1031, "lr": 0.01942, "top1_acc": 0.78917, "top5_acc": 0.96203} {"mode": "train", "epoch": 48, "iter": 100, "lr": 0.01941, "memory": 6525, "data_time": 0.18218, "top1_acc": 0.8575, "top5_acc": 0.98438, "loss_cls": 0.68901, "loss": 0.68901, "time": 0.40709} {"mode": "train", "epoch": 48, "iter": 200, "lr": 0.0194, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85625, "top5_acc": 0.98438, "loss_cls": 0.67503, "loss": 0.67503, "time": 0.22392} {"mode": "train", "epoch": 48, "iter": 300, "lr": 0.01939, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85125, "top5_acc": 0.98062, "loss_cls": 0.70631, "loss": 0.70631, "time": 0.22466} {"mode": "train", "epoch": 48, "iter": 400, "lr": 0.01938, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84562, "top5_acc": 0.98438, "loss_cls": 0.70185, "loss": 0.70185, "time": 0.22471} {"mode": "train", "epoch": 48, "iter": 500, "lr": 0.01937, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.83938, "top5_acc": 0.98312, "loss_cls": 0.73201, "loss": 0.73201, "time": 0.22566} {"mode": "train", "epoch": 48, "iter": 600, "lr": 0.01937, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84938, "top5_acc": 0.98438, "loss_cls": 0.71001, "loss": 0.71001, "time": 0.22438} {"mode": "train", "epoch": 48, "iter": 700, "lr": 0.01936, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84, "top5_acc": 0.98125, "loss_cls": 0.7516, "loss": 0.7516, "time": 0.22439} {"mode": "train", "epoch": 48, "iter": 800, "lr": 0.01935, "memory": 6525, "data_time": 0.00041, "top1_acc": 0.84688, "top5_acc": 0.98188, "loss_cls": 0.71728, "loss": 0.71728, "time": 0.2248} {"mode": "train", "epoch": 48, "iter": 900, "lr": 0.01934, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85812, "top5_acc": 0.97625, "loss_cls": 0.70672, "loss": 0.70672, "time": 0.22517} {"mode": "train", "epoch": 48, "iter": 1000, "lr": 0.01933, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84062, "top5_acc": 0.98438, "loss_cls": 0.73232, "loss": 0.73232, "time": 0.22495} {"mode": "train", "epoch": 48, "iter": 1100, "lr": 0.01932, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83625, "top5_acc": 0.97812, "loss_cls": 0.74851, "loss": 0.74851, "time": 0.22473} {"mode": "train", "epoch": 48, "iter": 1200, "lr": 0.01931, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83938, "top5_acc": 0.98062, "loss_cls": 0.74352, "loss": 0.74352, "time": 0.22448} {"mode": "train", "epoch": 48, "iter": 1300, "lr": 0.0193, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8525, "top5_acc": 0.98125, "loss_cls": 0.75246, "loss": 0.75246, "time": 0.22454} {"mode": "train", "epoch": 48, "iter": 1400, "lr": 0.0193, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84125, "top5_acc": 0.9825, "loss_cls": 0.75273, "loss": 0.75273, "time": 0.22445} {"mode": "train", "epoch": 48, "iter": 1500, "lr": 0.01929, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.83938, "top5_acc": 0.98062, "loss_cls": 0.74925, "loss": 0.74925, "time": 0.22698} {"mode": "train", "epoch": 48, "iter": 1600, "lr": 0.01928, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82188, "top5_acc": 0.98, "loss_cls": 0.81398, "loss": 0.81398, "time": 0.22529} {"mode": "train", "epoch": 48, "iter": 1700, "lr": 0.01927, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83562, "top5_acc": 0.98312, "loss_cls": 0.74189, "loss": 0.74189, "time": 0.22522} {"mode": "train", "epoch": 48, "iter": 1800, "lr": 0.01926, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84125, "top5_acc": 0.98, "loss_cls": 0.73188, "loss": 0.73188, "time": 0.2245} {"mode": "train", "epoch": 48, "iter": 1900, "lr": 0.01925, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86, "top5_acc": 0.9775, "loss_cls": 0.6637, "loss": 0.6637, "time": 0.2253} {"mode": "train", "epoch": 48, "iter": 2000, "lr": 0.01924, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84438, "top5_acc": 0.98312, "loss_cls": 0.72865, "loss": 0.72865, "time": 0.22531} {"mode": "train", "epoch": 48, "iter": 2100, "lr": 0.01923, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85188, "top5_acc": 0.97562, "loss_cls": 0.71433, "loss": 0.71433, "time": 0.22546} {"mode": "train", "epoch": 48, "iter": 2200, "lr": 0.01922, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83812, "top5_acc": 0.97875, "loss_cls": 0.75862, "loss": 0.75862, "time": 0.22621} {"mode": "train", "epoch": 48, "iter": 2300, "lr": 0.01922, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84125, "top5_acc": 0.98, "loss_cls": 0.73564, "loss": 0.73564, "time": 0.22493} {"mode": "train", "epoch": 48, "iter": 2400, "lr": 0.01921, "memory": 6525, "data_time": 0.00034, "top1_acc": 0.82812, "top5_acc": 0.98125, "loss_cls": 0.78443, "loss": 0.78443, "time": 0.22585} {"mode": "train", "epoch": 48, "iter": 2500, "lr": 0.0192, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83688, "top5_acc": 0.98562, "loss_cls": 0.72132, "loss": 0.72132, "time": 0.22464} {"mode": "val", "epoch": 48, "iter": 1031, "lr": 0.0192, "top1_acc": 0.76606, "top5_acc": 0.9536} {"mode": "train", "epoch": 49, "iter": 100, "lr": 0.01919, "memory": 6525, "data_time": 0.1858, "top1_acc": 0.85, "top5_acc": 0.985, "loss_cls": 0.69723, "loss": 0.69723, "time": 0.41155} {"mode": "train", "epoch": 49, "iter": 200, "lr": 0.01918, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84125, "top5_acc": 0.98062, "loss_cls": 0.72149, "loss": 0.72149, "time": 0.22389} {"mode": "train", "epoch": 49, "iter": 300, "lr": 0.01917, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85375, "top5_acc": 0.98375, "loss_cls": 0.64409, "loss": 0.64409, "time": 0.22533} {"mode": "train", "epoch": 49, "iter": 400, "lr": 0.01916, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85188, "top5_acc": 0.98125, "loss_cls": 0.71445, "loss": 0.71445, "time": 0.22476} {"mode": "train", "epoch": 49, "iter": 500, "lr": 0.01915, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84188, "top5_acc": 0.97812, "loss_cls": 0.74302, "loss": 0.74302, "time": 0.2247} {"mode": "train", "epoch": 49, "iter": 600, "lr": 0.01914, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84938, "top5_acc": 0.98312, "loss_cls": 0.69788, "loss": 0.69788, "time": 0.22412} {"mode": "train", "epoch": 49, "iter": 700, "lr": 0.01914, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8375, "top5_acc": 0.98438, "loss_cls": 0.71535, "loss": 0.71535, "time": 0.22632} {"mode": "train", "epoch": 49, "iter": 800, "lr": 0.01913, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83438, "top5_acc": 0.97812, "loss_cls": 0.78868, "loss": 0.78868, "time": 0.22547} {"mode": "train", "epoch": 49, "iter": 900, "lr": 0.01912, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84125, "top5_acc": 0.97625, "loss_cls": 0.74748, "loss": 0.74748, "time": 0.22553} {"mode": "train", "epoch": 49, "iter": 1000, "lr": 0.01911, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84562, "top5_acc": 0.98562, "loss_cls": 0.71272, "loss": 0.71272, "time": 0.22522} {"mode": "train", "epoch": 49, "iter": 1100, "lr": 0.0191, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.84188, "top5_acc": 0.97312, "loss_cls": 0.77363, "loss": 0.77363, "time": 0.22673} {"mode": "train", "epoch": 49, "iter": 1200, "lr": 0.01909, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.85562, "top5_acc": 0.98375, "loss_cls": 0.66785, "loss": 0.66785, "time": 0.22552} {"mode": "train", "epoch": 49, "iter": 1300, "lr": 0.01908, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8375, "top5_acc": 0.98, "loss_cls": 0.76229, "loss": 0.76229, "time": 0.22541} {"mode": "train", "epoch": 49, "iter": 1400, "lr": 0.01907, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85625, "top5_acc": 0.97812, "loss_cls": 0.73413, "loss": 0.73413, "time": 0.22582} {"mode": "train", "epoch": 49, "iter": 1500, "lr": 0.01907, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85188, "top5_acc": 0.97875, "loss_cls": 0.70976, "loss": 0.70976, "time": 0.22598} {"mode": "train", "epoch": 49, "iter": 1600, "lr": 0.01906, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.85875, "top5_acc": 0.97812, "loss_cls": 0.70581, "loss": 0.70581, "time": 0.22568} {"mode": "train", "epoch": 49, "iter": 1700, "lr": 0.01905, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85375, "top5_acc": 0.98562, "loss_cls": 0.69112, "loss": 0.69112, "time": 0.22513} {"mode": "train", "epoch": 49, "iter": 1800, "lr": 0.01904, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.8525, "top5_acc": 0.98125, "loss_cls": 0.71742, "loss": 0.71742, "time": 0.22603} {"mode": "train", "epoch": 49, "iter": 1900, "lr": 0.01903, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85688, "top5_acc": 0.98375, "loss_cls": 0.72729, "loss": 0.72729, "time": 0.22522} {"mode": "train", "epoch": 49, "iter": 2000, "lr": 0.01902, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.82875, "top5_acc": 0.97062, "loss_cls": 0.8133, "loss": 0.8133, "time": 0.22559} {"mode": "train", "epoch": 49, "iter": 2100, "lr": 0.01901, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84375, "top5_acc": 0.98438, "loss_cls": 0.70687, "loss": 0.70687, "time": 0.22637} {"mode": "train", "epoch": 49, "iter": 2200, "lr": 0.019, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86, "top5_acc": 0.98438, "loss_cls": 0.66137, "loss": 0.66137, "time": 0.22563} {"mode": "train", "epoch": 49, "iter": 2300, "lr": 0.01899, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83688, "top5_acc": 0.97375, "loss_cls": 0.78504, "loss": 0.78504, "time": 0.22563} {"mode": "train", "epoch": 49, "iter": 2400, "lr": 0.01898, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.83812, "top5_acc": 0.98125, "loss_cls": 0.77995, "loss": 0.77995, "time": 0.22605} {"mode": "train", "epoch": 49, "iter": 2500, "lr": 0.01898, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.835, "top5_acc": 0.97188, "loss_cls": 0.79836, "loss": 0.79836, "time": 0.2247} {"mode": "val", "epoch": 49, "iter": 1031, "lr": 0.01898, "top1_acc": 0.79159, "top5_acc": 0.96355} {"mode": "train", "epoch": 50, "iter": 100, "lr": 0.01897, "memory": 6525, "data_time": 0.18701, "top1_acc": 0.85188, "top5_acc": 0.9775, "loss_cls": 0.69944, "loss": 0.69944, "time": 0.41298} {"mode": "train", "epoch": 50, "iter": 200, "lr": 0.01896, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.85125, "top5_acc": 0.98312, "loss_cls": 0.6965, "loss": 0.6965, "time": 0.2247} {"mode": "train", "epoch": 50, "iter": 300, "lr": 0.01895, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8525, "top5_acc": 0.97625, "loss_cls": 0.73907, "loss": 0.73907, "time": 0.22565} {"mode": "train", "epoch": 50, "iter": 400, "lr": 0.01894, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85625, "top5_acc": 0.98312, "loss_cls": 0.69941, "loss": 0.69941, "time": 0.22483} {"mode": "train", "epoch": 50, "iter": 500, "lr": 0.01893, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86125, "top5_acc": 0.98188, "loss_cls": 0.65523, "loss": 0.65523, "time": 0.22486} {"mode": "train", "epoch": 50, "iter": 600, "lr": 0.01892, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85625, "top5_acc": 0.98, "loss_cls": 0.66821, "loss": 0.66821, "time": 0.22418} {"mode": "train", "epoch": 50, "iter": 700, "lr": 0.01891, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.83625, "top5_acc": 0.98188, "loss_cls": 0.7682, "loss": 0.7682, "time": 0.22551} {"mode": "train", "epoch": 50, "iter": 800, "lr": 0.0189, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85125, "top5_acc": 0.98312, "loss_cls": 0.73583, "loss": 0.73583, "time": 0.22578} {"mode": "train", "epoch": 50, "iter": 900, "lr": 0.01889, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84375, "top5_acc": 0.98062, "loss_cls": 0.74253, "loss": 0.74253, "time": 0.22554} {"mode": "train", "epoch": 50, "iter": 1000, "lr": 0.01889, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.845, "top5_acc": 0.98562, "loss_cls": 0.71503, "loss": 0.71503, "time": 0.22476} {"mode": "train", "epoch": 50, "iter": 1100, "lr": 0.01888, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.84625, "top5_acc": 0.98062, "loss_cls": 0.71809, "loss": 0.71809, "time": 0.2257} {"mode": "train", "epoch": 50, "iter": 1200, "lr": 0.01887, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85062, "top5_acc": 0.98125, "loss_cls": 0.70937, "loss": 0.70937, "time": 0.22572} {"mode": "train", "epoch": 50, "iter": 1300, "lr": 0.01886, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.83562, "top5_acc": 0.98125, "loss_cls": 0.76395, "loss": 0.76395, "time": 0.22566} {"mode": "train", "epoch": 50, "iter": 1400, "lr": 0.01885, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.855, "top5_acc": 0.98438, "loss_cls": 0.68856, "loss": 0.68856, "time": 0.22635} {"mode": "train", "epoch": 50, "iter": 1500, "lr": 0.01884, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.84438, "top5_acc": 0.975, "loss_cls": 0.73918, "loss": 0.73918, "time": 0.22587} {"mode": "train", "epoch": 50, "iter": 1600, "lr": 0.01883, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.83, "top5_acc": 0.98, "loss_cls": 0.75156, "loss": 0.75156, "time": 0.22587} {"mode": "train", "epoch": 50, "iter": 1700, "lr": 0.01882, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.85938, "top5_acc": 0.98, "loss_cls": 0.67482, "loss": 0.67482, "time": 0.22707} {"mode": "train", "epoch": 50, "iter": 1800, "lr": 0.01881, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.835, "top5_acc": 0.98, "loss_cls": 0.773, "loss": 0.773, "time": 0.22602} {"mode": "train", "epoch": 50, "iter": 1900, "lr": 0.0188, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84688, "top5_acc": 0.98188, "loss_cls": 0.7304, "loss": 0.7304, "time": 0.22581} {"mode": "train", "epoch": 50, "iter": 2000, "lr": 0.0188, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86562, "top5_acc": 0.985, "loss_cls": 0.66617, "loss": 0.66617, "time": 0.22571} {"mode": "train", "epoch": 50, "iter": 2100, "lr": 0.01879, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.83688, "top5_acc": 0.97875, "loss_cls": 0.74163, "loss": 0.74163, "time": 0.22563} {"mode": "train", "epoch": 50, "iter": 2200, "lr": 0.01878, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.84688, "top5_acc": 0.98312, "loss_cls": 0.73697, "loss": 0.73697, "time": 0.22579} {"mode": "train", "epoch": 50, "iter": 2300, "lr": 0.01877, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.84688, "top5_acc": 0.97812, "loss_cls": 0.72755, "loss": 0.72755, "time": 0.22438} {"mode": "train", "epoch": 50, "iter": 2400, "lr": 0.01876, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.83188, "top5_acc": 0.9825, "loss_cls": 0.76943, "loss": 0.76943, "time": 0.2247} {"mode": "train", "epoch": 50, "iter": 2500, "lr": 0.01875, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.83812, "top5_acc": 0.97938, "loss_cls": 0.75713, "loss": 0.75713, "time": 0.22513} {"mode": "val", "epoch": 50, "iter": 1031, "lr": 0.01875, "top1_acc": 0.807, "top5_acc": 0.96713} {"mode": "train", "epoch": 51, "iter": 100, "lr": 0.01874, "memory": 6525, "data_time": 0.18295, "top1_acc": 0.855, "top5_acc": 0.98562, "loss_cls": 0.6527, "loss": 0.6527, "time": 0.40708} {"mode": "train", "epoch": 51, "iter": 200, "lr": 0.01873, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.85688, "top5_acc": 0.98812, "loss_cls": 0.64791, "loss": 0.64791, "time": 0.22383} {"mode": "train", "epoch": 51, "iter": 300, "lr": 0.01872, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84875, "top5_acc": 0.99, "loss_cls": 0.69294, "loss": 0.69294, "time": 0.22423} {"mode": "train", "epoch": 51, "iter": 400, "lr": 0.01871, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.84875, "top5_acc": 0.98, "loss_cls": 0.70128, "loss": 0.70128, "time": 0.22462} {"mode": "train", "epoch": 51, "iter": 500, "lr": 0.0187, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.8475, "top5_acc": 0.98188, "loss_cls": 0.74048, "loss": 0.74048, "time": 0.2239} {"mode": "train", "epoch": 51, "iter": 600, "lr": 0.0187, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85938, "top5_acc": 0.98062, "loss_cls": 0.68311, "loss": 0.68311, "time": 0.22441} {"mode": "train", "epoch": 51, "iter": 700, "lr": 0.01869, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85, "top5_acc": 0.98062, "loss_cls": 0.72524, "loss": 0.72524, "time": 0.2254} {"mode": "train", "epoch": 51, "iter": 800, "lr": 0.01868, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84438, "top5_acc": 0.98188, "loss_cls": 0.73271, "loss": 0.73271, "time": 0.22481} {"mode": "train", "epoch": 51, "iter": 900, "lr": 0.01867, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83812, "top5_acc": 0.98625, "loss_cls": 0.73747, "loss": 0.73747, "time": 0.22602} {"mode": "train", "epoch": 51, "iter": 1000, "lr": 0.01866, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85438, "top5_acc": 0.98562, "loss_cls": 0.70717, "loss": 0.70717, "time": 0.22492} {"mode": "train", "epoch": 51, "iter": 1100, "lr": 0.01865, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84688, "top5_acc": 0.9775, "loss_cls": 0.71373, "loss": 0.71373, "time": 0.22497} {"mode": "train", "epoch": 51, "iter": 1200, "lr": 0.01864, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.85312, "top5_acc": 0.97875, "loss_cls": 0.72558, "loss": 0.72558, "time": 0.22463} {"mode": "train", "epoch": 51, "iter": 1300, "lr": 0.01863, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85188, "top5_acc": 0.97688, "loss_cls": 0.72765, "loss": 0.72765, "time": 0.22437} {"mode": "train", "epoch": 51, "iter": 1400, "lr": 0.01862, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84875, "top5_acc": 0.98625, "loss_cls": 0.71205, "loss": 0.71205, "time": 0.2243} {"mode": "train", "epoch": 51, "iter": 1500, "lr": 0.01861, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84938, "top5_acc": 0.97875, "loss_cls": 0.71989, "loss": 0.71989, "time": 0.22514} {"mode": "train", "epoch": 51, "iter": 1600, "lr": 0.0186, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85562, "top5_acc": 0.98188, "loss_cls": 0.71373, "loss": 0.71373, "time": 0.22459} {"mode": "train", "epoch": 51, "iter": 1700, "lr": 0.0186, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85188, "top5_acc": 0.97875, "loss_cls": 0.68134, "loss": 0.68134, "time": 0.22337} {"mode": "train", "epoch": 51, "iter": 1800, "lr": 0.01859, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83188, "top5_acc": 0.97812, "loss_cls": 0.78711, "loss": 0.78711, "time": 0.22359} {"mode": "train", "epoch": 51, "iter": 1900, "lr": 0.01858, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84562, "top5_acc": 0.985, "loss_cls": 0.70698, "loss": 0.70698, "time": 0.22473} {"mode": "train", "epoch": 51, "iter": 2000, "lr": 0.01857, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84938, "top5_acc": 0.98125, "loss_cls": 0.72932, "loss": 0.72932, "time": 0.22409} {"mode": "train", "epoch": 51, "iter": 2100, "lr": 0.01856, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84688, "top5_acc": 0.98562, "loss_cls": 0.65867, "loss": 0.65867, "time": 0.22436} {"mode": "train", "epoch": 51, "iter": 2200, "lr": 0.01855, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85688, "top5_acc": 0.98562, "loss_cls": 0.66789, "loss": 0.66789, "time": 0.22501} {"mode": "train", "epoch": 51, "iter": 2300, "lr": 0.01854, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.84688, "top5_acc": 0.97562, "loss_cls": 0.71069, "loss": 0.71069, "time": 0.22568} {"mode": "train", "epoch": 51, "iter": 2400, "lr": 0.01853, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85438, "top5_acc": 0.98312, "loss_cls": 0.68581, "loss": 0.68581, "time": 0.22545} {"mode": "train", "epoch": 51, "iter": 2500, "lr": 0.01852, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8475, "top5_acc": 0.97062, "loss_cls": 0.73928, "loss": 0.73928, "time": 0.2246} {"mode": "val", "epoch": 51, "iter": 1031, "lr": 0.01852, "top1_acc": 0.79839, "top5_acc": 0.96452} {"mode": "train", "epoch": 52, "iter": 100, "lr": 0.01851, "memory": 6525, "data_time": 0.18474, "top1_acc": 0.86312, "top5_acc": 0.98062, "loss_cls": 0.6615, "loss": 0.6615, "time": 0.4093} {"mode": "train", "epoch": 52, "iter": 200, "lr": 0.0185, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.85188, "top5_acc": 0.9825, "loss_cls": 0.69252, "loss": 0.69252, "time": 0.22571} {"mode": "train", "epoch": 52, "iter": 300, "lr": 0.01849, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86438, "top5_acc": 0.98062, "loss_cls": 0.6831, "loss": 0.6831, "time": 0.22529} {"mode": "train", "epoch": 52, "iter": 400, "lr": 0.01849, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.85125, "top5_acc": 0.98312, "loss_cls": 0.67279, "loss": 0.67279, "time": 0.22451} {"mode": "train", "epoch": 52, "iter": 500, "lr": 0.01848, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.855, "top5_acc": 0.9825, "loss_cls": 0.70194, "loss": 0.70194, "time": 0.22432} {"mode": "train", "epoch": 52, "iter": 600, "lr": 0.01847, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.85562, "top5_acc": 0.98125, "loss_cls": 0.68696, "loss": 0.68696, "time": 0.22517} {"mode": "train", "epoch": 52, "iter": 700, "lr": 0.01846, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86438, "top5_acc": 0.98, "loss_cls": 0.65598, "loss": 0.65598, "time": 0.22477} {"mode": "train", "epoch": 52, "iter": 800, "lr": 0.01845, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85875, "top5_acc": 0.97938, "loss_cls": 0.67385, "loss": 0.67385, "time": 0.22405} {"mode": "train", "epoch": 52, "iter": 900, "lr": 0.01844, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.8525, "top5_acc": 0.98438, "loss_cls": 0.67395, "loss": 0.67395, "time": 0.225} {"mode": "train", "epoch": 52, "iter": 1000, "lr": 0.01843, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.845, "top5_acc": 0.98188, "loss_cls": 0.70481, "loss": 0.70481, "time": 0.22524} {"mode": "train", "epoch": 52, "iter": 1100, "lr": 0.01842, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.85312, "top5_acc": 0.97688, "loss_cls": 0.76236, "loss": 0.76236, "time": 0.22466} {"mode": "train", "epoch": 52, "iter": 1200, "lr": 0.01841, "memory": 6525, "data_time": 0.00052, "top1_acc": 0.83812, "top5_acc": 0.98188, "loss_cls": 0.73973, "loss": 0.73973, "time": 0.22478} {"mode": "train", "epoch": 52, "iter": 1300, "lr": 0.0184, "memory": 6525, "data_time": 0.00043, "top1_acc": 0.83812, "top5_acc": 0.98312, "loss_cls": 0.73077, "loss": 0.73077, "time": 0.2261} {"mode": "train", "epoch": 52, "iter": 1400, "lr": 0.01839, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85688, "top5_acc": 0.98125, "loss_cls": 0.68312, "loss": 0.68312, "time": 0.22501} {"mode": "train", "epoch": 52, "iter": 1500, "lr": 0.01838, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83438, "top5_acc": 0.97938, "loss_cls": 0.77583, "loss": 0.77583, "time": 0.22426} {"mode": "train", "epoch": 52, "iter": 1600, "lr": 0.01838, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84625, "top5_acc": 0.98125, "loss_cls": 0.72458, "loss": 0.72458, "time": 0.22382} {"mode": "train", "epoch": 52, "iter": 1700, "lr": 0.01837, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85625, "top5_acc": 0.9775, "loss_cls": 0.7162, "loss": 0.7162, "time": 0.22505} {"mode": "train", "epoch": 52, "iter": 1800, "lr": 0.01836, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.8575, "top5_acc": 0.9825, "loss_cls": 0.68308, "loss": 0.68308, "time": 0.22637} {"mode": "train", "epoch": 52, "iter": 1900, "lr": 0.01835, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8525, "top5_acc": 0.97875, "loss_cls": 0.72794, "loss": 0.72794, "time": 0.22568} {"mode": "train", "epoch": 52, "iter": 2000, "lr": 0.01834, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.855, "top5_acc": 0.9825, "loss_cls": 0.72461, "loss": 0.72461, "time": 0.22573} {"mode": "train", "epoch": 52, "iter": 2100, "lr": 0.01833, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86375, "top5_acc": 0.98312, "loss_cls": 0.67106, "loss": 0.67106, "time": 0.22519} {"mode": "train", "epoch": 52, "iter": 2200, "lr": 0.01832, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86562, "top5_acc": 0.9875, "loss_cls": 0.63836, "loss": 0.63836, "time": 0.22546} {"mode": "train", "epoch": 52, "iter": 2300, "lr": 0.01831, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85188, "top5_acc": 0.98, "loss_cls": 0.71161, "loss": 0.71161, "time": 0.22449} {"mode": "train", "epoch": 52, "iter": 2400, "lr": 0.0183, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85562, "top5_acc": 0.98062, "loss_cls": 0.72921, "loss": 0.72921, "time": 0.22378} {"mode": "train", "epoch": 52, "iter": 2500, "lr": 0.01829, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84, "top5_acc": 0.98, "loss_cls": 0.73286, "loss": 0.73286, "time": 0.22418} {"mode": "val", "epoch": 52, "iter": 1031, "lr": 0.01829, "top1_acc": 0.76509, "top5_acc": 0.95336} {"mode": "train", "epoch": 53, "iter": 100, "lr": 0.01828, "memory": 6525, "data_time": 0.18211, "top1_acc": 0.86062, "top5_acc": 0.98375, "loss_cls": 0.64557, "loss": 0.64557, "time": 0.4075} {"mode": "train", "epoch": 53, "iter": 200, "lr": 0.01827, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.84438, "top5_acc": 0.97875, "loss_cls": 0.70252, "loss": 0.70252, "time": 0.22624} {"mode": "train", "epoch": 53, "iter": 300, "lr": 0.01826, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83938, "top5_acc": 0.99, "loss_cls": 0.7207, "loss": 0.7207, "time": 0.22532} {"mode": "train", "epoch": 53, "iter": 400, "lr": 0.01825, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83812, "top5_acc": 0.97938, "loss_cls": 0.7431, "loss": 0.7431, "time": 0.22468} {"mode": "train", "epoch": 53, "iter": 500, "lr": 0.01824, "memory": 6525, "data_time": 0.00054, "top1_acc": 0.86125, "top5_acc": 0.9825, "loss_cls": 0.68478, "loss": 0.68478, "time": 0.22473} {"mode": "train", "epoch": 53, "iter": 600, "lr": 0.01824, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85, "top5_acc": 0.97625, "loss_cls": 0.73756, "loss": 0.73756, "time": 0.22489} {"mode": "train", "epoch": 53, "iter": 700, "lr": 0.01823, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.85938, "top5_acc": 0.98438, "loss_cls": 0.68483, "loss": 0.68483, "time": 0.22411} {"mode": "train", "epoch": 53, "iter": 800, "lr": 0.01822, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.845, "top5_acc": 0.98312, "loss_cls": 0.71233, "loss": 0.71233, "time": 0.2252} {"mode": "train", "epoch": 53, "iter": 900, "lr": 0.01821, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86625, "top5_acc": 0.9825, "loss_cls": 0.65454, "loss": 0.65454, "time": 0.22482} {"mode": "train", "epoch": 53, "iter": 1000, "lr": 0.0182, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86125, "top5_acc": 0.98312, "loss_cls": 0.67978, "loss": 0.67978, "time": 0.225} {"mode": "train", "epoch": 53, "iter": 1100, "lr": 0.01819, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84125, "top5_acc": 0.97875, "loss_cls": 0.74358, "loss": 0.74358, "time": 0.22532} {"mode": "train", "epoch": 53, "iter": 1200, "lr": 0.01818, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8675, "top5_acc": 0.98, "loss_cls": 0.62074, "loss": 0.62074, "time": 0.22431} {"mode": "train", "epoch": 53, "iter": 1300, "lr": 0.01817, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85312, "top5_acc": 0.98125, "loss_cls": 0.69929, "loss": 0.69929, "time": 0.22451} {"mode": "train", "epoch": 53, "iter": 1400, "lr": 0.01816, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8375, "top5_acc": 0.98188, "loss_cls": 0.75809, "loss": 0.75809, "time": 0.22387} {"mode": "train", "epoch": 53, "iter": 1500, "lr": 0.01815, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86438, "top5_acc": 0.98625, "loss_cls": 0.65481, "loss": 0.65481, "time": 0.22443} {"mode": "train", "epoch": 53, "iter": 1600, "lr": 0.01814, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84875, "top5_acc": 0.98125, "loss_cls": 0.72158, "loss": 0.72158, "time": 0.22485} {"mode": "train", "epoch": 53, "iter": 1700, "lr": 0.01813, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.84562, "top5_acc": 0.97438, "loss_cls": 0.72228, "loss": 0.72228, "time": 0.22378} {"mode": "train", "epoch": 53, "iter": 1800, "lr": 0.01812, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85562, "top5_acc": 0.98625, "loss_cls": 0.69547, "loss": 0.69547, "time": 0.22489} {"mode": "train", "epoch": 53, "iter": 1900, "lr": 0.01811, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84625, "top5_acc": 0.98312, "loss_cls": 0.69946, "loss": 0.69946, "time": 0.22511} {"mode": "train", "epoch": 53, "iter": 2000, "lr": 0.01811, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.85375, "top5_acc": 0.9825, "loss_cls": 0.67942, "loss": 0.67942, "time": 0.22507} {"mode": "train", "epoch": 53, "iter": 2100, "lr": 0.0181, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84625, "top5_acc": 0.98312, "loss_cls": 0.70422, "loss": 0.70422, "time": 0.22504} {"mode": "train", "epoch": 53, "iter": 2200, "lr": 0.01809, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83438, "top5_acc": 0.97812, "loss_cls": 0.77657, "loss": 0.77657, "time": 0.22542} {"mode": "train", "epoch": 53, "iter": 2300, "lr": 0.01808, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83688, "top5_acc": 0.97375, "loss_cls": 0.75922, "loss": 0.75922, "time": 0.22455} {"mode": "train", "epoch": 53, "iter": 2400, "lr": 0.01807, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85188, "top5_acc": 0.98125, "loss_cls": 0.72158, "loss": 0.72158, "time": 0.2255} {"mode": "train", "epoch": 53, "iter": 2500, "lr": 0.01806, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84125, "top5_acc": 0.98938, "loss_cls": 0.70318, "loss": 0.70318, "time": 0.22443} {"mode": "val", "epoch": 53, "iter": 1031, "lr": 0.01806, "top1_acc": 0.79978, "top5_acc": 0.96373} {"mode": "train", "epoch": 54, "iter": 100, "lr": 0.01805, "memory": 6525, "data_time": 0.18556, "top1_acc": 0.85938, "top5_acc": 0.98125, "loss_cls": 0.63374, "loss": 0.63374, "time": 0.41153} {"mode": "train", "epoch": 54, "iter": 200, "lr": 0.01804, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86188, "top5_acc": 0.97938, "loss_cls": 0.67108, "loss": 0.67108, "time": 0.22352} {"mode": "train", "epoch": 54, "iter": 300, "lr": 0.01803, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86125, "top5_acc": 0.9775, "loss_cls": 0.65258, "loss": 0.65258, "time": 0.22566} {"mode": "train", "epoch": 54, "iter": 400, "lr": 0.01802, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.85562, "top5_acc": 0.98625, "loss_cls": 0.69007, "loss": 0.69007, "time": 0.22515} {"mode": "train", "epoch": 54, "iter": 500, "lr": 0.01801, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86812, "top5_acc": 0.98562, "loss_cls": 0.63273, "loss": 0.63273, "time": 0.22463} {"mode": "train", "epoch": 54, "iter": 600, "lr": 0.018, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84812, "top5_acc": 0.98375, "loss_cls": 0.71652, "loss": 0.71652, "time": 0.22454} {"mode": "train", "epoch": 54, "iter": 700, "lr": 0.01799, "memory": 6525, "data_time": 0.00039, "top1_acc": 0.85125, "top5_acc": 0.98312, "loss_cls": 0.68854, "loss": 0.68854, "time": 0.22571} {"mode": "train", "epoch": 54, "iter": 800, "lr": 0.01798, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.83062, "top5_acc": 0.98, "loss_cls": 0.77039, "loss": 0.77039, "time": 0.22533} {"mode": "train", "epoch": 54, "iter": 900, "lr": 0.01797, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86125, "top5_acc": 0.98, "loss_cls": 0.6714, "loss": 0.6714, "time": 0.2248} {"mode": "train", "epoch": 54, "iter": 1000, "lr": 0.01796, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8625, "top5_acc": 0.9875, "loss_cls": 0.65683, "loss": 0.65683, "time": 0.22398} {"mode": "train", "epoch": 54, "iter": 1100, "lr": 0.01795, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86812, "top5_acc": 0.985, "loss_cls": 0.65443, "loss": 0.65443, "time": 0.22588} {"mode": "train", "epoch": 54, "iter": 1200, "lr": 0.01795, "memory": 6525, "data_time": 0.00037, "top1_acc": 0.87062, "top5_acc": 0.98125, "loss_cls": 0.64434, "loss": 0.64434, "time": 0.22616} {"mode": "train", "epoch": 54, "iter": 1300, "lr": 0.01794, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84188, "top5_acc": 0.97438, "loss_cls": 0.74622, "loss": 0.74622, "time": 0.22554} {"mode": "train", "epoch": 54, "iter": 1400, "lr": 0.01793, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85938, "top5_acc": 0.9875, "loss_cls": 0.65934, "loss": 0.65934, "time": 0.22463} {"mode": "train", "epoch": 54, "iter": 1500, "lr": 0.01792, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85, "top5_acc": 0.97688, "loss_cls": 0.72666, "loss": 0.72666, "time": 0.22446} {"mode": "train", "epoch": 54, "iter": 1600, "lr": 0.01791, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.86812, "top5_acc": 0.98875, "loss_cls": 0.6385, "loss": 0.6385, "time": 0.22505} {"mode": "train", "epoch": 54, "iter": 1700, "lr": 0.0179, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8625, "top5_acc": 0.9825, "loss_cls": 0.67699, "loss": 0.67699, "time": 0.2246} {"mode": "train", "epoch": 54, "iter": 1800, "lr": 0.01789, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84625, "top5_acc": 0.9775, "loss_cls": 0.72743, "loss": 0.72743, "time": 0.22603} {"mode": "train", "epoch": 54, "iter": 1900, "lr": 0.01788, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.84812, "top5_acc": 0.98062, "loss_cls": 0.72285, "loss": 0.72285, "time": 0.2252} {"mode": "train", "epoch": 54, "iter": 2000, "lr": 0.01787, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85312, "top5_acc": 0.98375, "loss_cls": 0.6968, "loss": 0.6968, "time": 0.22578} {"mode": "train", "epoch": 54, "iter": 2100, "lr": 0.01786, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85188, "top5_acc": 0.98188, "loss_cls": 0.72367, "loss": 0.72367, "time": 0.2249} {"mode": "train", "epoch": 54, "iter": 2200, "lr": 0.01785, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.83562, "top5_acc": 0.97812, "loss_cls": 0.7434, "loss": 0.7434, "time": 0.22496} {"mode": "train", "epoch": 54, "iter": 2300, "lr": 0.01784, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84938, "top5_acc": 0.98625, "loss_cls": 0.69829, "loss": 0.69829, "time": 0.22392} {"mode": "train", "epoch": 54, "iter": 2400, "lr": 0.01783, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86062, "top5_acc": 0.985, "loss_cls": 0.65214, "loss": 0.65214, "time": 0.22471} {"mode": "train", "epoch": 54, "iter": 2500, "lr": 0.01782, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85188, "top5_acc": 0.98312, "loss_cls": 0.69258, "loss": 0.69258, "time": 0.22477} {"mode": "val", "epoch": 54, "iter": 1031, "lr": 0.01782, "top1_acc": 0.7828, "top5_acc": 0.96391} {"mode": "train", "epoch": 55, "iter": 100, "lr": 0.01781, "memory": 6525, "data_time": 0.18786, "top1_acc": 0.87438, "top5_acc": 0.98625, "loss_cls": 0.60892, "loss": 0.60892, "time": 0.41325} {"mode": "train", "epoch": 55, "iter": 200, "lr": 0.0178, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88, "top5_acc": 0.98625, "loss_cls": 0.57601, "loss": 0.57601, "time": 0.22476} {"mode": "train", "epoch": 55, "iter": 300, "lr": 0.01779, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8725, "top5_acc": 0.99, "loss_cls": 0.59061, "loss": 0.59061, "time": 0.22443} {"mode": "train", "epoch": 55, "iter": 400, "lr": 0.01778, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83438, "top5_acc": 0.9825, "loss_cls": 0.72326, "loss": 0.72326, "time": 0.22416} {"mode": "train", "epoch": 55, "iter": 500, "lr": 0.01778, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83938, "top5_acc": 0.98125, "loss_cls": 0.72478, "loss": 0.72478, "time": 0.22527} {"mode": "train", "epoch": 55, "iter": 600, "lr": 0.01777, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85875, "top5_acc": 0.98125, "loss_cls": 0.68309, "loss": 0.68309, "time": 0.22504} {"mode": "train", "epoch": 55, "iter": 700, "lr": 0.01776, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84562, "top5_acc": 0.98062, "loss_cls": 0.73467, "loss": 0.73467, "time": 0.22413} {"mode": "train", "epoch": 55, "iter": 800, "lr": 0.01775, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8575, "top5_acc": 0.98938, "loss_cls": 0.65144, "loss": 0.65144, "time": 0.22607} {"mode": "train", "epoch": 55, "iter": 900, "lr": 0.01774, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85438, "top5_acc": 0.98562, "loss_cls": 0.71535, "loss": 0.71535, "time": 0.22542} {"mode": "train", "epoch": 55, "iter": 1000, "lr": 0.01773, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85438, "top5_acc": 0.98125, "loss_cls": 0.68093, "loss": 0.68093, "time": 0.22553} {"mode": "train", "epoch": 55, "iter": 1100, "lr": 0.01772, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85812, "top5_acc": 0.98125, "loss_cls": 0.68623, "loss": 0.68623, "time": 0.22485} {"mode": "train", "epoch": 55, "iter": 1200, "lr": 0.01771, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87188, "top5_acc": 0.98188, "loss_cls": 0.62951, "loss": 0.62951, "time": 0.22561} {"mode": "train", "epoch": 55, "iter": 1300, "lr": 0.0177, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8625, "top5_acc": 0.97812, "loss_cls": 0.6668, "loss": 0.6668, "time": 0.22498} {"mode": "train", "epoch": 55, "iter": 1400, "lr": 0.01769, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83812, "top5_acc": 0.97812, "loss_cls": 0.74974, "loss": 0.74974, "time": 0.22533} {"mode": "train", "epoch": 55, "iter": 1500, "lr": 0.01768, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84125, "top5_acc": 0.97625, "loss_cls": 0.72254, "loss": 0.72254, "time": 0.22474} {"mode": "train", "epoch": 55, "iter": 1600, "lr": 0.01767, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87562, "top5_acc": 0.98062, "loss_cls": 0.65943, "loss": 0.65943, "time": 0.22504} {"mode": "train", "epoch": 55, "iter": 1700, "lr": 0.01766, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86438, "top5_acc": 0.98125, "loss_cls": 0.67529, "loss": 0.67529, "time": 0.22483} {"mode": "train", "epoch": 55, "iter": 1800, "lr": 0.01765, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83562, "top5_acc": 0.97938, "loss_cls": 0.75787, "loss": 0.75787, "time": 0.22438} {"mode": "train", "epoch": 55, "iter": 1900, "lr": 0.01764, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8675, "top5_acc": 0.97938, "loss_cls": 0.70278, "loss": 0.70278, "time": 0.22438} {"mode": "train", "epoch": 55, "iter": 2000, "lr": 0.01763, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8475, "top5_acc": 0.9825, "loss_cls": 0.70812, "loss": 0.70812, "time": 0.22459} {"mode": "train", "epoch": 55, "iter": 2100, "lr": 0.01762, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8675, "top5_acc": 0.98562, "loss_cls": 0.63715, "loss": 0.63715, "time": 0.2245} {"mode": "train", "epoch": 55, "iter": 2200, "lr": 0.01761, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.85938, "top5_acc": 0.98188, "loss_cls": 0.68926, "loss": 0.68926, "time": 0.22483} {"mode": "train", "epoch": 55, "iter": 2300, "lr": 0.0176, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85375, "top5_acc": 0.97875, "loss_cls": 0.72524, "loss": 0.72524, "time": 0.22444} {"mode": "train", "epoch": 55, "iter": 2400, "lr": 0.01759, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85438, "top5_acc": 0.9825, "loss_cls": 0.72323, "loss": 0.72323, "time": 0.22448} {"mode": "train", "epoch": 55, "iter": 2500, "lr": 0.01758, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84875, "top5_acc": 0.97625, "loss_cls": 0.71787, "loss": 0.71787, "time": 0.2251} {"mode": "val", "epoch": 55, "iter": 1031, "lr": 0.01758, "top1_acc": 0.77795, "top5_acc": 0.96045} {"mode": "train", "epoch": 56, "iter": 100, "lr": 0.01757, "memory": 6525, "data_time": 0.18604, "top1_acc": 0.88188, "top5_acc": 0.98625, "loss_cls": 0.58455, "loss": 0.58455, "time": 0.41008} {"mode": "train", "epoch": 56, "iter": 200, "lr": 0.01757, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.87438, "top5_acc": 0.9875, "loss_cls": 0.60328, "loss": 0.60328, "time": 0.22448} {"mode": "train", "epoch": 56, "iter": 300, "lr": 0.01756, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.84688, "top5_acc": 0.98438, "loss_cls": 0.67681, "loss": 0.67681, "time": 0.22502} {"mode": "train", "epoch": 56, "iter": 400, "lr": 0.01755, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88, "top5_acc": 0.98312, "loss_cls": 0.60012, "loss": 0.60012, "time": 0.2256} {"mode": "train", "epoch": 56, "iter": 500, "lr": 0.01754, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85812, "top5_acc": 0.98375, "loss_cls": 0.63005, "loss": 0.63005, "time": 0.22522} {"mode": "train", "epoch": 56, "iter": 600, "lr": 0.01753, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85562, "top5_acc": 0.9825, "loss_cls": 0.67928, "loss": 0.67928, "time": 0.22467} {"mode": "train", "epoch": 56, "iter": 700, "lr": 0.01752, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84875, "top5_acc": 0.97938, "loss_cls": 0.69736, "loss": 0.69736, "time": 0.22543} {"mode": "train", "epoch": 56, "iter": 800, "lr": 0.01751, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86125, "top5_acc": 0.98625, "loss_cls": 0.65819, "loss": 0.65819, "time": 0.22578} {"mode": "train", "epoch": 56, "iter": 900, "lr": 0.0175, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84125, "top5_acc": 0.97875, "loss_cls": 0.7358, "loss": 0.7358, "time": 0.22539} {"mode": "train", "epoch": 56, "iter": 1000, "lr": 0.01749, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86188, "top5_acc": 0.98125, "loss_cls": 0.67763, "loss": 0.67763, "time": 0.22514} {"mode": "train", "epoch": 56, "iter": 1100, "lr": 0.01748, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86375, "top5_acc": 0.98562, "loss_cls": 0.66936, "loss": 0.66936, "time": 0.22449} {"mode": "train", "epoch": 56, "iter": 1200, "lr": 0.01747, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85875, "top5_acc": 0.97688, "loss_cls": 0.66738, "loss": 0.66738, "time": 0.22704} {"mode": "train", "epoch": 56, "iter": 1300, "lr": 0.01746, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85188, "top5_acc": 0.98438, "loss_cls": 0.66825, "loss": 0.66825, "time": 0.22389} {"mode": "train", "epoch": 56, "iter": 1400, "lr": 0.01745, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85688, "top5_acc": 0.98062, "loss_cls": 0.68701, "loss": 0.68701, "time": 0.22464} {"mode": "train", "epoch": 56, "iter": 1500, "lr": 0.01744, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85, "top5_acc": 0.97938, "loss_cls": 0.69688, "loss": 0.69688, "time": 0.22557} {"mode": "train", "epoch": 56, "iter": 1600, "lr": 0.01743, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85375, "top5_acc": 0.97562, "loss_cls": 0.72184, "loss": 0.72184, "time": 0.2254} {"mode": "train", "epoch": 56, "iter": 1700, "lr": 0.01742, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84312, "top5_acc": 0.98375, "loss_cls": 0.72089, "loss": 0.72089, "time": 0.22445} {"mode": "train", "epoch": 56, "iter": 1800, "lr": 0.01741, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83375, "top5_acc": 0.97875, "loss_cls": 0.77661, "loss": 0.77661, "time": 0.22431} {"mode": "train", "epoch": 56, "iter": 1900, "lr": 0.0174, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83438, "top5_acc": 0.9825, "loss_cls": 0.76735, "loss": 0.76735, "time": 0.224} {"mode": "train", "epoch": 56, "iter": 2000, "lr": 0.01739, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8675, "top5_acc": 0.98875, "loss_cls": 0.63424, "loss": 0.63424, "time": 0.22542} {"mode": "train", "epoch": 56, "iter": 2100, "lr": 0.01738, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86, "top5_acc": 0.98188, "loss_cls": 0.66715, "loss": 0.66715, "time": 0.22498} {"mode": "train", "epoch": 56, "iter": 2200, "lr": 0.01737, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84688, "top5_acc": 0.9825, "loss_cls": 0.69691, "loss": 0.69691, "time": 0.22564} {"mode": "train", "epoch": 56, "iter": 2300, "lr": 0.01736, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86438, "top5_acc": 0.98438, "loss_cls": 0.65004, "loss": 0.65004, "time": 0.22497} {"mode": "train", "epoch": 56, "iter": 2400, "lr": 0.01735, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84938, "top5_acc": 0.98562, "loss_cls": 0.69743, "loss": 0.69743, "time": 0.22449} {"mode": "train", "epoch": 56, "iter": 2500, "lr": 0.01734, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.84125, "top5_acc": 0.97875, "loss_cls": 0.73224, "loss": 0.73224, "time": 0.22482} {"mode": "val", "epoch": 56, "iter": 1031, "lr": 0.01734, "top1_acc": 0.80148, "top5_acc": 0.96597} {"mode": "train", "epoch": 57, "iter": 100, "lr": 0.01733, "memory": 6525, "data_time": 0.18759, "top1_acc": 0.87, "top5_acc": 0.99062, "loss_cls": 0.60783, "loss": 0.60783, "time": 0.41233} {"mode": "train", "epoch": 57, "iter": 200, "lr": 0.01732, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86562, "top5_acc": 0.98625, "loss_cls": 0.6113, "loss": 0.6113, "time": 0.22516} {"mode": "train", "epoch": 57, "iter": 300, "lr": 0.01732, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.85625, "top5_acc": 0.98312, "loss_cls": 0.65294, "loss": 0.65294, "time": 0.22543} {"mode": "train", "epoch": 57, "iter": 400, "lr": 0.01731, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.87625, "top5_acc": 0.98375, "loss_cls": 0.61953, "loss": 0.61953, "time": 0.22467} {"mode": "train", "epoch": 57, "iter": 500, "lr": 0.0173, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85312, "top5_acc": 0.98812, "loss_cls": 0.65935, "loss": 0.65935, "time": 0.22496} {"mode": "train", "epoch": 57, "iter": 600, "lr": 0.01729, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86, "top5_acc": 0.98562, "loss_cls": 0.63484, "loss": 0.63484, "time": 0.225} {"mode": "train", "epoch": 57, "iter": 700, "lr": 0.01728, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86312, "top5_acc": 0.98, "loss_cls": 0.64001, "loss": 0.64001, "time": 0.22432} {"mode": "train", "epoch": 57, "iter": 800, "lr": 0.01727, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.84125, "top5_acc": 0.97812, "loss_cls": 0.72092, "loss": 0.72092, "time": 0.22415} {"mode": "train", "epoch": 57, "iter": 900, "lr": 0.01726, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87125, "top5_acc": 0.985, "loss_cls": 0.64673, "loss": 0.64673, "time": 0.22458} {"mode": "train", "epoch": 57, "iter": 1000, "lr": 0.01725, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86188, "top5_acc": 0.975, "loss_cls": 0.68868, "loss": 0.68868, "time": 0.22498} {"mode": "train", "epoch": 57, "iter": 1100, "lr": 0.01724, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.865, "top5_acc": 0.98125, "loss_cls": 0.66231, "loss": 0.66231, "time": 0.22562} {"mode": "train", "epoch": 57, "iter": 1200, "lr": 0.01723, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8525, "top5_acc": 0.985, "loss_cls": 0.68861, "loss": 0.68861, "time": 0.22621} {"mode": "train", "epoch": 57, "iter": 1300, "lr": 0.01722, "memory": 6525, "data_time": 0.0004, "top1_acc": 0.85625, "top5_acc": 0.98688, "loss_cls": 0.67301, "loss": 0.67301, "time": 0.227} {"mode": "train", "epoch": 57, "iter": 1400, "lr": 0.01721, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84625, "top5_acc": 0.985, "loss_cls": 0.66752, "loss": 0.66752, "time": 0.22508} {"mode": "train", "epoch": 57, "iter": 1500, "lr": 0.0172, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.85312, "top5_acc": 0.97938, "loss_cls": 0.70678, "loss": 0.70678, "time": 0.22574} {"mode": "train", "epoch": 57, "iter": 1600, "lr": 0.01719, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84875, "top5_acc": 0.97938, "loss_cls": 0.69858, "loss": 0.69858, "time": 0.2256} {"mode": "train", "epoch": 57, "iter": 1700, "lr": 0.01718, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.875, "top5_acc": 0.98625, "loss_cls": 0.63738, "loss": 0.63738, "time": 0.22498} {"mode": "train", "epoch": 57, "iter": 1800, "lr": 0.01717, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84688, "top5_acc": 0.97875, "loss_cls": 0.71037, "loss": 0.71037, "time": 0.22483} {"mode": "train", "epoch": 57, "iter": 1900, "lr": 0.01716, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86062, "top5_acc": 0.98625, "loss_cls": 0.65315, "loss": 0.65315, "time": 0.22474} {"mode": "train", "epoch": 57, "iter": 2000, "lr": 0.01715, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85562, "top5_acc": 0.98562, "loss_cls": 0.67305, "loss": 0.67305, "time": 0.22627} {"mode": "train", "epoch": 57, "iter": 2100, "lr": 0.01714, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.85375, "top5_acc": 0.985, "loss_cls": 0.69712, "loss": 0.69712, "time": 0.22634} {"mode": "train", "epoch": 57, "iter": 2200, "lr": 0.01713, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86062, "top5_acc": 0.975, "loss_cls": 0.68053, "loss": 0.68053, "time": 0.22551} {"mode": "train", "epoch": 57, "iter": 2300, "lr": 0.01712, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84562, "top5_acc": 0.98188, "loss_cls": 0.71069, "loss": 0.71069, "time": 0.2251} {"mode": "train", "epoch": 57, "iter": 2400, "lr": 0.01711, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86438, "top5_acc": 0.98375, "loss_cls": 0.66977, "loss": 0.66977, "time": 0.22505} {"mode": "train", "epoch": 57, "iter": 2500, "lr": 0.0171, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.83438, "top5_acc": 0.98, "loss_cls": 0.75528, "loss": 0.75528, "time": 0.22511} {"mode": "val", "epoch": 57, "iter": 1031, "lr": 0.0171, "top1_acc": 0.66707, "top5_acc": 0.91678} {"mode": "train", "epoch": 58, "iter": 100, "lr": 0.01709, "memory": 6525, "data_time": 0.1871, "top1_acc": 0.86625, "top5_acc": 0.98688, "loss_cls": 0.65069, "loss": 0.65069, "time": 0.41368} {"mode": "train", "epoch": 58, "iter": 200, "lr": 0.01708, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87, "top5_acc": 0.99125, "loss_cls": 0.58765, "loss": 0.58765, "time": 0.22625} {"mode": "train", "epoch": 58, "iter": 300, "lr": 0.01707, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86062, "top5_acc": 0.97938, "loss_cls": 0.68155, "loss": 0.68155, "time": 0.22479} {"mode": "train", "epoch": 58, "iter": 400, "lr": 0.01706, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87438, "top5_acc": 0.99, "loss_cls": 0.58971, "loss": 0.58971, "time": 0.22465} {"mode": "train", "epoch": 58, "iter": 500, "lr": 0.01705, "memory": 6525, "data_time": 0.00034, "top1_acc": 0.85625, "top5_acc": 0.98562, "loss_cls": 0.6608, "loss": 0.6608, "time": 0.22582} {"mode": "train", "epoch": 58, "iter": 600, "lr": 0.01704, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.865, "top5_acc": 0.98438, "loss_cls": 0.63096, "loss": 0.63096, "time": 0.22502} {"mode": "train", "epoch": 58, "iter": 700, "lr": 0.01703, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.86188, "top5_acc": 0.9875, "loss_cls": 0.63632, "loss": 0.63632, "time": 0.22611} {"mode": "train", "epoch": 58, "iter": 800, "lr": 0.01702, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86562, "top5_acc": 0.98812, "loss_cls": 0.63182, "loss": 0.63182, "time": 0.22554} {"mode": "train", "epoch": 58, "iter": 900, "lr": 0.01701, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85438, "top5_acc": 0.98438, "loss_cls": 0.65913, "loss": 0.65913, "time": 0.22587} {"mode": "train", "epoch": 58, "iter": 1000, "lr": 0.017, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86938, "top5_acc": 0.98438, "loss_cls": 0.62147, "loss": 0.62147, "time": 0.22528} {"mode": "train", "epoch": 58, "iter": 1100, "lr": 0.01699, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85375, "top5_acc": 0.985, "loss_cls": 0.68568, "loss": 0.68568, "time": 0.22532} {"mode": "train", "epoch": 58, "iter": 1200, "lr": 0.01698, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85312, "top5_acc": 0.98625, "loss_cls": 0.67639, "loss": 0.67639, "time": 0.2263} {"mode": "train", "epoch": 58, "iter": 1300, "lr": 0.01698, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87, "top5_acc": 0.98438, "loss_cls": 0.5973, "loss": 0.5973, "time": 0.2251} {"mode": "train", "epoch": 58, "iter": 1400, "lr": 0.01697, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.86438, "top5_acc": 0.98062, "loss_cls": 0.67024, "loss": 0.67024, "time": 0.22488} {"mode": "train", "epoch": 58, "iter": 1500, "lr": 0.01696, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84625, "top5_acc": 0.9775, "loss_cls": 0.7178, "loss": 0.7178, "time": 0.22416} {"mode": "train", "epoch": 58, "iter": 1600, "lr": 0.01695, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85312, "top5_acc": 0.98, "loss_cls": 0.69305, "loss": 0.69305, "time": 0.22488} {"mode": "train", "epoch": 58, "iter": 1700, "lr": 0.01694, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84812, "top5_acc": 0.985, "loss_cls": 0.66511, "loss": 0.66511, "time": 0.22562} {"mode": "train", "epoch": 58, "iter": 1800, "lr": 0.01693, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84688, "top5_acc": 0.97562, "loss_cls": 0.74824, "loss": 0.74824, "time": 0.22433} {"mode": "train", "epoch": 58, "iter": 1900, "lr": 0.01692, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.86125, "top5_acc": 0.98125, "loss_cls": 0.66501, "loss": 0.66501, "time": 0.22592} {"mode": "train", "epoch": 58, "iter": 2000, "lr": 0.01691, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.86312, "top5_acc": 0.9825, "loss_cls": 0.67265, "loss": 0.67265, "time": 0.22647} {"mode": "train", "epoch": 58, "iter": 2100, "lr": 0.0169, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85938, "top5_acc": 0.98188, "loss_cls": 0.68074, "loss": 0.68074, "time": 0.22539} {"mode": "train", "epoch": 58, "iter": 2200, "lr": 0.01689, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.835, "top5_acc": 0.97938, "loss_cls": 0.78328, "loss": 0.78328, "time": 0.2251} {"mode": "train", "epoch": 58, "iter": 2300, "lr": 0.01688, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85312, "top5_acc": 0.98062, "loss_cls": 0.70734, "loss": 0.70734, "time": 0.22643} {"mode": "train", "epoch": 58, "iter": 2400, "lr": 0.01687, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.86, "top5_acc": 0.98438, "loss_cls": 0.65782, "loss": 0.65782, "time": 0.22506} {"mode": "train", "epoch": 58, "iter": 2500, "lr": 0.01686, "memory": 6525, "data_time": 0.00037, "top1_acc": 0.8475, "top5_acc": 0.97875, "loss_cls": 0.70796, "loss": 0.70796, "time": 0.22536} {"mode": "val", "epoch": 58, "iter": 1031, "lr": 0.01686, "top1_acc": 0.80943, "top5_acc": 0.96743} {"mode": "train", "epoch": 59, "iter": 100, "lr": 0.01685, "memory": 6525, "data_time": 0.18604, "top1_acc": 0.865, "top5_acc": 0.9825, "loss_cls": 0.63191, "loss": 0.63191, "time": 0.41168} {"mode": "train", "epoch": 59, "iter": 200, "lr": 0.01684, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86375, "top5_acc": 0.98562, "loss_cls": 0.65109, "loss": 0.65109, "time": 0.22705} {"mode": "train", "epoch": 59, "iter": 300, "lr": 0.01683, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.825, "top5_acc": 0.98438, "loss_cls": 0.74303, "loss": 0.74303, "time": 0.22447} {"mode": "train", "epoch": 59, "iter": 400, "lr": 0.01682, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86812, "top5_acc": 0.98375, "loss_cls": 0.61783, "loss": 0.61783, "time": 0.22544} {"mode": "train", "epoch": 59, "iter": 500, "lr": 0.01681, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.86062, "top5_acc": 0.9825, "loss_cls": 0.67773, "loss": 0.67773, "time": 0.22453} {"mode": "train", "epoch": 59, "iter": 600, "lr": 0.0168, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.85562, "top5_acc": 0.97875, "loss_cls": 0.70396, "loss": 0.70396, "time": 0.22405} {"mode": "train", "epoch": 59, "iter": 700, "lr": 0.01679, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.85312, "top5_acc": 0.98062, "loss_cls": 0.712, "loss": 0.712, "time": 0.22536} {"mode": "train", "epoch": 59, "iter": 800, "lr": 0.01678, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86125, "top5_acc": 0.98688, "loss_cls": 0.64436, "loss": 0.64436, "time": 0.22508} {"mode": "train", "epoch": 59, "iter": 900, "lr": 0.01677, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.865, "top5_acc": 0.98875, "loss_cls": 0.62155, "loss": 0.62155, "time": 0.22612} {"mode": "train", "epoch": 59, "iter": 1000, "lr": 0.01676, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.85188, "top5_acc": 0.98062, "loss_cls": 0.68706, "loss": 0.68706, "time": 0.22443} {"mode": "train", "epoch": 59, "iter": 1100, "lr": 0.01675, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85062, "top5_acc": 0.98375, "loss_cls": 0.68911, "loss": 0.68911, "time": 0.22458} {"mode": "train", "epoch": 59, "iter": 1200, "lr": 0.01674, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.85688, "top5_acc": 0.98375, "loss_cls": 0.63361, "loss": 0.63361, "time": 0.22507} {"mode": "train", "epoch": 59, "iter": 1300, "lr": 0.01673, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.85125, "top5_acc": 0.98625, "loss_cls": 0.6658, "loss": 0.6658, "time": 0.22496} {"mode": "train", "epoch": 59, "iter": 1400, "lr": 0.01672, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86625, "top5_acc": 0.98562, "loss_cls": 0.66266, "loss": 0.66266, "time": 0.22453} {"mode": "train", "epoch": 59, "iter": 1500, "lr": 0.01671, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.87625, "top5_acc": 0.98938, "loss_cls": 0.60995, "loss": 0.60995, "time": 0.22602} {"mode": "train", "epoch": 59, "iter": 1600, "lr": 0.0167, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85875, "top5_acc": 0.98062, "loss_cls": 0.68131, "loss": 0.68131, "time": 0.22608} {"mode": "train", "epoch": 59, "iter": 1700, "lr": 0.01669, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.87938, "top5_acc": 0.99188, "loss_cls": 0.60761, "loss": 0.60761, "time": 0.22655} {"mode": "train", "epoch": 59, "iter": 1800, "lr": 0.01668, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.8475, "top5_acc": 0.98188, "loss_cls": 0.67882, "loss": 0.67882, "time": 0.22437} {"mode": "train", "epoch": 59, "iter": 1900, "lr": 0.01667, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86188, "top5_acc": 0.98688, "loss_cls": 0.63072, "loss": 0.63072, "time": 0.22503} {"mode": "train", "epoch": 59, "iter": 2000, "lr": 0.01666, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86688, "top5_acc": 0.98188, "loss_cls": 0.65323, "loss": 0.65323, "time": 0.22568} {"mode": "train", "epoch": 59, "iter": 2100, "lr": 0.01665, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.84688, "top5_acc": 0.98062, "loss_cls": 0.6933, "loss": 0.6933, "time": 0.22651} {"mode": "train", "epoch": 59, "iter": 2200, "lr": 0.01664, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.86625, "top5_acc": 0.97812, "loss_cls": 0.68305, "loss": 0.68305, "time": 0.22652} {"mode": "train", "epoch": 59, "iter": 2300, "lr": 0.01663, "memory": 6525, "data_time": 0.00038, "top1_acc": 0.84625, "top5_acc": 0.97625, "loss_cls": 0.70698, "loss": 0.70698, "time": 0.2249} {"mode": "train", "epoch": 59, "iter": 2400, "lr": 0.01662, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85312, "top5_acc": 0.98438, "loss_cls": 0.67825, "loss": 0.67825, "time": 0.22567} {"mode": "train", "epoch": 59, "iter": 2500, "lr": 0.01661, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84625, "top5_acc": 0.98312, "loss_cls": 0.6957, "loss": 0.6957, "time": 0.22593} {"mode": "val", "epoch": 59, "iter": 1031, "lr": 0.01661, "top1_acc": 0.8218, "top5_acc": 0.97052} {"mode": "train", "epoch": 60, "iter": 100, "lr": 0.0166, "memory": 6525, "data_time": 0.18705, "top1_acc": 0.88625, "top5_acc": 0.985, "loss_cls": 0.58355, "loss": 0.58355, "time": 0.41462} {"mode": "train", "epoch": 60, "iter": 200, "lr": 0.01659, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86875, "top5_acc": 0.98312, "loss_cls": 0.64074, "loss": 0.64074, "time": 0.22529} {"mode": "train", "epoch": 60, "iter": 300, "lr": 0.01658, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88438, "top5_acc": 0.9825, "loss_cls": 0.59047, "loss": 0.59047, "time": 0.22509} {"mode": "train", "epoch": 60, "iter": 400, "lr": 0.01657, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86562, "top5_acc": 0.98812, "loss_cls": 0.62184, "loss": 0.62184, "time": 0.22565} {"mode": "train", "epoch": 60, "iter": 500, "lr": 0.01656, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.85375, "top5_acc": 0.97688, "loss_cls": 0.68256, "loss": 0.68256, "time": 0.22667} {"mode": "train", "epoch": 60, "iter": 600, "lr": 0.01655, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85938, "top5_acc": 0.98625, "loss_cls": 0.65013, "loss": 0.65013, "time": 0.22408} {"mode": "train", "epoch": 60, "iter": 700, "lr": 0.01654, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85062, "top5_acc": 0.97938, "loss_cls": 0.69118, "loss": 0.69118, "time": 0.22513} {"mode": "train", "epoch": 60, "iter": 800, "lr": 0.01653, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89, "top5_acc": 0.9875, "loss_cls": 0.55954, "loss": 0.55954, "time": 0.2262} {"mode": "train", "epoch": 60, "iter": 900, "lr": 0.01652, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88, "top5_acc": 0.98562, "loss_cls": 0.56706, "loss": 0.56706, "time": 0.22512} {"mode": "train", "epoch": 60, "iter": 1000, "lr": 0.01651, "memory": 6525, "data_time": 0.00043, "top1_acc": 0.86312, "top5_acc": 0.97812, "loss_cls": 0.66179, "loss": 0.66179, "time": 0.22417} {"mode": "train", "epoch": 60, "iter": 1100, "lr": 0.0165, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86125, "top5_acc": 0.98062, "loss_cls": 0.65568, "loss": 0.65568, "time": 0.22465} {"mode": "train", "epoch": 60, "iter": 1200, "lr": 0.01649, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85625, "top5_acc": 0.97562, "loss_cls": 0.7097, "loss": 0.7097, "time": 0.22594} {"mode": "train", "epoch": 60, "iter": 1300, "lr": 0.01648, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86938, "top5_acc": 0.98562, "loss_cls": 0.62148, "loss": 0.62148, "time": 0.22521} {"mode": "train", "epoch": 60, "iter": 1400, "lr": 0.01647, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86938, "top5_acc": 0.98188, "loss_cls": 0.6388, "loss": 0.6388, "time": 0.22558} {"mode": "train", "epoch": 60, "iter": 1500, "lr": 0.01646, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.855, "top5_acc": 0.98375, "loss_cls": 0.65495, "loss": 0.65495, "time": 0.22527} {"mode": "train", "epoch": 60, "iter": 1600, "lr": 0.01645, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.85938, "top5_acc": 0.9825, "loss_cls": 0.6571, "loss": 0.6571, "time": 0.22548} {"mode": "train", "epoch": 60, "iter": 1700, "lr": 0.01644, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86, "top5_acc": 0.98438, "loss_cls": 0.67279, "loss": 0.67279, "time": 0.22585} {"mode": "train", "epoch": 60, "iter": 1800, "lr": 0.01643, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86062, "top5_acc": 0.98188, "loss_cls": 0.66977, "loss": 0.66977, "time": 0.22549} {"mode": "train", "epoch": 60, "iter": 1900, "lr": 0.01642, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.8575, "top5_acc": 0.97562, "loss_cls": 0.6741, "loss": 0.6741, "time": 0.22572} {"mode": "train", "epoch": 60, "iter": 2000, "lr": 0.01641, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86188, "top5_acc": 0.98438, "loss_cls": 0.66197, "loss": 0.66197, "time": 0.22622} {"mode": "train", "epoch": 60, "iter": 2100, "lr": 0.0164, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87062, "top5_acc": 0.9875, "loss_cls": 0.63803, "loss": 0.63803, "time": 0.22646} {"mode": "train", "epoch": 60, "iter": 2200, "lr": 0.01639, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84938, "top5_acc": 0.98125, "loss_cls": 0.70048, "loss": 0.70048, "time": 0.22547} {"mode": "train", "epoch": 60, "iter": 2300, "lr": 0.01638, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.84438, "top5_acc": 0.975, "loss_cls": 0.73766, "loss": 0.73766, "time": 0.22487} {"mode": "train", "epoch": 60, "iter": 2400, "lr": 0.01637, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.875, "top5_acc": 0.99062, "loss_cls": 0.61285, "loss": 0.61285, "time": 0.22597} {"mode": "train", "epoch": 60, "iter": 2500, "lr": 0.01636, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.85562, "top5_acc": 0.98, "loss_cls": 0.69814, "loss": 0.69814, "time": 0.22529} {"mode": "val", "epoch": 60, "iter": 1031, "lr": 0.01636, "top1_acc": 0.77461, "top5_acc": 0.95493} {"mode": "train", "epoch": 61, "iter": 100, "lr": 0.01635, "memory": 6525, "data_time": 0.18496, "top1_acc": 0.88562, "top5_acc": 0.9875, "loss_cls": 0.56518, "loss": 0.56518, "time": 0.4104} {"mode": "train", "epoch": 61, "iter": 200, "lr": 0.01634, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86312, "top5_acc": 0.98875, "loss_cls": 0.61225, "loss": 0.61225, "time": 0.22524} {"mode": "train", "epoch": 61, "iter": 300, "lr": 0.01633, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8875, "top5_acc": 0.98688, "loss_cls": 0.54901, "loss": 0.54901, "time": 0.2265} {"mode": "train", "epoch": 61, "iter": 400, "lr": 0.01632, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87625, "top5_acc": 0.98875, "loss_cls": 0.59702, "loss": 0.59702, "time": 0.226} {"mode": "train", "epoch": 61, "iter": 500, "lr": 0.01631, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85438, "top5_acc": 0.98125, "loss_cls": 0.66369, "loss": 0.66369, "time": 0.22456} {"mode": "train", "epoch": 61, "iter": 600, "lr": 0.0163, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87125, "top5_acc": 0.98062, "loss_cls": 0.64691, "loss": 0.64691, "time": 0.22605} {"mode": "train", "epoch": 61, "iter": 700, "lr": 0.01629, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86938, "top5_acc": 0.98625, "loss_cls": 0.61962, "loss": 0.61962, "time": 0.22484} {"mode": "train", "epoch": 61, "iter": 800, "lr": 0.01628, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86, "top5_acc": 0.98125, "loss_cls": 0.66521, "loss": 0.66521, "time": 0.22398} {"mode": "train", "epoch": 61, "iter": 900, "lr": 0.01627, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87125, "top5_acc": 0.985, "loss_cls": 0.63236, "loss": 0.63236, "time": 0.22413} {"mode": "train", "epoch": 61, "iter": 1000, "lr": 0.01626, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84688, "top5_acc": 0.97562, "loss_cls": 0.74306, "loss": 0.74306, "time": 0.22465} {"mode": "train", "epoch": 61, "iter": 1100, "lr": 0.01625, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85875, "top5_acc": 0.98375, "loss_cls": 0.67191, "loss": 0.67191, "time": 0.22416} {"mode": "train", "epoch": 61, "iter": 1200, "lr": 0.01624, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86, "top5_acc": 0.98312, "loss_cls": 0.63661, "loss": 0.63661, "time": 0.22452} {"mode": "train", "epoch": 61, "iter": 1300, "lr": 0.01623, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8475, "top5_acc": 0.97625, "loss_cls": 0.71579, "loss": 0.71579, "time": 0.22428} {"mode": "train", "epoch": 61, "iter": 1400, "lr": 0.01622, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85562, "top5_acc": 0.985, "loss_cls": 0.67186, "loss": 0.67186, "time": 0.22538} {"mode": "train", "epoch": 61, "iter": 1500, "lr": 0.01621, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.865, "top5_acc": 0.98938, "loss_cls": 0.64149, "loss": 0.64149, "time": 0.22421} {"mode": "train", "epoch": 61, "iter": 1600, "lr": 0.0162, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.87438, "top5_acc": 0.97812, "loss_cls": 0.62832, "loss": 0.62832, "time": 0.22449} {"mode": "train", "epoch": 61, "iter": 1700, "lr": 0.01619, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86188, "top5_acc": 0.98312, "loss_cls": 0.64533, "loss": 0.64533, "time": 0.22457} {"mode": "train", "epoch": 61, "iter": 1800, "lr": 0.01618, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85312, "top5_acc": 0.98312, "loss_cls": 0.68813, "loss": 0.68813, "time": 0.22495} {"mode": "train", "epoch": 61, "iter": 1900, "lr": 0.01617, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86188, "top5_acc": 0.97812, "loss_cls": 0.67432, "loss": 0.67432, "time": 0.2256} {"mode": "train", "epoch": 61, "iter": 2000, "lr": 0.01616, "memory": 6525, "data_time": 0.00037, "top1_acc": 0.88125, "top5_acc": 0.9875, "loss_cls": 0.58308, "loss": 0.58308, "time": 0.22531} {"mode": "train", "epoch": 61, "iter": 2100, "lr": 0.01615, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.865, "top5_acc": 0.98875, "loss_cls": 0.61435, "loss": 0.61435, "time": 0.22488} {"mode": "train", "epoch": 61, "iter": 2200, "lr": 0.01614, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87312, "top5_acc": 0.98688, "loss_cls": 0.60604, "loss": 0.60604, "time": 0.2247} {"mode": "train", "epoch": 61, "iter": 2300, "lr": 0.01613, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85688, "top5_acc": 0.98125, "loss_cls": 0.70405, "loss": 0.70405, "time": 0.2249} {"mode": "train", "epoch": 61, "iter": 2400, "lr": 0.01612, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85062, "top5_acc": 0.98188, "loss_cls": 0.7112, "loss": 0.7112, "time": 0.22538} {"mode": "train", "epoch": 61, "iter": 2500, "lr": 0.01611, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85875, "top5_acc": 0.98062, "loss_cls": 0.69202, "loss": 0.69202, "time": 0.226} {"mode": "val", "epoch": 61, "iter": 1031, "lr": 0.01611, "top1_acc": 0.80245, "top5_acc": 0.96609} {"mode": "train", "epoch": 62, "iter": 100, "lr": 0.0161, "memory": 6525, "data_time": 0.18214, "top1_acc": 0.87688, "top5_acc": 0.98375, "loss_cls": 0.58608, "loss": 0.58608, "time": 0.40742} {"mode": "train", "epoch": 62, "iter": 200, "lr": 0.01609, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.87, "top5_acc": 0.98812, "loss_cls": 0.61749, "loss": 0.61749, "time": 0.22574} {"mode": "train", "epoch": 62, "iter": 300, "lr": 0.01608, "memory": 6525, "data_time": 0.00042, "top1_acc": 0.875, "top5_acc": 0.98375, "loss_cls": 0.59194, "loss": 0.59194, "time": 0.22474} {"mode": "train", "epoch": 62, "iter": 400, "lr": 0.01607, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87, "top5_acc": 0.98688, "loss_cls": 0.57014, "loss": 0.57014, "time": 0.22579} {"mode": "train", "epoch": 62, "iter": 500, "lr": 0.01606, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.8725, "top5_acc": 0.98375, "loss_cls": 0.60382, "loss": 0.60382, "time": 0.22517} {"mode": "train", "epoch": 62, "iter": 600, "lr": 0.01605, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86938, "top5_acc": 0.985, "loss_cls": 0.61913, "loss": 0.61913, "time": 0.22638} {"mode": "train", "epoch": 62, "iter": 700, "lr": 0.01604, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88562, "top5_acc": 0.98438, "loss_cls": 0.57526, "loss": 0.57526, "time": 0.22599} {"mode": "train", "epoch": 62, "iter": 800, "lr": 0.01603, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.86375, "top5_acc": 0.98, "loss_cls": 0.66929, "loss": 0.66929, "time": 0.22612} {"mode": "train", "epoch": 62, "iter": 900, "lr": 0.01602, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.83875, "top5_acc": 0.97625, "loss_cls": 0.71516, "loss": 0.71516, "time": 0.2247} {"mode": "train", "epoch": 62, "iter": 1000, "lr": 0.01601, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86688, "top5_acc": 0.98812, "loss_cls": 0.60777, "loss": 0.60777, "time": 0.22481} {"mode": "train", "epoch": 62, "iter": 1100, "lr": 0.016, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86062, "top5_acc": 0.98, "loss_cls": 0.63232, "loss": 0.63232, "time": 0.22533} {"mode": "train", "epoch": 62, "iter": 1200, "lr": 0.01599, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86562, "top5_acc": 0.98188, "loss_cls": 0.6533, "loss": 0.6533, "time": 0.22572} {"mode": "train", "epoch": 62, "iter": 1300, "lr": 0.01598, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86312, "top5_acc": 0.98562, "loss_cls": 0.64125, "loss": 0.64125, "time": 0.22566} {"mode": "train", "epoch": 62, "iter": 1400, "lr": 0.01597, "memory": 6525, "data_time": 0.00037, "top1_acc": 0.87375, "top5_acc": 0.98688, "loss_cls": 0.60073, "loss": 0.60073, "time": 0.22525} {"mode": "train", "epoch": 62, "iter": 1500, "lr": 0.01596, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86875, "top5_acc": 0.98688, "loss_cls": 0.61692, "loss": 0.61692, "time": 0.22476} {"mode": "train", "epoch": 62, "iter": 1600, "lr": 0.01595, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.87375, "top5_acc": 0.98562, "loss_cls": 0.60169, "loss": 0.60169, "time": 0.22555} {"mode": "train", "epoch": 62, "iter": 1700, "lr": 0.01594, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86, "top5_acc": 0.98375, "loss_cls": 0.673, "loss": 0.673, "time": 0.22482} {"mode": "train", "epoch": 62, "iter": 1800, "lr": 0.01593, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86938, "top5_acc": 0.98438, "loss_cls": 0.61735, "loss": 0.61735, "time": 0.22679} {"mode": "train", "epoch": 62, "iter": 1900, "lr": 0.01592, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86562, "top5_acc": 0.9825, "loss_cls": 0.63613, "loss": 0.63613, "time": 0.22589} {"mode": "train", "epoch": 62, "iter": 2000, "lr": 0.01591, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86312, "top5_acc": 0.98562, "loss_cls": 0.63825, "loss": 0.63825, "time": 0.22459} {"mode": "train", "epoch": 62, "iter": 2100, "lr": 0.0159, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.855, "top5_acc": 0.98438, "loss_cls": 0.66423, "loss": 0.66423, "time": 0.22592} {"mode": "train", "epoch": 62, "iter": 2200, "lr": 0.01589, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.845, "top5_acc": 0.98, "loss_cls": 0.7163, "loss": 0.7163, "time": 0.22604} {"mode": "train", "epoch": 62, "iter": 2300, "lr": 0.01588, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84, "top5_acc": 0.98375, "loss_cls": 0.7149, "loss": 0.7149, "time": 0.22535} {"mode": "train", "epoch": 62, "iter": 2400, "lr": 0.01587, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.85938, "top5_acc": 0.98562, "loss_cls": 0.68984, "loss": 0.68984, "time": 0.22503} {"mode": "train", "epoch": 62, "iter": 2500, "lr": 0.01586, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8675, "top5_acc": 0.985, "loss_cls": 0.62023, "loss": 0.62023, "time": 0.22537} {"mode": "val", "epoch": 62, "iter": 1031, "lr": 0.01586, "top1_acc": 0.82113, "top5_acc": 0.96992} {"mode": "train", "epoch": 63, "iter": 100, "lr": 0.01585, "memory": 6525, "data_time": 0.18532, "top1_acc": 0.87688, "top5_acc": 0.98875, "loss_cls": 0.57016, "loss": 0.57016, "time": 0.41215} {"mode": "train", "epoch": 63, "iter": 200, "lr": 0.01584, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.88, "top5_acc": 0.985, "loss_cls": 0.56948, "loss": 0.56948, "time": 0.22573} {"mode": "train", "epoch": 63, "iter": 300, "lr": 0.01583, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87125, "top5_acc": 0.98562, "loss_cls": 0.61472, "loss": 0.61472, "time": 0.22609} {"mode": "train", "epoch": 63, "iter": 400, "lr": 0.01582, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8825, "top5_acc": 0.98812, "loss_cls": 0.56727, "loss": 0.56727, "time": 0.22637} {"mode": "train", "epoch": 63, "iter": 500, "lr": 0.01581, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87312, "top5_acc": 0.98625, "loss_cls": 0.61652, "loss": 0.61652, "time": 0.22623} {"mode": "train", "epoch": 63, "iter": 600, "lr": 0.0158, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.87562, "top5_acc": 0.98812, "loss_cls": 0.56834, "loss": 0.56834, "time": 0.22568} {"mode": "train", "epoch": 63, "iter": 700, "lr": 0.01579, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86188, "top5_acc": 0.98812, "loss_cls": 0.62948, "loss": 0.62948, "time": 0.22543} {"mode": "train", "epoch": 63, "iter": 800, "lr": 0.01578, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86938, "top5_acc": 0.9825, "loss_cls": 0.63683, "loss": 0.63683, "time": 0.226} {"mode": "train", "epoch": 63, "iter": 900, "lr": 0.01577, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87375, "top5_acc": 0.99438, "loss_cls": 0.57289, "loss": 0.57289, "time": 0.22459} {"mode": "train", "epoch": 63, "iter": 1000, "lr": 0.01576, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86, "top5_acc": 0.98875, "loss_cls": 0.64021, "loss": 0.64021, "time": 0.22507} {"mode": "train", "epoch": 63, "iter": 1100, "lr": 0.01575, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86625, "top5_acc": 0.9825, "loss_cls": 0.638, "loss": 0.638, "time": 0.22482} {"mode": "train", "epoch": 63, "iter": 1200, "lr": 0.01574, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8475, "top5_acc": 0.9825, "loss_cls": 0.66049, "loss": 0.66049, "time": 0.2261} {"mode": "train", "epoch": 63, "iter": 1300, "lr": 0.01573, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8575, "top5_acc": 0.985, "loss_cls": 0.66855, "loss": 0.66855, "time": 0.2255} {"mode": "train", "epoch": 63, "iter": 1400, "lr": 0.01572, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85375, "top5_acc": 0.98125, "loss_cls": 0.67425, "loss": 0.67425, "time": 0.22412} {"mode": "train", "epoch": 63, "iter": 1500, "lr": 0.01571, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8475, "top5_acc": 0.98062, "loss_cls": 0.69336, "loss": 0.69336, "time": 0.22501} {"mode": "train", "epoch": 63, "iter": 1600, "lr": 0.0157, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.85812, "top5_acc": 0.98562, "loss_cls": 0.66429, "loss": 0.66429, "time": 0.22488} {"mode": "train", "epoch": 63, "iter": 1700, "lr": 0.01569, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87938, "top5_acc": 0.98438, "loss_cls": 0.59898, "loss": 0.59898, "time": 0.22412} {"mode": "train", "epoch": 63, "iter": 1800, "lr": 0.01568, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88312, "top5_acc": 0.98438, "loss_cls": 0.56573, "loss": 0.56573, "time": 0.22695} {"mode": "train", "epoch": 63, "iter": 1900, "lr": 0.01567, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.85625, "top5_acc": 0.98188, "loss_cls": 0.69381, "loss": 0.69381, "time": 0.22504} {"mode": "train", "epoch": 63, "iter": 2000, "lr": 0.01566, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86812, "top5_acc": 0.98188, "loss_cls": 0.67099, "loss": 0.67099, "time": 0.22519} {"mode": "train", "epoch": 63, "iter": 2100, "lr": 0.01565, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85812, "top5_acc": 0.9825, "loss_cls": 0.66263, "loss": 0.66263, "time": 0.22599} {"mode": "train", "epoch": 63, "iter": 2200, "lr": 0.01564, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86188, "top5_acc": 0.9825, "loss_cls": 0.65995, "loss": 0.65995, "time": 0.22583} {"mode": "train", "epoch": 63, "iter": 2300, "lr": 0.01563, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8525, "top5_acc": 0.98562, "loss_cls": 0.62799, "loss": 0.62799, "time": 0.22633} {"mode": "train", "epoch": 63, "iter": 2400, "lr": 0.01562, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86312, "top5_acc": 0.985, "loss_cls": 0.63708, "loss": 0.63708, "time": 0.22519} {"mode": "train", "epoch": 63, "iter": 2500, "lr": 0.01561, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86125, "top5_acc": 0.97938, "loss_cls": 0.66483, "loss": 0.66483, "time": 0.22432} {"mode": "val", "epoch": 63, "iter": 1031, "lr": 0.01561, "top1_acc": 0.81531, "top5_acc": 0.96931} {"mode": "train", "epoch": 64, "iter": 100, "lr": 0.0156, "memory": 6525, "data_time": 0.18786, "top1_acc": 0.8825, "top5_acc": 0.99, "loss_cls": 0.56391, "loss": 0.56391, "time": 0.41397} {"mode": "train", "epoch": 64, "iter": 200, "lr": 0.01559, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.87125, "top5_acc": 0.98875, "loss_cls": 0.60095, "loss": 0.60095, "time": 0.22435} {"mode": "train", "epoch": 64, "iter": 300, "lr": 0.01558, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87625, "top5_acc": 0.98062, "loss_cls": 0.59935, "loss": 0.59935, "time": 0.22541} {"mode": "train", "epoch": 64, "iter": 400, "lr": 0.01557, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.875, "top5_acc": 0.99188, "loss_cls": 0.57172, "loss": 0.57172, "time": 0.22639} {"mode": "train", "epoch": 64, "iter": 500, "lr": 0.01556, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85688, "top5_acc": 0.98875, "loss_cls": 0.59431, "loss": 0.59431, "time": 0.22577} {"mode": "train", "epoch": 64, "iter": 600, "lr": 0.01555, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8775, "top5_acc": 0.9875, "loss_cls": 0.58137, "loss": 0.58137, "time": 0.22531} {"mode": "train", "epoch": 64, "iter": 700, "lr": 0.01554, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87312, "top5_acc": 0.98438, "loss_cls": 0.59459, "loss": 0.59459, "time": 0.22563} {"mode": "train", "epoch": 64, "iter": 800, "lr": 0.01553, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.86188, "top5_acc": 0.98, "loss_cls": 0.6686, "loss": 0.6686, "time": 0.22648} {"mode": "train", "epoch": 64, "iter": 900, "lr": 0.01552, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86688, "top5_acc": 0.98688, "loss_cls": 0.62216, "loss": 0.62216, "time": 0.22511} {"mode": "train", "epoch": 64, "iter": 1000, "lr": 0.01551, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86, "top5_acc": 0.98375, "loss_cls": 0.66331, "loss": 0.66331, "time": 0.22375} {"mode": "train", "epoch": 64, "iter": 1100, "lr": 0.0155, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86812, "top5_acc": 0.98438, "loss_cls": 0.64244, "loss": 0.64244, "time": 0.22543} {"mode": "train", "epoch": 64, "iter": 1200, "lr": 0.01549, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8575, "top5_acc": 0.98062, "loss_cls": 0.65918, "loss": 0.65918, "time": 0.22538} {"mode": "train", "epoch": 64, "iter": 1300, "lr": 0.01548, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87312, "top5_acc": 0.98938, "loss_cls": 0.58807, "loss": 0.58807, "time": 0.22575} {"mode": "train", "epoch": 64, "iter": 1400, "lr": 0.01547, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85688, "top5_acc": 0.97812, "loss_cls": 0.69167, "loss": 0.69167, "time": 0.22465} {"mode": "train", "epoch": 64, "iter": 1500, "lr": 0.01546, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86938, "top5_acc": 0.985, "loss_cls": 0.64357, "loss": 0.64357, "time": 0.22481} {"mode": "train", "epoch": 64, "iter": 1600, "lr": 0.01545, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85875, "top5_acc": 0.985, "loss_cls": 0.64102, "loss": 0.64102, "time": 0.22449} {"mode": "train", "epoch": 64, "iter": 1700, "lr": 0.01544, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86125, "top5_acc": 0.98375, "loss_cls": 0.66657, "loss": 0.66657, "time": 0.22579} {"mode": "train", "epoch": 64, "iter": 1800, "lr": 0.01543, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.86438, "top5_acc": 0.98375, "loss_cls": 0.61988, "loss": 0.61988, "time": 0.22579} {"mode": "train", "epoch": 64, "iter": 1900, "lr": 0.01542, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86812, "top5_acc": 0.98938, "loss_cls": 0.63887, "loss": 0.63887, "time": 0.22451} {"mode": "train", "epoch": 64, "iter": 2000, "lr": 0.01541, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.865, "top5_acc": 0.98188, "loss_cls": 0.61668, "loss": 0.61668, "time": 0.22475} {"mode": "train", "epoch": 64, "iter": 2100, "lr": 0.0154, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8625, "top5_acc": 0.98062, "loss_cls": 0.65223, "loss": 0.65223, "time": 0.2253} {"mode": "train", "epoch": 64, "iter": 2200, "lr": 0.01539, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.86125, "top5_acc": 0.9825, "loss_cls": 0.6601, "loss": 0.6601, "time": 0.22455} {"mode": "train", "epoch": 64, "iter": 2300, "lr": 0.01538, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85812, "top5_acc": 0.98312, "loss_cls": 0.6629, "loss": 0.6629, "time": 0.22645} {"mode": "train", "epoch": 64, "iter": 2400, "lr": 0.01537, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85312, "top5_acc": 0.97938, "loss_cls": 0.68157, "loss": 0.68157, "time": 0.22473} {"mode": "train", "epoch": 64, "iter": 2500, "lr": 0.01536, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.87188, "top5_acc": 0.98062, "loss_cls": 0.65131, "loss": 0.65131, "time": 0.22487} {"mode": "val", "epoch": 64, "iter": 1031, "lr": 0.01535, "top1_acc": 0.78504, "top5_acc": 0.96555} {"mode": "train", "epoch": 65, "iter": 100, "lr": 0.01534, "memory": 6525, "data_time": 0.18185, "top1_acc": 0.87812, "top5_acc": 0.98688, "loss_cls": 0.55543, "loss": 0.55543, "time": 0.40724} {"mode": "train", "epoch": 65, "iter": 200, "lr": 0.01533, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.88562, "top5_acc": 0.98688, "loss_cls": 0.57155, "loss": 0.57155, "time": 0.22493} {"mode": "train", "epoch": 65, "iter": 300, "lr": 0.01532, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87375, "top5_acc": 0.98188, "loss_cls": 0.59462, "loss": 0.59462, "time": 0.2249} {"mode": "train", "epoch": 65, "iter": 400, "lr": 0.01531, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.85562, "top5_acc": 0.98875, "loss_cls": 0.64292, "loss": 0.64292, "time": 0.22444} {"mode": "train", "epoch": 65, "iter": 500, "lr": 0.0153, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.88938, "top5_acc": 0.98875, "loss_cls": 0.55468, "loss": 0.55468, "time": 0.22612} {"mode": "train", "epoch": 65, "iter": 600, "lr": 0.01529, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.87875, "top5_acc": 0.98875, "loss_cls": 0.55745, "loss": 0.55745, "time": 0.22604} {"mode": "train", "epoch": 65, "iter": 700, "lr": 0.01528, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8775, "top5_acc": 0.98188, "loss_cls": 0.60635, "loss": 0.60635, "time": 0.22482} {"mode": "train", "epoch": 65, "iter": 800, "lr": 0.01527, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.85438, "top5_acc": 0.9825, "loss_cls": 0.6605, "loss": 0.6605, "time": 0.22601} {"mode": "train", "epoch": 65, "iter": 900, "lr": 0.01526, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85875, "top5_acc": 0.985, "loss_cls": 0.64832, "loss": 0.64832, "time": 0.22469} {"mode": "train", "epoch": 65, "iter": 1000, "lr": 0.01525, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.88875, "top5_acc": 0.99188, "loss_cls": 0.54746, "loss": 0.54746, "time": 0.22564} {"mode": "train", "epoch": 65, "iter": 1100, "lr": 0.01524, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.86562, "top5_acc": 0.985, "loss_cls": 0.63435, "loss": 0.63435, "time": 0.22531} {"mode": "train", "epoch": 65, "iter": 1200, "lr": 0.01523, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87312, "top5_acc": 0.98312, "loss_cls": 0.60204, "loss": 0.60204, "time": 0.22551} {"mode": "train", "epoch": 65, "iter": 1300, "lr": 0.01522, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86625, "top5_acc": 0.9825, "loss_cls": 0.62008, "loss": 0.62008, "time": 0.22627} {"mode": "train", "epoch": 65, "iter": 1400, "lr": 0.01521, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8725, "top5_acc": 0.99, "loss_cls": 0.59416, "loss": 0.59416, "time": 0.22604} {"mode": "train", "epoch": 65, "iter": 1500, "lr": 0.0152, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87125, "top5_acc": 0.98562, "loss_cls": 0.63616, "loss": 0.63616, "time": 0.22605} {"mode": "train", "epoch": 65, "iter": 1600, "lr": 0.01519, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88, "top5_acc": 0.98625, "loss_cls": 0.58549, "loss": 0.58549, "time": 0.22482} {"mode": "train", "epoch": 65, "iter": 1700, "lr": 0.01518, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87375, "top5_acc": 0.97875, "loss_cls": 0.64282, "loss": 0.64282, "time": 0.22436} {"mode": "train", "epoch": 65, "iter": 1800, "lr": 0.01517, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86062, "top5_acc": 0.98, "loss_cls": 0.65568, "loss": 0.65568, "time": 0.22447} {"mode": "train", "epoch": 65, "iter": 1900, "lr": 0.01516, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85562, "top5_acc": 0.98688, "loss_cls": 0.63647, "loss": 0.63647, "time": 0.22535} {"mode": "train", "epoch": 65, "iter": 2000, "lr": 0.01515, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86312, "top5_acc": 0.98312, "loss_cls": 0.65225, "loss": 0.65225, "time": 0.22523} {"mode": "train", "epoch": 65, "iter": 2100, "lr": 0.01514, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87562, "top5_acc": 0.985, "loss_cls": 0.61325, "loss": 0.61325, "time": 0.2251} {"mode": "train", "epoch": 65, "iter": 2200, "lr": 0.01513, "memory": 6525, "data_time": 0.00038, "top1_acc": 0.88188, "top5_acc": 0.98812, "loss_cls": 0.59227, "loss": 0.59227, "time": 0.22591} {"mode": "train", "epoch": 65, "iter": 2300, "lr": 0.01512, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.86938, "top5_acc": 0.98438, "loss_cls": 0.63217, "loss": 0.63217, "time": 0.22503} {"mode": "train", "epoch": 65, "iter": 2400, "lr": 0.01511, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85062, "top5_acc": 0.98125, "loss_cls": 0.67621, "loss": 0.67621, "time": 0.22524} {"mode": "train", "epoch": 65, "iter": 2500, "lr": 0.0151, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8775, "top5_acc": 0.9825, "loss_cls": 0.6007, "loss": 0.6007, "time": 0.2246} {"mode": "val", "epoch": 65, "iter": 1031, "lr": 0.0151, "top1_acc": 0.79839, "top5_acc": 0.96391} {"mode": "train", "epoch": 66, "iter": 100, "lr": 0.01509, "memory": 6525, "data_time": 0.18349, "top1_acc": 0.86625, "top5_acc": 0.98688, "loss_cls": 0.61029, "loss": 0.61029, "time": 0.40929} {"mode": "train", "epoch": 66, "iter": 200, "lr": 0.01508, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.89188, "top5_acc": 0.99, "loss_cls": 0.53276, "loss": 0.53276, "time": 0.22528} {"mode": "train", "epoch": 66, "iter": 300, "lr": 0.01507, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88688, "top5_acc": 0.98875, "loss_cls": 0.55401, "loss": 0.55401, "time": 0.22396} {"mode": "train", "epoch": 66, "iter": 400, "lr": 0.01506, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86812, "top5_acc": 0.98875, "loss_cls": 0.60351, "loss": 0.60351, "time": 0.2246} {"mode": "train", "epoch": 66, "iter": 500, "lr": 0.01505, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.87, "top5_acc": 0.98438, "loss_cls": 0.61804, "loss": 0.61804, "time": 0.22569} {"mode": "train", "epoch": 66, "iter": 600, "lr": 0.01504, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86812, "top5_acc": 0.98812, "loss_cls": 0.61166, "loss": 0.61166, "time": 0.22403} {"mode": "train", "epoch": 66, "iter": 700, "lr": 0.01503, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8475, "top5_acc": 0.98125, "loss_cls": 0.68965, "loss": 0.68965, "time": 0.22577} {"mode": "train", "epoch": 66, "iter": 800, "lr": 0.01502, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87938, "top5_acc": 0.9825, "loss_cls": 0.62397, "loss": 0.62397, "time": 0.2252} {"mode": "train", "epoch": 66, "iter": 900, "lr": 0.01501, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85625, "top5_acc": 0.9825, "loss_cls": 0.65994, "loss": 0.65994, "time": 0.22552} {"mode": "train", "epoch": 66, "iter": 1000, "lr": 0.015, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86375, "top5_acc": 0.985, "loss_cls": 0.61253, "loss": 0.61253, "time": 0.22617} {"mode": "train", "epoch": 66, "iter": 1100, "lr": 0.01499, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87125, "top5_acc": 0.98062, "loss_cls": 0.61204, "loss": 0.61204, "time": 0.22571} {"mode": "train", "epoch": 66, "iter": 1200, "lr": 0.01498, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87375, "top5_acc": 0.98312, "loss_cls": 0.57534, "loss": 0.57534, "time": 0.22517} {"mode": "train", "epoch": 66, "iter": 1300, "lr": 0.01497, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86438, "top5_acc": 0.98062, "loss_cls": 0.65102, "loss": 0.65102, "time": 0.22648} {"mode": "train", "epoch": 66, "iter": 1400, "lr": 0.01496, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88188, "top5_acc": 0.98812, "loss_cls": 0.56548, "loss": 0.56548, "time": 0.22653} {"mode": "train", "epoch": 66, "iter": 1500, "lr": 0.01495, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87688, "top5_acc": 0.98438, "loss_cls": 0.57009, "loss": 0.57009, "time": 0.22494} {"mode": "train", "epoch": 66, "iter": 1600, "lr": 0.01494, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.87375, "top5_acc": 0.98562, "loss_cls": 0.59574, "loss": 0.59574, "time": 0.22652} {"mode": "train", "epoch": 66, "iter": 1700, "lr": 0.01493, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87125, "top5_acc": 0.985, "loss_cls": 0.62212, "loss": 0.62212, "time": 0.22453} {"mode": "train", "epoch": 66, "iter": 1800, "lr": 0.01491, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86812, "top5_acc": 0.98375, "loss_cls": 0.62446, "loss": 0.62446, "time": 0.22505} {"mode": "train", "epoch": 66, "iter": 1900, "lr": 0.0149, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87188, "top5_acc": 0.985, "loss_cls": 0.60048, "loss": 0.60048, "time": 0.22496} {"mode": "train", "epoch": 66, "iter": 2000, "lr": 0.01489, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87062, "top5_acc": 0.985, "loss_cls": 0.61958, "loss": 0.61958, "time": 0.22434} {"mode": "train", "epoch": 66, "iter": 2100, "lr": 0.01488, "memory": 6525, "data_time": 0.0004, "top1_acc": 0.86062, "top5_acc": 0.98812, "loss_cls": 0.6244, "loss": 0.6244, "time": 0.22437} {"mode": "train", "epoch": 66, "iter": 2200, "lr": 0.01487, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.87, "top5_acc": 0.98562, "loss_cls": 0.61635, "loss": 0.61635, "time": 0.22507} {"mode": "train", "epoch": 66, "iter": 2300, "lr": 0.01486, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87438, "top5_acc": 0.99062, "loss_cls": 0.60033, "loss": 0.60033, "time": 0.22623} {"mode": "train", "epoch": 66, "iter": 2400, "lr": 0.01485, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.88062, "top5_acc": 0.98938, "loss_cls": 0.56867, "loss": 0.56867, "time": 0.22649} {"mode": "train", "epoch": 66, "iter": 2500, "lr": 0.01484, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85625, "top5_acc": 0.98188, "loss_cls": 0.6553, "loss": 0.6553, "time": 0.22511} {"mode": "val", "epoch": 66, "iter": 1031, "lr": 0.01484, "top1_acc": 0.79535, "top5_acc": 0.96767} {"mode": "train", "epoch": 67, "iter": 100, "lr": 0.01483, "memory": 6525, "data_time": 0.18991, "top1_acc": 0.8725, "top5_acc": 0.98812, "loss_cls": 0.57799, "loss": 0.57799, "time": 0.41427} {"mode": "train", "epoch": 67, "iter": 200, "lr": 0.01482, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88875, "top5_acc": 0.98688, "loss_cls": 0.55451, "loss": 0.55451, "time": 0.22452} {"mode": "train", "epoch": 67, "iter": 300, "lr": 0.01481, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.87875, "top5_acc": 0.98812, "loss_cls": 0.585, "loss": 0.585, "time": 0.22638} {"mode": "train", "epoch": 67, "iter": 400, "lr": 0.0148, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.885, "top5_acc": 0.98562, "loss_cls": 0.54945, "loss": 0.54945, "time": 0.22567} {"mode": "train", "epoch": 67, "iter": 500, "lr": 0.01479, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85812, "top5_acc": 0.98375, "loss_cls": 0.65613, "loss": 0.65613, "time": 0.22656} {"mode": "train", "epoch": 67, "iter": 600, "lr": 0.01478, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.85938, "top5_acc": 0.985, "loss_cls": 0.63003, "loss": 0.63003, "time": 0.22529} {"mode": "train", "epoch": 67, "iter": 700, "lr": 0.01477, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8725, "top5_acc": 0.985, "loss_cls": 0.56937, "loss": 0.56937, "time": 0.22553} {"mode": "train", "epoch": 67, "iter": 800, "lr": 0.01476, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86188, "top5_acc": 0.9825, "loss_cls": 0.6387, "loss": 0.6387, "time": 0.22698} {"mode": "train", "epoch": 67, "iter": 900, "lr": 0.01475, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.87062, "top5_acc": 0.98688, "loss_cls": 0.60794, "loss": 0.60794, "time": 0.22558} {"mode": "train", "epoch": 67, "iter": 1000, "lr": 0.01474, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86312, "top5_acc": 0.97688, "loss_cls": 0.65439, "loss": 0.65439, "time": 0.22412} {"mode": "train", "epoch": 67, "iter": 1100, "lr": 0.01473, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87938, "top5_acc": 0.98625, "loss_cls": 0.57353, "loss": 0.57353, "time": 0.22528} {"mode": "train", "epoch": 67, "iter": 1200, "lr": 0.01472, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86875, "top5_acc": 0.98562, "loss_cls": 0.60011, "loss": 0.60011, "time": 0.226} {"mode": "train", "epoch": 67, "iter": 1300, "lr": 0.01471, "memory": 6525, "data_time": 0.0004, "top1_acc": 0.88438, "top5_acc": 0.98312, "loss_cls": 0.58511, "loss": 0.58511, "time": 0.22495} {"mode": "train", "epoch": 67, "iter": 1400, "lr": 0.0147, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.86312, "top5_acc": 0.99062, "loss_cls": 0.62942, "loss": 0.62942, "time": 0.22567} {"mode": "train", "epoch": 67, "iter": 1500, "lr": 0.01469, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85188, "top5_acc": 0.985, "loss_cls": 0.6934, "loss": 0.6934, "time": 0.2256} {"mode": "train", "epoch": 67, "iter": 1600, "lr": 0.01468, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85875, "top5_acc": 0.98688, "loss_cls": 0.62108, "loss": 0.62108, "time": 0.22557} {"mode": "train", "epoch": 67, "iter": 1700, "lr": 0.01467, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.86938, "top5_acc": 0.98312, "loss_cls": 0.60165, "loss": 0.60165, "time": 0.22591} {"mode": "train", "epoch": 67, "iter": 1800, "lr": 0.01466, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.88188, "top5_acc": 0.9825, "loss_cls": 0.5916, "loss": 0.5916, "time": 0.22551} {"mode": "train", "epoch": 67, "iter": 1900, "lr": 0.01465, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87188, "top5_acc": 0.98562, "loss_cls": 0.59023, "loss": 0.59023, "time": 0.22435} {"mode": "train", "epoch": 67, "iter": 2000, "lr": 0.01464, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86625, "top5_acc": 0.98375, "loss_cls": 0.63571, "loss": 0.63571, "time": 0.2249} {"mode": "train", "epoch": 67, "iter": 2100, "lr": 0.01463, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.88562, "top5_acc": 0.98688, "loss_cls": 0.55366, "loss": 0.55366, "time": 0.22547} {"mode": "train", "epoch": 67, "iter": 2200, "lr": 0.01462, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.88812, "top5_acc": 0.98438, "loss_cls": 0.55957, "loss": 0.55957, "time": 0.22653} {"mode": "train", "epoch": 67, "iter": 2300, "lr": 0.01461, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86875, "top5_acc": 0.98312, "loss_cls": 0.63111, "loss": 0.63111, "time": 0.2264} {"mode": "train", "epoch": 67, "iter": 2400, "lr": 0.0146, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.85812, "top5_acc": 0.98875, "loss_cls": 0.62269, "loss": 0.62269, "time": 0.22671} {"mode": "train", "epoch": 67, "iter": 2500, "lr": 0.01459, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87, "top5_acc": 0.98062, "loss_cls": 0.63126, "loss": 0.63126, "time": 0.22546} {"mode": "val", "epoch": 67, "iter": 1031, "lr": 0.01458, "top1_acc": 0.81792, "top5_acc": 0.96597} {"mode": "train", "epoch": 68, "iter": 100, "lr": 0.01457, "memory": 6525, "data_time": 0.18612, "top1_acc": 0.87625, "top5_acc": 0.99, "loss_cls": 0.57926, "loss": 0.57926, "time": 0.41321} {"mode": "train", "epoch": 68, "iter": 200, "lr": 0.01456, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87562, "top5_acc": 0.98188, "loss_cls": 0.60082, "loss": 0.60082, "time": 0.22445} {"mode": "train", "epoch": 68, "iter": 300, "lr": 0.01455, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.885, "top5_acc": 0.98688, "loss_cls": 0.56854, "loss": 0.56854, "time": 0.22411} {"mode": "train", "epoch": 68, "iter": 400, "lr": 0.01454, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.88938, "top5_acc": 0.98875, "loss_cls": 0.52968, "loss": 0.52968, "time": 0.22501} {"mode": "train", "epoch": 68, "iter": 500, "lr": 0.01453, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.88062, "top5_acc": 0.98125, "loss_cls": 0.57963, "loss": 0.57963, "time": 0.22453} {"mode": "train", "epoch": 68, "iter": 600, "lr": 0.01452, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88562, "top5_acc": 0.99062, "loss_cls": 0.54305, "loss": 0.54305, "time": 0.22472} {"mode": "train", "epoch": 68, "iter": 700, "lr": 0.01451, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87875, "top5_acc": 0.98375, "loss_cls": 0.59974, "loss": 0.59974, "time": 0.22482} {"mode": "train", "epoch": 68, "iter": 800, "lr": 0.0145, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86875, "top5_acc": 0.9825, "loss_cls": 0.61856, "loss": 0.61856, "time": 0.22444} {"mode": "train", "epoch": 68, "iter": 900, "lr": 0.01449, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.86312, "top5_acc": 0.98562, "loss_cls": 0.61027, "loss": 0.61027, "time": 0.22525} {"mode": "train", "epoch": 68, "iter": 1000, "lr": 0.01448, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.89562, "top5_acc": 0.98562, "loss_cls": 0.52719, "loss": 0.52719, "time": 0.22517} {"mode": "train", "epoch": 68, "iter": 1100, "lr": 0.01447, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.87312, "top5_acc": 0.98062, "loss_cls": 0.60896, "loss": 0.60896, "time": 0.22541} {"mode": "train", "epoch": 68, "iter": 1200, "lr": 0.01446, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87438, "top5_acc": 0.98312, "loss_cls": 0.56307, "loss": 0.56307, "time": 0.22526} {"mode": "train", "epoch": 68, "iter": 1300, "lr": 0.01445, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87125, "top5_acc": 0.98688, "loss_cls": 0.6076, "loss": 0.6076, "time": 0.22468} {"mode": "train", "epoch": 68, "iter": 1400, "lr": 0.01444, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87938, "top5_acc": 0.985, "loss_cls": 0.62328, "loss": 0.62328, "time": 0.22433} {"mode": "train", "epoch": 68, "iter": 1500, "lr": 0.01443, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.875, "top5_acc": 0.99312, "loss_cls": 0.57848, "loss": 0.57848, "time": 0.2249} {"mode": "train", "epoch": 68, "iter": 1600, "lr": 0.01442, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87188, "top5_acc": 0.98625, "loss_cls": 0.60773, "loss": 0.60773, "time": 0.22486} {"mode": "train", "epoch": 68, "iter": 1700, "lr": 0.01441, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85562, "top5_acc": 0.9775, "loss_cls": 0.67563, "loss": 0.67563, "time": 0.2252} {"mode": "train", "epoch": 68, "iter": 1800, "lr": 0.0144, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86938, "top5_acc": 0.98, "loss_cls": 0.61794, "loss": 0.61794, "time": 0.22471} {"mode": "train", "epoch": 68, "iter": 1900, "lr": 0.01439, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.875, "top5_acc": 0.9875, "loss_cls": 0.59288, "loss": 0.59288, "time": 0.2247} {"mode": "train", "epoch": 68, "iter": 2000, "lr": 0.01438, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89125, "top5_acc": 0.9825, "loss_cls": 0.57023, "loss": 0.57023, "time": 0.22491} {"mode": "train", "epoch": 68, "iter": 2100, "lr": 0.01437, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88312, "top5_acc": 0.98688, "loss_cls": 0.59001, "loss": 0.59001, "time": 0.22497} {"mode": "train", "epoch": 68, "iter": 2200, "lr": 0.01436, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87, "top5_acc": 0.98562, "loss_cls": 0.60378, "loss": 0.60378, "time": 0.22502} {"mode": "train", "epoch": 68, "iter": 2300, "lr": 0.01435, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.865, "top5_acc": 0.98438, "loss_cls": 0.61348, "loss": 0.61348, "time": 0.22447} {"mode": "train", "epoch": 68, "iter": 2400, "lr": 0.01434, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86688, "top5_acc": 0.98438, "loss_cls": 0.62504, "loss": 0.62504, "time": 0.22447} {"mode": "train", "epoch": 68, "iter": 2500, "lr": 0.01433, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86312, "top5_acc": 0.985, "loss_cls": 0.64771, "loss": 0.64771, "time": 0.22478} {"mode": "val", "epoch": 68, "iter": 1031, "lr": 0.01433, "top1_acc": 0.82277, "top5_acc": 0.97204} {"mode": "train", "epoch": 69, "iter": 100, "lr": 0.01432, "memory": 6525, "data_time": 0.1896, "top1_acc": 0.88438, "top5_acc": 0.99125, "loss_cls": 0.52374, "loss": 0.52374, "time": 0.41502} {"mode": "train", "epoch": 69, "iter": 200, "lr": 0.01431, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88625, "top5_acc": 0.9875, "loss_cls": 0.53236, "loss": 0.53236, "time": 0.2254} {"mode": "train", "epoch": 69, "iter": 300, "lr": 0.0143, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86562, "top5_acc": 0.98938, "loss_cls": 0.61862, "loss": 0.61862, "time": 0.22518} {"mode": "train", "epoch": 69, "iter": 400, "lr": 0.01428, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87688, "top5_acc": 0.98625, "loss_cls": 0.55815, "loss": 0.55815, "time": 0.22475} {"mode": "train", "epoch": 69, "iter": 500, "lr": 0.01427, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88625, "top5_acc": 0.98875, "loss_cls": 0.56946, "loss": 0.56946, "time": 0.22491} {"mode": "train", "epoch": 69, "iter": 600, "lr": 0.01426, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.89, "top5_acc": 0.98938, "loss_cls": 0.55613, "loss": 0.55613, "time": 0.22458} {"mode": "train", "epoch": 69, "iter": 700, "lr": 0.01425, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88688, "top5_acc": 0.99, "loss_cls": 0.53128, "loss": 0.53128, "time": 0.2242} {"mode": "train", "epoch": 69, "iter": 800, "lr": 0.01424, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8975, "top5_acc": 0.98938, "loss_cls": 0.50852, "loss": 0.50852, "time": 0.22441} {"mode": "train", "epoch": 69, "iter": 900, "lr": 0.01423, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87688, "top5_acc": 0.98375, "loss_cls": 0.60112, "loss": 0.60112, "time": 0.22458} {"mode": "train", "epoch": 69, "iter": 1000, "lr": 0.01422, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86625, "top5_acc": 0.98125, "loss_cls": 0.65357, "loss": 0.65357, "time": 0.22413} {"mode": "train", "epoch": 69, "iter": 1100, "lr": 0.01421, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8725, "top5_acc": 0.98188, "loss_cls": 0.62643, "loss": 0.62643, "time": 0.22449} {"mode": "train", "epoch": 69, "iter": 1200, "lr": 0.0142, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86312, "top5_acc": 0.98312, "loss_cls": 0.64038, "loss": 0.64038, "time": 0.22422} {"mode": "train", "epoch": 69, "iter": 1300, "lr": 0.01419, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86875, "top5_acc": 0.99062, "loss_cls": 0.58868, "loss": 0.58868, "time": 0.22518} {"mode": "train", "epoch": 69, "iter": 1400, "lr": 0.01418, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.89062, "top5_acc": 0.98938, "loss_cls": 0.53557, "loss": 0.53557, "time": 0.22427} {"mode": "train", "epoch": 69, "iter": 1500, "lr": 0.01417, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88875, "top5_acc": 0.98312, "loss_cls": 0.57164, "loss": 0.57164, "time": 0.2258} {"mode": "train", "epoch": 69, "iter": 1600, "lr": 0.01416, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86375, "top5_acc": 0.98562, "loss_cls": 0.60634, "loss": 0.60634, "time": 0.22535} {"mode": "train", "epoch": 69, "iter": 1700, "lr": 0.01415, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87688, "top5_acc": 0.98625, "loss_cls": 0.59891, "loss": 0.59891, "time": 0.22433} {"mode": "train", "epoch": 69, "iter": 1800, "lr": 0.01414, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86562, "top5_acc": 0.98812, "loss_cls": 0.62162, "loss": 0.62162, "time": 0.22391} {"mode": "train", "epoch": 69, "iter": 1900, "lr": 0.01413, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88062, "top5_acc": 0.98562, "loss_cls": 0.558, "loss": 0.558, "time": 0.22431} {"mode": "train", "epoch": 69, "iter": 2000, "lr": 0.01412, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87, "top5_acc": 0.98188, "loss_cls": 0.60577, "loss": 0.60577, "time": 0.22431} {"mode": "train", "epoch": 69, "iter": 2100, "lr": 0.01411, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86938, "top5_acc": 0.98375, "loss_cls": 0.62211, "loss": 0.62211, "time": 0.22516} {"mode": "train", "epoch": 69, "iter": 2200, "lr": 0.0141, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88688, "top5_acc": 0.98062, "loss_cls": 0.58899, "loss": 0.58899, "time": 0.22496} {"mode": "train", "epoch": 69, "iter": 2300, "lr": 0.01409, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88438, "top5_acc": 0.9875, "loss_cls": 0.56031, "loss": 0.56031, "time": 0.22533} {"mode": "train", "epoch": 69, "iter": 2400, "lr": 0.01408, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88188, "top5_acc": 0.985, "loss_cls": 0.57414, "loss": 0.57414, "time": 0.22486} {"mode": "train", "epoch": 69, "iter": 2500, "lr": 0.01407, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85812, "top5_acc": 0.98688, "loss_cls": 0.6456, "loss": 0.6456, "time": 0.22431} {"mode": "val", "epoch": 69, "iter": 1031, "lr": 0.01407, "top1_acc": 0.80239, "top5_acc": 0.96597} {"mode": "train", "epoch": 70, "iter": 100, "lr": 0.01406, "memory": 6525, "data_time": 0.18682, "top1_acc": 0.87188, "top5_acc": 0.9875, "loss_cls": 0.58307, "loss": 0.58307, "time": 0.41148} {"mode": "train", "epoch": 70, "iter": 200, "lr": 0.01405, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.87688, "top5_acc": 0.98812, "loss_cls": 0.59009, "loss": 0.59009, "time": 0.22576} {"mode": "train", "epoch": 70, "iter": 300, "lr": 0.01404, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88812, "top5_acc": 0.98125, "loss_cls": 0.56303, "loss": 0.56303, "time": 0.22518} {"mode": "train", "epoch": 70, "iter": 400, "lr": 0.01403, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.88125, "top5_acc": 0.98438, "loss_cls": 0.58577, "loss": 0.58577, "time": 0.22492} {"mode": "train", "epoch": 70, "iter": 500, "lr": 0.01401, "memory": 6525, "data_time": 0.00042, "top1_acc": 0.88812, "top5_acc": 0.98625, "loss_cls": 0.50736, "loss": 0.50736, "time": 0.22509} {"mode": "train", "epoch": 70, "iter": 600, "lr": 0.014, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.89375, "top5_acc": 0.98688, "loss_cls": 0.5275, "loss": 0.5275, "time": 0.22398} {"mode": "train", "epoch": 70, "iter": 700, "lr": 0.01399, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87062, "top5_acc": 0.985, "loss_cls": 0.61615, "loss": 0.61615, "time": 0.22382} {"mode": "train", "epoch": 70, "iter": 800, "lr": 0.01398, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88375, "top5_acc": 0.99062, "loss_cls": 0.56519, "loss": 0.56519, "time": 0.22478} {"mode": "train", "epoch": 70, "iter": 900, "lr": 0.01397, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87062, "top5_acc": 0.98562, "loss_cls": 0.60783, "loss": 0.60783, "time": 0.22559} {"mode": "train", "epoch": 70, "iter": 1000, "lr": 0.01396, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.86875, "top5_acc": 0.98562, "loss_cls": 0.61323, "loss": 0.61323, "time": 0.2247} {"mode": "train", "epoch": 70, "iter": 1100, "lr": 0.01395, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87438, "top5_acc": 0.9825, "loss_cls": 0.61188, "loss": 0.61188, "time": 0.22386} {"mode": "train", "epoch": 70, "iter": 1200, "lr": 0.01394, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86625, "top5_acc": 0.9875, "loss_cls": 0.58053, "loss": 0.58053, "time": 0.22441} {"mode": "train", "epoch": 70, "iter": 1300, "lr": 0.01393, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.89438, "top5_acc": 0.98875, "loss_cls": 0.53525, "loss": 0.53525, "time": 0.22466} {"mode": "train", "epoch": 70, "iter": 1400, "lr": 0.01392, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88, "top5_acc": 0.98938, "loss_cls": 0.54196, "loss": 0.54196, "time": 0.22436} {"mode": "train", "epoch": 70, "iter": 1500, "lr": 0.01391, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87375, "top5_acc": 0.98375, "loss_cls": 0.59253, "loss": 0.59253, "time": 0.22414} {"mode": "train", "epoch": 70, "iter": 1600, "lr": 0.0139, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8825, "top5_acc": 0.98625, "loss_cls": 0.54625, "loss": 0.54625, "time": 0.22483} {"mode": "train", "epoch": 70, "iter": 1700, "lr": 0.01389, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88125, "top5_acc": 0.98812, "loss_cls": 0.57352, "loss": 0.57352, "time": 0.22433} {"mode": "train", "epoch": 70, "iter": 1800, "lr": 0.01388, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87062, "top5_acc": 0.98875, "loss_cls": 0.59197, "loss": 0.59197, "time": 0.22425} {"mode": "train", "epoch": 70, "iter": 1900, "lr": 0.01387, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86562, "top5_acc": 0.98312, "loss_cls": 0.63567, "loss": 0.63567, "time": 0.22583} {"mode": "train", "epoch": 70, "iter": 2000, "lr": 0.01386, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8775, "top5_acc": 0.98875, "loss_cls": 0.57607, "loss": 0.57607, "time": 0.22589} {"mode": "train", "epoch": 70, "iter": 2100, "lr": 0.01385, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89438, "top5_acc": 0.98625, "loss_cls": 0.52497, "loss": 0.52497, "time": 0.22631} {"mode": "train", "epoch": 70, "iter": 2200, "lr": 0.01384, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87438, "top5_acc": 0.985, "loss_cls": 0.59922, "loss": 0.59922, "time": 0.22456} {"mode": "train", "epoch": 70, "iter": 2300, "lr": 0.01383, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.87938, "top5_acc": 0.98688, "loss_cls": 0.591, "loss": 0.591, "time": 0.22529} {"mode": "train", "epoch": 70, "iter": 2400, "lr": 0.01382, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8525, "top5_acc": 0.98438, "loss_cls": 0.62751, "loss": 0.62751, "time": 0.2245} {"mode": "train", "epoch": 70, "iter": 2500, "lr": 0.01381, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87625, "top5_acc": 0.98875, "loss_cls": 0.55133, "loss": 0.55133, "time": 0.22547} {"mode": "val", "epoch": 70, "iter": 1031, "lr": 0.01381, "top1_acc": 0.81616, "top5_acc": 0.96773} {"mode": "train", "epoch": 71, "iter": 100, "lr": 0.0138, "memory": 6525, "data_time": 0.18446, "top1_acc": 0.88938, "top5_acc": 0.98875, "loss_cls": 0.56252, "loss": 0.56252, "time": 0.41053} {"mode": "train", "epoch": 71, "iter": 200, "lr": 0.01379, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.89812, "top5_acc": 0.98438, "loss_cls": 0.51932, "loss": 0.51932, "time": 0.22568} {"mode": "train", "epoch": 71, "iter": 300, "lr": 0.01378, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87438, "top5_acc": 0.98625, "loss_cls": 0.57424, "loss": 0.57424, "time": 0.22539} {"mode": "train", "epoch": 71, "iter": 400, "lr": 0.01377, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87312, "top5_acc": 0.98875, "loss_cls": 0.56706, "loss": 0.56706, "time": 0.22457} {"mode": "train", "epoch": 71, "iter": 500, "lr": 0.01375, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87688, "top5_acc": 0.98938, "loss_cls": 0.54783, "loss": 0.54783, "time": 0.22427} {"mode": "train", "epoch": 71, "iter": 600, "lr": 0.01374, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88375, "top5_acc": 0.98875, "loss_cls": 0.53827, "loss": 0.53827, "time": 0.2237} {"mode": "train", "epoch": 71, "iter": 700, "lr": 0.01373, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88125, "top5_acc": 0.99062, "loss_cls": 0.54617, "loss": 0.54617, "time": 0.22453} {"mode": "train", "epoch": 71, "iter": 800, "lr": 0.01372, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87438, "top5_acc": 0.9825, "loss_cls": 0.6107, "loss": 0.6107, "time": 0.22556} {"mode": "train", "epoch": 71, "iter": 900, "lr": 0.01371, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88938, "top5_acc": 0.98938, "loss_cls": 0.55623, "loss": 0.55623, "time": 0.22437} {"mode": "train", "epoch": 71, "iter": 1000, "lr": 0.0137, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.89438, "top5_acc": 0.9875, "loss_cls": 0.53103, "loss": 0.53103, "time": 0.22528} {"mode": "train", "epoch": 71, "iter": 1100, "lr": 0.01369, "memory": 6525, "data_time": 0.00041, "top1_acc": 0.87125, "top5_acc": 0.985, "loss_cls": 0.58566, "loss": 0.58566, "time": 0.22535} {"mode": "train", "epoch": 71, "iter": 1200, "lr": 0.01368, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88375, "top5_acc": 0.98562, "loss_cls": 0.57256, "loss": 0.57256, "time": 0.22569} {"mode": "train", "epoch": 71, "iter": 1300, "lr": 0.01367, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88062, "top5_acc": 0.98938, "loss_cls": 0.54633, "loss": 0.54633, "time": 0.22531} {"mode": "train", "epoch": 71, "iter": 1400, "lr": 0.01366, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.865, "top5_acc": 0.98438, "loss_cls": 0.61317, "loss": 0.61317, "time": 0.22561} {"mode": "train", "epoch": 71, "iter": 1500, "lr": 0.01365, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.88875, "top5_acc": 0.98875, "loss_cls": 0.52117, "loss": 0.52117, "time": 0.22455} {"mode": "train", "epoch": 71, "iter": 1600, "lr": 0.01364, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.88188, "top5_acc": 0.985, "loss_cls": 0.55275, "loss": 0.55275, "time": 0.22528} {"mode": "train", "epoch": 71, "iter": 1700, "lr": 0.01363, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87375, "top5_acc": 0.985, "loss_cls": 0.61017, "loss": 0.61017, "time": 0.22487} {"mode": "train", "epoch": 71, "iter": 1800, "lr": 0.01362, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87062, "top5_acc": 0.9825, "loss_cls": 0.60653, "loss": 0.60653, "time": 0.22544} {"mode": "train", "epoch": 71, "iter": 1900, "lr": 0.01361, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85312, "top5_acc": 0.98438, "loss_cls": 0.65399, "loss": 0.65399, "time": 0.2248} {"mode": "train", "epoch": 71, "iter": 2000, "lr": 0.0136, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88312, "top5_acc": 0.98812, "loss_cls": 0.57208, "loss": 0.57208, "time": 0.22477} {"mode": "train", "epoch": 71, "iter": 2100, "lr": 0.01359, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87812, "top5_acc": 0.9875, "loss_cls": 0.59698, "loss": 0.59698, "time": 0.22505} {"mode": "train", "epoch": 71, "iter": 2200, "lr": 0.01358, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86938, "top5_acc": 0.98062, "loss_cls": 0.63894, "loss": 0.63894, "time": 0.22479} {"mode": "train", "epoch": 71, "iter": 2300, "lr": 0.01357, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87375, "top5_acc": 0.98875, "loss_cls": 0.59466, "loss": 0.59466, "time": 0.22402} {"mode": "train", "epoch": 71, "iter": 2400, "lr": 0.01356, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87438, "top5_acc": 0.98625, "loss_cls": 0.61989, "loss": 0.61989, "time": 0.22436} {"mode": "train", "epoch": 71, "iter": 2500, "lr": 0.01355, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.87312, "top5_acc": 0.98125, "loss_cls": 0.6033, "loss": 0.6033, "time": 0.22392} {"mode": "val", "epoch": 71, "iter": 1031, "lr": 0.01355, "top1_acc": 0.82471, "top5_acc": 0.96888} {"mode": "train", "epoch": 72, "iter": 100, "lr": 0.01354, "memory": 6525, "data_time": 0.18629, "top1_acc": 0.9025, "top5_acc": 0.99375, "loss_cls": 0.45503, "loss": 0.45503, "time": 0.41134} {"mode": "train", "epoch": 72, "iter": 200, "lr": 0.01353, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88062, "top5_acc": 0.98562, "loss_cls": 0.55019, "loss": 0.55019, "time": 0.22487} {"mode": "train", "epoch": 72, "iter": 300, "lr": 0.01351, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.89312, "top5_acc": 0.99062, "loss_cls": 0.5131, "loss": 0.5131, "time": 0.22576} {"mode": "train", "epoch": 72, "iter": 400, "lr": 0.0135, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88688, "top5_acc": 0.99, "loss_cls": 0.5194, "loss": 0.5194, "time": 0.22463} {"mode": "train", "epoch": 72, "iter": 500, "lr": 0.01349, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88312, "top5_acc": 0.985, "loss_cls": 0.55588, "loss": 0.55588, "time": 0.22379} {"mode": "train", "epoch": 72, "iter": 600, "lr": 0.01348, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.8875, "top5_acc": 0.9825, "loss_cls": 0.55419, "loss": 0.55419, "time": 0.22573} {"mode": "train", "epoch": 72, "iter": 700, "lr": 0.01347, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87938, "top5_acc": 0.98375, "loss_cls": 0.5926, "loss": 0.5926, "time": 0.22557} {"mode": "train", "epoch": 72, "iter": 800, "lr": 0.01346, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.88812, "top5_acc": 0.9925, "loss_cls": 0.5676, "loss": 0.5676, "time": 0.22512} {"mode": "train", "epoch": 72, "iter": 900, "lr": 0.01345, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86562, "top5_acc": 0.98188, "loss_cls": 0.60528, "loss": 0.60528, "time": 0.22389} {"mode": "train", "epoch": 72, "iter": 1000, "lr": 0.01344, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87125, "top5_acc": 0.98312, "loss_cls": 0.58687, "loss": 0.58687, "time": 0.22518} {"mode": "train", "epoch": 72, "iter": 1100, "lr": 0.01343, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88062, "top5_acc": 0.9875, "loss_cls": 0.56955, "loss": 0.56955, "time": 0.22544} {"mode": "train", "epoch": 72, "iter": 1200, "lr": 0.01342, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88188, "top5_acc": 0.98438, "loss_cls": 0.56005, "loss": 0.56005, "time": 0.22544} {"mode": "train", "epoch": 72, "iter": 1300, "lr": 0.01341, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.89812, "top5_acc": 0.98875, "loss_cls": 0.51941, "loss": 0.51941, "time": 0.22534} {"mode": "train", "epoch": 72, "iter": 1400, "lr": 0.0134, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87062, "top5_acc": 0.98312, "loss_cls": 0.60512, "loss": 0.60512, "time": 0.22486} {"mode": "train", "epoch": 72, "iter": 1500, "lr": 0.01339, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.87938, "top5_acc": 0.98625, "loss_cls": 0.57734, "loss": 0.57734, "time": 0.22602} {"mode": "train", "epoch": 72, "iter": 1600, "lr": 0.01338, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8775, "top5_acc": 0.98375, "loss_cls": 0.59106, "loss": 0.59106, "time": 0.22599} {"mode": "train", "epoch": 72, "iter": 1700, "lr": 0.01337, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87438, "top5_acc": 0.9875, "loss_cls": 0.58124, "loss": 0.58124, "time": 0.22632} {"mode": "train", "epoch": 72, "iter": 1800, "lr": 0.01336, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.89812, "top5_acc": 0.98938, "loss_cls": 0.50271, "loss": 0.50271, "time": 0.22579} {"mode": "train", "epoch": 72, "iter": 1900, "lr": 0.01335, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87438, "top5_acc": 0.9875, "loss_cls": 0.58933, "loss": 0.58933, "time": 0.22458} {"mode": "train", "epoch": 72, "iter": 2000, "lr": 0.01334, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86875, "top5_acc": 0.97938, "loss_cls": 0.63716, "loss": 0.63716, "time": 0.22556} {"mode": "train", "epoch": 72, "iter": 2100, "lr": 0.01333, "memory": 6525, "data_time": 0.00041, "top1_acc": 0.87, "top5_acc": 0.98562, "loss_cls": 0.59442, "loss": 0.59442, "time": 0.22538} {"mode": "train", "epoch": 72, "iter": 2200, "lr": 0.01332, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8775, "top5_acc": 0.98125, "loss_cls": 0.60428, "loss": 0.60428, "time": 0.22479} {"mode": "train", "epoch": 72, "iter": 2300, "lr": 0.01331, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8775, "top5_acc": 0.98312, "loss_cls": 0.59428, "loss": 0.59428, "time": 0.22525} {"mode": "train", "epoch": 72, "iter": 2400, "lr": 0.0133, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8675, "top5_acc": 0.98688, "loss_cls": 0.61372, "loss": 0.61372, "time": 0.22491} {"mode": "train", "epoch": 72, "iter": 2500, "lr": 0.01329, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8675, "top5_acc": 0.98375, "loss_cls": 0.62358, "loss": 0.62358, "time": 0.22477} {"mode": "val", "epoch": 72, "iter": 1031, "lr": 0.01328, "top1_acc": 0.81331, "top5_acc": 0.97222} {"mode": "train", "epoch": 73, "iter": 100, "lr": 0.01327, "memory": 6525, "data_time": 0.18638, "top1_acc": 0.90062, "top5_acc": 0.98938, "loss_cls": 0.53854, "loss": 0.53854, "time": 0.41146} {"mode": "train", "epoch": 73, "iter": 200, "lr": 0.01326, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.90125, "top5_acc": 0.9925, "loss_cls": 0.47126, "loss": 0.47126, "time": 0.22451} {"mode": "train", "epoch": 73, "iter": 300, "lr": 0.01325, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.89, "top5_acc": 0.98562, "loss_cls": 0.54239, "loss": 0.54239, "time": 0.22447} {"mode": "train", "epoch": 73, "iter": 400, "lr": 0.01324, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.89188, "top5_acc": 0.98875, "loss_cls": 0.5336, "loss": 0.5336, "time": 0.22505} {"mode": "train", "epoch": 73, "iter": 500, "lr": 0.01323, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.88312, "top5_acc": 0.98938, "loss_cls": 0.53897, "loss": 0.53897, "time": 0.22409} {"mode": "train", "epoch": 73, "iter": 600, "lr": 0.01322, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87875, "top5_acc": 0.98688, "loss_cls": 0.5793, "loss": 0.5793, "time": 0.22465} {"mode": "train", "epoch": 73, "iter": 700, "lr": 0.01321, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87375, "top5_acc": 0.99062, "loss_cls": 0.56248, "loss": 0.56248, "time": 0.22432} {"mode": "train", "epoch": 73, "iter": 800, "lr": 0.0132, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.8825, "top5_acc": 0.99125, "loss_cls": 0.54707, "loss": 0.54707, "time": 0.22567} {"mode": "train", "epoch": 73, "iter": 900, "lr": 0.01319, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.86562, "top5_acc": 0.98625, "loss_cls": 0.5738, "loss": 0.5738, "time": 0.22476} {"mode": "train", "epoch": 73, "iter": 1000, "lr": 0.01318, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.89188, "top5_acc": 0.98688, "loss_cls": 0.55097, "loss": 0.55097, "time": 0.22604} {"mode": "train", "epoch": 73, "iter": 1100, "lr": 0.01317, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87062, "top5_acc": 0.97875, "loss_cls": 0.61891, "loss": 0.61891, "time": 0.22445} {"mode": "train", "epoch": 73, "iter": 1200, "lr": 0.01316, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8825, "top5_acc": 0.98875, "loss_cls": 0.53398, "loss": 0.53398, "time": 0.22436} {"mode": "train", "epoch": 73, "iter": 1300, "lr": 0.01315, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8925, "top5_acc": 0.98375, "loss_cls": 0.52095, "loss": 0.52095, "time": 0.22467} {"mode": "train", "epoch": 73, "iter": 1400, "lr": 0.01314, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.88938, "top5_acc": 0.98312, "loss_cls": 0.55753, "loss": 0.55753, "time": 0.22517} {"mode": "train", "epoch": 73, "iter": 1500, "lr": 0.01313, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88625, "top5_acc": 0.98875, "loss_cls": 0.54973, "loss": 0.54973, "time": 0.22536} {"mode": "train", "epoch": 73, "iter": 1600, "lr": 0.01312, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88312, "top5_acc": 0.99125, "loss_cls": 0.5449, "loss": 0.5449, "time": 0.22498} {"mode": "train", "epoch": 73, "iter": 1700, "lr": 0.01311, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.88188, "top5_acc": 0.99188, "loss_cls": 0.56151, "loss": 0.56151, "time": 0.22451} {"mode": "train", "epoch": 73, "iter": 1800, "lr": 0.0131, "memory": 6525, "data_time": 0.00058, "top1_acc": 0.87938, "top5_acc": 0.985, "loss_cls": 0.57714, "loss": 0.57714, "time": 0.22571} {"mode": "train", "epoch": 73, "iter": 1900, "lr": 0.01309, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87938, "top5_acc": 0.98938, "loss_cls": 0.55876, "loss": 0.55876, "time": 0.22426} {"mode": "train", "epoch": 73, "iter": 2000, "lr": 0.01308, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87625, "top5_acc": 0.9875, "loss_cls": 0.59165, "loss": 0.59165, "time": 0.22467} {"mode": "train", "epoch": 73, "iter": 2100, "lr": 0.01307, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8775, "top5_acc": 0.9875, "loss_cls": 0.57749, "loss": 0.57749, "time": 0.22527} {"mode": "train", "epoch": 73, "iter": 2200, "lr": 0.01306, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88125, "top5_acc": 0.99312, "loss_cls": 0.54362, "loss": 0.54362, "time": 0.22561} {"mode": "train", "epoch": 73, "iter": 2300, "lr": 0.01305, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87562, "top5_acc": 0.98688, "loss_cls": 0.57211, "loss": 0.57211, "time": 0.22457} {"mode": "train", "epoch": 73, "iter": 2400, "lr": 0.01303, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88375, "top5_acc": 0.98625, "loss_cls": 0.56767, "loss": 0.56767, "time": 0.22529} {"mode": "train", "epoch": 73, "iter": 2500, "lr": 0.01302, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8725, "top5_acc": 0.98688, "loss_cls": 0.55936, "loss": 0.55936, "time": 0.22507} {"mode": "val", "epoch": 73, "iter": 1031, "lr": 0.01302, "top1_acc": 0.7919, "top5_acc": 0.96264} {"mode": "train", "epoch": 74, "iter": 100, "lr": 0.01301, "memory": 6525, "data_time": 0.18665, "top1_acc": 0.905, "top5_acc": 0.98562, "loss_cls": 0.50673, "loss": 0.50673, "time": 0.41314} {"mode": "train", "epoch": 74, "iter": 200, "lr": 0.013, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89438, "top5_acc": 0.98875, "loss_cls": 0.49398, "loss": 0.49398, "time": 0.22588} {"mode": "train", "epoch": 74, "iter": 300, "lr": 0.01299, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89312, "top5_acc": 0.9925, "loss_cls": 0.50841, "loss": 0.50841, "time": 0.22649} {"mode": "train", "epoch": 74, "iter": 400, "lr": 0.01298, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.88625, "top5_acc": 0.98938, "loss_cls": 0.55724, "loss": 0.55724, "time": 0.2252} {"mode": "train", "epoch": 74, "iter": 500, "lr": 0.01297, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.86938, "top5_acc": 0.99, "loss_cls": 0.60015, "loss": 0.60015, "time": 0.22539} {"mode": "train", "epoch": 74, "iter": 600, "lr": 0.01296, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.89, "top5_acc": 0.985, "loss_cls": 0.49813, "loss": 0.49813, "time": 0.22474} {"mode": "train", "epoch": 74, "iter": 700, "lr": 0.01295, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88625, "top5_acc": 0.99438, "loss_cls": 0.5143, "loss": 0.5143, "time": 0.22685} {"mode": "train", "epoch": 74, "iter": 800, "lr": 0.01294, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88812, "top5_acc": 0.98875, "loss_cls": 0.52141, "loss": 0.52141, "time": 0.22613} {"mode": "train", "epoch": 74, "iter": 900, "lr": 0.01293, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87375, "top5_acc": 0.98688, "loss_cls": 0.57807, "loss": 0.57807, "time": 0.22509} {"mode": "train", "epoch": 74, "iter": 1000, "lr": 0.01292, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.88625, "top5_acc": 0.98812, "loss_cls": 0.5687, "loss": 0.5687, "time": 0.22504} {"mode": "train", "epoch": 74, "iter": 1100, "lr": 0.01291, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.88375, "top5_acc": 0.98875, "loss_cls": 0.51037, "loss": 0.51037, "time": 0.22669} {"mode": "train", "epoch": 74, "iter": 1200, "lr": 0.0129, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.89938, "top5_acc": 0.98875, "loss_cls": 0.51625, "loss": 0.51625, "time": 0.22646} {"mode": "train", "epoch": 74, "iter": 1300, "lr": 0.01289, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.87312, "top5_acc": 0.98812, "loss_cls": 0.56345, "loss": 0.56345, "time": 0.22508} {"mode": "train", "epoch": 74, "iter": 1400, "lr": 0.01288, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88438, "top5_acc": 0.98812, "loss_cls": 0.52507, "loss": 0.52507, "time": 0.22523} {"mode": "train", "epoch": 74, "iter": 1500, "lr": 0.01287, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89562, "top5_acc": 0.98875, "loss_cls": 0.53959, "loss": 0.53959, "time": 0.22489} {"mode": "train", "epoch": 74, "iter": 1600, "lr": 0.01286, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.89688, "top5_acc": 0.98812, "loss_cls": 0.51122, "loss": 0.51122, "time": 0.22544} {"mode": "train", "epoch": 74, "iter": 1700, "lr": 0.01285, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88375, "top5_acc": 0.98625, "loss_cls": 0.58044, "loss": 0.58044, "time": 0.22542} {"mode": "train", "epoch": 74, "iter": 1800, "lr": 0.01284, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87438, "top5_acc": 0.985, "loss_cls": 0.59936, "loss": 0.59936, "time": 0.22394} {"mode": "train", "epoch": 74, "iter": 1900, "lr": 0.01283, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.88688, "top5_acc": 0.98875, "loss_cls": 0.57207, "loss": 0.57207, "time": 0.22462} {"mode": "train", "epoch": 74, "iter": 2000, "lr": 0.01281, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8825, "top5_acc": 0.98562, "loss_cls": 0.53312, "loss": 0.53312, "time": 0.22469} {"mode": "train", "epoch": 74, "iter": 2100, "lr": 0.0128, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8625, "top5_acc": 0.98125, "loss_cls": 0.64816, "loss": 0.64816, "time": 0.22507} {"mode": "train", "epoch": 74, "iter": 2200, "lr": 0.01279, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88625, "top5_acc": 0.98812, "loss_cls": 0.54514, "loss": 0.54514, "time": 0.2256} {"mode": "train", "epoch": 74, "iter": 2300, "lr": 0.01278, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.87375, "top5_acc": 0.98625, "loss_cls": 0.5782, "loss": 0.5782, "time": 0.22643} {"mode": "train", "epoch": 74, "iter": 2400, "lr": 0.01277, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88938, "top5_acc": 0.98688, "loss_cls": 0.53397, "loss": 0.53397, "time": 0.22433} {"mode": "train", "epoch": 74, "iter": 2500, "lr": 0.01276, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.90438, "top5_acc": 0.98562, "loss_cls": 0.5135, "loss": 0.5135, "time": 0.22406} {"mode": "val", "epoch": 74, "iter": 1031, "lr": 0.01276, "top1_acc": 0.80967, "top5_acc": 0.97113} {"mode": "train", "epoch": 75, "iter": 100, "lr": 0.01275, "memory": 6525, "data_time": 0.18884, "top1_acc": 0.90312, "top5_acc": 0.99188, "loss_cls": 0.44325, "loss": 0.44325, "time": 0.41483} {"mode": "train", "epoch": 75, "iter": 200, "lr": 0.01274, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90812, "top5_acc": 0.98875, "loss_cls": 0.4627, "loss": 0.4627, "time": 0.22442} {"mode": "train", "epoch": 75, "iter": 300, "lr": 0.01273, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88188, "top5_acc": 0.98625, "loss_cls": 0.54136, "loss": 0.54136, "time": 0.22457} {"mode": "train", "epoch": 75, "iter": 400, "lr": 0.01272, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89312, "top5_acc": 0.98938, "loss_cls": 0.50144, "loss": 0.50144, "time": 0.22531} {"mode": "train", "epoch": 75, "iter": 500, "lr": 0.01271, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.90312, "top5_acc": 0.99062, "loss_cls": 0.49978, "loss": 0.49978, "time": 0.22652} {"mode": "train", "epoch": 75, "iter": 600, "lr": 0.0127, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.895, "top5_acc": 0.98938, "loss_cls": 0.50495, "loss": 0.50495, "time": 0.22506} {"mode": "train", "epoch": 75, "iter": 700, "lr": 0.01269, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89812, "top5_acc": 0.98312, "loss_cls": 0.52073, "loss": 0.52073, "time": 0.22457} {"mode": "train", "epoch": 75, "iter": 800, "lr": 0.01268, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.895, "top5_acc": 0.98938, "loss_cls": 0.49999, "loss": 0.49999, "time": 0.22441} {"mode": "train", "epoch": 75, "iter": 900, "lr": 0.01267, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89188, "top5_acc": 0.9875, "loss_cls": 0.52787, "loss": 0.52787, "time": 0.22531} {"mode": "train", "epoch": 75, "iter": 1000, "lr": 0.01266, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8725, "top5_acc": 0.9875, "loss_cls": 0.57981, "loss": 0.57981, "time": 0.22601} {"mode": "train", "epoch": 75, "iter": 1100, "lr": 0.01265, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.88375, "top5_acc": 0.98625, "loss_cls": 0.5622, "loss": 0.5622, "time": 0.22508} {"mode": "train", "epoch": 75, "iter": 1200, "lr": 0.01264, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88562, "top5_acc": 0.99, "loss_cls": 0.52679, "loss": 0.52679, "time": 0.22526} {"mode": "train", "epoch": 75, "iter": 1300, "lr": 0.01263, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89562, "top5_acc": 0.99062, "loss_cls": 0.51661, "loss": 0.51661, "time": 0.22412} {"mode": "train", "epoch": 75, "iter": 1400, "lr": 0.01262, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.87188, "top5_acc": 0.985, "loss_cls": 0.56368, "loss": 0.56368, "time": 0.22659} {"mode": "train", "epoch": 75, "iter": 1500, "lr": 0.01261, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89, "top5_acc": 0.99188, "loss_cls": 0.52101, "loss": 0.52101, "time": 0.2251} {"mode": "train", "epoch": 75, "iter": 1600, "lr": 0.01259, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.89062, "top5_acc": 0.98875, "loss_cls": 0.53161, "loss": 0.53161, "time": 0.22638} {"mode": "train", "epoch": 75, "iter": 1700, "lr": 0.01258, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89062, "top5_acc": 0.98875, "loss_cls": 0.51386, "loss": 0.51386, "time": 0.22485} {"mode": "train", "epoch": 75, "iter": 1800, "lr": 0.01257, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.86938, "top5_acc": 0.98375, "loss_cls": 0.58291, "loss": 0.58291, "time": 0.22536} {"mode": "train", "epoch": 75, "iter": 1900, "lr": 0.01256, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88375, "top5_acc": 0.985, "loss_cls": 0.53524, "loss": 0.53524, "time": 0.22608} {"mode": "train", "epoch": 75, "iter": 2000, "lr": 0.01255, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.89312, "top5_acc": 0.98625, "loss_cls": 0.53561, "loss": 0.53561, "time": 0.22403} {"mode": "train", "epoch": 75, "iter": 2100, "lr": 0.01254, "memory": 6525, "data_time": 0.00044, "top1_acc": 0.86, "top5_acc": 0.98562, "loss_cls": 0.62588, "loss": 0.62588, "time": 0.22488} {"mode": "train", "epoch": 75, "iter": 2200, "lr": 0.01253, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.88, "top5_acc": 0.9825, "loss_cls": 0.5823, "loss": 0.5823, "time": 0.22465} {"mode": "train", "epoch": 75, "iter": 2300, "lr": 0.01252, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.885, "top5_acc": 0.98625, "loss_cls": 0.53931, "loss": 0.53931, "time": 0.22419} {"mode": "train", "epoch": 75, "iter": 2400, "lr": 0.01251, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.87812, "top5_acc": 0.98, "loss_cls": 0.58104, "loss": 0.58104, "time": 0.22578} {"mode": "train", "epoch": 75, "iter": 2500, "lr": 0.0125, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87375, "top5_acc": 0.98625, "loss_cls": 0.60093, "loss": 0.60093, "time": 0.22344} {"mode": "val", "epoch": 75, "iter": 1031, "lr": 0.0125, "top1_acc": 0.81761, "top5_acc": 0.9687} {"mode": "train", "epoch": 76, "iter": 100, "lr": 0.01249, "memory": 6525, "data_time": 0.19019, "top1_acc": 0.88875, "top5_acc": 0.98875, "loss_cls": 0.52236, "loss": 0.52236, "time": 0.41616} {"mode": "train", "epoch": 76, "iter": 200, "lr": 0.01248, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89375, "top5_acc": 0.98812, "loss_cls": 0.50846, "loss": 0.50846, "time": 0.22468} {"mode": "train", "epoch": 76, "iter": 300, "lr": 0.01247, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8875, "top5_acc": 0.99188, "loss_cls": 0.52528, "loss": 0.52528, "time": 0.22472} {"mode": "train", "epoch": 76, "iter": 400, "lr": 0.01246, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.89188, "top5_acc": 0.99, "loss_cls": 0.5295, "loss": 0.5295, "time": 0.22468} {"mode": "train", "epoch": 76, "iter": 500, "lr": 0.01245, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88938, "top5_acc": 0.985, "loss_cls": 0.54502, "loss": 0.54502, "time": 0.22501} {"mode": "train", "epoch": 76, "iter": 600, "lr": 0.01244, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89562, "top5_acc": 0.98438, "loss_cls": 0.53251, "loss": 0.53251, "time": 0.22452} {"mode": "train", "epoch": 76, "iter": 700, "lr": 0.01243, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.88688, "top5_acc": 0.98375, "loss_cls": 0.55162, "loss": 0.55162, "time": 0.22714} {"mode": "train", "epoch": 76, "iter": 800, "lr": 0.01242, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87812, "top5_acc": 0.98625, "loss_cls": 0.57013, "loss": 0.57013, "time": 0.22503} {"mode": "train", "epoch": 76, "iter": 900, "lr": 0.01241, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.88438, "top5_acc": 0.99125, "loss_cls": 0.52981, "loss": 0.52981, "time": 0.22576} {"mode": "train", "epoch": 76, "iter": 1000, "lr": 0.0124, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.88, "top5_acc": 0.9875, "loss_cls": 0.55258, "loss": 0.55258, "time": 0.22551} {"mode": "train", "epoch": 76, "iter": 1100, "lr": 0.01239, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89312, "top5_acc": 0.98812, "loss_cls": 0.5091, "loss": 0.5091, "time": 0.2258} {"mode": "train", "epoch": 76, "iter": 1200, "lr": 0.01237, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89625, "top5_acc": 0.98625, "loss_cls": 0.49698, "loss": 0.49698, "time": 0.22596} {"mode": "train", "epoch": 76, "iter": 1300, "lr": 0.01236, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88438, "top5_acc": 0.98812, "loss_cls": 0.51294, "loss": 0.51294, "time": 0.2256} {"mode": "train", "epoch": 76, "iter": 1400, "lr": 0.01235, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.88438, "top5_acc": 0.98438, "loss_cls": 0.55365, "loss": 0.55365, "time": 0.22454} {"mode": "train", "epoch": 76, "iter": 1500, "lr": 0.01234, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88125, "top5_acc": 0.9925, "loss_cls": 0.53402, "loss": 0.53402, "time": 0.22404} {"mode": "train", "epoch": 76, "iter": 1600, "lr": 0.01233, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89, "top5_acc": 0.98688, "loss_cls": 0.53577, "loss": 0.53577, "time": 0.22489} {"mode": "train", "epoch": 76, "iter": 1700, "lr": 0.01232, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89312, "top5_acc": 0.99, "loss_cls": 0.53944, "loss": 0.53944, "time": 0.224} {"mode": "train", "epoch": 76, "iter": 1800, "lr": 0.01231, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.865, "top5_acc": 0.98562, "loss_cls": 0.61112, "loss": 0.61112, "time": 0.22425} {"mode": "train", "epoch": 76, "iter": 1900, "lr": 0.0123, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87875, "top5_acc": 0.98938, "loss_cls": 0.55863, "loss": 0.55863, "time": 0.22434} {"mode": "train", "epoch": 76, "iter": 2000, "lr": 0.01229, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.895, "top5_acc": 0.98875, "loss_cls": 0.50765, "loss": 0.50765, "time": 0.22415} {"mode": "train", "epoch": 76, "iter": 2100, "lr": 0.01228, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.88, "top5_acc": 0.9875, "loss_cls": 0.57104, "loss": 0.57104, "time": 0.22538} {"mode": "train", "epoch": 76, "iter": 2200, "lr": 0.01227, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.8775, "top5_acc": 0.9875, "loss_cls": 0.56866, "loss": 0.56866, "time": 0.22593} {"mode": "train", "epoch": 76, "iter": 2300, "lr": 0.01226, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87625, "top5_acc": 0.98375, "loss_cls": 0.58769, "loss": 0.58769, "time": 0.22473} {"mode": "train", "epoch": 76, "iter": 2400, "lr": 0.01225, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87875, "top5_acc": 0.98688, "loss_cls": 0.58079, "loss": 0.58079, "time": 0.2262} {"mode": "train", "epoch": 76, "iter": 2500, "lr": 0.01224, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.88375, "top5_acc": 0.99188, "loss_cls": 0.55005, "loss": 0.55005, "time": 0.22659} {"mode": "val", "epoch": 76, "iter": 1031, "lr": 0.01224, "top1_acc": 0.83399, "top5_acc": 0.97362} {"mode": "train", "epoch": 77, "iter": 100, "lr": 0.01223, "memory": 6525, "data_time": 0.18608, "top1_acc": 0.89188, "top5_acc": 0.98875, "loss_cls": 0.50818, "loss": 0.50818, "time": 0.41186} {"mode": "train", "epoch": 77, "iter": 200, "lr": 0.01222, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89312, "top5_acc": 0.99125, "loss_cls": 0.47699, "loss": 0.47699, "time": 0.22484} {"mode": "train", "epoch": 77, "iter": 300, "lr": 0.01221, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89812, "top5_acc": 0.9875, "loss_cls": 0.50086, "loss": 0.50086, "time": 0.22393} {"mode": "train", "epoch": 77, "iter": 400, "lr": 0.0122, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89312, "top5_acc": 0.99188, "loss_cls": 0.51168, "loss": 0.51168, "time": 0.22499} {"mode": "train", "epoch": 77, "iter": 500, "lr": 0.01219, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.88125, "top5_acc": 0.98438, "loss_cls": 0.5816, "loss": 0.5816, "time": 0.22374} {"mode": "train", "epoch": 77, "iter": 600, "lr": 0.01218, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89375, "top5_acc": 0.99, "loss_cls": 0.50155, "loss": 0.50155, "time": 0.22496} {"mode": "train", "epoch": 77, "iter": 700, "lr": 0.01217, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.89438, "top5_acc": 0.98812, "loss_cls": 0.50289, "loss": 0.50289, "time": 0.22505} {"mode": "train", "epoch": 77, "iter": 800, "lr": 0.01215, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.9025, "top5_acc": 0.99062, "loss_cls": 0.47949, "loss": 0.47949, "time": 0.22509} {"mode": "train", "epoch": 77, "iter": 900, "lr": 0.01214, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.88188, "top5_acc": 0.98812, "loss_cls": 0.54632, "loss": 0.54632, "time": 0.22519} {"mode": "train", "epoch": 77, "iter": 1000, "lr": 0.01213, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.90312, "top5_acc": 0.99375, "loss_cls": 0.48775, "loss": 0.48775, "time": 0.22446} {"mode": "train", "epoch": 77, "iter": 1100, "lr": 0.01212, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.89688, "top5_acc": 0.99125, "loss_cls": 0.48667, "loss": 0.48667, "time": 0.22499} {"mode": "train", "epoch": 77, "iter": 1200, "lr": 0.01211, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90625, "top5_acc": 0.9925, "loss_cls": 0.46779, "loss": 0.46779, "time": 0.22501} {"mode": "train", "epoch": 77, "iter": 1300, "lr": 0.0121, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.87438, "top5_acc": 0.98312, "loss_cls": 0.57705, "loss": 0.57705, "time": 0.22515} {"mode": "train", "epoch": 77, "iter": 1400, "lr": 0.01209, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87688, "top5_acc": 0.98812, "loss_cls": 0.56536, "loss": 0.56536, "time": 0.22465} {"mode": "train", "epoch": 77, "iter": 1500, "lr": 0.01208, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.88, "top5_acc": 0.985, "loss_cls": 0.57276, "loss": 0.57276, "time": 0.22616} {"mode": "train", "epoch": 77, "iter": 1600, "lr": 0.01207, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.90125, "top5_acc": 0.9925, "loss_cls": 0.48238, "loss": 0.48238, "time": 0.22573} {"mode": "train", "epoch": 77, "iter": 1700, "lr": 0.01206, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.89938, "top5_acc": 0.98688, "loss_cls": 0.50974, "loss": 0.50974, "time": 0.22485} {"mode": "train", "epoch": 77, "iter": 1800, "lr": 0.01205, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8775, "top5_acc": 0.99062, "loss_cls": 0.57589, "loss": 0.57589, "time": 0.22484} {"mode": "train", "epoch": 77, "iter": 1900, "lr": 0.01204, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87875, "top5_acc": 0.9875, "loss_cls": 0.55515, "loss": 0.55515, "time": 0.22557} {"mode": "train", "epoch": 77, "iter": 2000, "lr": 0.01203, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.90562, "top5_acc": 0.99062, "loss_cls": 0.47046, "loss": 0.47046, "time": 0.22416} {"mode": "train", "epoch": 77, "iter": 2100, "lr": 0.01202, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88375, "top5_acc": 0.98375, "loss_cls": 0.54623, "loss": 0.54623, "time": 0.22432} {"mode": "train", "epoch": 77, "iter": 2200, "lr": 0.01201, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89688, "top5_acc": 0.9875, "loss_cls": 0.49765, "loss": 0.49765, "time": 0.22557} {"mode": "train", "epoch": 77, "iter": 2300, "lr": 0.012, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.895, "top5_acc": 0.98812, "loss_cls": 0.53691, "loss": 0.53691, "time": 0.2255} {"mode": "train", "epoch": 77, "iter": 2400, "lr": 0.01199, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.90312, "top5_acc": 0.98938, "loss_cls": 0.47412, "loss": 0.47412, "time": 0.22534} {"mode": "train", "epoch": 77, "iter": 2500, "lr": 0.01198, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.87938, "top5_acc": 0.9875, "loss_cls": 0.55942, "loss": 0.55942, "time": 0.22522} {"mode": "val", "epoch": 77, "iter": 1031, "lr": 0.01198, "top1_acc": 0.83696, "top5_acc": 0.9707} {"mode": "train", "epoch": 78, "iter": 100, "lr": 0.01197, "memory": 6525, "data_time": 0.18729, "top1_acc": 0.8975, "top5_acc": 0.99125, "loss_cls": 0.49236, "loss": 0.49236, "time": 0.41241} {"mode": "train", "epoch": 78, "iter": 200, "lr": 0.01196, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.89438, "top5_acc": 0.99125, "loss_cls": 0.48992, "loss": 0.48992, "time": 0.22415} {"mode": "train", "epoch": 78, "iter": 300, "lr": 0.01195, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8925, "top5_acc": 0.98625, "loss_cls": 0.52199, "loss": 0.52199, "time": 0.22362} {"mode": "train", "epoch": 78, "iter": 400, "lr": 0.01193, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89188, "top5_acc": 0.98812, "loss_cls": 0.49717, "loss": 0.49717, "time": 0.22554} {"mode": "train", "epoch": 78, "iter": 500, "lr": 0.01192, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89625, "top5_acc": 0.99, "loss_cls": 0.49668, "loss": 0.49668, "time": 0.22646} {"mode": "train", "epoch": 78, "iter": 600, "lr": 0.01191, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.905, "top5_acc": 0.99188, "loss_cls": 0.48374, "loss": 0.48374, "time": 0.22582} {"mode": "train", "epoch": 78, "iter": 700, "lr": 0.0119, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89875, "top5_acc": 0.99125, "loss_cls": 0.4609, "loss": 0.4609, "time": 0.22491} {"mode": "train", "epoch": 78, "iter": 800, "lr": 0.01189, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88688, "top5_acc": 0.9875, "loss_cls": 0.54227, "loss": 0.54227, "time": 0.22572} {"mode": "train", "epoch": 78, "iter": 900, "lr": 0.01188, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.89438, "top5_acc": 0.98688, "loss_cls": 0.53684, "loss": 0.53684, "time": 0.22501} {"mode": "train", "epoch": 78, "iter": 1000, "lr": 0.01187, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88938, "top5_acc": 0.98812, "loss_cls": 0.54117, "loss": 0.54117, "time": 0.22504} {"mode": "train", "epoch": 78, "iter": 1100, "lr": 0.01186, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87312, "top5_acc": 0.99125, "loss_cls": 0.56466, "loss": 0.56466, "time": 0.2252} {"mode": "train", "epoch": 78, "iter": 1200, "lr": 0.01185, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.89, "top5_acc": 0.98688, "loss_cls": 0.52757, "loss": 0.52757, "time": 0.22491} {"mode": "train", "epoch": 78, "iter": 1300, "lr": 0.01184, "memory": 6525, "data_time": 0.00039, "top1_acc": 0.89312, "top5_acc": 0.98812, "loss_cls": 0.51378, "loss": 0.51378, "time": 0.22514} {"mode": "train", "epoch": 78, "iter": 1400, "lr": 0.01183, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.88875, "top5_acc": 0.98875, "loss_cls": 0.51331, "loss": 0.51331, "time": 0.22612} {"mode": "train", "epoch": 78, "iter": 1500, "lr": 0.01182, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89812, "top5_acc": 0.99062, "loss_cls": 0.48405, "loss": 0.48405, "time": 0.2262} {"mode": "train", "epoch": 78, "iter": 1600, "lr": 0.01181, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87688, "top5_acc": 0.99, "loss_cls": 0.56832, "loss": 0.56832, "time": 0.22527} {"mode": "train", "epoch": 78, "iter": 1700, "lr": 0.0118, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.89625, "top5_acc": 0.98875, "loss_cls": 0.52534, "loss": 0.52534, "time": 0.2257} {"mode": "train", "epoch": 78, "iter": 1800, "lr": 0.01179, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88062, "top5_acc": 0.98688, "loss_cls": 0.54025, "loss": 0.54025, "time": 0.22494} {"mode": "train", "epoch": 78, "iter": 1900, "lr": 0.01178, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.88938, "top5_acc": 0.99, "loss_cls": 0.50826, "loss": 0.50826, "time": 0.22454} {"mode": "train", "epoch": 78, "iter": 2000, "lr": 0.01177, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.885, "top5_acc": 0.98688, "loss_cls": 0.53798, "loss": 0.53798, "time": 0.22426} {"mode": "train", "epoch": 78, "iter": 2100, "lr": 0.01176, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.90188, "top5_acc": 0.9875, "loss_cls": 0.49969, "loss": 0.49969, "time": 0.22494} {"mode": "train", "epoch": 78, "iter": 2200, "lr": 0.01175, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89188, "top5_acc": 0.9875, "loss_cls": 0.52971, "loss": 0.52971, "time": 0.22514} {"mode": "train", "epoch": 78, "iter": 2300, "lr": 0.01174, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89625, "top5_acc": 0.99, "loss_cls": 0.50105, "loss": 0.50105, "time": 0.22545} {"mode": "train", "epoch": 78, "iter": 2400, "lr": 0.01173, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88625, "top5_acc": 0.97812, "loss_cls": 0.56462, "loss": 0.56462, "time": 0.22484} {"mode": "train", "epoch": 78, "iter": 2500, "lr": 0.01172, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.88375, "top5_acc": 0.9875, "loss_cls": 0.54676, "loss": 0.54676, "time": 0.22478} {"mode": "val", "epoch": 78, "iter": 1031, "lr": 0.01172, "top1_acc": 0.81707, "top5_acc": 0.9681} {"mode": "train", "epoch": 79, "iter": 100, "lr": 0.0117, "memory": 6525, "data_time": 0.18908, "top1_acc": 0.89, "top5_acc": 0.99312, "loss_cls": 0.50929, "loss": 0.50929, "time": 0.41454} {"mode": "train", "epoch": 79, "iter": 200, "lr": 0.01169, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.90188, "top5_acc": 0.99438, "loss_cls": 0.45007, "loss": 0.45007, "time": 0.2242} {"mode": "train", "epoch": 79, "iter": 300, "lr": 0.01168, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91562, "top5_acc": 0.99062, "loss_cls": 0.40346, "loss": 0.40346, "time": 0.22513} {"mode": "train", "epoch": 79, "iter": 400, "lr": 0.01167, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88688, "top5_acc": 0.98688, "loss_cls": 0.52105, "loss": 0.52105, "time": 0.2253} {"mode": "train", "epoch": 79, "iter": 500, "lr": 0.01166, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.90688, "top5_acc": 0.9925, "loss_cls": 0.45167, "loss": 0.45167, "time": 0.22451} {"mode": "train", "epoch": 79, "iter": 600, "lr": 0.01165, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89625, "top5_acc": 0.99062, "loss_cls": 0.48443, "loss": 0.48443, "time": 0.22573} {"mode": "train", "epoch": 79, "iter": 700, "lr": 0.01164, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.89438, "top5_acc": 0.9875, "loss_cls": 0.53136, "loss": 0.53136, "time": 0.22436} {"mode": "train", "epoch": 79, "iter": 800, "lr": 0.01163, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87188, "top5_acc": 0.98812, "loss_cls": 0.58308, "loss": 0.58308, "time": 0.22473} {"mode": "train", "epoch": 79, "iter": 900, "lr": 0.01162, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.905, "top5_acc": 0.9875, "loss_cls": 0.46926, "loss": 0.46926, "time": 0.22576} {"mode": "train", "epoch": 79, "iter": 1000, "lr": 0.01161, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.88438, "top5_acc": 0.98688, "loss_cls": 0.54377, "loss": 0.54377, "time": 0.22406} {"mode": "train", "epoch": 79, "iter": 1100, "lr": 0.0116, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.87688, "top5_acc": 0.9875, "loss_cls": 0.57769, "loss": 0.57769, "time": 0.2254} {"mode": "train", "epoch": 79, "iter": 1200, "lr": 0.01159, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.90062, "top5_acc": 0.98938, "loss_cls": 0.49063, "loss": 0.49063, "time": 0.22524} {"mode": "train", "epoch": 79, "iter": 1300, "lr": 0.01158, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87812, "top5_acc": 0.98688, "loss_cls": 0.56088, "loss": 0.56088, "time": 0.2249} {"mode": "train", "epoch": 79, "iter": 1400, "lr": 0.01157, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88875, "top5_acc": 0.98688, "loss_cls": 0.53667, "loss": 0.53667, "time": 0.22486} {"mode": "train", "epoch": 79, "iter": 1500, "lr": 0.01156, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.895, "top5_acc": 0.99, "loss_cls": 0.49023, "loss": 0.49023, "time": 0.22503} {"mode": "train", "epoch": 79, "iter": 1600, "lr": 0.01155, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90312, "top5_acc": 0.98875, "loss_cls": 0.48503, "loss": 0.48503, "time": 0.22394} {"mode": "train", "epoch": 79, "iter": 1700, "lr": 0.01154, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.89875, "top5_acc": 0.98688, "loss_cls": 0.49164, "loss": 0.49164, "time": 0.22384} {"mode": "train", "epoch": 79, "iter": 1800, "lr": 0.01153, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88562, "top5_acc": 0.99062, "loss_cls": 0.53268, "loss": 0.53268, "time": 0.22419} {"mode": "train", "epoch": 79, "iter": 1900, "lr": 0.01152, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.90125, "top5_acc": 0.99312, "loss_cls": 0.46579, "loss": 0.46579, "time": 0.22524} {"mode": "train", "epoch": 79, "iter": 2000, "lr": 0.01151, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.88812, "top5_acc": 0.99188, "loss_cls": 0.52653, "loss": 0.52653, "time": 0.22481} {"mode": "train", "epoch": 79, "iter": 2100, "lr": 0.0115, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.875, "top5_acc": 0.98562, "loss_cls": 0.56835, "loss": 0.56835, "time": 0.22616} {"mode": "train", "epoch": 79, "iter": 2200, "lr": 0.01149, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89188, "top5_acc": 0.98625, "loss_cls": 0.52852, "loss": 0.52852, "time": 0.22504} {"mode": "train", "epoch": 79, "iter": 2300, "lr": 0.01148, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.87438, "top5_acc": 0.9875, "loss_cls": 0.57123, "loss": 0.57123, "time": 0.22446} {"mode": "train", "epoch": 79, "iter": 2400, "lr": 0.01147, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88562, "top5_acc": 0.9925, "loss_cls": 0.51268, "loss": 0.51268, "time": 0.22457} {"mode": "train", "epoch": 79, "iter": 2500, "lr": 0.01145, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.88312, "top5_acc": 0.98625, "loss_cls": 0.54797, "loss": 0.54797, "time": 0.22587} {"mode": "val", "epoch": 79, "iter": 1031, "lr": 0.01145, "top1_acc": 0.83211, "top5_acc": 0.97228} {"mode": "train", "epoch": 80, "iter": 100, "lr": 0.01144, "memory": 6525, "data_time": 0.1897, "top1_acc": 0.88625, "top5_acc": 0.99, "loss_cls": 0.51346, "loss": 0.51346, "time": 0.41581} {"mode": "train", "epoch": 80, "iter": 200, "lr": 0.01143, "memory": 6525, "data_time": 0.00043, "top1_acc": 0.9025, "top5_acc": 0.98875, "loss_cls": 0.47668, "loss": 0.47668, "time": 0.22636} {"mode": "train", "epoch": 80, "iter": 300, "lr": 0.01142, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91188, "top5_acc": 0.99062, "loss_cls": 0.43817, "loss": 0.43817, "time": 0.22563} {"mode": "train", "epoch": 80, "iter": 400, "lr": 0.01141, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.90312, "top5_acc": 0.98812, "loss_cls": 0.47382, "loss": 0.47382, "time": 0.22489} {"mode": "train", "epoch": 80, "iter": 500, "lr": 0.0114, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9125, "top5_acc": 0.9875, "loss_cls": 0.46618, "loss": 0.46618, "time": 0.22444} {"mode": "train", "epoch": 80, "iter": 600, "lr": 0.01139, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89625, "top5_acc": 0.9875, "loss_cls": 0.51406, "loss": 0.51406, "time": 0.22464} {"mode": "train", "epoch": 80, "iter": 700, "lr": 0.01138, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9025, "top5_acc": 0.98875, "loss_cls": 0.47808, "loss": 0.47808, "time": 0.22505} {"mode": "train", "epoch": 80, "iter": 800, "lr": 0.01137, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.89375, "top5_acc": 0.99062, "loss_cls": 0.4745, "loss": 0.4745, "time": 0.22443} {"mode": "train", "epoch": 80, "iter": 900, "lr": 0.01136, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91938, "top5_acc": 0.99375, "loss_cls": 0.42958, "loss": 0.42958, "time": 0.22496} {"mode": "train", "epoch": 80, "iter": 1000, "lr": 0.01135, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.89125, "top5_acc": 0.98875, "loss_cls": 0.52241, "loss": 0.52241, "time": 0.22485} {"mode": "train", "epoch": 80, "iter": 1100, "lr": 0.01134, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.89688, "top5_acc": 0.98312, "loss_cls": 0.50822, "loss": 0.50822, "time": 0.22522} {"mode": "train", "epoch": 80, "iter": 1200, "lr": 0.01133, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.88812, "top5_acc": 0.98062, "loss_cls": 0.53927, "loss": 0.53927, "time": 0.22533} {"mode": "train", "epoch": 80, "iter": 1300, "lr": 0.01132, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.89625, "top5_acc": 0.98875, "loss_cls": 0.48377, "loss": 0.48377, "time": 0.22487} {"mode": "train", "epoch": 80, "iter": 1400, "lr": 0.01131, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.88312, "top5_acc": 0.99, "loss_cls": 0.53788, "loss": 0.53788, "time": 0.226} {"mode": "train", "epoch": 80, "iter": 1500, "lr": 0.0113, "memory": 6525, "data_time": 0.00039, "top1_acc": 0.9075, "top5_acc": 0.9925, "loss_cls": 0.44225, "loss": 0.44225, "time": 0.22493} {"mode": "train", "epoch": 80, "iter": 1600, "lr": 0.01129, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.88312, "top5_acc": 0.985, "loss_cls": 0.5392, "loss": 0.5392, "time": 0.22465} {"mode": "train", "epoch": 80, "iter": 1700, "lr": 0.01128, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.88375, "top5_acc": 0.98875, "loss_cls": 0.55114, "loss": 0.55114, "time": 0.22554} {"mode": "train", "epoch": 80, "iter": 1800, "lr": 0.01127, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88812, "top5_acc": 0.98688, "loss_cls": 0.53546, "loss": 0.53546, "time": 0.22494} {"mode": "train", "epoch": 80, "iter": 1900, "lr": 0.01126, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.90812, "top5_acc": 0.9925, "loss_cls": 0.4612, "loss": 0.4612, "time": 0.22489} {"mode": "train", "epoch": 80, "iter": 2000, "lr": 0.01125, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.90625, "top5_acc": 0.99, "loss_cls": 0.48261, "loss": 0.48261, "time": 0.22501} {"mode": "train", "epoch": 80, "iter": 2100, "lr": 0.01124, "memory": 6525, "data_time": 0.00045, "top1_acc": 0.88625, "top5_acc": 0.99125, "loss_cls": 0.53222, "loss": 0.53222, "time": 0.22542} {"mode": "train", "epoch": 80, "iter": 2200, "lr": 0.01123, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90125, "top5_acc": 0.98812, "loss_cls": 0.51035, "loss": 0.51035, "time": 0.22568} {"mode": "train", "epoch": 80, "iter": 2300, "lr": 0.01121, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89688, "top5_acc": 0.9875, "loss_cls": 0.50519, "loss": 0.50519, "time": 0.22551} {"mode": "train", "epoch": 80, "iter": 2400, "lr": 0.0112, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89625, "top5_acc": 0.99, "loss_cls": 0.49887, "loss": 0.49887, "time": 0.22524} {"mode": "train", "epoch": 80, "iter": 2500, "lr": 0.01119, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88938, "top5_acc": 0.9825, "loss_cls": 0.55744, "loss": 0.55744, "time": 0.22471} {"mode": "val", "epoch": 80, "iter": 1031, "lr": 0.01119, "top1_acc": 0.74956, "top5_acc": 0.94214} {"mode": "train", "epoch": 81, "iter": 100, "lr": 0.01118, "memory": 6525, "data_time": 0.18852, "top1_acc": 0.895, "top5_acc": 0.99, "loss_cls": 0.47399, "loss": 0.47399, "time": 0.41434} {"mode": "train", "epoch": 81, "iter": 200, "lr": 0.01117, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89625, "top5_acc": 0.99188, "loss_cls": 0.4599, "loss": 0.4599, "time": 0.22488} {"mode": "train", "epoch": 81, "iter": 300, "lr": 0.01116, "memory": 6525, "data_time": 0.00043, "top1_acc": 0.90125, "top5_acc": 0.99188, "loss_cls": 0.46855, "loss": 0.46855, "time": 0.22563} {"mode": "train", "epoch": 81, "iter": 400, "lr": 0.01115, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.90562, "top5_acc": 0.9925, "loss_cls": 0.43217, "loss": 0.43217, "time": 0.22471} {"mode": "train", "epoch": 81, "iter": 500, "lr": 0.01114, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.905, "top5_acc": 0.99312, "loss_cls": 0.46736, "loss": 0.46736, "time": 0.22562} {"mode": "train", "epoch": 81, "iter": 600, "lr": 0.01113, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89062, "top5_acc": 0.98938, "loss_cls": 0.50226, "loss": 0.50226, "time": 0.22542} {"mode": "train", "epoch": 81, "iter": 700, "lr": 0.01112, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89375, "top5_acc": 0.9925, "loss_cls": 0.50433, "loss": 0.50433, "time": 0.22501} {"mode": "train", "epoch": 81, "iter": 800, "lr": 0.01111, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.90188, "top5_acc": 0.98938, "loss_cls": 0.49957, "loss": 0.49957, "time": 0.22446} {"mode": "train", "epoch": 81, "iter": 900, "lr": 0.0111, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89688, "top5_acc": 0.98875, "loss_cls": 0.51254, "loss": 0.51254, "time": 0.22489} {"mode": "train", "epoch": 81, "iter": 1000, "lr": 0.01109, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89188, "top5_acc": 0.9925, "loss_cls": 0.50362, "loss": 0.50362, "time": 0.22464} {"mode": "train", "epoch": 81, "iter": 1100, "lr": 0.01108, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.90125, "top5_acc": 0.98938, "loss_cls": 0.49302, "loss": 0.49302, "time": 0.22488} {"mode": "train", "epoch": 81, "iter": 1200, "lr": 0.01107, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.89938, "top5_acc": 0.9925, "loss_cls": 0.48578, "loss": 0.48578, "time": 0.22495} {"mode": "train", "epoch": 81, "iter": 1300, "lr": 0.01106, "memory": 6525, "data_time": 0.00037, "top1_acc": 0.89, "top5_acc": 0.98812, "loss_cls": 0.49645, "loss": 0.49645, "time": 0.22515} {"mode": "train", "epoch": 81, "iter": 1400, "lr": 0.01105, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.905, "top5_acc": 0.99, "loss_cls": 0.48054, "loss": 0.48054, "time": 0.22428} {"mode": "train", "epoch": 81, "iter": 1500, "lr": 0.01104, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.905, "top5_acc": 0.99188, "loss_cls": 0.4828, "loss": 0.4828, "time": 0.2256} {"mode": "train", "epoch": 81, "iter": 1600, "lr": 0.01103, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89375, "top5_acc": 0.99062, "loss_cls": 0.49392, "loss": 0.49392, "time": 0.22492} {"mode": "train", "epoch": 81, "iter": 1700, "lr": 0.01102, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.8925, "top5_acc": 0.99, "loss_cls": 0.5092, "loss": 0.5092, "time": 0.2251} {"mode": "train", "epoch": 81, "iter": 1800, "lr": 0.01101, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.8875, "top5_acc": 0.98938, "loss_cls": 0.5244, "loss": 0.5244, "time": 0.22557} {"mode": "train", "epoch": 81, "iter": 1900, "lr": 0.011, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.87938, "top5_acc": 0.99062, "loss_cls": 0.53757, "loss": 0.53757, "time": 0.2253} {"mode": "train", "epoch": 81, "iter": 2000, "lr": 0.01099, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.89062, "top5_acc": 0.98312, "loss_cls": 0.51551, "loss": 0.51551, "time": 0.22372} {"mode": "train", "epoch": 81, "iter": 2100, "lr": 0.01098, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89312, "top5_acc": 0.98688, "loss_cls": 0.53223, "loss": 0.53223, "time": 0.22458} {"mode": "train", "epoch": 81, "iter": 2200, "lr": 0.01097, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88562, "top5_acc": 0.98938, "loss_cls": 0.50826, "loss": 0.50826, "time": 0.22542} {"mode": "train", "epoch": 81, "iter": 2300, "lr": 0.01095, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.90625, "top5_acc": 0.99375, "loss_cls": 0.4607, "loss": 0.4607, "time": 0.22641} {"mode": "train", "epoch": 81, "iter": 2400, "lr": 0.01094, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.89875, "top5_acc": 0.99188, "loss_cls": 0.46553, "loss": 0.46553, "time": 0.22479} {"mode": "train", "epoch": 81, "iter": 2500, "lr": 0.01093, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8925, "top5_acc": 0.98312, "loss_cls": 0.53289, "loss": 0.53289, "time": 0.22517} {"mode": "val", "epoch": 81, "iter": 1031, "lr": 0.01093, "top1_acc": 0.83993, "top5_acc": 0.97459} {"mode": "train", "epoch": 82, "iter": 100, "lr": 0.01092, "memory": 6525, "data_time": 0.18913, "top1_acc": 0.91, "top5_acc": 0.99438, "loss_cls": 0.42911, "loss": 0.42911, "time": 0.41389} {"mode": "train", "epoch": 82, "iter": 200, "lr": 0.01091, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9075, "top5_acc": 0.99, "loss_cls": 0.45319, "loss": 0.45319, "time": 0.22496} {"mode": "train", "epoch": 82, "iter": 300, "lr": 0.0109, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90188, "top5_acc": 0.9925, "loss_cls": 0.43253, "loss": 0.43253, "time": 0.22563} {"mode": "train", "epoch": 82, "iter": 400, "lr": 0.01089, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8975, "top5_acc": 0.98688, "loss_cls": 0.47684, "loss": 0.47684, "time": 0.22342} {"mode": "train", "epoch": 82, "iter": 500, "lr": 0.01088, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89562, "top5_acc": 0.99188, "loss_cls": 0.48644, "loss": 0.48644, "time": 0.22444} {"mode": "train", "epoch": 82, "iter": 600, "lr": 0.01087, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91812, "top5_acc": 0.98812, "loss_cls": 0.44221, "loss": 0.44221, "time": 0.22539} {"mode": "train", "epoch": 82, "iter": 700, "lr": 0.01086, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9025, "top5_acc": 0.99312, "loss_cls": 0.45689, "loss": 0.45689, "time": 0.22423} {"mode": "train", "epoch": 82, "iter": 800, "lr": 0.01085, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9, "top5_acc": 0.98812, "loss_cls": 0.48976, "loss": 0.48976, "time": 0.22502} {"mode": "train", "epoch": 82, "iter": 900, "lr": 0.01084, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9075, "top5_acc": 0.98875, "loss_cls": 0.47216, "loss": 0.47216, "time": 0.22511} {"mode": "train", "epoch": 82, "iter": 1000, "lr": 0.01083, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91062, "top5_acc": 0.99062, "loss_cls": 0.42877, "loss": 0.42877, "time": 0.22535} {"mode": "train", "epoch": 82, "iter": 1100, "lr": 0.01082, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89312, "top5_acc": 0.99125, "loss_cls": 0.49812, "loss": 0.49812, "time": 0.22551} {"mode": "train", "epoch": 82, "iter": 1200, "lr": 0.01081, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8975, "top5_acc": 0.99188, "loss_cls": 0.47554, "loss": 0.47554, "time": 0.2244} {"mode": "train", "epoch": 82, "iter": 1300, "lr": 0.0108, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.895, "top5_acc": 0.98812, "loss_cls": 0.52415, "loss": 0.52415, "time": 0.22375} {"mode": "train", "epoch": 82, "iter": 1400, "lr": 0.01079, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89375, "top5_acc": 0.99062, "loss_cls": 0.51492, "loss": 0.51492, "time": 0.225} {"mode": "train", "epoch": 82, "iter": 1500, "lr": 0.01078, "memory": 6525, "data_time": 0.00039, "top1_acc": 0.89438, "top5_acc": 0.99312, "loss_cls": 0.47356, "loss": 0.47356, "time": 0.22622} {"mode": "train", "epoch": 82, "iter": 1600, "lr": 0.01077, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89, "top5_acc": 0.99, "loss_cls": 0.51369, "loss": 0.51369, "time": 0.22498} {"mode": "train", "epoch": 82, "iter": 1700, "lr": 0.01076, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88938, "top5_acc": 0.98688, "loss_cls": 0.55525, "loss": 0.55525, "time": 0.22466} {"mode": "train", "epoch": 82, "iter": 1800, "lr": 0.01075, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90125, "top5_acc": 0.98688, "loss_cls": 0.48277, "loss": 0.48277, "time": 0.2249} {"mode": "train", "epoch": 82, "iter": 1900, "lr": 0.01074, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9025, "top5_acc": 0.98938, "loss_cls": 0.4978, "loss": 0.4978, "time": 0.22537} {"mode": "train", "epoch": 82, "iter": 2000, "lr": 0.01073, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.89375, "top5_acc": 0.98875, "loss_cls": 0.50228, "loss": 0.50228, "time": 0.22409} {"mode": "train", "epoch": 82, "iter": 2100, "lr": 0.01072, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90688, "top5_acc": 0.98812, "loss_cls": 0.50004, "loss": 0.50004, "time": 0.22421} {"mode": "train", "epoch": 82, "iter": 2200, "lr": 0.01071, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.90312, "top5_acc": 0.98875, "loss_cls": 0.46982, "loss": 0.46982, "time": 0.22393} {"mode": "train", "epoch": 82, "iter": 2300, "lr": 0.0107, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88125, "top5_acc": 0.98875, "loss_cls": 0.5507, "loss": 0.5507, "time": 0.22463} {"mode": "train", "epoch": 82, "iter": 2400, "lr": 0.01069, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.89, "top5_acc": 0.99312, "loss_cls": 0.50185, "loss": 0.50185, "time": 0.22398} {"mode": "train", "epoch": 82, "iter": 2500, "lr": 0.01067, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.90125, "top5_acc": 0.99062, "loss_cls": 0.49579, "loss": 0.49579, "time": 0.22416} {"mode": "val", "epoch": 82, "iter": 1031, "lr": 0.01067, "top1_acc": 0.83478, "top5_acc": 0.97258} {"mode": "train", "epoch": 83, "iter": 100, "lr": 0.01066, "memory": 6525, "data_time": 0.1956, "top1_acc": 0.90688, "top5_acc": 0.99438, "loss_cls": 0.46094, "loss": 0.46094, "time": 0.42148} {"mode": "train", "epoch": 83, "iter": 200, "lr": 0.01065, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91625, "top5_acc": 0.99438, "loss_cls": 0.40249, "loss": 0.40249, "time": 0.22494} {"mode": "train", "epoch": 83, "iter": 300, "lr": 0.01064, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.89188, "top5_acc": 0.9925, "loss_cls": 0.48651, "loss": 0.48651, "time": 0.22399} {"mode": "train", "epoch": 83, "iter": 400, "lr": 0.01063, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91, "top5_acc": 0.99188, "loss_cls": 0.43025, "loss": 0.43025, "time": 0.22501} {"mode": "train", "epoch": 83, "iter": 500, "lr": 0.01062, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.90125, "top5_acc": 0.98625, "loss_cls": 0.48475, "loss": 0.48475, "time": 0.22508} {"mode": "train", "epoch": 83, "iter": 600, "lr": 0.01061, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.9125, "top5_acc": 0.99, "loss_cls": 0.43903, "loss": 0.43903, "time": 0.22426} {"mode": "train", "epoch": 83, "iter": 700, "lr": 0.0106, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91062, "top5_acc": 0.99062, "loss_cls": 0.43047, "loss": 0.43047, "time": 0.22488} {"mode": "train", "epoch": 83, "iter": 800, "lr": 0.01059, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.90062, "top5_acc": 0.99188, "loss_cls": 0.48246, "loss": 0.48246, "time": 0.22415} {"mode": "train", "epoch": 83, "iter": 900, "lr": 0.01058, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89438, "top5_acc": 0.98875, "loss_cls": 0.49711, "loss": 0.49711, "time": 0.22451} {"mode": "train", "epoch": 83, "iter": 1000, "lr": 0.01057, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90812, "top5_acc": 0.99312, "loss_cls": 0.45316, "loss": 0.45316, "time": 0.22542} {"mode": "train", "epoch": 83, "iter": 1100, "lr": 0.01056, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.90875, "top5_acc": 0.98812, "loss_cls": 0.44442, "loss": 0.44442, "time": 0.22538} {"mode": "train", "epoch": 83, "iter": 1200, "lr": 0.01055, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.90625, "top5_acc": 0.98938, "loss_cls": 0.47962, "loss": 0.47962, "time": 0.22508} {"mode": "train", "epoch": 83, "iter": 1300, "lr": 0.01054, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.89062, "top5_acc": 0.99062, "loss_cls": 0.50596, "loss": 0.50596, "time": 0.22456} {"mode": "train", "epoch": 83, "iter": 1400, "lr": 0.01053, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89625, "top5_acc": 0.98875, "loss_cls": 0.5028, "loss": 0.5028, "time": 0.22524} {"mode": "train", "epoch": 83, "iter": 1500, "lr": 0.01052, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89312, "top5_acc": 0.985, "loss_cls": 0.50661, "loss": 0.50661, "time": 0.22478} {"mode": "train", "epoch": 83, "iter": 1600, "lr": 0.01051, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.90062, "top5_acc": 0.99, "loss_cls": 0.49825, "loss": 0.49825, "time": 0.22561} {"mode": "train", "epoch": 83, "iter": 1700, "lr": 0.0105, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90688, "top5_acc": 0.99062, "loss_cls": 0.45426, "loss": 0.45426, "time": 0.22646} {"mode": "train", "epoch": 83, "iter": 1800, "lr": 0.01049, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89938, "top5_acc": 0.9925, "loss_cls": 0.48546, "loss": 0.48546, "time": 0.22513} {"mode": "train", "epoch": 83, "iter": 1900, "lr": 0.01048, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.90438, "top5_acc": 0.9875, "loss_cls": 0.48198, "loss": 0.48198, "time": 0.2255} {"mode": "train", "epoch": 83, "iter": 2000, "lr": 0.01047, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90875, "top5_acc": 0.98812, "loss_cls": 0.44967, "loss": 0.44967, "time": 0.22609} {"mode": "train", "epoch": 83, "iter": 2100, "lr": 0.01046, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.88875, "top5_acc": 0.98625, "loss_cls": 0.52634, "loss": 0.52634, "time": 0.2248} {"mode": "train", "epoch": 83, "iter": 2200, "lr": 0.01045, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.90375, "top5_acc": 0.98938, "loss_cls": 0.49031, "loss": 0.49031, "time": 0.22521} {"mode": "train", "epoch": 83, "iter": 2300, "lr": 0.01044, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89688, "top5_acc": 0.99062, "loss_cls": 0.47531, "loss": 0.47531, "time": 0.22665} {"mode": "train", "epoch": 83, "iter": 2400, "lr": 0.01043, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88125, "top5_acc": 0.99, "loss_cls": 0.56944, "loss": 0.56944, "time": 0.22476} {"mode": "train", "epoch": 83, "iter": 2500, "lr": 0.01042, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88562, "top5_acc": 0.98875, "loss_cls": 0.5276, "loss": 0.5276, "time": 0.2251} {"mode": "val", "epoch": 83, "iter": 1031, "lr": 0.01042, "top1_acc": 0.809, "top5_acc": 0.96561} {"mode": "train", "epoch": 84, "iter": 100, "lr": 0.01041, "memory": 6525, "data_time": 0.18811, "top1_acc": 0.93438, "top5_acc": 0.98812, "loss_cls": 0.38958, "loss": 0.38958, "time": 0.41318} {"mode": "train", "epoch": 84, "iter": 200, "lr": 0.01039, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91812, "top5_acc": 0.99062, "loss_cls": 0.42014, "loss": 0.42014, "time": 0.22471} {"mode": "train", "epoch": 84, "iter": 300, "lr": 0.01038, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.905, "top5_acc": 0.99062, "loss_cls": 0.46381, "loss": 0.46381, "time": 0.22496} {"mode": "train", "epoch": 84, "iter": 400, "lr": 0.01037, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9025, "top5_acc": 0.99, "loss_cls": 0.44156, "loss": 0.44156, "time": 0.22453} {"mode": "train", "epoch": 84, "iter": 500, "lr": 0.01036, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91375, "top5_acc": 0.99125, "loss_cls": 0.43969, "loss": 0.43969, "time": 0.22489} {"mode": "train", "epoch": 84, "iter": 600, "lr": 0.01035, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90812, "top5_acc": 0.98875, "loss_cls": 0.4589, "loss": 0.4589, "time": 0.22508} {"mode": "train", "epoch": 84, "iter": 700, "lr": 0.01034, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.915, "top5_acc": 0.99188, "loss_cls": 0.41609, "loss": 0.41609, "time": 0.22439} {"mode": "train", "epoch": 84, "iter": 800, "lr": 0.01033, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.88625, "top5_acc": 0.99188, "loss_cls": 0.5142, "loss": 0.5142, "time": 0.22502} {"mode": "train", "epoch": 84, "iter": 900, "lr": 0.01032, "memory": 6525, "data_time": 0.00049, "top1_acc": 0.90312, "top5_acc": 0.99312, "loss_cls": 0.45155, "loss": 0.45155, "time": 0.22546} {"mode": "train", "epoch": 84, "iter": 1000, "lr": 0.01031, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8975, "top5_acc": 0.99062, "loss_cls": 0.49406, "loss": 0.49406, "time": 0.22512} {"mode": "train", "epoch": 84, "iter": 1100, "lr": 0.0103, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91188, "top5_acc": 0.9925, "loss_cls": 0.43932, "loss": 0.43932, "time": 0.22561} {"mode": "train", "epoch": 84, "iter": 1200, "lr": 0.01029, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.905, "top5_acc": 0.9925, "loss_cls": 0.43817, "loss": 0.43817, "time": 0.22677} {"mode": "train", "epoch": 84, "iter": 1300, "lr": 0.01028, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.905, "top5_acc": 0.98812, "loss_cls": 0.47392, "loss": 0.47392, "time": 0.22532} {"mode": "train", "epoch": 84, "iter": 1400, "lr": 0.01027, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.895, "top5_acc": 0.99438, "loss_cls": 0.46527, "loss": 0.46527, "time": 0.22596} {"mode": "train", "epoch": 84, "iter": 1500, "lr": 0.01026, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88062, "top5_acc": 0.99, "loss_cls": 0.54856, "loss": 0.54856, "time": 0.22597} {"mode": "train", "epoch": 84, "iter": 1600, "lr": 0.01025, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.89188, "top5_acc": 0.98875, "loss_cls": 0.52287, "loss": 0.52287, "time": 0.22476} {"mode": "train", "epoch": 84, "iter": 1700, "lr": 0.01024, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89875, "top5_acc": 0.98938, "loss_cls": 0.48524, "loss": 0.48524, "time": 0.2255} {"mode": "train", "epoch": 84, "iter": 1800, "lr": 0.01023, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.9, "top5_acc": 0.9875, "loss_cls": 0.49468, "loss": 0.49468, "time": 0.22489} {"mode": "train", "epoch": 84, "iter": 1900, "lr": 0.01022, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.91125, "top5_acc": 0.99, "loss_cls": 0.45912, "loss": 0.45912, "time": 0.22555} {"mode": "train", "epoch": 84, "iter": 2000, "lr": 0.01021, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.90188, "top5_acc": 0.99312, "loss_cls": 0.44612, "loss": 0.44612, "time": 0.22518} {"mode": "train", "epoch": 84, "iter": 2100, "lr": 0.0102, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89688, "top5_acc": 0.99125, "loss_cls": 0.4636, "loss": 0.4636, "time": 0.2254} {"mode": "train", "epoch": 84, "iter": 2200, "lr": 0.01019, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.90438, "top5_acc": 0.98625, "loss_cls": 0.50802, "loss": 0.50802, "time": 0.22618} {"mode": "train", "epoch": 84, "iter": 2300, "lr": 0.01018, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88875, "top5_acc": 0.98812, "loss_cls": 0.49914, "loss": 0.49914, "time": 0.22506} {"mode": "train", "epoch": 84, "iter": 2400, "lr": 0.01017, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88062, "top5_acc": 0.98562, "loss_cls": 0.55247, "loss": 0.55247, "time": 0.22474} {"mode": "train", "epoch": 84, "iter": 2500, "lr": 0.01016, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.89062, "top5_acc": 0.98875, "loss_cls": 0.49355, "loss": 0.49355, "time": 0.22487} {"mode": "val", "epoch": 84, "iter": 1031, "lr": 0.01016, "top1_acc": 0.84315, "top5_acc": 0.97155} {"mode": "train", "epoch": 85, "iter": 100, "lr": 0.01015, "memory": 6525, "data_time": 0.1878, "top1_acc": 0.91062, "top5_acc": 0.99062, "loss_cls": 0.45774, "loss": 0.45774, "time": 0.41263} {"mode": "train", "epoch": 85, "iter": 200, "lr": 0.01014, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91875, "top5_acc": 0.99125, "loss_cls": 0.40676, "loss": 0.40676, "time": 0.2245} {"mode": "train", "epoch": 85, "iter": 300, "lr": 0.01013, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9125, "top5_acc": 0.9925, "loss_cls": 0.42408, "loss": 0.42408, "time": 0.22507} {"mode": "train", "epoch": 85, "iter": 400, "lr": 0.01012, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91312, "top5_acc": 0.9925, "loss_cls": 0.42964, "loss": 0.42964, "time": 0.22511} {"mode": "train", "epoch": 85, "iter": 500, "lr": 0.01011, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.90562, "top5_acc": 0.9925, "loss_cls": 0.42904, "loss": 0.42904, "time": 0.22588} {"mode": "train", "epoch": 85, "iter": 600, "lr": 0.0101, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91812, "top5_acc": 0.99, "loss_cls": 0.43823, "loss": 0.43823, "time": 0.22484} {"mode": "train", "epoch": 85, "iter": 700, "lr": 0.01009, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92, "top5_acc": 0.99438, "loss_cls": 0.37889, "loss": 0.37889, "time": 0.22487} {"mode": "train", "epoch": 85, "iter": 800, "lr": 0.01008, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.91125, "top5_acc": 0.99, "loss_cls": 0.46097, "loss": 0.46097, "time": 0.22404} {"mode": "train", "epoch": 85, "iter": 900, "lr": 0.01007, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.90812, "top5_acc": 0.9925, "loss_cls": 0.41567, "loss": 0.41567, "time": 0.22487} {"mode": "train", "epoch": 85, "iter": 1000, "lr": 0.01006, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.90188, "top5_acc": 0.9875, "loss_cls": 0.46461, "loss": 0.46461, "time": 0.22497} {"mode": "train", "epoch": 85, "iter": 1100, "lr": 0.01005, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90875, "top5_acc": 0.99312, "loss_cls": 0.44154, "loss": 0.44154, "time": 0.22477} {"mode": "train", "epoch": 85, "iter": 1200, "lr": 0.01003, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.89688, "top5_acc": 0.9875, "loss_cls": 0.47591, "loss": 0.47591, "time": 0.22412} {"mode": "train", "epoch": 85, "iter": 1300, "lr": 0.01002, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.9025, "top5_acc": 0.98812, "loss_cls": 0.4616, "loss": 0.4616, "time": 0.22508} {"mode": "train", "epoch": 85, "iter": 1400, "lr": 0.01001, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.90125, "top5_acc": 0.98938, "loss_cls": 0.47409, "loss": 0.47409, "time": 0.22568} {"mode": "train", "epoch": 85, "iter": 1500, "lr": 0.01, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.90625, "top5_acc": 0.99125, "loss_cls": 0.45025, "loss": 0.45025, "time": 0.225} {"mode": "train", "epoch": 85, "iter": 1600, "lr": 0.00999, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89438, "top5_acc": 0.99, "loss_cls": 0.50261, "loss": 0.50261, "time": 0.22397} {"mode": "train", "epoch": 85, "iter": 1700, "lr": 0.00998, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89688, "top5_acc": 0.99125, "loss_cls": 0.4953, "loss": 0.4953, "time": 0.22599} {"mode": "train", "epoch": 85, "iter": 1800, "lr": 0.00997, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9, "top5_acc": 0.99188, "loss_cls": 0.49288, "loss": 0.49288, "time": 0.22521} {"mode": "train", "epoch": 85, "iter": 1900, "lr": 0.00996, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89875, "top5_acc": 0.98938, "loss_cls": 0.47107, "loss": 0.47107, "time": 0.22402} {"mode": "train", "epoch": 85, "iter": 2000, "lr": 0.00995, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.905, "top5_acc": 0.99062, "loss_cls": 0.47597, "loss": 0.47597, "time": 0.22539} {"mode": "train", "epoch": 85, "iter": 2100, "lr": 0.00994, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89625, "top5_acc": 0.99188, "loss_cls": 0.4881, "loss": 0.4881, "time": 0.2249} {"mode": "train", "epoch": 85, "iter": 2200, "lr": 0.00993, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8925, "top5_acc": 0.99312, "loss_cls": 0.48658, "loss": 0.48658, "time": 0.22497} {"mode": "train", "epoch": 85, "iter": 2300, "lr": 0.00992, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.895, "top5_acc": 0.995, "loss_cls": 0.48182, "loss": 0.48182, "time": 0.22426} {"mode": "train", "epoch": 85, "iter": 2400, "lr": 0.00991, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89875, "top5_acc": 0.99375, "loss_cls": 0.47302, "loss": 0.47302, "time": 0.22413} {"mode": "train", "epoch": 85, "iter": 2500, "lr": 0.0099, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.88625, "top5_acc": 0.99125, "loss_cls": 0.55017, "loss": 0.55017, "time": 0.22524} {"mode": "val", "epoch": 85, "iter": 1031, "lr": 0.0099, "top1_acc": 0.82786, "top5_acc": 0.96998} {"mode": "train", "epoch": 86, "iter": 100, "lr": 0.00989, "memory": 6525, "data_time": 0.18938, "top1_acc": 0.90625, "top5_acc": 0.9875, "loss_cls": 0.42348, "loss": 0.42348, "time": 0.41371} {"mode": "train", "epoch": 86, "iter": 200, "lr": 0.00988, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9225, "top5_acc": 0.9925, "loss_cls": 0.37637, "loss": 0.37637, "time": 0.22524} {"mode": "train", "epoch": 86, "iter": 300, "lr": 0.00987, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.91562, "top5_acc": 0.99438, "loss_cls": 0.42743, "loss": 0.42743, "time": 0.22629} {"mode": "train", "epoch": 86, "iter": 400, "lr": 0.00986, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92188, "top5_acc": 0.99062, "loss_cls": 0.38474, "loss": 0.38474, "time": 0.22506} {"mode": "train", "epoch": 86, "iter": 500, "lr": 0.00985, "memory": 6525, "data_time": 0.00038, "top1_acc": 0.92188, "top5_acc": 0.99375, "loss_cls": 0.38735, "loss": 0.38735, "time": 0.22519} {"mode": "train", "epoch": 86, "iter": 600, "lr": 0.00984, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.91938, "top5_acc": 0.99062, "loss_cls": 0.41011, "loss": 0.41011, "time": 0.2251} {"mode": "train", "epoch": 86, "iter": 700, "lr": 0.00983, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.91, "top5_acc": 0.99125, "loss_cls": 0.43187, "loss": 0.43187, "time": 0.22482} {"mode": "train", "epoch": 86, "iter": 800, "lr": 0.00982, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89938, "top5_acc": 0.99312, "loss_cls": 0.45918, "loss": 0.45918, "time": 0.22503} {"mode": "train", "epoch": 86, "iter": 900, "lr": 0.00981, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91125, "top5_acc": 0.99062, "loss_cls": 0.43508, "loss": 0.43508, "time": 0.2241} {"mode": "train", "epoch": 86, "iter": 1000, "lr": 0.0098, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90625, "top5_acc": 0.99375, "loss_cls": 0.44583, "loss": 0.44583, "time": 0.22424} {"mode": "train", "epoch": 86, "iter": 1100, "lr": 0.00979, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91625, "top5_acc": 0.99375, "loss_cls": 0.39575, "loss": 0.39575, "time": 0.22547} {"mode": "train", "epoch": 86, "iter": 1200, "lr": 0.00978, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89, "top5_acc": 0.99, "loss_cls": 0.49029, "loss": 0.49029, "time": 0.22474} {"mode": "train", "epoch": 86, "iter": 1300, "lr": 0.00977, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91375, "top5_acc": 0.98625, "loss_cls": 0.45148, "loss": 0.45148, "time": 0.22503} {"mode": "train", "epoch": 86, "iter": 1400, "lr": 0.00976, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89375, "top5_acc": 0.98938, "loss_cls": 0.51239, "loss": 0.51239, "time": 0.2255} {"mode": "train", "epoch": 86, "iter": 1500, "lr": 0.00975, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91, "top5_acc": 0.99188, "loss_cls": 0.44036, "loss": 0.44036, "time": 0.22448} {"mode": "train", "epoch": 86, "iter": 1600, "lr": 0.00974, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8975, "top5_acc": 0.99, "loss_cls": 0.47523, "loss": 0.47523, "time": 0.22427} {"mode": "train", "epoch": 86, "iter": 1700, "lr": 0.00973, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90312, "top5_acc": 0.9825, "loss_cls": 0.48981, "loss": 0.48981, "time": 0.22448} {"mode": "train", "epoch": 86, "iter": 1800, "lr": 0.00972, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90062, "top5_acc": 0.99125, "loss_cls": 0.48292, "loss": 0.48292, "time": 0.2247} {"mode": "train", "epoch": 86, "iter": 1900, "lr": 0.00971, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89938, "top5_acc": 0.98938, "loss_cls": 0.48308, "loss": 0.48308, "time": 0.22526} {"mode": "train", "epoch": 86, "iter": 2000, "lr": 0.0097, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91, "top5_acc": 0.98688, "loss_cls": 0.42423, "loss": 0.42423, "time": 0.22523} {"mode": "train", "epoch": 86, "iter": 2100, "lr": 0.00969, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.8875, "top5_acc": 0.99312, "loss_cls": 0.50749, "loss": 0.50749, "time": 0.22524} {"mode": "train", "epoch": 86, "iter": 2200, "lr": 0.00968, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89625, "top5_acc": 0.9925, "loss_cls": 0.46955, "loss": 0.46955, "time": 0.22365} {"mode": "train", "epoch": 86, "iter": 2300, "lr": 0.00967, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91188, "top5_acc": 0.995, "loss_cls": 0.44523, "loss": 0.44523, "time": 0.22487} {"mode": "train", "epoch": 86, "iter": 2400, "lr": 0.00966, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.9025, "top5_acc": 0.99312, "loss_cls": 0.4651, "loss": 0.4651, "time": 0.22482} {"mode": "train", "epoch": 86, "iter": 2500, "lr": 0.00965, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.90125, "top5_acc": 0.99062, "loss_cls": 0.48068, "loss": 0.48068, "time": 0.22533} {"mode": "val", "epoch": 86, "iter": 1031, "lr": 0.00965, "top1_acc": 0.82738, "top5_acc": 0.97131} {"mode": "train", "epoch": 87, "iter": 100, "lr": 0.00964, "memory": 6525, "data_time": 0.19058, "top1_acc": 0.92188, "top5_acc": 0.9925, "loss_cls": 0.38021, "loss": 0.38021, "time": 0.41615} {"mode": "train", "epoch": 87, "iter": 200, "lr": 0.00963, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.925, "top5_acc": 0.99438, "loss_cls": 0.37978, "loss": 0.37978, "time": 0.22431} {"mode": "train", "epoch": 87, "iter": 300, "lr": 0.00962, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.90125, "top5_acc": 0.99312, "loss_cls": 0.45546, "loss": 0.45546, "time": 0.2252} {"mode": "train", "epoch": 87, "iter": 400, "lr": 0.00961, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91688, "top5_acc": 0.99188, "loss_cls": 0.40287, "loss": 0.40287, "time": 0.22577} {"mode": "train", "epoch": 87, "iter": 500, "lr": 0.00959, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93125, "top5_acc": 0.99688, "loss_cls": 0.34795, "loss": 0.34795, "time": 0.2236} {"mode": "train", "epoch": 87, "iter": 600, "lr": 0.00958, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.90812, "top5_acc": 0.98875, "loss_cls": 0.44531, "loss": 0.44531, "time": 0.22554} {"mode": "train", "epoch": 87, "iter": 700, "lr": 0.00957, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92, "top5_acc": 0.9875, "loss_cls": 0.43214, "loss": 0.43214, "time": 0.22465} {"mode": "train", "epoch": 87, "iter": 800, "lr": 0.00956, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91438, "top5_acc": 0.99312, "loss_cls": 0.40748, "loss": 0.40748, "time": 0.22506} {"mode": "train", "epoch": 87, "iter": 900, "lr": 0.00955, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91, "top5_acc": 0.99062, "loss_cls": 0.44895, "loss": 0.44895, "time": 0.22487} {"mode": "train", "epoch": 87, "iter": 1000, "lr": 0.00954, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9025, "top5_acc": 0.99125, "loss_cls": 0.45522, "loss": 0.45522, "time": 0.22507} {"mode": "train", "epoch": 87, "iter": 1100, "lr": 0.00953, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.885, "top5_acc": 0.98375, "loss_cls": 0.52312, "loss": 0.52312, "time": 0.22549} {"mode": "train", "epoch": 87, "iter": 1200, "lr": 0.00952, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92, "top5_acc": 0.99, "loss_cls": 0.43485, "loss": 0.43485, "time": 0.22695} {"mode": "train", "epoch": 87, "iter": 1300, "lr": 0.00951, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.905, "top5_acc": 0.99125, "loss_cls": 0.42604, "loss": 0.42604, "time": 0.22399} {"mode": "train", "epoch": 87, "iter": 1400, "lr": 0.0095, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89, "top5_acc": 0.9875, "loss_cls": 0.52379, "loss": 0.52379, "time": 0.22473} {"mode": "train", "epoch": 87, "iter": 1500, "lr": 0.00949, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89938, "top5_acc": 0.99312, "loss_cls": 0.46411, "loss": 0.46411, "time": 0.22468} {"mode": "train", "epoch": 87, "iter": 1600, "lr": 0.00948, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.88938, "top5_acc": 0.99188, "loss_cls": 0.49296, "loss": 0.49296, "time": 0.22598} {"mode": "train", "epoch": 87, "iter": 1700, "lr": 0.00947, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9, "top5_acc": 0.99188, "loss_cls": 0.46791, "loss": 0.46791, "time": 0.22504} {"mode": "train", "epoch": 87, "iter": 1800, "lr": 0.00946, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.92, "top5_acc": 0.99438, "loss_cls": 0.41324, "loss": 0.41324, "time": 0.22502} {"mode": "train", "epoch": 87, "iter": 1900, "lr": 0.00945, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90625, "top5_acc": 0.99188, "loss_cls": 0.44374, "loss": 0.44374, "time": 0.22581} {"mode": "train", "epoch": 87, "iter": 2000, "lr": 0.00944, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88562, "top5_acc": 0.98688, "loss_cls": 0.54086, "loss": 0.54086, "time": 0.22462} {"mode": "train", "epoch": 87, "iter": 2100, "lr": 0.00943, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.90688, "top5_acc": 0.9925, "loss_cls": 0.44847, "loss": 0.44847, "time": 0.22438} {"mode": "train", "epoch": 87, "iter": 2200, "lr": 0.00942, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.89688, "top5_acc": 0.98875, "loss_cls": 0.45267, "loss": 0.45267, "time": 0.22483} {"mode": "train", "epoch": 87, "iter": 2300, "lr": 0.00941, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.905, "top5_acc": 0.9925, "loss_cls": 0.44492, "loss": 0.44492, "time": 0.22497} {"mode": "train", "epoch": 87, "iter": 2400, "lr": 0.0094, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89812, "top5_acc": 0.98875, "loss_cls": 0.45868, "loss": 0.45868, "time": 0.22458} {"mode": "train", "epoch": 87, "iter": 2500, "lr": 0.00939, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.91875, "top5_acc": 0.99562, "loss_cls": 0.38383, "loss": 0.38383, "time": 0.22632} {"mode": "val", "epoch": 87, "iter": 1031, "lr": 0.00939, "top1_acc": 0.84388, "top5_acc": 0.9761} {"mode": "train", "epoch": 88, "iter": 100, "lr": 0.00938, "memory": 6525, "data_time": 0.18889, "top1_acc": 0.9325, "top5_acc": 0.99375, "loss_cls": 0.35113, "loss": 0.35113, "time": 0.41467} {"mode": "train", "epoch": 88, "iter": 200, "lr": 0.00937, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92688, "top5_acc": 0.99625, "loss_cls": 0.36593, "loss": 0.36593, "time": 0.22494} {"mode": "train", "epoch": 88, "iter": 300, "lr": 0.00936, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9175, "top5_acc": 0.99, "loss_cls": 0.42382, "loss": 0.42382, "time": 0.22456} {"mode": "train", "epoch": 88, "iter": 400, "lr": 0.00935, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.92062, "top5_acc": 0.995, "loss_cls": 0.38889, "loss": 0.38889, "time": 0.22693} {"mode": "train", "epoch": 88, "iter": 500, "lr": 0.00934, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91938, "top5_acc": 0.98938, "loss_cls": 0.41995, "loss": 0.41995, "time": 0.22517} {"mode": "train", "epoch": 88, "iter": 600, "lr": 0.00933, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90625, "top5_acc": 0.99125, "loss_cls": 0.44688, "loss": 0.44688, "time": 0.22556} {"mode": "train", "epoch": 88, "iter": 700, "lr": 0.00932, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.915, "top5_acc": 0.99188, "loss_cls": 0.40225, "loss": 0.40225, "time": 0.22534} {"mode": "train", "epoch": 88, "iter": 800, "lr": 0.00931, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90688, "top5_acc": 0.99375, "loss_cls": 0.4459, "loss": 0.4459, "time": 0.2245} {"mode": "train", "epoch": 88, "iter": 900, "lr": 0.0093, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91375, "top5_acc": 0.9875, "loss_cls": 0.43353, "loss": 0.43353, "time": 0.22332} {"mode": "train", "epoch": 88, "iter": 1000, "lr": 0.00929, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.92, "top5_acc": 0.98875, "loss_cls": 0.41005, "loss": 0.41005, "time": 0.22442} {"mode": "train", "epoch": 88, "iter": 1100, "lr": 0.00928, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91188, "top5_acc": 0.98938, "loss_cls": 0.43149, "loss": 0.43149, "time": 0.22437} {"mode": "train", "epoch": 88, "iter": 1200, "lr": 0.00927, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.91375, "top5_acc": 0.99312, "loss_cls": 0.42705, "loss": 0.42705, "time": 0.22459} {"mode": "train", "epoch": 88, "iter": 1300, "lr": 0.00926, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.905, "top5_acc": 0.99125, "loss_cls": 0.45964, "loss": 0.45964, "time": 0.22598} {"mode": "train", "epoch": 88, "iter": 1400, "lr": 0.00925, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.89938, "top5_acc": 0.9925, "loss_cls": 0.46053, "loss": 0.46053, "time": 0.22596} {"mode": "train", "epoch": 88, "iter": 1500, "lr": 0.00924, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.90562, "top5_acc": 0.99188, "loss_cls": 0.44208, "loss": 0.44208, "time": 0.22461} {"mode": "train", "epoch": 88, "iter": 1600, "lr": 0.00923, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.90938, "top5_acc": 0.99125, "loss_cls": 0.44739, "loss": 0.44739, "time": 0.22473} {"mode": "train", "epoch": 88, "iter": 1700, "lr": 0.00922, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89938, "top5_acc": 0.9925, "loss_cls": 0.45885, "loss": 0.45885, "time": 0.2261} {"mode": "train", "epoch": 88, "iter": 1800, "lr": 0.00921, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8975, "top5_acc": 0.99312, "loss_cls": 0.45751, "loss": 0.45751, "time": 0.22476} {"mode": "train", "epoch": 88, "iter": 1900, "lr": 0.0092, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.905, "top5_acc": 0.98688, "loss_cls": 0.46608, "loss": 0.46608, "time": 0.22506} {"mode": "train", "epoch": 88, "iter": 2000, "lr": 0.00919, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89688, "top5_acc": 0.98938, "loss_cls": 0.47092, "loss": 0.47092, "time": 0.22385} {"mode": "train", "epoch": 88, "iter": 2100, "lr": 0.00918, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.92438, "top5_acc": 0.995, "loss_cls": 0.3856, "loss": 0.3856, "time": 0.22499} {"mode": "train", "epoch": 88, "iter": 2200, "lr": 0.00917, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.90875, "top5_acc": 0.99062, "loss_cls": 0.43901, "loss": 0.43901, "time": 0.22463} {"mode": "train", "epoch": 88, "iter": 2300, "lr": 0.00916, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91188, "top5_acc": 0.99125, "loss_cls": 0.44672, "loss": 0.44672, "time": 0.22571} {"mode": "train", "epoch": 88, "iter": 2400, "lr": 0.00915, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89562, "top5_acc": 0.99312, "loss_cls": 0.49218, "loss": 0.49218, "time": 0.22517} {"mode": "train", "epoch": 88, "iter": 2500, "lr": 0.00914, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.9025, "top5_acc": 0.99438, "loss_cls": 0.46919, "loss": 0.46919, "time": 0.22477} {"mode": "val", "epoch": 88, "iter": 1031, "lr": 0.00914, "top1_acc": 0.83751, "top5_acc": 0.97137} {"mode": "train", "epoch": 89, "iter": 100, "lr": 0.00913, "memory": 6525, "data_time": 0.19008, "top1_acc": 0.91312, "top5_acc": 0.99562, "loss_cls": 0.43051, "loss": 0.43051, "time": 0.41457} {"mode": "train", "epoch": 89, "iter": 200, "lr": 0.00912, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91875, "top5_acc": 0.99375, "loss_cls": 0.38556, "loss": 0.38556, "time": 0.22486} {"mode": "train", "epoch": 89, "iter": 300, "lr": 0.00911, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91062, "top5_acc": 0.99125, "loss_cls": 0.42839, "loss": 0.42839, "time": 0.22531} {"mode": "train", "epoch": 89, "iter": 400, "lr": 0.0091, "memory": 6525, "data_time": 0.00043, "top1_acc": 0.90938, "top5_acc": 0.99, "loss_cls": 0.41954, "loss": 0.41954, "time": 0.22608} {"mode": "train", "epoch": 89, "iter": 500, "lr": 0.00909, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91625, "top5_acc": 0.99375, "loss_cls": 0.37791, "loss": 0.37791, "time": 0.2253} {"mode": "train", "epoch": 89, "iter": 600, "lr": 0.00908, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.92688, "top5_acc": 0.99312, "loss_cls": 0.38715, "loss": 0.38715, "time": 0.22592} {"mode": "train", "epoch": 89, "iter": 700, "lr": 0.00907, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91188, "top5_acc": 0.99438, "loss_cls": 0.43018, "loss": 0.43018, "time": 0.22522} {"mode": "train", "epoch": 89, "iter": 800, "lr": 0.00906, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91875, "top5_acc": 0.98875, "loss_cls": 0.41755, "loss": 0.41755, "time": 0.22456} {"mode": "train", "epoch": 89, "iter": 900, "lr": 0.00905, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9075, "top5_acc": 0.99188, "loss_cls": 0.46155, "loss": 0.46155, "time": 0.22538} {"mode": "train", "epoch": 89, "iter": 1000, "lr": 0.00904, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.92438, "top5_acc": 0.995, "loss_cls": 0.37334, "loss": 0.37334, "time": 0.2251} {"mode": "train", "epoch": 89, "iter": 1100, "lr": 0.00903, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.915, "top5_acc": 0.9925, "loss_cls": 0.41311, "loss": 0.41311, "time": 0.2254} {"mode": "train", "epoch": 89, "iter": 1200, "lr": 0.00902, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.92438, "top5_acc": 0.99312, "loss_cls": 0.38893, "loss": 0.38893, "time": 0.2257} {"mode": "train", "epoch": 89, "iter": 1300, "lr": 0.00901, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.92125, "top5_acc": 0.9925, "loss_cls": 0.38017, "loss": 0.38017, "time": 0.22465} {"mode": "train", "epoch": 89, "iter": 1400, "lr": 0.009, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.925, "top5_acc": 0.99375, "loss_cls": 0.3901, "loss": 0.3901, "time": 0.22507} {"mode": "train", "epoch": 89, "iter": 1500, "lr": 0.00899, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92562, "top5_acc": 0.9925, "loss_cls": 0.38445, "loss": 0.38445, "time": 0.22549} {"mode": "train", "epoch": 89, "iter": 1600, "lr": 0.00898, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.915, "top5_acc": 0.99125, "loss_cls": 0.41977, "loss": 0.41977, "time": 0.22481} {"mode": "train", "epoch": 89, "iter": 1700, "lr": 0.00897, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.90562, "top5_acc": 0.9925, "loss_cls": 0.45245, "loss": 0.45245, "time": 0.22558} {"mode": "train", "epoch": 89, "iter": 1800, "lr": 0.00896, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90875, "top5_acc": 0.9925, "loss_cls": 0.43554, "loss": 0.43554, "time": 0.22546} {"mode": "train", "epoch": 89, "iter": 1900, "lr": 0.00895, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.89938, "top5_acc": 0.98938, "loss_cls": 0.48494, "loss": 0.48494, "time": 0.22668} {"mode": "train", "epoch": 89, "iter": 2000, "lr": 0.00894, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.9, "top5_acc": 0.99312, "loss_cls": 0.46082, "loss": 0.46082, "time": 0.22497} {"mode": "train", "epoch": 89, "iter": 2100, "lr": 0.00893, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91, "top5_acc": 0.99375, "loss_cls": 0.42518, "loss": 0.42518, "time": 0.22388} {"mode": "train", "epoch": 89, "iter": 2200, "lr": 0.00892, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.89938, "top5_acc": 0.98875, "loss_cls": 0.45987, "loss": 0.45987, "time": 0.22469} {"mode": "train", "epoch": 89, "iter": 2300, "lr": 0.00891, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90875, "top5_acc": 0.99312, "loss_cls": 0.40878, "loss": 0.40878, "time": 0.22525} {"mode": "train", "epoch": 89, "iter": 2400, "lr": 0.0089, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91375, "top5_acc": 0.99062, "loss_cls": 0.42693, "loss": 0.42693, "time": 0.22439} {"mode": "train", "epoch": 89, "iter": 2500, "lr": 0.00889, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9025, "top5_acc": 0.98562, "loss_cls": 0.47715, "loss": 0.47715, "time": 0.22538} {"mode": "val", "epoch": 89, "iter": 1031, "lr": 0.00889, "top1_acc": 0.83223, "top5_acc": 0.97531} {"mode": "train", "epoch": 90, "iter": 100, "lr": 0.00888, "memory": 6525, "data_time": 0.18805, "top1_acc": 0.91938, "top5_acc": 0.98812, "loss_cls": 0.40392, "loss": 0.40392, "time": 0.41395} {"mode": "train", "epoch": 90, "iter": 200, "lr": 0.00887, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92688, "top5_acc": 0.995, "loss_cls": 0.37819, "loss": 0.37819, "time": 0.22588} {"mode": "train", "epoch": 90, "iter": 300, "lr": 0.00886, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92562, "top5_acc": 0.99375, "loss_cls": 0.39113, "loss": 0.39113, "time": 0.22581} {"mode": "train", "epoch": 90, "iter": 400, "lr": 0.00885, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9125, "top5_acc": 0.99438, "loss_cls": 0.39735, "loss": 0.39735, "time": 0.22652} {"mode": "train", "epoch": 90, "iter": 500, "lr": 0.00884, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92625, "top5_acc": 0.99188, "loss_cls": 0.39572, "loss": 0.39572, "time": 0.22635} {"mode": "train", "epoch": 90, "iter": 600, "lr": 0.00883, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92188, "top5_acc": 0.99688, "loss_cls": 0.37126, "loss": 0.37126, "time": 0.22507} {"mode": "train", "epoch": 90, "iter": 700, "lr": 0.00882, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94, "top5_acc": 0.99688, "loss_cls": 0.31009, "loss": 0.31009, "time": 0.22582} {"mode": "train", "epoch": 90, "iter": 800, "lr": 0.00881, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91875, "top5_acc": 0.99125, "loss_cls": 0.397, "loss": 0.397, "time": 0.22511} {"mode": "train", "epoch": 90, "iter": 900, "lr": 0.0088, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.89562, "top5_acc": 0.99125, "loss_cls": 0.46671, "loss": 0.46671, "time": 0.22515} {"mode": "train", "epoch": 90, "iter": 1000, "lr": 0.00879, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.92312, "top5_acc": 0.99312, "loss_cls": 0.40339, "loss": 0.40339, "time": 0.2251} {"mode": "train", "epoch": 90, "iter": 1100, "lr": 0.00878, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91688, "top5_acc": 0.99188, "loss_cls": 0.41714, "loss": 0.41714, "time": 0.22599} {"mode": "train", "epoch": 90, "iter": 1200, "lr": 0.00877, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91938, "top5_acc": 0.99188, "loss_cls": 0.41067, "loss": 0.41067, "time": 0.2268} {"mode": "train", "epoch": 90, "iter": 1300, "lr": 0.00876, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92, "top5_acc": 0.99062, "loss_cls": 0.41712, "loss": 0.41712, "time": 0.22573} {"mode": "train", "epoch": 90, "iter": 1400, "lr": 0.00875, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.90625, "top5_acc": 0.9925, "loss_cls": 0.42214, "loss": 0.42214, "time": 0.22445} {"mode": "train", "epoch": 90, "iter": 1500, "lr": 0.00874, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89875, "top5_acc": 0.98875, "loss_cls": 0.45345, "loss": 0.45345, "time": 0.22532} {"mode": "train", "epoch": 90, "iter": 1600, "lr": 0.00873, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91438, "top5_acc": 0.995, "loss_cls": 0.42531, "loss": 0.42531, "time": 0.22541} {"mode": "train", "epoch": 90, "iter": 1700, "lr": 0.00872, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91812, "top5_acc": 0.99688, "loss_cls": 0.3847, "loss": 0.3847, "time": 0.22504} {"mode": "train", "epoch": 90, "iter": 1800, "lr": 0.00871, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.9, "top5_acc": 0.99312, "loss_cls": 0.45555, "loss": 0.45555, "time": 0.22438} {"mode": "train", "epoch": 90, "iter": 1900, "lr": 0.0087, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92438, "top5_acc": 0.98938, "loss_cls": 0.38331, "loss": 0.38331, "time": 0.22489} {"mode": "train", "epoch": 90, "iter": 2000, "lr": 0.00869, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.895, "top5_acc": 0.99062, "loss_cls": 0.46344, "loss": 0.46344, "time": 0.22432} {"mode": "train", "epoch": 90, "iter": 2100, "lr": 0.00868, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89438, "top5_acc": 0.99188, "loss_cls": 0.47209, "loss": 0.47209, "time": 0.22498} {"mode": "train", "epoch": 90, "iter": 2200, "lr": 0.00867, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91875, "top5_acc": 0.99, "loss_cls": 0.3991, "loss": 0.3991, "time": 0.22443} {"mode": "train", "epoch": 90, "iter": 2300, "lr": 0.00866, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.91, "top5_acc": 0.9925, "loss_cls": 0.42421, "loss": 0.42421, "time": 0.22586} {"mode": "train", "epoch": 90, "iter": 2400, "lr": 0.00865, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.91, "top5_acc": 0.99, "loss_cls": 0.44967, "loss": 0.44967, "time": 0.22524} {"mode": "train", "epoch": 90, "iter": 2500, "lr": 0.00864, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.92, "top5_acc": 0.99312, "loss_cls": 0.38817, "loss": 0.38817, "time": 0.22502} {"mode": "val", "epoch": 90, "iter": 1031, "lr": 0.00864, "top1_acc": 0.84339, "top5_acc": 0.97295} {"mode": "train", "epoch": 91, "iter": 100, "lr": 0.00863, "memory": 6525, "data_time": 0.19054, "top1_acc": 0.93812, "top5_acc": 0.9925, "loss_cls": 0.30853, "loss": 0.30853, "time": 0.41556} {"mode": "train", "epoch": 91, "iter": 200, "lr": 0.00862, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93438, "top5_acc": 0.99438, "loss_cls": 0.33946, "loss": 0.33946, "time": 0.22451} {"mode": "train", "epoch": 91, "iter": 300, "lr": 0.00861, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.92688, "top5_acc": 0.99062, "loss_cls": 0.3838, "loss": 0.3838, "time": 0.22526} {"mode": "train", "epoch": 91, "iter": 400, "lr": 0.0086, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93125, "top5_acc": 0.99688, "loss_cls": 0.3502, "loss": 0.3502, "time": 0.22487} {"mode": "train", "epoch": 91, "iter": 500, "lr": 0.00859, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92875, "top5_acc": 0.99188, "loss_cls": 0.36438, "loss": 0.36438, "time": 0.2244} {"mode": "train", "epoch": 91, "iter": 600, "lr": 0.00858, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9075, "top5_acc": 0.99375, "loss_cls": 0.42444, "loss": 0.42444, "time": 0.22556} {"mode": "train", "epoch": 91, "iter": 700, "lr": 0.00857, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92562, "top5_acc": 0.99062, "loss_cls": 0.38739, "loss": 0.38739, "time": 0.22525} {"mode": "train", "epoch": 91, "iter": 800, "lr": 0.00856, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.905, "top5_acc": 0.99, "loss_cls": 0.43415, "loss": 0.43415, "time": 0.22528} {"mode": "train", "epoch": 91, "iter": 900, "lr": 0.00855, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91188, "top5_acc": 0.99, "loss_cls": 0.42168, "loss": 0.42168, "time": 0.226} {"mode": "train", "epoch": 91, "iter": 1000, "lr": 0.00854, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.92875, "top5_acc": 0.99438, "loss_cls": 0.36867, "loss": 0.36867, "time": 0.22569} {"mode": "train", "epoch": 91, "iter": 1100, "lr": 0.00853, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92438, "top5_acc": 0.9925, "loss_cls": 0.36634, "loss": 0.36634, "time": 0.226} {"mode": "train", "epoch": 91, "iter": 1200, "lr": 0.00852, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91938, "top5_acc": 0.99188, "loss_cls": 0.39462, "loss": 0.39462, "time": 0.2241} {"mode": "train", "epoch": 91, "iter": 1300, "lr": 0.00851, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91812, "top5_acc": 0.99375, "loss_cls": 0.4008, "loss": 0.4008, "time": 0.22534} {"mode": "train", "epoch": 91, "iter": 1400, "lr": 0.0085, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.905, "top5_acc": 0.99125, "loss_cls": 0.42558, "loss": 0.42558, "time": 0.22517} {"mode": "train", "epoch": 91, "iter": 1500, "lr": 0.00849, "memory": 6525, "data_time": 0.00042, "top1_acc": 0.90312, "top5_acc": 0.99375, "loss_cls": 0.44656, "loss": 0.44656, "time": 0.22568} {"mode": "train", "epoch": 91, "iter": 1600, "lr": 0.00848, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91188, "top5_acc": 0.995, "loss_cls": 0.43453, "loss": 0.43453, "time": 0.22455} {"mode": "train", "epoch": 91, "iter": 1700, "lr": 0.00847, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.90688, "top5_acc": 0.98938, "loss_cls": 0.44403, "loss": 0.44403, "time": 0.22513} {"mode": "train", "epoch": 91, "iter": 1800, "lr": 0.00846, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91312, "top5_acc": 0.99188, "loss_cls": 0.42981, "loss": 0.42981, "time": 0.2255} {"mode": "train", "epoch": 91, "iter": 1900, "lr": 0.00845, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.90125, "top5_acc": 0.99438, "loss_cls": 0.42305, "loss": 0.42305, "time": 0.22478} {"mode": "train", "epoch": 91, "iter": 2000, "lr": 0.00844, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.915, "top5_acc": 0.99188, "loss_cls": 0.41747, "loss": 0.41747, "time": 0.22449} {"mode": "train", "epoch": 91, "iter": 2100, "lr": 0.00843, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91625, "top5_acc": 0.99312, "loss_cls": 0.41064, "loss": 0.41064, "time": 0.22547} {"mode": "train", "epoch": 91, "iter": 2200, "lr": 0.00842, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.91938, "top5_acc": 0.99562, "loss_cls": 0.38383, "loss": 0.38383, "time": 0.22485} {"mode": "train", "epoch": 91, "iter": 2300, "lr": 0.00841, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9125, "top5_acc": 0.9925, "loss_cls": 0.42476, "loss": 0.42476, "time": 0.22546} {"mode": "train", "epoch": 91, "iter": 2400, "lr": 0.0084, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.905, "top5_acc": 0.99062, "loss_cls": 0.45642, "loss": 0.45642, "time": 0.22607} {"mode": "train", "epoch": 91, "iter": 2500, "lr": 0.00839, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.91625, "top5_acc": 0.99438, "loss_cls": 0.39482, "loss": 0.39482, "time": 0.22581} {"mode": "val", "epoch": 91, "iter": 1031, "lr": 0.00839, "top1_acc": 0.82805, "top5_acc": 0.97258} {"mode": "train", "epoch": 92, "iter": 100, "lr": 0.00838, "memory": 6525, "data_time": 0.19104, "top1_acc": 0.92125, "top5_acc": 0.995, "loss_cls": 0.37122, "loss": 0.37122, "time": 0.41596} {"mode": "train", "epoch": 92, "iter": 200, "lr": 0.00837, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.9325, "top5_acc": 0.99625, "loss_cls": 0.35016, "loss": 0.35016, "time": 0.22552} {"mode": "train", "epoch": 92, "iter": 300, "lr": 0.00836, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9375, "top5_acc": 0.99562, "loss_cls": 0.33234, "loss": 0.33234, "time": 0.22527} {"mode": "train", "epoch": 92, "iter": 400, "lr": 0.00835, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93, "top5_acc": 0.995, "loss_cls": 0.35332, "loss": 0.35332, "time": 0.22399} {"mode": "train", "epoch": 92, "iter": 500, "lr": 0.00834, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92688, "top5_acc": 0.99438, "loss_cls": 0.34988, "loss": 0.34988, "time": 0.22617} {"mode": "train", "epoch": 92, "iter": 600, "lr": 0.00833, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.925, "top5_acc": 0.99125, "loss_cls": 0.37537, "loss": 0.37537, "time": 0.22417} {"mode": "train", "epoch": 92, "iter": 700, "lr": 0.00832, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.92125, "top5_acc": 0.99625, "loss_cls": 0.34764, "loss": 0.34764, "time": 0.22503} {"mode": "train", "epoch": 92, "iter": 800, "lr": 0.00831, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.92062, "top5_acc": 0.995, "loss_cls": 0.38507, "loss": 0.38507, "time": 0.2245} {"mode": "train", "epoch": 92, "iter": 900, "lr": 0.0083, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.92, "top5_acc": 0.99125, "loss_cls": 0.40584, "loss": 0.40584, "time": 0.22388} {"mode": "train", "epoch": 92, "iter": 1000, "lr": 0.00829, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.92062, "top5_acc": 0.99438, "loss_cls": 0.40162, "loss": 0.40162, "time": 0.22455} {"mode": "train", "epoch": 92, "iter": 1100, "lr": 0.00828, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91188, "top5_acc": 0.985, "loss_cls": 0.44612, "loss": 0.44612, "time": 0.22571} {"mode": "train", "epoch": 92, "iter": 1200, "lr": 0.00827, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9175, "top5_acc": 0.995, "loss_cls": 0.40219, "loss": 0.40219, "time": 0.22417} {"mode": "train", "epoch": 92, "iter": 1300, "lr": 0.00826, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.92375, "top5_acc": 0.99438, "loss_cls": 0.37398, "loss": 0.37398, "time": 0.22494} {"mode": "train", "epoch": 92, "iter": 1400, "lr": 0.00825, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.90812, "top5_acc": 0.99, "loss_cls": 0.43841, "loss": 0.43841, "time": 0.2238} {"mode": "train", "epoch": 92, "iter": 1500, "lr": 0.00824, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9325, "top5_acc": 0.99125, "loss_cls": 0.35839, "loss": 0.35839, "time": 0.22454} {"mode": "train", "epoch": 92, "iter": 1600, "lr": 0.00823, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92812, "top5_acc": 0.99188, "loss_cls": 0.36174, "loss": 0.36174, "time": 0.22516} {"mode": "train", "epoch": 92, "iter": 1700, "lr": 0.00822, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91188, "top5_acc": 0.99125, "loss_cls": 0.43204, "loss": 0.43204, "time": 0.22495} {"mode": "train", "epoch": 92, "iter": 1800, "lr": 0.00821, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90688, "top5_acc": 0.98938, "loss_cls": 0.43038, "loss": 0.43038, "time": 0.22466} {"mode": "train", "epoch": 92, "iter": 1900, "lr": 0.0082, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.90188, "top5_acc": 0.9925, "loss_cls": 0.44923, "loss": 0.44923, "time": 0.22463} {"mode": "train", "epoch": 92, "iter": 2000, "lr": 0.00819, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.905, "top5_acc": 0.99312, "loss_cls": 0.42719, "loss": 0.42719, "time": 0.22367} {"mode": "train", "epoch": 92, "iter": 2100, "lr": 0.00818, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91375, "top5_acc": 0.99438, "loss_cls": 0.40424, "loss": 0.40424, "time": 0.22458} {"mode": "train", "epoch": 92, "iter": 2200, "lr": 0.00817, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91125, "top5_acc": 0.99188, "loss_cls": 0.41591, "loss": 0.41591, "time": 0.22544} {"mode": "train", "epoch": 92, "iter": 2300, "lr": 0.00816, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91938, "top5_acc": 0.99, "loss_cls": 0.39481, "loss": 0.39481, "time": 0.22628} {"mode": "train", "epoch": 92, "iter": 2400, "lr": 0.00815, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91438, "top5_acc": 0.98938, "loss_cls": 0.42258, "loss": 0.42258, "time": 0.2258} {"mode": "train", "epoch": 92, "iter": 2500, "lr": 0.00814, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91875, "top5_acc": 0.99312, "loss_cls": 0.42546, "loss": 0.42546, "time": 0.2254} {"mode": "val", "epoch": 92, "iter": 1031, "lr": 0.00814, "top1_acc": 0.84084, "top5_acc": 0.97355} {"mode": "train", "epoch": 93, "iter": 100, "lr": 0.00813, "memory": 6525, "data_time": 0.19274, "top1_acc": 0.92938, "top5_acc": 0.995, "loss_cls": 0.3376, "loss": 0.3376, "time": 0.41684} {"mode": "train", "epoch": 93, "iter": 200, "lr": 0.00812, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91562, "top5_acc": 0.99188, "loss_cls": 0.39842, "loss": 0.39842, "time": 0.22448} {"mode": "train", "epoch": 93, "iter": 300, "lr": 0.00811, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92188, "top5_acc": 0.99438, "loss_cls": 0.36291, "loss": 0.36291, "time": 0.22532} {"mode": "train", "epoch": 93, "iter": 400, "lr": 0.0081, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92812, "top5_acc": 0.99312, "loss_cls": 0.33905, "loss": 0.33905, "time": 0.22526} {"mode": "train", "epoch": 93, "iter": 500, "lr": 0.00809, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.91812, "top5_acc": 0.99562, "loss_cls": 0.37812, "loss": 0.37812, "time": 0.2254} {"mode": "train", "epoch": 93, "iter": 600, "lr": 0.00808, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92625, "top5_acc": 0.99312, "loss_cls": 0.36343, "loss": 0.36343, "time": 0.22505} {"mode": "train", "epoch": 93, "iter": 700, "lr": 0.00807, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.92812, "top5_acc": 0.995, "loss_cls": 0.3514, "loss": 0.3514, "time": 0.22482} {"mode": "train", "epoch": 93, "iter": 800, "lr": 0.00806, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91875, "top5_acc": 0.99562, "loss_cls": 0.38735, "loss": 0.38735, "time": 0.22506} {"mode": "train", "epoch": 93, "iter": 900, "lr": 0.00805, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.915, "top5_acc": 0.99312, "loss_cls": 0.39648, "loss": 0.39648, "time": 0.22446} {"mode": "train", "epoch": 93, "iter": 1000, "lr": 0.00805, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90125, "top5_acc": 0.995, "loss_cls": 0.43937, "loss": 0.43937, "time": 0.2251} {"mode": "train", "epoch": 93, "iter": 1100, "lr": 0.00804, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91312, "top5_acc": 0.995, "loss_cls": 0.41247, "loss": 0.41247, "time": 0.2243} {"mode": "train", "epoch": 93, "iter": 1200, "lr": 0.00803, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92312, "top5_acc": 0.99188, "loss_cls": 0.40498, "loss": 0.40498, "time": 0.22532} {"mode": "train", "epoch": 93, "iter": 1300, "lr": 0.00802, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92, "top5_acc": 0.99438, "loss_cls": 0.40594, "loss": 0.40594, "time": 0.22436} {"mode": "train", "epoch": 93, "iter": 1400, "lr": 0.00801, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9225, "top5_acc": 0.99312, "loss_cls": 0.3826, "loss": 0.3826, "time": 0.22505} {"mode": "train", "epoch": 93, "iter": 1500, "lr": 0.008, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93375, "top5_acc": 0.99375, "loss_cls": 0.35164, "loss": 0.35164, "time": 0.22591} {"mode": "train", "epoch": 93, "iter": 1600, "lr": 0.00799, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.92, "top5_acc": 0.99812, "loss_cls": 0.37164, "loss": 0.37164, "time": 0.22521} {"mode": "train", "epoch": 93, "iter": 1700, "lr": 0.00798, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92562, "top5_acc": 0.99188, "loss_cls": 0.3641, "loss": 0.3641, "time": 0.22512} {"mode": "train", "epoch": 93, "iter": 1800, "lr": 0.00797, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.915, "top5_acc": 0.99062, "loss_cls": 0.39289, "loss": 0.39289, "time": 0.22494} {"mode": "train", "epoch": 93, "iter": 1900, "lr": 0.00796, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.92438, "top5_acc": 0.99188, "loss_cls": 0.37598, "loss": 0.37598, "time": 0.2266} {"mode": "train", "epoch": 93, "iter": 2000, "lr": 0.00795, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91312, "top5_acc": 0.98938, "loss_cls": 0.44046, "loss": 0.44046, "time": 0.22572} {"mode": "train", "epoch": 93, "iter": 2100, "lr": 0.00794, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92312, "top5_acc": 0.99188, "loss_cls": 0.38901, "loss": 0.38901, "time": 0.22483} {"mode": "train", "epoch": 93, "iter": 2200, "lr": 0.00793, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91062, "top5_acc": 0.99438, "loss_cls": 0.4306, "loss": 0.4306, "time": 0.2244} {"mode": "train", "epoch": 93, "iter": 2300, "lr": 0.00792, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92188, "top5_acc": 0.99438, "loss_cls": 0.37684, "loss": 0.37684, "time": 0.22601} {"mode": "train", "epoch": 93, "iter": 2400, "lr": 0.00791, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92, "top5_acc": 0.99188, "loss_cls": 0.4101, "loss": 0.4101, "time": 0.22497} {"mode": "train", "epoch": 93, "iter": 2500, "lr": 0.0079, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.9075, "top5_acc": 0.98875, "loss_cls": 0.43488, "loss": 0.43488, "time": 0.22575} {"mode": "val", "epoch": 93, "iter": 1031, "lr": 0.0079, "top1_acc": 0.84843, "top5_acc": 0.97325} {"mode": "train", "epoch": 94, "iter": 100, "lr": 0.00789, "memory": 6525, "data_time": 0.19671, "top1_acc": 0.93125, "top5_acc": 0.99312, "loss_cls": 0.3286, "loss": 0.3286, "time": 0.42216} {"mode": "train", "epoch": 94, "iter": 200, "lr": 0.00788, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93812, "top5_acc": 0.99438, "loss_cls": 0.3127, "loss": 0.3127, "time": 0.22495} {"mode": "train", "epoch": 94, "iter": 300, "lr": 0.00787, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93, "top5_acc": 0.99625, "loss_cls": 0.36092, "loss": 0.36092, "time": 0.22485} {"mode": "train", "epoch": 94, "iter": 400, "lr": 0.00786, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91312, "top5_acc": 0.995, "loss_cls": 0.38403, "loss": 0.38403, "time": 0.22589} {"mode": "train", "epoch": 94, "iter": 500, "lr": 0.00785, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92, "top5_acc": 0.99438, "loss_cls": 0.38489, "loss": 0.38489, "time": 0.22569} {"mode": "train", "epoch": 94, "iter": 600, "lr": 0.00784, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.90625, "top5_acc": 0.99438, "loss_cls": 0.40508, "loss": 0.40508, "time": 0.2249} {"mode": "train", "epoch": 94, "iter": 700, "lr": 0.00783, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93625, "top5_acc": 0.995, "loss_cls": 0.31275, "loss": 0.31275, "time": 0.22597} {"mode": "train", "epoch": 94, "iter": 800, "lr": 0.00782, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.9325, "top5_acc": 0.99375, "loss_cls": 0.34133, "loss": 0.34133, "time": 0.22445} {"mode": "train", "epoch": 94, "iter": 900, "lr": 0.00781, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92188, "top5_acc": 0.99375, "loss_cls": 0.39642, "loss": 0.39642, "time": 0.22468} {"mode": "train", "epoch": 94, "iter": 1000, "lr": 0.0078, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.925, "top5_acc": 0.9925, "loss_cls": 0.36157, "loss": 0.36157, "time": 0.22459} {"mode": "train", "epoch": 94, "iter": 1100, "lr": 0.00779, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91812, "top5_acc": 0.99312, "loss_cls": 0.40246, "loss": 0.40246, "time": 0.2246} {"mode": "train", "epoch": 94, "iter": 1200, "lr": 0.00778, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92, "top5_acc": 0.99438, "loss_cls": 0.36699, "loss": 0.36699, "time": 0.22483} {"mode": "train", "epoch": 94, "iter": 1300, "lr": 0.00777, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93, "top5_acc": 0.99438, "loss_cls": 0.39355, "loss": 0.39355, "time": 0.225} {"mode": "train", "epoch": 94, "iter": 1400, "lr": 0.00776, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.91562, "top5_acc": 0.9925, "loss_cls": 0.40549, "loss": 0.40549, "time": 0.22534} {"mode": "train", "epoch": 94, "iter": 1500, "lr": 0.00775, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92188, "top5_acc": 0.99062, "loss_cls": 0.3967, "loss": 0.3967, "time": 0.22482} {"mode": "train", "epoch": 94, "iter": 1600, "lr": 0.00774, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.92188, "top5_acc": 0.99438, "loss_cls": 0.38365, "loss": 0.38365, "time": 0.22481} {"mode": "train", "epoch": 94, "iter": 1700, "lr": 0.00773, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91562, "top5_acc": 0.995, "loss_cls": 0.38056, "loss": 0.38056, "time": 0.22555} {"mode": "train", "epoch": 94, "iter": 1800, "lr": 0.00772, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.90875, "top5_acc": 0.99312, "loss_cls": 0.4312, "loss": 0.4312, "time": 0.22482} {"mode": "train", "epoch": 94, "iter": 1900, "lr": 0.00771, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91812, "top5_acc": 0.99375, "loss_cls": 0.40343, "loss": 0.40343, "time": 0.22577} {"mode": "train", "epoch": 94, "iter": 2000, "lr": 0.0077, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91125, "top5_acc": 0.99188, "loss_cls": 0.39899, "loss": 0.39899, "time": 0.22446} {"mode": "train", "epoch": 94, "iter": 2100, "lr": 0.0077, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91375, "top5_acc": 0.9925, "loss_cls": 0.40795, "loss": 0.40795, "time": 0.22521} {"mode": "train", "epoch": 94, "iter": 2200, "lr": 0.00769, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.90875, "top5_acc": 0.98938, "loss_cls": 0.42382, "loss": 0.42382, "time": 0.22527} {"mode": "train", "epoch": 94, "iter": 2300, "lr": 0.00768, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.91562, "top5_acc": 0.99312, "loss_cls": 0.42219, "loss": 0.42219, "time": 0.22392} {"mode": "train", "epoch": 94, "iter": 2400, "lr": 0.00767, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92125, "top5_acc": 0.99125, "loss_cls": 0.37276, "loss": 0.37276, "time": 0.22457} {"mode": "train", "epoch": 94, "iter": 2500, "lr": 0.00766, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9325, "top5_acc": 0.99188, "loss_cls": 0.34191, "loss": 0.34191, "time": 0.22541} {"mode": "val", "epoch": 94, "iter": 1031, "lr": 0.00766, "top1_acc": 0.82732, "top5_acc": 0.97046} {"mode": "train", "epoch": 95, "iter": 100, "lr": 0.00765, "memory": 6525, "data_time": 0.19769, "top1_acc": 0.93938, "top5_acc": 0.99562, "loss_cls": 0.30673, "loss": 0.30673, "time": 0.42228} {"mode": "train", "epoch": 95, "iter": 200, "lr": 0.00764, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93188, "top5_acc": 0.99375, "loss_cls": 0.34194, "loss": 0.34194, "time": 0.22491} {"mode": "train", "epoch": 95, "iter": 300, "lr": 0.00763, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.94125, "top5_acc": 0.99688, "loss_cls": 0.30406, "loss": 0.30406, "time": 0.22462} {"mode": "train", "epoch": 95, "iter": 400, "lr": 0.00762, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9425, "top5_acc": 0.995, "loss_cls": 0.3046, "loss": 0.3046, "time": 0.22492} {"mode": "train", "epoch": 95, "iter": 500, "lr": 0.00761, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9325, "top5_acc": 0.99562, "loss_cls": 0.33328, "loss": 0.33328, "time": 0.22501} {"mode": "train", "epoch": 95, "iter": 600, "lr": 0.0076, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93062, "top5_acc": 0.99438, "loss_cls": 0.34496, "loss": 0.34496, "time": 0.2247} {"mode": "train", "epoch": 95, "iter": 700, "lr": 0.00759, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.915, "top5_acc": 0.99438, "loss_cls": 0.37282, "loss": 0.37282, "time": 0.22599} {"mode": "train", "epoch": 95, "iter": 800, "lr": 0.00758, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93938, "top5_acc": 0.99438, "loss_cls": 0.31929, "loss": 0.31929, "time": 0.22573} {"mode": "train", "epoch": 95, "iter": 900, "lr": 0.00757, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.92375, "top5_acc": 0.99688, "loss_cls": 0.36842, "loss": 0.36842, "time": 0.22427} {"mode": "train", "epoch": 95, "iter": 1000, "lr": 0.00756, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93188, "top5_acc": 0.99438, "loss_cls": 0.33954, "loss": 0.33954, "time": 0.22414} {"mode": "train", "epoch": 95, "iter": 1100, "lr": 0.00755, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93625, "top5_acc": 0.99375, "loss_cls": 0.34994, "loss": 0.34994, "time": 0.22402} {"mode": "train", "epoch": 95, "iter": 1200, "lr": 0.00754, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92625, "top5_acc": 0.995, "loss_cls": 0.3768, "loss": 0.3768, "time": 0.22613} {"mode": "train", "epoch": 95, "iter": 1300, "lr": 0.00753, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.93688, "top5_acc": 0.99625, "loss_cls": 0.31896, "loss": 0.31896, "time": 0.22452} {"mode": "train", "epoch": 95, "iter": 1400, "lr": 0.00752, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.90062, "top5_acc": 0.99062, "loss_cls": 0.44888, "loss": 0.44888, "time": 0.22508} {"mode": "train", "epoch": 95, "iter": 1500, "lr": 0.00751, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93438, "top5_acc": 0.9925, "loss_cls": 0.34121, "loss": 0.34121, "time": 0.22488} {"mode": "train", "epoch": 95, "iter": 1600, "lr": 0.0075, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.92188, "top5_acc": 0.99438, "loss_cls": 0.36478, "loss": 0.36478, "time": 0.22408} {"mode": "train", "epoch": 95, "iter": 1700, "lr": 0.00749, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.91312, "top5_acc": 0.995, "loss_cls": 0.40131, "loss": 0.40131, "time": 0.22453} {"mode": "train", "epoch": 95, "iter": 1800, "lr": 0.00748, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9275, "top5_acc": 0.99312, "loss_cls": 0.37529, "loss": 0.37529, "time": 0.22524} {"mode": "train", "epoch": 95, "iter": 1900, "lr": 0.00747, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.92125, "top5_acc": 0.99375, "loss_cls": 0.3843, "loss": 0.3843, "time": 0.22512} {"mode": "train", "epoch": 95, "iter": 2000, "lr": 0.00746, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9275, "top5_acc": 0.99438, "loss_cls": 0.37525, "loss": 0.37525, "time": 0.22511} {"mode": "train", "epoch": 95, "iter": 2100, "lr": 0.00745, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9125, "top5_acc": 0.99312, "loss_cls": 0.40753, "loss": 0.40753, "time": 0.22442} {"mode": "train", "epoch": 95, "iter": 2200, "lr": 0.00745, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90938, "top5_acc": 0.99125, "loss_cls": 0.42877, "loss": 0.42877, "time": 0.22506} {"mode": "train", "epoch": 95, "iter": 2300, "lr": 0.00744, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91938, "top5_acc": 0.99375, "loss_cls": 0.37546, "loss": 0.37546, "time": 0.22556} {"mode": "train", "epoch": 95, "iter": 2400, "lr": 0.00743, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92, "top5_acc": 0.9925, "loss_cls": 0.3754, "loss": 0.3754, "time": 0.22409} {"mode": "train", "epoch": 95, "iter": 2500, "lr": 0.00742, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93438, "top5_acc": 0.99438, "loss_cls": 0.35126, "loss": 0.35126, "time": 0.22424} {"mode": "val", "epoch": 95, "iter": 1031, "lr": 0.00742, "top1_acc": 0.83805, "top5_acc": 0.97562} {"mode": "train", "epoch": 96, "iter": 100, "lr": 0.00741, "memory": 6525, "data_time": 0.19559, "top1_acc": 0.9375, "top5_acc": 0.99438, "loss_cls": 0.31728, "loss": 0.31728, "time": 0.4208} {"mode": "train", "epoch": 96, "iter": 200, "lr": 0.0074, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.92938, "top5_acc": 0.99375, "loss_cls": 0.33224, "loss": 0.33224, "time": 0.2257} {"mode": "train", "epoch": 96, "iter": 300, "lr": 0.00739, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93625, "top5_acc": 0.99625, "loss_cls": 0.31965, "loss": 0.31965, "time": 0.2256} {"mode": "train", "epoch": 96, "iter": 400, "lr": 0.00738, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9325, "top5_acc": 0.995, "loss_cls": 0.34124, "loss": 0.34124, "time": 0.22409} {"mode": "train", "epoch": 96, "iter": 500, "lr": 0.00737, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.94438, "top5_acc": 0.99562, "loss_cls": 0.28155, "loss": 0.28155, "time": 0.22489} {"mode": "train", "epoch": 96, "iter": 600, "lr": 0.00736, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.93688, "top5_acc": 0.99562, "loss_cls": 0.32205, "loss": 0.32205, "time": 0.22601} {"mode": "train", "epoch": 96, "iter": 700, "lr": 0.00735, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91625, "top5_acc": 0.99438, "loss_cls": 0.37276, "loss": 0.37276, "time": 0.22537} {"mode": "train", "epoch": 96, "iter": 800, "lr": 0.00734, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93938, "top5_acc": 0.99625, "loss_cls": 0.33032, "loss": 0.33032, "time": 0.22556} {"mode": "train", "epoch": 96, "iter": 900, "lr": 0.00733, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93, "top5_acc": 0.99125, "loss_cls": 0.3389, "loss": 0.3389, "time": 0.2254} {"mode": "train", "epoch": 96, "iter": 1000, "lr": 0.00732, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.92938, "top5_acc": 0.995, "loss_cls": 0.35441, "loss": 0.35441, "time": 0.22477} {"mode": "train", "epoch": 96, "iter": 1100, "lr": 0.00731, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92938, "top5_acc": 0.9975, "loss_cls": 0.36423, "loss": 0.36423, "time": 0.22562} {"mode": "train", "epoch": 96, "iter": 1200, "lr": 0.0073, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.92812, "top5_acc": 0.9925, "loss_cls": 0.35631, "loss": 0.35631, "time": 0.2253} {"mode": "train", "epoch": 96, "iter": 1300, "lr": 0.00729, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93188, "top5_acc": 0.995, "loss_cls": 0.33391, "loss": 0.33391, "time": 0.22588} {"mode": "train", "epoch": 96, "iter": 1400, "lr": 0.00728, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93312, "top5_acc": 0.99625, "loss_cls": 0.34313, "loss": 0.34313, "time": 0.2254} {"mode": "train", "epoch": 96, "iter": 1500, "lr": 0.00727, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92562, "top5_acc": 0.99562, "loss_cls": 0.35053, "loss": 0.35053, "time": 0.22421} {"mode": "train", "epoch": 96, "iter": 1600, "lr": 0.00726, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91562, "top5_acc": 0.99188, "loss_cls": 0.40191, "loss": 0.40191, "time": 0.22642} {"mode": "train", "epoch": 96, "iter": 1700, "lr": 0.00725, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9275, "top5_acc": 0.99438, "loss_cls": 0.37273, "loss": 0.37273, "time": 0.22487} {"mode": "train", "epoch": 96, "iter": 1800, "lr": 0.00724, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91375, "top5_acc": 0.99125, "loss_cls": 0.38197, "loss": 0.38197, "time": 0.22584} {"mode": "train", "epoch": 96, "iter": 1900, "lr": 0.00724, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91625, "top5_acc": 0.9925, "loss_cls": 0.41201, "loss": 0.41201, "time": 0.22563} {"mode": "train", "epoch": 96, "iter": 2000, "lr": 0.00723, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.94312, "top5_acc": 0.99438, "loss_cls": 0.30009, "loss": 0.30009, "time": 0.22481} {"mode": "train", "epoch": 96, "iter": 2100, "lr": 0.00722, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93125, "top5_acc": 0.99375, "loss_cls": 0.34463, "loss": 0.34463, "time": 0.22431} {"mode": "train", "epoch": 96, "iter": 2200, "lr": 0.00721, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.935, "top5_acc": 0.995, "loss_cls": 0.33258, "loss": 0.33258, "time": 0.22503} {"mode": "train", "epoch": 96, "iter": 2300, "lr": 0.0072, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92625, "top5_acc": 0.99375, "loss_cls": 0.38229, "loss": 0.38229, "time": 0.22451} {"mode": "train", "epoch": 96, "iter": 2400, "lr": 0.00719, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91125, "top5_acc": 0.99375, "loss_cls": 0.41855, "loss": 0.41855, "time": 0.22607} {"mode": "train", "epoch": 96, "iter": 2500, "lr": 0.00718, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.90875, "top5_acc": 0.99375, "loss_cls": 0.41148, "loss": 0.41148, "time": 0.22507} {"mode": "val", "epoch": 96, "iter": 1031, "lr": 0.00718, "top1_acc": 0.8409, "top5_acc": 0.9755} {"mode": "train", "epoch": 97, "iter": 100, "lr": 0.00717, "memory": 6525, "data_time": 0.19961, "top1_acc": 0.94625, "top5_acc": 0.99938, "loss_cls": 0.26753, "loss": 0.26753, "time": 0.42442} {"mode": "train", "epoch": 97, "iter": 200, "lr": 0.00716, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93938, "top5_acc": 0.995, "loss_cls": 0.30553, "loss": 0.30553, "time": 0.22523} {"mode": "train", "epoch": 97, "iter": 300, "lr": 0.00715, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9375, "top5_acc": 0.99625, "loss_cls": 0.3134, "loss": 0.3134, "time": 0.22612} {"mode": "train", "epoch": 97, "iter": 400, "lr": 0.00714, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.93, "top5_acc": 0.99062, "loss_cls": 0.35264, "loss": 0.35264, "time": 0.22671} {"mode": "train", "epoch": 97, "iter": 500, "lr": 0.00713, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93125, "top5_acc": 0.99625, "loss_cls": 0.31002, "loss": 0.31002, "time": 0.22491} {"mode": "train", "epoch": 97, "iter": 600, "lr": 0.00712, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.9275, "top5_acc": 0.995, "loss_cls": 0.34195, "loss": 0.34195, "time": 0.22507} {"mode": "train", "epoch": 97, "iter": 700, "lr": 0.00711, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93688, "top5_acc": 0.9975, "loss_cls": 0.33284, "loss": 0.33284, "time": 0.22535} {"mode": "train", "epoch": 97, "iter": 800, "lr": 0.0071, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.92688, "top5_acc": 0.99125, "loss_cls": 0.36082, "loss": 0.36082, "time": 0.22643} {"mode": "train", "epoch": 97, "iter": 900, "lr": 0.00709, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.92188, "top5_acc": 0.99562, "loss_cls": 0.38356, "loss": 0.38356, "time": 0.22425} {"mode": "train", "epoch": 97, "iter": 1000, "lr": 0.00708, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94375, "top5_acc": 0.99438, "loss_cls": 0.30408, "loss": 0.30408, "time": 0.22383} {"mode": "train", "epoch": 97, "iter": 1100, "lr": 0.00707, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93375, "top5_acc": 0.99688, "loss_cls": 0.30678, "loss": 0.30678, "time": 0.2238} {"mode": "train", "epoch": 97, "iter": 1200, "lr": 0.00706, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.92125, "top5_acc": 0.99625, "loss_cls": 0.35732, "loss": 0.35732, "time": 0.2257} {"mode": "train", "epoch": 97, "iter": 1300, "lr": 0.00706, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.935, "top5_acc": 0.99688, "loss_cls": 0.3466, "loss": 0.3466, "time": 0.22438} {"mode": "train", "epoch": 97, "iter": 1400, "lr": 0.00705, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.92312, "top5_acc": 0.99312, "loss_cls": 0.38297, "loss": 0.38297, "time": 0.22419} {"mode": "train", "epoch": 97, "iter": 1500, "lr": 0.00704, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.90562, "top5_acc": 0.99625, "loss_cls": 0.40439, "loss": 0.40439, "time": 0.22443} {"mode": "train", "epoch": 97, "iter": 1600, "lr": 0.00703, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93625, "top5_acc": 0.99688, "loss_cls": 0.32527, "loss": 0.32527, "time": 0.22612} {"mode": "train", "epoch": 97, "iter": 1700, "lr": 0.00702, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91938, "top5_acc": 0.99188, "loss_cls": 0.36807, "loss": 0.36807, "time": 0.2258} {"mode": "train", "epoch": 97, "iter": 1800, "lr": 0.00701, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.92125, "top5_acc": 0.98938, "loss_cls": 0.41913, "loss": 0.41913, "time": 0.22412} {"mode": "train", "epoch": 97, "iter": 1900, "lr": 0.007, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92375, "top5_acc": 0.9925, "loss_cls": 0.36672, "loss": 0.36672, "time": 0.2248} {"mode": "train", "epoch": 97, "iter": 2000, "lr": 0.00699, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93438, "top5_acc": 0.99562, "loss_cls": 0.32967, "loss": 0.32967, "time": 0.22431} {"mode": "train", "epoch": 97, "iter": 2100, "lr": 0.00698, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93438, "top5_acc": 0.99688, "loss_cls": 0.33673, "loss": 0.33673, "time": 0.22568} {"mode": "train", "epoch": 97, "iter": 2200, "lr": 0.00697, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.915, "top5_acc": 0.99188, "loss_cls": 0.38494, "loss": 0.38494, "time": 0.22403} {"mode": "train", "epoch": 97, "iter": 2300, "lr": 0.00696, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.925, "top5_acc": 0.99375, "loss_cls": 0.38659, "loss": 0.38659, "time": 0.22554} {"mode": "train", "epoch": 97, "iter": 2400, "lr": 0.00695, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92562, "top5_acc": 0.99438, "loss_cls": 0.3724, "loss": 0.3724, "time": 0.22505} {"mode": "train", "epoch": 97, "iter": 2500, "lr": 0.00694, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92875, "top5_acc": 0.99375, "loss_cls": 0.35316, "loss": 0.35316, "time": 0.22504} {"mode": "val", "epoch": 97, "iter": 1031, "lr": 0.00694, "top1_acc": 0.84612, "top5_acc": 0.97519} {"mode": "train", "epoch": 98, "iter": 100, "lr": 0.00693, "memory": 6525, "data_time": 0.19785, "top1_acc": 0.94938, "top5_acc": 0.99625, "loss_cls": 0.27444, "loss": 0.27444, "time": 0.42297} {"mode": "train", "epoch": 98, "iter": 200, "lr": 0.00692, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.94062, "top5_acc": 0.99625, "loss_cls": 0.28124, "loss": 0.28124, "time": 0.22534} {"mode": "train", "epoch": 98, "iter": 300, "lr": 0.00691, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9425, "top5_acc": 0.995, "loss_cls": 0.30403, "loss": 0.30403, "time": 0.22537} {"mode": "train", "epoch": 98, "iter": 400, "lr": 0.0069, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93562, "top5_acc": 0.995, "loss_cls": 0.31531, "loss": 0.31531, "time": 0.22413} {"mode": "train", "epoch": 98, "iter": 500, "lr": 0.0069, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93875, "top5_acc": 0.99438, "loss_cls": 0.32234, "loss": 0.32234, "time": 0.22578} {"mode": "train", "epoch": 98, "iter": 600, "lr": 0.00689, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93562, "top5_acc": 0.99688, "loss_cls": 0.32223, "loss": 0.32223, "time": 0.22429} {"mode": "train", "epoch": 98, "iter": 700, "lr": 0.00688, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92812, "top5_acc": 0.995, "loss_cls": 0.3502, "loss": 0.3502, "time": 0.22592} {"mode": "train", "epoch": 98, "iter": 800, "lr": 0.00687, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9225, "top5_acc": 0.99312, "loss_cls": 0.36252, "loss": 0.36252, "time": 0.22586} {"mode": "train", "epoch": 98, "iter": 900, "lr": 0.00686, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93625, "top5_acc": 0.99562, "loss_cls": 0.33256, "loss": 0.33256, "time": 0.22594} {"mode": "train", "epoch": 98, "iter": 1000, "lr": 0.00685, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93562, "top5_acc": 0.99562, "loss_cls": 0.31993, "loss": 0.31993, "time": 0.22569} {"mode": "train", "epoch": 98, "iter": 1100, "lr": 0.00684, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.93562, "top5_acc": 0.995, "loss_cls": 0.32089, "loss": 0.32089, "time": 0.22458} {"mode": "train", "epoch": 98, "iter": 1200, "lr": 0.00683, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92062, "top5_acc": 0.99562, "loss_cls": 0.38808, "loss": 0.38808, "time": 0.22415} {"mode": "train", "epoch": 98, "iter": 1300, "lr": 0.00682, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9175, "top5_acc": 0.99812, "loss_cls": 0.35125, "loss": 0.35125, "time": 0.22526} {"mode": "train", "epoch": 98, "iter": 1400, "lr": 0.00681, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93062, "top5_acc": 0.99688, "loss_cls": 0.34273, "loss": 0.34273, "time": 0.2248} {"mode": "train", "epoch": 98, "iter": 1500, "lr": 0.0068, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.925, "top5_acc": 0.99125, "loss_cls": 0.37727, "loss": 0.37727, "time": 0.22487} {"mode": "train", "epoch": 98, "iter": 1600, "lr": 0.00679, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.925, "top5_acc": 0.99438, "loss_cls": 0.37512, "loss": 0.37512, "time": 0.22538} {"mode": "train", "epoch": 98, "iter": 1700, "lr": 0.00678, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.92938, "top5_acc": 0.99375, "loss_cls": 0.34607, "loss": 0.34607, "time": 0.22536} {"mode": "train", "epoch": 98, "iter": 1800, "lr": 0.00677, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93812, "top5_acc": 0.99562, "loss_cls": 0.31958, "loss": 0.31958, "time": 0.22587} {"mode": "train", "epoch": 98, "iter": 1900, "lr": 0.00677, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9225, "top5_acc": 0.99312, "loss_cls": 0.37073, "loss": 0.37073, "time": 0.22501} {"mode": "train", "epoch": 98, "iter": 2000, "lr": 0.00676, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.92188, "top5_acc": 0.995, "loss_cls": 0.37012, "loss": 0.37012, "time": 0.22582} {"mode": "train", "epoch": 98, "iter": 2100, "lr": 0.00675, "memory": 6525, "data_time": 0.00038, "top1_acc": 0.9275, "top5_acc": 0.99688, "loss_cls": 0.34748, "loss": 0.34748, "time": 0.2243} {"mode": "train", "epoch": 98, "iter": 2200, "lr": 0.00674, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.92375, "top5_acc": 0.99125, "loss_cls": 0.37881, "loss": 0.37881, "time": 0.22403} {"mode": "train", "epoch": 98, "iter": 2300, "lr": 0.00673, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.9225, "top5_acc": 0.99, "loss_cls": 0.39934, "loss": 0.39934, "time": 0.22456} {"mode": "train", "epoch": 98, "iter": 2400, "lr": 0.00672, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92062, "top5_acc": 0.9925, "loss_cls": 0.39162, "loss": 0.39162, "time": 0.2249} {"mode": "train", "epoch": 98, "iter": 2500, "lr": 0.00671, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93125, "top5_acc": 0.9975, "loss_cls": 0.34262, "loss": 0.34262, "time": 0.22573} {"mode": "val", "epoch": 98, "iter": 1031, "lr": 0.00671, "top1_acc": 0.84236, "top5_acc": 0.97398} {"mode": "train", "epoch": 99, "iter": 100, "lr": 0.0067, "memory": 6525, "data_time": 0.19546, "top1_acc": 0.9375, "top5_acc": 0.99438, "loss_cls": 0.32288, "loss": 0.32288, "time": 0.42156} {"mode": "train", "epoch": 99, "iter": 200, "lr": 0.00669, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.94562, "top5_acc": 0.99688, "loss_cls": 0.26912, "loss": 0.26912, "time": 0.22598} {"mode": "train", "epoch": 99, "iter": 300, "lr": 0.00668, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.935, "top5_acc": 0.99438, "loss_cls": 0.30881, "loss": 0.30881, "time": 0.22466} {"mode": "train", "epoch": 99, "iter": 400, "lr": 0.00667, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92812, "top5_acc": 0.995, "loss_cls": 0.31684, "loss": 0.31684, "time": 0.22484} {"mode": "train", "epoch": 99, "iter": 500, "lr": 0.00666, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.91875, "top5_acc": 0.99812, "loss_cls": 0.35984, "loss": 0.35984, "time": 0.22528} {"mode": "train", "epoch": 99, "iter": 600, "lr": 0.00665, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93688, "top5_acc": 0.99562, "loss_cls": 0.32365, "loss": 0.32365, "time": 0.22536} {"mode": "train", "epoch": 99, "iter": 700, "lr": 0.00664, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93188, "top5_acc": 0.995, "loss_cls": 0.33157, "loss": 0.33157, "time": 0.22427} {"mode": "train", "epoch": 99, "iter": 800, "lr": 0.00663, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93812, "top5_acc": 0.995, "loss_cls": 0.32842, "loss": 0.32842, "time": 0.22509} {"mode": "train", "epoch": 99, "iter": 900, "lr": 0.00663, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93312, "top5_acc": 0.99625, "loss_cls": 0.32603, "loss": 0.32603, "time": 0.22422} {"mode": "train", "epoch": 99, "iter": 1000, "lr": 0.00662, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93438, "top5_acc": 0.99688, "loss_cls": 0.32786, "loss": 0.32786, "time": 0.22446} {"mode": "train", "epoch": 99, "iter": 1100, "lr": 0.00661, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9375, "top5_acc": 0.995, "loss_cls": 0.31172, "loss": 0.31172, "time": 0.22504} {"mode": "train", "epoch": 99, "iter": 1200, "lr": 0.0066, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93688, "top5_acc": 0.99625, "loss_cls": 0.31611, "loss": 0.31611, "time": 0.22513} {"mode": "train", "epoch": 99, "iter": 1300, "lr": 0.00659, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93812, "top5_acc": 0.99562, "loss_cls": 0.30974, "loss": 0.30974, "time": 0.2248} {"mode": "train", "epoch": 99, "iter": 1400, "lr": 0.00658, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.91062, "top5_acc": 0.99062, "loss_cls": 0.42611, "loss": 0.42611, "time": 0.22432} {"mode": "train", "epoch": 99, "iter": 1500, "lr": 0.00657, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.91125, "top5_acc": 0.99062, "loss_cls": 0.41304, "loss": 0.41304, "time": 0.22495} {"mode": "train", "epoch": 99, "iter": 1600, "lr": 0.00656, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93062, "top5_acc": 0.99688, "loss_cls": 0.32528, "loss": 0.32528, "time": 0.22496} {"mode": "train", "epoch": 99, "iter": 1700, "lr": 0.00655, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93688, "top5_acc": 0.99312, "loss_cls": 0.33242, "loss": 0.33242, "time": 0.22454} {"mode": "train", "epoch": 99, "iter": 1800, "lr": 0.00654, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93375, "top5_acc": 0.99625, "loss_cls": 0.32067, "loss": 0.32067, "time": 0.22425} {"mode": "train", "epoch": 99, "iter": 1900, "lr": 0.00653, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.93688, "top5_acc": 0.99812, "loss_cls": 0.3122, "loss": 0.3122, "time": 0.22658} {"mode": "train", "epoch": 99, "iter": 2000, "lr": 0.00652, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9375, "top5_acc": 0.9975, "loss_cls": 0.3177, "loss": 0.3177, "time": 0.2244} {"mode": "train", "epoch": 99, "iter": 2100, "lr": 0.00652, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.93562, "top5_acc": 0.99625, "loss_cls": 0.31243, "loss": 0.31243, "time": 0.22449} {"mode": "train", "epoch": 99, "iter": 2200, "lr": 0.00651, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93812, "top5_acc": 0.99812, "loss_cls": 0.29264, "loss": 0.29264, "time": 0.22511} {"mode": "train", "epoch": 99, "iter": 2300, "lr": 0.0065, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93062, "top5_acc": 0.995, "loss_cls": 0.35135, "loss": 0.35135, "time": 0.22582} {"mode": "train", "epoch": 99, "iter": 2400, "lr": 0.00649, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93125, "top5_acc": 0.99188, "loss_cls": 0.35062, "loss": 0.35062, "time": 0.22495} {"mode": "train", "epoch": 99, "iter": 2500, "lr": 0.00648, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92125, "top5_acc": 0.99312, "loss_cls": 0.36986, "loss": 0.36986, "time": 0.22586} {"mode": "val", "epoch": 99, "iter": 1031, "lr": 0.00648, "top1_acc": 0.8383, "top5_acc": 0.96986} {"mode": "train", "epoch": 100, "iter": 100, "lr": 0.00647, "memory": 6525, "data_time": 0.19459, "top1_acc": 0.93812, "top5_acc": 0.99562, "loss_cls": 0.30945, "loss": 0.30945, "time": 0.41984} {"mode": "train", "epoch": 100, "iter": 200, "lr": 0.00646, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.95125, "top5_acc": 0.99562, "loss_cls": 0.27877, "loss": 0.27877, "time": 0.22612} {"mode": "train", "epoch": 100, "iter": 300, "lr": 0.00645, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.94688, "top5_acc": 0.99625, "loss_cls": 0.28399, "loss": 0.28399, "time": 0.22543} {"mode": "train", "epoch": 100, "iter": 400, "lr": 0.00644, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9425, "top5_acc": 0.99562, "loss_cls": 0.28976, "loss": 0.28976, "time": 0.2251} {"mode": "train", "epoch": 100, "iter": 500, "lr": 0.00643, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92688, "top5_acc": 0.99688, "loss_cls": 0.32523, "loss": 0.32523, "time": 0.22476} {"mode": "train", "epoch": 100, "iter": 600, "lr": 0.00642, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93688, "top5_acc": 0.995, "loss_cls": 0.31562, "loss": 0.31562, "time": 0.22469} {"mode": "train", "epoch": 100, "iter": 700, "lr": 0.00641, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93562, "top5_acc": 0.9975, "loss_cls": 0.31764, "loss": 0.31764, "time": 0.22546} {"mode": "train", "epoch": 100, "iter": 800, "lr": 0.00641, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.94688, "top5_acc": 0.995, "loss_cls": 0.30764, "loss": 0.30764, "time": 0.22557} {"mode": "train", "epoch": 100, "iter": 900, "lr": 0.0064, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.94438, "top5_acc": 0.9975, "loss_cls": 0.28683, "loss": 0.28683, "time": 0.22479} {"mode": "train", "epoch": 100, "iter": 1000, "lr": 0.00639, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.94188, "top5_acc": 0.995, "loss_cls": 0.30997, "loss": 0.30997, "time": 0.22482} {"mode": "train", "epoch": 100, "iter": 1100, "lr": 0.00638, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93125, "top5_acc": 0.99625, "loss_cls": 0.32543, "loss": 0.32543, "time": 0.2238} {"mode": "train", "epoch": 100, "iter": 1200, "lr": 0.00637, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.93938, "top5_acc": 0.99688, "loss_cls": 0.29966, "loss": 0.29966, "time": 0.22413} {"mode": "train", "epoch": 100, "iter": 1300, "lr": 0.00636, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92875, "top5_acc": 0.99562, "loss_cls": 0.34871, "loss": 0.34871, "time": 0.22377} {"mode": "train", "epoch": 100, "iter": 1400, "lr": 0.00635, "memory": 6525, "data_time": 0.00038, "top1_acc": 0.93688, "top5_acc": 0.99625, "loss_cls": 0.30698, "loss": 0.30698, "time": 0.2247} {"mode": "train", "epoch": 100, "iter": 1500, "lr": 0.00634, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93188, "top5_acc": 0.99188, "loss_cls": 0.34462, "loss": 0.34462, "time": 0.2261} {"mode": "train", "epoch": 100, "iter": 1600, "lr": 0.00633, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93375, "top5_acc": 0.99438, "loss_cls": 0.33896, "loss": 0.33896, "time": 0.22543} {"mode": "train", "epoch": 100, "iter": 1700, "lr": 0.00632, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92188, "top5_acc": 0.99688, "loss_cls": 0.34043, "loss": 0.34043, "time": 0.22544} {"mode": "train", "epoch": 100, "iter": 1800, "lr": 0.00631, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.93375, "top5_acc": 0.99438, "loss_cls": 0.32455, "loss": 0.32455, "time": 0.2263} {"mode": "train", "epoch": 100, "iter": 1900, "lr": 0.0063, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94125, "top5_acc": 0.995, "loss_cls": 0.31735, "loss": 0.31735, "time": 0.22513} {"mode": "train", "epoch": 100, "iter": 2000, "lr": 0.0063, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92875, "top5_acc": 0.99625, "loss_cls": 0.35055, "loss": 0.35055, "time": 0.22576} {"mode": "train", "epoch": 100, "iter": 2100, "lr": 0.00629, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92625, "top5_acc": 0.99562, "loss_cls": 0.35688, "loss": 0.35688, "time": 0.2245} {"mode": "train", "epoch": 100, "iter": 2200, "lr": 0.00628, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93375, "top5_acc": 0.99562, "loss_cls": 0.33866, "loss": 0.33866, "time": 0.22394} {"mode": "train", "epoch": 100, "iter": 2300, "lr": 0.00627, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.94438, "top5_acc": 0.995, "loss_cls": 0.30678, "loss": 0.30678, "time": 0.22426} {"mode": "train", "epoch": 100, "iter": 2400, "lr": 0.00626, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.925, "top5_acc": 0.995, "loss_cls": 0.35609, "loss": 0.35609, "time": 0.22553} {"mode": "train", "epoch": 100, "iter": 2500, "lr": 0.00625, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.935, "top5_acc": 0.99438, "loss_cls": 0.31994, "loss": 0.31994, "time": 0.22554} {"mode": "val", "epoch": 100, "iter": 1031, "lr": 0.00625, "top1_acc": 0.84509, "top5_acc": 0.97337} {"mode": "train", "epoch": 101, "iter": 100, "lr": 0.00624, "memory": 6525, "data_time": 0.19605, "top1_acc": 0.94562, "top5_acc": 0.9975, "loss_cls": 0.25307, "loss": 0.25307, "time": 0.42126} {"mode": "train", "epoch": 101, "iter": 200, "lr": 0.00623, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95438, "top5_acc": 0.99875, "loss_cls": 0.25086, "loss": 0.25086, "time": 0.22577} {"mode": "train", "epoch": 101, "iter": 300, "lr": 0.00622, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.94625, "top5_acc": 0.99562, "loss_cls": 0.27569, "loss": 0.27569, "time": 0.22635} {"mode": "train", "epoch": 101, "iter": 400, "lr": 0.00621, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94312, "top5_acc": 0.99625, "loss_cls": 0.27615, "loss": 0.27615, "time": 0.22567} {"mode": "train", "epoch": 101, "iter": 500, "lr": 0.0062, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93875, "top5_acc": 0.99625, "loss_cls": 0.30931, "loss": 0.30931, "time": 0.22411} {"mode": "train", "epoch": 101, "iter": 600, "lr": 0.0062, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.94812, "top5_acc": 0.99562, "loss_cls": 0.27218, "loss": 0.27218, "time": 0.22423} {"mode": "train", "epoch": 101, "iter": 700, "lr": 0.00619, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93312, "top5_acc": 0.99625, "loss_cls": 0.3071, "loss": 0.3071, "time": 0.22442} {"mode": "train", "epoch": 101, "iter": 800, "lr": 0.00618, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93375, "top5_acc": 0.99375, "loss_cls": 0.32424, "loss": 0.32424, "time": 0.2245} {"mode": "train", "epoch": 101, "iter": 900, "lr": 0.00617, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.94812, "top5_acc": 0.99688, "loss_cls": 0.26585, "loss": 0.26585, "time": 0.22583} {"mode": "train", "epoch": 101, "iter": 1000, "lr": 0.00616, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93625, "top5_acc": 0.995, "loss_cls": 0.29993, "loss": 0.29993, "time": 0.22443} {"mode": "train", "epoch": 101, "iter": 1100, "lr": 0.00615, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.96, "top5_acc": 0.99875, "loss_cls": 0.23361, "loss": 0.23361, "time": 0.22527} {"mode": "train", "epoch": 101, "iter": 1200, "lr": 0.00614, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.94312, "top5_acc": 0.99438, "loss_cls": 0.28937, "loss": 0.28937, "time": 0.22459} {"mode": "train", "epoch": 101, "iter": 1300, "lr": 0.00613, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.9425, "top5_acc": 0.99562, "loss_cls": 0.29021, "loss": 0.29021, "time": 0.22415} {"mode": "train", "epoch": 101, "iter": 1400, "lr": 0.00612, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93125, "top5_acc": 0.99562, "loss_cls": 0.31563, "loss": 0.31563, "time": 0.22587} {"mode": "train", "epoch": 101, "iter": 1500, "lr": 0.00611, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.935, "top5_acc": 0.99375, "loss_cls": 0.33297, "loss": 0.33297, "time": 0.22563} {"mode": "train", "epoch": 101, "iter": 1600, "lr": 0.00611, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92812, "top5_acc": 0.995, "loss_cls": 0.32996, "loss": 0.32996, "time": 0.22572} {"mode": "train", "epoch": 101, "iter": 1700, "lr": 0.0061, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94562, "top5_acc": 0.99938, "loss_cls": 0.28836, "loss": 0.28836, "time": 0.2249} {"mode": "train", "epoch": 101, "iter": 1800, "lr": 0.00609, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93688, "top5_acc": 0.99312, "loss_cls": 0.32369, "loss": 0.32369, "time": 0.22461} {"mode": "train", "epoch": 101, "iter": 1900, "lr": 0.00608, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.94, "top5_acc": 0.99562, "loss_cls": 0.29137, "loss": 0.29137, "time": 0.22457} {"mode": "train", "epoch": 101, "iter": 2000, "lr": 0.00607, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93, "top5_acc": 0.99625, "loss_cls": 0.34274, "loss": 0.34274, "time": 0.22557} {"mode": "train", "epoch": 101, "iter": 2100, "lr": 0.00606, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92438, "top5_acc": 0.99125, "loss_cls": 0.36449, "loss": 0.36449, "time": 0.22548} {"mode": "train", "epoch": 101, "iter": 2200, "lr": 0.00605, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.9375, "top5_acc": 0.99625, "loss_cls": 0.30754, "loss": 0.30754, "time": 0.22496} {"mode": "train", "epoch": 101, "iter": 2300, "lr": 0.00604, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93875, "top5_acc": 0.99438, "loss_cls": 0.31107, "loss": 0.31107, "time": 0.22467} {"mode": "train", "epoch": 101, "iter": 2400, "lr": 0.00603, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93562, "top5_acc": 0.995, "loss_cls": 0.33077, "loss": 0.33077, "time": 0.22554} {"mode": "train", "epoch": 101, "iter": 2500, "lr": 0.00603, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93438, "top5_acc": 0.995, "loss_cls": 0.34051, "loss": 0.34051, "time": 0.22518} {"mode": "val", "epoch": 101, "iter": 1031, "lr": 0.00602, "top1_acc": 0.84012, "top5_acc": 0.97234} {"mode": "train", "epoch": 102, "iter": 100, "lr": 0.00602, "memory": 6525, "data_time": 0.19241, "top1_acc": 0.94062, "top5_acc": 0.99562, "loss_cls": 0.29976, "loss": 0.29976, "time": 0.41833} {"mode": "train", "epoch": 102, "iter": 200, "lr": 0.00601, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9525, "top5_acc": 0.99375, "loss_cls": 0.26059, "loss": 0.26059, "time": 0.2253} {"mode": "train", "epoch": 102, "iter": 300, "lr": 0.006, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93938, "top5_acc": 0.9975, "loss_cls": 0.30632, "loss": 0.30632, "time": 0.22558} {"mode": "train", "epoch": 102, "iter": 400, "lr": 0.00599, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.94875, "top5_acc": 0.99812, "loss_cls": 0.27166, "loss": 0.27166, "time": 0.22511} {"mode": "train", "epoch": 102, "iter": 500, "lr": 0.00598, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.945, "top5_acc": 0.99688, "loss_cls": 0.28439, "loss": 0.28439, "time": 0.2254} {"mode": "train", "epoch": 102, "iter": 600, "lr": 0.00597, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95062, "top5_acc": 0.9975, "loss_cls": 0.2541, "loss": 0.2541, "time": 0.22432} {"mode": "train", "epoch": 102, "iter": 700, "lr": 0.00596, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.935, "top5_acc": 0.99438, "loss_cls": 0.3233, "loss": 0.3233, "time": 0.22564} {"mode": "train", "epoch": 102, "iter": 800, "lr": 0.00595, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.94812, "top5_acc": 0.99562, "loss_cls": 0.26811, "loss": 0.26811, "time": 0.22479} {"mode": "train", "epoch": 102, "iter": 900, "lr": 0.00594, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94875, "top5_acc": 0.99375, "loss_cls": 0.25355, "loss": 0.25355, "time": 0.2255} {"mode": "train", "epoch": 102, "iter": 1000, "lr": 0.00594, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93625, "top5_acc": 0.99812, "loss_cls": 0.3014, "loss": 0.3014, "time": 0.2244} {"mode": "train", "epoch": 102, "iter": 1100, "lr": 0.00593, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9275, "top5_acc": 0.99625, "loss_cls": 0.31953, "loss": 0.31953, "time": 0.22484} {"mode": "train", "epoch": 102, "iter": 1200, "lr": 0.00592, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.94, "top5_acc": 0.99438, "loss_cls": 0.31233, "loss": 0.31233, "time": 0.22435} {"mode": "train", "epoch": 102, "iter": 1300, "lr": 0.00591, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93938, "top5_acc": 0.99625, "loss_cls": 0.27604, "loss": 0.27604, "time": 0.22434} {"mode": "train", "epoch": 102, "iter": 1400, "lr": 0.0059, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.94375, "top5_acc": 0.99688, "loss_cls": 0.29037, "loss": 0.29037, "time": 0.22456} {"mode": "train", "epoch": 102, "iter": 1500, "lr": 0.00589, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.93812, "top5_acc": 0.99312, "loss_cls": 0.3087, "loss": 0.3087, "time": 0.22703} {"mode": "train", "epoch": 102, "iter": 1600, "lr": 0.00588, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.94938, "top5_acc": 0.9975, "loss_cls": 0.2618, "loss": 0.2618, "time": 0.22493} {"mode": "train", "epoch": 102, "iter": 1700, "lr": 0.00587, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.92125, "top5_acc": 0.99562, "loss_cls": 0.35324, "loss": 0.35324, "time": 0.22473} {"mode": "train", "epoch": 102, "iter": 1800, "lr": 0.00586, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95125, "top5_acc": 0.99625, "loss_cls": 0.27356, "loss": 0.27356, "time": 0.22483} {"mode": "train", "epoch": 102, "iter": 1900, "lr": 0.00586, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93625, "top5_acc": 0.9975, "loss_cls": 0.3002, "loss": 0.3002, "time": 0.22522} {"mode": "train", "epoch": 102, "iter": 2000, "lr": 0.00585, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93438, "top5_acc": 0.995, "loss_cls": 0.31633, "loss": 0.31633, "time": 0.22585} {"mode": "train", "epoch": 102, "iter": 2100, "lr": 0.00584, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.93625, "top5_acc": 0.99562, "loss_cls": 0.31588, "loss": 0.31588, "time": 0.22573} {"mode": "train", "epoch": 102, "iter": 2200, "lr": 0.00583, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94125, "top5_acc": 0.99562, "loss_cls": 0.29326, "loss": 0.29326, "time": 0.22601} {"mode": "train", "epoch": 102, "iter": 2300, "lr": 0.00582, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.94812, "top5_acc": 0.99688, "loss_cls": 0.29063, "loss": 0.29063, "time": 0.22475} {"mode": "train", "epoch": 102, "iter": 2400, "lr": 0.00581, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.93875, "top5_acc": 0.99562, "loss_cls": 0.30382, "loss": 0.30382, "time": 0.22372} {"mode": "train", "epoch": 102, "iter": 2500, "lr": 0.0058, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.92312, "top5_acc": 0.99812, "loss_cls": 0.36467, "loss": 0.36467, "time": 0.22474} {"mode": "val", "epoch": 102, "iter": 1031, "lr": 0.0058, "top1_acc": 0.84818, "top5_acc": 0.97459} {"mode": "train", "epoch": 103, "iter": 100, "lr": 0.00579, "memory": 6525, "data_time": 0.19122, "top1_acc": 0.94, "top5_acc": 0.99625, "loss_cls": 0.30272, "loss": 0.30272, "time": 0.41609} {"mode": "train", "epoch": 103, "iter": 200, "lr": 0.00578, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95625, "top5_acc": 0.9975, "loss_cls": 0.24294, "loss": 0.24294, "time": 0.22398} {"mode": "train", "epoch": 103, "iter": 300, "lr": 0.00578, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.94562, "top5_acc": 0.99688, "loss_cls": 0.28014, "loss": 0.28014, "time": 0.22484} {"mode": "train", "epoch": 103, "iter": 400, "lr": 0.00577, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95625, "top5_acc": 0.99812, "loss_cls": 0.23999, "loss": 0.23999, "time": 0.22423} {"mode": "train", "epoch": 103, "iter": 500, "lr": 0.00576, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.94625, "top5_acc": 0.99625, "loss_cls": 0.27596, "loss": 0.27596, "time": 0.22634} {"mode": "train", "epoch": 103, "iter": 600, "lr": 0.00575, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95312, "top5_acc": 0.99625, "loss_cls": 0.26173, "loss": 0.26173, "time": 0.22603} {"mode": "train", "epoch": 103, "iter": 700, "lr": 0.00574, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93938, "top5_acc": 0.99688, "loss_cls": 0.30497, "loss": 0.30497, "time": 0.22542} {"mode": "train", "epoch": 103, "iter": 800, "lr": 0.00573, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.95062, "top5_acc": 0.99438, "loss_cls": 0.26458, "loss": 0.26458, "time": 0.22518} {"mode": "train", "epoch": 103, "iter": 900, "lr": 0.00572, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93938, "top5_acc": 0.99625, "loss_cls": 0.27629, "loss": 0.27629, "time": 0.22515} {"mode": "train", "epoch": 103, "iter": 1000, "lr": 0.00571, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9325, "top5_acc": 0.99688, "loss_cls": 0.29356, "loss": 0.29356, "time": 0.22463} {"mode": "train", "epoch": 103, "iter": 1100, "lr": 0.00571, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.94438, "top5_acc": 0.995, "loss_cls": 0.27009, "loss": 0.27009, "time": 0.22443} {"mode": "train", "epoch": 103, "iter": 1200, "lr": 0.0057, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.94, "top5_acc": 0.99688, "loss_cls": 0.29204, "loss": 0.29204, "time": 0.22486} {"mode": "train", "epoch": 103, "iter": 1300, "lr": 0.00569, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9425, "top5_acc": 0.99625, "loss_cls": 0.2868, "loss": 0.2868, "time": 0.22536} {"mode": "train", "epoch": 103, "iter": 1400, "lr": 0.00568, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.95125, "top5_acc": 0.9975, "loss_cls": 0.25486, "loss": 0.25486, "time": 0.22521} {"mode": "train", "epoch": 103, "iter": 1500, "lr": 0.00567, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.94062, "top5_acc": 0.9975, "loss_cls": 0.28409, "loss": 0.28409, "time": 0.22543} {"mode": "train", "epoch": 103, "iter": 1600, "lr": 0.00566, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.93625, "top5_acc": 0.99688, "loss_cls": 0.31107, "loss": 0.31107, "time": 0.22651} {"mode": "train", "epoch": 103, "iter": 1700, "lr": 0.00565, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.94, "top5_acc": 0.99625, "loss_cls": 0.30272, "loss": 0.30272, "time": 0.22463} {"mode": "train", "epoch": 103, "iter": 1800, "lr": 0.00564, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93812, "top5_acc": 0.99562, "loss_cls": 0.30897, "loss": 0.30897, "time": 0.22659} {"mode": "train", "epoch": 103, "iter": 1900, "lr": 0.00564, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95438, "top5_acc": 0.99688, "loss_cls": 0.25182, "loss": 0.25182, "time": 0.22536} {"mode": "train", "epoch": 103, "iter": 2000, "lr": 0.00563, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.94188, "top5_acc": 0.99625, "loss_cls": 0.28778, "loss": 0.28778, "time": 0.22507} {"mode": "train", "epoch": 103, "iter": 2100, "lr": 0.00562, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.94375, "top5_acc": 1.0, "loss_cls": 0.27806, "loss": 0.27806, "time": 0.2244} {"mode": "train", "epoch": 103, "iter": 2200, "lr": 0.00561, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93375, "top5_acc": 0.99688, "loss_cls": 0.32444, "loss": 0.32444, "time": 0.22441} {"mode": "train", "epoch": 103, "iter": 2300, "lr": 0.0056, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93625, "top5_acc": 0.9925, "loss_cls": 0.32924, "loss": 0.32924, "time": 0.22636} {"mode": "train", "epoch": 103, "iter": 2400, "lr": 0.00559, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.94375, "top5_acc": 0.99625, "loss_cls": 0.28152, "loss": 0.28152, "time": 0.22495} {"mode": "train", "epoch": 103, "iter": 2500, "lr": 0.00558, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93562, "top5_acc": 0.9975, "loss_cls": 0.29013, "loss": 0.29013, "time": 0.22522} {"mode": "val", "epoch": 103, "iter": 1031, "lr": 0.00558, "top1_acc": 0.85018, "top5_acc": 0.97531} {"mode": "train", "epoch": 104, "iter": 100, "lr": 0.00557, "memory": 6525, "data_time": 0.19172, "top1_acc": 0.9475, "top5_acc": 0.99812, "loss_cls": 0.26866, "loss": 0.26866, "time": 0.41616} {"mode": "train", "epoch": 104, "iter": 200, "lr": 0.00557, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.95188, "top5_acc": 0.99812, "loss_cls": 0.2483, "loss": 0.2483, "time": 0.22459} {"mode": "train", "epoch": 104, "iter": 300, "lr": 0.00556, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9525, "top5_acc": 0.99562, "loss_cls": 0.23878, "loss": 0.23878, "time": 0.22504} {"mode": "train", "epoch": 104, "iter": 400, "lr": 0.00555, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.95812, "top5_acc": 0.99812, "loss_cls": 0.22973, "loss": 0.22973, "time": 0.22539} {"mode": "train", "epoch": 104, "iter": 500, "lr": 0.00554, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95188, "top5_acc": 0.9975, "loss_cls": 0.25647, "loss": 0.25647, "time": 0.22569} {"mode": "train", "epoch": 104, "iter": 600, "lr": 0.00553, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9525, "top5_acc": 0.99938, "loss_cls": 0.24395, "loss": 0.24395, "time": 0.22508} {"mode": "train", "epoch": 104, "iter": 700, "lr": 0.00552, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.94375, "top5_acc": 0.99812, "loss_cls": 0.28785, "loss": 0.28785, "time": 0.22479} {"mode": "train", "epoch": 104, "iter": 800, "lr": 0.00551, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.94125, "top5_acc": 0.99688, "loss_cls": 0.276, "loss": 0.276, "time": 0.22541} {"mode": "train", "epoch": 104, "iter": 900, "lr": 0.0055, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94562, "top5_acc": 0.99688, "loss_cls": 0.26242, "loss": 0.26242, "time": 0.22569} {"mode": "train", "epoch": 104, "iter": 1000, "lr": 0.0055, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.94812, "top5_acc": 0.99438, "loss_cls": 0.27818, "loss": 0.27818, "time": 0.22383} {"mode": "train", "epoch": 104, "iter": 1100, "lr": 0.00549, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94375, "top5_acc": 0.99812, "loss_cls": 0.28102, "loss": 0.28102, "time": 0.22446} {"mode": "train", "epoch": 104, "iter": 1200, "lr": 0.00548, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94062, "top5_acc": 0.99688, "loss_cls": 0.2898, "loss": 0.2898, "time": 0.22515} {"mode": "train", "epoch": 104, "iter": 1300, "lr": 0.00547, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95, "top5_acc": 0.9975, "loss_cls": 0.25981, "loss": 0.25981, "time": 0.22519} {"mode": "train", "epoch": 104, "iter": 1400, "lr": 0.00546, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93938, "top5_acc": 0.99438, "loss_cls": 0.29555, "loss": 0.29555, "time": 0.22484} {"mode": "train", "epoch": 104, "iter": 1500, "lr": 0.00545, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9475, "top5_acc": 0.99438, "loss_cls": 0.27738, "loss": 0.27738, "time": 0.22461} {"mode": "train", "epoch": 104, "iter": 1600, "lr": 0.00544, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.94188, "top5_acc": 0.99625, "loss_cls": 0.29201, "loss": 0.29201, "time": 0.22509} {"mode": "train", "epoch": 104, "iter": 1700, "lr": 0.00544, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94625, "top5_acc": 0.99688, "loss_cls": 0.26867, "loss": 0.26867, "time": 0.22471} {"mode": "train", "epoch": 104, "iter": 1800, "lr": 0.00543, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.94062, "top5_acc": 0.99625, "loss_cls": 0.27469, "loss": 0.27469, "time": 0.22432} {"mode": "train", "epoch": 104, "iter": 1900, "lr": 0.00542, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.94, "top5_acc": 0.9975, "loss_cls": 0.29428, "loss": 0.29428, "time": 0.22434} {"mode": "train", "epoch": 104, "iter": 2000, "lr": 0.00541, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.94062, "top5_acc": 0.99625, "loss_cls": 0.29831, "loss": 0.29831, "time": 0.22498} {"mode": "train", "epoch": 104, "iter": 2100, "lr": 0.0054, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94688, "top5_acc": 0.99812, "loss_cls": 0.25276, "loss": 0.25276, "time": 0.22623} {"mode": "train", "epoch": 104, "iter": 2200, "lr": 0.00539, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.93688, "top5_acc": 0.995, "loss_cls": 0.33098, "loss": 0.33098, "time": 0.22549} {"mode": "train", "epoch": 104, "iter": 2300, "lr": 0.00538, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93375, "top5_acc": 0.99688, "loss_cls": 0.31872, "loss": 0.31872, "time": 0.22471} {"mode": "train", "epoch": 104, "iter": 2400, "lr": 0.00538, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.93938, "top5_acc": 0.995, "loss_cls": 0.33683, "loss": 0.33683, "time": 0.22452} {"mode": "train", "epoch": 104, "iter": 2500, "lr": 0.00537, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94312, "top5_acc": 0.9975, "loss_cls": 0.26965, "loss": 0.26965, "time": 0.22377} {"mode": "val", "epoch": 104, "iter": 1031, "lr": 0.00537, "top1_acc": 0.85534, "top5_acc": 0.97586} {"mode": "train", "epoch": 105, "iter": 100, "lr": 0.00536, "memory": 6525, "data_time": 0.1946, "top1_acc": 0.95312, "top5_acc": 0.99625, "loss_cls": 0.24802, "loss": 0.24802, "time": 0.41906} {"mode": "train", "epoch": 105, "iter": 200, "lr": 0.00535, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.95812, "top5_acc": 0.99688, "loss_cls": 0.23884, "loss": 0.23884, "time": 0.22463} {"mode": "train", "epoch": 105, "iter": 300, "lr": 0.00534, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.94188, "top5_acc": 0.99812, "loss_cls": 0.27373, "loss": 0.27373, "time": 0.22462} {"mode": "train", "epoch": 105, "iter": 400, "lr": 0.00533, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9525, "top5_acc": 0.99688, "loss_cls": 0.24907, "loss": 0.24907, "time": 0.22391} {"mode": "train", "epoch": 105, "iter": 500, "lr": 0.00532, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9575, "top5_acc": 0.99938, "loss_cls": 0.22987, "loss": 0.22987, "time": 0.22434} {"mode": "train", "epoch": 105, "iter": 600, "lr": 0.00531, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95625, "top5_acc": 0.9975, "loss_cls": 0.22062, "loss": 0.22062, "time": 0.22533} {"mode": "train", "epoch": 105, "iter": 700, "lr": 0.00531, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94062, "top5_acc": 0.99812, "loss_cls": 0.27906, "loss": 0.27906, "time": 0.22472} {"mode": "train", "epoch": 105, "iter": 800, "lr": 0.0053, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.95062, "top5_acc": 0.99625, "loss_cls": 0.26652, "loss": 0.26652, "time": 0.22491} {"mode": "train", "epoch": 105, "iter": 900, "lr": 0.00529, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94625, "top5_acc": 0.99375, "loss_cls": 0.27438, "loss": 0.27438, "time": 0.22603} {"mode": "train", "epoch": 105, "iter": 1000, "lr": 0.00528, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.955, "top5_acc": 0.99812, "loss_cls": 0.2329, "loss": 0.2329, "time": 0.22574} {"mode": "train", "epoch": 105, "iter": 1100, "lr": 0.00527, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96125, "top5_acc": 0.99875, "loss_cls": 0.22127, "loss": 0.22127, "time": 0.22618} {"mode": "train", "epoch": 105, "iter": 1200, "lr": 0.00526, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.95438, "top5_acc": 0.99625, "loss_cls": 0.25334, "loss": 0.25334, "time": 0.22558} {"mode": "train", "epoch": 105, "iter": 1300, "lr": 0.00526, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9325, "top5_acc": 0.99625, "loss_cls": 0.33802, "loss": 0.33802, "time": 0.22658} {"mode": "train", "epoch": 105, "iter": 1400, "lr": 0.00525, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93062, "top5_acc": 0.99688, "loss_cls": 0.31371, "loss": 0.31371, "time": 0.2245} {"mode": "train", "epoch": 105, "iter": 1500, "lr": 0.00524, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.93312, "top5_acc": 0.995, "loss_cls": 0.31868, "loss": 0.31868, "time": 0.22473} {"mode": "train", "epoch": 105, "iter": 1600, "lr": 0.00523, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.94312, "top5_acc": 0.995, "loss_cls": 0.29637, "loss": 0.29637, "time": 0.22538} {"mode": "train", "epoch": 105, "iter": 1700, "lr": 0.00522, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93688, "top5_acc": 0.99688, "loss_cls": 0.2966, "loss": 0.2966, "time": 0.22553} {"mode": "train", "epoch": 105, "iter": 1800, "lr": 0.00521, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95625, "top5_acc": 0.9975, "loss_cls": 0.24331, "loss": 0.24331, "time": 0.22615} {"mode": "train", "epoch": 105, "iter": 1900, "lr": 0.0052, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93562, "top5_acc": 0.9975, "loss_cls": 0.29506, "loss": 0.29506, "time": 0.2247} {"mode": "train", "epoch": 105, "iter": 2000, "lr": 0.0052, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.94375, "top5_acc": 0.99438, "loss_cls": 0.28506, "loss": 0.28506, "time": 0.22465} {"mode": "train", "epoch": 105, "iter": 2100, "lr": 0.00519, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94812, "top5_acc": 0.995, "loss_cls": 0.28769, "loss": 0.28769, "time": 0.22466} {"mode": "train", "epoch": 105, "iter": 2200, "lr": 0.00518, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.94062, "top5_acc": 0.99812, "loss_cls": 0.2802, "loss": 0.2802, "time": 0.22457} {"mode": "train", "epoch": 105, "iter": 2300, "lr": 0.00517, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.94875, "top5_acc": 0.99688, "loss_cls": 0.2693, "loss": 0.2693, "time": 0.22512} {"mode": "train", "epoch": 105, "iter": 2400, "lr": 0.00516, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93438, "top5_acc": 0.99625, "loss_cls": 0.29772, "loss": 0.29772, "time": 0.22502} {"mode": "train", "epoch": 105, "iter": 2500, "lr": 0.00515, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.94062, "top5_acc": 0.9975, "loss_cls": 0.29018, "loss": 0.29018, "time": 0.2249} {"mode": "val", "epoch": 105, "iter": 1031, "lr": 0.00515, "top1_acc": 0.85522, "top5_acc": 0.9755} {"mode": "train", "epoch": 106, "iter": 100, "lr": 0.00514, "memory": 6525, "data_time": 0.19507, "top1_acc": 0.95938, "top5_acc": 0.9975, "loss_cls": 0.2241, "loss": 0.2241, "time": 0.42045} {"mode": "train", "epoch": 106, "iter": 200, "lr": 0.00514, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94812, "top5_acc": 0.99812, "loss_cls": 0.24459, "loss": 0.24459, "time": 0.22459} {"mode": "train", "epoch": 106, "iter": 300, "lr": 0.00513, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95, "top5_acc": 0.99812, "loss_cls": 0.23681, "loss": 0.23681, "time": 0.22456} {"mode": "train", "epoch": 106, "iter": 400, "lr": 0.00512, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.95938, "top5_acc": 1.0, "loss_cls": 0.21512, "loss": 0.21512, "time": 0.2249} {"mode": "train", "epoch": 106, "iter": 500, "lr": 0.00511, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.955, "top5_acc": 0.99812, "loss_cls": 0.22363, "loss": 0.22363, "time": 0.22396} {"mode": "train", "epoch": 106, "iter": 600, "lr": 0.0051, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.94688, "top5_acc": 0.99875, "loss_cls": 0.25612, "loss": 0.25612, "time": 0.22487} {"mode": "train", "epoch": 106, "iter": 700, "lr": 0.00509, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95438, "top5_acc": 0.99938, "loss_cls": 0.2291, "loss": 0.2291, "time": 0.22582} {"mode": "train", "epoch": 106, "iter": 800, "lr": 0.00509, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.95188, "top5_acc": 0.99812, "loss_cls": 0.24426, "loss": 0.24426, "time": 0.22393} {"mode": "train", "epoch": 106, "iter": 900, "lr": 0.00508, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95938, "top5_acc": 0.99875, "loss_cls": 0.23311, "loss": 0.23311, "time": 0.22418} {"mode": "train", "epoch": 106, "iter": 1000, "lr": 0.00507, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95125, "top5_acc": 0.99438, "loss_cls": 0.26659, "loss": 0.26659, "time": 0.22619} {"mode": "train", "epoch": 106, "iter": 1100, "lr": 0.00506, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94938, "top5_acc": 0.99812, "loss_cls": 0.24896, "loss": 0.24896, "time": 0.22503} {"mode": "train", "epoch": 106, "iter": 1200, "lr": 0.00505, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93812, "top5_acc": 0.99562, "loss_cls": 0.29031, "loss": 0.29031, "time": 0.22431} {"mode": "train", "epoch": 106, "iter": 1300, "lr": 0.00504, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.95125, "top5_acc": 0.99438, "loss_cls": 0.25952, "loss": 0.25952, "time": 0.22444} {"mode": "train", "epoch": 106, "iter": 1400, "lr": 0.00503, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94438, "top5_acc": 0.99438, "loss_cls": 0.28493, "loss": 0.28493, "time": 0.22488} {"mode": "train", "epoch": 106, "iter": 1500, "lr": 0.00503, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9475, "top5_acc": 0.99938, "loss_cls": 0.26532, "loss": 0.26532, "time": 0.22416} {"mode": "train", "epoch": 106, "iter": 1600, "lr": 0.00502, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9475, "top5_acc": 0.99438, "loss_cls": 0.27294, "loss": 0.27294, "time": 0.22503} {"mode": "train", "epoch": 106, "iter": 1700, "lr": 0.00501, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.94875, "top5_acc": 0.9975, "loss_cls": 0.27085, "loss": 0.27085, "time": 0.22368} {"mode": "train", "epoch": 106, "iter": 1800, "lr": 0.005, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95188, "top5_acc": 0.99562, "loss_cls": 0.27002, "loss": 0.27002, "time": 0.22552} {"mode": "train", "epoch": 106, "iter": 1900, "lr": 0.00499, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.94375, "top5_acc": 0.99812, "loss_cls": 0.27614, "loss": 0.27614, "time": 0.22378} {"mode": "train", "epoch": 106, "iter": 2000, "lr": 0.00498, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.93875, "top5_acc": 0.995, "loss_cls": 0.2929, "loss": 0.2929, "time": 0.22582} {"mode": "train", "epoch": 106, "iter": 2100, "lr": 0.00498, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93875, "top5_acc": 0.99688, "loss_cls": 0.29554, "loss": 0.29554, "time": 0.22439} {"mode": "train", "epoch": 106, "iter": 2200, "lr": 0.00497, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95188, "top5_acc": 0.99625, "loss_cls": 0.2446, "loss": 0.2446, "time": 0.22464} {"mode": "train", "epoch": 106, "iter": 2300, "lr": 0.00496, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.95625, "top5_acc": 0.99938, "loss_cls": 0.23773, "loss": 0.23773, "time": 0.22387} {"mode": "train", "epoch": 106, "iter": 2400, "lr": 0.00495, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.95188, "top5_acc": 0.995, "loss_cls": 0.24986, "loss": 0.24986, "time": 0.22494} {"mode": "train", "epoch": 106, "iter": 2500, "lr": 0.00494, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.94375, "top5_acc": 0.99562, "loss_cls": 0.28248, "loss": 0.28248, "time": 0.22582} {"mode": "val", "epoch": 106, "iter": 1031, "lr": 0.00494, "top1_acc": 0.84042, "top5_acc": 0.97198} {"mode": "train", "epoch": 107, "iter": 100, "lr": 0.00493, "memory": 6525, "data_time": 0.19032, "top1_acc": 0.9575, "top5_acc": 0.99812, "loss_cls": 0.23009, "loss": 0.23009, "time": 0.41596} {"mode": "train", "epoch": 107, "iter": 200, "lr": 0.00493, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96062, "top5_acc": 0.99562, "loss_cls": 0.21864, "loss": 0.21864, "time": 0.22436} {"mode": "train", "epoch": 107, "iter": 300, "lr": 0.00492, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.94688, "top5_acc": 0.99688, "loss_cls": 0.26668, "loss": 0.26668, "time": 0.22391} {"mode": "train", "epoch": 107, "iter": 400, "lr": 0.00491, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.94625, "top5_acc": 0.99812, "loss_cls": 0.24888, "loss": 0.24888, "time": 0.22523} {"mode": "train", "epoch": 107, "iter": 500, "lr": 0.0049, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.95438, "top5_acc": 0.99875, "loss_cls": 0.24347, "loss": 0.24347, "time": 0.22496} {"mode": "train", "epoch": 107, "iter": 600, "lr": 0.00489, "memory": 6525, "data_time": 0.00039, "top1_acc": 0.95875, "top5_acc": 1.0, "loss_cls": 0.22638, "loss": 0.22638, "time": 0.22488} {"mode": "train", "epoch": 107, "iter": 700, "lr": 0.00488, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.945, "top5_acc": 0.99688, "loss_cls": 0.26759, "loss": 0.26759, "time": 0.22507} {"mode": "train", "epoch": 107, "iter": 800, "lr": 0.00488, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.95062, "top5_acc": 0.9975, "loss_cls": 0.24851, "loss": 0.24851, "time": 0.22556} {"mode": "train", "epoch": 107, "iter": 900, "lr": 0.00487, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96375, "top5_acc": 0.99875, "loss_cls": 0.21622, "loss": 0.21622, "time": 0.22524} {"mode": "train", "epoch": 107, "iter": 1000, "lr": 0.00486, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.94812, "top5_acc": 0.99688, "loss_cls": 0.26743, "loss": 0.26743, "time": 0.22727} {"mode": "train", "epoch": 107, "iter": 1100, "lr": 0.00485, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95938, "top5_acc": 0.9975, "loss_cls": 0.21402, "loss": 0.21402, "time": 0.22516} {"mode": "train", "epoch": 107, "iter": 1200, "lr": 0.00484, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9375, "top5_acc": 0.9975, "loss_cls": 0.27838, "loss": 0.27838, "time": 0.22523} {"mode": "train", "epoch": 107, "iter": 1300, "lr": 0.00483, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9525, "top5_acc": 0.9975, "loss_cls": 0.24862, "loss": 0.24862, "time": 0.22539} {"mode": "train", "epoch": 107, "iter": 1400, "lr": 0.00483, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.95438, "top5_acc": 0.99812, "loss_cls": 0.22235, "loss": 0.22235, "time": 0.2246} {"mode": "train", "epoch": 107, "iter": 1500, "lr": 0.00482, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.94688, "top5_acc": 0.99688, "loss_cls": 0.2732, "loss": 0.2732, "time": 0.22508} {"mode": "train", "epoch": 107, "iter": 1600, "lr": 0.00481, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95562, "top5_acc": 0.9975, "loss_cls": 0.235, "loss": 0.235, "time": 0.22571} {"mode": "train", "epoch": 107, "iter": 1700, "lr": 0.0048, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96062, "top5_acc": 0.9975, "loss_cls": 0.20441, "loss": 0.20441, "time": 0.22559} {"mode": "train", "epoch": 107, "iter": 1800, "lr": 0.00479, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9525, "top5_acc": 0.9975, "loss_cls": 0.24828, "loss": 0.24828, "time": 0.22568} {"mode": "train", "epoch": 107, "iter": 1900, "lr": 0.00479, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96062, "top5_acc": 0.99688, "loss_cls": 0.21659, "loss": 0.21659, "time": 0.22486} {"mode": "train", "epoch": 107, "iter": 2000, "lr": 0.00478, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.95688, "top5_acc": 0.99938, "loss_cls": 0.22512, "loss": 0.22512, "time": 0.22551} {"mode": "train", "epoch": 107, "iter": 2100, "lr": 0.00477, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95188, "top5_acc": 0.99438, "loss_cls": 0.25955, "loss": 0.25955, "time": 0.22561} {"mode": "train", "epoch": 107, "iter": 2200, "lr": 0.00476, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9425, "top5_acc": 0.99688, "loss_cls": 0.27915, "loss": 0.27915, "time": 0.22523} {"mode": "train", "epoch": 107, "iter": 2300, "lr": 0.00475, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.94438, "top5_acc": 0.9975, "loss_cls": 0.28136, "loss": 0.28136, "time": 0.22481} {"mode": "train", "epoch": 107, "iter": 2400, "lr": 0.00474, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94875, "top5_acc": 0.99562, "loss_cls": 0.26401, "loss": 0.26401, "time": 0.22474} {"mode": "train", "epoch": 107, "iter": 2500, "lr": 0.00474, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.94938, "top5_acc": 0.99562, "loss_cls": 0.24288, "loss": 0.24288, "time": 0.22512} {"mode": "val", "epoch": 107, "iter": 1031, "lr": 0.00474, "top1_acc": 0.85291, "top5_acc": 0.97677} {"mode": "train", "epoch": 108, "iter": 100, "lr": 0.00473, "memory": 6525, "data_time": 0.19024, "top1_acc": 0.96312, "top5_acc": 0.99812, "loss_cls": 0.20061, "loss": 0.20061, "time": 0.41488} {"mode": "train", "epoch": 108, "iter": 200, "lr": 0.00472, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96375, "top5_acc": 0.99875, "loss_cls": 0.19985, "loss": 0.19985, "time": 0.22442} {"mode": "train", "epoch": 108, "iter": 300, "lr": 0.00471, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9625, "top5_acc": 0.99812, "loss_cls": 0.20386, "loss": 0.20386, "time": 0.22584} {"mode": "train", "epoch": 108, "iter": 400, "lr": 0.0047, "memory": 6525, "data_time": 0.00037, "top1_acc": 0.9525, "top5_acc": 0.99938, "loss_cls": 0.22352, "loss": 0.22352, "time": 0.22698} {"mode": "train", "epoch": 108, "iter": 500, "lr": 0.00469, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.955, "top5_acc": 0.99625, "loss_cls": 0.23269, "loss": 0.23269, "time": 0.22565} {"mode": "train", "epoch": 108, "iter": 600, "lr": 0.00469, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.94875, "top5_acc": 0.9975, "loss_cls": 0.23549, "loss": 0.23549, "time": 0.22425} {"mode": "train", "epoch": 108, "iter": 700, "lr": 0.00468, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.94375, "top5_acc": 0.995, "loss_cls": 0.27072, "loss": 0.27072, "time": 0.22548} {"mode": "train", "epoch": 108, "iter": 800, "lr": 0.00467, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9525, "top5_acc": 0.99812, "loss_cls": 0.22742, "loss": 0.22742, "time": 0.22512} {"mode": "train", "epoch": 108, "iter": 900, "lr": 0.00466, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95, "top5_acc": 0.99812, "loss_cls": 0.24436, "loss": 0.24436, "time": 0.22409} {"mode": "train", "epoch": 108, "iter": 1000, "lr": 0.00465, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.95625, "top5_acc": 0.99625, "loss_cls": 0.22537, "loss": 0.22537, "time": 0.22524} {"mode": "train", "epoch": 108, "iter": 1100, "lr": 0.00465, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.95188, "top5_acc": 0.99875, "loss_cls": 0.24791, "loss": 0.24791, "time": 0.22629} {"mode": "train", "epoch": 108, "iter": 1200, "lr": 0.00464, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93312, "top5_acc": 0.99625, "loss_cls": 0.30833, "loss": 0.30833, "time": 0.22518} {"mode": "train", "epoch": 108, "iter": 1300, "lr": 0.00463, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.96188, "top5_acc": 0.99875, "loss_cls": 0.21699, "loss": 0.21699, "time": 0.22511} {"mode": "train", "epoch": 108, "iter": 1400, "lr": 0.00462, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.95438, "top5_acc": 0.99875, "loss_cls": 0.23624, "loss": 0.23624, "time": 0.22653} {"mode": "train", "epoch": 108, "iter": 1500, "lr": 0.00461, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93938, "top5_acc": 0.99688, "loss_cls": 0.29406, "loss": 0.29406, "time": 0.22548} {"mode": "train", "epoch": 108, "iter": 1600, "lr": 0.00461, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95125, "top5_acc": 0.99625, "loss_cls": 0.27866, "loss": 0.27866, "time": 0.22558} {"mode": "train", "epoch": 108, "iter": 1700, "lr": 0.0046, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.94938, "top5_acc": 0.99688, "loss_cls": 0.25837, "loss": 0.25837, "time": 0.22488} {"mode": "train", "epoch": 108, "iter": 1800, "lr": 0.00459, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.94688, "top5_acc": 0.99812, "loss_cls": 0.25746, "loss": 0.25746, "time": 0.22558} {"mode": "train", "epoch": 108, "iter": 1900, "lr": 0.00458, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.94625, "top5_acc": 0.99562, "loss_cls": 0.26075, "loss": 0.26075, "time": 0.22546} {"mode": "train", "epoch": 108, "iter": 2000, "lr": 0.00457, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95875, "top5_acc": 0.99938, "loss_cls": 0.21962, "loss": 0.21962, "time": 0.22524} {"mode": "train", "epoch": 108, "iter": 2100, "lr": 0.00457, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95625, "top5_acc": 0.9975, "loss_cls": 0.24377, "loss": 0.24377, "time": 0.22548} {"mode": "train", "epoch": 108, "iter": 2200, "lr": 0.00456, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.9575, "top5_acc": 0.99875, "loss_cls": 0.24565, "loss": 0.24565, "time": 0.22549} {"mode": "train", "epoch": 108, "iter": 2300, "lr": 0.00455, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.95562, "top5_acc": 0.9975, "loss_cls": 0.23606, "loss": 0.23606, "time": 0.22542} {"mode": "train", "epoch": 108, "iter": 2400, "lr": 0.00454, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.95125, "top5_acc": 0.99688, "loss_cls": 0.23117, "loss": 0.23117, "time": 0.22609} {"mode": "train", "epoch": 108, "iter": 2500, "lr": 0.00453, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.95062, "top5_acc": 0.9975, "loss_cls": 0.25941, "loss": 0.25941, "time": 0.22478} {"mode": "val", "epoch": 108, "iter": 1031, "lr": 0.00453, "top1_acc": 0.85134, "top5_acc": 0.97683} {"mode": "train", "epoch": 109, "iter": 100, "lr": 0.00452, "memory": 6525, "data_time": 0.19131, "top1_acc": 0.97375, "top5_acc": 0.99688, "loss_cls": 0.16856, "loss": 0.16856, "time": 0.4154} {"mode": "train", "epoch": 109, "iter": 200, "lr": 0.00452, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.96375, "top5_acc": 0.99812, "loss_cls": 0.18893, "loss": 0.18893, "time": 0.22396} {"mode": "train", "epoch": 109, "iter": 300, "lr": 0.00451, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.17196, "loss": 0.17196, "time": 0.2256} {"mode": "train", "epoch": 109, "iter": 400, "lr": 0.0045, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.96312, "top5_acc": 0.9975, "loss_cls": 0.20309, "loss": 0.20309, "time": 0.22603} {"mode": "train", "epoch": 109, "iter": 500, "lr": 0.00449, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.97438, "top5_acc": 0.99938, "loss_cls": 0.16003, "loss": 0.16003, "time": 0.22562} {"mode": "train", "epoch": 109, "iter": 600, "lr": 0.00448, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95688, "top5_acc": 0.99625, "loss_cls": 0.22064, "loss": 0.22064, "time": 0.22461} {"mode": "train", "epoch": 109, "iter": 700, "lr": 0.00448, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.96625, "top5_acc": 1.0, "loss_cls": 0.19123, "loss": 0.19123, "time": 0.22499} {"mode": "train", "epoch": 109, "iter": 800, "lr": 0.00447, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.96875, "top5_acc": 0.99938, "loss_cls": 0.18186, "loss": 0.18186, "time": 0.22607} {"mode": "train", "epoch": 109, "iter": 900, "lr": 0.00446, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97125, "top5_acc": 0.9975, "loss_cls": 0.16635, "loss": 0.16635, "time": 0.22446} {"mode": "train", "epoch": 109, "iter": 1000, "lr": 0.00445, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.96125, "top5_acc": 0.99938, "loss_cls": 0.19325, "loss": 0.19325, "time": 0.22572} {"mode": "train", "epoch": 109, "iter": 1100, "lr": 0.00444, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.96375, "top5_acc": 0.99812, "loss_cls": 0.19967, "loss": 0.19967, "time": 0.22535} {"mode": "train", "epoch": 109, "iter": 1200, "lr": 0.00444, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.96125, "top5_acc": 0.99812, "loss_cls": 0.19975, "loss": 0.19975, "time": 0.22547} {"mode": "train", "epoch": 109, "iter": 1300, "lr": 0.00443, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96062, "top5_acc": 0.99875, "loss_cls": 0.20226, "loss": 0.20226, "time": 0.22585} {"mode": "train", "epoch": 109, "iter": 1400, "lr": 0.00442, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96438, "top5_acc": 0.99938, "loss_cls": 0.21427, "loss": 0.21427, "time": 0.22468} {"mode": "train", "epoch": 109, "iter": 1500, "lr": 0.00441, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95375, "top5_acc": 0.99812, "loss_cls": 0.24201, "loss": 0.24201, "time": 0.22502} {"mode": "train", "epoch": 109, "iter": 1600, "lr": 0.0044, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95188, "top5_acc": 0.99625, "loss_cls": 0.25097, "loss": 0.25097, "time": 0.22367} {"mode": "train", "epoch": 109, "iter": 1700, "lr": 0.0044, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.95188, "top5_acc": 0.99875, "loss_cls": 0.23536, "loss": 0.23536, "time": 0.22458} {"mode": "train", "epoch": 109, "iter": 1800, "lr": 0.00439, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9525, "top5_acc": 0.99688, "loss_cls": 0.2411, "loss": 0.2411, "time": 0.22573} {"mode": "train", "epoch": 109, "iter": 1900, "lr": 0.00438, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.95562, "top5_acc": 0.99688, "loss_cls": 0.23204, "loss": 0.23204, "time": 0.22433} {"mode": "train", "epoch": 109, "iter": 2000, "lr": 0.00437, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.95375, "top5_acc": 0.99625, "loss_cls": 0.24261, "loss": 0.24261, "time": 0.22501} {"mode": "train", "epoch": 109, "iter": 2100, "lr": 0.00436, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.95812, "top5_acc": 0.99938, "loss_cls": 0.22513, "loss": 0.22513, "time": 0.22551} {"mode": "train", "epoch": 109, "iter": 2200, "lr": 0.00436, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.96, "top5_acc": 0.9975, "loss_cls": 0.23194, "loss": 0.23194, "time": 0.2258} {"mode": "train", "epoch": 109, "iter": 2300, "lr": 0.00435, "memory": 6525, "data_time": 0.00048, "top1_acc": 0.94688, "top5_acc": 0.99812, "loss_cls": 0.26755, "loss": 0.26755, "time": 0.22539} {"mode": "train", "epoch": 109, "iter": 2400, "lr": 0.00434, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96125, "top5_acc": 0.9975, "loss_cls": 0.20722, "loss": 0.20722, "time": 0.22502} {"mode": "train", "epoch": 109, "iter": 2500, "lr": 0.00433, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.9625, "top5_acc": 0.9975, "loss_cls": 0.20376, "loss": 0.20376, "time": 0.22461} {"mode": "val", "epoch": 109, "iter": 1031, "lr": 0.00433, "top1_acc": 0.86432, "top5_acc": 0.97616} {"mode": "train", "epoch": 110, "iter": 100, "lr": 0.00432, "memory": 6525, "data_time": 0.18642, "top1_acc": 0.9675, "top5_acc": 0.99812, "loss_cls": 0.17552, "loss": 0.17552, "time": 0.41151} {"mode": "train", "epoch": 110, "iter": 200, "lr": 0.00432, "memory": 6525, "data_time": 0.00041, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.19306, "loss": 0.19306, "time": 0.22446} {"mode": "train", "epoch": 110, "iter": 300, "lr": 0.00431, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.9575, "top5_acc": 0.99875, "loss_cls": 0.20076, "loss": 0.20076, "time": 0.22404} {"mode": "train", "epoch": 110, "iter": 400, "lr": 0.0043, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.96312, "top5_acc": 0.99875, "loss_cls": 0.19015, "loss": 0.19015, "time": 0.22411} {"mode": "train", "epoch": 110, "iter": 500, "lr": 0.00429, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.955, "top5_acc": 0.9975, "loss_cls": 0.2131, "loss": 0.2131, "time": 0.22449} {"mode": "train", "epoch": 110, "iter": 600, "lr": 0.00428, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.95875, "top5_acc": 0.99812, "loss_cls": 0.21608, "loss": 0.21608, "time": 0.22471} {"mode": "train", "epoch": 110, "iter": 700, "lr": 0.00428, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.18398, "loss": 0.18398, "time": 0.224} {"mode": "train", "epoch": 110, "iter": 800, "lr": 0.00427, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95625, "top5_acc": 0.99812, "loss_cls": 0.22987, "loss": 0.22987, "time": 0.22583} {"mode": "train", "epoch": 110, "iter": 900, "lr": 0.00426, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.96688, "top5_acc": 0.99812, "loss_cls": 0.18237, "loss": 0.18237, "time": 0.22387} {"mode": "train", "epoch": 110, "iter": 1000, "lr": 0.00425, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 0.18812, "loss": 0.18812, "time": 0.22472} {"mode": "train", "epoch": 110, "iter": 1100, "lr": 0.00425, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.96812, "top5_acc": 0.99875, "loss_cls": 0.18656, "loss": 0.18656, "time": 0.22575} {"mode": "train", "epoch": 110, "iter": 1200, "lr": 0.00424, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95875, "top5_acc": 0.99812, "loss_cls": 0.1998, "loss": 0.1998, "time": 0.22565} {"mode": "train", "epoch": 110, "iter": 1300, "lr": 0.00423, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96188, "top5_acc": 0.9975, "loss_cls": 0.21336, "loss": 0.21336, "time": 0.22584} {"mode": "train", "epoch": 110, "iter": 1400, "lr": 0.00422, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.97188, "top5_acc": 0.9975, "loss_cls": 0.1907, "loss": 0.1907, "time": 0.22463} {"mode": "train", "epoch": 110, "iter": 1500, "lr": 0.00421, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.95188, "top5_acc": 0.99812, "loss_cls": 0.23844, "loss": 0.23844, "time": 0.22383} {"mode": "train", "epoch": 110, "iter": 1600, "lr": 0.00421, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9475, "top5_acc": 0.99688, "loss_cls": 0.26649, "loss": 0.26649, "time": 0.22549} {"mode": "train", "epoch": 110, "iter": 1700, "lr": 0.0042, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95375, "top5_acc": 0.99812, "loss_cls": 0.24972, "loss": 0.24972, "time": 0.22416} {"mode": "train", "epoch": 110, "iter": 1800, "lr": 0.00419, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.9625, "top5_acc": 0.99875, "loss_cls": 0.21063, "loss": 0.21063, "time": 0.22381} {"mode": "train", "epoch": 110, "iter": 1900, "lr": 0.00418, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.96062, "top5_acc": 0.9975, "loss_cls": 0.21151, "loss": 0.21151, "time": 0.22401} {"mode": "train", "epoch": 110, "iter": 2000, "lr": 0.00418, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.95312, "top5_acc": 0.99688, "loss_cls": 0.24077, "loss": 0.24077, "time": 0.22414} {"mode": "train", "epoch": 110, "iter": 2100, "lr": 0.00417, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.95688, "top5_acc": 0.99562, "loss_cls": 0.23369, "loss": 0.23369, "time": 0.22523} {"mode": "train", "epoch": 110, "iter": 2200, "lr": 0.00416, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.955, "top5_acc": 0.99812, "loss_cls": 0.21944, "loss": 0.21944, "time": 0.22474} {"mode": "train", "epoch": 110, "iter": 2300, "lr": 0.00415, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.94562, "top5_acc": 0.99688, "loss_cls": 0.26232, "loss": 0.26232, "time": 0.22429} {"mode": "train", "epoch": 110, "iter": 2400, "lr": 0.00414, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.96062, "top5_acc": 0.9975, "loss_cls": 0.2096, "loss": 0.2096, "time": 0.22512} {"mode": "train", "epoch": 110, "iter": 2500, "lr": 0.00414, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95375, "top5_acc": 0.99875, "loss_cls": 0.21061, "loss": 0.21061, "time": 0.2244} {"mode": "val", "epoch": 110, "iter": 1031, "lr": 0.00414, "top1_acc": 0.85577, "top5_acc": 0.97786} {"mode": "train", "epoch": 111, "iter": 100, "lr": 0.00413, "memory": 6525, "data_time": 0.1881, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.1638, "loss": 0.1638, "time": 0.41387} {"mode": "train", "epoch": 111, "iter": 200, "lr": 0.00412, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9675, "top5_acc": 0.99812, "loss_cls": 0.1756, "loss": 0.1756, "time": 0.22425} {"mode": "train", "epoch": 111, "iter": 300, "lr": 0.00411, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97, "top5_acc": 0.99938, "loss_cls": 0.17776, "loss": 0.17776, "time": 0.22648} {"mode": "train", "epoch": 111, "iter": 400, "lr": 0.0041, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96375, "top5_acc": 0.99938, "loss_cls": 0.19832, "loss": 0.19832, "time": 0.22479} {"mode": "train", "epoch": 111, "iter": 500, "lr": 0.0041, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96188, "top5_acc": 0.99875, "loss_cls": 0.20497, "loss": 0.20497, "time": 0.22538} {"mode": "train", "epoch": 111, "iter": 600, "lr": 0.00409, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96562, "top5_acc": 0.99875, "loss_cls": 0.2026, "loss": 0.2026, "time": 0.22558} {"mode": "train", "epoch": 111, "iter": 700, "lr": 0.00408, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.19934, "loss": 0.19934, "time": 0.2243} {"mode": "train", "epoch": 111, "iter": 800, "lr": 0.00407, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.96938, "top5_acc": 0.99812, "loss_cls": 0.19326, "loss": 0.19326, "time": 0.22532} {"mode": "train", "epoch": 111, "iter": 900, "lr": 0.00407, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96062, "top5_acc": 0.99875, "loss_cls": 0.20151, "loss": 0.20151, "time": 0.22646} {"mode": "train", "epoch": 111, "iter": 1000, "lr": 0.00406, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.18223, "loss": 0.18223, "time": 0.22512} {"mode": "train", "epoch": 111, "iter": 1100, "lr": 0.00405, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.9575, "top5_acc": 0.9975, "loss_cls": 0.22293, "loss": 0.22293, "time": 0.22503} {"mode": "train", "epoch": 111, "iter": 1200, "lr": 0.00404, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.955, "top5_acc": 0.99938, "loss_cls": 0.21785, "loss": 0.21785, "time": 0.22402} {"mode": "train", "epoch": 111, "iter": 1300, "lr": 0.00404, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.95125, "top5_acc": 0.99812, "loss_cls": 0.25371, "loss": 0.25371, "time": 0.22463} {"mode": "train", "epoch": 111, "iter": 1400, "lr": 0.00403, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96312, "top5_acc": 0.99812, "loss_cls": 0.20865, "loss": 0.20865, "time": 0.2243} {"mode": "train", "epoch": 111, "iter": 1500, "lr": 0.00402, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.965, "top5_acc": 0.99875, "loss_cls": 0.20008, "loss": 0.20008, "time": 0.22352} {"mode": "train", "epoch": 111, "iter": 1600, "lr": 0.00401, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97375, "top5_acc": 0.99938, "loss_cls": 0.17246, "loss": 0.17246, "time": 0.22465} {"mode": "train", "epoch": 111, "iter": 1700, "lr": 0.004, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96875, "top5_acc": 0.99812, "loss_cls": 0.18318, "loss": 0.18318, "time": 0.22564} {"mode": "train", "epoch": 111, "iter": 1800, "lr": 0.004, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.9775, "top5_acc": 0.99875, "loss_cls": 0.14586, "loss": 0.14586, "time": 0.22581} {"mode": "train", "epoch": 111, "iter": 1900, "lr": 0.00399, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.96312, "top5_acc": 0.99625, "loss_cls": 0.18332, "loss": 0.18332, "time": 0.22515} {"mode": "train", "epoch": 111, "iter": 2000, "lr": 0.00398, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9575, "top5_acc": 0.99875, "loss_cls": 0.22172, "loss": 0.22172, "time": 0.22471} {"mode": "train", "epoch": 111, "iter": 2100, "lr": 0.00397, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95875, "top5_acc": 0.99812, "loss_cls": 0.22107, "loss": 0.22107, "time": 0.22491} {"mode": "train", "epoch": 111, "iter": 2200, "lr": 0.00397, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.96312, "top5_acc": 0.9975, "loss_cls": 0.20438, "loss": 0.20438, "time": 0.22478} {"mode": "train", "epoch": 111, "iter": 2300, "lr": 0.00396, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9625, "top5_acc": 0.9975, "loss_cls": 0.21745, "loss": 0.21745, "time": 0.22559} {"mode": "train", "epoch": 111, "iter": 2400, "lr": 0.00395, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95688, "top5_acc": 0.99625, "loss_cls": 0.23977, "loss": 0.23977, "time": 0.22492} {"mode": "train", "epoch": 111, "iter": 2500, "lr": 0.00394, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.95062, "top5_acc": 0.99438, "loss_cls": 0.25752, "loss": 0.25752, "time": 0.22561} {"mode": "val", "epoch": 111, "iter": 1031, "lr": 0.00394, "top1_acc": 0.84582, "top5_acc": 0.97459} {"mode": "train", "epoch": 112, "iter": 100, "lr": 0.00394, "memory": 6525, "data_time": 0.18954, "top1_acc": 0.97, "top5_acc": 0.99812, "loss_cls": 0.16768, "loss": 0.16768, "time": 0.41533} {"mode": "train", "epoch": 112, "iter": 200, "lr": 0.00393, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97312, "top5_acc": 0.99875, "loss_cls": 0.16944, "loss": 0.16944, "time": 0.22394} {"mode": "train", "epoch": 112, "iter": 300, "lr": 0.00392, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96562, "top5_acc": 0.99875, "loss_cls": 0.19336, "loss": 0.19336, "time": 0.22418} {"mode": "train", "epoch": 112, "iter": 400, "lr": 0.00391, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96375, "top5_acc": 0.9975, "loss_cls": 0.19383, "loss": 0.19383, "time": 0.22621} {"mode": "train", "epoch": 112, "iter": 500, "lr": 0.00391, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96438, "top5_acc": 0.99938, "loss_cls": 0.18151, "loss": 0.18151, "time": 0.22449} {"mode": "train", "epoch": 112, "iter": 600, "lr": 0.0039, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.18114, "loss": 0.18114, "time": 0.22413} {"mode": "train", "epoch": 112, "iter": 700, "lr": 0.00389, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.19054, "loss": 0.19054, "time": 0.22505} {"mode": "train", "epoch": 112, "iter": 800, "lr": 0.00388, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.17877, "loss": 0.17877, "time": 0.22507} {"mode": "train", "epoch": 112, "iter": 900, "lr": 0.00387, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96562, "top5_acc": 0.99875, "loss_cls": 0.17186, "loss": 0.17186, "time": 0.22502} {"mode": "train", "epoch": 112, "iter": 1000, "lr": 0.00387, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.965, "top5_acc": 0.99625, "loss_cls": 0.18428, "loss": 0.18428, "time": 0.22538} {"mode": "train", "epoch": 112, "iter": 1100, "lr": 0.00386, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.17598, "loss": 0.17598, "time": 0.22511} {"mode": "train", "epoch": 112, "iter": 1200, "lr": 0.00385, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.96438, "top5_acc": 0.9975, "loss_cls": 0.19312, "loss": 0.19312, "time": 0.22517} {"mode": "train", "epoch": 112, "iter": 1300, "lr": 0.00384, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96375, "top5_acc": 0.9975, "loss_cls": 0.20072, "loss": 0.20072, "time": 0.22424} {"mode": "train", "epoch": 112, "iter": 1400, "lr": 0.00384, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.96312, "top5_acc": 0.99812, "loss_cls": 0.19511, "loss": 0.19511, "time": 0.225} {"mode": "train", "epoch": 112, "iter": 1500, "lr": 0.00383, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9625, "top5_acc": 0.99688, "loss_cls": 0.19466, "loss": 0.19466, "time": 0.22481} {"mode": "train", "epoch": 112, "iter": 1600, "lr": 0.00382, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9725, "top5_acc": 0.99875, "loss_cls": 0.16368, "loss": 0.16368, "time": 0.2251} {"mode": "train", "epoch": 112, "iter": 1700, "lr": 0.00381, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.97375, "top5_acc": 0.99875, "loss_cls": 0.15721, "loss": 0.15721, "time": 0.22553} {"mode": "train", "epoch": 112, "iter": 1800, "lr": 0.00381, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.965, "top5_acc": 0.9975, "loss_cls": 0.18968, "loss": 0.18968, "time": 0.22471} {"mode": "train", "epoch": 112, "iter": 1900, "lr": 0.0038, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.96062, "top5_acc": 0.99875, "loss_cls": 0.18819, "loss": 0.18819, "time": 0.22543} {"mode": "train", "epoch": 112, "iter": 2000, "lr": 0.00379, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95938, "top5_acc": 0.99812, "loss_cls": 0.20906, "loss": 0.20906, "time": 0.22576} {"mode": "train", "epoch": 112, "iter": 2100, "lr": 0.00378, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96688, "top5_acc": 0.99938, "loss_cls": 0.19365, "loss": 0.19365, "time": 0.2251} {"mode": "train", "epoch": 112, "iter": 2200, "lr": 0.00378, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.96688, "top5_acc": 0.99938, "loss_cls": 0.18652, "loss": 0.18652, "time": 0.22512} {"mode": "train", "epoch": 112, "iter": 2300, "lr": 0.00377, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96812, "top5_acc": 0.99875, "loss_cls": 0.18841, "loss": 0.18841, "time": 0.22485} {"mode": "train", "epoch": 112, "iter": 2400, "lr": 0.00376, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95125, "top5_acc": 0.99938, "loss_cls": 0.2196, "loss": 0.2196, "time": 0.22587} {"mode": "train", "epoch": 112, "iter": 2500, "lr": 0.00375, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96562, "top5_acc": 0.99938, "loss_cls": 0.18984, "loss": 0.18984, "time": 0.22452} {"mode": "val", "epoch": 112, "iter": 1031, "lr": 0.00375, "top1_acc": 0.85953, "top5_acc": 0.97695} {"mode": "train", "epoch": 113, "iter": 100, "lr": 0.00375, "memory": 6525, "data_time": 0.19031, "top1_acc": 0.96812, "top5_acc": 0.99812, "loss_cls": 0.17639, "loss": 0.17639, "time": 0.41452} {"mode": "train", "epoch": 113, "iter": 200, "lr": 0.00374, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96938, "top5_acc": 0.9975, "loss_cls": 0.16841, "loss": 0.16841, "time": 0.2243} {"mode": "train", "epoch": 113, "iter": 300, "lr": 0.00373, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.13443, "loss": 0.13443, "time": 0.22363} {"mode": "train", "epoch": 113, "iter": 400, "lr": 0.00372, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.14505, "loss": 0.14505, "time": 0.22523} {"mode": "train", "epoch": 113, "iter": 500, "lr": 0.00372, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.15371, "loss": 0.15371, "time": 0.22462} {"mode": "train", "epoch": 113, "iter": 600, "lr": 0.00371, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.96312, "top5_acc": 0.99875, "loss_cls": 0.17605, "loss": 0.17605, "time": 0.22442} {"mode": "train", "epoch": 113, "iter": 700, "lr": 0.0037, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.17473, "loss": 0.17473, "time": 0.22546} {"mode": "train", "epoch": 113, "iter": 800, "lr": 0.00369, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96812, "top5_acc": 0.99875, "loss_cls": 0.17345, "loss": 0.17345, "time": 0.22496} {"mode": "train", "epoch": 113, "iter": 900, "lr": 0.00369, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.9675, "top5_acc": 0.99812, "loss_cls": 0.17963, "loss": 0.17963, "time": 0.22548} {"mode": "train", "epoch": 113, "iter": 1000, "lr": 0.00368, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.97875, "top5_acc": 0.99875, "loss_cls": 0.14016, "loss": 0.14016, "time": 0.22507} {"mode": "train", "epoch": 113, "iter": 1100, "lr": 0.00367, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.16254, "loss": 0.16254, "time": 0.22506} {"mode": "train", "epoch": 113, "iter": 1200, "lr": 0.00367, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.96625, "top5_acc": 0.9975, "loss_cls": 0.17464, "loss": 0.17464, "time": 0.22493} {"mode": "train", "epoch": 113, "iter": 1300, "lr": 0.00366, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9675, "top5_acc": 0.99938, "loss_cls": 0.18302, "loss": 0.18302, "time": 0.22507} {"mode": "train", "epoch": 113, "iter": 1400, "lr": 0.00365, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.96875, "top5_acc": 0.99938, "loss_cls": 0.17856, "loss": 0.17856, "time": 0.22553} {"mode": "train", "epoch": 113, "iter": 1500, "lr": 0.00364, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.9625, "top5_acc": 0.99875, "loss_cls": 0.20239, "loss": 0.20239, "time": 0.22554} {"mode": "train", "epoch": 113, "iter": 1600, "lr": 0.00364, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96688, "top5_acc": 0.9975, "loss_cls": 0.17699, "loss": 0.17699, "time": 0.22507} {"mode": "train", "epoch": 113, "iter": 1700, "lr": 0.00363, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.1553, "loss": 0.1553, "time": 0.22468} {"mode": "train", "epoch": 113, "iter": 1800, "lr": 0.00362, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9675, "top5_acc": 0.9975, "loss_cls": 0.17579, "loss": 0.17579, "time": 0.22575} {"mode": "train", "epoch": 113, "iter": 1900, "lr": 0.00361, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96188, "top5_acc": 0.99625, "loss_cls": 0.20239, "loss": 0.20239, "time": 0.22541} {"mode": "train", "epoch": 113, "iter": 2000, "lr": 0.00361, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94688, "top5_acc": 0.99938, "loss_cls": 0.24577, "loss": 0.24577, "time": 0.22503} {"mode": "train", "epoch": 113, "iter": 2100, "lr": 0.0036, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97375, "top5_acc": 0.99812, "loss_cls": 0.15933, "loss": 0.15933, "time": 0.22451} {"mode": "train", "epoch": 113, "iter": 2200, "lr": 0.00359, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.96125, "top5_acc": 1.0, "loss_cls": 0.18653, "loss": 0.18653, "time": 0.22532} {"mode": "train", "epoch": 113, "iter": 2300, "lr": 0.00358, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.16898, "loss": 0.16898, "time": 0.22458} {"mode": "train", "epoch": 113, "iter": 2400, "lr": 0.00358, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97375, "top5_acc": 0.99938, "loss_cls": 0.15443, "loss": 0.15443, "time": 0.22571} {"mode": "train", "epoch": 113, "iter": 2500, "lr": 0.00357, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.9575, "top5_acc": 0.99875, "loss_cls": 0.20396, "loss": 0.20396, "time": 0.22487} {"mode": "val", "epoch": 113, "iter": 1031, "lr": 0.00357, "top1_acc": 0.85765, "top5_acc": 0.97683} {"mode": "train", "epoch": 114, "iter": 100, "lr": 0.00356, "memory": 6525, "data_time": 0.18781, "top1_acc": 0.97188, "top5_acc": 0.99812, "loss_cls": 0.16665, "loss": 0.16665, "time": 0.41293} {"mode": "train", "epoch": 114, "iter": 200, "lr": 0.00355, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.97312, "top5_acc": 0.99875, "loss_cls": 0.16491, "loss": 0.16491, "time": 0.22485} {"mode": "train", "epoch": 114, "iter": 300, "lr": 0.00355, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.1446, "loss": 0.1446, "time": 0.22513} {"mode": "train", "epoch": 114, "iter": 400, "lr": 0.00354, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.9525, "top5_acc": 0.99938, "loss_cls": 0.22088, "loss": 0.22088, "time": 0.22583} {"mode": "train", "epoch": 114, "iter": 500, "lr": 0.00353, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.17769, "loss": 0.17769, "time": 0.22591} {"mode": "train", "epoch": 114, "iter": 600, "lr": 0.00353, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97125, "top5_acc": 0.99875, "loss_cls": 0.16466, "loss": 0.16466, "time": 0.22584} {"mode": "train", "epoch": 114, "iter": 700, "lr": 0.00352, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.15446, "loss": 0.15446, "time": 0.22572} {"mode": "train", "epoch": 114, "iter": 800, "lr": 0.00351, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.15081, "loss": 0.15081, "time": 0.22529} {"mode": "train", "epoch": 114, "iter": 900, "lr": 0.0035, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.95938, "top5_acc": 0.99938, "loss_cls": 0.20546, "loss": 0.20546, "time": 0.22448} {"mode": "train", "epoch": 114, "iter": 1000, "lr": 0.0035, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9575, "top5_acc": 0.99812, "loss_cls": 0.20024, "loss": 0.20024, "time": 0.22509} {"mode": "train", "epoch": 114, "iter": 1100, "lr": 0.00349, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.17672, "loss": 0.17672, "time": 0.22541} {"mode": "train", "epoch": 114, "iter": 1200, "lr": 0.00348, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96188, "top5_acc": 0.99875, "loss_cls": 0.20246, "loss": 0.20246, "time": 0.2243} {"mode": "train", "epoch": 114, "iter": 1300, "lr": 0.00347, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.95875, "top5_acc": 0.99812, "loss_cls": 0.19058, "loss": 0.19058, "time": 0.22491} {"mode": "train", "epoch": 114, "iter": 1400, "lr": 0.00347, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96688, "top5_acc": 0.99938, "loss_cls": 0.16851, "loss": 0.16851, "time": 0.22404} {"mode": "train", "epoch": 114, "iter": 1500, "lr": 0.00346, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96062, "top5_acc": 0.99875, "loss_cls": 0.19837, "loss": 0.19837, "time": 0.2242} {"mode": "train", "epoch": 114, "iter": 1600, "lr": 0.00345, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.965, "top5_acc": 0.99875, "loss_cls": 0.18027, "loss": 0.18027, "time": 0.22432} {"mode": "train", "epoch": 114, "iter": 1700, "lr": 0.00345, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96125, "top5_acc": 0.99875, "loss_cls": 0.20329, "loss": 0.20329, "time": 0.22434} {"mode": "train", "epoch": 114, "iter": 1800, "lr": 0.00344, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.95312, "top5_acc": 0.99812, "loss_cls": 0.22727, "loss": 0.22727, "time": 0.225} {"mode": "train", "epoch": 114, "iter": 1900, "lr": 0.00343, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96125, "top5_acc": 0.99688, "loss_cls": 0.20627, "loss": 0.20627, "time": 0.22536} {"mode": "train", "epoch": 114, "iter": 2000, "lr": 0.00342, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97625, "top5_acc": 0.99938, "loss_cls": 0.15719, "loss": 0.15719, "time": 0.22543} {"mode": "train", "epoch": 114, "iter": 2100, "lr": 0.00342, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96688, "top5_acc": 0.9975, "loss_cls": 0.17462, "loss": 0.17462, "time": 0.22497} {"mode": "train", "epoch": 114, "iter": 2200, "lr": 0.00341, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.95875, "top5_acc": 1.0, "loss_cls": 0.18335, "loss": 0.18335, "time": 0.22642} {"mode": "train", "epoch": 114, "iter": 2300, "lr": 0.0034, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96812, "top5_acc": 0.99875, "loss_cls": 0.19793, "loss": 0.19793, "time": 0.22523} {"mode": "train", "epoch": 114, "iter": 2400, "lr": 0.0034, "memory": 6525, "data_time": 0.00061, "top1_acc": 0.9575, "top5_acc": 0.99625, "loss_cls": 0.22325, "loss": 0.22325, "time": 0.22568} {"mode": "train", "epoch": 114, "iter": 2500, "lr": 0.00339, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.96938, "top5_acc": 0.99812, "loss_cls": 0.18086, "loss": 0.18086, "time": 0.225} {"mode": "val", "epoch": 114, "iter": 1031, "lr": 0.00339, "top1_acc": 0.85989, "top5_acc": 0.97477} {"mode": "train", "epoch": 115, "iter": 100, "lr": 0.00338, "memory": 6525, "data_time": 0.18956, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.13412, "loss": 0.13412, "time": 0.41376} {"mode": "train", "epoch": 115, "iter": 200, "lr": 0.00337, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98125, "top5_acc": 0.99938, "loss_cls": 0.12081, "loss": 0.12081, "time": 0.22408} {"mode": "train", "epoch": 115, "iter": 300, "lr": 0.00337, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9725, "top5_acc": 0.99875, "loss_cls": 0.15859, "loss": 0.15859, "time": 0.22476} {"mode": "train", "epoch": 115, "iter": 400, "lr": 0.00336, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.14974, "loss": 0.14974, "time": 0.22464} {"mode": "train", "epoch": 115, "iter": 500, "lr": 0.00335, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.975, "top5_acc": 0.99812, "loss_cls": 0.14746, "loss": 0.14746, "time": 0.22542} {"mode": "train", "epoch": 115, "iter": 600, "lr": 0.00335, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.97625, "top5_acc": 0.99875, "loss_cls": 0.14922, "loss": 0.14922, "time": 0.2255} {"mode": "train", "epoch": 115, "iter": 700, "lr": 0.00334, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.18569, "loss": 0.18569, "time": 0.22525} {"mode": "train", "epoch": 115, "iter": 800, "lr": 0.00333, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.96375, "top5_acc": 0.99812, "loss_cls": 0.18104, "loss": 0.18104, "time": 0.22465} {"mode": "train", "epoch": 115, "iter": 900, "lr": 0.00332, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96188, "top5_acc": 0.99875, "loss_cls": 0.1881, "loss": 0.1881, "time": 0.22435} {"mode": "train", "epoch": 115, "iter": 1000, "lr": 0.00332, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96438, "top5_acc": 0.99812, "loss_cls": 0.18636, "loss": 0.18636, "time": 0.22427} {"mode": "train", "epoch": 115, "iter": 1100, "lr": 0.00331, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.96312, "top5_acc": 0.99812, "loss_cls": 0.1881, "loss": 0.1881, "time": 0.22499} {"mode": "train", "epoch": 115, "iter": 1200, "lr": 0.0033, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 0.18975, "loss": 0.18975, "time": 0.22466} {"mode": "train", "epoch": 115, "iter": 1300, "lr": 0.0033, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.16434, "loss": 0.16434, "time": 0.2248} {"mode": "train", "epoch": 115, "iter": 1400, "lr": 0.00329, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.9725, "top5_acc": 0.99688, "loss_cls": 0.18199, "loss": 0.18199, "time": 0.22441} {"mode": "train", "epoch": 115, "iter": 1500, "lr": 0.00328, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97125, "top5_acc": 0.99938, "loss_cls": 0.16422, "loss": 0.16422, "time": 0.22466} {"mode": "train", "epoch": 115, "iter": 1600, "lr": 0.00327, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9625, "top5_acc": 0.99938, "loss_cls": 0.19104, "loss": 0.19104, "time": 0.22507} {"mode": "train", "epoch": 115, "iter": 1700, "lr": 0.00327, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96625, "top5_acc": 0.99938, "loss_cls": 0.18333, "loss": 0.18333, "time": 0.2252} {"mode": "train", "epoch": 115, "iter": 1800, "lr": 0.00326, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.15396, "loss": 0.15396, "time": 0.22569} {"mode": "train", "epoch": 115, "iter": 1900, "lr": 0.00325, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96688, "top5_acc": 0.99875, "loss_cls": 0.17904, "loss": 0.17904, "time": 0.22533} {"mode": "train", "epoch": 115, "iter": 2000, "lr": 0.00325, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.97438, "top5_acc": 0.99938, "loss_cls": 0.16039, "loss": 0.16039, "time": 0.22497} {"mode": "train", "epoch": 115, "iter": 2100, "lr": 0.00324, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9725, "top5_acc": 0.99938, "loss_cls": 0.16393, "loss": 0.16393, "time": 0.22579} {"mode": "train", "epoch": 115, "iter": 2200, "lr": 0.00323, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.1622, "loss": 0.1622, "time": 0.22602} {"mode": "train", "epoch": 115, "iter": 2300, "lr": 0.00323, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96688, "top5_acc": 0.99938, "loss_cls": 0.1873, "loss": 0.1873, "time": 0.22533} {"mode": "train", "epoch": 115, "iter": 2400, "lr": 0.00322, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.9625, "top5_acc": 0.99875, "loss_cls": 0.18205, "loss": 0.18205, "time": 0.22541} {"mode": "train", "epoch": 115, "iter": 2500, "lr": 0.00321, "memory": 6525, "data_time": 0.00034, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.16103, "loss": 0.16103, "time": 0.22527} {"mode": "val", "epoch": 115, "iter": 1031, "lr": 0.00321, "top1_acc": 0.86195, "top5_acc": 0.97695} {"mode": "train", "epoch": 116, "iter": 100, "lr": 0.0032, "memory": 6525, "data_time": 0.19014, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.13775, "loss": 0.13775, "time": 0.41503} {"mode": "train", "epoch": 116, "iter": 200, "lr": 0.0032, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97438, "top5_acc": 0.99875, "loss_cls": 0.1571, "loss": 0.1571, "time": 0.22515} {"mode": "train", "epoch": 116, "iter": 300, "lr": 0.00319, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.97562, "top5_acc": 0.99875, "loss_cls": 0.14459, "loss": 0.14459, "time": 0.22442} {"mode": "train", "epoch": 116, "iter": 400, "lr": 0.00318, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97812, "top5_acc": 0.99938, "loss_cls": 0.12486, "loss": 0.12486, "time": 0.22537} {"mode": "train", "epoch": 116, "iter": 500, "lr": 0.00318, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.9725, "top5_acc": 0.99812, "loss_cls": 0.16452, "loss": 0.16452, "time": 0.22596} {"mode": "train", "epoch": 116, "iter": 600, "lr": 0.00317, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.14947, "loss": 0.14947, "time": 0.22596} {"mode": "train", "epoch": 116, "iter": 700, "lr": 0.00316, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.1535, "loss": 0.1535, "time": 0.2255} {"mode": "train", "epoch": 116, "iter": 800, "lr": 0.00316, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.97812, "top5_acc": 0.99875, "loss_cls": 0.14902, "loss": 0.14902, "time": 0.22578} {"mode": "train", "epoch": 116, "iter": 900, "lr": 0.00315, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97312, "top5_acc": 0.99875, "loss_cls": 0.17447, "loss": 0.17447, "time": 0.22393} {"mode": "train", "epoch": 116, "iter": 1000, "lr": 0.00314, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.97625, "top5_acc": 0.99812, "loss_cls": 0.14636, "loss": 0.14636, "time": 0.22557} {"mode": "train", "epoch": 116, "iter": 1100, "lr": 0.00313, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97688, "top5_acc": 0.99875, "loss_cls": 0.14971, "loss": 0.14971, "time": 0.22572} {"mode": "train", "epoch": 116, "iter": 1200, "lr": 0.00313, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.13639, "loss": 0.13639, "time": 0.22481} {"mode": "train", "epoch": 116, "iter": 1300, "lr": 0.00312, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.13851, "loss": 0.13851, "time": 0.22614} {"mode": "train", "epoch": 116, "iter": 1400, "lr": 0.00311, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97625, "top5_acc": 0.99875, "loss_cls": 0.1422, "loss": 0.1422, "time": 0.22466} {"mode": "train", "epoch": 116, "iter": 1500, "lr": 0.00311, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.1468, "loss": 0.1468, "time": 0.22512} {"mode": "train", "epoch": 116, "iter": 1600, "lr": 0.0031, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.12357, "loss": 0.12357, "time": 0.22648} {"mode": "train", "epoch": 116, "iter": 1700, "lr": 0.00309, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.13485, "loss": 0.13485, "time": 0.22486} {"mode": "train", "epoch": 116, "iter": 1800, "lr": 0.00309, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97562, "top5_acc": 0.99938, "loss_cls": 0.15421, "loss": 0.15421, "time": 0.22507} {"mode": "train", "epoch": 116, "iter": 1900, "lr": 0.00308, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.97, "top5_acc": 1.0, "loss_cls": 0.1712, "loss": 0.1712, "time": 0.22456} {"mode": "train", "epoch": 116, "iter": 2000, "lr": 0.00307, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.16405, "loss": 0.16405, "time": 0.22452} {"mode": "train", "epoch": 116, "iter": 2100, "lr": 0.00307, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.97938, "top5_acc": 0.99875, "loss_cls": 0.15139, "loss": 0.15139, "time": 0.22579} {"mode": "train", "epoch": 116, "iter": 2200, "lr": 0.00306, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.17088, "loss": 0.17088, "time": 0.22545} {"mode": "train", "epoch": 116, "iter": 2300, "lr": 0.00305, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96688, "top5_acc": 0.99938, "loss_cls": 0.17174, "loss": 0.17174, "time": 0.22514} {"mode": "train", "epoch": 116, "iter": 2400, "lr": 0.00304, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96875, "top5_acc": 0.99938, "loss_cls": 0.16332, "loss": 0.16332, "time": 0.2259} {"mode": "train", "epoch": 116, "iter": 2500, "lr": 0.00304, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.17506, "loss": 0.17506, "time": 0.22489} {"mode": "val", "epoch": 116, "iter": 1031, "lr": 0.00304, "top1_acc": 0.83969, "top5_acc": 0.97119} {"mode": "train", "epoch": 117, "iter": 100, "lr": 0.00303, "memory": 6525, "data_time": 0.18544, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.14046, "loss": 0.14046, "time": 0.41014} {"mode": "train", "epoch": 117, "iter": 200, "lr": 0.00302, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98188, "top5_acc": 0.99938, "loss_cls": 0.12284, "loss": 0.12284, "time": 0.22445} {"mode": "train", "epoch": 117, "iter": 300, "lr": 0.00302, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.97812, "top5_acc": 0.99938, "loss_cls": 0.13072, "loss": 0.13072, "time": 0.22468} {"mode": "train", "epoch": 117, "iter": 400, "lr": 0.00301, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.13143, "loss": 0.13143, "time": 0.22444} {"mode": "train", "epoch": 117, "iter": 500, "lr": 0.003, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.96875, "top5_acc": 0.9975, "loss_cls": 0.17096, "loss": 0.17096, "time": 0.22481} {"mode": "train", "epoch": 117, "iter": 600, "lr": 0.003, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.15443, "loss": 0.15443, "time": 0.22492} {"mode": "train", "epoch": 117, "iter": 700, "lr": 0.00299, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.12304, "loss": 0.12304, "time": 0.2255} {"mode": "train", "epoch": 117, "iter": 800, "lr": 0.00298, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.14677, "loss": 0.14677, "time": 0.22647} {"mode": "train", "epoch": 117, "iter": 900, "lr": 0.00298, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.12797, "loss": 0.12797, "time": 0.22545} {"mode": "train", "epoch": 117, "iter": 1000, "lr": 0.00297, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.11947, "loss": 0.11947, "time": 0.22503} {"mode": "train", "epoch": 117, "iter": 1100, "lr": 0.00296, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.13088, "loss": 0.13088, "time": 0.22477} {"mode": "train", "epoch": 117, "iter": 1200, "lr": 0.00296, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.97562, "top5_acc": 0.99812, "loss_cls": 0.14285, "loss": 0.14285, "time": 0.225} {"mode": "train", "epoch": 117, "iter": 1300, "lr": 0.00295, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.13189, "loss": 0.13189, "time": 0.22491} {"mode": "train", "epoch": 117, "iter": 1400, "lr": 0.00294, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97, "top5_acc": 1.0, "loss_cls": 0.14791, "loss": 0.14791, "time": 0.22421} {"mode": "train", "epoch": 117, "iter": 1500, "lr": 0.00294, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.98125, "top5_acc": 0.99875, "loss_cls": 0.1254, "loss": 0.1254, "time": 0.22476} {"mode": "train", "epoch": 117, "iter": 1600, "lr": 0.00293, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.12449, "loss": 0.12449, "time": 0.22605} {"mode": "train", "epoch": 117, "iter": 1700, "lr": 0.00292, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.15057, "loss": 0.15057, "time": 0.22413} {"mode": "train", "epoch": 117, "iter": 1800, "lr": 0.00292, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97688, "top5_acc": 0.99875, "loss_cls": 0.14019, "loss": 0.14019, "time": 0.22494} {"mode": "train", "epoch": 117, "iter": 1900, "lr": 0.00291, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97812, "top5_acc": 0.99938, "loss_cls": 0.12455, "loss": 0.12455, "time": 0.22642} {"mode": "train", "epoch": 117, "iter": 2000, "lr": 0.0029, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.15885, "loss": 0.15885, "time": 0.2252} {"mode": "train", "epoch": 117, "iter": 2100, "lr": 0.0029, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97625, "top5_acc": 0.99938, "loss_cls": 0.14324, "loss": 0.14324, "time": 0.22478} {"mode": "train", "epoch": 117, "iter": 2200, "lr": 0.00289, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.14342, "loss": 0.14342, "time": 0.2245} {"mode": "train", "epoch": 117, "iter": 2300, "lr": 0.00288, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.14616, "loss": 0.14616, "time": 0.22554} {"mode": "train", "epoch": 117, "iter": 2400, "lr": 0.00288, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.16648, "loss": 0.16648, "time": 0.22512} {"mode": "train", "epoch": 117, "iter": 2500, "lr": 0.00287, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.96688, "top5_acc": 0.99875, "loss_cls": 0.17697, "loss": 0.17697, "time": 0.22515} {"mode": "val", "epoch": 117, "iter": 1031, "lr": 0.00287, "top1_acc": 0.8605, "top5_acc": 0.97622} {"mode": "train", "epoch": 118, "iter": 100, "lr": 0.00286, "memory": 6525, "data_time": 0.18793, "top1_acc": 0.98062, "top5_acc": 0.99875, "loss_cls": 0.1188, "loss": 0.1188, "time": 0.41335} {"mode": "train", "epoch": 118, "iter": 200, "lr": 0.00286, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.11237, "loss": 0.11237, "time": 0.2258} {"mode": "train", "epoch": 118, "iter": 300, "lr": 0.00285, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.09971, "loss": 0.09971, "time": 0.22416} {"mode": "train", "epoch": 118, "iter": 400, "lr": 0.00284, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.10147, "loss": 0.10147, "time": 0.22532} {"mode": "train", "epoch": 118, "iter": 500, "lr": 0.00284, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.1158, "loss": 0.1158, "time": 0.22463} {"mode": "train", "epoch": 118, "iter": 600, "lr": 0.00283, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.12371, "loss": 0.12371, "time": 0.22618} {"mode": "train", "epoch": 118, "iter": 700, "lr": 0.00282, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.09522, "loss": 0.09522, "time": 0.2255} {"mode": "train", "epoch": 118, "iter": 800, "lr": 0.00282, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98125, "top5_acc": 0.99875, "loss_cls": 0.13916, "loss": 0.13916, "time": 0.22587} {"mode": "train", "epoch": 118, "iter": 900, "lr": 0.00281, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.10827, "loss": 0.10827, "time": 0.22508} {"mode": "train", "epoch": 118, "iter": 1000, "lr": 0.0028, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.13237, "loss": 0.13237, "time": 0.22401} {"mode": "train", "epoch": 118, "iter": 1100, "lr": 0.0028, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97812, "top5_acc": 0.99875, "loss_cls": 0.12935, "loss": 0.12935, "time": 0.22461} {"mode": "train", "epoch": 118, "iter": 1200, "lr": 0.00279, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.985, "top5_acc": 0.99938, "loss_cls": 0.10196, "loss": 0.10196, "time": 0.22406} {"mode": "train", "epoch": 118, "iter": 1300, "lr": 0.00278, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.1357, "loss": 0.1357, "time": 0.22501} {"mode": "train", "epoch": 118, "iter": 1400, "lr": 0.00278, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97375, "top5_acc": 0.99875, "loss_cls": 0.13516, "loss": 0.13516, "time": 0.22399} {"mode": "train", "epoch": 118, "iter": 1500, "lr": 0.00277, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.9725, "top5_acc": 0.99938, "loss_cls": 0.14646, "loss": 0.14646, "time": 0.22453} {"mode": "train", "epoch": 118, "iter": 1600, "lr": 0.00276, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.14078, "loss": 0.14078, "time": 0.22441} {"mode": "train", "epoch": 118, "iter": 1700, "lr": 0.00276, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.14061, "loss": 0.14061, "time": 0.22469} {"mode": "train", "epoch": 118, "iter": 1800, "lr": 0.00275, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.18324, "loss": 0.18324, "time": 0.22541} {"mode": "train", "epoch": 118, "iter": 1900, "lr": 0.00274, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98125, "top5_acc": 0.99938, "loss_cls": 0.11651, "loss": 0.11651, "time": 0.22499} {"mode": "train", "epoch": 118, "iter": 2000, "lr": 0.00274, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98312, "top5_acc": 0.99875, "loss_cls": 0.12765, "loss": 0.12765, "time": 0.22408} {"mode": "train", "epoch": 118, "iter": 2100, "lr": 0.00273, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.14327, "loss": 0.14327, "time": 0.22498} {"mode": "train", "epoch": 118, "iter": 2200, "lr": 0.00272, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9725, "top5_acc": 0.99812, "loss_cls": 0.16191, "loss": 0.16191, "time": 0.22559} {"mode": "train", "epoch": 118, "iter": 2300, "lr": 0.00272, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97938, "top5_acc": 0.99875, "loss_cls": 0.13214, "loss": 0.13214, "time": 0.22496} {"mode": "train", "epoch": 118, "iter": 2400, "lr": 0.00271, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9775, "top5_acc": 0.99875, "loss_cls": 0.15091, "loss": 0.15091, "time": 0.2238} {"mode": "train", "epoch": 118, "iter": 2500, "lr": 0.0027, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.975, "top5_acc": 0.99875, "loss_cls": 0.13841, "loss": 0.13841, "time": 0.22427} {"mode": "val", "epoch": 118, "iter": 1031, "lr": 0.0027, "top1_acc": 0.86165, "top5_acc": 0.9758} {"mode": "train", "epoch": 119, "iter": 100, "lr": 0.0027, "memory": 6525, "data_time": 0.18279, "top1_acc": 0.9875, "top5_acc": 0.99812, "loss_cls": 0.11418, "loss": 0.11418, "time": 0.40806} {"mode": "train", "epoch": 119, "iter": 200, "lr": 0.00269, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.98312, "top5_acc": 0.99938, "loss_cls": 0.10514, "loss": 0.10514, "time": 0.22476} {"mode": "train", "epoch": 119, "iter": 300, "lr": 0.00268, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.10001, "loss": 0.10001, "time": 0.22481} {"mode": "train", "epoch": 119, "iter": 400, "lr": 0.00268, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98188, "top5_acc": 0.99938, "loss_cls": 0.11476, "loss": 0.11476, "time": 0.22391} {"mode": "train", "epoch": 119, "iter": 500, "lr": 0.00267, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.97625, "top5_acc": 0.99875, "loss_cls": 0.13302, "loss": 0.13302, "time": 0.22383} {"mode": "train", "epoch": 119, "iter": 600, "lr": 0.00267, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.98, "top5_acc": 0.99875, "loss_cls": 0.13065, "loss": 0.13065, "time": 0.22404} {"mode": "train", "epoch": 119, "iter": 700, "lr": 0.00266, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98, "top5_acc": 0.99938, "loss_cls": 0.13431, "loss": 0.13431, "time": 0.22435} {"mode": "train", "epoch": 119, "iter": 800, "lr": 0.00265, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.1182, "loss": 0.1182, "time": 0.22681} {"mode": "train", "epoch": 119, "iter": 900, "lr": 0.00265, "memory": 6525, "data_time": 0.00033, "top1_acc": 0.98188, "top5_acc": 0.99938, "loss_cls": 0.12325, "loss": 0.12325, "time": 0.22691} {"mode": "train", "epoch": 119, "iter": 1000, "lr": 0.00264, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.1092, "loss": 0.1092, "time": 0.22526} {"mode": "train", "epoch": 119, "iter": 1100, "lr": 0.00263, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.12253, "loss": 0.12253, "time": 0.22512} {"mode": "train", "epoch": 119, "iter": 1200, "lr": 0.00263, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.09953, "loss": 0.09953, "time": 0.22415} {"mode": "train", "epoch": 119, "iter": 1300, "lr": 0.00262, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.11426, "loss": 0.11426, "time": 0.22492} {"mode": "train", "epoch": 119, "iter": 1400, "lr": 0.00261, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98375, "top5_acc": 0.99938, "loss_cls": 0.11873, "loss": 0.11873, "time": 0.22398} {"mode": "train", "epoch": 119, "iter": 1500, "lr": 0.00261, "memory": 6525, "data_time": 0.00044, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.11267, "loss": 0.11267, "time": 0.22631} {"mode": "train", "epoch": 119, "iter": 1600, "lr": 0.0026, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.98375, "top5_acc": 0.99875, "loss_cls": 0.11497, "loss": 0.11497, "time": 0.22558} {"mode": "train", "epoch": 119, "iter": 1700, "lr": 0.00259, "memory": 6525, "data_time": 0.00038, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.12951, "loss": 0.12951, "time": 0.22568} {"mode": "train", "epoch": 119, "iter": 1800, "lr": 0.00259, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.12807, "loss": 0.12807, "time": 0.22514} {"mode": "train", "epoch": 119, "iter": 1900, "lr": 0.00258, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.12367, "loss": 0.12367, "time": 0.22466} {"mode": "train", "epoch": 119, "iter": 2000, "lr": 0.00258, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.13621, "loss": 0.13621, "time": 0.22515} {"mode": "train", "epoch": 119, "iter": 2100, "lr": 0.00257, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.11527, "loss": 0.11527, "time": 0.22368} {"mode": "train", "epoch": 119, "iter": 2200, "lr": 0.00256, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.97688, "top5_acc": 0.99812, "loss_cls": 0.13606, "loss": 0.13606, "time": 0.22454} {"mode": "train", "epoch": 119, "iter": 2300, "lr": 0.00256, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.12498, "loss": 0.12498, "time": 0.22418} {"mode": "train", "epoch": 119, "iter": 2400, "lr": 0.00255, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.14752, "loss": 0.14752, "time": 0.22528} {"mode": "train", "epoch": 119, "iter": 2500, "lr": 0.00254, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.11871, "loss": 0.11871, "time": 0.2247} {"mode": "val", "epoch": 119, "iter": 1031, "lr": 0.00254, "top1_acc": 0.86438, "top5_acc": 0.97713} {"mode": "train", "epoch": 120, "iter": 100, "lr": 0.00254, "memory": 6525, "data_time": 0.19042, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.11508, "loss": 0.11508, "time": 0.41598} {"mode": "train", "epoch": 120, "iter": 200, "lr": 0.00253, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.12424, "loss": 0.12424, "time": 0.22534} {"mode": "train", "epoch": 120, "iter": 300, "lr": 0.00252, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.09783, "loss": 0.09783, "time": 0.2248} {"mode": "train", "epoch": 120, "iter": 400, "lr": 0.00252, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.09931, "loss": 0.09931, "time": 0.22416} {"mode": "train", "epoch": 120, "iter": 500, "lr": 0.00251, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.10401, "loss": 0.10401, "time": 0.22443} {"mode": "train", "epoch": 120, "iter": 600, "lr": 0.00251, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.985, "top5_acc": 0.99938, "loss_cls": 0.10021, "loss": 0.10021, "time": 0.22394} {"mode": "train", "epoch": 120, "iter": 700, "lr": 0.0025, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.10801, "loss": 0.10801, "time": 0.22561} {"mode": "train", "epoch": 120, "iter": 800, "lr": 0.00249, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98062, "top5_acc": 0.99938, "loss_cls": 0.11872, "loss": 0.11872, "time": 0.22347} {"mode": "train", "epoch": 120, "iter": 900, "lr": 0.00249, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.10282, "loss": 0.10282, "time": 0.2245} {"mode": "train", "epoch": 120, "iter": 1000, "lr": 0.00248, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.09848, "loss": 0.09848, "time": 0.22395} {"mode": "train", "epoch": 120, "iter": 1100, "lr": 0.00247, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.98062, "top5_acc": 0.99938, "loss_cls": 0.11207, "loss": 0.11207, "time": 0.22505} {"mode": "train", "epoch": 120, "iter": 1200, "lr": 0.00247, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.09505, "loss": 0.09505, "time": 0.22479} {"mode": "train", "epoch": 120, "iter": 1300, "lr": 0.00246, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.09635, "loss": 0.09635, "time": 0.22438} {"mode": "train", "epoch": 120, "iter": 1400, "lr": 0.00246, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.11779, "loss": 0.11779, "time": 0.22437} {"mode": "train", "epoch": 120, "iter": 1500, "lr": 0.00245, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.10248, "loss": 0.10248, "time": 0.225} {"mode": "train", "epoch": 120, "iter": 1600, "lr": 0.00244, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.1069, "loss": 0.1069, "time": 0.22495} {"mode": "train", "epoch": 120, "iter": 1700, "lr": 0.00244, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.09246, "loss": 0.09246, "time": 0.22442} {"mode": "train", "epoch": 120, "iter": 1800, "lr": 0.00243, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9775, "top5_acc": 0.99875, "loss_cls": 0.12812, "loss": 0.12812, "time": 0.22493} {"mode": "train", "epoch": 120, "iter": 1900, "lr": 0.00242, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97938, "top5_acc": 0.99938, "loss_cls": 0.13642, "loss": 0.13642, "time": 0.22445} {"mode": "train", "epoch": 120, "iter": 2000, "lr": 0.00242, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.98062, "top5_acc": 0.99938, "loss_cls": 0.11959, "loss": 0.11959, "time": 0.22514} {"mode": "train", "epoch": 120, "iter": 2100, "lr": 0.00241, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.10726, "loss": 0.10726, "time": 0.22497} {"mode": "train", "epoch": 120, "iter": 2200, "lr": 0.00241, "memory": 6525, "data_time": 0.00034, "top1_acc": 0.97812, "top5_acc": 0.99938, "loss_cls": 0.13018, "loss": 0.13018, "time": 0.22531} {"mode": "train", "epoch": 120, "iter": 2300, "lr": 0.0024, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.14498, "loss": 0.14498, "time": 0.22669} {"mode": "train", "epoch": 120, "iter": 2400, "lr": 0.00239, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98, "top5_acc": 0.99938, "loss_cls": 0.13393, "loss": 0.13393, "time": 0.22608} {"mode": "train", "epoch": 120, "iter": 2500, "lr": 0.00239, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.12721, "loss": 0.12721, "time": 0.22453} {"mode": "val", "epoch": 120, "iter": 1031, "lr": 0.00239, "top1_acc": 0.8625, "top5_acc": 0.9775} {"mode": "train", "epoch": 121, "iter": 100, "lr": 0.00238, "memory": 6525, "data_time": 0.18856, "top1_acc": 0.98562, "top5_acc": 0.99938, "loss_cls": 0.09164, "loss": 0.09164, "time": 0.4138} {"mode": "train", "epoch": 121, "iter": 200, "lr": 0.00238, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.09758, "loss": 0.09758, "time": 0.22569} {"mode": "train", "epoch": 121, "iter": 300, "lr": 0.00237, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.98062, "top5_acc": 0.99938, "loss_cls": 0.11112, "loss": 0.11112, "time": 0.22585} {"mode": "train", "epoch": 121, "iter": 400, "lr": 0.00236, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.07956, "loss": 0.07956, "time": 0.22422} {"mode": "train", "epoch": 121, "iter": 500, "lr": 0.00236, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.08561, "loss": 0.08561, "time": 0.22567} {"mode": "train", "epoch": 121, "iter": 600, "lr": 0.00235, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.09429, "loss": 0.09429, "time": 0.22527} {"mode": "train", "epoch": 121, "iter": 700, "lr": 0.00234, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.10902, "loss": 0.10902, "time": 0.22598} {"mode": "train", "epoch": 121, "iter": 800, "lr": 0.00234, "memory": 6525, "data_time": 0.00038, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.09649, "loss": 0.09649, "time": 0.22562} {"mode": "train", "epoch": 121, "iter": 900, "lr": 0.00233, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.09512, "loss": 0.09512, "time": 0.2249} {"mode": "train", "epoch": 121, "iter": 1000, "lr": 0.00233, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.11986, "loss": 0.11986, "time": 0.22516} {"mode": "train", "epoch": 121, "iter": 1100, "lr": 0.00232, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.12757, "loss": 0.12757, "time": 0.22545} {"mode": "train", "epoch": 121, "iter": 1200, "lr": 0.00231, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.0951, "loss": 0.0951, "time": 0.22517} {"mode": "train", "epoch": 121, "iter": 1300, "lr": 0.00231, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.09308, "loss": 0.09308, "time": 0.22504} {"mode": "train", "epoch": 121, "iter": 1400, "lr": 0.0023, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.985, "top5_acc": 0.99938, "loss_cls": 0.09944, "loss": 0.09944, "time": 0.22503} {"mode": "train", "epoch": 121, "iter": 1500, "lr": 0.0023, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.09244, "loss": 0.09244, "time": 0.22563} {"mode": "train", "epoch": 121, "iter": 1600, "lr": 0.00229, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.98, "top5_acc": 0.99938, "loss_cls": 0.11354, "loss": 0.11354, "time": 0.22577} {"mode": "train", "epoch": 121, "iter": 1700, "lr": 0.00228, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.10847, "loss": 0.10847, "time": 0.22619} {"mode": "train", "epoch": 121, "iter": 1800, "lr": 0.00228, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.09696, "loss": 0.09696, "time": 0.2254} {"mode": "train", "epoch": 121, "iter": 1900, "lr": 0.00227, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.09315, "loss": 0.09315, "time": 0.22591} {"mode": "train", "epoch": 121, "iter": 2000, "lr": 0.00227, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.11391, "loss": 0.11391, "time": 0.22458} {"mode": "train", "epoch": 121, "iter": 2100, "lr": 0.00226, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.11749, "loss": 0.11749, "time": 0.22589} {"mode": "train", "epoch": 121, "iter": 2200, "lr": 0.00225, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98, "top5_acc": 0.99938, "loss_cls": 0.11762, "loss": 0.11762, "time": 0.22475} {"mode": "train", "epoch": 121, "iter": 2300, "lr": 0.00225, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.13552, "loss": 0.13552, "time": 0.22455} {"mode": "train", "epoch": 121, "iter": 2400, "lr": 0.00224, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98375, "top5_acc": 0.99938, "loss_cls": 0.11841, "loss": 0.11841, "time": 0.22504} {"mode": "train", "epoch": 121, "iter": 2500, "lr": 0.00224, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.10158, "loss": 0.10158, "time": 0.22352} {"mode": "val", "epoch": 121, "iter": 1031, "lr": 0.00224, "top1_acc": 0.87906, "top5_acc": 0.98035} {"mode": "train", "epoch": 122, "iter": 100, "lr": 0.00223, "memory": 6525, "data_time": 0.19273, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.08548, "loss": 0.08548, "time": 0.42008} {"mode": "train", "epoch": 122, "iter": 200, "lr": 0.00222, "memory": 6525, "data_time": 0.00034, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.08615, "loss": 0.08615, "time": 0.22444} {"mode": "train", "epoch": 122, "iter": 300, "lr": 0.00222, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.0715, "loss": 0.0715, "time": 0.2251} {"mode": "train", "epoch": 122, "iter": 400, "lr": 0.00221, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08117, "loss": 0.08117, "time": 0.2254} {"mode": "train", "epoch": 122, "iter": 500, "lr": 0.00221, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08393, "loss": 0.08393, "time": 0.22526} {"mode": "train", "epoch": 122, "iter": 600, "lr": 0.0022, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.07704, "loss": 0.07704, "time": 0.22424} {"mode": "train", "epoch": 122, "iter": 700, "lr": 0.00219, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.98562, "top5_acc": 0.99938, "loss_cls": 0.09171, "loss": 0.09171, "time": 0.22604} {"mode": "train", "epoch": 122, "iter": 800, "lr": 0.00219, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.08909, "loss": 0.08909, "time": 0.22507} {"mode": "train", "epoch": 122, "iter": 900, "lr": 0.00218, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08014, "loss": 0.08014, "time": 0.22466} {"mode": "train", "epoch": 122, "iter": 1000, "lr": 0.00218, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.10011, "loss": 0.10011, "time": 0.22443} {"mode": "train", "epoch": 122, "iter": 1100, "lr": 0.00217, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.08829, "loss": 0.08829, "time": 0.22545} {"mode": "train", "epoch": 122, "iter": 1200, "lr": 0.00216, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08298, "loss": 0.08298, "time": 0.22383} {"mode": "train", "epoch": 122, "iter": 1300, "lr": 0.00216, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.07378, "loss": 0.07378, "time": 0.225} {"mode": "train", "epoch": 122, "iter": 1400, "lr": 0.00215, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.09301, "loss": 0.09301, "time": 0.22408} {"mode": "train", "epoch": 122, "iter": 1500, "lr": 0.00215, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.11393, "loss": 0.11393, "time": 0.22471} {"mode": "train", "epoch": 122, "iter": 1600, "lr": 0.00214, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.09406, "loss": 0.09406, "time": 0.22575} {"mode": "train", "epoch": 122, "iter": 1700, "lr": 0.00214, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.09777, "loss": 0.09777, "time": 0.22459} {"mode": "train", "epoch": 122, "iter": 1800, "lr": 0.00213, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.08696, "loss": 0.08696, "time": 0.22528} {"mode": "train", "epoch": 122, "iter": 1900, "lr": 0.00212, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.10393, "loss": 0.10393, "time": 0.2252} {"mode": "train", "epoch": 122, "iter": 2000, "lr": 0.00212, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98312, "top5_acc": 0.99875, "loss_cls": 0.1058, "loss": 0.1058, "time": 0.22584} {"mode": "train", "epoch": 122, "iter": 2100, "lr": 0.00211, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.09305, "loss": 0.09305, "time": 0.22581} {"mode": "train", "epoch": 122, "iter": 2200, "lr": 0.00211, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07904, "loss": 0.07904, "time": 0.2248} {"mode": "train", "epoch": 122, "iter": 2300, "lr": 0.0021, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.10175, "loss": 0.10175, "time": 0.22379} {"mode": "train", "epoch": 122, "iter": 2400, "lr": 0.00209, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08705, "loss": 0.08705, "time": 0.22492} {"mode": "train", "epoch": 122, "iter": 2500, "lr": 0.00209, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98625, "top5_acc": 0.99938, "loss_cls": 0.09911, "loss": 0.09911, "time": 0.22566} {"mode": "val", "epoch": 122, "iter": 1031, "lr": 0.00209, "top1_acc": 0.87257, "top5_acc": 0.98004} {"mode": "train", "epoch": 123, "iter": 100, "lr": 0.00208, "memory": 6525, "data_time": 0.19385, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07789, "loss": 0.07789, "time": 0.4188} {"mode": "train", "epoch": 123, "iter": 200, "lr": 0.00208, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.07825, "loss": 0.07825, "time": 0.2247} {"mode": "train", "epoch": 123, "iter": 300, "lr": 0.00207, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08936, "loss": 0.08936, "time": 0.22544} {"mode": "train", "epoch": 123, "iter": 400, "lr": 0.00207, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.08368, "loss": 0.08368, "time": 0.22576} {"mode": "train", "epoch": 123, "iter": 500, "lr": 0.00206, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.09115, "loss": 0.09115, "time": 0.22613} {"mode": "train", "epoch": 123, "iter": 600, "lr": 0.00205, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.09352, "loss": 0.09352, "time": 0.22443} {"mode": "train", "epoch": 123, "iter": 700, "lr": 0.00205, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.08675, "loss": 0.08675, "time": 0.22492} {"mode": "train", "epoch": 123, "iter": 800, "lr": 0.00204, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08725, "loss": 0.08725, "time": 0.22608} {"mode": "train", "epoch": 123, "iter": 900, "lr": 0.00204, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.08962, "loss": 0.08962, "time": 0.22583} {"mode": "train", "epoch": 123, "iter": 1000, "lr": 0.00203, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.07087, "loss": 0.07087, "time": 0.22449} {"mode": "train", "epoch": 123, "iter": 1100, "lr": 0.00203, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.09049, "loss": 0.09049, "time": 0.22528} {"mode": "train", "epoch": 123, "iter": 1200, "lr": 0.00202, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.07549, "loss": 0.07549, "time": 0.22594} {"mode": "train", "epoch": 123, "iter": 1300, "lr": 0.00201, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.08223, "loss": 0.08223, "time": 0.22567} {"mode": "train", "epoch": 123, "iter": 1400, "lr": 0.00201, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.08672, "loss": 0.08672, "time": 0.225} {"mode": "train", "epoch": 123, "iter": 1500, "lr": 0.002, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.0781, "loss": 0.0781, "time": 0.22541} {"mode": "train", "epoch": 123, "iter": 1600, "lr": 0.002, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.98875, "top5_acc": 0.99938, "loss_cls": 0.08308, "loss": 0.08308, "time": 0.22512} {"mode": "train", "epoch": 123, "iter": 1700, "lr": 0.00199, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98688, "top5_acc": 0.99938, "loss_cls": 0.09598, "loss": 0.09598, "time": 0.22396} {"mode": "train", "epoch": 123, "iter": 1800, "lr": 0.00199, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.08243, "loss": 0.08243, "time": 0.2243} {"mode": "train", "epoch": 123, "iter": 1900, "lr": 0.00198, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9825, "top5_acc": 0.99812, "loss_cls": 0.11226, "loss": 0.11226, "time": 0.22557} {"mode": "train", "epoch": 123, "iter": 2000, "lr": 0.00197, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.09263, "loss": 0.09263, "time": 0.22422} {"mode": "train", "epoch": 123, "iter": 2100, "lr": 0.00197, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.11757, "loss": 0.11757, "time": 0.22476} {"mode": "train", "epoch": 123, "iter": 2200, "lr": 0.00196, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.98375, "top5_acc": 0.99938, "loss_cls": 0.11298, "loss": 0.11298, "time": 0.22425} {"mode": "train", "epoch": 123, "iter": 2300, "lr": 0.00196, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.08987, "loss": 0.08987, "time": 0.22394} {"mode": "train", "epoch": 123, "iter": 2400, "lr": 0.00195, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.08822, "loss": 0.08822, "time": 0.22425} {"mode": "train", "epoch": 123, "iter": 2500, "lr": 0.00195, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.09805, "loss": 0.09805, "time": 0.22465} {"mode": "val", "epoch": 123, "iter": 1031, "lr": 0.00195, "top1_acc": 0.8699, "top5_acc": 0.97707} {"mode": "train", "epoch": 124, "iter": 100, "lr": 0.00194, "memory": 6525, "data_time": 0.19573, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07784, "loss": 0.07784, "time": 0.4199} {"mode": "train", "epoch": 124, "iter": 200, "lr": 0.00193, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.09065, "loss": 0.09065, "time": 0.22487} {"mode": "train", "epoch": 124, "iter": 300, "lr": 0.00193, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.07785, "loss": 0.07785, "time": 0.22653} {"mode": "train", "epoch": 124, "iter": 400, "lr": 0.00192, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.08547, "loss": 0.08547, "time": 0.22533} {"mode": "train", "epoch": 124, "iter": 500, "lr": 0.00192, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06861, "loss": 0.06861, "time": 0.22634} {"mode": "train", "epoch": 124, "iter": 600, "lr": 0.00191, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08138, "loss": 0.08138, "time": 0.22481} {"mode": "train", "epoch": 124, "iter": 700, "lr": 0.00191, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.08025, "loss": 0.08025, "time": 0.22551} {"mode": "train", "epoch": 124, "iter": 800, "lr": 0.0019, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06852, "loss": 0.06852, "time": 0.22402} {"mode": "train", "epoch": 124, "iter": 900, "lr": 0.0019, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.08496, "loss": 0.08496, "time": 0.225} {"mode": "train", "epoch": 124, "iter": 1000, "lr": 0.00189, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.08373, "loss": 0.08373, "time": 0.22619} {"mode": "train", "epoch": 124, "iter": 1100, "lr": 0.00188, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07397, "loss": 0.07397, "time": 0.22488} {"mode": "train", "epoch": 124, "iter": 1200, "lr": 0.00188, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.98625, "top5_acc": 0.99938, "loss_cls": 0.09635, "loss": 0.09635, "time": 0.22581} {"mode": "train", "epoch": 124, "iter": 1300, "lr": 0.00187, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07584, "loss": 0.07584, "time": 0.22388} {"mode": "train", "epoch": 124, "iter": 1400, "lr": 0.00187, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07865, "loss": 0.07865, "time": 0.22475} {"mode": "train", "epoch": 124, "iter": 1500, "lr": 0.00186, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07351, "loss": 0.07351, "time": 0.22498} {"mode": "train", "epoch": 124, "iter": 1600, "lr": 0.00186, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.08142, "loss": 0.08142, "time": 0.22479} {"mode": "train", "epoch": 124, "iter": 1700, "lr": 0.00185, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.07039, "loss": 0.07039, "time": 0.22478} {"mode": "train", "epoch": 124, "iter": 1800, "lr": 0.00185, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06932, "loss": 0.06932, "time": 0.22495} {"mode": "train", "epoch": 124, "iter": 1900, "lr": 0.00184, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.08204, "loss": 0.08204, "time": 0.22482} {"mode": "train", "epoch": 124, "iter": 2000, "lr": 0.00184, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07875, "loss": 0.07875, "time": 0.22557} {"mode": "train", "epoch": 124, "iter": 2100, "lr": 0.00183, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.09158, "loss": 0.09158, "time": 0.22553} {"mode": "train", "epoch": 124, "iter": 2200, "lr": 0.00182, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07826, "loss": 0.07826, "time": 0.22375} {"mode": "train", "epoch": 124, "iter": 2300, "lr": 0.00182, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08449, "loss": 0.08449, "time": 0.22454} {"mode": "train", "epoch": 124, "iter": 2400, "lr": 0.00181, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.09059, "loss": 0.09059, "time": 0.22568} {"mode": "train", "epoch": 124, "iter": 2500, "lr": 0.00181, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.08931, "loss": 0.08931, "time": 0.22463} {"mode": "val", "epoch": 124, "iter": 1031, "lr": 0.00181, "top1_acc": 0.86559, "top5_acc": 0.97725} {"mode": "train", "epoch": 125, "iter": 100, "lr": 0.0018, "memory": 6525, "data_time": 0.19386, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.0725, "loss": 0.0725, "time": 0.41951} {"mode": "train", "epoch": 125, "iter": 200, "lr": 0.0018, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06823, "loss": 0.06823, "time": 0.22404} {"mode": "train", "epoch": 125, "iter": 300, "lr": 0.00179, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05832, "loss": 0.05832, "time": 0.22448} {"mode": "train", "epoch": 125, "iter": 400, "lr": 0.00179, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06158, "loss": 0.06158, "time": 0.2248} {"mode": "train", "epoch": 125, "iter": 500, "lr": 0.00178, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06237, "loss": 0.06237, "time": 0.22496} {"mode": "train", "epoch": 125, "iter": 600, "lr": 0.00178, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05677, "loss": 0.05677, "time": 0.22536} {"mode": "train", "epoch": 125, "iter": 700, "lr": 0.00177, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06797, "loss": 0.06797, "time": 0.22486} {"mode": "train", "epoch": 125, "iter": 800, "lr": 0.00176, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05868, "loss": 0.05868, "time": 0.22544} {"mode": "train", "epoch": 125, "iter": 900, "lr": 0.00176, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07295, "loss": 0.07295, "time": 0.22516} {"mode": "train", "epoch": 125, "iter": 1000, "lr": 0.00175, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07949, "loss": 0.07949, "time": 0.22532} {"mode": "train", "epoch": 125, "iter": 1100, "lr": 0.00175, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08102, "loss": 0.08102, "time": 0.22588} {"mode": "train", "epoch": 125, "iter": 1200, "lr": 0.00174, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06362, "loss": 0.06362, "time": 0.22526} {"mode": "train", "epoch": 125, "iter": 1300, "lr": 0.00174, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06763, "loss": 0.06763, "time": 0.2261} {"mode": "train", "epoch": 125, "iter": 1400, "lr": 0.00173, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06203, "loss": 0.06203, "time": 0.22456} {"mode": "train", "epoch": 125, "iter": 1500, "lr": 0.00173, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06428, "loss": 0.06428, "time": 0.22368} {"mode": "train", "epoch": 125, "iter": 1600, "lr": 0.00172, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06132, "loss": 0.06132, "time": 0.22404} {"mode": "train", "epoch": 125, "iter": 1700, "lr": 0.00172, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06702, "loss": 0.06702, "time": 0.22454} {"mode": "train", "epoch": 125, "iter": 1800, "lr": 0.00171, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05898, "loss": 0.05898, "time": 0.22495} {"mode": "train", "epoch": 125, "iter": 1900, "lr": 0.00171, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.07457, "loss": 0.07457, "time": 0.2247} {"mode": "train", "epoch": 125, "iter": 2000, "lr": 0.0017, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.0755, "loss": 0.0755, "time": 0.22575} {"mode": "train", "epoch": 125, "iter": 2100, "lr": 0.0017, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.06474, "loss": 0.06474, "time": 0.22542} {"mode": "train", "epoch": 125, "iter": 2200, "lr": 0.00169, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.06951, "loss": 0.06951, "time": 0.22418} {"mode": "train", "epoch": 125, "iter": 2300, "lr": 0.00169, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.07112, "loss": 0.07112, "time": 0.22463} {"mode": "train", "epoch": 125, "iter": 2400, "lr": 0.00168, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06422, "loss": 0.06422, "time": 0.22509} {"mode": "train", "epoch": 125, "iter": 2500, "lr": 0.00168, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07771, "loss": 0.07771, "time": 0.22493} {"mode": "val", "epoch": 125, "iter": 1031, "lr": 0.00167, "top1_acc": 0.87093, "top5_acc": 0.97914} {"mode": "train", "epoch": 126, "iter": 100, "lr": 0.00167, "memory": 6525, "data_time": 0.19729, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.0607, "loss": 0.0607, "time": 0.42195} {"mode": "train", "epoch": 126, "iter": 200, "lr": 0.00166, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05978, "loss": 0.05978, "time": 0.22394} {"mode": "train", "epoch": 126, "iter": 300, "lr": 0.00166, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05839, "loss": 0.05839, "time": 0.22439} {"mode": "train", "epoch": 126, "iter": 400, "lr": 0.00165, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06072, "loss": 0.06072, "time": 0.22476} {"mode": "train", "epoch": 126, "iter": 500, "lr": 0.00165, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.06456, "loss": 0.06456, "time": 0.2249} {"mode": "train", "epoch": 126, "iter": 600, "lr": 0.00164, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05767, "loss": 0.05767, "time": 0.22646} {"mode": "train", "epoch": 126, "iter": 700, "lr": 0.00164, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05413, "loss": 0.05413, "time": 0.22484} {"mode": "train", "epoch": 126, "iter": 800, "lr": 0.00163, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06223, "loss": 0.06223, "time": 0.22443} {"mode": "train", "epoch": 126, "iter": 900, "lr": 0.00163, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 0.99938, "loss_cls": 0.05553, "loss": 0.05553, "time": 0.2255} {"mode": "train", "epoch": 126, "iter": 1000, "lr": 0.00162, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.08438, "loss": 0.08438, "time": 0.22462} {"mode": "train", "epoch": 126, "iter": 1100, "lr": 0.00162, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07222, "loss": 0.07222, "time": 0.22528} {"mode": "train", "epoch": 126, "iter": 1200, "lr": 0.00161, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.0918, "loss": 0.0918, "time": 0.22523} {"mode": "train", "epoch": 126, "iter": 1300, "lr": 0.00161, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06751, "loss": 0.06751, "time": 0.22491} {"mode": "train", "epoch": 126, "iter": 1400, "lr": 0.0016, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07204, "loss": 0.07204, "time": 0.22398} {"mode": "train", "epoch": 126, "iter": 1500, "lr": 0.0016, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06537, "loss": 0.06537, "time": 0.22397} {"mode": "train", "epoch": 126, "iter": 1600, "lr": 0.00159, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05631, "loss": 0.05631, "time": 0.22532} {"mode": "train", "epoch": 126, "iter": 1700, "lr": 0.00159, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06039, "loss": 0.06039, "time": 0.2243} {"mode": "train", "epoch": 126, "iter": 1800, "lr": 0.00158, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07627, "loss": 0.07627, "time": 0.22509} {"mode": "train", "epoch": 126, "iter": 1900, "lr": 0.00158, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.0756, "loss": 0.0756, "time": 0.22595} {"mode": "train", "epoch": 126, "iter": 2000, "lr": 0.00157, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99188, "top5_acc": 0.99875, "loss_cls": 0.0727, "loss": 0.0727, "time": 0.22516} {"mode": "train", "epoch": 126, "iter": 2100, "lr": 0.00157, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.06856, "loss": 0.06856, "time": 0.22443} {"mode": "train", "epoch": 126, "iter": 2200, "lr": 0.00156, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06883, "loss": 0.06883, "time": 0.225} {"mode": "train", "epoch": 126, "iter": 2300, "lr": 0.00156, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.06458, "loss": 0.06458, "time": 0.22477} {"mode": "train", "epoch": 126, "iter": 2400, "lr": 0.00155, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08281, "loss": 0.08281, "time": 0.22457} {"mode": "train", "epoch": 126, "iter": 2500, "lr": 0.00155, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06987, "loss": 0.06987, "time": 0.2242} {"mode": "val", "epoch": 126, "iter": 1031, "lr": 0.00155, "top1_acc": 0.87402, "top5_acc": 0.97877} {"mode": "train", "epoch": 127, "iter": 100, "lr": 0.00154, "memory": 6525, "data_time": 0.19873, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06258, "loss": 0.06258, "time": 0.42343} {"mode": "train", "epoch": 127, "iter": 200, "lr": 0.00154, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05869, "loss": 0.05869, "time": 0.22553} {"mode": "train", "epoch": 127, "iter": 300, "lr": 0.00153, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05932, "loss": 0.05932, "time": 0.22655} {"mode": "train", "epoch": 127, "iter": 400, "lr": 0.00153, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05584, "loss": 0.05584, "time": 0.2257} {"mode": "train", "epoch": 127, "iter": 500, "lr": 0.00152, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06412, "loss": 0.06412, "time": 0.22558} {"mode": "train", "epoch": 127, "iter": 600, "lr": 0.00152, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.06474, "loss": 0.06474, "time": 0.22493} {"mode": "train", "epoch": 127, "iter": 700, "lr": 0.00151, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05918, "loss": 0.05918, "time": 0.22589} {"mode": "train", "epoch": 127, "iter": 800, "lr": 0.00151, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06276, "loss": 0.06276, "time": 0.22602} {"mode": "train", "epoch": 127, "iter": 900, "lr": 0.0015, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.05926, "loss": 0.05926, "time": 0.22593} {"mode": "train", "epoch": 127, "iter": 1000, "lr": 0.0015, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05438, "loss": 0.05438, "time": 0.22612} {"mode": "train", "epoch": 127, "iter": 1100, "lr": 0.00149, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06095, "loss": 0.06095, "time": 0.22591} {"mode": "train", "epoch": 127, "iter": 1200, "lr": 0.00149, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06649, "loss": 0.06649, "time": 0.2263} {"mode": "train", "epoch": 127, "iter": 1300, "lr": 0.00148, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05637, "loss": 0.05637, "time": 0.22478} {"mode": "train", "epoch": 127, "iter": 1400, "lr": 0.00148, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04898, "loss": 0.04898, "time": 0.2254} {"mode": "train", "epoch": 127, "iter": 1500, "lr": 0.00147, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06828, "loss": 0.06828, "time": 0.22712} {"mode": "train", "epoch": 127, "iter": 1600, "lr": 0.00147, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06092, "loss": 0.06092, "time": 0.22533} {"mode": "train", "epoch": 127, "iter": 1700, "lr": 0.00146, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06466, "loss": 0.06466, "time": 0.22476} {"mode": "train", "epoch": 127, "iter": 1800, "lr": 0.00146, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06157, "loss": 0.06157, "time": 0.22512} {"mode": "train", "epoch": 127, "iter": 1900, "lr": 0.00145, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05626, "loss": 0.05626, "time": 0.22484} {"mode": "train", "epoch": 127, "iter": 2000, "lr": 0.00145, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04628, "loss": 0.04628, "time": 0.22525} {"mode": "train", "epoch": 127, "iter": 2100, "lr": 0.00144, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05423, "loss": 0.05423, "time": 0.22588} {"mode": "train", "epoch": 127, "iter": 2200, "lr": 0.00144, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.0579, "loss": 0.0579, "time": 0.22562} {"mode": "train", "epoch": 127, "iter": 2300, "lr": 0.00143, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.05494, "loss": 0.05494, "time": 0.22536} {"mode": "train", "epoch": 127, "iter": 2400, "lr": 0.00143, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06699, "loss": 0.06699, "time": 0.22621} {"mode": "train", "epoch": 127, "iter": 2500, "lr": 0.00142, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.06522, "loss": 0.06522, "time": 0.2252} {"mode": "val", "epoch": 127, "iter": 1031, "lr": 0.00142, "top1_acc": 0.87742, "top5_acc": 0.97962} {"mode": "train", "epoch": 128, "iter": 100, "lr": 0.00142, "memory": 6525, "data_time": 0.19622, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05356, "loss": 0.05356, "time": 0.4213} {"mode": "train", "epoch": 128, "iter": 200, "lr": 0.00141, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04922, "loss": 0.04922, "time": 0.22456} {"mode": "train", "epoch": 128, "iter": 300, "lr": 0.00141, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 0.99938, "loss_cls": 0.04346, "loss": 0.04346, "time": 0.22512} {"mode": "train", "epoch": 128, "iter": 400, "lr": 0.0014, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04623, "loss": 0.04623, "time": 0.22513} {"mode": "train", "epoch": 128, "iter": 500, "lr": 0.0014, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04332, "loss": 0.04332, "time": 0.2262} {"mode": "train", "epoch": 128, "iter": 600, "lr": 0.00139, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.05328, "loss": 0.05328, "time": 0.22506} {"mode": "train", "epoch": 128, "iter": 700, "lr": 0.00139, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04867, "loss": 0.04867, "time": 0.22511} {"mode": "train", "epoch": 128, "iter": 800, "lr": 0.00138, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04795, "loss": 0.04795, "time": 0.22528} {"mode": "train", "epoch": 128, "iter": 900, "lr": 0.00138, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04464, "loss": 0.04464, "time": 0.22482} {"mode": "train", "epoch": 128, "iter": 1000, "lr": 0.00137, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.0525, "loss": 0.0525, "time": 0.22468} {"mode": "train", "epoch": 128, "iter": 1100, "lr": 0.00137, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04731, "loss": 0.04731, "time": 0.22553} {"mode": "train", "epoch": 128, "iter": 1200, "lr": 0.00136, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06213, "loss": 0.06213, "time": 0.22467} {"mode": "train", "epoch": 128, "iter": 1300, "lr": 0.00136, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.05996, "loss": 0.05996, "time": 0.22479} {"mode": "train", "epoch": 128, "iter": 1400, "lr": 0.00136, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05754, "loss": 0.05754, "time": 0.22498} {"mode": "train", "epoch": 128, "iter": 1500, "lr": 0.00135, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05204, "loss": 0.05204, "time": 0.22509} {"mode": "train", "epoch": 128, "iter": 1600, "lr": 0.00135, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06439, "loss": 0.06439, "time": 0.22616} {"mode": "train", "epoch": 128, "iter": 1700, "lr": 0.00134, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04931, "loss": 0.04931, "time": 0.22583} {"mode": "train", "epoch": 128, "iter": 1800, "lr": 0.00134, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05339, "loss": 0.05339, "time": 0.22397} {"mode": "train", "epoch": 128, "iter": 1900, "lr": 0.00133, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.06163, "loss": 0.06163, "time": 0.22546} {"mode": "train", "epoch": 128, "iter": 2000, "lr": 0.00133, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.08996, "loss": 0.08996, "time": 0.22584} {"mode": "train", "epoch": 128, "iter": 2100, "lr": 0.00132, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06285, "loss": 0.06285, "time": 0.22435} {"mode": "train", "epoch": 128, "iter": 2200, "lr": 0.00132, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05583, "loss": 0.05583, "time": 0.2248} {"mode": "train", "epoch": 128, "iter": 2300, "lr": 0.00131, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.06318, "loss": 0.06318, "time": 0.22431} {"mode": "train", "epoch": 128, "iter": 2400, "lr": 0.00131, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05131, "loss": 0.05131, "time": 0.22492} {"mode": "train", "epoch": 128, "iter": 2500, "lr": 0.0013, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.0549, "loss": 0.0549, "time": 0.22442} {"mode": "val", "epoch": 128, "iter": 1031, "lr": 0.0013, "top1_acc": 0.87839, "top5_acc": 0.9792} {"mode": "train", "epoch": 129, "iter": 100, "lr": 0.0013, "memory": 6525, "data_time": 0.19468, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04773, "loss": 0.04773, "time": 0.41956} {"mode": "train", "epoch": 129, "iter": 200, "lr": 0.00129, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04814, "loss": 0.04814, "time": 0.22439} {"mode": "train", "epoch": 129, "iter": 300, "lr": 0.00129, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03775, "loss": 0.03775, "time": 0.226} {"mode": "train", "epoch": 129, "iter": 400, "lr": 0.00129, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.04246, "loss": 0.04246, "time": 0.22443} {"mode": "train", "epoch": 129, "iter": 500, "lr": 0.00128, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04464, "loss": 0.04464, "time": 0.225} {"mode": "train", "epoch": 129, "iter": 600, "lr": 0.00128, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04774, "loss": 0.04774, "time": 0.22494} {"mode": "train", "epoch": 129, "iter": 700, "lr": 0.00127, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05645, "loss": 0.05645, "time": 0.22549} {"mode": "train", "epoch": 129, "iter": 800, "lr": 0.00127, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.0542, "loss": 0.0542, "time": 0.22608} {"mode": "train", "epoch": 129, "iter": 900, "lr": 0.00126, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04349, "loss": 0.04349, "time": 0.22508} {"mode": "train", "epoch": 129, "iter": 1000, "lr": 0.00126, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.04812, "loss": 0.04812, "time": 0.22546} {"mode": "train", "epoch": 129, "iter": 1100, "lr": 0.00125, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04709, "loss": 0.04709, "time": 0.22593} {"mode": "train", "epoch": 129, "iter": 1200, "lr": 0.00125, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04719, "loss": 0.04719, "time": 0.22413} {"mode": "train", "epoch": 129, "iter": 1300, "lr": 0.00124, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04443, "loss": 0.04443, "time": 0.22436} {"mode": "train", "epoch": 129, "iter": 1400, "lr": 0.00124, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.0509, "loss": 0.0509, "time": 0.22439} {"mode": "train", "epoch": 129, "iter": 1500, "lr": 0.00123, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05296, "loss": 0.05296, "time": 0.22602} {"mode": "train", "epoch": 129, "iter": 1600, "lr": 0.00123, "memory": 6525, "data_time": 0.0004, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05264, "loss": 0.05264, "time": 0.22565} {"mode": "train", "epoch": 129, "iter": 1700, "lr": 0.00123, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04748, "loss": 0.04748, "time": 0.22443} {"mode": "train", "epoch": 129, "iter": 1800, "lr": 0.00122, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04388, "loss": 0.04388, "time": 0.22564} {"mode": "train", "epoch": 129, "iter": 1900, "lr": 0.00122, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04151, "loss": 0.04151, "time": 0.22495} {"mode": "train", "epoch": 129, "iter": 2000, "lr": 0.00121, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04122, "loss": 0.04122, "time": 0.22419} {"mode": "train", "epoch": 129, "iter": 2100, "lr": 0.00121, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.058, "loss": 0.058, "time": 0.22349} {"mode": "train", "epoch": 129, "iter": 2200, "lr": 0.0012, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.05848, "loss": 0.05848, "time": 0.22653} {"mode": "train", "epoch": 129, "iter": 2300, "lr": 0.0012, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04467, "loss": 0.04467, "time": 0.22568} {"mode": "train", "epoch": 129, "iter": 2400, "lr": 0.00119, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04305, "loss": 0.04305, "time": 0.22493} {"mode": "train", "epoch": 129, "iter": 2500, "lr": 0.00119, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03955, "loss": 0.03955, "time": 0.22431} {"mode": "val", "epoch": 129, "iter": 1031, "lr": 0.00119, "top1_acc": 0.87827, "top5_acc": 0.97732} {"mode": "train", "epoch": 130, "iter": 100, "lr": 0.00119, "memory": 6525, "data_time": 0.19604, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04302, "loss": 0.04302, "time": 0.42146} {"mode": "train", "epoch": 130, "iter": 200, "lr": 0.00118, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03703, "loss": 0.03703, "time": 0.22519} {"mode": "train", "epoch": 130, "iter": 300, "lr": 0.00118, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.04997, "loss": 0.04997, "time": 0.2255} {"mode": "train", "epoch": 130, "iter": 400, "lr": 0.00117, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.0477, "loss": 0.0477, "time": 0.2241} {"mode": "train", "epoch": 130, "iter": 500, "lr": 0.00117, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04662, "loss": 0.04662, "time": 0.22643} {"mode": "train", "epoch": 130, "iter": 600, "lr": 0.00116, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04114, "loss": 0.04114, "time": 0.22496} {"mode": "train", "epoch": 130, "iter": 700, "lr": 0.00116, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.0502, "loss": 0.0502, "time": 0.225} {"mode": "train", "epoch": 130, "iter": 800, "lr": 0.00115, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04424, "loss": 0.04424, "time": 0.22474} {"mode": "train", "epoch": 130, "iter": 900, "lr": 0.00115, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.0471, "loss": 0.0471, "time": 0.22617} {"mode": "train", "epoch": 130, "iter": 1000, "lr": 0.00115, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04262, "loss": 0.04262, "time": 0.22591} {"mode": "train", "epoch": 130, "iter": 1100, "lr": 0.00114, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03778, "loss": 0.03778, "time": 0.22564} {"mode": "train", "epoch": 130, "iter": 1200, "lr": 0.00114, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04221, "loss": 0.04221, "time": 0.22449} {"mode": "train", "epoch": 130, "iter": 1300, "lr": 0.00113, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04206, "loss": 0.04206, "time": 0.22484} {"mode": "train", "epoch": 130, "iter": 1400, "lr": 0.00113, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.0454, "loss": 0.0454, "time": 0.22619} {"mode": "train", "epoch": 130, "iter": 1500, "lr": 0.00112, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03874, "loss": 0.03874, "time": 0.22526} {"mode": "train", "epoch": 130, "iter": 1600, "lr": 0.00112, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03435, "loss": 0.03435, "time": 0.22646} {"mode": "train", "epoch": 130, "iter": 1700, "lr": 0.00112, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05301, "loss": 0.05301, "time": 0.22529} {"mode": "train", "epoch": 130, "iter": 1800, "lr": 0.00111, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.99625, "top5_acc": 0.99938, "loss_cls": 0.0452, "loss": 0.0452, "time": 0.22411} {"mode": "train", "epoch": 130, "iter": 1900, "lr": 0.00111, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03735, "loss": 0.03735, "time": 0.22568} {"mode": "train", "epoch": 130, "iter": 2000, "lr": 0.0011, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04491, "loss": 0.04491, "time": 0.22538} {"mode": "train", "epoch": 130, "iter": 2100, "lr": 0.0011, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03908, "loss": 0.03908, "time": 0.22504} {"mode": "train", "epoch": 130, "iter": 2200, "lr": 0.00109, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04744, "loss": 0.04744, "time": 0.22431} {"mode": "train", "epoch": 130, "iter": 2300, "lr": 0.00109, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04648, "loss": 0.04648, "time": 0.22623} {"mode": "train", "epoch": 130, "iter": 2400, "lr": 0.00109, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.0445, "loss": 0.0445, "time": 0.22521} {"mode": "train", "epoch": 130, "iter": 2500, "lr": 0.00108, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04782, "loss": 0.04782, "time": 0.22357} {"mode": "val", "epoch": 130, "iter": 1031, "lr": 0.00108, "top1_acc": 0.87335, "top5_acc": 0.97519} {"mode": "train", "epoch": 131, "iter": 100, "lr": 0.00108, "memory": 6525, "data_time": 0.19418, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04449, "loss": 0.04449, "time": 0.41987} {"mode": "train", "epoch": 131, "iter": 200, "lr": 0.00107, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03733, "loss": 0.03733, "time": 0.22485} {"mode": "train", "epoch": 131, "iter": 300, "lr": 0.00107, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03538, "loss": 0.03538, "time": 0.22574} {"mode": "train", "epoch": 131, "iter": 400, "lr": 0.00106, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04058, "loss": 0.04058, "time": 0.22516} {"mode": "train", "epoch": 131, "iter": 500, "lr": 0.00106, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0386, "loss": 0.0386, "time": 0.22501} {"mode": "train", "epoch": 131, "iter": 600, "lr": 0.00106, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03336, "loss": 0.03336, "time": 0.22483} {"mode": "train", "epoch": 131, "iter": 700, "lr": 0.00105, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03219, "loss": 0.03219, "time": 0.22523} {"mode": "train", "epoch": 131, "iter": 800, "lr": 0.00105, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03271, "loss": 0.03271, "time": 0.22456} {"mode": "train", "epoch": 131, "iter": 900, "lr": 0.00104, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0364, "loss": 0.0364, "time": 0.22565} {"mode": "train", "epoch": 131, "iter": 1000, "lr": 0.00104, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03273, "loss": 0.03273, "time": 0.22585} {"mode": "train", "epoch": 131, "iter": 1100, "lr": 0.00103, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03235, "loss": 0.03235, "time": 0.22571} {"mode": "train", "epoch": 131, "iter": 1200, "lr": 0.00103, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03382, "loss": 0.03382, "time": 0.22449} {"mode": "train", "epoch": 131, "iter": 1300, "lr": 0.00103, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03232, "loss": 0.03232, "time": 0.22416} {"mode": "train", "epoch": 131, "iter": 1400, "lr": 0.00102, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.0374, "loss": 0.0374, "time": 0.22461} {"mode": "train", "epoch": 131, "iter": 1500, "lr": 0.00102, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04163, "loss": 0.04163, "time": 0.2249} {"mode": "train", "epoch": 131, "iter": 1600, "lr": 0.00101, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03454, "loss": 0.03454, "time": 0.22493} {"mode": "train", "epoch": 131, "iter": 1700, "lr": 0.00101, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03073, "loss": 0.03073, "time": 0.22465} {"mode": "train", "epoch": 131, "iter": 1800, "lr": 0.00101, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03794, "loss": 0.03794, "time": 0.22523} {"mode": "train", "epoch": 131, "iter": 1900, "lr": 0.001, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03264, "loss": 0.03264, "time": 0.22507} {"mode": "train", "epoch": 131, "iter": 2000, "lr": 0.001, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03345, "loss": 0.03345, "time": 0.22479} {"mode": "train", "epoch": 131, "iter": 2100, "lr": 0.00099, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03999, "loss": 0.03999, "time": 0.22529} {"mode": "train", "epoch": 131, "iter": 2200, "lr": 0.00099, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03454, "loss": 0.03454, "time": 0.22526} {"mode": "train", "epoch": 131, "iter": 2300, "lr": 0.00099, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03786, "loss": 0.03786, "time": 0.22458} {"mode": "train", "epoch": 131, "iter": 2400, "lr": 0.00098, "memory": 6525, "data_time": 0.0003, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03616, "loss": 0.03616, "time": 0.22518} {"mode": "train", "epoch": 131, "iter": 2500, "lr": 0.00098, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.0393, "loss": 0.0393, "time": 0.22545} {"mode": "val", "epoch": 131, "iter": 1031, "lr": 0.00098, "top1_acc": 0.8793, "top5_acc": 0.98059} {"mode": "train", "epoch": 132, "iter": 100, "lr": 0.00097, "memory": 6525, "data_time": 0.19227, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04315, "loss": 0.04315, "time": 0.41668} {"mode": "train", "epoch": 132, "iter": 200, "lr": 0.00097, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04054, "loss": 0.04054, "time": 0.22491} {"mode": "train", "epoch": 132, "iter": 300, "lr": 0.00096, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03886, "loss": 0.03886, "time": 0.22472} {"mode": "train", "epoch": 132, "iter": 400, "lr": 0.00096, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03284, "loss": 0.03284, "time": 0.2257} {"mode": "train", "epoch": 132, "iter": 500, "lr": 0.00096, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03495, "loss": 0.03495, "time": 0.22566} {"mode": "train", "epoch": 132, "iter": 600, "lr": 0.00095, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03251, "loss": 0.03251, "time": 0.22441} {"mode": "train", "epoch": 132, "iter": 700, "lr": 0.00095, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03319, "loss": 0.03319, "time": 0.22569} {"mode": "train", "epoch": 132, "iter": 800, "lr": 0.00094, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03466, "loss": 0.03466, "time": 0.22505} {"mode": "train", "epoch": 132, "iter": 900, "lr": 0.00094, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03025, "loss": 0.03025, "time": 0.22497} {"mode": "train", "epoch": 132, "iter": 1000, "lr": 0.00094, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.0413, "loss": 0.0413, "time": 0.22615} {"mode": "train", "epoch": 132, "iter": 1100, "lr": 0.00093, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03388, "loss": 0.03388, "time": 0.22559} {"mode": "train", "epoch": 132, "iter": 1200, "lr": 0.00093, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03565, "loss": 0.03565, "time": 0.22598} {"mode": "train", "epoch": 132, "iter": 1300, "lr": 0.00092, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04285, "loss": 0.04285, "time": 0.22487} {"mode": "train", "epoch": 132, "iter": 1400, "lr": 0.00092, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03503, "loss": 0.03503, "time": 0.22476} {"mode": "train", "epoch": 132, "iter": 1500, "lr": 0.00092, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03654, "loss": 0.03654, "time": 0.22414} {"mode": "train", "epoch": 132, "iter": 1600, "lr": 0.00091, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03435, "loss": 0.03435, "time": 0.22417} {"mode": "train", "epoch": 132, "iter": 1700, "lr": 0.00091, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03742, "loss": 0.03742, "time": 0.22501} {"mode": "train", "epoch": 132, "iter": 1800, "lr": 0.00091, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03689, "loss": 0.03689, "time": 0.22659} {"mode": "train", "epoch": 132, "iter": 1900, "lr": 0.0009, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03716, "loss": 0.03716, "time": 0.22555} {"mode": "train", "epoch": 132, "iter": 2000, "lr": 0.0009, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03333, "loss": 0.03333, "time": 0.22523} {"mode": "train", "epoch": 132, "iter": 2100, "lr": 0.00089, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04678, "loss": 0.04678, "time": 0.22501} {"mode": "train", "epoch": 132, "iter": 2200, "lr": 0.00089, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04731, "loss": 0.04731, "time": 0.22626} {"mode": "train", "epoch": 132, "iter": 2300, "lr": 0.00089, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03816, "loss": 0.03816, "time": 0.22538} {"mode": "train", "epoch": 132, "iter": 2400, "lr": 0.00088, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03506, "loss": 0.03506, "time": 0.22471} {"mode": "train", "epoch": 132, "iter": 2500, "lr": 0.00088, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03483, "loss": 0.03483, "time": 0.22598} {"mode": "val", "epoch": 132, "iter": 1031, "lr": 0.00088, "top1_acc": 0.87857, "top5_acc": 0.97974} {"mode": "train", "epoch": 133, "iter": 100, "lr": 0.00087, "memory": 6525, "data_time": 0.19107, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03272, "loss": 0.03272, "time": 0.41552} {"mode": "train", "epoch": 133, "iter": 200, "lr": 0.00087, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03596, "loss": 0.03596, "time": 0.22616} {"mode": "train", "epoch": 133, "iter": 300, "lr": 0.00087, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04107, "loss": 0.04107, "time": 0.22597} {"mode": "train", "epoch": 133, "iter": 400, "lr": 0.00086, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03131, "loss": 0.03131, "time": 0.22523} {"mode": "train", "epoch": 133, "iter": 500, "lr": 0.00086, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03413, "loss": 0.03413, "time": 0.2253} {"mode": "train", "epoch": 133, "iter": 600, "lr": 0.00085, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02886, "loss": 0.02886, "time": 0.22516} {"mode": "train", "epoch": 133, "iter": 700, "lr": 0.00085, "memory": 6525, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02964, "loss": 0.02964, "time": 0.22527} {"mode": "train", "epoch": 133, "iter": 800, "lr": 0.00085, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03416, "loss": 0.03416, "time": 0.22516} {"mode": "train", "epoch": 133, "iter": 900, "lr": 0.00084, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0292, "loss": 0.0292, "time": 0.22611} {"mode": "train", "epoch": 133, "iter": 1000, "lr": 0.00084, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03029, "loss": 0.03029, "time": 0.22615} {"mode": "train", "epoch": 133, "iter": 1100, "lr": 0.00084, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03413, "loss": 0.03413, "time": 0.22609} {"mode": "train", "epoch": 133, "iter": 1200, "lr": 0.00083, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03182, "loss": 0.03182, "time": 0.22445} {"mode": "train", "epoch": 133, "iter": 1300, "lr": 0.00083, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03073, "loss": 0.03073, "time": 0.225} {"mode": "train", "epoch": 133, "iter": 1400, "lr": 0.00082, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0307, "loss": 0.0307, "time": 0.22484} {"mode": "train", "epoch": 133, "iter": 1500, "lr": 0.00082, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03185, "loss": 0.03185, "time": 0.22499} {"mode": "train", "epoch": 133, "iter": 1600, "lr": 0.00082, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03495, "loss": 0.03495, "time": 0.22529} {"mode": "train", "epoch": 133, "iter": 1700, "lr": 0.00081, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03639, "loss": 0.03639, "time": 0.22624} {"mode": "train", "epoch": 133, "iter": 1800, "lr": 0.00081, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03322, "loss": 0.03322, "time": 0.22398} {"mode": "train", "epoch": 133, "iter": 1900, "lr": 0.00081, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03349, "loss": 0.03349, "time": 0.22451} {"mode": "train", "epoch": 133, "iter": 2000, "lr": 0.0008, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03675, "loss": 0.03675, "time": 0.22487} {"mode": "train", "epoch": 133, "iter": 2100, "lr": 0.0008, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0339, "loss": 0.0339, "time": 0.2254} {"mode": "train", "epoch": 133, "iter": 2200, "lr": 0.0008, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03162, "loss": 0.03162, "time": 0.22499} {"mode": "train", "epoch": 133, "iter": 2300, "lr": 0.00079, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03474, "loss": 0.03474, "time": 0.22459} {"mode": "train", "epoch": 133, "iter": 2400, "lr": 0.00079, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03054, "loss": 0.03054, "time": 0.22551} {"mode": "train", "epoch": 133, "iter": 2500, "lr": 0.00078, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02902, "loss": 0.02902, "time": 0.22406} {"mode": "val", "epoch": 133, "iter": 1031, "lr": 0.00078, "top1_acc": 0.88245, "top5_acc": 0.97926} {"mode": "train", "epoch": 134, "iter": 100, "lr": 0.00078, "memory": 6525, "data_time": 0.19028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02905, "loss": 0.02905, "time": 0.41471} {"mode": "train", "epoch": 134, "iter": 200, "lr": 0.00078, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0274, "loss": 0.0274, "time": 0.22478} {"mode": "train", "epoch": 134, "iter": 300, "lr": 0.00077, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03851, "loss": 0.03851, "time": 0.22423} {"mode": "train", "epoch": 134, "iter": 400, "lr": 0.00077, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03251, "loss": 0.03251, "time": 0.22525} {"mode": "train", "epoch": 134, "iter": 500, "lr": 0.00077, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02943, "loss": 0.02943, "time": 0.22463} {"mode": "train", "epoch": 134, "iter": 600, "lr": 0.00076, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02912, "loss": 0.02912, "time": 0.22495} {"mode": "train", "epoch": 134, "iter": 700, "lr": 0.00076, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0305, "loss": 0.0305, "time": 0.22449} {"mode": "train", "epoch": 134, "iter": 800, "lr": 0.00076, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02829, "loss": 0.02829, "time": 0.22591} {"mode": "train", "epoch": 134, "iter": 900, "lr": 0.00075, "memory": 6525, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02736, "loss": 0.02736, "time": 0.22477} {"mode": "train", "epoch": 134, "iter": 1000, "lr": 0.00075, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02929, "loss": 0.02929, "time": 0.22506} {"mode": "train", "epoch": 134, "iter": 1100, "lr": 0.00074, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02968, "loss": 0.02968, "time": 0.22452} {"mode": "train", "epoch": 134, "iter": 1200, "lr": 0.00074, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02683, "loss": 0.02683, "time": 0.22503} {"mode": "train", "epoch": 134, "iter": 1300, "lr": 0.00074, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03265, "loss": 0.03265, "time": 0.225} {"mode": "train", "epoch": 134, "iter": 1400, "lr": 0.00073, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03096, "loss": 0.03096, "time": 0.22472} {"mode": "train", "epoch": 134, "iter": 1500, "lr": 0.00073, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02825, "loss": 0.02825, "time": 0.22532} {"mode": "train", "epoch": 134, "iter": 1600, "lr": 0.00073, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02891, "loss": 0.02891, "time": 0.22595} {"mode": "train", "epoch": 134, "iter": 1700, "lr": 0.00072, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02886, "loss": 0.02886, "time": 0.22476} {"mode": "train", "epoch": 134, "iter": 1800, "lr": 0.00072, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02561, "loss": 0.02561, "time": 0.22582} {"mode": "train", "epoch": 134, "iter": 1900, "lr": 0.00072, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02592, "loss": 0.02592, "time": 0.22579} {"mode": "train", "epoch": 134, "iter": 2000, "lr": 0.00071, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02736, "loss": 0.02736, "time": 0.22448} {"mode": "train", "epoch": 134, "iter": 2100, "lr": 0.00071, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02955, "loss": 0.02955, "time": 0.22494} {"mode": "train", "epoch": 134, "iter": 2200, "lr": 0.00071, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03018, "loss": 0.03018, "time": 0.22525} {"mode": "train", "epoch": 134, "iter": 2300, "lr": 0.0007, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03119, "loss": 0.03119, "time": 0.22528} {"mode": "train", "epoch": 134, "iter": 2400, "lr": 0.0007, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03019, "loss": 0.03019, "time": 0.22498} {"mode": "train", "epoch": 134, "iter": 2500, "lr": 0.0007, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02969, "loss": 0.02969, "time": 0.2241} {"mode": "val", "epoch": 134, "iter": 1031, "lr": 0.0007, "top1_acc": 0.88033, "top5_acc": 0.97889} {"mode": "train", "epoch": 135, "iter": 100, "lr": 0.00069, "memory": 6525, "data_time": 0.18937, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03013, "loss": 0.03013, "time": 0.4143} {"mode": "train", "epoch": 135, "iter": 200, "lr": 0.00069, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0261, "loss": 0.0261, "time": 0.22493} {"mode": "train", "epoch": 135, "iter": 300, "lr": 0.00069, "memory": 6525, "data_time": 0.00039, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02787, "loss": 0.02787, "time": 0.22501} {"mode": "train", "epoch": 135, "iter": 400, "lr": 0.00068, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02564, "loss": 0.02564, "time": 0.22331} {"mode": "train", "epoch": 135, "iter": 500, "lr": 0.00068, "memory": 6525, "data_time": 0.00047, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02866, "loss": 0.02866, "time": 0.2253} {"mode": "train", "epoch": 135, "iter": 600, "lr": 0.00067, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02883, "loss": 0.02883, "time": 0.22481} {"mode": "train", "epoch": 135, "iter": 700, "lr": 0.00067, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02914, "loss": 0.02914, "time": 0.22453} {"mode": "train", "epoch": 135, "iter": 800, "lr": 0.00067, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02905, "loss": 0.02905, "time": 0.22458} {"mode": "train", "epoch": 135, "iter": 900, "lr": 0.00066, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03152, "loss": 0.03152, "time": 0.22458} {"mode": "train", "epoch": 135, "iter": 1000, "lr": 0.00066, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02628, "loss": 0.02628, "time": 0.22541} {"mode": "train", "epoch": 135, "iter": 1100, "lr": 0.00066, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02758, "loss": 0.02758, "time": 0.22427} {"mode": "train", "epoch": 135, "iter": 1200, "lr": 0.00065, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.032, "loss": 0.032, "time": 0.22414} {"mode": "train", "epoch": 135, "iter": 1300, "lr": 0.00065, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0277, "loss": 0.0277, "time": 0.22459} {"mode": "train", "epoch": 135, "iter": 1400, "lr": 0.00065, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02668, "loss": 0.02668, "time": 0.22436} {"mode": "train", "epoch": 135, "iter": 1500, "lr": 0.00064, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02929, "loss": 0.02929, "time": 0.22523} {"mode": "train", "epoch": 135, "iter": 1600, "lr": 0.00064, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02792, "loss": 0.02792, "time": 0.22584} {"mode": "train", "epoch": 135, "iter": 1700, "lr": 0.00064, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02535, "loss": 0.02535, "time": 0.22528} {"mode": "train", "epoch": 135, "iter": 1800, "lr": 0.00063, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02708, "loss": 0.02708, "time": 0.22513} {"mode": "train", "epoch": 135, "iter": 1900, "lr": 0.00063, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02486, "loss": 0.02486, "time": 0.22503} {"mode": "train", "epoch": 135, "iter": 2000, "lr": 0.00063, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02708, "loss": 0.02708, "time": 0.22476} {"mode": "train", "epoch": 135, "iter": 2100, "lr": 0.00063, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02587, "loss": 0.02587, "time": 0.22487} {"mode": "train", "epoch": 135, "iter": 2200, "lr": 0.00062, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02637, "loss": 0.02637, "time": 0.22548} {"mode": "train", "epoch": 135, "iter": 2300, "lr": 0.00062, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02489, "loss": 0.02489, "time": 0.22584} {"mode": "train", "epoch": 135, "iter": 2400, "lr": 0.00062, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02781, "loss": 0.02781, "time": 0.22388} {"mode": "train", "epoch": 135, "iter": 2500, "lr": 0.00061, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02547, "loss": 0.02547, "time": 0.22419} {"mode": "val", "epoch": 135, "iter": 1031, "lr": 0.00061, "top1_acc": 0.8884, "top5_acc": 0.98108} {"mode": "train", "epoch": 136, "iter": 100, "lr": 0.00061, "memory": 6525, "data_time": 0.18791, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02691, "loss": 0.02691, "time": 0.41224} {"mode": "train", "epoch": 136, "iter": 200, "lr": 0.00061, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02343, "loss": 0.02343, "time": 0.22519} {"mode": "train", "epoch": 136, "iter": 300, "lr": 0.0006, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02845, "loss": 0.02845, "time": 0.22676} {"mode": "train", "epoch": 136, "iter": 400, "lr": 0.0006, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.02941, "loss": 0.02941, "time": 0.22568} {"mode": "train", "epoch": 136, "iter": 500, "lr": 0.0006, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02448, "loss": 0.02448, "time": 0.22463} {"mode": "train", "epoch": 136, "iter": 600, "lr": 0.00059, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02551, "loss": 0.02551, "time": 0.22525} {"mode": "train", "epoch": 136, "iter": 700, "lr": 0.00059, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02772, "loss": 0.02772, "time": 0.22445} {"mode": "train", "epoch": 136, "iter": 800, "lr": 0.00059, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02807, "loss": 0.02807, "time": 0.22531} {"mode": "train", "epoch": 136, "iter": 900, "lr": 0.00058, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02613, "loss": 0.02613, "time": 0.22506} {"mode": "train", "epoch": 136, "iter": 1000, "lr": 0.00058, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03018, "loss": 0.03018, "time": 0.22564} {"mode": "train", "epoch": 136, "iter": 1100, "lr": 0.00058, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02711, "loss": 0.02711, "time": 0.22506} {"mode": "train", "epoch": 136, "iter": 1200, "lr": 0.00057, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02556, "loss": 0.02556, "time": 0.22581} {"mode": "train", "epoch": 136, "iter": 1300, "lr": 0.00057, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02621, "loss": 0.02621, "time": 0.2258} {"mode": "train", "epoch": 136, "iter": 1400, "lr": 0.00057, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02801, "loss": 0.02801, "time": 0.22436} {"mode": "train", "epoch": 136, "iter": 1500, "lr": 0.00056, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03166, "loss": 0.03166, "time": 0.22567} {"mode": "train", "epoch": 136, "iter": 1600, "lr": 0.00056, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03234, "loss": 0.03234, "time": 0.2245} {"mode": "train", "epoch": 136, "iter": 1700, "lr": 0.00056, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03057, "loss": 0.03057, "time": 0.22501} {"mode": "train", "epoch": 136, "iter": 1800, "lr": 0.00056, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02497, "loss": 0.02497, "time": 0.22504} {"mode": "train", "epoch": 136, "iter": 1900, "lr": 0.00055, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02755, "loss": 0.02755, "time": 0.226} {"mode": "train", "epoch": 136, "iter": 2000, "lr": 0.00055, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03389, "loss": 0.03389, "time": 0.22498} {"mode": "train", "epoch": 136, "iter": 2100, "lr": 0.00055, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.027, "loss": 0.027, "time": 0.22557} {"mode": "train", "epoch": 136, "iter": 2200, "lr": 0.00054, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02657, "loss": 0.02657, "time": 0.22574} {"mode": "train", "epoch": 136, "iter": 2300, "lr": 0.00054, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0296, "loss": 0.0296, "time": 0.22622} {"mode": "train", "epoch": 136, "iter": 2400, "lr": 0.00054, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03125, "loss": 0.03125, "time": 0.22399} {"mode": "train", "epoch": 136, "iter": 2500, "lr": 0.00053, "memory": 6525, "data_time": 0.00031, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02783, "loss": 0.02783, "time": 0.22573} {"mode": "val", "epoch": 136, "iter": 1031, "lr": 0.00053, "top1_acc": 0.88324, "top5_acc": 0.97914} {"mode": "train", "epoch": 137, "iter": 100, "lr": 0.00053, "memory": 6525, "data_time": 0.19296, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02822, "loss": 0.02822, "time": 0.41761} {"mode": "train", "epoch": 137, "iter": 200, "lr": 0.00053, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02785, "loss": 0.02785, "time": 0.22465} {"mode": "train", "epoch": 137, "iter": 300, "lr": 0.00052, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02621, "loss": 0.02621, "time": 0.22438} {"mode": "train", "epoch": 137, "iter": 400, "lr": 0.00052, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02629, "loss": 0.02629, "time": 0.22542} {"mode": "train", "epoch": 137, "iter": 500, "lr": 0.00052, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02674, "loss": 0.02674, "time": 0.22475} {"mode": "train", "epoch": 137, "iter": 600, "lr": 0.00052, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02658, "loss": 0.02658, "time": 0.22553} {"mode": "train", "epoch": 137, "iter": 700, "lr": 0.00051, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02396, "loss": 0.02396, "time": 0.22556} {"mode": "train", "epoch": 137, "iter": 800, "lr": 0.00051, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02619, "loss": 0.02619, "time": 0.22544} {"mode": "train", "epoch": 137, "iter": 900, "lr": 0.00051, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02511, "loss": 0.02511, "time": 0.22498} {"mode": "train", "epoch": 137, "iter": 1000, "lr": 0.0005, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02826, "loss": 0.02826, "time": 0.22475} {"mode": "train", "epoch": 137, "iter": 1100, "lr": 0.0005, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02408, "loss": 0.02408, "time": 0.22521} {"mode": "train", "epoch": 137, "iter": 1200, "lr": 0.0005, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02692, "loss": 0.02692, "time": 0.22483} {"mode": "train", "epoch": 137, "iter": 1300, "lr": 0.00049, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02713, "loss": 0.02713, "time": 0.22417} {"mode": "train", "epoch": 137, "iter": 1400, "lr": 0.00049, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02528, "loss": 0.02528, "time": 0.22538} {"mode": "train", "epoch": 137, "iter": 1500, "lr": 0.00049, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0268, "loss": 0.0268, "time": 0.22547} {"mode": "train", "epoch": 137, "iter": 1600, "lr": 0.00049, "memory": 6525, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02422, "loss": 0.02422, "time": 0.22552} {"mode": "train", "epoch": 137, "iter": 1700, "lr": 0.00048, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02636, "loss": 0.02636, "time": 0.22562} {"mode": "train", "epoch": 137, "iter": 1800, "lr": 0.00048, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0245, "loss": 0.0245, "time": 0.22664} {"mode": "train", "epoch": 137, "iter": 1900, "lr": 0.00048, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02634, "loss": 0.02634, "time": 0.22539} {"mode": "train", "epoch": 137, "iter": 2000, "lr": 0.00047, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02627, "loss": 0.02627, "time": 0.22447} {"mode": "train", "epoch": 137, "iter": 2100, "lr": 0.00047, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02566, "loss": 0.02566, "time": 0.22541} {"mode": "train", "epoch": 137, "iter": 2200, "lr": 0.00047, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0253, "loss": 0.0253, "time": 0.22598} {"mode": "train", "epoch": 137, "iter": 2300, "lr": 0.00047, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02486, "loss": 0.02486, "time": 0.22487} {"mode": "train", "epoch": 137, "iter": 2400, "lr": 0.00046, "memory": 6525, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02694, "loss": 0.02694, "time": 0.22456} {"mode": "train", "epoch": 137, "iter": 2500, "lr": 0.00046, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02837, "loss": 0.02837, "time": 0.22531} {"mode": "val", "epoch": 137, "iter": 1031, "lr": 0.00046, "top1_acc": 0.88603, "top5_acc": 0.98132} {"mode": "train", "epoch": 138, "iter": 100, "lr": 0.00046, "memory": 6525, "data_time": 0.18916, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02509, "loss": 0.02509, "time": 0.41353} {"mode": "train", "epoch": 138, "iter": 200, "lr": 0.00045, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02394, "loss": 0.02394, "time": 0.22552} {"mode": "train", "epoch": 138, "iter": 300, "lr": 0.00045, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0251, "loss": 0.0251, "time": 0.22506} {"mode": "train", "epoch": 138, "iter": 400, "lr": 0.00045, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0243, "loss": 0.0243, "time": 0.22587} {"mode": "train", "epoch": 138, "iter": 500, "lr": 0.00045, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02469, "loss": 0.02469, "time": 0.22592} {"mode": "train", "epoch": 138, "iter": 600, "lr": 0.00044, "memory": 6525, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02338, "loss": 0.02338, "time": 0.22498} {"mode": "train", "epoch": 138, "iter": 700, "lr": 0.00044, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02586, "loss": 0.02586, "time": 0.2242} {"mode": "train", "epoch": 138, "iter": 800, "lr": 0.00044, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02721, "loss": 0.02721, "time": 0.2252} {"mode": "train", "epoch": 138, "iter": 900, "lr": 0.00044, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02413, "loss": 0.02413, "time": 0.22506} {"mode": "train", "epoch": 138, "iter": 1000, "lr": 0.00043, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02689, "loss": 0.02689, "time": 0.22609} {"mode": "train", "epoch": 138, "iter": 1100, "lr": 0.00043, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02566, "loss": 0.02566, "time": 0.22473} {"mode": "train", "epoch": 138, "iter": 1200, "lr": 0.00043, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.02878, "loss": 0.02878, "time": 0.22552} {"mode": "train", "epoch": 138, "iter": 1300, "lr": 0.00042, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02349, "loss": 0.02349, "time": 0.22421} {"mode": "train", "epoch": 138, "iter": 1400, "lr": 0.00042, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02906, "loss": 0.02906, "time": 0.22442} {"mode": "train", "epoch": 138, "iter": 1500, "lr": 0.00042, "memory": 6525, "data_time": 0.0004, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02567, "loss": 0.02567, "time": 0.22484} {"mode": "train", "epoch": 138, "iter": 1600, "lr": 0.00042, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02512, "loss": 0.02512, "time": 0.2254} {"mode": "train", "epoch": 138, "iter": 1700, "lr": 0.00041, "memory": 6525, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02497, "loss": 0.02497, "time": 0.22668} {"mode": "train", "epoch": 138, "iter": 1800, "lr": 0.00041, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02643, "loss": 0.02643, "time": 0.22537} {"mode": "train", "epoch": 138, "iter": 1900, "lr": 0.00041, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02283, "loss": 0.02283, "time": 0.22517} {"mode": "train", "epoch": 138, "iter": 2000, "lr": 0.00041, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02539, "loss": 0.02539, "time": 0.22485} {"mode": "train", "epoch": 138, "iter": 2100, "lr": 0.0004, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02585, "loss": 0.02585, "time": 0.22464} {"mode": "train", "epoch": 138, "iter": 2200, "lr": 0.0004, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02678, "loss": 0.02678, "time": 0.2257} {"mode": "train", "epoch": 138, "iter": 2300, "lr": 0.0004, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02827, "loss": 0.02827, "time": 0.22502} {"mode": "train", "epoch": 138, "iter": 2400, "lr": 0.0004, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02554, "loss": 0.02554, "time": 0.22607} {"mode": "train", "epoch": 138, "iter": 2500, "lr": 0.00039, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02437, "loss": 0.02437, "time": 0.22532} {"mode": "val", "epoch": 138, "iter": 1031, "lr": 0.00039, "top1_acc": 0.88621, "top5_acc": 0.98029} {"mode": "train", "epoch": 139, "iter": 100, "lr": 0.00039, "memory": 6525, "data_time": 0.18664, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02666, "loss": 0.02666, "time": 0.41147} {"mode": "train", "epoch": 139, "iter": 200, "lr": 0.00039, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02529, "loss": 0.02529, "time": 0.22551} {"mode": "train", "epoch": 139, "iter": 300, "lr": 0.00038, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02326, "loss": 0.02326, "time": 0.22565} {"mode": "train", "epoch": 139, "iter": 400, "lr": 0.00038, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02464, "loss": 0.02464, "time": 0.22436} {"mode": "train", "epoch": 139, "iter": 500, "lr": 0.00038, "memory": 6525, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02588, "loss": 0.02588, "time": 0.22507} {"mode": "train", "epoch": 139, "iter": 600, "lr": 0.00038, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02357, "loss": 0.02357, "time": 0.22703} {"mode": "train", "epoch": 139, "iter": 700, "lr": 0.00037, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02569, "loss": 0.02569, "time": 0.22522} {"mode": "train", "epoch": 139, "iter": 800, "lr": 0.00037, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02679, "loss": 0.02679, "time": 0.22489} {"mode": "train", "epoch": 139, "iter": 900, "lr": 0.00037, "memory": 6525, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0242, "loss": 0.0242, "time": 0.226} {"mode": "train", "epoch": 139, "iter": 1000, "lr": 0.00037, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02383, "loss": 0.02383, "time": 0.22558} {"mode": "train", "epoch": 139, "iter": 1100, "lr": 0.00036, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02749, "loss": 0.02749, "time": 0.22475} {"mode": "train", "epoch": 139, "iter": 1200, "lr": 0.00036, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02394, "loss": 0.02394, "time": 0.22472} {"mode": "train", "epoch": 139, "iter": 1300, "lr": 0.00036, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02559, "loss": 0.02559, "time": 0.22414} {"mode": "train", "epoch": 139, "iter": 1400, "lr": 0.00036, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02418, "loss": 0.02418, "time": 0.22481} {"mode": "train", "epoch": 139, "iter": 1500, "lr": 0.00035, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02434, "loss": 0.02434, "time": 0.22454} {"mode": "train", "epoch": 139, "iter": 1600, "lr": 0.00035, "memory": 6525, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02322, "loss": 0.02322, "time": 0.22527} {"mode": "train", "epoch": 139, "iter": 1700, "lr": 0.00035, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02305, "loss": 0.02305, "time": 0.22354} {"mode": "train", "epoch": 139, "iter": 1800, "lr": 0.00035, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02438, "loss": 0.02438, "time": 0.22407} {"mode": "train", "epoch": 139, "iter": 1900, "lr": 0.00034, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02355, "loss": 0.02355, "time": 0.22386} {"mode": "train", "epoch": 139, "iter": 2000, "lr": 0.00034, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02479, "loss": 0.02479, "time": 0.22423} {"mode": "train", "epoch": 139, "iter": 2100, "lr": 0.00034, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02611, "loss": 0.02611, "time": 0.22466} {"mode": "train", "epoch": 139, "iter": 2200, "lr": 0.00034, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02461, "loss": 0.02461, "time": 0.22394} {"mode": "train", "epoch": 139, "iter": 2300, "lr": 0.00034, "memory": 6525, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02267, "loss": 0.02267, "time": 0.22516} {"mode": "train", "epoch": 139, "iter": 2400, "lr": 0.00033, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02399, "loss": 0.02399, "time": 0.2256} {"mode": "train", "epoch": 139, "iter": 2500, "lr": 0.00033, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02597, "loss": 0.02597, "time": 0.22497} {"mode": "val", "epoch": 139, "iter": 1031, "lr": 0.00033, "top1_acc": 0.88603, "top5_acc": 0.98017} {"mode": "train", "epoch": 140, "iter": 100, "lr": 0.00033, "memory": 6525, "data_time": 0.18877, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02194, "loss": 0.02194, "time": 0.41445} {"mode": "train", "epoch": 140, "iter": 200, "lr": 0.00033, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02357, "loss": 0.02357, "time": 0.22517} {"mode": "train", "epoch": 140, "iter": 300, "lr": 0.00032, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02479, "loss": 0.02479, "time": 0.22539} {"mode": "train", "epoch": 140, "iter": 400, "lr": 0.00032, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02474, "loss": 0.02474, "time": 0.22626} {"mode": "train", "epoch": 140, "iter": 500, "lr": 0.00032, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02476, "loss": 0.02476, "time": 0.22361} {"mode": "train", "epoch": 140, "iter": 600, "lr": 0.00032, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02863, "loss": 0.02863, "time": 0.22552} {"mode": "train", "epoch": 140, "iter": 700, "lr": 0.00031, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02728, "loss": 0.02728, "time": 0.22649} {"mode": "train", "epoch": 140, "iter": 800, "lr": 0.00031, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02593, "loss": 0.02593, "time": 0.22589} {"mode": "train", "epoch": 140, "iter": 900, "lr": 0.00031, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02394, "loss": 0.02394, "time": 0.22455} {"mode": "train", "epoch": 140, "iter": 1000, "lr": 0.00031, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02335, "loss": 0.02335, "time": 0.22572} {"mode": "train", "epoch": 140, "iter": 1100, "lr": 0.0003, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02476, "loss": 0.02476, "time": 0.22581} {"mode": "train", "epoch": 140, "iter": 1200, "lr": 0.0003, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02429, "loss": 0.02429, "time": 0.22501} {"mode": "train", "epoch": 140, "iter": 1300, "lr": 0.0003, "memory": 6525, "data_time": 0.00036, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02638, "loss": 0.02638, "time": 0.22578} {"mode": "train", "epoch": 140, "iter": 1400, "lr": 0.0003, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02729, "loss": 0.02729, "time": 0.22545} {"mode": "train", "epoch": 140, "iter": 1500, "lr": 0.0003, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0261, "loss": 0.0261, "time": 0.22565} {"mode": "train", "epoch": 140, "iter": 1600, "lr": 0.00029, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02574, "loss": 0.02574, "time": 0.22385} {"mode": "train", "epoch": 140, "iter": 1700, "lr": 0.00029, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02442, "loss": 0.02442, "time": 0.22466} {"mode": "train", "epoch": 140, "iter": 1800, "lr": 0.00029, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02336, "loss": 0.02336, "time": 0.2255} {"mode": "train", "epoch": 140, "iter": 1900, "lr": 0.00029, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02206, "loss": 0.02206, "time": 0.22566} {"mode": "train", "epoch": 140, "iter": 2000, "lr": 0.00028, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02517, "loss": 0.02517, "time": 0.22547} {"mode": "train", "epoch": 140, "iter": 2100, "lr": 0.00028, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02432, "loss": 0.02432, "time": 0.22519} {"mode": "train", "epoch": 140, "iter": 2200, "lr": 0.00028, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02514, "loss": 0.02514, "time": 0.22489} {"mode": "train", "epoch": 140, "iter": 2300, "lr": 0.00028, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02365, "loss": 0.02365, "time": 0.22502} {"mode": "train", "epoch": 140, "iter": 2400, "lr": 0.00028, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02495, "loss": 0.02495, "time": 0.22553} {"mode": "train", "epoch": 140, "iter": 2500, "lr": 0.00027, "memory": 6525, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02324, "loss": 0.02324, "time": 0.22562} {"mode": "val", "epoch": 140, "iter": 1031, "lr": 0.00027, "top1_acc": 0.88688, "top5_acc": 0.98077} {"mode": "train", "epoch": 141, "iter": 100, "lr": 0.00027, "memory": 6525, "data_time": 0.18893, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02353, "loss": 0.02353, "time": 0.41336} {"mode": "train", "epoch": 141, "iter": 200, "lr": 0.00027, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02255, "loss": 0.02255, "time": 0.2248} {"mode": "train", "epoch": 141, "iter": 300, "lr": 0.00027, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02309, "loss": 0.02309, "time": 0.22413} {"mode": "train", "epoch": 141, "iter": 400, "lr": 0.00026, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02355, "loss": 0.02355, "time": 0.22414} {"mode": "train", "epoch": 141, "iter": 500, "lr": 0.00026, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02277, "loss": 0.02277, "time": 0.22517} {"mode": "train", "epoch": 141, "iter": 600, "lr": 0.00026, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02561, "loss": 0.02561, "time": 0.22625} {"mode": "train", "epoch": 141, "iter": 700, "lr": 0.00026, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02323, "loss": 0.02323, "time": 0.22489} {"mode": "train", "epoch": 141, "iter": 800, "lr": 0.00026, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02311, "loss": 0.02311, "time": 0.224} {"mode": "train", "epoch": 141, "iter": 900, "lr": 0.00025, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02545, "loss": 0.02545, "time": 0.22616} {"mode": "train", "epoch": 141, "iter": 1000, "lr": 0.00025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02531, "loss": 0.02531, "time": 0.22508} {"mode": "train", "epoch": 141, "iter": 1100, "lr": 0.00025, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02552, "loss": 0.02552, "time": 0.22433} {"mode": "train", "epoch": 141, "iter": 1200, "lr": 0.00025, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02278, "loss": 0.02278, "time": 0.22501} {"mode": "train", "epoch": 141, "iter": 1300, "lr": 0.00025, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02402, "loss": 0.02402, "time": 0.22388} {"mode": "train", "epoch": 141, "iter": 1400, "lr": 0.00024, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0238, "loss": 0.0238, "time": 0.22497} {"mode": "train", "epoch": 141, "iter": 1500, "lr": 0.00024, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02299, "loss": 0.02299, "time": 0.22434} {"mode": "train", "epoch": 141, "iter": 1600, "lr": 0.00024, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02204, "loss": 0.02204, "time": 0.22452} {"mode": "train", "epoch": 141, "iter": 1700, "lr": 0.00024, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02246, "loss": 0.02246, "time": 0.22466} {"mode": "train", "epoch": 141, "iter": 1800, "lr": 0.00024, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02338, "loss": 0.02338, "time": 0.22531} {"mode": "train", "epoch": 141, "iter": 1900, "lr": 0.00023, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02502, "loss": 0.02502, "time": 0.22562} {"mode": "train", "epoch": 141, "iter": 2000, "lr": 0.00023, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02265, "loss": 0.02265, "time": 0.22469} {"mode": "train", "epoch": 141, "iter": 2100, "lr": 0.00023, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02371, "loss": 0.02371, "time": 0.22528} {"mode": "train", "epoch": 141, "iter": 2200, "lr": 0.00023, "memory": 6525, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02386, "loss": 0.02386, "time": 0.22413} {"mode": "train", "epoch": 141, "iter": 2300, "lr": 0.00023, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0229, "loss": 0.0229, "time": 0.2251} {"mode": "train", "epoch": 141, "iter": 2400, "lr": 0.00022, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02479, "loss": 0.02479, "time": 0.22565} {"mode": "train", "epoch": 141, "iter": 2500, "lr": 0.00022, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02259, "loss": 0.02259, "time": 0.22485} {"mode": "val", "epoch": 141, "iter": 1031, "lr": 0.00022, "top1_acc": 0.88288, "top5_acc": 0.98095} {"mode": "train", "epoch": 142, "iter": 100, "lr": 0.00022, "memory": 6525, "data_time": 0.18956, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02368, "loss": 0.02368, "time": 0.41486} {"mode": "train", "epoch": 142, "iter": 200, "lr": 0.00022, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02228, "loss": 0.02228, "time": 0.2245} {"mode": "train", "epoch": 142, "iter": 300, "lr": 0.00022, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02264, "loss": 0.02264, "time": 0.22501} {"mode": "train", "epoch": 142, "iter": 400, "lr": 0.00021, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02152, "loss": 0.02152, "time": 0.22434} {"mode": "train", "epoch": 142, "iter": 500, "lr": 0.00021, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02638, "loss": 0.02638, "time": 0.22454} {"mode": "train", "epoch": 142, "iter": 600, "lr": 0.00021, "memory": 6525, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02341, "loss": 0.02341, "time": 0.22595} {"mode": "train", "epoch": 142, "iter": 700, "lr": 0.00021, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02353, "loss": 0.02353, "time": 0.22553} {"mode": "train", "epoch": 142, "iter": 800, "lr": 0.00021, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02194, "loss": 0.02194, "time": 0.22526} {"mode": "train", "epoch": 142, "iter": 900, "lr": 0.0002, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02325, "loss": 0.02325, "time": 0.22485} {"mode": "train", "epoch": 142, "iter": 1000, "lr": 0.0002, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02325, "loss": 0.02325, "time": 0.22506} {"mode": "train", "epoch": 142, "iter": 1100, "lr": 0.0002, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02252, "loss": 0.02252, "time": 0.22505} {"mode": "train", "epoch": 142, "iter": 1200, "lr": 0.0002, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02435, "loss": 0.02435, "time": 0.2245} {"mode": "train", "epoch": 142, "iter": 1300, "lr": 0.0002, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02439, "loss": 0.02439, "time": 0.2255} {"mode": "train", "epoch": 142, "iter": 1400, "lr": 0.00019, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02251, "loss": 0.02251, "time": 0.22421} {"mode": "train", "epoch": 142, "iter": 1500, "lr": 0.00019, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02256, "loss": 0.02256, "time": 0.22434} {"mode": "train", "epoch": 142, "iter": 1600, "lr": 0.00019, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0238, "loss": 0.0238, "time": 0.2251} {"mode": "train", "epoch": 142, "iter": 1700, "lr": 0.00019, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02699, "loss": 0.02699, "time": 0.2237} {"mode": "train", "epoch": 142, "iter": 1800, "lr": 0.00019, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02222, "loss": 0.02222, "time": 0.22453} {"mode": "train", "epoch": 142, "iter": 1900, "lr": 0.00019, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0236, "loss": 0.0236, "time": 0.22586} {"mode": "train", "epoch": 142, "iter": 2000, "lr": 0.00018, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02663, "loss": 0.02663, "time": 0.22408} {"mode": "train", "epoch": 142, "iter": 2100, "lr": 0.00018, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02619, "loss": 0.02619, "time": 0.22372} {"mode": "train", "epoch": 142, "iter": 2200, "lr": 0.00018, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02353, "loss": 0.02353, "time": 0.22478} {"mode": "train", "epoch": 142, "iter": 2300, "lr": 0.00018, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02279, "loss": 0.02279, "time": 0.22439} {"mode": "train", "epoch": 142, "iter": 2400, "lr": 0.00018, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02321, "loss": 0.02321, "time": 0.22476} {"mode": "train", "epoch": 142, "iter": 2500, "lr": 0.00018, "memory": 6525, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02442, "loss": 0.02442, "time": 0.22605} {"mode": "val", "epoch": 142, "iter": 1031, "lr": 0.00018, "top1_acc": 0.88282, "top5_acc": 0.97932} {"mode": "train", "epoch": 143, "iter": 100, "lr": 0.00017, "memory": 6525, "data_time": 0.19099, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02293, "loss": 0.02293, "time": 0.41636} {"mode": "train", "epoch": 143, "iter": 200, "lr": 0.00017, "memory": 6525, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02358, "loss": 0.02358, "time": 0.22545} {"mode": "train", "epoch": 143, "iter": 300, "lr": 0.00017, "memory": 6525, "data_time": 0.00035, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.02489, "loss": 0.02489, "time": 0.22636} {"mode": "train", "epoch": 143, "iter": 400, "lr": 0.00017, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02314, "loss": 0.02314, "time": 0.22443} {"mode": "train", "epoch": 143, "iter": 500, "lr": 0.00017, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02361, "loss": 0.02361, "time": 0.22571} {"mode": "train", "epoch": 143, "iter": 600, "lr": 0.00016, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02503, "loss": 0.02503, "time": 0.22636} {"mode": "train", "epoch": 143, "iter": 700, "lr": 0.00016, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02374, "loss": 0.02374, "time": 0.22552} {"mode": "train", "epoch": 143, "iter": 800, "lr": 0.00016, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02224, "loss": 0.02224, "time": 0.22589} {"mode": "train", "epoch": 143, "iter": 900, "lr": 0.00016, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02449, "loss": 0.02449, "time": 0.22638} {"mode": "train", "epoch": 143, "iter": 1000, "lr": 0.00016, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02161, "loss": 0.02161, "time": 0.22567} {"mode": "train", "epoch": 143, "iter": 1100, "lr": 0.00016, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02334, "loss": 0.02334, "time": 0.22606} {"mode": "train", "epoch": 143, "iter": 1200, "lr": 0.00015, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02454, "loss": 0.02454, "time": 0.22484} {"mode": "train", "epoch": 143, "iter": 1300, "lr": 0.00015, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02408, "loss": 0.02408, "time": 0.22422} {"mode": "train", "epoch": 143, "iter": 1400, "lr": 0.00015, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02259, "loss": 0.02259, "time": 0.22493} {"mode": "train", "epoch": 143, "iter": 1500, "lr": 0.00015, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02388, "loss": 0.02388, "time": 0.22652} {"mode": "train", "epoch": 143, "iter": 1600, "lr": 0.00015, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02323, "loss": 0.02323, "time": 0.22527} {"mode": "train", "epoch": 143, "iter": 1700, "lr": 0.00015, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02176, "loss": 0.02176, "time": 0.2244} {"mode": "train", "epoch": 143, "iter": 1800, "lr": 0.00015, "memory": 6525, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02114, "loss": 0.02114, "time": 0.22622} {"mode": "train", "epoch": 143, "iter": 1900, "lr": 0.00014, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02119, "loss": 0.02119, "time": 0.22539} {"mode": "train", "epoch": 143, "iter": 2000, "lr": 0.00014, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02559, "loss": 0.02559, "time": 0.22526} {"mode": "train", "epoch": 143, "iter": 2100, "lr": 0.00014, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02504, "loss": 0.02504, "time": 0.22553} {"mode": "train", "epoch": 143, "iter": 2200, "lr": 0.00014, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02264, "loss": 0.02264, "time": 0.22594} {"mode": "train", "epoch": 143, "iter": 2300, "lr": 0.00014, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02241, "loss": 0.02241, "time": 0.22651} {"mode": "train", "epoch": 143, "iter": 2400, "lr": 0.00014, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02302, "loss": 0.02302, "time": 0.22672} {"mode": "train", "epoch": 143, "iter": 2500, "lr": 0.00013, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02247, "loss": 0.02247, "time": 0.22558} {"mode": "val", "epoch": 143, "iter": 1031, "lr": 0.00013, "top1_acc": 0.88549, "top5_acc": 0.98059} {"mode": "train", "epoch": 144, "iter": 100, "lr": 0.00013, "memory": 6525, "data_time": 0.19547, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0237, "loss": 0.0237, "time": 0.42036} {"mode": "train", "epoch": 144, "iter": 200, "lr": 0.00013, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02254, "loss": 0.02254, "time": 0.22522} {"mode": "train", "epoch": 144, "iter": 300, "lr": 0.00013, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02278, "loss": 0.02278, "time": 0.22492} {"mode": "train", "epoch": 144, "iter": 400, "lr": 0.00013, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02425, "loss": 0.02425, "time": 0.22446} {"mode": "train", "epoch": 144, "iter": 500, "lr": 0.00013, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02228, "loss": 0.02228, "time": 0.22532} {"mode": "train", "epoch": 144, "iter": 600, "lr": 0.00013, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02399, "loss": 0.02399, "time": 0.22585} {"mode": "train", "epoch": 144, "iter": 700, "lr": 0.00012, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02323, "loss": 0.02323, "time": 0.22554} {"mode": "train", "epoch": 144, "iter": 800, "lr": 0.00012, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02172, "loss": 0.02172, "time": 0.22487} {"mode": "train", "epoch": 144, "iter": 900, "lr": 0.00012, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02287, "loss": 0.02287, "time": 0.22542} {"mode": "train", "epoch": 144, "iter": 1000, "lr": 0.00012, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02442, "loss": 0.02442, "time": 0.22631} {"mode": "train", "epoch": 144, "iter": 1100, "lr": 0.00012, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02199, "loss": 0.02199, "time": 0.22583} {"mode": "train", "epoch": 144, "iter": 1200, "lr": 0.00012, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02276, "loss": 0.02276, "time": 0.22454} {"mode": "train", "epoch": 144, "iter": 1300, "lr": 0.00012, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02282, "loss": 0.02282, "time": 0.22529} {"mode": "train", "epoch": 144, "iter": 1400, "lr": 0.00011, "memory": 6525, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02291, "loss": 0.02291, "time": 0.22545} {"mode": "train", "epoch": 144, "iter": 1500, "lr": 0.00011, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02305, "loss": 0.02305, "time": 0.22501} {"mode": "train", "epoch": 144, "iter": 1600, "lr": 0.00011, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02263, "loss": 0.02263, "time": 0.22588} {"mode": "train", "epoch": 144, "iter": 1700, "lr": 0.00011, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02321, "loss": 0.02321, "time": 0.22553} {"mode": "train", "epoch": 144, "iter": 1800, "lr": 0.00011, "memory": 6525, "data_time": 0.00043, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0224, "loss": 0.0224, "time": 0.2257} {"mode": "train", "epoch": 144, "iter": 1900, "lr": 0.00011, "memory": 6525, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02187, "loss": 0.02187, "time": 0.22641} {"mode": "train", "epoch": 144, "iter": 2000, "lr": 0.00011, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02336, "loss": 0.02336, "time": 0.22565} {"mode": "train", "epoch": 144, "iter": 2100, "lr": 0.0001, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02263, "loss": 0.02263, "time": 0.22623} {"mode": "train", "epoch": 144, "iter": 2200, "lr": 0.0001, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02234, "loss": 0.02234, "time": 0.22701} {"mode": "train", "epoch": 144, "iter": 2300, "lr": 0.0001, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02206, "loss": 0.02206, "time": 0.22717} {"mode": "train", "epoch": 144, "iter": 2400, "lr": 0.0001, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02331, "loss": 0.02331, "time": 0.22597} {"mode": "train", "epoch": 144, "iter": 2500, "lr": 0.0001, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02488, "loss": 0.02488, "time": 0.22555} {"mode": "val", "epoch": 144, "iter": 1031, "lr": 0.0001, "top1_acc": 0.88718, "top5_acc": 0.98156} {"mode": "train", "epoch": 145, "iter": 100, "lr": 0.0001, "memory": 6525, "data_time": 0.19021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02226, "loss": 0.02226, "time": 0.41592} {"mode": "train", "epoch": 145, "iter": 200, "lr": 0.0001, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02301, "loss": 0.02301, "time": 0.2262} {"mode": "train", "epoch": 145, "iter": 300, "lr": 9e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02306, "loss": 0.02306, "time": 0.22522} {"mode": "train", "epoch": 145, "iter": 400, "lr": 9e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02604, "loss": 0.02604, "time": 0.22402} {"mode": "train", "epoch": 145, "iter": 500, "lr": 9e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02176, "loss": 0.02176, "time": 0.22386} {"mode": "train", "epoch": 145, "iter": 600, "lr": 9e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02193, "loss": 0.02193, "time": 0.22497} {"mode": "train", "epoch": 145, "iter": 700, "lr": 9e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02456, "loss": 0.02456, "time": 0.22476} {"mode": "train", "epoch": 145, "iter": 800, "lr": 9e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02259, "loss": 0.02259, "time": 0.22414} {"mode": "train", "epoch": 145, "iter": 900, "lr": 9e-05, "memory": 6525, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0223, "loss": 0.0223, "time": 0.22564} {"mode": "train", "epoch": 145, "iter": 1000, "lr": 9e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0224, "loss": 0.0224, "time": 0.22474} {"mode": "train", "epoch": 145, "iter": 1100, "lr": 8e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02186, "loss": 0.02186, "time": 0.2245} {"mode": "train", "epoch": 145, "iter": 1200, "lr": 8e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02215, "loss": 0.02215, "time": 0.22505} {"mode": "train", "epoch": 145, "iter": 1300, "lr": 8e-05, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02297, "loss": 0.02297, "time": 0.22598} {"mode": "train", "epoch": 145, "iter": 1400, "lr": 8e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02251, "loss": 0.02251, "time": 0.22479} {"mode": "train", "epoch": 145, "iter": 1500, "lr": 8e-05, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02386, "loss": 0.02386, "time": 0.22657} {"mode": "train", "epoch": 145, "iter": 1600, "lr": 8e-05, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02571, "loss": 0.02571, "time": 0.22536} {"mode": "train", "epoch": 145, "iter": 1700, "lr": 8e-05, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02398, "loss": 0.02398, "time": 0.22429} {"mode": "train", "epoch": 145, "iter": 1800, "lr": 8e-05, "memory": 6525, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02118, "loss": 0.02118, "time": 0.22506} {"mode": "train", "epoch": 145, "iter": 1900, "lr": 8e-05, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02264, "loss": 0.02264, "time": 0.22586} {"mode": "train", "epoch": 145, "iter": 2000, "lr": 7e-05, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02146, "loss": 0.02146, "time": 0.22538} {"mode": "train", "epoch": 145, "iter": 2100, "lr": 7e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02237, "loss": 0.02237, "time": 0.22638} {"mode": "train", "epoch": 145, "iter": 2200, "lr": 7e-05, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02167, "loss": 0.02167, "time": 0.22553} {"mode": "train", "epoch": 145, "iter": 2300, "lr": 7e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02259, "loss": 0.02259, "time": 0.22517} {"mode": "train", "epoch": 145, "iter": 2400, "lr": 7e-05, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02386, "loss": 0.02386, "time": 0.22525} {"mode": "train", "epoch": 145, "iter": 2500, "lr": 7e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02297, "loss": 0.02297, "time": 0.22449} {"mode": "val", "epoch": 145, "iter": 1031, "lr": 7e-05, "top1_acc": 0.88433, "top5_acc": 0.97998} {"mode": "train", "epoch": 146, "iter": 100, "lr": 7e-05, "memory": 6525, "data_time": 0.18272, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02225, "loss": 0.02225, "time": 0.40647} {"mode": "train", "epoch": 146, "iter": 200, "lr": 7e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02372, "loss": 0.02372, "time": 0.22332} {"mode": "train", "epoch": 146, "iter": 300, "lr": 7e-05, "memory": 6525, "data_time": 0.00042, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02274, "loss": 0.02274, "time": 0.22632} {"mode": "train", "epoch": 146, "iter": 400, "lr": 6e-05, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02424, "loss": 0.02424, "time": 0.22507} {"mode": "train", "epoch": 146, "iter": 500, "lr": 6e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02169, "loss": 0.02169, "time": 0.22433} {"mode": "train", "epoch": 146, "iter": 600, "lr": 6e-05, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02118, "loss": 0.02118, "time": 0.22504} {"mode": "train", "epoch": 146, "iter": 700, "lr": 6e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02251, "loss": 0.02251, "time": 0.22382} {"mode": "train", "epoch": 146, "iter": 800, "lr": 6e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02414, "loss": 0.02414, "time": 0.22532} {"mode": "train", "epoch": 146, "iter": 900, "lr": 6e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02264, "loss": 0.02264, "time": 0.22524} {"mode": "train", "epoch": 146, "iter": 1000, "lr": 6e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02071, "loss": 0.02071, "time": 0.22441} {"mode": "train", "epoch": 146, "iter": 1100, "lr": 6e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02315, "loss": 0.02315, "time": 0.22424} {"mode": "train", "epoch": 146, "iter": 1200, "lr": 6e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02472, "loss": 0.02472, "time": 0.22412} {"mode": "train", "epoch": 146, "iter": 1300, "lr": 6e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02305, "loss": 0.02305, "time": 0.22461} {"mode": "train", "epoch": 146, "iter": 1400, "lr": 5e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02168, "loss": 0.02168, "time": 0.22553} {"mode": "train", "epoch": 146, "iter": 1500, "lr": 5e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02235, "loss": 0.02235, "time": 0.22374} {"mode": "train", "epoch": 146, "iter": 1600, "lr": 5e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02174, "loss": 0.02174, "time": 0.22339} {"mode": "train", "epoch": 146, "iter": 1700, "lr": 5e-05, "memory": 6525, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02272, "loss": 0.02272, "time": 0.22385} {"mode": "train", "epoch": 146, "iter": 1800, "lr": 5e-05, "memory": 6525, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02206, "loss": 0.02206, "time": 0.22376} {"mode": "train", "epoch": 146, "iter": 1900, "lr": 5e-05, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0229, "loss": 0.0229, "time": 0.22459} {"mode": "train", "epoch": 146, "iter": 2000, "lr": 5e-05, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0217, "loss": 0.0217, "time": 0.22443} {"mode": "train", "epoch": 146, "iter": 2100, "lr": 5e-05, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02201, "loss": 0.02201, "time": 0.22353} {"mode": "train", "epoch": 146, "iter": 2200, "lr": 5e-05, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02326, "loss": 0.02326, "time": 0.22387} {"mode": "train", "epoch": 146, "iter": 2300, "lr": 5e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02242, "loss": 0.02242, "time": 0.22475} {"mode": "train", "epoch": 146, "iter": 2400, "lr": 4e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02237, "loss": 0.02237, "time": 0.22516} {"mode": "train", "epoch": 146, "iter": 2500, "lr": 4e-05, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02201, "loss": 0.02201, "time": 0.22592} {"mode": "val", "epoch": 146, "iter": 1031, "lr": 4e-05, "top1_acc": 0.88354, "top5_acc": 0.98047} {"mode": "train", "epoch": 147, "iter": 100, "lr": 4e-05, "memory": 6525, "data_time": 0.18647, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02269, "loss": 0.02269, "time": 0.41172} {"mode": "train", "epoch": 147, "iter": 200, "lr": 4e-05, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02112, "loss": 0.02112, "time": 0.22366} {"mode": "train", "epoch": 147, "iter": 300, "lr": 4e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02186, "loss": 0.02186, "time": 0.22382} {"mode": "train", "epoch": 147, "iter": 400, "lr": 4e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02297, "loss": 0.02297, "time": 0.22378} {"mode": "train", "epoch": 147, "iter": 500, "lr": 4e-05, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02432, "loss": 0.02432, "time": 0.22599} {"mode": "train", "epoch": 147, "iter": 600, "lr": 4e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02112, "loss": 0.02112, "time": 0.22471} {"mode": "train", "epoch": 147, "iter": 700, "lr": 4e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02293, "loss": 0.02293, "time": 0.225} {"mode": "train", "epoch": 147, "iter": 800, "lr": 4e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02301, "loss": 0.02301, "time": 0.22443} {"mode": "train", "epoch": 147, "iter": 900, "lr": 4e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02208, "loss": 0.02208, "time": 0.22486} {"mode": "train", "epoch": 147, "iter": 1000, "lr": 4e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02257, "loss": 0.02257, "time": 0.22484} {"mode": "train", "epoch": 147, "iter": 1100, "lr": 3e-05, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02242, "loss": 0.02242, "time": 0.22532} {"mode": "train", "epoch": 147, "iter": 1200, "lr": 3e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02354, "loss": 0.02354, "time": 0.22523} {"mode": "train", "epoch": 147, "iter": 1300, "lr": 3e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0218, "loss": 0.0218, "time": 0.22489} {"mode": "train", "epoch": 147, "iter": 1400, "lr": 3e-05, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02334, "loss": 0.02334, "time": 0.2254} {"mode": "train", "epoch": 147, "iter": 1500, "lr": 3e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02251, "loss": 0.02251, "time": 0.22541} {"mode": "train", "epoch": 147, "iter": 1600, "lr": 3e-05, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02267, "loss": 0.02267, "time": 0.22526} {"mode": "train", "epoch": 147, "iter": 1700, "lr": 3e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02419, "loss": 0.02419, "time": 0.22477} {"mode": "train", "epoch": 147, "iter": 1800, "lr": 3e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02047, "loss": 0.02047, "time": 0.22491} {"mode": "train", "epoch": 147, "iter": 1900, "lr": 3e-05, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02345, "loss": 0.02345, "time": 0.22541} {"mode": "train", "epoch": 147, "iter": 2000, "lr": 3e-05, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02279, "loss": 0.02279, "time": 0.22528} {"mode": "train", "epoch": 147, "iter": 2100, "lr": 3e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02418, "loss": 0.02418, "time": 0.22511} {"mode": "train", "epoch": 147, "iter": 2200, "lr": 3e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0222, "loss": 0.0222, "time": 0.22512} {"mode": "train", "epoch": 147, "iter": 2300, "lr": 3e-05, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02143, "loss": 0.02143, "time": 0.22579} {"mode": "train", "epoch": 147, "iter": 2400, "lr": 3e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02186, "loss": 0.02186, "time": 0.22514} {"mode": "train", "epoch": 147, "iter": 2500, "lr": 2e-05, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02155, "loss": 0.02155, "time": 0.22599} {"mode": "val", "epoch": 147, "iter": 1031, "lr": 2e-05, "top1_acc": 0.88906, "top5_acc": 0.98114} {"mode": "train", "epoch": 148, "iter": 100, "lr": 2e-05, "memory": 6525, "data_time": 0.18783, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02366, "loss": 0.02366, "time": 0.41146} {"mode": "train", "epoch": 148, "iter": 200, "lr": 2e-05, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02268, "loss": 0.02268, "time": 0.22431} {"mode": "train", "epoch": 148, "iter": 300, "lr": 2e-05, "memory": 6525, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02203, "loss": 0.02203, "time": 0.22632} {"mode": "train", "epoch": 148, "iter": 400, "lr": 2e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02335, "loss": 0.02335, "time": 0.22595} {"mode": "train", "epoch": 148, "iter": 500, "lr": 2e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02368, "loss": 0.02368, "time": 0.2251} {"mode": "train", "epoch": 148, "iter": 600, "lr": 2e-05, "memory": 6525, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02234, "loss": 0.02234, "time": 0.2252} {"mode": "train", "epoch": 148, "iter": 700, "lr": 2e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02189, "loss": 0.02189, "time": 0.22503} {"mode": "train", "epoch": 148, "iter": 800, "lr": 2e-05, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02257, "loss": 0.02257, "time": 0.22504} {"mode": "train", "epoch": 148, "iter": 900, "lr": 2e-05, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02245, "loss": 0.02245, "time": 0.22506} {"mode": "train", "epoch": 148, "iter": 1000, "lr": 2e-05, "memory": 6525, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02158, "loss": 0.02158, "time": 0.22497} {"mode": "train", "epoch": 148, "iter": 1100, "lr": 2e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02215, "loss": 0.02215, "time": 0.22415} {"mode": "train", "epoch": 148, "iter": 1200, "lr": 2e-05, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0235, "loss": 0.0235, "time": 0.22512} {"mode": "train", "epoch": 148, "iter": 1300, "lr": 2e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02276, "loss": 0.02276, "time": 0.22531} {"mode": "train", "epoch": 148, "iter": 1400, "lr": 2e-05, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02215, "loss": 0.02215, "time": 0.22476} {"mode": "train", "epoch": 148, "iter": 1500, "lr": 2e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0246, "loss": 0.0246, "time": 0.22544} {"mode": "train", "epoch": 148, "iter": 1600, "lr": 2e-05, "memory": 6525, "data_time": 0.00039, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0225, "loss": 0.0225, "time": 0.22469} {"mode": "train", "epoch": 148, "iter": 1700, "lr": 1e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02469, "loss": 0.02469, "time": 0.22593} {"mode": "train", "epoch": 148, "iter": 1800, "lr": 1e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02326, "loss": 0.02326, "time": 0.22663} {"mode": "train", "epoch": 148, "iter": 1900, "lr": 1e-05, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02094, "loss": 0.02094, "time": 0.22616} {"mode": "train", "epoch": 148, "iter": 2000, "lr": 1e-05, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02269, "loss": 0.02269, "time": 0.22476} {"mode": "train", "epoch": 148, "iter": 2100, "lr": 1e-05, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02263, "loss": 0.02263, "time": 0.22558} {"mode": "train", "epoch": 148, "iter": 2200, "lr": 1e-05, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02157, "loss": 0.02157, "time": 0.22447} {"mode": "train", "epoch": 148, "iter": 2300, "lr": 1e-05, "memory": 6525, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02102, "loss": 0.02102, "time": 0.22572} {"mode": "train", "epoch": 148, "iter": 2400, "lr": 1e-05, "memory": 6525, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0218, "loss": 0.0218, "time": 0.22523} {"mode": "train", "epoch": 148, "iter": 2500, "lr": 1e-05, "memory": 6525, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02205, "loss": 0.02205, "time": 0.22544} {"mode": "val", "epoch": 148, "iter": 1031, "lr": 1e-05, "top1_acc": 0.88512, "top5_acc": 0.98059} {"mode": "train", "epoch": 149, "iter": 100, "lr": 1e-05, "memory": 6525, "data_time": 0.18568, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02092, "loss": 0.02092, "time": 0.4106} {"mode": "train", "epoch": 149, "iter": 200, "lr": 1e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02166, "loss": 0.02166, "time": 0.22394} {"mode": "train", "epoch": 149, "iter": 300, "lr": 1e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02308, "loss": 0.02308, "time": 0.22419} {"mode": "train", "epoch": 149, "iter": 400, "lr": 1e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02074, "loss": 0.02074, "time": 0.22629} {"mode": "train", "epoch": 149, "iter": 500, "lr": 1e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0221, "loss": 0.0221, "time": 0.22522} {"mode": "train", "epoch": 149, "iter": 600, "lr": 1e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02213, "loss": 0.02213, "time": 0.22522} {"mode": "train", "epoch": 149, "iter": 700, "lr": 1e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02246, "loss": 0.02246, "time": 0.22515} {"mode": "train", "epoch": 149, "iter": 800, "lr": 1e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02491, "loss": 0.02491, "time": 0.22425} {"mode": "train", "epoch": 149, "iter": 900, "lr": 1e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02217, "loss": 0.02217, "time": 0.22555} {"mode": "train", "epoch": 149, "iter": 1000, "lr": 1e-05, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02393, "loss": 0.02393, "time": 0.22498} {"mode": "train", "epoch": 149, "iter": 1100, "lr": 1e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02154, "loss": 0.02154, "time": 0.22613} {"mode": "train", "epoch": 149, "iter": 1200, "lr": 1e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02221, "loss": 0.02221, "time": 0.22506} {"mode": "train", "epoch": 149, "iter": 1300, "lr": 1e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02276, "loss": 0.02276, "time": 0.22474} {"mode": "train", "epoch": 149, "iter": 1400, "lr": 1e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02207, "loss": 0.02207, "time": 0.22518} {"mode": "train", "epoch": 149, "iter": 1500, "lr": 1e-05, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02198, "loss": 0.02198, "time": 0.22457} {"mode": "train", "epoch": 149, "iter": 1600, "lr": 1e-05, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02274, "loss": 0.02274, "time": 0.2248} {"mode": "train", "epoch": 149, "iter": 1700, "lr": 0.0, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02356, "loss": 0.02356, "time": 0.22397} {"mode": "train", "epoch": 149, "iter": 1800, "lr": 0.0, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02152, "loss": 0.02152, "time": 0.22423} {"mode": "train", "epoch": 149, "iter": 1900, "lr": 0.0, "memory": 6525, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0222, "loss": 0.0222, "time": 0.22561} {"mode": "train", "epoch": 149, "iter": 2000, "lr": 0.0, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02145, "loss": 0.02145, "time": 0.2247} {"mode": "train", "epoch": 149, "iter": 2100, "lr": 0.0, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02218, "loss": 0.02218, "time": 0.22548} {"mode": "train", "epoch": 149, "iter": 2200, "lr": 0.0, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02245, "loss": 0.02245, "time": 0.22564} {"mode": "train", "epoch": 149, "iter": 2300, "lr": 0.0, "memory": 6525, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02269, "loss": 0.02269, "time": 0.22465} {"mode": "train", "epoch": 149, "iter": 2400, "lr": 0.0, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0232, "loss": 0.0232, "time": 0.22402} {"mode": "train", "epoch": 149, "iter": 2500, "lr": 0.0, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02397, "loss": 0.02397, "time": 0.22665} {"mode": "val", "epoch": 149, "iter": 1031, "lr": 0.0, "top1_acc": 0.88506, "top5_acc": 0.98162} {"mode": "train", "epoch": 150, "iter": 100, "lr": 0.0, "memory": 6525, "data_time": 0.18902, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02161, "loss": 0.02161, "time": 0.41463} {"mode": "train", "epoch": 150, "iter": 200, "lr": 0.0, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02206, "loss": 0.02206, "time": 0.22429} {"mode": "train", "epoch": 150, "iter": 300, "lr": 0.0, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02472, "loss": 0.02472, "time": 0.22494} {"mode": "train", "epoch": 150, "iter": 400, "lr": 0.0, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02145, "loss": 0.02145, "time": 0.22513} {"mode": "train", "epoch": 150, "iter": 500, "lr": 0.0, "memory": 6525, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02193, "loss": 0.02193, "time": 0.22595} {"mode": "train", "epoch": 150, "iter": 600, "lr": 0.0, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02229, "loss": 0.02229, "time": 0.22559} {"mode": "train", "epoch": 150, "iter": 700, "lr": 0.0, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02263, "loss": 0.02263, "time": 0.22592} {"mode": "train", "epoch": 150, "iter": 800, "lr": 0.0, "memory": 6525, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02233, "loss": 0.02233, "time": 0.22506} {"mode": "train", "epoch": 150, "iter": 900, "lr": 0.0, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02244, "loss": 0.02244, "time": 0.22516} {"mode": "train", "epoch": 150, "iter": 1000, "lr": 0.0, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02284, "loss": 0.02284, "time": 0.22481} {"mode": "train", "epoch": 150, "iter": 1100, "lr": 0.0, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02203, "loss": 0.02203, "time": 0.22538} {"mode": "train", "epoch": 150, "iter": 1200, "lr": 0.0, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02278, "loss": 0.02278, "time": 0.22498} {"mode": "train", "epoch": 150, "iter": 1300, "lr": 0.0, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02407, "loss": 0.02407, "time": 0.22621} {"mode": "train", "epoch": 150, "iter": 1400, "lr": 0.0, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02246, "loss": 0.02246, "time": 0.22593} {"mode": "train", "epoch": 150, "iter": 1500, "lr": 0.0, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02097, "loss": 0.02097, "time": 0.22514} {"mode": "train", "epoch": 150, "iter": 1600, "lr": 0.0, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02334, "loss": 0.02334, "time": 0.22467} {"mode": "train", "epoch": 150, "iter": 1700, "lr": 0.0, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02331, "loss": 0.02331, "time": 0.22539} {"mode": "train", "epoch": 150, "iter": 1800, "lr": 0.0, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02371, "loss": 0.02371, "time": 0.22461} {"mode": "train", "epoch": 150, "iter": 1900, "lr": 0.0, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0222, "loss": 0.0222, "time": 0.22414} {"mode": "train", "epoch": 150, "iter": 2000, "lr": 0.0, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02565, "loss": 0.02565, "time": 0.22393} {"mode": "train", "epoch": 150, "iter": 2100, "lr": 0.0, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02206, "loss": 0.02206, "time": 0.22487} {"mode": "train", "epoch": 150, "iter": 2200, "lr": 0.0, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02205, "loss": 0.02205, "time": 0.22463} {"mode": "train", "epoch": 150, "iter": 2300, "lr": 0.0, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02242, "loss": 0.02242, "time": 0.22435} {"mode": "train", "epoch": 150, "iter": 2400, "lr": 0.0, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02233, "loss": 0.02233, "time": 0.22409} {"mode": "train", "epoch": 150, "iter": 2500, "lr": 0.0, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02451, "loss": 0.02451, "time": 0.22466} {"mode": "val", "epoch": 150, "iter": 1031, "lr": 0.0, "top1_acc": 0.88536, "top5_acc": 0.98065}