diff --git "a/finegym/k_2/20231223_050754.log.json" "b/finegym/k_2/20231223_050754.log.json" new file mode 100644--- /dev/null +++ "b/finegym/k_2/20231223_050754.log.json" @@ -0,0 +1,1951 @@ +{"env_info": "sys.platform: linux\nPython: 3.7.11 (default, Jul 27 2021, 14:32:16) [GCC 7.5.0]\nCUDA available: True\nGPU 0: Tesla V100-PCIE-32GB\nCUDA_HOME: /usr/local/cuda-12.0\nNVCC: Cuda compilation tools, release 12.0, V12.0.76\nGCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.2) 9.4.0\nPyTorch: 1.11.0\nPyTorch compiling details: PyTorch built with:\n - GCC 7.3\n - C++ Version: 201402\n - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.5.2 (Git Hash a9302535553c73243c632ad3c4c80beec3d19a1e)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - LAPACK is enabled (usually provided by MKL)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.3\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 8.2\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, 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 -DEDGE_PROFILER_USE_KINETO -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-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=1.11.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, \n\nTorchVision: 0.12.0\nOpenCV: 4.8.0\nMMCV: 1.5.0\nMMCV Compiler: GCC 7.3\nMMCV CUDA Compiler: 11.3\npyskl: 0.1.0+", "seed": 756759293, "config_name": "k_2.py", "work_dir": "k_2", "hook_msgs": {}} +{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.025, "memory": 4120, "data_time": 0.17957, "top1_acc": 0.07812, "top5_acc": 0.2625, "loss_cls": 5.13005, "loss": 5.13005, "time": 0.61745} +{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.025, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.11, "top5_acc": 0.37, "loss_cls": 4.89172, "loss": 4.89172, "time": 0.4262} +{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.025, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.135, "top5_acc": 0.42312, "loss_cls": 4.73525, "loss": 4.73525, "time": 0.42855} +{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.025, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.15563, "top5_acc": 0.46125, "loss_cls": 4.52965, "loss": 4.52965, "time": 0.43056} +{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.025, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.19188, "top5_acc": 0.5375, "loss_cls": 4.28193, "loss": 4.28193, "time": 0.42833} +{"mode": "train", "epoch": 1, "iter": 600, "lr": 0.025, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.2225, "top5_acc": 0.57063, "loss_cls": 4.16478, "loss": 4.16478, "time": 0.42608} +{"mode": "train", "epoch": 1, "iter": 700, "lr": 0.025, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.24438, "top5_acc": 0.61, "loss_cls": 3.89702, "loss": 3.89702, "time": 0.4255} +{"mode": "train", "epoch": 1, "iter": 800, "lr": 0.025, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.26687, "top5_acc": 0.65312, "loss_cls": 3.72233, "loss": 3.72233, "time": 0.42517} +{"mode": "train", "epoch": 1, "iter": 900, "lr": 0.025, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.27312, "top5_acc": 0.67062, "loss_cls": 3.70682, "loss": 3.70682, "time": 0.42568} +{"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.025, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.29812, "top5_acc": 0.69625, "loss_cls": 3.52111, "loss": 3.52111, "time": 0.42482} +{"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.025, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.33312, "top5_acc": 0.71875, "loss_cls": 3.38838, "loss": 3.38838, "time": 0.35568} +{"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.025, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.33625, "top5_acc": 0.745, "loss_cls": 3.30692, "loss": 3.30692, "time": 0.32754} +{"mode": "val", "epoch": 1, "iter": 533, "lr": 0.025, "top1_acc": 0.35418, "top5_acc": 0.76998, "mean_class_accuracy": 0.2009} +{"mode": "train", "epoch": 2, "iter": 100, "lr": 0.025, "memory": 4120, "data_time": 0.17919, "top1_acc": 0.38562, "top5_acc": 0.78125, "loss_cls": 3.09564, "loss": 3.09564, "time": 0.60529} +{"mode": "train", "epoch": 2, "iter": 200, "lr": 0.025, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.38188, "top5_acc": 0.78688, "loss_cls": 3.08462, "loss": 3.08462, "time": 0.42675} +{"mode": "train", "epoch": 2, "iter": 300, "lr": 0.025, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.4075, "top5_acc": 0.80375, "loss_cls": 2.98019, "loss": 2.98019, "time": 0.42527} +{"mode": "train", "epoch": 2, "iter": 400, "lr": 0.025, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.42375, "top5_acc": 0.83875, "loss_cls": 2.83751, "loss": 2.83751, "time": 0.42569} +{"mode": "train", "epoch": 2, "iter": 500, "lr": 0.02499, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.435, "top5_acc": 0.855, "loss_cls": 2.71706, "loss": 2.71706, "time": 0.426} +{"mode": "train", "epoch": 2, "iter": 600, "lr": 0.02499, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.44312, "top5_acc": 0.83688, "loss_cls": 2.72912, "loss": 2.72912, "time": 0.42584} +{"mode": "train", "epoch": 2, "iter": 700, "lr": 0.02499, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.435, "top5_acc": 0.85312, "loss_cls": 2.63736, "loss": 2.63736, "time": 0.4285} +{"mode": "train", "epoch": 2, "iter": 800, "lr": 0.02499, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.4925, "top5_acc": 0.87875, "loss_cls": 2.39215, "loss": 2.39215, "time": 0.43066} +{"mode": "train", "epoch": 2, "iter": 900, "lr": 0.02499, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.48812, "top5_acc": 0.88562, "loss_cls": 2.36082, "loss": 2.36082, "time": 0.42787} +{"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.02499, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.49875, "top5_acc": 0.88312, "loss_cls": 2.33529, "loss": 2.33529, "time": 0.4254} +{"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.02499, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.515, "top5_acc": 0.89188, "loss_cls": 2.24089, "loss": 2.24089, "time": 0.36708} +{"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.02499, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.4975, "top5_acc": 0.895, "loss_cls": 2.17005, "loss": 2.17005, "time": 0.31881} +{"mode": "val", "epoch": 2, "iter": 533, "lr": 0.02499, "top1_acc": 0.50921, "top5_acc": 0.88722, "mean_class_accuracy": 0.33367} +{"mode": "train", "epoch": 3, "iter": 100, "lr": 0.02499, "memory": 4120, "data_time": 0.17916, "top1_acc": 0.52, "top5_acc": 0.89812, "loss_cls": 2.0729, "loss": 2.0729, "time": 0.61365} +{"mode": "train", "epoch": 3, "iter": 200, "lr": 0.02499, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.54875, "top5_acc": 0.90875, "loss_cls": 1.9525, "loss": 1.9525, "time": 0.44157} +{"mode": "train", "epoch": 3, "iter": 300, "lr": 0.02499, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.54438, "top5_acc": 0.90688, "loss_cls": 1.98125, "loss": 1.98125, "time": 0.44027} +{"mode": "train", "epoch": 3, "iter": 400, "lr": 0.02499, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.55188, "top5_acc": 0.91375, "loss_cls": 1.92347, "loss": 1.92347, "time": 0.435} +{"mode": "train", "epoch": 3, "iter": 500, "lr": 0.02498, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.57563, "top5_acc": 0.92375, "loss_cls": 1.8428, "loss": 1.8428, "time": 0.43388} +{"mode": "train", "epoch": 3, "iter": 600, "lr": 0.02498, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.54375, "top5_acc": 0.91875, "loss_cls": 1.84239, "loss": 1.84239, "time": 0.43387} +{"mode": "train", "epoch": 3, "iter": 700, "lr": 0.02498, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.55188, "top5_acc": 0.9175, "loss_cls": 1.87254, "loss": 1.87254, "time": 0.43445} +{"mode": "train", "epoch": 3, "iter": 800, "lr": 0.02498, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.57875, "top5_acc": 0.91188, "loss_cls": 1.74582, "loss": 1.74582, "time": 0.43393} +{"mode": "train", "epoch": 3, "iter": 900, "lr": 0.02498, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.58, "top5_acc": 0.93188, "loss_cls": 1.7598, "loss": 1.7598, "time": 0.43435} +{"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.02498, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.56625, "top5_acc": 0.945, "loss_cls": 1.68049, "loss": 1.68049, "time": 0.43484} +{"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.02498, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.59688, "top5_acc": 0.93375, "loss_cls": 1.66442, "loss": 1.66442, "time": 0.37421} +{"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.02498, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.59375, "top5_acc": 0.93312, "loss_cls": 1.66608, "loss": 1.66608, "time": 0.31631} +{"mode": "val", "epoch": 3, "iter": 533, "lr": 0.02498, "top1_acc": 0.57141, "top5_acc": 0.9229, "mean_class_accuracy": 0.43569} +{"mode": "train", "epoch": 4, "iter": 100, "lr": 0.02497, "memory": 4120, "data_time": 0.17747, "top1_acc": 0.62313, "top5_acc": 0.94438, "loss_cls": 1.52157, "loss": 1.52157, "time": 0.60367} +{"mode": "train", "epoch": 4, "iter": 200, "lr": 0.02497, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.61687, "top5_acc": 0.95062, "loss_cls": 1.51799, "loss": 1.51799, "time": 0.4259} +{"mode": "train", "epoch": 4, "iter": 300, "lr": 0.02497, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.62062, "top5_acc": 0.94875, "loss_cls": 1.47356, "loss": 1.47356, "time": 0.42548} +{"mode": "train", "epoch": 4, "iter": 400, "lr": 0.02497, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.605, "top5_acc": 0.93562, "loss_cls": 1.5622, "loss": 1.5622, "time": 0.4259} +{"mode": "train", "epoch": 4, "iter": 500, "lr": 0.02497, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.6275, "top5_acc": 0.95312, "loss_cls": 1.43529, "loss": 1.43529, "time": 0.42732} +{"mode": "train", "epoch": 4, "iter": 600, "lr": 0.02497, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.625, "top5_acc": 0.94562, "loss_cls": 1.45224, "loss": 1.45224, "time": 0.43154} +{"mode": "train", "epoch": 4, "iter": 700, "lr": 0.02497, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.64438, "top5_acc": 0.94438, "loss_cls": 1.41829, "loss": 1.41829, "time": 0.43022} +{"mode": "train", "epoch": 4, "iter": 800, "lr": 0.02496, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.64312, "top5_acc": 0.95812, "loss_cls": 1.3701, "loss": 1.3701, "time": 0.4248} +{"mode": "train", "epoch": 4, "iter": 900, "lr": 0.02496, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.62625, "top5_acc": 0.95188, "loss_cls": 1.42629, "loss": 1.42629, "time": 0.42675} +{"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.02496, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.635, "top5_acc": 0.95062, "loss_cls": 1.41113, "loss": 1.41113, "time": 0.42579} +{"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.02496, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.63125, "top5_acc": 0.95188, "loss_cls": 1.43403, "loss": 1.43403, "time": 0.38195} +{"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.02496, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.6625, "top5_acc": 0.96875, "loss_cls": 1.30403, "loss": 1.30403, "time": 0.30459} +{"mode": "val", "epoch": 4, "iter": 533, "lr": 0.02496, "top1_acc": 0.62939, "top5_acc": 0.94156, "mean_class_accuracy": 0.47937} +{"mode": "train", "epoch": 5, "iter": 100, "lr": 0.02495, "memory": 4120, "data_time": 0.19338, "top1_acc": 0.66, "top5_acc": 0.96688, "loss_cls": 1.29305, "loss": 1.29305, "time": 0.62366} +{"mode": "train", "epoch": 5, "iter": 200, "lr": 0.02495, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.67562, "top5_acc": 0.96125, "loss_cls": 1.25343, "loss": 1.25343, "time": 0.428} +{"mode": "train", "epoch": 5, "iter": 300, "lr": 0.02495, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.6675, "top5_acc": 0.95625, "loss_cls": 1.29872, "loss": 1.29872, "time": 0.42561} +{"mode": "train", "epoch": 5, "iter": 400, "lr": 0.02495, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.695, "top5_acc": 0.96625, "loss_cls": 1.25189, "loss": 1.25189, "time": 0.42517} +{"mode": "train", "epoch": 5, "iter": 500, "lr": 0.02495, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.66688, "top5_acc": 0.9625, "loss_cls": 1.27253, "loss": 1.27253, "time": 0.42621} +{"mode": "train", "epoch": 5, "iter": 600, "lr": 0.02495, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.66625, "top5_acc": 0.965, "loss_cls": 1.23817, "loss": 1.23817, "time": 0.42533} +{"mode": "train", "epoch": 5, "iter": 700, "lr": 0.02494, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.65125, "top5_acc": 0.96, "loss_cls": 1.31255, "loss": 1.31255, "time": 0.42622} +{"mode": "train", "epoch": 5, "iter": 800, "lr": 0.02494, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.67562, "top5_acc": 0.97438, "loss_cls": 1.22224, "loss": 1.22224, "time": 0.42566} +{"mode": "train", "epoch": 5, "iter": 900, "lr": 0.02494, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.67812, "top5_acc": 0.96188, "loss_cls": 1.23949, "loss": 1.23949, "time": 0.42563} +{"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.02494, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.65188, "top5_acc": 0.97062, "loss_cls": 1.24001, "loss": 1.24001, "time": 0.43035} +{"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.02494, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.685, "top5_acc": 0.965, "loss_cls": 1.18624, "loss": 1.18624, "time": 0.37319} +{"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.02493, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.65688, "top5_acc": 0.95875, "loss_cls": 1.27003, "loss": 1.27003, "time": 0.31885} +{"mode": "val", "epoch": 5, "iter": 533, "lr": 0.02493, "top1_acc": 0.66225, "top5_acc": 0.95235, "mean_class_accuracy": 0.53434} +{"mode": "train", "epoch": 6, "iter": 100, "lr": 0.02493, "memory": 4120, "data_time": 0.17457, "top1_acc": 0.71688, "top5_acc": 0.97562, "loss_cls": 1.09155, "loss": 1.09155, "time": 0.60044} +{"mode": "train", "epoch": 6, "iter": 200, "lr": 0.02493, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.68562, "top5_acc": 0.9675, "loss_cls": 1.16355, "loss": 1.16355, "time": 0.42567} +{"mode": "train", "epoch": 6, "iter": 300, "lr": 0.02492, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.685, "top5_acc": 0.96625, "loss_cls": 1.18294, "loss": 1.18294, "time": 0.42638} +{"mode": "train", "epoch": 6, "iter": 400, "lr": 0.02492, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.69188, "top5_acc": 0.97438, "loss_cls": 1.14747, "loss": 1.14747, "time": 0.42687} +{"mode": "train", "epoch": 6, "iter": 500, "lr": 0.02492, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.68562, "top5_acc": 0.96875, "loss_cls": 1.15595, "loss": 1.15595, "time": 0.42967} +{"mode": "train", "epoch": 6, "iter": 600, "lr": 0.02492, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.69188, "top5_acc": 0.9625, "loss_cls": 1.17193, "loss": 1.17193, "time": 0.42735} +{"mode": "train", "epoch": 6, "iter": 700, "lr": 0.02492, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.6875, "top5_acc": 0.9625, "loss_cls": 1.18748, "loss": 1.18748, "time": 0.42589} +{"mode": "train", "epoch": 6, "iter": 800, "lr": 0.02491, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.70375, "top5_acc": 0.97312, "loss_cls": 1.12861, "loss": 1.12861, "time": 0.42549} +{"mode": "train", "epoch": 6, "iter": 900, "lr": 0.02491, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.70812, "top5_acc": 0.97688, "loss_cls": 1.12731, "loss": 1.12731, "time": 0.4255} +{"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.02491, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.69125, "top5_acc": 0.965, "loss_cls": 1.17113, "loss": 1.17113, "time": 0.42577} +{"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.02491, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.71938, "top5_acc": 0.97062, "loss_cls": 1.0798, "loss": 1.0798, "time": 0.37227} +{"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.0249, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.70812, "top5_acc": 0.97375, "loss_cls": 1.088, "loss": 1.088, "time": 0.30852} +{"mode": "val", "epoch": 6, "iter": 533, "lr": 0.0249, "top1_acc": 0.66917, "top5_acc": 0.95623, "mean_class_accuracy": 0.56018} +{"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0249, "memory": 4120, "data_time": 0.19035, "top1_acc": 0.68562, "top5_acc": 0.97188, "loss_cls": 1.12185, "loss": 1.12185, "time": 0.6167} +{"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0249, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.73062, "top5_acc": 0.97625, "loss_cls": 1.05055, "loss": 1.05055, "time": 0.42587} +{"mode": "train", "epoch": 7, "iter": 300, "lr": 0.02489, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.725, "top5_acc": 0.97688, "loss_cls": 1.0434, "loss": 1.0434, "time": 0.42569} +{"mode": "train", "epoch": 7, "iter": 400, "lr": 0.02489, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.71125, "top5_acc": 0.97312, "loss_cls": 1.10376, "loss": 1.10376, "time": 0.42603} +{"mode": "train", "epoch": 7, "iter": 500, "lr": 0.02489, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.72938, "top5_acc": 0.96938, "loss_cls": 1.06275, "loss": 1.06275, "time": 0.42673} +{"mode": "train", "epoch": 7, "iter": 600, "lr": 0.02489, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.7225, "top5_acc": 0.98188, "loss_cls": 1.01714, "loss": 1.01714, "time": 0.42522} +{"mode": "train", "epoch": 7, "iter": 700, "lr": 0.02488, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.72438, "top5_acc": 0.97062, "loss_cls": 1.07457, "loss": 1.07457, "time": 0.43311} +{"mode": "train", "epoch": 7, "iter": 800, "lr": 0.02488, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.71375, "top5_acc": 0.96812, "loss_cls": 1.08138, "loss": 1.08138, "time": 0.43645} +{"mode": "train", "epoch": 7, "iter": 900, "lr": 0.02488, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.70938, "top5_acc": 0.975, "loss_cls": 1.07162, "loss": 1.07162, "time": 0.44113} +{"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.02487, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.7325, "top5_acc": 0.96562, "loss_cls": 1.02048, "loss": 1.02048, "time": 0.43704} +{"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.02487, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.72625, "top5_acc": 0.97562, "loss_cls": 1.03706, "loss": 1.03706, "time": 0.38046} +{"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.02487, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.73125, "top5_acc": 0.97812, "loss_cls": 1.01105, "loss": 1.01105, "time": 0.30816} +{"mode": "val", "epoch": 7, "iter": 533, "lr": 0.02487, "top1_acc": 0.73383, "top5_acc": 0.97019, "mean_class_accuracy": 0.59764} +{"mode": "train", "epoch": 8, "iter": 100, "lr": 0.02486, "memory": 4120, "data_time": 0.17292, "top1_acc": 0.73875, "top5_acc": 0.97688, "loss_cls": 0.98865, "loss": 0.98865, "time": 0.60721} +{"mode": "train", "epoch": 8, "iter": 200, "lr": 0.02486, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.72688, "top5_acc": 0.9775, "loss_cls": 1.02331, "loss": 1.02331, "time": 0.43463} +{"mode": "train", "epoch": 8, "iter": 300, "lr": 0.02486, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.73875, "top5_acc": 0.9775, "loss_cls": 1.00933, "loss": 1.00933, "time": 0.44062} +{"mode": "train", "epoch": 8, "iter": 400, "lr": 0.02485, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.73125, "top5_acc": 0.96688, "loss_cls": 1.02812, "loss": 1.02812, "time": 0.44155} +{"mode": "train", "epoch": 8, "iter": 500, "lr": 0.02485, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.74375, "top5_acc": 0.97625, "loss_cls": 0.99368, "loss": 0.99368, "time": 0.43382} +{"mode": "train", "epoch": 8, "iter": 600, "lr": 0.02485, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.74688, "top5_acc": 0.97938, "loss_cls": 0.9662, "loss": 0.9662, "time": 0.43471} +{"mode": "train", "epoch": 8, "iter": 700, "lr": 0.02484, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.72938, "top5_acc": 0.96875, "loss_cls": 1.02491, "loss": 1.02491, "time": 0.43457} +{"mode": "train", "epoch": 8, "iter": 800, "lr": 0.02484, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.76188, "top5_acc": 0.98375, "loss_cls": 0.92422, "loss": 0.92422, "time": 0.43455} +{"mode": "train", "epoch": 8, "iter": 900, "lr": 0.02484, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.735, "top5_acc": 0.97812, "loss_cls": 1.0147, "loss": 1.0147, "time": 0.43397} +{"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.02483, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.7525, "top5_acc": 0.97562, "loss_cls": 0.97142, "loss": 0.97142, "time": 0.43407} +{"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.02483, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.73188, "top5_acc": 0.97688, "loss_cls": 0.98121, "loss": 0.98121, "time": 0.39575} +{"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.02483, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.74, "top5_acc": 0.98438, "loss_cls": 0.94441, "loss": 0.94441, "time": 0.29936} +{"mode": "val", "epoch": 8, "iter": 533, "lr": 0.02482, "top1_acc": 0.69734, "top5_acc": 0.96573, "mean_class_accuracy": 0.59526} +{"mode": "train", "epoch": 9, "iter": 100, "lr": 0.02482, "memory": 4120, "data_time": 0.17388, "top1_acc": 0.75438, "top5_acc": 0.98125, "loss_cls": 0.9397, "loss": 0.9397, "time": 0.60796} +{"mode": "train", "epoch": 9, "iter": 200, "lr": 0.02482, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.74625, "top5_acc": 0.98625, "loss_cls": 0.92673, "loss": 0.92673, "time": 0.43354} +{"mode": "train", "epoch": 9, "iter": 300, "lr": 0.02481, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.73875, "top5_acc": 0.98062, "loss_cls": 0.99139, "loss": 0.99139, "time": 0.4335} +{"mode": "train", "epoch": 9, "iter": 400, "lr": 0.02481, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.75812, "top5_acc": 0.9825, "loss_cls": 0.89512, "loss": 0.89512, "time": 0.43394} +{"mode": "train", "epoch": 9, "iter": 500, "lr": 0.02481, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.75375, "top5_acc": 0.9775, "loss_cls": 0.96932, "loss": 0.96932, "time": 0.43425} +{"mode": "train", "epoch": 9, "iter": 600, "lr": 0.0248, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.77938, "top5_acc": 0.975, "loss_cls": 0.90698, "loss": 0.90698, "time": 0.43521} +{"mode": "train", "epoch": 9, "iter": 700, "lr": 0.0248, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.77125, "top5_acc": 0.98125, "loss_cls": 0.89732, "loss": 0.89732, "time": 0.43915} +{"mode": "train", "epoch": 9, "iter": 800, "lr": 0.0248, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.73938, "top5_acc": 0.97875, "loss_cls": 0.96313, "loss": 0.96313, "time": 0.43386} +{"mode": "train", "epoch": 9, "iter": 900, "lr": 0.02479, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.75562, "top5_acc": 0.98062, "loss_cls": 0.91856, "loss": 0.91856, "time": 0.42493} +{"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.02479, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.74875, "top5_acc": 0.9775, "loss_cls": 0.94122, "loss": 0.94122, "time": 0.4267} +{"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.02479, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.76438, "top5_acc": 0.97688, "loss_cls": 0.8893, "loss": 0.8893, "time": 0.39033} +{"mode": "train", "epoch": 9, "iter": 1200, "lr": 0.02478, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.77312, "top5_acc": 0.98438, "loss_cls": 0.86146, "loss": 0.86146, "time": 0.2875} +{"mode": "val", "epoch": 9, "iter": 533, "lr": 0.02478, "top1_acc": 0.70954, "top5_acc": 0.97254, "mean_class_accuracy": 0.61432} +{"mode": "train", "epoch": 10, "iter": 100, "lr": 0.02477, "memory": 4120, "data_time": 0.17226, "top1_acc": 0.76375, "top5_acc": 0.9825, "loss_cls": 0.8895, "loss": 0.8895, "time": 0.59938} +{"mode": "train", "epoch": 10, "iter": 200, "lr": 0.02477, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.7775, "top5_acc": 0.98312, "loss_cls": 0.86457, "loss": 0.86457, "time": 0.42976} +{"mode": "train", "epoch": 10, "iter": 300, "lr": 0.02477, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.75938, "top5_acc": 0.98688, "loss_cls": 0.89033, "loss": 0.89033, "time": 0.42787} +{"mode": "train", "epoch": 10, "iter": 400, "lr": 0.02476, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.73875, "top5_acc": 0.98375, "loss_cls": 0.94368, "loss": 0.94368, "time": 0.42572} +{"mode": "train", "epoch": 10, "iter": 500, "lr": 0.02476, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.755, "top5_acc": 0.98125, "loss_cls": 0.89928, "loss": 0.89928, "time": 0.42633} +{"mode": "train", "epoch": 10, "iter": 600, "lr": 0.02476, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.765, "top5_acc": 0.98062, "loss_cls": 0.88536, "loss": 0.88536, "time": 0.42646} +{"mode": "train", "epoch": 10, "iter": 700, "lr": 0.02475, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.7675, "top5_acc": 0.98562, "loss_cls": 0.86556, "loss": 0.86556, "time": 0.425} +{"mode": "train", "epoch": 10, "iter": 800, "lr": 0.02475, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.76688, "top5_acc": 0.9775, "loss_cls": 0.89993, "loss": 0.89993, "time": 0.42536} +{"mode": "train", "epoch": 10, "iter": 900, "lr": 0.02474, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.77562, "top5_acc": 0.98625, "loss_cls": 0.85007, "loss": 0.85007, "time": 0.42573} +{"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.02474, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.75938, "top5_acc": 0.98062, "loss_cls": 0.92957, "loss": 0.92957, "time": 0.42655} +{"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.02473, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.77875, "top5_acc": 0.97875, "loss_cls": 0.8742, "loss": 0.8742, "time": 0.41143} +{"mode": "train", "epoch": 10, "iter": 1200, "lr": 0.02473, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.77875, "top5_acc": 0.98438, "loss_cls": 0.86374, "loss": 0.86374, "time": 0.27005} +{"mode": "val", "epoch": 10, "iter": 533, "lr": 0.02473, "top1_acc": 0.74428, "top5_acc": 0.98099, "mean_class_accuracy": 0.63559} +{"mode": "train", "epoch": 11, "iter": 100, "lr": 0.02472, "memory": 4120, "data_time": 0.17293, "top1_acc": 0.79375, "top5_acc": 0.98938, "loss_cls": 0.77945, "loss": 0.77945, "time": 0.60711} +{"mode": "train", "epoch": 11, "iter": 200, "lr": 0.02472, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.77938, "top5_acc": 0.985, "loss_cls": 0.80953, "loss": 0.80953, "time": 0.4344} +{"mode": "train", "epoch": 11, "iter": 300, "lr": 0.02471, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.79312, "top5_acc": 0.98125, "loss_cls": 0.79458, "loss": 0.79458, "time": 0.43375} +{"mode": "train", "epoch": 11, "iter": 400, "lr": 0.02471, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.77688, "top5_acc": 0.98562, "loss_cls": 0.8465, "loss": 0.8465, "time": 0.43448} +{"mode": "train", "epoch": 11, "iter": 500, "lr": 0.02471, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.75875, "top5_acc": 0.98, "loss_cls": 0.88574, "loss": 0.88574, "time": 0.4364} +{"mode": "train", "epoch": 11, "iter": 600, "lr": 0.0247, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.74312, "top5_acc": 0.97938, "loss_cls": 0.93881, "loss": 0.93881, "time": 0.44116} +{"mode": "train", "epoch": 11, "iter": 700, "lr": 0.0247, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.77312, "top5_acc": 0.9825, "loss_cls": 0.82396, "loss": 0.82396, "time": 0.44008} +{"mode": "train", "epoch": 11, "iter": 800, "lr": 0.02469, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.78312, "top5_acc": 0.98938, "loss_cls": 0.81492, "loss": 0.81492, "time": 0.43423} +{"mode": "train", "epoch": 11, "iter": 900, "lr": 0.02469, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.79875, "top5_acc": 0.985, "loss_cls": 0.76998, "loss": 0.76998, "time": 0.43456} +{"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.02468, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.77312, "top5_acc": 0.9875, "loss_cls": 0.85741, "loss": 0.85741, "time": 0.43434} +{"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.02468, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.7775, "top5_acc": 0.9825, "loss_cls": 0.8489, "loss": 0.8489, "time": 0.43168} +{"mode": "train", "epoch": 11, "iter": 1200, "lr": 0.02467, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.80438, "top5_acc": 0.98438, "loss_cls": 0.79561, "loss": 0.79561, "time": 0.25553} +{"mode": "val", "epoch": 11, "iter": 533, "lr": 0.02467, "top1_acc": 0.67879, "top5_acc": 0.95857, "mean_class_accuracy": 0.54815} +{"mode": "train", "epoch": 12, "iter": 100, "lr": 0.02467, "memory": 4120, "data_time": 0.19732, "top1_acc": 0.77438, "top5_acc": 0.985, "loss_cls": 0.84391, "loss": 0.84391, "time": 0.63664} +{"mode": "train", "epoch": 12, "iter": 200, "lr": 0.02466, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.78625, "top5_acc": 0.98562, "loss_cls": 0.80351, "loss": 0.80351, "time": 0.43289} +{"mode": "train", "epoch": 12, "iter": 300, "lr": 0.02466, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.7875, "top5_acc": 0.985, "loss_cls": 0.82052, "loss": 0.82052, "time": 0.43087} +{"mode": "train", "epoch": 12, "iter": 400, "lr": 0.02465, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.80812, "top5_acc": 0.98625, "loss_cls": 0.75805, "loss": 0.75805, "time": 0.43036} +{"mode": "train", "epoch": 12, "iter": 500, "lr": 0.02465, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.78438, "top5_acc": 0.98562, "loss_cls": 0.82816, "loss": 0.82816, "time": 0.43036} +{"mode": "train", "epoch": 12, "iter": 600, "lr": 0.02464, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.79188, "top5_acc": 0.99062, "loss_cls": 0.78733, "loss": 0.78733, "time": 0.42562} +{"mode": "train", "epoch": 12, "iter": 700, "lr": 0.02464, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.79812, "top5_acc": 0.98812, "loss_cls": 0.78281, "loss": 0.78281, "time": 0.42566} +{"mode": "train", "epoch": 12, "iter": 800, "lr": 0.02463, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.81438, "top5_acc": 0.98438, "loss_cls": 0.76615, "loss": 0.76615, "time": 0.43114} +{"mode": "train", "epoch": 12, "iter": 900, "lr": 0.02463, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.80062, "top5_acc": 0.98375, "loss_cls": 0.77203, "loss": 0.77203, "time": 0.43105} +{"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.02462, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.80875, "top5_acc": 0.98812, "loss_cls": 0.75166, "loss": 0.75166, "time": 0.43112} +{"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.02462, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.8025, "top5_acc": 0.98188, "loss_cls": 0.79952, "loss": 0.79952, "time": 0.41766} +{"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.02461, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.805, "top5_acc": 0.9825, "loss_cls": 0.76391, "loss": 0.76391, "time": 0.26974} +{"mode": "val", "epoch": 12, "iter": 533, "lr": 0.02461, "top1_acc": 0.78829, "top5_acc": 0.98334, "mean_class_accuracy": 0.69523} +{"mode": "train", "epoch": 13, "iter": 100, "lr": 0.0246, "memory": 4120, "data_time": 0.20722, "top1_acc": 0.81125, "top5_acc": 0.99125, "loss_cls": 0.71065, "loss": 0.71065, "time": 0.63628} +{"mode": "train", "epoch": 13, "iter": 200, "lr": 0.0246, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.79875, "top5_acc": 0.98688, "loss_cls": 0.78516, "loss": 0.78516, "time": 0.44372} +{"mode": "train", "epoch": 13, "iter": 300, "lr": 0.02459, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.82062, "top5_acc": 0.985, "loss_cls": 0.73444, "loss": 0.73444, "time": 0.42658} +{"mode": "train", "epoch": 13, "iter": 400, "lr": 0.02459, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.79875, "top5_acc": 0.99062, "loss_cls": 0.75593, "loss": 0.75593, "time": 0.42884} +{"mode": "train", "epoch": 13, "iter": 500, "lr": 0.02458, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.80062, "top5_acc": 0.99, "loss_cls": 0.73848, "loss": 0.73848, "time": 0.43112} +{"mode": "train", "epoch": 13, "iter": 600, "lr": 0.02458, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.80562, "top5_acc": 0.98875, "loss_cls": 0.7463, "loss": 0.7463, "time": 0.44931} +{"mode": "train", "epoch": 13, "iter": 700, "lr": 0.02457, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.78875, "top5_acc": 0.98438, "loss_cls": 0.82614, "loss": 0.82614, "time": 0.433} +{"mode": "train", "epoch": 13, "iter": 800, "lr": 0.02457, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.79312, "top5_acc": 0.9825, "loss_cls": 0.77853, "loss": 0.77853, "time": 0.44196} +{"mode": "train", "epoch": 13, "iter": 900, "lr": 0.02456, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.77812, "top5_acc": 0.98625, "loss_cls": 0.83018, "loss": 0.83018, "time": 0.43661} +{"mode": "train", "epoch": 13, "iter": 1000, "lr": 0.02455, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.80062, "top5_acc": 0.99125, "loss_cls": 0.77092, "loss": 0.77092, "time": 0.44122} +{"mode": "train", "epoch": 13, "iter": 1100, "lr": 0.02455, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.80188, "top5_acc": 0.98812, "loss_cls": 0.75655, "loss": 0.75655, "time": 0.42322} +{"mode": "train", "epoch": 13, "iter": 1200, "lr": 0.02454, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.80125, "top5_acc": 0.99062, "loss_cls": 0.76909, "loss": 0.76909, "time": 0.27024} +{"mode": "val", "epoch": 13, "iter": 533, "lr": 0.02454, "top1_acc": 0.78207, "top5_acc": 0.98263, "mean_class_accuracy": 0.68848} +{"mode": "train", "epoch": 14, "iter": 100, "lr": 0.02453, "memory": 4120, "data_time": 0.1837, "top1_acc": 0.8125, "top5_acc": 0.9875, "loss_cls": 0.728, "loss": 0.728, "time": 0.61751} +{"mode": "train", "epoch": 14, "iter": 200, "lr": 0.02453, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.8125, "top5_acc": 0.98125, "loss_cls": 0.71551, "loss": 0.71551, "time": 0.43147} +{"mode": "train", "epoch": 14, "iter": 300, "lr": 0.02452, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.81812, "top5_acc": 0.985, "loss_cls": 0.72019, "loss": 0.72019, "time": 0.43211} +{"mode": "train", "epoch": 14, "iter": 400, "lr": 0.02452, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.81125, "top5_acc": 0.99125, "loss_cls": 0.71448, "loss": 0.71448, "time": 0.43312} +{"mode": "train", "epoch": 14, "iter": 500, "lr": 0.02451, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.81688, "top5_acc": 0.98812, "loss_cls": 0.71627, "loss": 0.71627, "time": 0.43487} +{"mode": "train", "epoch": 14, "iter": 600, "lr": 0.02451, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.81938, "top5_acc": 0.98812, "loss_cls": 0.70289, "loss": 0.70289, "time": 0.44426} +{"mode": "train", "epoch": 14, "iter": 700, "lr": 0.0245, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.81562, "top5_acc": 0.98625, "loss_cls": 0.69968, "loss": 0.69968, "time": 0.43946} +{"mode": "train", "epoch": 14, "iter": 800, "lr": 0.02449, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.79562, "top5_acc": 0.9875, "loss_cls": 0.76011, "loss": 0.76011, "time": 0.4427} +{"mode": "train", "epoch": 14, "iter": 900, "lr": 0.02449, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.81562, "top5_acc": 0.98438, "loss_cls": 0.72502, "loss": 0.72502, "time": 0.43709} +{"mode": "train", "epoch": 14, "iter": 1000, "lr": 0.02448, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.80125, "top5_acc": 0.99188, "loss_cls": 0.72473, "loss": 0.72473, "time": 0.43567} +{"mode": "train", "epoch": 14, "iter": 1100, "lr": 0.02448, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.80688, "top5_acc": 0.98812, "loss_cls": 0.74515, "loss": 0.74515, "time": 0.4211} +{"mode": "train", "epoch": 14, "iter": 1200, "lr": 0.02447, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.77125, "top5_acc": 0.98188, "loss_cls": 0.85309, "loss": 0.85309, "time": 0.2606} +{"mode": "val", "epoch": 14, "iter": 533, "lr": 0.02447, "top1_acc": 0.7816, "top5_acc": 0.98322, "mean_class_accuracy": 0.68075} +{"mode": "train", "epoch": 15, "iter": 100, "lr": 0.02446, "memory": 4120, "data_time": 0.19797, "top1_acc": 0.8275, "top5_acc": 0.995, "loss_cls": 0.62833, "loss": 0.62833, "time": 0.62358} +{"mode": "train", "epoch": 15, "iter": 200, "lr": 0.02445, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.82688, "top5_acc": 0.99, "loss_cls": 0.6636, "loss": 0.6636, "time": 0.42891} +{"mode": "train", "epoch": 15, "iter": 300, "lr": 0.02445, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.80375, "top5_acc": 0.98875, "loss_cls": 0.75708, "loss": 0.75708, "time": 0.43089} +{"mode": "train", "epoch": 15, "iter": 400, "lr": 0.02444, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.81188, "top5_acc": 0.98875, "loss_cls": 0.71021, "loss": 0.71021, "time": 0.43153} +{"mode": "train", "epoch": 15, "iter": 500, "lr": 0.02444, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.80938, "top5_acc": 0.99, "loss_cls": 0.70855, "loss": 0.70855, "time": 0.43612} +{"mode": "train", "epoch": 15, "iter": 600, "lr": 0.02443, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.79375, "top5_acc": 0.98562, "loss_cls": 0.76823, "loss": 0.76823, "time": 0.42581} +{"mode": "train", "epoch": 15, "iter": 700, "lr": 0.02442, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.80812, "top5_acc": 0.98688, "loss_cls": 0.72085, "loss": 0.72085, "time": 0.43049} +{"mode": "train", "epoch": 15, "iter": 800, "lr": 0.02442, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.80062, "top5_acc": 0.9875, "loss_cls": 0.74039, "loss": 0.74039, "time": 0.44733} +{"mode": "train", "epoch": 15, "iter": 900, "lr": 0.02441, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.82125, "top5_acc": 0.99188, "loss_cls": 0.72489, "loss": 0.72489, "time": 0.44635} +{"mode": "train", "epoch": 15, "iter": 1000, "lr": 0.02441, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.81188, "top5_acc": 0.99062, "loss_cls": 0.70998, "loss": 0.70998, "time": 0.44226} +{"mode": "train", "epoch": 15, "iter": 1100, "lr": 0.0244, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.80562, "top5_acc": 0.9875, "loss_cls": 0.72133, "loss": 0.72133, "time": 0.43514} +{"mode": "train", "epoch": 15, "iter": 1200, "lr": 0.02439, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.81, "top5_acc": 0.98625, "loss_cls": 0.71908, "loss": 0.71908, "time": 0.25275} +{"mode": "val", "epoch": 15, "iter": 533, "lr": 0.02439, "top1_acc": 0.75332, "top5_acc": 0.97981, "mean_class_accuracy": 0.65537} +{"mode": "train", "epoch": 16, "iter": 100, "lr": 0.02438, "memory": 4120, "data_time": 0.20618, "top1_acc": 0.81562, "top5_acc": 0.98938, "loss_cls": 0.66804, "loss": 0.66804, "time": 0.64335} +{"mode": "train", "epoch": 16, "iter": 200, "lr": 0.02438, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.84062, "top5_acc": 0.98875, "loss_cls": 0.63426, "loss": 0.63426, "time": 0.44307} +{"mode": "train", "epoch": 16, "iter": 300, "lr": 0.02437, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.83062, "top5_acc": 0.985, "loss_cls": 0.65654, "loss": 0.65654, "time": 0.44709} +{"mode": "train", "epoch": 16, "iter": 400, "lr": 0.02436, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.83938, "top5_acc": 0.99438, "loss_cls": 0.61737, "loss": 0.61737, "time": 0.44762} +{"mode": "train", "epoch": 16, "iter": 500, "lr": 0.02436, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.81125, "top5_acc": 0.98625, "loss_cls": 0.7353, "loss": 0.7353, "time": 0.44426} +{"mode": "train", "epoch": 16, "iter": 600, "lr": 0.02435, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.81125, "top5_acc": 0.98812, "loss_cls": 0.71846, "loss": 0.71846, "time": 0.42697} +{"mode": "train", "epoch": 16, "iter": 700, "lr": 0.02434, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.83562, "top5_acc": 0.9875, "loss_cls": 0.68219, "loss": 0.68219, "time": 0.42987} +{"mode": "train", "epoch": 16, "iter": 800, "lr": 0.02434, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.8375, "top5_acc": 0.99312, "loss_cls": 0.6191, "loss": 0.6191, "time": 0.43144} +{"mode": "train", "epoch": 16, "iter": 900, "lr": 0.02433, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.82312, "top5_acc": 0.99188, "loss_cls": 0.68772, "loss": 0.68772, "time": 0.43132} +{"mode": "train", "epoch": 16, "iter": 1000, "lr": 0.02432, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.8125, "top5_acc": 0.99125, "loss_cls": 0.69262, "loss": 0.69262, "time": 0.43904} +{"mode": "train", "epoch": 16, "iter": 1100, "lr": 0.02432, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.83188, "top5_acc": 0.9925, "loss_cls": 0.6417, "loss": 0.6417, "time": 0.42872} +{"mode": "train", "epoch": 16, "iter": 1200, "lr": 0.02431, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.80188, "top5_acc": 0.98938, "loss_cls": 0.75115, "loss": 0.75115, "time": 0.24786} +{"mode": "val", "epoch": 16, "iter": 533, "lr": 0.0243, "top1_acc": 0.72339, "top5_acc": 0.96421, "mean_class_accuracy": 0.65312} +{"mode": "train", "epoch": 17, "iter": 100, "lr": 0.0243, "memory": 4120, "data_time": 0.20067, "top1_acc": 0.83312, "top5_acc": 0.99, "loss_cls": 0.62834, "loss": 0.62834, "time": 0.6411} +{"mode": "train", "epoch": 17, "iter": 200, "lr": 0.02429, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.81312, "top5_acc": 0.99312, "loss_cls": 0.67916, "loss": 0.67916, "time": 0.43978} +{"mode": "train", "epoch": 17, "iter": 300, "lr": 0.02428, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.83938, "top5_acc": 0.99, "loss_cls": 0.62839, "loss": 0.62839, "time": 0.45023} +{"mode": "train", "epoch": 17, "iter": 400, "lr": 0.02428, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.85375, "top5_acc": 0.98938, "loss_cls": 0.61119, "loss": 0.61119, "time": 0.44567} +{"mode": "train", "epoch": 17, "iter": 500, "lr": 0.02427, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.84062, "top5_acc": 0.99438, "loss_cls": 0.63203, "loss": 0.63203, "time": 0.43334} +{"mode": "train", "epoch": 17, "iter": 600, "lr": 0.02426, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.84312, "top5_acc": 0.98875, "loss_cls": 0.64847, "loss": 0.64847, "time": 0.43197} +{"mode": "train", "epoch": 17, "iter": 700, "lr": 0.02426, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.83625, "top5_acc": 0.995, "loss_cls": 0.63012, "loss": 0.63012, "time": 0.43086} +{"mode": "train", "epoch": 17, "iter": 800, "lr": 0.02425, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.84375, "top5_acc": 0.9925, "loss_cls": 0.64608, "loss": 0.64608, "time": 0.4489} +{"mode": "train", "epoch": 17, "iter": 900, "lr": 0.02424, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.81, "top5_acc": 0.98812, "loss_cls": 0.70649, "loss": 0.70649, "time": 0.4486} +{"mode": "train", "epoch": 17, "iter": 1000, "lr": 0.02424, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.82, "top5_acc": 0.99, "loss_cls": 0.69788, "loss": 0.69788, "time": 0.45136} +{"mode": "train", "epoch": 17, "iter": 1100, "lr": 0.02423, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.82, "top5_acc": 0.9925, "loss_cls": 0.67001, "loss": 0.67001, "time": 0.45172} +{"mode": "train", "epoch": 17, "iter": 1200, "lr": 0.02422, "memory": 4120, "data_time": 0.00088, "top1_acc": 0.8325, "top5_acc": 0.9925, "loss_cls": 0.61884, "loss": 0.61884, "time": 0.23495} +{"mode": "val", "epoch": 17, "iter": 533, "lr": 0.02422, "top1_acc": 0.78312, "top5_acc": 0.9797, "mean_class_accuracy": 0.70356} +{"mode": "train", "epoch": 18, "iter": 100, "lr": 0.02421, "memory": 4120, "data_time": 0.22316, "top1_acc": 0.84625, "top5_acc": 0.99062, "loss_cls": 0.6039, "loss": 0.6039, "time": 0.65323} +{"mode": "train", "epoch": 18, "iter": 200, "lr": 0.0242, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.83562, "top5_acc": 0.98875, "loss_cls": 0.63585, "loss": 0.63585, "time": 0.43415} +{"mode": "train", "epoch": 18, "iter": 300, "lr": 0.02419, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.83312, "top5_acc": 0.99125, "loss_cls": 0.6363, "loss": 0.6363, "time": 0.43337} +{"mode": "train", "epoch": 18, "iter": 400, "lr": 0.02419, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.8425, "top5_acc": 0.99062, "loss_cls": 0.61329, "loss": 0.61329, "time": 0.43026} +{"mode": "train", "epoch": 18, "iter": 500, "lr": 0.02418, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.83938, "top5_acc": 0.99312, "loss_cls": 0.63594, "loss": 0.63594, "time": 0.44565} +{"mode": "train", "epoch": 18, "iter": 600, "lr": 0.02417, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.82625, "top5_acc": 0.98812, "loss_cls": 0.64328, "loss": 0.64328, "time": 0.45231} +{"mode": "train", "epoch": 18, "iter": 700, "lr": 0.02417, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.82, "top5_acc": 0.99, "loss_cls": 0.64606, "loss": 0.64606, "time": 0.44941} +{"mode": "train", "epoch": 18, "iter": 800, "lr": 0.02416, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.825, "top5_acc": 0.99375, "loss_cls": 0.64528, "loss": 0.64528, "time": 0.43337} +{"mode": "train", "epoch": 18, "iter": 900, "lr": 0.02415, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.83625, "top5_acc": 0.98688, "loss_cls": 0.67083, "loss": 0.67083, "time": 0.43157} +{"mode": "train", "epoch": 18, "iter": 1000, "lr": 0.02414, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.82938, "top5_acc": 0.98938, "loss_cls": 0.66728, "loss": 0.66728, "time": 0.44302} +{"mode": "train", "epoch": 18, "iter": 1100, "lr": 0.02414, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.83, "top5_acc": 0.98938, "loss_cls": 0.66606, "loss": 0.66606, "time": 0.45224} +{"mode": "train", "epoch": 18, "iter": 1200, "lr": 0.02413, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.82, "top5_acc": 0.985, "loss_cls": 0.69841, "loss": 0.69841, "time": 0.24798} +{"mode": "val", "epoch": 18, "iter": 533, "lr": 0.02412, "top1_acc": 0.80718, "top5_acc": 0.98815, "mean_class_accuracy": 0.72398} +{"mode": "train", "epoch": 19, "iter": 100, "lr": 0.02411, "memory": 4120, "data_time": 0.20576, "top1_acc": 0.83688, "top5_acc": 0.995, "loss_cls": 0.62437, "loss": 0.62437, "time": 0.64462} +{"mode": "train", "epoch": 19, "iter": 200, "lr": 0.02411, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.84, "top5_acc": 0.99438, "loss_cls": 0.59974, "loss": 0.59974, "time": 0.45175} +{"mode": "train", "epoch": 19, "iter": 300, "lr": 0.0241, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.84312, "top5_acc": 0.99375, "loss_cls": 0.59429, "loss": 0.59429, "time": 0.45246} +{"mode": "train", "epoch": 19, "iter": 400, "lr": 0.02409, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.84625, "top5_acc": 0.995, "loss_cls": 0.5832, "loss": 0.5832, "time": 0.4386} +{"mode": "train", "epoch": 19, "iter": 500, "lr": 0.02408, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.84938, "top5_acc": 0.9925, "loss_cls": 0.60939, "loss": 0.60939, "time": 0.43287} +{"mode": "train", "epoch": 19, "iter": 600, "lr": 0.02408, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.83812, "top5_acc": 0.99375, "loss_cls": 0.63726, "loss": 0.63726, "time": 0.4388} +{"mode": "train", "epoch": 19, "iter": 700, "lr": 0.02407, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.82688, "top5_acc": 0.98812, "loss_cls": 0.67416, "loss": 0.67416, "time": 0.42936} +{"mode": "train", "epoch": 19, "iter": 800, "lr": 0.02406, "memory": 4120, "data_time": 0.00099, "top1_acc": 0.84312, "top5_acc": 0.98812, "loss_cls": 0.64977, "loss": 0.64977, "time": 0.43454} +{"mode": "train", "epoch": 19, "iter": 900, "lr": 0.02405, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.84938, "top5_acc": 0.98875, "loss_cls": 0.58304, "loss": 0.58304, "time": 0.43221} +{"mode": "train", "epoch": 19, "iter": 1000, "lr": 0.02405, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.8175, "top5_acc": 0.98875, "loss_cls": 0.7084, "loss": 0.7084, "time": 0.43374} +{"mode": "train", "epoch": 19, "iter": 1100, "lr": 0.02404, "memory": 4120, "data_time": 0.001, "top1_acc": 0.82688, "top5_acc": 0.98625, "loss_cls": 0.69106, "loss": 0.69106, "time": 0.4354} +{"mode": "train", "epoch": 19, "iter": 1200, "lr": 0.02403, "memory": 4120, "data_time": 0.00135, "top1_acc": 0.84375, "top5_acc": 0.99438, "loss_cls": 0.60019, "loss": 0.60019, "time": 0.24521} +{"mode": "val", "epoch": 19, "iter": 533, "lr": 0.02402, "top1_acc": 0.81, "top5_acc": 0.98427, "mean_class_accuracy": 0.7399} +{"mode": "train", "epoch": 20, "iter": 100, "lr": 0.02402, "memory": 4120, "data_time": 0.23023, "top1_acc": 0.86062, "top5_acc": 0.99438, "loss_cls": 0.55868, "loss": 0.55868, "time": 0.67191} +{"mode": "train", "epoch": 20, "iter": 200, "lr": 0.02401, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.8525, "top5_acc": 0.99438, "loss_cls": 0.57355, "loss": 0.57355, "time": 0.45322} +{"mode": "train", "epoch": 20, "iter": 300, "lr": 0.024, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.83375, "top5_acc": 0.99688, "loss_cls": 0.59599, "loss": 0.59599, "time": 0.44991} +{"mode": "train", "epoch": 20, "iter": 400, "lr": 0.02399, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.84438, "top5_acc": 0.98938, "loss_cls": 0.63621, "loss": 0.63621, "time": 0.44034} +{"mode": "train", "epoch": 20, "iter": 500, "lr": 0.02398, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.84688, "top5_acc": 0.995, "loss_cls": 0.57336, "loss": 0.57336, "time": 0.44968} +{"mode": "train", "epoch": 20, "iter": 600, "lr": 0.02398, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.84875, "top5_acc": 0.99438, "loss_cls": 0.58259, "loss": 0.58259, "time": 0.45137} +{"mode": "train", "epoch": 20, "iter": 700, "lr": 0.02397, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.84438, "top5_acc": 0.99, "loss_cls": 0.61555, "loss": 0.61555, "time": 0.43442} +{"mode": "train", "epoch": 20, "iter": 800, "lr": 0.02396, "memory": 4120, "data_time": 0.00093, "top1_acc": 0.82625, "top5_acc": 0.99312, "loss_cls": 0.64514, "loss": 0.64514, "time": 0.43559} +{"mode": "train", "epoch": 20, "iter": 900, "lr": 0.02395, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.85812, "top5_acc": 0.99125, "loss_cls": 0.57899, "loss": 0.57899, "time": 0.43133} +{"mode": "train", "epoch": 20, "iter": 1000, "lr": 0.02394, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.865, "top5_acc": 0.99375, "loss_cls": 0.57315, "loss": 0.57315, "time": 0.42899} +{"mode": "train", "epoch": 20, "iter": 1100, "lr": 0.02393, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.85125, "top5_acc": 0.99188, "loss_cls": 0.58054, "loss": 0.58054, "time": 0.43357} +{"mode": "train", "epoch": 20, "iter": 1200, "lr": 0.02393, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.8475, "top5_acc": 0.98875, "loss_cls": 0.60638, "loss": 0.60638, "time": 0.27067} +{"mode": "val", "epoch": 20, "iter": 533, "lr": 0.02392, "top1_acc": 0.8296, "top5_acc": 0.98791, "mean_class_accuracy": 0.76461} +{"mode": "train", "epoch": 21, "iter": 100, "lr": 0.02391, "memory": 4120, "data_time": 0.23188, "top1_acc": 0.845, "top5_acc": 0.99062, "loss_cls": 0.5875, "loss": 0.5875, "time": 0.6619} +{"mode": "train", "epoch": 21, "iter": 200, "lr": 0.0239, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.83812, "top5_acc": 0.995, "loss_cls": 0.60717, "loss": 0.60717, "time": 0.43384} +{"mode": "train", "epoch": 21, "iter": 300, "lr": 0.02389, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.84125, "top5_acc": 0.995, "loss_cls": 0.5991, "loss": 0.5991, "time": 0.43324} +{"mode": "train", "epoch": 21, "iter": 400, "lr": 0.02389, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.8475, "top5_acc": 0.99, "loss_cls": 0.60841, "loss": 0.60841, "time": 0.43237} +{"mode": "train", "epoch": 21, "iter": 500, "lr": 0.02388, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.8475, "top5_acc": 0.98812, "loss_cls": 0.61831, "loss": 0.61831, "time": 0.44159} +{"mode": "train", "epoch": 21, "iter": 600, "lr": 0.02387, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.85125, "top5_acc": 0.99125, "loss_cls": 0.56775, "loss": 0.56775, "time": 0.43686} +{"mode": "train", "epoch": 21, "iter": 700, "lr": 0.02386, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.85062, "top5_acc": 0.995, "loss_cls": 0.61543, "loss": 0.61543, "time": 0.43007} +{"mode": "train", "epoch": 21, "iter": 800, "lr": 0.02385, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.85938, "top5_acc": 0.99562, "loss_cls": 0.61076, "loss": 0.61076, "time": 0.44359} +{"mode": "train", "epoch": 21, "iter": 900, "lr": 0.02384, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.83625, "top5_acc": 0.99125, "loss_cls": 0.61418, "loss": 0.61418, "time": 0.4502} +{"mode": "train", "epoch": 21, "iter": 1000, "lr": 0.02383, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.85875, "top5_acc": 0.995, "loss_cls": 0.55405, "loss": 0.55405, "time": 0.43979} +{"mode": "train", "epoch": 21, "iter": 1100, "lr": 0.02383, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.82688, "top5_acc": 0.99, "loss_cls": 0.67275, "loss": 0.67275, "time": 0.43763} +{"mode": "train", "epoch": 21, "iter": 1200, "lr": 0.02382, "memory": 4120, "data_time": 0.00123, "top1_acc": 0.8375, "top5_acc": 0.99188, "loss_cls": 0.61928, "loss": 0.61928, "time": 0.27944} +{"mode": "val", "epoch": 21, "iter": 533, "lr": 0.02381, "top1_acc": 0.79521, "top5_acc": 0.98216, "mean_class_accuracy": 0.71652} +{"mode": "train", "epoch": 22, "iter": 100, "lr": 0.0238, "memory": 4120, "data_time": 0.21653, "top1_acc": 0.83438, "top5_acc": 0.99375, "loss_cls": 0.6153, "loss": 0.6153, "time": 0.64741} +{"mode": "train", "epoch": 22, "iter": 200, "lr": 0.02379, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.85938, "top5_acc": 0.995, "loss_cls": 0.53333, "loss": 0.53333, "time": 0.43892} +{"mode": "train", "epoch": 22, "iter": 300, "lr": 0.02378, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.86188, "top5_acc": 0.995, "loss_cls": 0.53021, "loss": 0.53021, "time": 0.43262} +{"mode": "train", "epoch": 22, "iter": 400, "lr": 0.02378, "memory": 4120, "data_time": 0.00086, "top1_acc": 0.86438, "top5_acc": 0.99375, "loss_cls": 0.51705, "loss": 0.51705, "time": 0.43077} +{"mode": "train", "epoch": 22, "iter": 500, "lr": 0.02377, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.84875, "top5_acc": 0.99188, "loss_cls": 0.56912, "loss": 0.56912, "time": 0.43108} +{"mode": "train", "epoch": 22, "iter": 600, "lr": 0.02376, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.85125, "top5_acc": 0.99438, "loss_cls": 0.59175, "loss": 0.59175, "time": 0.43697} +{"mode": "train", "epoch": 22, "iter": 700, "lr": 0.02375, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.84938, "top5_acc": 0.9925, "loss_cls": 0.59603, "loss": 0.59603, "time": 0.43321} +{"mode": "train", "epoch": 22, "iter": 800, "lr": 0.02374, "memory": 4120, "data_time": 0.00088, "top1_acc": 0.85188, "top5_acc": 0.9925, "loss_cls": 0.56485, "loss": 0.56485, "time": 0.43258} +{"mode": "train", "epoch": 22, "iter": 900, "lr": 0.02373, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.84875, "top5_acc": 0.9925, "loss_cls": 0.59292, "loss": 0.59292, "time": 0.44932} +{"mode": "train", "epoch": 22, "iter": 1000, "lr": 0.02372, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.84438, "top5_acc": 0.99312, "loss_cls": 0.60447, "loss": 0.60447, "time": 0.44267} +{"mode": "train", "epoch": 22, "iter": 1100, "lr": 0.02371, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.84562, "top5_acc": 0.98562, "loss_cls": 0.6219, "loss": 0.6219, "time": 0.44323} +{"mode": "train", "epoch": 22, "iter": 1200, "lr": 0.0237, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.83688, "top5_acc": 0.9875, "loss_cls": 0.6555, "loss": 0.6555, "time": 0.27447} +{"mode": "val", "epoch": 22, "iter": 533, "lr": 0.0237, "top1_acc": 0.81258, "top5_acc": 0.98768, "mean_class_accuracy": 0.72873} +{"mode": "train", "epoch": 23, "iter": 100, "lr": 0.02369, "memory": 4120, "data_time": 0.22278, "top1_acc": 0.85, "top5_acc": 0.99438, "loss_cls": 0.53413, "loss": 0.53413, "time": 0.65505} +{"mode": "train", "epoch": 23, "iter": 200, "lr": 0.02368, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.86562, "top5_acc": 0.99688, "loss_cls": 0.51602, "loss": 0.51602, "time": 0.42816} +{"mode": "train", "epoch": 23, "iter": 300, "lr": 0.02367, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.85625, "top5_acc": 0.99812, "loss_cls": 0.52076, "loss": 0.52076, "time": 0.43145} +{"mode": "train", "epoch": 23, "iter": 400, "lr": 0.02366, "memory": 4120, "data_time": 0.00104, "top1_acc": 0.84688, "top5_acc": 0.99438, "loss_cls": 0.58346, "loss": 0.58346, "time": 0.43784} +{"mode": "train", "epoch": 23, "iter": 500, "lr": 0.02365, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.87125, "top5_acc": 0.99, "loss_cls": 0.53403, "loss": 0.53403, "time": 0.43268} +{"mode": "train", "epoch": 23, "iter": 600, "lr": 0.02364, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.84688, "top5_acc": 0.98938, "loss_cls": 0.57926, "loss": 0.57926, "time": 0.43322} +{"mode": "train", "epoch": 23, "iter": 700, "lr": 0.02363, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.84938, "top5_acc": 0.99312, "loss_cls": 0.58714, "loss": 0.58714, "time": 0.43246} +{"mode": "train", "epoch": 23, "iter": 800, "lr": 0.02362, "memory": 4120, "data_time": 0.0011, "top1_acc": 0.85812, "top5_acc": 0.99188, "loss_cls": 0.56806, "loss": 0.56806, "time": 0.42724} +{"mode": "train", "epoch": 23, "iter": 900, "lr": 0.02361, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.8475, "top5_acc": 0.99562, "loss_cls": 0.57782, "loss": 0.57782, "time": 0.43152} +{"mode": "train", "epoch": 23, "iter": 1000, "lr": 0.0236, "memory": 4120, "data_time": 0.00095, "top1_acc": 0.85062, "top5_acc": 0.9925, "loss_cls": 0.58575, "loss": 0.58575, "time": 0.44485} +{"mode": "train", "epoch": 23, "iter": 1100, "lr": 0.02359, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.85438, "top5_acc": 0.9925, "loss_cls": 0.58683, "loss": 0.58683, "time": 0.45202} +{"mode": "train", "epoch": 23, "iter": 1200, "lr": 0.02359, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.85562, "top5_acc": 0.9925, "loss_cls": 0.55563, "loss": 0.55563, "time": 0.27942} +{"mode": "val", "epoch": 23, "iter": 533, "lr": 0.02358, "top1_acc": 0.80859, "top5_acc": 0.98779, "mean_class_accuracy": 0.7314} +{"mode": "train", "epoch": 24, "iter": 100, "lr": 0.02357, "memory": 4120, "data_time": 0.23117, "top1_acc": 0.85688, "top5_acc": 0.99562, "loss_cls": 0.54914, "loss": 0.54914, "time": 0.68045} +{"mode": "train", "epoch": 24, "iter": 200, "lr": 0.02356, "memory": 4120, "data_time": 0.00108, "top1_acc": 0.8525, "top5_acc": 0.995, "loss_cls": 0.55292, "loss": 0.55292, "time": 0.45142} +{"mode": "train", "epoch": 24, "iter": 300, "lr": 0.02355, "memory": 4120, "data_time": 0.001, "top1_acc": 0.85438, "top5_acc": 0.99312, "loss_cls": 0.5578, "loss": 0.5578, "time": 0.44528} +{"mode": "train", "epoch": 24, "iter": 400, "lr": 0.02354, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.85375, "top5_acc": 0.98938, "loss_cls": 0.584, "loss": 0.584, "time": 0.44597} +{"mode": "train", "epoch": 24, "iter": 500, "lr": 0.02353, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.87062, "top5_acc": 0.99438, "loss_cls": 0.52957, "loss": 0.52957, "time": 0.43739} +{"mode": "train", "epoch": 24, "iter": 600, "lr": 0.02352, "memory": 4120, "data_time": 0.00086, "top1_acc": 0.85812, "top5_acc": 0.99188, "loss_cls": 0.57246, "loss": 0.57246, "time": 0.45306} +{"mode": "train", "epoch": 24, "iter": 700, "lr": 0.02351, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.845, "top5_acc": 0.99188, "loss_cls": 0.61735, "loss": 0.61735, "time": 0.45167} +{"mode": "train", "epoch": 24, "iter": 800, "lr": 0.0235, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.86375, "top5_acc": 0.99375, "loss_cls": 0.54158, "loss": 0.54158, "time": 0.45156} +{"mode": "train", "epoch": 24, "iter": 900, "lr": 0.02349, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.85062, "top5_acc": 0.99188, "loss_cls": 0.56518, "loss": 0.56518, "time": 0.44587} +{"mode": "train", "epoch": 24, "iter": 1000, "lr": 0.02348, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.845, "top5_acc": 0.99625, "loss_cls": 0.59208, "loss": 0.59208, "time": 0.42869} +{"mode": "train", "epoch": 24, "iter": 1100, "lr": 0.02347, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.85312, "top5_acc": 0.995, "loss_cls": 0.56561, "loss": 0.56561, "time": 0.42954} +{"mode": "train", "epoch": 24, "iter": 1200, "lr": 0.02346, "memory": 4120, "data_time": 0.00093, "top1_acc": 0.83312, "top5_acc": 0.99, "loss_cls": 0.649, "loss": 0.649, "time": 0.25808} +{"mode": "val", "epoch": 24, "iter": 533, "lr": 0.02345, "top1_acc": 0.82854, "top5_acc": 0.9885, "mean_class_accuracy": 0.7369} +{"mode": "train", "epoch": 25, "iter": 100, "lr": 0.02344, "memory": 4120, "data_time": 0.22643, "top1_acc": 0.87938, "top5_acc": 0.99438, "loss_cls": 0.47406, "loss": 0.47406, "time": 0.65852} +{"mode": "train", "epoch": 25, "iter": 200, "lr": 0.02343, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.87125, "top5_acc": 0.99688, "loss_cls": 0.48437, "loss": 0.48437, "time": 0.42936} +{"mode": "train", "epoch": 25, "iter": 300, "lr": 0.02342, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.86562, "top5_acc": 0.995, "loss_cls": 0.54078, "loss": 0.54078, "time": 0.44577} +{"mode": "train", "epoch": 25, "iter": 400, "lr": 0.02341, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.85688, "top5_acc": 0.98875, "loss_cls": 0.58993, "loss": 0.58993, "time": 0.45096} +{"mode": "train", "epoch": 25, "iter": 500, "lr": 0.0234, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.865, "top5_acc": 0.99125, "loss_cls": 0.5519, "loss": 0.5519, "time": 0.45137} +{"mode": "train", "epoch": 25, "iter": 600, "lr": 0.02339, "memory": 4120, "data_time": 0.001, "top1_acc": 0.85625, "top5_acc": 0.98812, "loss_cls": 0.60818, "loss": 0.60818, "time": 0.45219} +{"mode": "train", "epoch": 25, "iter": 700, "lr": 0.02338, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.86688, "top5_acc": 0.995, "loss_cls": 0.51799, "loss": 0.51799, "time": 0.4431} +{"mode": "train", "epoch": 25, "iter": 800, "lr": 0.02337, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.84625, "top5_acc": 0.99438, "loss_cls": 0.56549, "loss": 0.56549, "time": 0.44321} +{"mode": "train", "epoch": 25, "iter": 900, "lr": 0.02336, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.85625, "top5_acc": 0.99312, "loss_cls": 0.55592, "loss": 0.55592, "time": 0.45212} +{"mode": "train", "epoch": 25, "iter": 1000, "lr": 0.02335, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.86125, "top5_acc": 0.9925, "loss_cls": 0.54709, "loss": 0.54709, "time": 0.4517} +{"mode": "train", "epoch": 25, "iter": 1100, "lr": 0.02334, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.85438, "top5_acc": 0.99562, "loss_cls": 0.56827, "loss": 0.56827, "time": 0.45234} +{"mode": "train", "epoch": 25, "iter": 1200, "lr": 0.02333, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.85938, "top5_acc": 0.99688, "loss_cls": 0.57861, "loss": 0.57861, "time": 0.26444} +{"mode": "val", "epoch": 25, "iter": 533, "lr": 0.02333, "top1_acc": 0.80554, "top5_acc": 0.97688, "mean_class_accuracy": 0.74024} +{"mode": "train", "epoch": 26, "iter": 100, "lr": 0.02332, "memory": 4120, "data_time": 0.22902, "top1_acc": 0.85062, "top5_acc": 0.99375, "loss_cls": 0.5812, "loss": 0.5812, "time": 0.68009} +{"mode": "train", "epoch": 26, "iter": 200, "lr": 0.0233, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.8825, "top5_acc": 0.99625, "loss_cls": 0.48232, "loss": 0.48232, "time": 0.45113} +{"mode": "train", "epoch": 26, "iter": 300, "lr": 0.02329, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.86812, "top5_acc": 0.99438, "loss_cls": 0.53126, "loss": 0.53126, "time": 0.45057} +{"mode": "train", "epoch": 26, "iter": 400, "lr": 0.02328, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.87, "top5_acc": 0.99625, "loss_cls": 0.51213, "loss": 0.51213, "time": 0.43956} +{"mode": "train", "epoch": 26, "iter": 500, "lr": 0.02327, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.8575, "top5_acc": 0.99562, "loss_cls": 0.53273, "loss": 0.53273, "time": 0.44488} +{"mode": "train", "epoch": 26, "iter": 600, "lr": 0.02326, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.85312, "top5_acc": 0.995, "loss_cls": 0.56513, "loss": 0.56513, "time": 0.44977} +{"mode": "train", "epoch": 26, "iter": 700, "lr": 0.02325, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.85438, "top5_acc": 0.99562, "loss_cls": 0.57118, "loss": 0.57118, "time": 0.4511} +{"mode": "train", "epoch": 26, "iter": 800, "lr": 0.02324, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.84688, "top5_acc": 0.99375, "loss_cls": 0.59272, "loss": 0.59272, "time": 0.45053} +{"mode": "train", "epoch": 26, "iter": 900, "lr": 0.02323, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.83875, "top5_acc": 0.9925, "loss_cls": 0.58875, "loss": 0.58875, "time": 0.44576} +{"mode": "train", "epoch": 26, "iter": 1000, "lr": 0.02322, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.85375, "top5_acc": 0.995, "loss_cls": 0.56866, "loss": 0.56866, "time": 0.44089} +{"mode": "train", "epoch": 26, "iter": 1100, "lr": 0.02321, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.86375, "top5_acc": 0.99438, "loss_cls": 0.54288, "loss": 0.54288, "time": 0.44566} +{"mode": "train", "epoch": 26, "iter": 1200, "lr": 0.0232, "memory": 4120, "data_time": 0.0016, "top1_acc": 0.84375, "top5_acc": 0.99125, "loss_cls": 0.60067, "loss": 0.60067, "time": 0.26738} +{"mode": "val", "epoch": 26, "iter": 533, "lr": 0.02319, "top1_acc": 0.81904, "top5_acc": 0.98369, "mean_class_accuracy": 0.7433} +{"mode": "train", "epoch": 27, "iter": 100, "lr": 0.02318, "memory": 4120, "data_time": 0.20313, "top1_acc": 0.86688, "top5_acc": 0.995, "loss_cls": 0.51734, "loss": 0.51734, "time": 0.63036} +{"mode": "train", "epoch": 27, "iter": 200, "lr": 0.02317, "memory": 4120, "data_time": 0.00092, "top1_acc": 0.86312, "top5_acc": 0.99125, "loss_cls": 0.53872, "loss": 0.53872, "time": 0.43144} +{"mode": "train", "epoch": 27, "iter": 300, "lr": 0.02316, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.88562, "top5_acc": 0.9975, "loss_cls": 0.47582, "loss": 0.47582, "time": 0.43394} +{"mode": "train", "epoch": 27, "iter": 400, "lr": 0.02315, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.87188, "top5_acc": 0.99812, "loss_cls": 0.49474, "loss": 0.49474, "time": 0.43213} +{"mode": "train", "epoch": 27, "iter": 500, "lr": 0.02314, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.86875, "top5_acc": 0.99312, "loss_cls": 0.53015, "loss": 0.53015, "time": 0.43156} +{"mode": "train", "epoch": 27, "iter": 600, "lr": 0.02313, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.86688, "top5_acc": 0.9925, "loss_cls": 0.53696, "loss": 0.53696, "time": 0.43876} +{"mode": "train", "epoch": 27, "iter": 700, "lr": 0.02312, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.86625, "top5_acc": 0.99562, "loss_cls": 0.53746, "loss": 0.53746, "time": 0.4481} +{"mode": "train", "epoch": 27, "iter": 800, "lr": 0.02311, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.855, "top5_acc": 0.99312, "loss_cls": 0.56243, "loss": 0.56243, "time": 0.45157} +{"mode": "train", "epoch": 27, "iter": 900, "lr": 0.0231, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.87188, "top5_acc": 0.9975, "loss_cls": 0.5187, "loss": 0.5187, "time": 0.45158} +{"mode": "train", "epoch": 27, "iter": 1000, "lr": 0.02308, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.85625, "top5_acc": 0.9925, "loss_cls": 0.55703, "loss": 0.55703, "time": 0.45273} +{"mode": "train", "epoch": 27, "iter": 1100, "lr": 0.02307, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.84188, "top5_acc": 0.99125, "loss_cls": 0.6169, "loss": 0.6169, "time": 0.4428} +{"mode": "train", "epoch": 27, "iter": 1200, "lr": 0.02306, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.89062, "top5_acc": 0.995, "loss_cls": 0.45419, "loss": 0.45419, "time": 0.27689} +{"mode": "val", "epoch": 27, "iter": 533, "lr": 0.02305, "top1_acc": 0.81446, "top5_acc": 0.98498, "mean_class_accuracy": 0.73342} +{"mode": "train", "epoch": 28, "iter": 100, "lr": 0.02304, "memory": 4120, "data_time": 0.23254, "top1_acc": 0.86875, "top5_acc": 0.99562, "loss_cls": 0.50196, "loss": 0.50196, "time": 0.68509} +{"mode": "train", "epoch": 28, "iter": 200, "lr": 0.02303, "memory": 4120, "data_time": 0.00095, "top1_acc": 0.87875, "top5_acc": 0.99688, "loss_cls": 0.47184, "loss": 0.47184, "time": 0.44341} +{"mode": "train", "epoch": 28, "iter": 300, "lr": 0.02302, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.87812, "top5_acc": 0.99562, "loss_cls": 0.47885, "loss": 0.47885, "time": 0.44108} +{"mode": "train", "epoch": 28, "iter": 400, "lr": 0.02301, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.865, "top5_acc": 0.99125, "loss_cls": 0.53579, "loss": 0.53579, "time": 0.45148} +{"mode": "train", "epoch": 28, "iter": 500, "lr": 0.023, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.85438, "top5_acc": 0.99562, "loss_cls": 0.53413, "loss": 0.53413, "time": 0.44603} +{"mode": "train", "epoch": 28, "iter": 600, "lr": 0.02299, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.8675, "top5_acc": 0.99562, "loss_cls": 0.49667, "loss": 0.49667, "time": 0.4334} +{"mode": "train", "epoch": 28, "iter": 700, "lr": 0.02298, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.87, "top5_acc": 0.99125, "loss_cls": 0.54907, "loss": 0.54907, "time": 0.43235} +{"mode": "train", "epoch": 28, "iter": 800, "lr": 0.02297, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.8625, "top5_acc": 0.99188, "loss_cls": 0.5584, "loss": 0.5584, "time": 0.42795} +{"mode": "train", "epoch": 28, "iter": 900, "lr": 0.02295, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.87312, "top5_acc": 0.99562, "loss_cls": 0.50477, "loss": 0.50477, "time": 0.43235} +{"mode": "train", "epoch": 28, "iter": 1000, "lr": 0.02294, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.875, "top5_acc": 0.99562, "loss_cls": 0.47695, "loss": 0.47695, "time": 0.43306} +{"mode": "train", "epoch": 28, "iter": 1100, "lr": 0.02293, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.86, "top5_acc": 0.99125, "loss_cls": 0.55801, "loss": 0.55801, "time": 0.43193} +{"mode": "train", "epoch": 28, "iter": 1200, "lr": 0.02292, "memory": 4120, "data_time": 0.00098, "top1_acc": 0.8725, "top5_acc": 0.99188, "loss_cls": 0.50755, "loss": 0.50755, "time": 0.27749} +{"mode": "val", "epoch": 28, "iter": 533, "lr": 0.02291, "top1_acc": 0.8337, "top5_acc": 0.98885, "mean_class_accuracy": 0.76959} +{"mode": "train", "epoch": 29, "iter": 100, "lr": 0.0229, "memory": 4120, "data_time": 0.2208, "top1_acc": 0.87875, "top5_acc": 0.99625, "loss_cls": 0.4641, "loss": 0.4641, "time": 0.65401} +{"mode": "train", "epoch": 29, "iter": 200, "lr": 0.02289, "memory": 4120, "data_time": 0.00094, "top1_acc": 0.87688, "top5_acc": 0.99312, "loss_cls": 0.52038, "loss": 0.52038, "time": 0.44142} +{"mode": "train", "epoch": 29, "iter": 300, "lr": 0.02288, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.85875, "top5_acc": 0.9925, "loss_cls": 0.5544, "loss": 0.5544, "time": 0.45299} +{"mode": "train", "epoch": 29, "iter": 400, "lr": 0.02287, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.86625, "top5_acc": 0.995, "loss_cls": 0.5329, "loss": 0.5329, "time": 0.43622} +{"mode": "train", "epoch": 29, "iter": 500, "lr": 0.02285, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.87062, "top5_acc": 0.99625, "loss_cls": 0.51737, "loss": 0.51737, "time": 0.42916} +{"mode": "train", "epoch": 29, "iter": 600, "lr": 0.02284, "memory": 4120, "data_time": 0.00094, "top1_acc": 0.87188, "top5_acc": 0.9925, "loss_cls": 0.52178, "loss": 0.52178, "time": 0.43302} +{"mode": "train", "epoch": 29, "iter": 700, "lr": 0.02283, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.86, "top5_acc": 0.99438, "loss_cls": 0.53633, "loss": 0.53633, "time": 0.43264} +{"mode": "train", "epoch": 29, "iter": 800, "lr": 0.02282, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.8675, "top5_acc": 0.99375, "loss_cls": 0.52694, "loss": 0.52694, "time": 0.43297} +{"mode": "train", "epoch": 29, "iter": 900, "lr": 0.02281, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.86812, "top5_acc": 0.99188, "loss_cls": 0.55313, "loss": 0.55313, "time": 0.43436} +{"mode": "train", "epoch": 29, "iter": 1000, "lr": 0.0228, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.85938, "top5_acc": 0.99625, "loss_cls": 0.54481, "loss": 0.54481, "time": 0.43702} +{"mode": "train", "epoch": 29, "iter": 1100, "lr": 0.02279, "memory": 4120, "data_time": 0.00095, "top1_acc": 0.8675, "top5_acc": 0.995, "loss_cls": 0.49491, "loss": 0.49491, "time": 0.43129} +{"mode": "train", "epoch": 29, "iter": 1200, "lr": 0.02277, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.85875, "top5_acc": 0.99062, "loss_cls": 0.57163, "loss": 0.57163, "time": 0.28049} +{"mode": "val", "epoch": 29, "iter": 533, "lr": 0.02276, "top1_acc": 0.83781, "top5_acc": 0.9892, "mean_class_accuracy": 0.77756} +{"mode": "train", "epoch": 30, "iter": 100, "lr": 0.02275, "memory": 4120, "data_time": 0.23006, "top1_acc": 0.88125, "top5_acc": 0.99688, "loss_cls": 0.47867, "loss": 0.47867, "time": 0.67392} +{"mode": "train", "epoch": 30, "iter": 200, "lr": 0.02274, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.87938, "top5_acc": 0.99688, "loss_cls": 0.46739, "loss": 0.46739, "time": 0.43978} +{"mode": "train", "epoch": 30, "iter": 300, "lr": 0.02273, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.885, "top5_acc": 0.99688, "loss_cls": 0.45528, "loss": 0.45528, "time": 0.44933} +{"mode": "train", "epoch": 30, "iter": 400, "lr": 0.02272, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.875, "top5_acc": 0.99125, "loss_cls": 0.52453, "loss": 0.52453, "time": 0.43471} +{"mode": "train", "epoch": 30, "iter": 500, "lr": 0.02271, "memory": 4120, "data_time": 0.00106, "top1_acc": 0.8775, "top5_acc": 0.99438, "loss_cls": 0.50653, "loss": 0.50653, "time": 0.43416} +{"mode": "train", "epoch": 30, "iter": 600, "lr": 0.02269, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.88562, "top5_acc": 0.99812, "loss_cls": 0.44787, "loss": 0.44787, "time": 0.43269} +{"mode": "train", "epoch": 30, "iter": 700, "lr": 0.02268, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.88312, "top5_acc": 0.99312, "loss_cls": 0.46472, "loss": 0.46472, "time": 0.42848} +{"mode": "train", "epoch": 30, "iter": 800, "lr": 0.02267, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.8775, "top5_acc": 0.99562, "loss_cls": 0.4868, "loss": 0.4868, "time": 0.43249} +{"mode": "train", "epoch": 30, "iter": 900, "lr": 0.02266, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.87062, "top5_acc": 0.99688, "loss_cls": 0.51984, "loss": 0.51984, "time": 0.43043} +{"mode": "train", "epoch": 30, "iter": 1000, "lr": 0.02265, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.86625, "top5_acc": 0.99438, "loss_cls": 0.53657, "loss": 0.53657, "time": 0.43247} +{"mode": "train", "epoch": 30, "iter": 1100, "lr": 0.02263, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.86062, "top5_acc": 0.99562, "loss_cls": 0.53208, "loss": 0.53208, "time": 0.43279} +{"mode": "train", "epoch": 30, "iter": 1200, "lr": 0.02262, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.8475, "top5_acc": 0.98875, "loss_cls": 0.59893, "loss": 0.59893, "time": 0.2743} +{"mode": "val", "epoch": 30, "iter": 533, "lr": 0.02261, "top1_acc": 0.74756, "top5_acc": 0.96632, "mean_class_accuracy": 0.69672} +{"mode": "train", "epoch": 31, "iter": 100, "lr": 0.0226, "memory": 4120, "data_time": 0.22465, "top1_acc": 0.86875, "top5_acc": 0.99625, "loss_cls": 0.50262, "loss": 0.50262, "time": 0.66187} +{"mode": "train", "epoch": 31, "iter": 200, "lr": 0.02259, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.86, "top5_acc": 0.98875, "loss_cls": 0.53566, "loss": 0.53566, "time": 0.43394} +{"mode": "train", "epoch": 31, "iter": 300, "lr": 0.02258, "memory": 4120, "data_time": 0.00093, "top1_acc": 0.88062, "top5_acc": 0.99562, "loss_cls": 0.48868, "loss": 0.48868, "time": 0.43134} +{"mode": "train", "epoch": 31, "iter": 400, "lr": 0.02256, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.88938, "top5_acc": 0.995, "loss_cls": 0.46828, "loss": 0.46828, "time": 0.4333} +{"mode": "train", "epoch": 31, "iter": 500, "lr": 0.02255, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.85625, "top5_acc": 0.99375, "loss_cls": 0.56766, "loss": 0.56766, "time": 0.43448} +{"mode": "train", "epoch": 31, "iter": 600, "lr": 0.02254, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.88, "top5_acc": 0.99625, "loss_cls": 0.49577, "loss": 0.49577, "time": 0.43483} +{"mode": "train", "epoch": 31, "iter": 700, "lr": 0.02253, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.875, "top5_acc": 0.99312, "loss_cls": 0.51615, "loss": 0.51615, "time": 0.44124} +{"mode": "train", "epoch": 31, "iter": 800, "lr": 0.02252, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.86812, "top5_acc": 0.99375, "loss_cls": 0.52321, "loss": 0.52321, "time": 0.45094} +{"mode": "train", "epoch": 31, "iter": 900, "lr": 0.0225, "memory": 4120, "data_time": 0.00112, "top1_acc": 0.85688, "top5_acc": 0.995, "loss_cls": 0.54605, "loss": 0.54605, "time": 0.44052} +{"mode": "train", "epoch": 31, "iter": 1000, "lr": 0.02249, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.85125, "top5_acc": 0.99125, "loss_cls": 0.58293, "loss": 0.58293, "time": 0.44748} +{"mode": "train", "epoch": 31, "iter": 1100, "lr": 0.02248, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.85938, "top5_acc": 0.99375, "loss_cls": 0.55266, "loss": 0.55266, "time": 0.45161} +{"mode": "train", "epoch": 31, "iter": 1200, "lr": 0.02247, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.8775, "top5_acc": 0.9925, "loss_cls": 0.51739, "loss": 0.51739, "time": 0.28377} +{"mode": "val", "epoch": 31, "iter": 533, "lr": 0.02246, "top1_acc": 0.83593, "top5_acc": 0.98909, "mean_class_accuracy": 0.7726} +{"mode": "train", "epoch": 32, "iter": 100, "lr": 0.02244, "memory": 4120, "data_time": 0.1811, "top1_acc": 0.87062, "top5_acc": 0.99188, "loss_cls": 0.54214, "loss": 0.54214, "time": 0.62449} +{"mode": "train", "epoch": 32, "iter": 200, "lr": 0.02243, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.8875, "top5_acc": 0.99438, "loss_cls": 0.46628, "loss": 0.46628, "time": 0.45305} +{"mode": "train", "epoch": 32, "iter": 300, "lr": 0.02242, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.88188, "top5_acc": 0.99562, "loss_cls": 0.47933, "loss": 0.47933, "time": 0.45277} +{"mode": "train", "epoch": 32, "iter": 400, "lr": 0.02241, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.8625, "top5_acc": 0.99562, "loss_cls": 0.51891, "loss": 0.51891, "time": 0.4539} +{"mode": "train", "epoch": 32, "iter": 500, "lr": 0.02239, "memory": 4120, "data_time": 0.0009, "top1_acc": 0.87188, "top5_acc": 0.99625, "loss_cls": 0.50829, "loss": 0.50829, "time": 0.44773} +{"mode": "train", "epoch": 32, "iter": 600, "lr": 0.02238, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.88062, "top5_acc": 0.99625, "loss_cls": 0.4623, "loss": 0.4623, "time": 0.43177} +{"mode": "train", "epoch": 32, "iter": 700, "lr": 0.02237, "memory": 4120, "data_time": 0.0009, "top1_acc": 0.87125, "top5_acc": 0.99562, "loss_cls": 0.49864, "loss": 0.49864, "time": 0.43416} +{"mode": "train", "epoch": 32, "iter": 800, "lr": 0.02236, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.86938, "top5_acc": 0.99375, "loss_cls": 0.52043, "loss": 0.52043, "time": 0.43428} +{"mode": "train", "epoch": 32, "iter": 900, "lr": 0.02234, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.87062, "top5_acc": 0.99812, "loss_cls": 0.50831, "loss": 0.50831, "time": 0.4514} +{"mode": "train", "epoch": 32, "iter": 1000, "lr": 0.02233, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.87312, "top5_acc": 0.9975, "loss_cls": 0.49019, "loss": 0.49019, "time": 0.45282} +{"mode": "train", "epoch": 32, "iter": 1100, "lr": 0.02232, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.875, "top5_acc": 0.99625, "loss_cls": 0.50917, "loss": 0.50917, "time": 0.43808} +{"mode": "train", "epoch": 32, "iter": 1200, "lr": 0.02231, "memory": 4120, "data_time": 0.00099, "top1_acc": 0.88188, "top5_acc": 0.99438, "loss_cls": 0.5095, "loss": 0.5095, "time": 0.3123} +{"mode": "val", "epoch": 32, "iter": 533, "lr": 0.0223, "top1_acc": 0.85354, "top5_acc": 0.99225, "mean_class_accuracy": 0.79474} +{"mode": "train", "epoch": 33, "iter": 100, "lr": 0.02228, "memory": 4120, "data_time": 0.23456, "top1_acc": 0.905, "top5_acc": 0.9975, "loss_cls": 0.43869, "loss": 0.43869, "time": 0.68545} +{"mode": "train", "epoch": 33, "iter": 200, "lr": 0.02227, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.88562, "top5_acc": 0.99562, "loss_cls": 0.47904, "loss": 0.47904, "time": 0.44348} +{"mode": "train", "epoch": 33, "iter": 300, "lr": 0.02226, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.88375, "top5_acc": 0.99625, "loss_cls": 0.44941, "loss": 0.44941, "time": 0.44636} +{"mode": "train", "epoch": 33, "iter": 400, "lr": 0.02225, "memory": 4120, "data_time": 0.00099, "top1_acc": 0.88312, "top5_acc": 0.99375, "loss_cls": 0.47641, "loss": 0.47641, "time": 0.44968} +{"mode": "train", "epoch": 33, "iter": 500, "lr": 0.02223, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.90188, "top5_acc": 0.99688, "loss_cls": 0.41443, "loss": 0.41443, "time": 0.4419} +{"mode": "train", "epoch": 33, "iter": 600, "lr": 0.02222, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.88, "top5_acc": 0.995, "loss_cls": 0.47545, "loss": 0.47545, "time": 0.45291} +{"mode": "train", "epoch": 33, "iter": 700, "lr": 0.02221, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.86875, "top5_acc": 0.99438, "loss_cls": 0.51754, "loss": 0.51754, "time": 0.44818} +{"mode": "train", "epoch": 33, "iter": 800, "lr": 0.02219, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.87, "top5_acc": 0.99375, "loss_cls": 0.50186, "loss": 0.50186, "time": 0.44057} +{"mode": "train", "epoch": 33, "iter": 900, "lr": 0.02218, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.87125, "top5_acc": 0.99438, "loss_cls": 0.52327, "loss": 0.52327, "time": 0.45328} +{"mode": "train", "epoch": 33, "iter": 1000, "lr": 0.02217, "memory": 4120, "data_time": 0.00095, "top1_acc": 0.86625, "top5_acc": 0.995, "loss_cls": 0.48065, "loss": 0.48065, "time": 0.43669} +{"mode": "train", "epoch": 33, "iter": 1100, "lr": 0.02216, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.87562, "top5_acc": 0.99375, "loss_cls": 0.49353, "loss": 0.49353, "time": 0.44728} +{"mode": "train", "epoch": 33, "iter": 1200, "lr": 0.02214, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.86312, "top5_acc": 0.99562, "loss_cls": 0.54473, "loss": 0.54473, "time": 0.3003} +{"mode": "val", "epoch": 33, "iter": 533, "lr": 0.02213, "top1_acc": 0.84438, "top5_acc": 0.98979, "mean_class_accuracy": 0.80517} +{"mode": "train", "epoch": 34, "iter": 100, "lr": 0.02212, "memory": 4120, "data_time": 0.23117, "top1_acc": 0.8725, "top5_acc": 0.995, "loss_cls": 0.48588, "loss": 0.48588, "time": 0.66319} +{"mode": "train", "epoch": 34, "iter": 200, "lr": 0.02211, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.90188, "top5_acc": 0.99812, "loss_cls": 0.40114, "loss": 0.40114, "time": 0.43347} +{"mode": "train", "epoch": 34, "iter": 300, "lr": 0.02209, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.87938, "top5_acc": 0.99562, "loss_cls": 0.46483, "loss": 0.46483, "time": 0.43309} +{"mode": "train", "epoch": 34, "iter": 400, "lr": 0.02208, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.87938, "top5_acc": 0.995, "loss_cls": 0.49995, "loss": 0.49995, "time": 0.4283} +{"mode": "train", "epoch": 34, "iter": 500, "lr": 0.02207, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.87438, "top5_acc": 0.99625, "loss_cls": 0.48889, "loss": 0.48889, "time": 0.4309} +{"mode": "train", "epoch": 34, "iter": 600, "lr": 0.02205, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.8875, "top5_acc": 0.99625, "loss_cls": 0.45081, "loss": 0.45081, "time": 0.43392} +{"mode": "train", "epoch": 34, "iter": 700, "lr": 0.02204, "memory": 4120, "data_time": 0.00113, "top1_acc": 0.86875, "top5_acc": 0.99375, "loss_cls": 0.51711, "loss": 0.51711, "time": 0.45072} +{"mode": "train", "epoch": 34, "iter": 800, "lr": 0.02203, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.88875, "top5_acc": 0.9975, "loss_cls": 0.44067, "loss": 0.44067, "time": 0.45067} +{"mode": "train", "epoch": 34, "iter": 900, "lr": 0.02201, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.86875, "top5_acc": 0.995, "loss_cls": 0.51761, "loss": 0.51761, "time": 0.4473} +{"mode": "train", "epoch": 34, "iter": 1000, "lr": 0.022, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.8625, "top5_acc": 0.99688, "loss_cls": 0.54154, "loss": 0.54154, "time": 0.44038} +{"mode": "train", "epoch": 34, "iter": 1100, "lr": 0.02199, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.86875, "top5_acc": 0.99438, "loss_cls": 0.49658, "loss": 0.49658, "time": 0.44824} +{"mode": "train", "epoch": 34, "iter": 1200, "lr": 0.02197, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.8775, "top5_acc": 0.99562, "loss_cls": 0.49985, "loss": 0.49985, "time": 0.29074} +{"mode": "val", "epoch": 34, "iter": 533, "lr": 0.02196, "top1_acc": 0.82795, "top5_acc": 0.98369, "mean_class_accuracy": 0.77445} +{"mode": "train", "epoch": 35, "iter": 100, "lr": 0.02195, "memory": 4120, "data_time": 0.21134, "top1_acc": 0.89375, "top5_acc": 0.99625, "loss_cls": 0.44916, "loss": 0.44916, "time": 0.64032} +{"mode": "train", "epoch": 35, "iter": 200, "lr": 0.02194, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.86688, "top5_acc": 0.99562, "loss_cls": 0.46677, "loss": 0.46677, "time": 0.44023} +{"mode": "train", "epoch": 35, "iter": 300, "lr": 0.02192, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.8825, "top5_acc": 0.99625, "loss_cls": 0.47268, "loss": 0.47268, "time": 0.45039} +{"mode": "train", "epoch": 35, "iter": 400, "lr": 0.02191, "memory": 4120, "data_time": 0.0011, "top1_acc": 0.88688, "top5_acc": 0.99312, "loss_cls": 0.47967, "loss": 0.47967, "time": 0.45152} +{"mode": "train", "epoch": 35, "iter": 500, "lr": 0.0219, "memory": 4120, "data_time": 0.00107, "top1_acc": 0.87375, "top5_acc": 0.99375, "loss_cls": 0.5044, "loss": 0.5044, "time": 0.4431} +{"mode": "train", "epoch": 35, "iter": 600, "lr": 0.02188, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.88188, "top5_acc": 0.99438, "loss_cls": 0.4625, "loss": 0.4625, "time": 0.42996} +{"mode": "train", "epoch": 35, "iter": 700, "lr": 0.02187, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.87125, "top5_acc": 0.99812, "loss_cls": 0.50098, "loss": 0.50098, "time": 0.43553} +{"mode": "train", "epoch": 35, "iter": 800, "lr": 0.02185, "memory": 4120, "data_time": 0.00108, "top1_acc": 0.86812, "top5_acc": 0.99688, "loss_cls": 0.51264, "loss": 0.51264, "time": 0.4325} +{"mode": "train", "epoch": 35, "iter": 900, "lr": 0.02184, "memory": 4120, "data_time": 0.00105, "top1_acc": 0.8825, "top5_acc": 0.99438, "loss_cls": 0.47869, "loss": 0.47869, "time": 0.43247} +{"mode": "train", "epoch": 35, "iter": 1000, "lr": 0.02183, "memory": 4120, "data_time": 0.00121, "top1_acc": 0.87188, "top5_acc": 0.99812, "loss_cls": 0.4835, "loss": 0.4835, "time": 0.43352} +{"mode": "train", "epoch": 35, "iter": 1100, "lr": 0.02181, "memory": 4120, "data_time": 0.00097, "top1_acc": 0.89, "top5_acc": 0.99562, "loss_cls": 0.46054, "loss": 0.46054, "time": 0.43336} +{"mode": "train", "epoch": 35, "iter": 1200, "lr": 0.0218, "memory": 4120, "data_time": 0.0013, "top1_acc": 0.88375, "top5_acc": 0.99688, "loss_cls": 0.47086, "loss": 0.47086, "time": 0.28093} +{"mode": "val", "epoch": 35, "iter": 533, "lr": 0.02179, "top1_acc": 0.81868, "top5_acc": 0.98686, "mean_class_accuracy": 0.77687} +{"mode": "train", "epoch": 36, "iter": 100, "lr": 0.02178, "memory": 4120, "data_time": 0.23401, "top1_acc": 0.90875, "top5_acc": 0.99812, "loss_cls": 0.4142, "loss": 0.4142, "time": 0.68631} +{"mode": "train", "epoch": 36, "iter": 200, "lr": 0.02176, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.90625, "top5_acc": 0.99812, "loss_cls": 0.38577, "loss": 0.38577, "time": 0.45149} +{"mode": "train", "epoch": 36, "iter": 300, "lr": 0.02175, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.86312, "top5_acc": 0.9925, "loss_cls": 0.53852, "loss": 0.53852, "time": 0.44174} +{"mode": "train", "epoch": 36, "iter": 400, "lr": 0.02173, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.8825, "top5_acc": 0.99562, "loss_cls": 0.46241, "loss": 0.46241, "time": 0.44073} +{"mode": "train", "epoch": 36, "iter": 500, "lr": 0.02172, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.8825, "top5_acc": 0.99562, "loss_cls": 0.48384, "loss": 0.48384, "time": 0.45118} +{"mode": "train", "epoch": 36, "iter": 600, "lr": 0.02171, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.88125, "top5_acc": 0.99812, "loss_cls": 0.48859, "loss": 0.48859, "time": 0.43298} +{"mode": "train", "epoch": 36, "iter": 700, "lr": 0.02169, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.89875, "top5_acc": 0.99812, "loss_cls": 0.40742, "loss": 0.40742, "time": 0.4312} +{"mode": "train", "epoch": 36, "iter": 800, "lr": 0.02168, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.86875, "top5_acc": 0.9925, "loss_cls": 0.52299, "loss": 0.52299, "time": 0.44328} +{"mode": "train", "epoch": 36, "iter": 900, "lr": 0.02167, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.88312, "top5_acc": 0.99562, "loss_cls": 0.47475, "loss": 0.47475, "time": 0.44172} +{"mode": "train", "epoch": 36, "iter": 1000, "lr": 0.02165, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.8575, "top5_acc": 0.99438, "loss_cls": 0.56114, "loss": 0.56114, "time": 0.45186} +{"mode": "train", "epoch": 36, "iter": 1100, "lr": 0.02164, "memory": 4120, "data_time": 0.00093, "top1_acc": 0.86438, "top5_acc": 0.99562, "loss_cls": 0.52212, "loss": 0.52212, "time": 0.45311} +{"mode": "train", "epoch": 36, "iter": 1200, "lr": 0.02162, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.88812, "top5_acc": 0.99562, "loss_cls": 0.44807, "loss": 0.44807, "time": 0.29288} +{"mode": "val", "epoch": 36, "iter": 533, "lr": 0.02161, "top1_acc": 0.83734, "top5_acc": 0.98662, "mean_class_accuracy": 0.77873} +{"mode": "train", "epoch": 37, "iter": 100, "lr": 0.0216, "memory": 4120, "data_time": 0.20598, "top1_acc": 0.88938, "top5_acc": 0.995, "loss_cls": 0.42552, "loss": 0.42552, "time": 0.63745} +{"mode": "train", "epoch": 37, "iter": 200, "lr": 0.02158, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.88625, "top5_acc": 0.99625, "loss_cls": 0.46721, "loss": 0.46721, "time": 0.43516} +{"mode": "train", "epoch": 37, "iter": 300, "lr": 0.02157, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.90062, "top5_acc": 0.99688, "loss_cls": 0.41422, "loss": 0.41422, "time": 0.43857} +{"mode": "train", "epoch": 37, "iter": 400, "lr": 0.02156, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.90438, "top5_acc": 0.9925, "loss_cls": 0.4106, "loss": 0.4106, "time": 0.43249} +{"mode": "train", "epoch": 37, "iter": 500, "lr": 0.02154, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.885, "top5_acc": 0.99812, "loss_cls": 0.46664, "loss": 0.46664, "time": 0.432} +{"mode": "train", "epoch": 37, "iter": 600, "lr": 0.02153, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.8975, "top5_acc": 0.99625, "loss_cls": 0.43924, "loss": 0.43924, "time": 0.44973} +{"mode": "train", "epoch": 37, "iter": 700, "lr": 0.02151, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.88375, "top5_acc": 0.99562, "loss_cls": 0.47313, "loss": 0.47313, "time": 0.45024} +{"mode": "train", "epoch": 37, "iter": 800, "lr": 0.0215, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.8875, "top5_acc": 0.99625, "loss_cls": 0.45607, "loss": 0.45607, "time": 0.44935} +{"mode": "train", "epoch": 37, "iter": 900, "lr": 0.02149, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.86625, "top5_acc": 0.995, "loss_cls": 0.51959, "loss": 0.51959, "time": 0.44245} +{"mode": "train", "epoch": 37, "iter": 1000, "lr": 0.02147, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.86812, "top5_acc": 0.99438, "loss_cls": 0.50369, "loss": 0.50369, "time": 0.43537} +{"mode": "train", "epoch": 37, "iter": 1100, "lr": 0.02146, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.88875, "top5_acc": 0.99625, "loss_cls": 0.46774, "loss": 0.46774, "time": 0.43522} +{"mode": "train", "epoch": 37, "iter": 1200, "lr": 0.02144, "memory": 4120, "data_time": 0.00128, "top1_acc": 0.87125, "top5_acc": 0.99375, "loss_cls": 0.50253, "loss": 0.50253, "time": 0.28832} +{"mode": "val", "epoch": 37, "iter": 533, "lr": 0.02143, "top1_acc": 0.84392, "top5_acc": 0.98944, "mean_class_accuracy": 0.77139} +{"mode": "train", "epoch": 38, "iter": 100, "lr": 0.02142, "memory": 4120, "data_time": 0.22302, "top1_acc": 0.91062, "top5_acc": 0.99625, "loss_cls": 0.38811, "loss": 0.38811, "time": 0.65541} +{"mode": "train", "epoch": 38, "iter": 200, "lr": 0.0214, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.87812, "top5_acc": 0.9975, "loss_cls": 0.48223, "loss": 0.48223, "time": 0.42953} +{"mode": "train", "epoch": 38, "iter": 300, "lr": 0.02139, "memory": 4120, "data_time": 0.0009, "top1_acc": 0.88125, "top5_acc": 0.99625, "loss_cls": 0.46959, "loss": 0.46959, "time": 0.43383} +{"mode": "train", "epoch": 38, "iter": 400, "lr": 0.02137, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.8875, "top5_acc": 0.99438, "loss_cls": 0.44346, "loss": 0.44346, "time": 0.45106} +{"mode": "train", "epoch": 38, "iter": 500, "lr": 0.02136, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.88812, "top5_acc": 0.99688, "loss_cls": 0.47321, "loss": 0.47321, "time": 0.44213} +{"mode": "train", "epoch": 38, "iter": 600, "lr": 0.02134, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.88, "top5_acc": 0.995, "loss_cls": 0.46584, "loss": 0.46584, "time": 0.43425} +{"mode": "train", "epoch": 38, "iter": 700, "lr": 0.02133, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.88875, "top5_acc": 0.995, "loss_cls": 0.4501, "loss": 0.4501, "time": 0.42957} +{"mode": "train", "epoch": 38, "iter": 800, "lr": 0.02132, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.89688, "top5_acc": 0.99812, "loss_cls": 0.42208, "loss": 0.42208, "time": 0.44097} +{"mode": "train", "epoch": 38, "iter": 900, "lr": 0.0213, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.89875, "top5_acc": 0.99688, "loss_cls": 0.41811, "loss": 0.41811, "time": 0.45086} +{"mode": "train", "epoch": 38, "iter": 1000, "lr": 0.02129, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.88, "top5_acc": 0.99375, "loss_cls": 0.48959, "loss": 0.48959, "time": 0.45012} +{"mode": "train", "epoch": 38, "iter": 1100, "lr": 0.02127, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.88562, "top5_acc": 0.99438, "loss_cls": 0.47666, "loss": 0.47666, "time": 0.45028} +{"mode": "train", "epoch": 38, "iter": 1200, "lr": 0.02126, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.87312, "top5_acc": 0.99562, "loss_cls": 0.51717, "loss": 0.51717, "time": 0.29906} +{"mode": "val", "epoch": 38, "iter": 533, "lr": 0.02125, "top1_acc": 0.83652, "top5_acc": 0.98674, "mean_class_accuracy": 0.76684} +{"mode": "train", "epoch": 39, "iter": 100, "lr": 0.02123, "memory": 4120, "data_time": 0.22969, "top1_acc": 0.89125, "top5_acc": 0.99688, "loss_cls": 0.46127, "loss": 0.46127, "time": 0.66226} +{"mode": "train", "epoch": 39, "iter": 200, "lr": 0.02122, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.88125, "top5_acc": 0.99688, "loss_cls": 0.45904, "loss": 0.45904, "time": 0.43101} +{"mode": "train", "epoch": 39, "iter": 300, "lr": 0.0212, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.90562, "top5_acc": 0.9975, "loss_cls": 0.40845, "loss": 0.40845, "time": 0.43399} +{"mode": "train", "epoch": 39, "iter": 400, "lr": 0.02119, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.89125, "top5_acc": 0.99625, "loss_cls": 0.43877, "loss": 0.43877, "time": 0.43026} +{"mode": "train", "epoch": 39, "iter": 500, "lr": 0.02117, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.88688, "top5_acc": 0.995, "loss_cls": 0.43331, "loss": 0.43331, "time": 0.4314} +{"mode": "train", "epoch": 39, "iter": 600, "lr": 0.02116, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.88375, "top5_acc": 0.995, "loss_cls": 0.47441, "loss": 0.47441, "time": 0.43301} +{"mode": "train", "epoch": 39, "iter": 700, "lr": 0.02114, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.88812, "top5_acc": 0.99625, "loss_cls": 0.4476, "loss": 0.4476, "time": 0.43129} +{"mode": "train", "epoch": 39, "iter": 800, "lr": 0.02113, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.86312, "top5_acc": 0.99625, "loss_cls": 0.5196, "loss": 0.5196, "time": 0.43454} +{"mode": "train", "epoch": 39, "iter": 900, "lr": 0.02111, "memory": 4120, "data_time": 0.00102, "top1_acc": 0.88938, "top5_acc": 0.99812, "loss_cls": 0.44441, "loss": 0.44441, "time": 0.43462} +{"mode": "train", "epoch": 39, "iter": 1000, "lr": 0.0211, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.8875, "top5_acc": 0.995, "loss_cls": 0.45791, "loss": 0.45791, "time": 0.42888} +{"mode": "train", "epoch": 39, "iter": 1100, "lr": 0.02108, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.87312, "top5_acc": 0.9975, "loss_cls": 0.48316, "loss": 0.48316, "time": 0.4313} +{"mode": "train", "epoch": 39, "iter": 1200, "lr": 0.02107, "memory": 4120, "data_time": 0.00092, "top1_acc": 0.90312, "top5_acc": 0.99688, "loss_cls": 0.3996, "loss": 0.3996, "time": 0.30173} +{"mode": "val", "epoch": 39, "iter": 533, "lr": 0.02106, "top1_acc": 0.84884, "top5_acc": 0.98897, "mean_class_accuracy": 0.81603} +{"mode": "train", "epoch": 40, "iter": 100, "lr": 0.02104, "memory": 4120, "data_time": 0.22811, "top1_acc": 0.89562, "top5_acc": 0.99562, "loss_cls": 0.42336, "loss": 0.42336, "time": 0.65844} +{"mode": "train", "epoch": 40, "iter": 200, "lr": 0.02103, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.89, "top5_acc": 0.99562, "loss_cls": 0.4696, "loss": 0.4696, "time": 0.43176} +{"mode": "train", "epoch": 40, "iter": 300, "lr": 0.02101, "memory": 4120, "data_time": 0.00093, "top1_acc": 0.895, "top5_acc": 0.99625, "loss_cls": 0.41881, "loss": 0.41881, "time": 0.43247} +{"mode": "train", "epoch": 40, "iter": 400, "lr": 0.021, "memory": 4120, "data_time": 0.00116, "top1_acc": 0.9, "top5_acc": 0.99562, "loss_cls": 0.41534, "loss": 0.41534, "time": 0.43274} +{"mode": "train", "epoch": 40, "iter": 500, "lr": 0.02098, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.90938, "top5_acc": 0.99938, "loss_cls": 0.3807, "loss": 0.3807, "time": 0.43337} +{"mode": "train", "epoch": 40, "iter": 600, "lr": 0.02097, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.88625, "top5_acc": 0.99625, "loss_cls": 0.47651, "loss": 0.47651, "time": 0.45096} +{"mode": "train", "epoch": 40, "iter": 700, "lr": 0.02095, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.87562, "top5_acc": 0.99312, "loss_cls": 0.49155, "loss": 0.49155, "time": 0.4404} +{"mode": "train", "epoch": 40, "iter": 800, "lr": 0.02094, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.8975, "top5_acc": 0.99562, "loss_cls": 0.4405, "loss": 0.4405, "time": 0.44832} +{"mode": "train", "epoch": 40, "iter": 900, "lr": 0.02092, "memory": 4120, "data_time": 0.0009, "top1_acc": 0.89438, "top5_acc": 0.99625, "loss_cls": 0.44884, "loss": 0.44884, "time": 0.45014} +{"mode": "train", "epoch": 40, "iter": 1000, "lr": 0.02091, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.88062, "top5_acc": 0.99375, "loss_cls": 0.46229, "loss": 0.46229, "time": 0.45337} +{"mode": "train", "epoch": 40, "iter": 1100, "lr": 0.02089, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.85688, "top5_acc": 0.9925, "loss_cls": 0.54525, "loss": 0.54525, "time": 0.44913} +{"mode": "train", "epoch": 40, "iter": 1200, "lr": 0.02088, "memory": 4120, "data_time": 0.00108, "top1_acc": 0.89625, "top5_acc": 0.995, "loss_cls": 0.42024, "loss": 0.42024, "time": 0.29256} +{"mode": "val", "epoch": 40, "iter": 533, "lr": 0.02086, "top1_acc": 0.83617, "top5_acc": 0.98427, "mean_class_accuracy": 0.77314} +{"mode": "train", "epoch": 41, "iter": 100, "lr": 0.02085, "memory": 4120, "data_time": 0.22745, "top1_acc": 0.8925, "top5_acc": 0.9925, "loss_cls": 0.44335, "loss": 0.44335, "time": 0.66041} +{"mode": "train", "epoch": 41, "iter": 200, "lr": 0.02083, "memory": 4120, "data_time": 0.00097, "top1_acc": 0.91688, "top5_acc": 0.99625, "loss_cls": 0.38432, "loss": 0.38432, "time": 0.43258} +{"mode": "train", "epoch": 41, "iter": 300, "lr": 0.02082, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.89812, "top5_acc": 0.995, "loss_cls": 0.39395, "loss": 0.39395, "time": 0.42956} +{"mode": "train", "epoch": 41, "iter": 400, "lr": 0.0208, "memory": 4120, "data_time": 0.00102, "top1_acc": 0.885, "top5_acc": 0.99375, "loss_cls": 0.45085, "loss": 0.45085, "time": 0.43149} +{"mode": "train", "epoch": 41, "iter": 500, "lr": 0.02079, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.88875, "top5_acc": 0.99625, "loss_cls": 0.44424, "loss": 0.44424, "time": 0.43211} +{"mode": "train", "epoch": 41, "iter": 600, "lr": 0.02077, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.88, "top5_acc": 0.99562, "loss_cls": 0.46906, "loss": 0.46906, "time": 0.4328} +{"mode": "train", "epoch": 41, "iter": 700, "lr": 0.02076, "memory": 4120, "data_time": 0.00103, "top1_acc": 0.87625, "top5_acc": 0.99688, "loss_cls": 0.46033, "loss": 0.46033, "time": 0.43377} +{"mode": "train", "epoch": 41, "iter": 800, "lr": 0.02074, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.90625, "top5_acc": 0.99125, "loss_cls": 0.41241, "loss": 0.41241, "time": 0.43139} +{"mode": "train", "epoch": 41, "iter": 900, "lr": 0.02073, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.885, "top5_acc": 0.9975, "loss_cls": 0.45595, "loss": 0.45595, "time": 0.43004} +{"mode": "train", "epoch": 41, "iter": 1000, "lr": 0.02071, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.88188, "top5_acc": 0.99562, "loss_cls": 0.48321, "loss": 0.48321, "time": 0.43772} +{"mode": "train", "epoch": 41, "iter": 1100, "lr": 0.0207, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.90062, "top5_acc": 0.99812, "loss_cls": 0.4093, "loss": 0.4093, "time": 0.45326} +{"mode": "train", "epoch": 41, "iter": 1200, "lr": 0.02068, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.8875, "top5_acc": 0.99438, "loss_cls": 0.4565, "loss": 0.4565, "time": 0.30001} +{"mode": "val", "epoch": 41, "iter": 533, "lr": 0.02067, "top1_acc": 0.85213, "top5_acc": 0.99108, "mean_class_accuracy": 0.77982} +{"mode": "train", "epoch": 42, "iter": 100, "lr": 0.02065, "memory": 4120, "data_time": 0.19298, "top1_acc": 0.91438, "top5_acc": 0.99812, "loss_cls": 0.35517, "loss": 0.35517, "time": 0.62313} +{"mode": "train", "epoch": 42, "iter": 200, "lr": 0.02064, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.89688, "top5_acc": 0.99688, "loss_cls": 0.41825, "loss": 0.41825, "time": 0.43552} +{"mode": "train", "epoch": 42, "iter": 300, "lr": 0.02062, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.91375, "top5_acc": 0.99625, "loss_cls": 0.4019, "loss": 0.4019, "time": 0.45098} +{"mode": "train", "epoch": 42, "iter": 400, "lr": 0.02061, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.89188, "top5_acc": 0.99438, "loss_cls": 0.42028, "loss": 0.42028, "time": 0.45044} +{"mode": "train", "epoch": 42, "iter": 500, "lr": 0.02059, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.89125, "top5_acc": 0.99562, "loss_cls": 0.44597, "loss": 0.44597, "time": 0.44228} +{"mode": "train", "epoch": 42, "iter": 600, "lr": 0.02057, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.8925, "top5_acc": 0.99562, "loss_cls": 0.47029, "loss": 0.47029, "time": 0.4484} +{"mode": "train", "epoch": 42, "iter": 700, "lr": 0.02056, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.8925, "top5_acc": 0.99812, "loss_cls": 0.44866, "loss": 0.44866, "time": 0.45078} +{"mode": "train", "epoch": 42, "iter": 800, "lr": 0.02054, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.87875, "top5_acc": 0.99688, "loss_cls": 0.47603, "loss": 0.47603, "time": 0.45046} +{"mode": "train", "epoch": 42, "iter": 900, "lr": 0.02053, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.89438, "top5_acc": 0.99438, "loss_cls": 0.43125, "loss": 0.43125, "time": 0.45265} +{"mode": "train", "epoch": 42, "iter": 1000, "lr": 0.02051, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.89375, "top5_acc": 0.99625, "loss_cls": 0.43185, "loss": 0.43185, "time": 0.43497} +{"mode": "train", "epoch": 42, "iter": 1100, "lr": 0.0205, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.89438, "top5_acc": 0.99938, "loss_cls": 0.43965, "loss": 0.43965, "time": 0.42915} +{"mode": "train", "epoch": 42, "iter": 1200, "lr": 0.02048, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.875, "top5_acc": 0.99312, "loss_cls": 0.51486, "loss": 0.51486, "time": 0.30087} +{"mode": "val", "epoch": 42, "iter": 533, "lr": 0.02047, "top1_acc": 0.81727, "top5_acc": 0.9804, "mean_class_accuracy": 0.77266} +{"mode": "train", "epoch": 43, "iter": 100, "lr": 0.02045, "memory": 4120, "data_time": 0.22879, "top1_acc": 0.8825, "top5_acc": 0.99562, "loss_cls": 0.46567, "loss": 0.46567, "time": 0.66227} +{"mode": "train", "epoch": 43, "iter": 200, "lr": 0.02044, "memory": 4120, "data_time": 0.00093, "top1_acc": 0.89875, "top5_acc": 0.99688, "loss_cls": 0.40121, "loss": 0.40121, "time": 0.43017} +{"mode": "train", "epoch": 43, "iter": 300, "lr": 0.02042, "memory": 4120, "data_time": 0.00094, "top1_acc": 0.89875, "top5_acc": 0.99312, "loss_cls": 0.42379, "loss": 0.42379, "time": 0.4295} +{"mode": "train", "epoch": 43, "iter": 400, "lr": 0.0204, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.90188, "top5_acc": 0.99875, "loss_cls": 0.39446, "loss": 0.39446, "time": 0.43437} +{"mode": "train", "epoch": 43, "iter": 500, "lr": 0.02039, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.89938, "top5_acc": 0.99812, "loss_cls": 0.41427, "loss": 0.41427, "time": 0.43416} +{"mode": "train", "epoch": 43, "iter": 600, "lr": 0.02037, "memory": 4120, "data_time": 0.00143, "top1_acc": 0.90625, "top5_acc": 0.99688, "loss_cls": 0.38387, "loss": 0.38387, "time": 0.43266} +{"mode": "train", "epoch": 43, "iter": 700, "lr": 0.02036, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.89938, "top5_acc": 0.99688, "loss_cls": 0.41185, "loss": 0.41185, "time": 0.44243} +{"mode": "train", "epoch": 43, "iter": 800, "lr": 0.02034, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.8925, "top5_acc": 0.99312, "loss_cls": 0.44883, "loss": 0.44883, "time": 0.43693} +{"mode": "train", "epoch": 43, "iter": 900, "lr": 0.02033, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.88812, "top5_acc": 0.99438, "loss_cls": 0.45268, "loss": 0.45268, "time": 0.43251} +{"mode": "train", "epoch": 43, "iter": 1000, "lr": 0.02031, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.90125, "top5_acc": 0.99625, "loss_cls": 0.41623, "loss": 0.41623, "time": 0.43109} +{"mode": "train", "epoch": 43, "iter": 1100, "lr": 0.02029, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.87125, "top5_acc": 0.99562, "loss_cls": 0.49279, "loss": 0.49279, "time": 0.4372} +{"mode": "train", "epoch": 43, "iter": 1200, "lr": 0.02028, "memory": 4120, "data_time": 0.00094, "top1_acc": 0.905, "top5_acc": 0.9975, "loss_cls": 0.41212, "loss": 0.41212, "time": 0.31893} +{"mode": "val", "epoch": 43, "iter": 533, "lr": 0.02026, "top1_acc": 0.83148, "top5_acc": 0.98486, "mean_class_accuracy": 0.77001} +{"mode": "train", "epoch": 44, "iter": 100, "lr": 0.02025, "memory": 4120, "data_time": 0.2269, "top1_acc": 0.8925, "top5_acc": 0.9975, "loss_cls": 0.42418, "loss": 0.42418, "time": 0.67685} +{"mode": "train", "epoch": 44, "iter": 200, "lr": 0.02023, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.89625, "top5_acc": 0.99438, "loss_cls": 0.42427, "loss": 0.42427, "time": 0.43362} +{"mode": "train", "epoch": 44, "iter": 300, "lr": 0.02022, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.90062, "top5_acc": 0.99625, "loss_cls": 0.4126, "loss": 0.4126, "time": 0.43367} +{"mode": "train", "epoch": 44, "iter": 400, "lr": 0.0202, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.87875, "top5_acc": 0.9975, "loss_cls": 0.46306, "loss": 0.46306, "time": 0.43267} +{"mode": "train", "epoch": 44, "iter": 500, "lr": 0.02018, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.90375, "top5_acc": 0.99812, "loss_cls": 0.37984, "loss": 0.37984, "time": 0.44615} +{"mode": "train", "epoch": 44, "iter": 600, "lr": 0.02017, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.89188, "top5_acc": 0.99812, "loss_cls": 0.43175, "loss": 0.43175, "time": 0.44982} +{"mode": "train", "epoch": 44, "iter": 700, "lr": 0.02015, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.895, "top5_acc": 0.99688, "loss_cls": 0.42048, "loss": 0.42048, "time": 0.45121} +{"mode": "train", "epoch": 44, "iter": 800, "lr": 0.02014, "memory": 4120, "data_time": 0.00098, "top1_acc": 0.87938, "top5_acc": 0.99312, "loss_cls": 0.46665, "loss": 0.46665, "time": 0.43626} +{"mode": "train", "epoch": 44, "iter": 900, "lr": 0.02012, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.89688, "top5_acc": 0.99625, "loss_cls": 0.42773, "loss": 0.42773, "time": 0.43154} +{"mode": "train", "epoch": 44, "iter": 1000, "lr": 0.0201, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.885, "top5_acc": 0.99688, "loss_cls": 0.4541, "loss": 0.4541, "time": 0.42759} +{"mode": "train", "epoch": 44, "iter": 1100, "lr": 0.02009, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.9025, "top5_acc": 0.99562, "loss_cls": 0.43063, "loss": 0.43063, "time": 0.43319} +{"mode": "train", "epoch": 44, "iter": 1200, "lr": 0.02007, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.87938, "top5_acc": 0.99562, "loss_cls": 0.46191, "loss": 0.46191, "time": 0.30215} +{"mode": "val", "epoch": 44, "iter": 533, "lr": 0.02006, "top1_acc": 0.87196, "top5_acc": 0.99014, "mean_class_accuracy": 0.81418} +{"mode": "train", "epoch": 45, "iter": 100, "lr": 0.02004, "memory": 4120, "data_time": 0.23324, "top1_acc": 0.895, "top5_acc": 0.99688, "loss_cls": 0.42682, "loss": 0.42682, "time": 0.66072} +{"mode": "train", "epoch": 45, "iter": 200, "lr": 0.02003, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.89875, "top5_acc": 0.99625, "loss_cls": 0.40089, "loss": 0.40089, "time": 0.43094} +{"mode": "train", "epoch": 45, "iter": 300, "lr": 0.02001, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.89188, "top5_acc": 0.99625, "loss_cls": 0.42807, "loss": 0.42807, "time": 0.43268} +{"mode": "train", "epoch": 45, "iter": 400, "lr": 0.01999, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.88938, "top5_acc": 0.9925, "loss_cls": 0.45646, "loss": 0.45646, "time": 0.43291} +{"mode": "train", "epoch": 45, "iter": 500, "lr": 0.01998, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.92, "top5_acc": 0.99625, "loss_cls": 0.37834, "loss": 0.37834, "time": 0.43443} +{"mode": "train", "epoch": 45, "iter": 600, "lr": 0.01996, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.8925, "top5_acc": 0.99812, "loss_cls": 0.44781, "loss": 0.44781, "time": 0.43333} +{"mode": "train", "epoch": 45, "iter": 700, "lr": 0.01994, "memory": 4120, "data_time": 0.00086, "top1_acc": 0.89625, "top5_acc": 0.99625, "loss_cls": 0.42295, "loss": 0.42295, "time": 0.42876} +{"mode": "train", "epoch": 45, "iter": 800, "lr": 0.01993, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.90938, "top5_acc": 0.99938, "loss_cls": 0.36719, "loss": 0.36719, "time": 0.43303} +{"mode": "train", "epoch": 45, "iter": 900, "lr": 0.01991, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.90812, "top5_acc": 0.99625, "loss_cls": 0.40545, "loss": 0.40545, "time": 0.44734} +{"mode": "train", "epoch": 45, "iter": 1000, "lr": 0.01989, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.88438, "top5_acc": 0.99625, "loss_cls": 0.45159, "loss": 0.45159, "time": 0.45364} +{"mode": "train", "epoch": 45, "iter": 1100, "lr": 0.01988, "memory": 4120, "data_time": 0.00116, "top1_acc": 0.895, "top5_acc": 0.99438, "loss_cls": 0.42769, "loss": 0.42769, "time": 0.45069} +{"mode": "train", "epoch": 45, "iter": 1200, "lr": 0.01986, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.88812, "top5_acc": 0.99688, "loss_cls": 0.4244, "loss": 0.4244, "time": 0.29267} +{"mode": "val", "epoch": 45, "iter": 533, "lr": 0.01985, "top1_acc": 0.84227, "top5_acc": 0.98662, "mean_class_accuracy": 0.77551} +{"mode": "train", "epoch": 46, "iter": 100, "lr": 0.01983, "memory": 4120, "data_time": 0.23261, "top1_acc": 0.89312, "top5_acc": 0.9975, "loss_cls": 0.4257, "loss": 0.4257, "time": 0.66661} +{"mode": "train", "epoch": 46, "iter": 200, "lr": 0.01981, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.90812, "top5_acc": 0.99688, "loss_cls": 0.38116, "loss": 0.38116, "time": 0.43195} +{"mode": "train", "epoch": 46, "iter": 300, "lr": 0.0198, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.89688, "top5_acc": 0.9975, "loss_cls": 0.43783, "loss": 0.43783, "time": 0.43319} +{"mode": "train", "epoch": 46, "iter": 400, "lr": 0.01978, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.9, "top5_acc": 0.9975, "loss_cls": 0.41553, "loss": 0.41553, "time": 0.43079} +{"mode": "train", "epoch": 46, "iter": 500, "lr": 0.01976, "memory": 4120, "data_time": 0.00106, "top1_acc": 0.9075, "top5_acc": 0.99188, "loss_cls": 0.39552, "loss": 0.39552, "time": 0.43227} +{"mode": "train", "epoch": 46, "iter": 600, "lr": 0.01975, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.86688, "top5_acc": 0.99688, "loss_cls": 0.49724, "loss": 0.49724, "time": 0.43312} +{"mode": "train", "epoch": 46, "iter": 700, "lr": 0.01973, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.86875, "top5_acc": 0.99312, "loss_cls": 0.50532, "loss": 0.50532, "time": 0.43159} +{"mode": "train", "epoch": 46, "iter": 800, "lr": 0.01971, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.89625, "top5_acc": 0.99625, "loss_cls": 0.43574, "loss": 0.43574, "time": 0.43379} +{"mode": "train", "epoch": 46, "iter": 900, "lr": 0.0197, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.8975, "top5_acc": 0.99688, "loss_cls": 0.4157, "loss": 0.4157, "time": 0.43364} +{"mode": "train", "epoch": 46, "iter": 1000, "lr": 0.01968, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.88812, "top5_acc": 0.995, "loss_cls": 0.45658, "loss": 0.45658, "time": 0.43003} +{"mode": "train", "epoch": 46, "iter": 1100, "lr": 0.01966, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.89938, "top5_acc": 0.99938, "loss_cls": 0.36981, "loss": 0.36981, "time": 0.43197} +{"mode": "train", "epoch": 46, "iter": 1200, "lr": 0.01965, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.91438, "top5_acc": 0.99562, "loss_cls": 0.37419, "loss": 0.37419, "time": 0.29343} +{"mode": "val", "epoch": 46, "iter": 533, "lr": 0.01963, "top1_acc": 0.86187, "top5_acc": 0.99143, "mean_class_accuracy": 0.81117} +{"mode": "train", "epoch": 47, "iter": 100, "lr": 0.01962, "memory": 4120, "data_time": 0.23425, "top1_acc": 0.90062, "top5_acc": 0.99688, "loss_cls": 0.41966, "loss": 0.41966, "time": 0.67692} +{"mode": "train", "epoch": 47, "iter": 200, "lr": 0.0196, "memory": 4120, "data_time": 0.001, "top1_acc": 0.90125, "top5_acc": 0.9975, "loss_cls": 0.41361, "loss": 0.41361, "time": 0.43505} +{"mode": "train", "epoch": 47, "iter": 300, "lr": 0.01958, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.89, "top5_acc": 0.995, "loss_cls": 0.45632, "loss": 0.45632, "time": 0.43177} +{"mode": "train", "epoch": 47, "iter": 400, "lr": 0.01957, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.92312, "top5_acc": 0.99625, "loss_cls": 0.33184, "loss": 0.33184, "time": 0.43348} +{"mode": "train", "epoch": 47, "iter": 500, "lr": 0.01955, "memory": 4120, "data_time": 0.00127, "top1_acc": 0.90375, "top5_acc": 0.995, "loss_cls": 0.3792, "loss": 0.3792, "time": 0.43616} +{"mode": "train", "epoch": 47, "iter": 600, "lr": 0.01953, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.90625, "top5_acc": 0.99688, "loss_cls": 0.40285, "loss": 0.40285, "time": 0.45294} +{"mode": "train", "epoch": 47, "iter": 700, "lr": 0.01952, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.89875, "top5_acc": 0.99562, "loss_cls": 0.41445, "loss": 0.41445, "time": 0.44263} +{"mode": "train", "epoch": 47, "iter": 800, "lr": 0.0195, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.89875, "top5_acc": 0.995, "loss_cls": 0.43551, "loss": 0.43551, "time": 0.44783} +{"mode": "train", "epoch": 47, "iter": 900, "lr": 0.01948, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.90688, "top5_acc": 0.99562, "loss_cls": 0.39375, "loss": 0.39375, "time": 0.43503} +{"mode": "train", "epoch": 47, "iter": 1000, "lr": 0.01947, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.8725, "top5_acc": 0.99375, "loss_cls": 0.50427, "loss": 0.50427, "time": 0.43323} +{"mode": "train", "epoch": 47, "iter": 1100, "lr": 0.01945, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.89188, "top5_acc": 0.99438, "loss_cls": 0.45204, "loss": 0.45204, "time": 0.44502} +{"mode": "train", "epoch": 47, "iter": 1200, "lr": 0.01943, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.8975, "top5_acc": 0.99688, "loss_cls": 0.39584, "loss": 0.39584, "time": 0.29355} +{"mode": "val", "epoch": 47, "iter": 533, "lr": 0.01942, "top1_acc": 0.85518, "top5_acc": 0.98756, "mean_class_accuracy": 0.80887} +{"mode": "train", "epoch": 48, "iter": 100, "lr": 0.0194, "memory": 4120, "data_time": 0.23202, "top1_acc": 0.8975, "top5_acc": 0.99875, "loss_cls": 0.4138, "loss": 0.4138, "time": 0.67768} +{"mode": "train", "epoch": 48, "iter": 200, "lr": 0.01938, "memory": 4120, "data_time": 0.00092, "top1_acc": 0.91, "top5_acc": 0.99812, "loss_cls": 0.38303, "loss": 0.38303, "time": 0.43298} +{"mode": "train", "epoch": 48, "iter": 300, "lr": 0.01937, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.8875, "top5_acc": 0.99812, "loss_cls": 0.44979, "loss": 0.44979, "time": 0.43278} +{"mode": "train", "epoch": 48, "iter": 400, "lr": 0.01935, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.89875, "top5_acc": 0.99562, "loss_cls": 0.40043, "loss": 0.40043, "time": 0.43121} +{"mode": "train", "epoch": 48, "iter": 500, "lr": 0.01933, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.9175, "top5_acc": 0.99562, "loss_cls": 0.37106, "loss": 0.37106, "time": 0.43055} +{"mode": "train", "epoch": 48, "iter": 600, "lr": 0.01932, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.91812, "top5_acc": 0.99625, "loss_cls": 0.37672, "loss": 0.37672, "time": 0.43218} +{"mode": "train", "epoch": 48, "iter": 700, "lr": 0.0193, "memory": 4120, "data_time": 0.00094, "top1_acc": 0.90375, "top5_acc": 0.99812, "loss_cls": 0.38085, "loss": 0.38085, "time": 0.43321} +{"mode": "train", "epoch": 48, "iter": 800, "lr": 0.01928, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.89812, "top5_acc": 0.995, "loss_cls": 0.41508, "loss": 0.41508, "time": 0.43321} +{"mode": "train", "epoch": 48, "iter": 900, "lr": 0.01926, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.89188, "top5_acc": 0.99625, "loss_cls": 0.45802, "loss": 0.45802, "time": 0.43356} +{"mode": "train", "epoch": 48, "iter": 1000, "lr": 0.01925, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.89562, "top5_acc": 0.995, "loss_cls": 0.42949, "loss": 0.42949, "time": 0.42709} +{"mode": "train", "epoch": 48, "iter": 1100, "lr": 0.01923, "memory": 4120, "data_time": 0.0011, "top1_acc": 0.89875, "top5_acc": 0.99625, "loss_cls": 0.41186, "loss": 0.41186, "time": 0.43216} +{"mode": "train", "epoch": 48, "iter": 1200, "lr": 0.01921, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.88438, "top5_acc": 0.99688, "loss_cls": 0.43563, "loss": 0.43563, "time": 0.29514} +{"mode": "val", "epoch": 48, "iter": 533, "lr": 0.0192, "top1_acc": 0.8756, "top5_acc": 0.99143, "mean_class_accuracy": 0.81745} +{"mode": "train", "epoch": 49, "iter": 100, "lr": 0.01918, "memory": 4120, "data_time": 0.22212, "top1_acc": 0.91188, "top5_acc": 0.99562, "loss_cls": 0.38286, "loss": 0.38286, "time": 0.66273} +{"mode": "train", "epoch": 49, "iter": 200, "lr": 0.01916, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.90562, "top5_acc": 0.9975, "loss_cls": 0.37355, "loss": 0.37355, "time": 0.45043} +{"mode": "train", "epoch": 49, "iter": 300, "lr": 0.01915, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.90938, "top5_acc": 0.99875, "loss_cls": 0.36336, "loss": 0.36336, "time": 0.45311} +{"mode": "train", "epoch": 49, "iter": 400, "lr": 0.01913, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.91688, "top5_acc": 0.99688, "loss_cls": 0.36667, "loss": 0.36667, "time": 0.45272} +{"mode": "train", "epoch": 49, "iter": 500, "lr": 0.01911, "memory": 4120, "data_time": 0.00088, "top1_acc": 0.91812, "top5_acc": 0.99812, "loss_cls": 0.37078, "loss": 0.37078, "time": 0.45237} +{"mode": "train", "epoch": 49, "iter": 600, "lr": 0.01909, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.90438, "top5_acc": 0.99812, "loss_cls": 0.37774, "loss": 0.37774, "time": 0.44418} +{"mode": "train", "epoch": 49, "iter": 700, "lr": 0.01908, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.91125, "top5_acc": 0.99875, "loss_cls": 0.39215, "loss": 0.39215, "time": 0.44229} +{"mode": "train", "epoch": 49, "iter": 800, "lr": 0.01906, "memory": 4120, "data_time": 0.00105, "top1_acc": 0.8875, "top5_acc": 0.995, "loss_cls": 0.44077, "loss": 0.44077, "time": 0.45339} +{"mode": "train", "epoch": 49, "iter": 900, "lr": 0.01904, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.8925, "top5_acc": 0.99562, "loss_cls": 0.43532, "loss": 0.43532, "time": 0.45285} +{"mode": "train", "epoch": 49, "iter": 1000, "lr": 0.01902, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.88812, "top5_acc": 0.99688, "loss_cls": 0.4406, "loss": 0.4406, "time": 0.45301} +{"mode": "train", "epoch": 49, "iter": 1100, "lr": 0.01901, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.91312, "top5_acc": 0.99625, "loss_cls": 0.39232, "loss": 0.39232, "time": 0.4488} +{"mode": "train", "epoch": 49, "iter": 1200, "lr": 0.01899, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.90625, "top5_acc": 0.99812, "loss_cls": 0.39303, "loss": 0.39303, "time": 0.29902} +{"mode": "val", "epoch": 49, "iter": 533, "lr": 0.01898, "top1_acc": 0.87713, "top5_acc": 0.99167, "mean_class_accuracy": 0.83962} +{"mode": "train", "epoch": 50, "iter": 100, "lr": 0.01896, "memory": 4120, "data_time": 0.2286, "top1_acc": 0.91125, "top5_acc": 0.99688, "loss_cls": 0.38163, "loss": 0.38163, "time": 0.66227} +{"mode": "train", "epoch": 50, "iter": 200, "lr": 0.01894, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.90438, "top5_acc": 0.9975, "loss_cls": 0.37203, "loss": 0.37203, "time": 0.45033} +{"mode": "train", "epoch": 50, "iter": 300, "lr": 0.01892, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.90938, "top5_acc": 0.995, "loss_cls": 0.40083, "loss": 0.40083, "time": 0.44411} +{"mode": "train", "epoch": 50, "iter": 400, "lr": 0.01891, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.9125, "top5_acc": 0.99812, "loss_cls": 0.39031, "loss": 0.39031, "time": 0.44576} +{"mode": "train", "epoch": 50, "iter": 500, "lr": 0.01889, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.90625, "top5_acc": 0.9975, "loss_cls": 0.39612, "loss": 0.39612, "time": 0.4521} +{"mode": "train", "epoch": 50, "iter": 600, "lr": 0.01887, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.89375, "top5_acc": 0.99625, "loss_cls": 0.43105, "loss": 0.43105, "time": 0.45064} +{"mode": "train", "epoch": 50, "iter": 700, "lr": 0.01885, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.905, "top5_acc": 0.99625, "loss_cls": 0.4012, "loss": 0.4012, "time": 0.45127} +{"mode": "train", "epoch": 50, "iter": 800, "lr": 0.01884, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.885, "top5_acc": 0.9975, "loss_cls": 0.4559, "loss": 0.4559, "time": 0.4368} +{"mode": "train", "epoch": 50, "iter": 900, "lr": 0.01882, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.90312, "top5_acc": 0.99688, "loss_cls": 0.40272, "loss": 0.40272, "time": 0.42896} +{"mode": "train", "epoch": 50, "iter": 1000, "lr": 0.0188, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.89938, "top5_acc": 0.99688, "loss_cls": 0.39026, "loss": 0.39026, "time": 0.4319} +{"mode": "train", "epoch": 50, "iter": 1100, "lr": 0.01878, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.91125, "top5_acc": 0.995, "loss_cls": 0.39347, "loss": 0.39347, "time": 0.43573} +{"mode": "train", "epoch": 50, "iter": 1200, "lr": 0.01876, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.89375, "top5_acc": 0.99312, "loss_cls": 0.43489, "loss": 0.43489, "time": 0.29185} +{"mode": "val", "epoch": 50, "iter": 533, "lr": 0.01875, "top1_acc": 0.86903, "top5_acc": 0.99155, "mean_class_accuracy": 0.83033} +{"mode": "train", "epoch": 51, "iter": 100, "lr": 0.01873, "memory": 4120, "data_time": 0.21606, "top1_acc": 0.90812, "top5_acc": 1.0, "loss_cls": 0.3658, "loss": 0.3658, "time": 0.64615} +{"mode": "train", "epoch": 51, "iter": 200, "lr": 0.01871, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.91062, "top5_acc": 0.99625, "loss_cls": 0.37152, "loss": 0.37152, "time": 0.43286} +{"mode": "train", "epoch": 51, "iter": 300, "lr": 0.0187, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.91812, "top5_acc": 0.99938, "loss_cls": 0.34566, "loss": 0.34566, "time": 0.43249} +{"mode": "train", "epoch": 51, "iter": 400, "lr": 0.01868, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.9125, "top5_acc": 0.99812, "loss_cls": 0.34925, "loss": 0.34925, "time": 0.44304} +{"mode": "train", "epoch": 51, "iter": 500, "lr": 0.01866, "memory": 4120, "data_time": 0.00096, "top1_acc": 0.91688, "top5_acc": 0.99812, "loss_cls": 0.37648, "loss": 0.37648, "time": 0.45033} +{"mode": "train", "epoch": 51, "iter": 600, "lr": 0.01864, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.89688, "top5_acc": 0.995, "loss_cls": 0.42524, "loss": 0.42524, "time": 0.4394} +{"mode": "train", "epoch": 51, "iter": 700, "lr": 0.01863, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.8875, "top5_acc": 0.995, "loss_cls": 0.44285, "loss": 0.44285, "time": 0.43132} +{"mode": "train", "epoch": 51, "iter": 800, "lr": 0.01861, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.895, "top5_acc": 0.99688, "loss_cls": 0.40489, "loss": 0.40489, "time": 0.43662} +{"mode": "train", "epoch": 51, "iter": 900, "lr": 0.01859, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.9125, "top5_acc": 0.99812, "loss_cls": 0.35803, "loss": 0.35803, "time": 0.45072} +{"mode": "train", "epoch": 51, "iter": 1000, "lr": 0.01857, "memory": 4120, "data_time": 0.00088, "top1_acc": 0.88625, "top5_acc": 0.9975, "loss_cls": 0.45227, "loss": 0.45227, "time": 0.45147} +{"mode": "train", "epoch": 51, "iter": 1100, "lr": 0.01855, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.90875, "top5_acc": 1.0, "loss_cls": 0.37943, "loss": 0.37943, "time": 0.44847} +{"mode": "train", "epoch": 51, "iter": 1200, "lr": 0.01854, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.89625, "top5_acc": 0.9975, "loss_cls": 0.40299, "loss": 0.40299, "time": 0.29726} +{"mode": "val", "epoch": 51, "iter": 533, "lr": 0.01852, "top1_acc": 0.86844, "top5_acc": 0.98979, "mean_class_accuracy": 0.82641} +{"mode": "train", "epoch": 52, "iter": 100, "lr": 0.0185, "memory": 4120, "data_time": 0.23433, "top1_acc": 0.915, "top5_acc": 0.99938, "loss_cls": 0.36308, "loss": 0.36308, "time": 0.66872} +{"mode": "train", "epoch": 52, "iter": 200, "lr": 0.01849, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.92125, "top5_acc": 0.99625, "loss_cls": 0.33583, "loss": 0.33583, "time": 0.43325} +{"mode": "train", "epoch": 52, "iter": 300, "lr": 0.01847, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.9125, "top5_acc": 0.9975, "loss_cls": 0.35595, "loss": 0.35595, "time": 0.42997} +{"mode": "train", "epoch": 52, "iter": 400, "lr": 0.01845, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.91062, "top5_acc": 0.99625, "loss_cls": 0.38374, "loss": 0.38374, "time": 0.43691} +{"mode": "train", "epoch": 52, "iter": 500, "lr": 0.01843, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.905, "top5_acc": 0.99625, "loss_cls": 0.40528, "loss": 0.40528, "time": 0.45207} +{"mode": "train", "epoch": 52, "iter": 600, "lr": 0.01841, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.90562, "top5_acc": 0.99812, "loss_cls": 0.39598, "loss": 0.39598, "time": 0.45155} +{"mode": "train", "epoch": 52, "iter": 700, "lr": 0.0184, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.91062, "top5_acc": 0.99688, "loss_cls": 0.38536, "loss": 0.38536, "time": 0.45043} +{"mode": "train", "epoch": 52, "iter": 800, "lr": 0.01838, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.89688, "top5_acc": 0.99688, "loss_cls": 0.43613, "loss": 0.43613, "time": 0.43725} +{"mode": "train", "epoch": 52, "iter": 900, "lr": 0.01836, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.92062, "top5_acc": 0.99688, "loss_cls": 0.36878, "loss": 0.36878, "time": 0.42736} +{"mode": "train", "epoch": 52, "iter": 1000, "lr": 0.01834, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.90688, "top5_acc": 0.99875, "loss_cls": 0.37219, "loss": 0.37219, "time": 0.43292} +{"mode": "train", "epoch": 52, "iter": 1100, "lr": 0.01832, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.91062, "top5_acc": 0.9975, "loss_cls": 0.39781, "loss": 0.39781, "time": 0.43409} +{"mode": "train", "epoch": 52, "iter": 1200, "lr": 0.01831, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.91125, "top5_acc": 0.99562, "loss_cls": 0.36192, "loss": 0.36192, "time": 0.29695} +{"mode": "val", "epoch": 52, "iter": 533, "lr": 0.01829, "top1_acc": 0.85765, "top5_acc": 0.98557, "mean_class_accuracy": 0.82701} +{"mode": "train", "epoch": 53, "iter": 100, "lr": 0.01827, "memory": 4120, "data_time": 0.19641, "top1_acc": 0.92188, "top5_acc": 0.99688, "loss_cls": 0.34389, "loss": 0.34389, "time": 0.64314} +{"mode": "train", "epoch": 53, "iter": 200, "lr": 0.01826, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.9175, "top5_acc": 0.99625, "loss_cls": 0.36718, "loss": 0.36718, "time": 0.45361} +{"mode": "train", "epoch": 53, "iter": 300, "lr": 0.01824, "memory": 4120, "data_time": 0.00101, "top1_acc": 0.9025, "top5_acc": 0.99938, "loss_cls": 0.38697, "loss": 0.38697, "time": 0.45502} +{"mode": "train", "epoch": 53, "iter": 400, "lr": 0.01822, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.91625, "top5_acc": 0.9975, "loss_cls": 0.3515, "loss": 0.3515, "time": 0.45255} +{"mode": "train", "epoch": 53, "iter": 500, "lr": 0.0182, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.915, "top5_acc": 0.99562, "loss_cls": 0.37869, "loss": 0.37869, "time": 0.44636} +{"mode": "train", "epoch": 53, "iter": 600, "lr": 0.01818, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.90875, "top5_acc": 0.99438, "loss_cls": 0.39409, "loss": 0.39409, "time": 0.44277} +{"mode": "train", "epoch": 53, "iter": 700, "lr": 0.01816, "memory": 4120, "data_time": 0.00092, "top1_acc": 0.91125, "top5_acc": 0.99562, "loss_cls": 0.38901, "loss": 0.38901, "time": 0.45263} +{"mode": "train", "epoch": 53, "iter": 800, "lr": 0.01815, "memory": 4120, "data_time": 0.00122, "top1_acc": 0.89625, "top5_acc": 0.99688, "loss_cls": 0.42311, "loss": 0.42311, "time": 0.45322} +{"mode": "train", "epoch": 53, "iter": 900, "lr": 0.01813, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.8925, "top5_acc": 0.99625, "loss_cls": 0.41644, "loss": 0.41644, "time": 0.44752} +{"mode": "train", "epoch": 53, "iter": 1000, "lr": 0.01811, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.89875, "top5_acc": 0.995, "loss_cls": 0.40091, "loss": 0.40091, "time": 0.43133} +{"mode": "train", "epoch": 53, "iter": 1100, "lr": 0.01809, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.9125, "top5_acc": 0.99875, "loss_cls": 0.37999, "loss": 0.37999, "time": 0.43313} +{"mode": "train", "epoch": 53, "iter": 1200, "lr": 0.01807, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.91938, "top5_acc": 0.99625, "loss_cls": 0.35748, "loss": 0.35748, "time": 0.30056} +{"mode": "val", "epoch": 53, "iter": 533, "lr": 0.01806, "top1_acc": 0.8776, "top5_acc": 0.99355, "mean_class_accuracy": 0.83589} +{"mode": "train", "epoch": 54, "iter": 100, "lr": 0.01804, "memory": 4120, "data_time": 0.23129, "top1_acc": 0.92688, "top5_acc": 0.99812, "loss_cls": 0.31993, "loss": 0.31993, "time": 0.66355} +{"mode": "train", "epoch": 54, "iter": 200, "lr": 0.01802, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.91562, "top5_acc": 0.99625, "loss_cls": 0.38199, "loss": 0.38199, "time": 0.45057} +{"mode": "train", "epoch": 54, "iter": 300, "lr": 0.018, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.9125, "top5_acc": 0.9975, "loss_cls": 0.38367, "loss": 0.38367, "time": 0.43991} +{"mode": "train", "epoch": 54, "iter": 400, "lr": 0.01798, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.915, "top5_acc": 0.99625, "loss_cls": 0.36608, "loss": 0.36608, "time": 0.45054} +{"mode": "train", "epoch": 54, "iter": 500, "lr": 0.01797, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.90688, "top5_acc": 0.99812, "loss_cls": 0.39161, "loss": 0.39161, "time": 0.43361} +{"mode": "train", "epoch": 54, "iter": 600, "lr": 0.01795, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.91312, "top5_acc": 0.9975, "loss_cls": 0.35897, "loss": 0.35897, "time": 0.43096} +{"mode": "train", "epoch": 54, "iter": 700, "lr": 0.01793, "memory": 4120, "data_time": 0.00101, "top1_acc": 0.905, "top5_acc": 0.9975, "loss_cls": 0.37637, "loss": 0.37637, "time": 0.43842} +{"mode": "train", "epoch": 54, "iter": 800, "lr": 0.01791, "memory": 4120, "data_time": 0.00103, "top1_acc": 0.91, "top5_acc": 0.995, "loss_cls": 0.39727, "loss": 0.39727, "time": 0.45138} +{"mode": "train", "epoch": 54, "iter": 900, "lr": 0.01789, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.90688, "top5_acc": 0.99875, "loss_cls": 0.38792, "loss": 0.38792, "time": 0.43808} +{"mode": "train", "epoch": 54, "iter": 1000, "lr": 0.01787, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.89938, "top5_acc": 0.99625, "loss_cls": 0.38629, "loss": 0.38629, "time": 0.43357} +{"mode": "train", "epoch": 54, "iter": 1100, "lr": 0.01786, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.91, "top5_acc": 0.99875, "loss_cls": 0.38987, "loss": 0.38987, "time": 0.43324} +{"mode": "train", "epoch": 54, "iter": 1200, "lr": 0.01784, "memory": 4120, "data_time": 0.00118, "top1_acc": 0.90938, "top5_acc": 0.99688, "loss_cls": 0.38869, "loss": 0.38869, "time": 0.30797} +{"mode": "val", "epoch": 54, "iter": 533, "lr": 0.01782, "top1_acc": 0.87314, "top5_acc": 0.98967, "mean_class_accuracy": 0.82705} +{"mode": "train", "epoch": 55, "iter": 100, "lr": 0.0178, "memory": 4120, "data_time": 0.19067, "top1_acc": 0.91062, "top5_acc": 0.99688, "loss_cls": 0.38218, "loss": 0.38218, "time": 0.62407} +{"mode": "train", "epoch": 55, "iter": 200, "lr": 0.01779, "memory": 4120, "data_time": 0.00119, "top1_acc": 0.91438, "top5_acc": 0.99875, "loss_cls": 0.35087, "loss": 0.35087, "time": 0.44399} +{"mode": "train", "epoch": 55, "iter": 300, "lr": 0.01777, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.92312, "top5_acc": 0.99688, "loss_cls": 0.34601, "loss": 0.34601, "time": 0.45327} +{"mode": "train", "epoch": 55, "iter": 400, "lr": 0.01775, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.92625, "top5_acc": 0.99812, "loss_cls": 0.31198, "loss": 0.31198, "time": 0.4531} +{"mode": "train", "epoch": 55, "iter": 500, "lr": 0.01773, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.9125, "top5_acc": 0.99688, "loss_cls": 0.3667, "loss": 0.3667, "time": 0.4448} +{"mode": "train", "epoch": 55, "iter": 600, "lr": 0.01771, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.90312, "top5_acc": 0.9975, "loss_cls": 0.37819, "loss": 0.37819, "time": 0.44484} +{"mode": "train", "epoch": 55, "iter": 700, "lr": 0.01769, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.8975, "top5_acc": 0.99625, "loss_cls": 0.40374, "loss": 0.40374, "time": 0.44966} +{"mode": "train", "epoch": 55, "iter": 800, "lr": 0.01767, "memory": 4120, "data_time": 0.00096, "top1_acc": 0.90812, "top5_acc": 0.9975, "loss_cls": 0.39041, "loss": 0.39041, "time": 0.45159} +{"mode": "train", "epoch": 55, "iter": 900, "lr": 0.01766, "memory": 4120, "data_time": 0.00101, "top1_acc": 0.9225, "top5_acc": 0.99688, "loss_cls": 0.33954, "loss": 0.33954, "time": 0.45192} +{"mode": "train", "epoch": 55, "iter": 1000, "lr": 0.01764, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.9025, "top5_acc": 0.99562, "loss_cls": 0.40401, "loss": 0.40401, "time": 0.45096} +{"mode": "train", "epoch": 55, "iter": 1100, "lr": 0.01762, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.88375, "top5_acc": 0.99688, "loss_cls": 0.45344, "loss": 0.45344, "time": 0.44042} +{"mode": "train", "epoch": 55, "iter": 1200, "lr": 0.0176, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.90375, "top5_acc": 0.99812, "loss_cls": 0.41892, "loss": 0.41892, "time": 0.33046} +{"mode": "val", "epoch": 55, "iter": 533, "lr": 0.01758, "top1_acc": 0.85424, "top5_acc": 0.98545, "mean_class_accuracy": 0.79872} +{"mode": "train", "epoch": 56, "iter": 100, "lr": 0.01757, "memory": 4120, "data_time": 0.22678, "top1_acc": 0.91375, "top5_acc": 0.99688, "loss_cls": 0.34827, "loss": 0.34827, "time": 0.66515} +{"mode": "train", "epoch": 56, "iter": 200, "lr": 0.01755, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.92812, "top5_acc": 0.99875, "loss_cls": 0.28931, "loss": 0.28931, "time": 0.44806} +{"mode": "train", "epoch": 56, "iter": 300, "lr": 0.01753, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.90688, "top5_acc": 0.99875, "loss_cls": 0.3761, "loss": 0.3761, "time": 0.43979} +{"mode": "train", "epoch": 56, "iter": 400, "lr": 0.01751, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.9, "top5_acc": 0.99812, "loss_cls": 0.38881, "loss": 0.38881, "time": 0.45206} +{"mode": "train", "epoch": 56, "iter": 500, "lr": 0.01749, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.90875, "top5_acc": 0.99625, "loss_cls": 0.37545, "loss": 0.37545, "time": 0.45101} +{"mode": "train", "epoch": 56, "iter": 600, "lr": 0.01747, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.90688, "top5_acc": 0.99625, "loss_cls": 0.38217, "loss": 0.38217, "time": 0.4516} +{"mode": "train", "epoch": 56, "iter": 700, "lr": 0.01745, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.93438, "top5_acc": 0.99875, "loss_cls": 0.30146, "loss": 0.30146, "time": 0.44006} +{"mode": "train", "epoch": 56, "iter": 800, "lr": 0.01743, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.89562, "top5_acc": 0.995, "loss_cls": 0.40739, "loss": 0.40739, "time": 0.42886} +{"mode": "train", "epoch": 56, "iter": 900, "lr": 0.01742, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.9075, "top5_acc": 0.99812, "loss_cls": 0.36161, "loss": 0.36161, "time": 0.44551} +{"mode": "train", "epoch": 56, "iter": 1000, "lr": 0.0174, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.91375, "top5_acc": 0.99625, "loss_cls": 0.34661, "loss": 0.34661, "time": 0.44269} +{"mode": "train", "epoch": 56, "iter": 1100, "lr": 0.01738, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.91062, "top5_acc": 0.9975, "loss_cls": 0.36175, "loss": 0.36175, "time": 0.43289} +{"mode": "train", "epoch": 56, "iter": 1200, "lr": 0.01736, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.9025, "top5_acc": 0.99812, "loss_cls": 0.39454, "loss": 0.39454, "time": 0.33424} +{"mode": "val", "epoch": 56, "iter": 533, "lr": 0.01734, "top1_acc": 0.83159, "top5_acc": 0.98733, "mean_class_accuracy": 0.78674} +{"mode": "train", "epoch": 57, "iter": 100, "lr": 0.01733, "memory": 4120, "data_time": 0.19321, "top1_acc": 0.91812, "top5_acc": 0.9975, "loss_cls": 0.33538, "loss": 0.33538, "time": 0.64314} +{"mode": "train", "epoch": 57, "iter": 200, "lr": 0.01731, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.91562, "top5_acc": 0.99875, "loss_cls": 0.36292, "loss": 0.36292, "time": 0.45278} +{"mode": "train", "epoch": 57, "iter": 300, "lr": 0.01729, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.91125, "top5_acc": 0.99562, "loss_cls": 0.35989, "loss": 0.35989, "time": 0.43626} +{"mode": "train", "epoch": 57, "iter": 400, "lr": 0.01727, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.93312, "top5_acc": 0.99875, "loss_cls": 0.29441, "loss": 0.29441, "time": 0.43107} +{"mode": "train", "epoch": 57, "iter": 500, "lr": 0.01725, "memory": 4120, "data_time": 0.00114, "top1_acc": 0.905, "top5_acc": 0.99625, "loss_cls": 0.38335, "loss": 0.38335, "time": 0.43262} +{"mode": "train", "epoch": 57, "iter": 600, "lr": 0.01723, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.91125, "top5_acc": 0.99875, "loss_cls": 0.35254, "loss": 0.35254, "time": 0.43006} +{"mode": "train", "epoch": 57, "iter": 700, "lr": 0.01721, "memory": 4120, "data_time": 0.00136, "top1_acc": 0.90812, "top5_acc": 0.99812, "loss_cls": 0.37609, "loss": 0.37609, "time": 0.43396} +{"mode": "train", "epoch": 57, "iter": 800, "lr": 0.01719, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.92188, "top5_acc": 0.9975, "loss_cls": 0.35073, "loss": 0.35073, "time": 0.43461} +{"mode": "train", "epoch": 57, "iter": 900, "lr": 0.01717, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.89875, "top5_acc": 0.9975, "loss_cls": 0.43358, "loss": 0.43358, "time": 0.4382} +{"mode": "train", "epoch": 57, "iter": 1000, "lr": 0.01716, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.92125, "top5_acc": 1.0, "loss_cls": 0.34198, "loss": 0.34198, "time": 0.45163} +{"mode": "train", "epoch": 57, "iter": 1100, "lr": 0.01714, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.89812, "top5_acc": 0.99812, "loss_cls": 0.40052, "loss": 0.40052, "time": 0.43357} +{"mode": "train", "epoch": 57, "iter": 1200, "lr": 0.01712, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.90125, "top5_acc": 0.99812, "loss_cls": 0.37601, "loss": 0.37601, "time": 0.37368} +{"mode": "val", "epoch": 57, "iter": 533, "lr": 0.0171, "top1_acc": 0.86539, "top5_acc": 0.99096, "mean_class_accuracy": 0.83787} +{"mode": "train", "epoch": 58, "iter": 100, "lr": 0.01708, "memory": 4120, "data_time": 0.21239, "top1_acc": 0.90938, "top5_acc": 0.99688, "loss_cls": 0.38145, "loss": 0.38145, "time": 0.64543} +{"mode": "train", "epoch": 58, "iter": 200, "lr": 0.01706, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.925, "top5_acc": 0.99875, "loss_cls": 0.32147, "loss": 0.32147, "time": 0.43944} +{"mode": "train", "epoch": 58, "iter": 300, "lr": 0.01704, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.9175, "top5_acc": 0.9975, "loss_cls": 0.34571, "loss": 0.34571, "time": 0.44543} +{"mode": "train", "epoch": 58, "iter": 400, "lr": 0.01703, "memory": 4120, "data_time": 0.0009, "top1_acc": 0.91438, "top5_acc": 0.99625, "loss_cls": 0.37235, "loss": 0.37235, "time": 0.45327} +{"mode": "train", "epoch": 58, "iter": 500, "lr": 0.01701, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.91625, "top5_acc": 0.99812, "loss_cls": 0.35928, "loss": 0.35928, "time": 0.44803} +{"mode": "train", "epoch": 58, "iter": 600, "lr": 0.01699, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.91062, "top5_acc": 0.99688, "loss_cls": 0.35854, "loss": 0.35854, "time": 0.45265} +{"mode": "train", "epoch": 58, "iter": 700, "lr": 0.01697, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.91062, "top5_acc": 0.99812, "loss_cls": 0.3819, "loss": 0.3819, "time": 0.4496} +{"mode": "train", "epoch": 58, "iter": 800, "lr": 0.01695, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.9025, "top5_acc": 0.99812, "loss_cls": 0.39581, "loss": 0.39581, "time": 0.44082} +{"mode": "train", "epoch": 58, "iter": 900, "lr": 0.01693, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.91062, "top5_acc": 0.99875, "loss_cls": 0.37029, "loss": 0.37029, "time": 0.44542} +{"mode": "train", "epoch": 58, "iter": 1000, "lr": 0.01691, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.92125, "top5_acc": 0.99875, "loss_cls": 0.33179, "loss": 0.33179, "time": 0.44679} +{"mode": "train", "epoch": 58, "iter": 1100, "lr": 0.01689, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.88312, "top5_acc": 0.99812, "loss_cls": 0.43577, "loss": 0.43577, "time": 0.45235} +{"mode": "train", "epoch": 58, "iter": 1200, "lr": 0.01687, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.9075, "top5_acc": 0.9975, "loss_cls": 0.38646, "loss": 0.38646, "time": 0.39179} +{"mode": "val", "epoch": 58, "iter": 533, "lr": 0.01686, "top1_acc": 0.8837, "top5_acc": 0.99272, "mean_class_accuracy": 0.83471} +{"mode": "train", "epoch": 59, "iter": 100, "lr": 0.01684, "memory": 4120, "data_time": 0.23455, "top1_acc": 0.89812, "top5_acc": 0.9975, "loss_cls": 0.37926, "loss": 0.37926, "time": 0.68457} +{"mode": "train", "epoch": 59, "iter": 200, "lr": 0.01682, "memory": 4120, "data_time": 0.00114, "top1_acc": 0.92, "top5_acc": 0.99812, "loss_cls": 0.34396, "loss": 0.34396, "time": 0.45534} +{"mode": "train", "epoch": 59, "iter": 300, "lr": 0.0168, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.91312, "top5_acc": 1.0, "loss_cls": 0.3506, "loss": 0.3506, "time": 0.45119} +{"mode": "train", "epoch": 59, "iter": 400, "lr": 0.01678, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.93438, "top5_acc": 1.0, "loss_cls": 0.29349, "loss": 0.29349, "time": 0.44743} +{"mode": "train", "epoch": 59, "iter": 500, "lr": 0.01676, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.92875, "top5_acc": 0.99875, "loss_cls": 0.29763, "loss": 0.29763, "time": 0.44146} +{"mode": "train", "epoch": 59, "iter": 600, "lr": 0.01674, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.9175, "top5_acc": 0.99938, "loss_cls": 0.33853, "loss": 0.33853, "time": 0.45077} +{"mode": "train", "epoch": 59, "iter": 700, "lr": 0.01672, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.90875, "top5_acc": 0.99688, "loss_cls": 0.38951, "loss": 0.38951, "time": 0.45196} +{"mode": "train", "epoch": 59, "iter": 800, "lr": 0.0167, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.91125, "top5_acc": 0.99688, "loss_cls": 0.34966, "loss": 0.34966, "time": 0.45015} +{"mode": "train", "epoch": 59, "iter": 900, "lr": 0.01668, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.92, "top5_acc": 0.99688, "loss_cls": 0.34881, "loss": 0.34881, "time": 0.44387} +{"mode": "train", "epoch": 59, "iter": 1000, "lr": 0.01667, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.89438, "top5_acc": 0.99938, "loss_cls": 0.40467, "loss": 0.40467, "time": 0.42961} +{"mode": "train", "epoch": 59, "iter": 1100, "lr": 0.01665, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.91375, "top5_acc": 0.99812, "loss_cls": 0.36736, "loss": 0.36736, "time": 0.43204} +{"mode": "train", "epoch": 59, "iter": 1200, "lr": 0.01663, "memory": 4120, "data_time": 0.0009, "top1_acc": 0.92688, "top5_acc": 1.0, "loss_cls": 0.34173, "loss": 0.34173, "time": 0.36213} +{"mode": "val", "epoch": 59, "iter": 533, "lr": 0.01661, "top1_acc": 0.87408, "top5_acc": 0.99085, "mean_class_accuracy": 0.83116} +{"mode": "train", "epoch": 60, "iter": 100, "lr": 0.01659, "memory": 4120, "data_time": 0.23039, "top1_acc": 0.92938, "top5_acc": 0.9975, "loss_cls": 0.30368, "loss": 0.30368, "time": 0.66145} +{"mode": "train", "epoch": 60, "iter": 200, "lr": 0.01657, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.9, "top5_acc": 0.99875, "loss_cls": 0.38451, "loss": 0.38451, "time": 0.42954} +{"mode": "train", "epoch": 60, "iter": 300, "lr": 0.01655, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.92938, "top5_acc": 1.0, "loss_cls": 0.32049, "loss": 0.32049, "time": 0.43396} +{"mode": "train", "epoch": 60, "iter": 400, "lr": 0.01653, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.90562, "top5_acc": 0.99812, "loss_cls": 0.39352, "loss": 0.39352, "time": 0.43377} +{"mode": "train", "epoch": 60, "iter": 500, "lr": 0.01651, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.90812, "top5_acc": 0.99875, "loss_cls": 0.37413, "loss": 0.37413, "time": 0.43275} +{"mode": "train", "epoch": 60, "iter": 600, "lr": 0.0165, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.915, "top5_acc": 0.99688, "loss_cls": 0.33286, "loss": 0.33286, "time": 0.43381} +{"mode": "train", "epoch": 60, "iter": 700, "lr": 0.01648, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.93375, "top5_acc": 0.9975, "loss_cls": 0.3171, "loss": 0.3171, "time": 0.43166} +{"mode": "train", "epoch": 60, "iter": 800, "lr": 0.01646, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.91062, "top5_acc": 1.0, "loss_cls": 0.36877, "loss": 0.36877, "time": 0.42983} +{"mode": "train", "epoch": 60, "iter": 900, "lr": 0.01644, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.93062, "top5_acc": 0.9975, "loss_cls": 0.33314, "loss": 0.33314, "time": 0.44871} +{"mode": "train", "epoch": 60, "iter": 1000, "lr": 0.01642, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.91688, "top5_acc": 0.99438, "loss_cls": 0.3541, "loss": 0.3541, "time": 0.4515} +{"mode": "train", "epoch": 60, "iter": 1100, "lr": 0.0164, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.92375, "top5_acc": 0.99625, "loss_cls": 0.32205, "loss": 0.32205, "time": 0.43935} +{"mode": "train", "epoch": 60, "iter": 1200, "lr": 0.01638, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.9075, "top5_acc": 1.0, "loss_cls": 0.35035, "loss": 0.35035, "time": 0.35502} +{"mode": "val", "epoch": 60, "iter": 533, "lr": 0.01636, "top1_acc": 0.86903, "top5_acc": 0.9919, "mean_class_accuracy": 0.82208} +{"mode": "train", "epoch": 61, "iter": 100, "lr": 0.01634, "memory": 4120, "data_time": 0.22776, "top1_acc": 0.92812, "top5_acc": 0.99875, "loss_cls": 0.30463, "loss": 0.30463, "time": 0.68012} +{"mode": "train", "epoch": 61, "iter": 200, "lr": 0.01632, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.92625, "top5_acc": 0.99688, "loss_cls": 0.30893, "loss": 0.30893, "time": 0.45184} +{"mode": "train", "epoch": 61, "iter": 300, "lr": 0.0163, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.935, "top5_acc": 0.9975, "loss_cls": 0.30474, "loss": 0.30474, "time": 0.45028} +{"mode": "train", "epoch": 61, "iter": 400, "lr": 0.01629, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.91875, "top5_acc": 0.99688, "loss_cls": 0.33362, "loss": 0.33362, "time": 0.44137} +{"mode": "train", "epoch": 61, "iter": 500, "lr": 0.01627, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.9075, "top5_acc": 0.99875, "loss_cls": 0.3571, "loss": 0.3571, "time": 0.44597} +{"mode": "train", "epoch": 61, "iter": 600, "lr": 0.01625, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.90875, "top5_acc": 0.99875, "loss_cls": 0.3606, "loss": 0.3606, "time": 0.45064} +{"mode": "train", "epoch": 61, "iter": 700, "lr": 0.01623, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.94125, "top5_acc": 0.9975, "loss_cls": 0.2769, "loss": 0.2769, "time": 0.44156} +{"mode": "train", "epoch": 61, "iter": 800, "lr": 0.01621, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.92, "top5_acc": 0.99875, "loss_cls": 0.3287, "loss": 0.3287, "time": 0.43441} +{"mode": "train", "epoch": 61, "iter": 900, "lr": 0.01619, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.915, "top5_acc": 0.99875, "loss_cls": 0.32705, "loss": 0.32705, "time": 0.44853} +{"mode": "train", "epoch": 61, "iter": 1000, "lr": 0.01617, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.91, "top5_acc": 0.99812, "loss_cls": 0.36458, "loss": 0.36458, "time": 0.44141} +{"mode": "train", "epoch": 61, "iter": 1100, "lr": 0.01615, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.9, "top5_acc": 0.99625, "loss_cls": 0.38968, "loss": 0.38968, "time": 0.4393} +{"mode": "train", "epoch": 61, "iter": 1200, "lr": 0.01613, "memory": 4120, "data_time": 0.00103, "top1_acc": 0.89812, "top5_acc": 0.99875, "loss_cls": 0.40995, "loss": 0.40995, "time": 0.35071} +{"mode": "val", "epoch": 61, "iter": 533, "lr": 0.01611, "top1_acc": 0.88593, "top5_acc": 0.99143, "mean_class_accuracy": 0.84405} +{"mode": "train", "epoch": 62, "iter": 100, "lr": 0.01609, "memory": 4120, "data_time": 0.2283, "top1_acc": 0.935, "top5_acc": 0.99875, "loss_cls": 0.28214, "loss": 0.28214, "time": 0.65733} +{"mode": "train", "epoch": 62, "iter": 200, "lr": 0.01607, "memory": 4120, "data_time": 0.00103, "top1_acc": 0.92688, "top5_acc": 0.99938, "loss_cls": 0.31253, "loss": 0.31253, "time": 0.43214} +{"mode": "train", "epoch": 62, "iter": 300, "lr": 0.01605, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.9225, "top5_acc": 0.99875, "loss_cls": 0.31386, "loss": 0.31386, "time": 0.43295} +{"mode": "train", "epoch": 62, "iter": 400, "lr": 0.01603, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.915, "top5_acc": 0.99812, "loss_cls": 0.33617, "loss": 0.33617, "time": 0.43786} +{"mode": "train", "epoch": 62, "iter": 500, "lr": 0.01602, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.91125, "top5_acc": 0.99688, "loss_cls": 0.36626, "loss": 0.36626, "time": 0.44374} +{"mode": "train", "epoch": 62, "iter": 600, "lr": 0.016, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.91625, "top5_acc": 0.9975, "loss_cls": 0.36178, "loss": 0.36178, "time": 0.44761} +{"mode": "train", "epoch": 62, "iter": 700, "lr": 0.01598, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.90062, "top5_acc": 0.9975, "loss_cls": 0.3752, "loss": 0.3752, "time": 0.44075} +{"mode": "train", "epoch": 62, "iter": 800, "lr": 0.01596, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.92188, "top5_acc": 0.99625, "loss_cls": 0.33064, "loss": 0.33064, "time": 0.4513} +{"mode": "train", "epoch": 62, "iter": 900, "lr": 0.01594, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.91125, "top5_acc": 0.99812, "loss_cls": 0.34322, "loss": 0.34322, "time": 0.4492} +{"mode": "train", "epoch": 62, "iter": 1000, "lr": 0.01592, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.92375, "top5_acc": 0.99562, "loss_cls": 0.33304, "loss": 0.33304, "time": 0.43958} +{"mode": "train", "epoch": 62, "iter": 1100, "lr": 0.0159, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.91875, "top5_acc": 0.9975, "loss_cls": 0.33578, "loss": 0.33578, "time": 0.45267} +{"mode": "train", "epoch": 62, "iter": 1200, "lr": 0.01588, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.93312, "top5_acc": 0.9975, "loss_cls": 0.29072, "loss": 0.29072, "time": 0.36384} +{"mode": "val", "epoch": 62, "iter": 533, "lr": 0.01586, "top1_acc": 0.86739, "top5_acc": 0.98967, "mean_class_accuracy": 0.82284} +{"mode": "train", "epoch": 63, "iter": 100, "lr": 0.01584, "memory": 4120, "data_time": 0.21596, "top1_acc": 0.93188, "top5_acc": 0.99812, "loss_cls": 0.28948, "loss": 0.28948, "time": 0.64914} +{"mode": "train", "epoch": 63, "iter": 200, "lr": 0.01582, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.91625, "top5_acc": 0.9975, "loss_cls": 0.33935, "loss": 0.33935, "time": 0.43353} +{"mode": "train", "epoch": 63, "iter": 300, "lr": 0.0158, "memory": 4120, "data_time": 0.00098, "top1_acc": 0.90812, "top5_acc": 0.99812, "loss_cls": 0.38027, "loss": 0.38027, "time": 0.43526} +{"mode": "train", "epoch": 63, "iter": 400, "lr": 0.01578, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.9325, "top5_acc": 0.99812, "loss_cls": 0.30714, "loss": 0.30714, "time": 0.43975} +{"mode": "train", "epoch": 63, "iter": 500, "lr": 0.01576, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.91938, "top5_acc": 0.99938, "loss_cls": 0.32882, "loss": 0.32882, "time": 0.43777} +{"mode": "train", "epoch": 63, "iter": 600, "lr": 0.01574, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.925, "top5_acc": 0.99875, "loss_cls": 0.31536, "loss": 0.31536, "time": 0.43398} +{"mode": "train", "epoch": 63, "iter": 700, "lr": 0.01572, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.93375, "top5_acc": 0.99938, "loss_cls": 0.28846, "loss": 0.28846, "time": 0.43452} +{"mode": "train", "epoch": 63, "iter": 800, "lr": 0.0157, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.92, "top5_acc": 0.99688, "loss_cls": 0.33745, "loss": 0.33745, "time": 0.4344} +{"mode": "train", "epoch": 63, "iter": 900, "lr": 0.01568, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.92438, "top5_acc": 0.99938, "loss_cls": 0.32739, "loss": 0.32739, "time": 0.44113} +{"mode": "train", "epoch": 63, "iter": 1000, "lr": 0.01566, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.9275, "top5_acc": 0.99812, "loss_cls": 0.30384, "loss": 0.30384, "time": 0.4398} +{"mode": "train", "epoch": 63, "iter": 1100, "lr": 0.01564, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.92375, "top5_acc": 0.9975, "loss_cls": 0.32318, "loss": 0.32318, "time": 0.45046} +{"mode": "train", "epoch": 63, "iter": 1200, "lr": 0.01562, "memory": 4120, "data_time": 0.00092, "top1_acc": 0.9125, "top5_acc": 0.9975, "loss_cls": 0.37365, "loss": 0.37365, "time": 0.36866} +{"mode": "val", "epoch": 63, "iter": 533, "lr": 0.01561, "top1_acc": 0.88253, "top5_acc": 0.99155, "mean_class_accuracy": 0.84628} +{"mode": "train", "epoch": 64, "iter": 100, "lr": 0.01559, "memory": 4120, "data_time": 0.22775, "top1_acc": 0.94562, "top5_acc": 0.99938, "loss_cls": 0.26968, "loss": 0.26968, "time": 0.65815} +{"mode": "train", "epoch": 64, "iter": 200, "lr": 0.01557, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.94438, "top5_acc": 0.9975, "loss_cls": 0.26534, "loss": 0.26534, "time": 0.43329} +{"mode": "train", "epoch": 64, "iter": 300, "lr": 0.01555, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.925, "top5_acc": 0.99938, "loss_cls": 0.32192, "loss": 0.32192, "time": 0.43431} +{"mode": "train", "epoch": 64, "iter": 400, "lr": 0.01553, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.93312, "top5_acc": 0.99875, "loss_cls": 0.28368, "loss": 0.28368, "time": 0.43406} +{"mode": "train", "epoch": 64, "iter": 500, "lr": 0.01551, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.90938, "top5_acc": 1.0, "loss_cls": 0.35795, "loss": 0.35795, "time": 0.43591} +{"mode": "train", "epoch": 64, "iter": 600, "lr": 0.01549, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.90938, "top5_acc": 0.99812, "loss_cls": 0.36565, "loss": 0.36565, "time": 0.43083} +{"mode": "train", "epoch": 64, "iter": 700, "lr": 0.01547, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.9275, "top5_acc": 0.99938, "loss_cls": 0.31193, "loss": 0.31193, "time": 0.42982} +{"mode": "train", "epoch": 64, "iter": 800, "lr": 0.01545, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.91688, "top5_acc": 0.99875, "loss_cls": 0.36528, "loss": 0.36528, "time": 0.43464} +{"mode": "train", "epoch": 64, "iter": 900, "lr": 0.01543, "memory": 4120, "data_time": 0.00118, "top1_acc": 0.92062, "top5_acc": 1.0, "loss_cls": 0.31802, "loss": 0.31802, "time": 0.43591} +{"mode": "train", "epoch": 64, "iter": 1000, "lr": 0.01541, "memory": 4120, "data_time": 0.00098, "top1_acc": 0.91125, "top5_acc": 1.0, "loss_cls": 0.34488, "loss": 0.34488, "time": 0.43917} +{"mode": "train", "epoch": 64, "iter": 1100, "lr": 0.01539, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.92188, "top5_acc": 0.99938, "loss_cls": 0.32543, "loss": 0.32543, "time": 0.4525} +{"mode": "train", "epoch": 64, "iter": 1200, "lr": 0.01537, "memory": 4120, "data_time": 0.00103, "top1_acc": 0.91312, "top5_acc": 0.99938, "loss_cls": 0.35004, "loss": 0.35004, "time": 0.38078} +{"mode": "val", "epoch": 64, "iter": 533, "lr": 0.01535, "top1_acc": 0.87936, "top5_acc": 0.99308, "mean_class_accuracy": 0.83578} +{"mode": "train", "epoch": 65, "iter": 100, "lr": 0.01533, "memory": 4120, "data_time": 0.23288, "top1_acc": 0.92812, "top5_acc": 0.99938, "loss_cls": 0.29902, "loss": 0.29902, "time": 0.66678} +{"mode": "train", "epoch": 65, "iter": 200, "lr": 0.01531, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.94188, "top5_acc": 1.0, "loss_cls": 0.25383, "loss": 0.25383, "time": 0.43265} +{"mode": "train", "epoch": 65, "iter": 300, "lr": 0.01529, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.935, "top5_acc": 0.99938, "loss_cls": 0.28159, "loss": 0.28159, "time": 0.42913} +{"mode": "train", "epoch": 65, "iter": 400, "lr": 0.01527, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.91812, "top5_acc": 0.99812, "loss_cls": 0.33648, "loss": 0.33648, "time": 0.43355} +{"mode": "train", "epoch": 65, "iter": 500, "lr": 0.01526, "memory": 4120, "data_time": 0.00115, "top1_acc": 0.93125, "top5_acc": 0.99938, "loss_cls": 0.29284, "loss": 0.29284, "time": 0.43559} +{"mode": "train", "epoch": 65, "iter": 600, "lr": 0.01524, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.91812, "top5_acc": 0.99625, "loss_cls": 0.33702, "loss": 0.33702, "time": 0.4333} +{"mode": "train", "epoch": 65, "iter": 700, "lr": 0.01522, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.9175, "top5_acc": 0.9975, "loss_cls": 0.34787, "loss": 0.34787, "time": 0.43332} +{"mode": "train", "epoch": 65, "iter": 800, "lr": 0.0152, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.94, "top5_acc": 0.99875, "loss_cls": 0.27672, "loss": 0.27672, "time": 0.43212} +{"mode": "train", "epoch": 65, "iter": 900, "lr": 0.01518, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.9125, "top5_acc": 0.99875, "loss_cls": 0.36153, "loss": 0.36153, "time": 0.43004} +{"mode": "train", "epoch": 65, "iter": 1000, "lr": 0.01516, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.93062, "top5_acc": 0.99625, "loss_cls": 0.30869, "loss": 0.30869, "time": 0.43316} +{"mode": "train", "epoch": 65, "iter": 1100, "lr": 0.01514, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.91812, "top5_acc": 0.9975, "loss_cls": 0.35061, "loss": 0.35061, "time": 0.44079} +{"mode": "train", "epoch": 65, "iter": 1200, "lr": 0.01512, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.91562, "top5_acc": 0.99812, "loss_cls": 0.34793, "loss": 0.34793, "time": 0.37555} +{"mode": "val", "epoch": 65, "iter": 533, "lr": 0.0151, "top1_acc": 0.87302, "top5_acc": 0.99155, "mean_class_accuracy": 0.82672} +{"mode": "train", "epoch": 66, "iter": 100, "lr": 0.01508, "memory": 4120, "data_time": 0.19956, "top1_acc": 0.92312, "top5_acc": 0.99812, "loss_cls": 0.3316, "loss": 0.3316, "time": 0.62874} +{"mode": "train", "epoch": 66, "iter": 200, "lr": 0.01506, "memory": 4120, "data_time": 0.00095, "top1_acc": 0.92562, "top5_acc": 0.99875, "loss_cls": 0.30135, "loss": 0.30135, "time": 0.43488} +{"mode": "train", "epoch": 66, "iter": 300, "lr": 0.01504, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.94188, "top5_acc": 0.99938, "loss_cls": 0.26861, "loss": 0.26861, "time": 0.4406} +{"mode": "train", "epoch": 66, "iter": 400, "lr": 0.01502, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.92375, "top5_acc": 0.99875, "loss_cls": 0.31282, "loss": 0.31282, "time": 0.43579} +{"mode": "train", "epoch": 66, "iter": 500, "lr": 0.015, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.91375, "top5_acc": 0.99875, "loss_cls": 0.36, "loss": 0.36, "time": 0.43163} +{"mode": "train", "epoch": 66, "iter": 600, "lr": 0.01498, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.91812, "top5_acc": 0.99875, "loss_cls": 0.33294, "loss": 0.33294, "time": 0.42965} +{"mode": "train", "epoch": 66, "iter": 700, "lr": 0.01496, "memory": 4120, "data_time": 0.00088, "top1_acc": 0.935, "top5_acc": 0.99688, "loss_cls": 0.29934, "loss": 0.29934, "time": 0.44334} +{"mode": "train", "epoch": 66, "iter": 800, "lr": 0.01494, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.94, "top5_acc": 0.99875, "loss_cls": 0.27977, "loss": 0.27977, "time": 0.44925} +{"mode": "train", "epoch": 66, "iter": 900, "lr": 0.01492, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.915, "top5_acc": 0.99938, "loss_cls": 0.327, "loss": 0.327, "time": 0.45255} +{"mode": "train", "epoch": 66, "iter": 1000, "lr": 0.0149, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.9375, "top5_acc": 1.0, "loss_cls": 0.29672, "loss": 0.29672, "time": 0.43475} +{"mode": "train", "epoch": 66, "iter": 1100, "lr": 0.01488, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.90625, "top5_acc": 0.99625, "loss_cls": 0.38639, "loss": 0.38639, "time": 0.43166} +{"mode": "train", "epoch": 66, "iter": 1200, "lr": 0.01486, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.91562, "top5_acc": 0.99812, "loss_cls": 0.34403, "loss": 0.34403, "time": 0.37115} +{"mode": "val", "epoch": 66, "iter": 533, "lr": 0.01484, "top1_acc": 0.88828, "top5_acc": 0.99249, "mean_class_accuracy": 0.84571} +{"mode": "train", "epoch": 67, "iter": 100, "lr": 0.01482, "memory": 4120, "data_time": 0.22897, "top1_acc": 0.9225, "top5_acc": 0.9975, "loss_cls": 0.32847, "loss": 0.32847, "time": 0.66468} +{"mode": "train", "epoch": 67, "iter": 200, "lr": 0.0148, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.92375, "top5_acc": 0.99812, "loss_cls": 0.32182, "loss": 0.32182, "time": 0.44646} +{"mode": "train", "epoch": 67, "iter": 300, "lr": 0.01478, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.935, "top5_acc": 0.99938, "loss_cls": 0.26024, "loss": 0.26024, "time": 0.44093} +{"mode": "train", "epoch": 67, "iter": 400, "lr": 0.01476, "memory": 4120, "data_time": 0.0011, "top1_acc": 0.935, "top5_acc": 0.99875, "loss_cls": 0.2738, "loss": 0.2738, "time": 0.4387} +{"mode": "train", "epoch": 67, "iter": 500, "lr": 0.01474, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.93438, "top5_acc": 0.99875, "loss_cls": 0.28622, "loss": 0.28622, "time": 0.43236} +{"mode": "train", "epoch": 67, "iter": 600, "lr": 0.01472, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.92938, "top5_acc": 0.9975, "loss_cls": 0.31305, "loss": 0.31305, "time": 0.43436} +{"mode": "train", "epoch": 67, "iter": 700, "lr": 0.0147, "memory": 4120, "data_time": 0.00103, "top1_acc": 0.93562, "top5_acc": 0.99812, "loss_cls": 0.26825, "loss": 0.26825, "time": 0.4427} +{"mode": "train", "epoch": 67, "iter": 800, "lr": 0.01468, "memory": 4120, "data_time": 0.00095, "top1_acc": 0.93875, "top5_acc": 0.99812, "loss_cls": 0.26596, "loss": 0.26596, "time": 0.44573} +{"mode": "train", "epoch": 67, "iter": 900, "lr": 0.01466, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.93125, "top5_acc": 0.9975, "loss_cls": 0.30096, "loss": 0.30096, "time": 0.44511} +{"mode": "train", "epoch": 67, "iter": 1000, "lr": 0.01464, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.91875, "top5_acc": 0.9975, "loss_cls": 0.35104, "loss": 0.35104, "time": 0.45392} +{"mode": "train", "epoch": 67, "iter": 1100, "lr": 0.01462, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.91875, "top5_acc": 0.99625, "loss_cls": 0.35133, "loss": 0.35133, "time": 0.45475} +{"mode": "train", "epoch": 67, "iter": 1200, "lr": 0.0146, "memory": 4120, "data_time": 0.001, "top1_acc": 0.9175, "top5_acc": 0.9975, "loss_cls": 0.33468, "loss": 0.33468, "time": 0.41276} +{"mode": "val", "epoch": 67, "iter": 533, "lr": 0.01458, "top1_acc": 0.88335, "top5_acc": 0.99308, "mean_class_accuracy": 0.83381} +{"mode": "train", "epoch": 68, "iter": 100, "lr": 0.01456, "memory": 4120, "data_time": 0.18764, "top1_acc": 0.94562, "top5_acc": 1.0, "loss_cls": 0.25289, "loss": 0.25289, "time": 0.62179} +{"mode": "train", "epoch": 68, "iter": 200, "lr": 0.01454, "memory": 4120, "data_time": 0.00109, "top1_acc": 0.92125, "top5_acc": 1.0, "loss_cls": 0.32109, "loss": 0.32109, "time": 0.43395} +{"mode": "train", "epoch": 68, "iter": 300, "lr": 0.01452, "memory": 4120, "data_time": 0.0011, "top1_acc": 0.92812, "top5_acc": 0.99938, "loss_cls": 0.31776, "loss": 0.31776, "time": 0.43545} +{"mode": "train", "epoch": 68, "iter": 400, "lr": 0.0145, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.93875, "top5_acc": 0.99875, "loss_cls": 0.27544, "loss": 0.27544, "time": 0.43464} +{"mode": "train", "epoch": 68, "iter": 500, "lr": 0.01448, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.925, "top5_acc": 0.99938, "loss_cls": 0.32166, "loss": 0.32166, "time": 0.4293} +{"mode": "train", "epoch": 68, "iter": 600, "lr": 0.01446, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.93875, "top5_acc": 0.99938, "loss_cls": 0.28384, "loss": 0.28384, "time": 0.432} +{"mode": "train", "epoch": 68, "iter": 700, "lr": 0.01444, "memory": 4120, "data_time": 0.00097, "top1_acc": 0.92562, "top5_acc": 0.9975, "loss_cls": 0.31454, "loss": 0.31454, "time": 0.44929} +{"mode": "train", "epoch": 68, "iter": 800, "lr": 0.01442, "memory": 4120, "data_time": 0.00088, "top1_acc": 0.92688, "top5_acc": 0.99875, "loss_cls": 0.31569, "loss": 0.31569, "time": 0.43471} +{"mode": "train", "epoch": 68, "iter": 900, "lr": 0.0144, "memory": 4120, "data_time": 0.00088, "top1_acc": 0.91875, "top5_acc": 0.99688, "loss_cls": 0.34259, "loss": 0.34259, "time": 0.4332} +{"mode": "train", "epoch": 68, "iter": 1000, "lr": 0.01438, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.89938, "top5_acc": 0.99875, "loss_cls": 0.38139, "loss": 0.38139, "time": 0.43294} +{"mode": "train", "epoch": 68, "iter": 1100, "lr": 0.01436, "memory": 4120, "data_time": 0.00154, "top1_acc": 0.91938, "top5_acc": 0.99875, "loss_cls": 0.33375, "loss": 0.33375, "time": 0.43265} +{"mode": "train", "epoch": 68, "iter": 1200, "lr": 0.01434, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.92812, "top5_acc": 0.9975, "loss_cls": 0.31576, "loss": 0.31576, "time": 0.40845} +{"mode": "val", "epoch": 68, "iter": 533, "lr": 0.01433, "top1_acc": 0.8756, "top5_acc": 0.99214, "mean_class_accuracy": 0.82581} +{"mode": "train", "epoch": 69, "iter": 100, "lr": 0.01431, "memory": 4120, "data_time": 0.22483, "top1_acc": 0.92625, "top5_acc": 0.99812, "loss_cls": 0.29937, "loss": 0.29937, "time": 0.65883} +{"mode": "train", "epoch": 69, "iter": 200, "lr": 0.01429, "memory": 4120, "data_time": 0.00104, "top1_acc": 0.9275, "top5_acc": 0.99812, "loss_cls": 0.3026, "loss": 0.3026, "time": 0.43427} +{"mode": "train", "epoch": 69, "iter": 300, "lr": 0.01427, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.935, "top5_acc": 0.99625, "loss_cls": 0.303, "loss": 0.303, "time": 0.43007} +{"mode": "train", "epoch": 69, "iter": 400, "lr": 0.01425, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.92938, "top5_acc": 0.99938, "loss_cls": 0.30456, "loss": 0.30456, "time": 0.43448} +{"mode": "train", "epoch": 69, "iter": 500, "lr": 0.01423, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.92188, "top5_acc": 0.99938, "loss_cls": 0.31573, "loss": 0.31573, "time": 0.43316} +{"mode": "train", "epoch": 69, "iter": 600, "lr": 0.0142, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.9225, "top5_acc": 0.99875, "loss_cls": 0.31521, "loss": 0.31521, "time": 0.45614} +{"mode": "train", "epoch": 69, "iter": 700, "lr": 0.01418, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.92438, "top5_acc": 0.99938, "loss_cls": 0.32528, "loss": 0.32528, "time": 0.45499} +{"mode": "train", "epoch": 69, "iter": 800, "lr": 0.01416, "memory": 4120, "data_time": 0.00093, "top1_acc": 0.90875, "top5_acc": 0.99938, "loss_cls": 0.35698, "loss": 0.35698, "time": 0.44785} +{"mode": "train", "epoch": 69, "iter": 900, "lr": 0.01414, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.93938, "top5_acc": 0.99875, "loss_cls": 0.27705, "loss": 0.27705, "time": 0.44609} +{"mode": "train", "epoch": 69, "iter": 1000, "lr": 0.01412, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.9325, "top5_acc": 0.99688, "loss_cls": 0.31641, "loss": 0.31641, "time": 0.44305} +{"mode": "train", "epoch": 69, "iter": 1100, "lr": 0.0141, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.93688, "top5_acc": 0.99812, "loss_cls": 0.27928, "loss": 0.27928, "time": 0.43534} +{"mode": "train", "epoch": 69, "iter": 1200, "lr": 0.01408, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.94125, "top5_acc": 0.99875, "loss_cls": 0.27969, "loss": 0.27969, "time": 0.42747} +{"mode": "val", "epoch": 69, "iter": 533, "lr": 0.01407, "top1_acc": 0.8756, "top5_acc": 0.99096, "mean_class_accuracy": 0.83951} +{"mode": "train", "epoch": 70, "iter": 100, "lr": 0.01405, "memory": 4120, "data_time": 0.19737, "top1_acc": 0.92562, "top5_acc": 0.99938, "loss_cls": 0.30959, "loss": 0.30959, "time": 0.6496} +{"mode": "train", "epoch": 70, "iter": 200, "lr": 0.01403, "memory": 4120, "data_time": 0.00113, "top1_acc": 0.93938, "top5_acc": 0.99938, "loss_cls": 0.26372, "loss": 0.26372, "time": 0.45722} +{"mode": "train", "epoch": 70, "iter": 300, "lr": 0.01401, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.9325, "top5_acc": 0.9975, "loss_cls": 0.29178, "loss": 0.29178, "time": 0.45546} +{"mode": "train", "epoch": 70, "iter": 400, "lr": 0.01399, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.93438, "top5_acc": 0.99812, "loss_cls": 0.28483, "loss": 0.28483, "time": 0.45064} +{"mode": "train", "epoch": 70, "iter": 500, "lr": 0.01397, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.9425, "top5_acc": 0.99875, "loss_cls": 0.25817, "loss": 0.25817, "time": 0.43956} +{"mode": "train", "epoch": 70, "iter": 600, "lr": 0.01395, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.94438, "top5_acc": 0.9975, "loss_cls": 0.26197, "loss": 0.26197, "time": 0.4385} +{"mode": "train", "epoch": 70, "iter": 700, "lr": 0.01392, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.92812, "top5_acc": 0.99875, "loss_cls": 0.30046, "loss": 0.30046, "time": 0.44858} +{"mode": "train", "epoch": 70, "iter": 800, "lr": 0.0139, "memory": 4120, "data_time": 0.0009, "top1_acc": 0.93938, "top5_acc": 0.99812, "loss_cls": 0.25965, "loss": 0.25965, "time": 0.43453} +{"mode": "train", "epoch": 70, "iter": 900, "lr": 0.01388, "memory": 4120, "data_time": 0.00101, "top1_acc": 0.92625, "top5_acc": 0.9975, "loss_cls": 0.3211, "loss": 0.3211, "time": 0.43589} +{"mode": "train", "epoch": 70, "iter": 1000, "lr": 0.01386, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.9275, "top5_acc": 0.99812, "loss_cls": 0.30496, "loss": 0.30496, "time": 0.43078} +{"mode": "train", "epoch": 70, "iter": 1100, "lr": 0.01384, "memory": 4120, "data_time": 0.0009, "top1_acc": 0.93375, "top5_acc": 0.99938, "loss_cls": 0.29013, "loss": 0.29013, "time": 0.43315} +{"mode": "train", "epoch": 70, "iter": 1200, "lr": 0.01382, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.93438, "top5_acc": 0.99688, "loss_cls": 0.27874, "loss": 0.27874, "time": 0.44601} +{"mode": "val", "epoch": 70, "iter": 533, "lr": 0.01381, "top1_acc": 0.87138, "top5_acc": 0.99214, "mean_class_accuracy": 0.82231} +{"mode": "train", "epoch": 71, "iter": 100, "lr": 0.01379, "memory": 4120, "data_time": 0.23807, "top1_acc": 0.92625, "top5_acc": 1.0, "loss_cls": 0.28026, "loss": 0.28026, "time": 0.6711} +{"mode": "train", "epoch": 71, "iter": 200, "lr": 0.01377, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.93625, "top5_acc": 1.0, "loss_cls": 0.2706, "loss": 0.2706, "time": 0.42885} +{"mode": "train", "epoch": 71, "iter": 300, "lr": 0.01375, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.935, "top5_acc": 1.0, "loss_cls": 0.26721, "loss": 0.26721, "time": 0.43532} +{"mode": "train", "epoch": 71, "iter": 400, "lr": 0.01373, "memory": 4120, "data_time": 0.00086, "top1_acc": 0.92562, "top5_acc": 0.99875, "loss_cls": 0.29901, "loss": 0.29901, "time": 0.43552} +{"mode": "train", "epoch": 71, "iter": 500, "lr": 0.01371, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.9275, "top5_acc": 0.99875, "loss_cls": 0.31262, "loss": 0.31262, "time": 0.43578} +{"mode": "train", "epoch": 71, "iter": 600, "lr": 0.01368, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.94625, "top5_acc": 0.99875, "loss_cls": 0.24786, "loss": 0.24786, "time": 0.43427} +{"mode": "train", "epoch": 71, "iter": 700, "lr": 0.01366, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.92125, "top5_acc": 0.99812, "loss_cls": 0.30827, "loss": 0.30827, "time": 0.42883} +{"mode": "train", "epoch": 71, "iter": 800, "lr": 0.01364, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.93562, "top5_acc": 0.99875, "loss_cls": 0.30522, "loss": 0.30522, "time": 0.43477} +{"mode": "train", "epoch": 71, "iter": 900, "lr": 0.01362, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.92812, "top5_acc": 0.9975, "loss_cls": 0.30565, "loss": 0.30565, "time": 0.43348} +{"mode": "train", "epoch": 71, "iter": 1000, "lr": 0.0136, "memory": 4120, "data_time": 0.00097, "top1_acc": 0.93125, "top5_acc": 0.99812, "loss_cls": 0.28498, "loss": 0.28498, "time": 0.43457} +{"mode": "train", "epoch": 71, "iter": 1100, "lr": 0.01358, "memory": 4120, "data_time": 0.00099, "top1_acc": 0.94, "top5_acc": 0.99812, "loss_cls": 0.25798, "loss": 0.25798, "time": 0.44772} +{"mode": "train", "epoch": 71, "iter": 1200, "lr": 0.01356, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.9275, "top5_acc": 0.99812, "loss_cls": 0.31795, "loss": 0.31795, "time": 0.44346} +{"mode": "val", "epoch": 71, "iter": 533, "lr": 0.01355, "top1_acc": 0.87513, "top5_acc": 0.99249, "mean_class_accuracy": 0.84712} +{"mode": "train", "epoch": 72, "iter": 100, "lr": 0.01353, "memory": 4120, "data_time": 0.24479, "top1_acc": 0.93875, "top5_acc": 0.99938, "loss_cls": 0.26369, "loss": 0.26369, "time": 0.6801} +{"mode": "train", "epoch": 72, "iter": 200, "lr": 0.01351, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.935, "top5_acc": 0.99688, "loss_cls": 0.28517, "loss": 0.28517, "time": 0.43374} +{"mode": "train", "epoch": 72, "iter": 300, "lr": 0.01349, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.925, "top5_acc": 0.9975, "loss_cls": 0.31648, "loss": 0.31648, "time": 0.43476} +{"mode": "train", "epoch": 72, "iter": 400, "lr": 0.01346, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.9475, "top5_acc": 1.0, "loss_cls": 0.2543, "loss": 0.2543, "time": 0.43068} +{"mode": "train", "epoch": 72, "iter": 500, "lr": 0.01344, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.93562, "top5_acc": 0.99938, "loss_cls": 0.26955, "loss": 0.26955, "time": 0.43596} +{"mode": "train", "epoch": 72, "iter": 600, "lr": 0.01342, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.94625, "top5_acc": 0.99938, "loss_cls": 0.24438, "loss": 0.24438, "time": 0.43446} +{"mode": "train", "epoch": 72, "iter": 700, "lr": 0.0134, "memory": 4120, "data_time": 0.00125, "top1_acc": 0.94625, "top5_acc": 0.99938, "loss_cls": 0.234, "loss": 0.234, "time": 0.43454} +{"mode": "train", "epoch": 72, "iter": 800, "lr": 0.01338, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.9325, "top5_acc": 0.99938, "loss_cls": 0.29628, "loss": 0.29628, "time": 0.43491} +{"mode": "train", "epoch": 72, "iter": 900, "lr": 0.01336, "memory": 4120, "data_time": 0.00115, "top1_acc": 0.92812, "top5_acc": 0.99688, "loss_cls": 0.2902, "loss": 0.2902, "time": 0.43252} +{"mode": "train", "epoch": 72, "iter": 1000, "lr": 0.01334, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.92625, "top5_acc": 0.9975, "loss_cls": 0.31788, "loss": 0.31788, "time": 0.43569} +{"mode": "train", "epoch": 72, "iter": 1100, "lr": 0.01332, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.91812, "top5_acc": 0.99812, "loss_cls": 0.32795, "loss": 0.32795, "time": 0.44337} +{"mode": "train", "epoch": 72, "iter": 1200, "lr": 0.0133, "memory": 4120, "data_time": 0.00096, "top1_acc": 0.93312, "top5_acc": 0.99812, "loss_cls": 0.30541, "loss": 0.30541, "time": 0.42964} +{"mode": "val", "epoch": 72, "iter": 533, "lr": 0.01329, "top1_acc": 0.88276, "top5_acc": 0.99319, "mean_class_accuracy": 0.84502} +{"mode": "train", "epoch": 73, "iter": 100, "lr": 0.01326, "memory": 4120, "data_time": 0.28613, "top1_acc": 0.94125, "top5_acc": 0.99875, "loss_cls": 0.25679, "loss": 0.25679, "time": 0.72675} +{"mode": "train", "epoch": 73, "iter": 200, "lr": 0.01324, "memory": 4120, "data_time": 0.00126, "top1_acc": 0.94688, "top5_acc": 1.0, "loss_cls": 0.23492, "loss": 0.23492, "time": 0.43929} +{"mode": "train", "epoch": 73, "iter": 300, "lr": 0.01322, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.935, "top5_acc": 0.99875, "loss_cls": 0.27565, "loss": 0.27565, "time": 0.45334} +{"mode": "train", "epoch": 73, "iter": 400, "lr": 0.0132, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.94875, "top5_acc": 0.99812, "loss_cls": 0.24998, "loss": 0.24998, "time": 0.45612} +{"mode": "train", "epoch": 73, "iter": 500, "lr": 0.01318, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.93688, "top5_acc": 0.99875, "loss_cls": 0.27053, "loss": 0.27053, "time": 0.4571} +{"mode": "train", "epoch": 73, "iter": 600, "lr": 0.01316, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.94188, "top5_acc": 0.99875, "loss_cls": 0.25333, "loss": 0.25333, "time": 0.44555} +{"mode": "train", "epoch": 73, "iter": 700, "lr": 0.01314, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.95312, "top5_acc": 0.99938, "loss_cls": 0.23636, "loss": 0.23636, "time": 0.43462} +{"mode": "train", "epoch": 73, "iter": 800, "lr": 0.01312, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.92688, "top5_acc": 0.99875, "loss_cls": 0.29397, "loss": 0.29397, "time": 0.43573} +{"mode": "train", "epoch": 73, "iter": 900, "lr": 0.0131, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.93375, "top5_acc": 0.99938, "loss_cls": 0.28331, "loss": 0.28331, "time": 0.43981} +{"mode": "train", "epoch": 73, "iter": 1000, "lr": 0.01308, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.93438, "top5_acc": 0.99812, "loss_cls": 0.28647, "loss": 0.28647, "time": 0.43135} +{"mode": "train", "epoch": 73, "iter": 1100, "lr": 0.01306, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.9375, "top5_acc": 0.99938, "loss_cls": 0.28126, "loss": 0.28126, "time": 0.43486} +{"mode": "train", "epoch": 73, "iter": 1200, "lr": 0.01304, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.925, "top5_acc": 0.99562, "loss_cls": 0.33903, "loss": 0.33903, "time": 0.4198} +{"mode": "val", "epoch": 73, "iter": 533, "lr": 0.01302, "top1_acc": 0.88968, "top5_acc": 0.99272, "mean_class_accuracy": 0.84439} +{"mode": "train", "epoch": 74, "iter": 100, "lr": 0.013, "memory": 4120, "data_time": 0.26931, "top1_acc": 0.94375, "top5_acc": 0.9975, "loss_cls": 0.27165, "loss": 0.27165, "time": 0.70598} +{"mode": "train", "epoch": 74, "iter": 200, "lr": 0.01298, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.95438, "top5_acc": 0.99875, "loss_cls": 0.23389, "loss": 0.23389, "time": 0.43777} +{"mode": "train", "epoch": 74, "iter": 300, "lr": 0.01296, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.93375, "top5_acc": 0.99938, "loss_cls": 0.28671, "loss": 0.28671, "time": 0.44433} +{"mode": "train", "epoch": 74, "iter": 400, "lr": 0.01294, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.93625, "top5_acc": 0.9975, "loss_cls": 0.27452, "loss": 0.27452, "time": 0.4445} +{"mode": "train", "epoch": 74, "iter": 500, "lr": 0.01292, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.93125, "top5_acc": 1.0, "loss_cls": 0.26308, "loss": 0.26308, "time": 0.43813} +{"mode": "train", "epoch": 74, "iter": 600, "lr": 0.0129, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.94375, "top5_acc": 0.99938, "loss_cls": 0.24811, "loss": 0.24811, "time": 0.44731} +{"mode": "train", "epoch": 74, "iter": 700, "lr": 0.01288, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.94375, "top5_acc": 1.0, "loss_cls": 0.22743, "loss": 0.22743, "time": 0.44097} +{"mode": "train", "epoch": 74, "iter": 800, "lr": 0.01286, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.93875, "top5_acc": 0.99875, "loss_cls": 0.2365, "loss": 0.2365, "time": 0.4401} +{"mode": "train", "epoch": 74, "iter": 900, "lr": 0.01284, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.94062, "top5_acc": 0.99875, "loss_cls": 0.27028, "loss": 0.27028, "time": 0.44086} +{"mode": "train", "epoch": 74, "iter": 1000, "lr": 0.01282, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.92562, "top5_acc": 0.99812, "loss_cls": 0.30087, "loss": 0.30087, "time": 0.43742} +{"mode": "train", "epoch": 74, "iter": 1100, "lr": 0.0128, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.9275, "top5_acc": 0.9975, "loss_cls": 0.29007, "loss": 0.29007, "time": 0.43608} +{"mode": "train", "epoch": 74, "iter": 1200, "lr": 0.01278, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.9375, "top5_acc": 1.0, "loss_cls": 0.26884, "loss": 0.26884, "time": 0.41847} +{"mode": "val", "epoch": 74, "iter": 533, "lr": 0.01276, "top1_acc": 0.88605, "top5_acc": 0.9912, "mean_class_accuracy": 0.83429} +{"mode": "train", "epoch": 75, "iter": 100, "lr": 0.01274, "memory": 4120, "data_time": 0.25942, "top1_acc": 0.955, "top5_acc": 0.99875, "loss_cls": 0.21725, "loss": 0.21725, "time": 0.69592} +{"mode": "train", "epoch": 75, "iter": 200, "lr": 0.01272, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.93562, "top5_acc": 0.99812, "loss_cls": 0.27842, "loss": 0.27842, "time": 0.44991} +{"mode": "train", "epoch": 75, "iter": 300, "lr": 0.0127, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.94625, "top5_acc": 0.9975, "loss_cls": 0.24366, "loss": 0.24366, "time": 0.44937} +{"mode": "train", "epoch": 75, "iter": 400, "lr": 0.01268, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.93688, "top5_acc": 0.99938, "loss_cls": 0.25383, "loss": 0.25383, "time": 0.43788} +{"mode": "train", "epoch": 75, "iter": 500, "lr": 0.01266, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.93312, "top5_acc": 0.99812, "loss_cls": 0.27959, "loss": 0.27959, "time": 0.43669} +{"mode": "train", "epoch": 75, "iter": 600, "lr": 0.01264, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.94125, "top5_acc": 0.99875, "loss_cls": 0.26546, "loss": 0.26546, "time": 0.43587} +{"mode": "train", "epoch": 75, "iter": 700, "lr": 0.01262, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.94, "top5_acc": 0.99875, "loss_cls": 0.25806, "loss": 0.25806, "time": 0.43437} +{"mode": "train", "epoch": 75, "iter": 800, "lr": 0.0126, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.94, "top5_acc": 0.9975, "loss_cls": 0.26551, "loss": 0.26551, "time": 0.43897} +{"mode": "train", "epoch": 75, "iter": 900, "lr": 0.01258, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.93062, "top5_acc": 0.99938, "loss_cls": 0.28893, "loss": 0.28893, "time": 0.4541} +{"mode": "train", "epoch": 75, "iter": 1000, "lr": 0.01256, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.93312, "top5_acc": 0.99938, "loss_cls": 0.28535, "loss": 0.28535, "time": 0.44257} +{"mode": "train", "epoch": 75, "iter": 1100, "lr": 0.01254, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.93188, "top5_acc": 0.99938, "loss_cls": 0.27059, "loss": 0.27059, "time": 0.43886} +{"mode": "train", "epoch": 75, "iter": 1200, "lr": 0.01252, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.9275, "top5_acc": 1.0, "loss_cls": 0.31531, "loss": 0.31531, "time": 0.39203} +{"mode": "val", "epoch": 75, "iter": 533, "lr": 0.0125, "top1_acc": 0.89497, "top5_acc": 0.99179, "mean_class_accuracy": 0.85674} +{"mode": "train", "epoch": 76, "iter": 100, "lr": 0.01248, "memory": 4120, "data_time": 0.25763, "top1_acc": 0.92688, "top5_acc": 0.99812, "loss_cls": 0.28838, "loss": 0.28838, "time": 0.70891} +{"mode": "train", "epoch": 76, "iter": 200, "lr": 0.01246, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.94875, "top5_acc": 0.99875, "loss_cls": 0.23079, "loss": 0.23079, "time": 0.44351} +{"mode": "train", "epoch": 76, "iter": 300, "lr": 0.01244, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.9475, "top5_acc": 0.99812, "loss_cls": 0.25178, "loss": 0.25178, "time": 0.43322} +{"mode": "train", "epoch": 76, "iter": 400, "lr": 0.01242, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.93875, "top5_acc": 1.0, "loss_cls": 0.27812, "loss": 0.27812, "time": 0.43466} +{"mode": "train", "epoch": 76, "iter": 500, "lr": 0.0124, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.95312, "top5_acc": 0.99938, "loss_cls": 0.2146, "loss": 0.2146, "time": 0.43841} +{"mode": "train", "epoch": 76, "iter": 600, "lr": 0.01238, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.93, "top5_acc": 1.0, "loss_cls": 0.26357, "loss": 0.26357, "time": 0.45626} +{"mode": "train", "epoch": 76, "iter": 700, "lr": 0.01236, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.92875, "top5_acc": 0.99938, "loss_cls": 0.30765, "loss": 0.30765, "time": 0.43871} +{"mode": "train", "epoch": 76, "iter": 800, "lr": 0.01234, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.92688, "top5_acc": 0.9975, "loss_cls": 0.30003, "loss": 0.30003, "time": 0.45424} +{"mode": "train", "epoch": 76, "iter": 900, "lr": 0.01232, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.9475, "top5_acc": 1.0, "loss_cls": 0.22062, "loss": 0.22062, "time": 0.45108} +{"mode": "train", "epoch": 76, "iter": 1000, "lr": 0.0123, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.94188, "top5_acc": 0.99875, "loss_cls": 0.257, "loss": 0.257, "time": 0.43889} +{"mode": "train", "epoch": 76, "iter": 1100, "lr": 0.01228, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.93562, "top5_acc": 0.99875, "loss_cls": 0.26797, "loss": 0.26797, "time": 0.45073} +{"mode": "train", "epoch": 76, "iter": 1200, "lr": 0.01225, "memory": 4120, "data_time": 0.00108, "top1_acc": 0.89938, "top5_acc": 0.99688, "loss_cls": 0.3886, "loss": 0.3886, "time": 0.36082} +{"mode": "val", "epoch": 76, "iter": 533, "lr": 0.01224, "top1_acc": 0.89051, "top5_acc": 0.99331, "mean_class_accuracy": 0.84619} +{"mode": "train", "epoch": 77, "iter": 100, "lr": 0.01222, "memory": 4120, "data_time": 0.26289, "top1_acc": 0.94688, "top5_acc": 1.0, "loss_cls": 0.22751, "loss": 0.22751, "time": 0.7075} +{"mode": "train", "epoch": 77, "iter": 200, "lr": 0.0122, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.94562, "top5_acc": 0.99875, "loss_cls": 0.25698, "loss": 0.25698, "time": 0.44292} +{"mode": "train", "epoch": 77, "iter": 300, "lr": 0.01218, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.94375, "top5_acc": 0.99875, "loss_cls": 0.23347, "loss": 0.23347, "time": 0.43605} +{"mode": "train", "epoch": 77, "iter": 400, "lr": 0.01216, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.95062, "top5_acc": 0.99938, "loss_cls": 0.23132, "loss": 0.23132, "time": 0.44817} +{"mode": "train", "epoch": 77, "iter": 500, "lr": 0.01214, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.93938, "top5_acc": 0.99812, "loss_cls": 0.26364, "loss": 0.26364, "time": 0.45} +{"mode": "train", "epoch": 77, "iter": 600, "lr": 0.01212, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.93812, "top5_acc": 0.99875, "loss_cls": 0.24212, "loss": 0.24212, "time": 0.4549} +{"mode": "train", "epoch": 77, "iter": 700, "lr": 0.0121, "memory": 4120, "data_time": 0.00094, "top1_acc": 0.94562, "top5_acc": 0.99875, "loss_cls": 0.23359, "loss": 0.23359, "time": 0.45362} +{"mode": "train", "epoch": 77, "iter": 800, "lr": 0.01207, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.95688, "top5_acc": 0.9975, "loss_cls": 0.22478, "loss": 0.22478, "time": 0.45017} +{"mode": "train", "epoch": 77, "iter": 900, "lr": 0.01205, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.93688, "top5_acc": 1.0, "loss_cls": 0.26721, "loss": 0.26721, "time": 0.45546} +{"mode": "train", "epoch": 77, "iter": 1000, "lr": 0.01203, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.93562, "top5_acc": 0.99812, "loss_cls": 0.28041, "loss": 0.28041, "time": 0.43945} +{"mode": "train", "epoch": 77, "iter": 1100, "lr": 0.01201, "memory": 4120, "data_time": 0.00101, "top1_acc": 0.92688, "top5_acc": 0.99938, "loss_cls": 0.30507, "loss": 0.30507, "time": 0.4564} +{"mode": "train", "epoch": 77, "iter": 1200, "lr": 0.01199, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.92688, "top5_acc": 0.99688, "loss_cls": 0.32296, "loss": 0.32296, "time": 0.36827} +{"mode": "val", "epoch": 77, "iter": 533, "lr": 0.01198, "top1_acc": 0.89332, "top5_acc": 0.99437, "mean_class_accuracy": 0.85726} +{"mode": "train", "epoch": 78, "iter": 100, "lr": 0.01196, "memory": 4120, "data_time": 0.25382, "top1_acc": 0.94375, "top5_acc": 0.99938, "loss_cls": 0.25363, "loss": 0.25363, "time": 0.70607} +{"mode": "train", "epoch": 78, "iter": 200, "lr": 0.01194, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.94, "top5_acc": 0.99875, "loss_cls": 0.26847, "loss": 0.26847, "time": 0.44585} +{"mode": "train", "epoch": 78, "iter": 300, "lr": 0.01192, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.94, "top5_acc": 0.99688, "loss_cls": 0.25849, "loss": 0.25849, "time": 0.43054} +{"mode": "train", "epoch": 78, "iter": 400, "lr": 0.0119, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.92812, "top5_acc": 0.99875, "loss_cls": 0.30866, "loss": 0.30866, "time": 0.44936} +{"mode": "train", "epoch": 78, "iter": 500, "lr": 0.01187, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.93625, "top5_acc": 0.99875, "loss_cls": 0.26016, "loss": 0.26016, "time": 0.45297} +{"mode": "train", "epoch": 78, "iter": 600, "lr": 0.01185, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.93688, "top5_acc": 0.99812, "loss_cls": 0.2674, "loss": 0.2674, "time": 0.43619} +{"mode": "train", "epoch": 78, "iter": 700, "lr": 0.01183, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.94062, "top5_acc": 0.99938, "loss_cls": 0.26297, "loss": 0.26297, "time": 0.43818} +{"mode": "train", "epoch": 78, "iter": 800, "lr": 0.01181, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.93812, "top5_acc": 0.99562, "loss_cls": 0.26275, "loss": 0.26275, "time": 0.43907} +{"mode": "train", "epoch": 78, "iter": 900, "lr": 0.01179, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.92875, "top5_acc": 0.99938, "loss_cls": 0.27491, "loss": 0.27491, "time": 0.44197} +{"mode": "train", "epoch": 78, "iter": 1000, "lr": 0.01177, "memory": 4120, "data_time": 0.00093, "top1_acc": 0.9375, "top5_acc": 0.99875, "loss_cls": 0.2663, "loss": 0.2663, "time": 0.43466} +{"mode": "train", "epoch": 78, "iter": 1100, "lr": 0.01175, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.94938, "top5_acc": 0.99938, "loss_cls": 0.23918, "loss": 0.23918, "time": 0.43339} +{"mode": "train", "epoch": 78, "iter": 1200, "lr": 0.01173, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.93062, "top5_acc": 1.0, "loss_cls": 0.27405, "loss": 0.27405, "time": 0.35493} +{"mode": "val", "epoch": 78, "iter": 533, "lr": 0.01172, "top1_acc": 0.8891, "top5_acc": 0.99366, "mean_class_accuracy": 0.85897} +{"mode": "train", "epoch": 79, "iter": 100, "lr": 0.01169, "memory": 4120, "data_time": 0.24609, "top1_acc": 0.93438, "top5_acc": 1.0, "loss_cls": 0.27514, "loss": 0.27514, "time": 0.69771} +{"mode": "train", "epoch": 79, "iter": 200, "lr": 0.01167, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.95062, "top5_acc": 0.99875, "loss_cls": 0.23006, "loss": 0.23006, "time": 0.45271} +{"mode": "train", "epoch": 79, "iter": 300, "lr": 0.01165, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.94625, "top5_acc": 0.99875, "loss_cls": 0.24216, "loss": 0.24216, "time": 0.44104} +{"mode": "train", "epoch": 79, "iter": 400, "lr": 0.01163, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.94375, "top5_acc": 0.99938, "loss_cls": 0.23704, "loss": 0.23704, "time": 0.43158} +{"mode": "train", "epoch": 79, "iter": 500, "lr": 0.01161, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.94562, "top5_acc": 0.99938, "loss_cls": 0.23843, "loss": 0.23843, "time": 0.43676} +{"mode": "train", "epoch": 79, "iter": 600, "lr": 0.01159, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.94812, "top5_acc": 1.0, "loss_cls": 0.2297, "loss": 0.2297, "time": 0.45327} +{"mode": "train", "epoch": 79, "iter": 700, "lr": 0.01157, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.93625, "top5_acc": 0.99688, "loss_cls": 0.25746, "loss": 0.25746, "time": 0.45176} +{"mode": "train", "epoch": 79, "iter": 800, "lr": 0.01155, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.93562, "top5_acc": 0.99812, "loss_cls": 0.2525, "loss": 0.2525, "time": 0.45137} +{"mode": "train", "epoch": 79, "iter": 900, "lr": 0.01153, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.94625, "top5_acc": 0.99812, "loss_cls": 0.24774, "loss": 0.24774, "time": 0.45168} +{"mode": "train", "epoch": 79, "iter": 1000, "lr": 0.01151, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.94625, "top5_acc": 0.99875, "loss_cls": 0.24084, "loss": 0.24084, "time": 0.45116} +{"mode": "train", "epoch": 79, "iter": 1100, "lr": 0.01149, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.93938, "top5_acc": 0.99875, "loss_cls": 0.25707, "loss": 0.25707, "time": 0.44026} +{"mode": "train", "epoch": 79, "iter": 1200, "lr": 0.01147, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.93625, "top5_acc": 1.0, "loss_cls": 0.26912, "loss": 0.26912, "time": 0.3787} +{"mode": "val", "epoch": 79, "iter": 533, "lr": 0.01145, "top1_acc": 0.8837, "top5_acc": 0.99014, "mean_class_accuracy": 0.84718} +{"mode": "train", "epoch": 80, "iter": 100, "lr": 0.01143, "memory": 4120, "data_time": 0.25785, "top1_acc": 0.95438, "top5_acc": 0.99938, "loss_cls": 0.22442, "loss": 0.22442, "time": 0.69455} +{"mode": "train", "epoch": 80, "iter": 200, "lr": 0.01141, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.94375, "top5_acc": 0.99812, "loss_cls": 0.25206, "loss": 0.25206, "time": 0.43614} +{"mode": "train", "epoch": 80, "iter": 300, "lr": 0.01139, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.93562, "top5_acc": 0.99875, "loss_cls": 0.25976, "loss": 0.25976, "time": 0.43637} +{"mode": "train", "epoch": 80, "iter": 400, "lr": 0.01137, "memory": 4120, "data_time": 0.00088, "top1_acc": 0.94688, "top5_acc": 1.0, "loss_cls": 0.23515, "loss": 0.23515, "time": 0.43163} +{"mode": "train", "epoch": 80, "iter": 500, "lr": 0.01135, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.94438, "top5_acc": 0.99938, "loss_cls": 0.23232, "loss": 0.23232, "time": 0.43527} +{"mode": "train", "epoch": 80, "iter": 600, "lr": 0.01133, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.94312, "top5_acc": 0.99938, "loss_cls": 0.23864, "loss": 0.23864, "time": 0.43597} +{"mode": "train", "epoch": 80, "iter": 700, "lr": 0.01131, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.95438, "top5_acc": 1.0, "loss_cls": 0.22972, "loss": 0.22972, "time": 0.43614} +{"mode": "train", "epoch": 80, "iter": 800, "lr": 0.01129, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.94125, "top5_acc": 0.99812, "loss_cls": 0.23831, "loss": 0.23831, "time": 0.43553} +{"mode": "train", "epoch": 80, "iter": 900, "lr": 0.01127, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.94562, "top5_acc": 0.99812, "loss_cls": 0.22656, "loss": 0.22656, "time": 0.43764} +{"mode": "train", "epoch": 80, "iter": 1000, "lr": 0.01125, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.94688, "top5_acc": 0.99812, "loss_cls": 0.24718, "loss": 0.24718, "time": 0.43484} +{"mode": "train", "epoch": 80, "iter": 1100, "lr": 0.01123, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.95562, "top5_acc": 0.99875, "loss_cls": 0.22242, "loss": 0.22242, "time": 0.43602} +{"mode": "train", "epoch": 80, "iter": 1200, "lr": 0.01121, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.93688, "top5_acc": 0.99875, "loss_cls": 0.26693, "loss": 0.26693, "time": 0.37517} +{"mode": "val", "epoch": 80, "iter": 533, "lr": 0.01119, "top1_acc": 0.85295, "top5_acc": 0.99073, "mean_class_accuracy": 0.80938} +{"mode": "train", "epoch": 81, "iter": 100, "lr": 0.01117, "memory": 4120, "data_time": 0.263, "top1_acc": 0.94312, "top5_acc": 0.99812, "loss_cls": 0.2439, "loss": 0.2439, "time": 0.69898} +{"mode": "train", "epoch": 81, "iter": 200, "lr": 0.01115, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.93938, "top5_acc": 0.99938, "loss_cls": 0.23417, "loss": 0.23417, "time": 0.43548} +{"mode": "train", "epoch": 81, "iter": 300, "lr": 0.01113, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.94125, "top5_acc": 0.99938, "loss_cls": 0.25831, "loss": 0.25831, "time": 0.43569} +{"mode": "train", "epoch": 81, "iter": 400, "lr": 0.01111, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.94, "top5_acc": 0.99938, "loss_cls": 0.24821, "loss": 0.24821, "time": 0.43753} +{"mode": "train", "epoch": 81, "iter": 500, "lr": 0.01109, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.96312, "top5_acc": 0.99875, "loss_cls": 0.18946, "loss": 0.18946, "time": 0.43419} +{"mode": "train", "epoch": 81, "iter": 600, "lr": 0.01107, "memory": 4120, "data_time": 0.00111, "top1_acc": 0.935, "top5_acc": 0.99812, "loss_cls": 0.26118, "loss": 0.26118, "time": 0.4517} +{"mode": "train", "epoch": 81, "iter": 700, "lr": 0.01105, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.94, "top5_acc": 0.99875, "loss_cls": 0.26224, "loss": 0.26224, "time": 0.45313} +{"mode": "train", "epoch": 81, "iter": 800, "lr": 0.01103, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.955, "top5_acc": 0.99938, "loss_cls": 0.22554, "loss": 0.22554, "time": 0.44973} +{"mode": "train", "epoch": 81, "iter": 900, "lr": 0.01101, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.95125, "top5_acc": 0.99875, "loss_cls": 0.22329, "loss": 0.22329, "time": 0.45218} +{"mode": "train", "epoch": 81, "iter": 1000, "lr": 0.01099, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.935, "top5_acc": 0.99875, "loss_cls": 0.26078, "loss": 0.26078, "time": 0.44656} +{"mode": "train", "epoch": 81, "iter": 1100, "lr": 0.01097, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.93062, "top5_acc": 0.99812, "loss_cls": 0.29507, "loss": 0.29507, "time": 0.43623} +{"mode": "train", "epoch": 81, "iter": 1200, "lr": 0.01095, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.94875, "top5_acc": 1.0, "loss_cls": 0.24141, "loss": 0.24141, "time": 0.3947} +{"mode": "val", "epoch": 81, "iter": 533, "lr": 0.01093, "top1_acc": 0.89039, "top5_acc": 0.99073, "mean_class_accuracy": 0.83985} +{"mode": "train", "epoch": 82, "iter": 100, "lr": 0.01091, "memory": 4120, "data_time": 0.23954, "top1_acc": 0.95188, "top5_acc": 1.0, "loss_cls": 0.22225, "loss": 0.22225, "time": 0.67729} +{"mode": "train", "epoch": 82, "iter": 200, "lr": 0.01089, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.9425, "top5_acc": 1.0, "loss_cls": 0.21597, "loss": 0.21597, "time": 0.43649} +{"mode": "train", "epoch": 82, "iter": 300, "lr": 0.01087, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.95688, "top5_acc": 0.99938, "loss_cls": 0.21296, "loss": 0.21296, "time": 0.44351} +{"mode": "train", "epoch": 82, "iter": 400, "lr": 0.01085, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.96312, "top5_acc": 0.99938, "loss_cls": 0.18539, "loss": 0.18539, "time": 0.44682} +{"mode": "train", "epoch": 82, "iter": 500, "lr": 0.01083, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.93562, "top5_acc": 0.9975, "loss_cls": 0.26058, "loss": 0.26058, "time": 0.43453} +{"mode": "train", "epoch": 82, "iter": 600, "lr": 0.01081, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.93375, "top5_acc": 0.99938, "loss_cls": 0.27158, "loss": 0.27158, "time": 0.43036} +{"mode": "train", "epoch": 82, "iter": 700, "lr": 0.01079, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.94812, "top5_acc": 0.99938, "loss_cls": 0.24569, "loss": 0.24569, "time": 0.43523} +{"mode": "train", "epoch": 82, "iter": 800, "lr": 0.01077, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.9375, "top5_acc": 0.99875, "loss_cls": 0.26123, "loss": 0.26123, "time": 0.4514} +{"mode": "train", "epoch": 82, "iter": 900, "lr": 0.01075, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.94625, "top5_acc": 0.99938, "loss_cls": 0.24666, "loss": 0.24666, "time": 0.45025} +{"mode": "train", "epoch": 82, "iter": 1000, "lr": 0.01073, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.94938, "top5_acc": 0.99875, "loss_cls": 0.21929, "loss": 0.21929, "time": 0.4361} +{"mode": "train", "epoch": 82, "iter": 1100, "lr": 0.01071, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.95188, "top5_acc": 0.99875, "loss_cls": 0.2362, "loss": 0.2362, "time": 0.4349} +{"mode": "train", "epoch": 82, "iter": 1200, "lr": 0.01069, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.95125, "top5_acc": 0.99938, "loss_cls": 0.2325, "loss": 0.2325, "time": 0.37935} +{"mode": "val", "epoch": 82, "iter": 533, "lr": 0.01067, "top1_acc": 0.88804, "top5_acc": 0.99108, "mean_class_accuracy": 0.84945} +{"mode": "train", "epoch": 83, "iter": 100, "lr": 0.01065, "memory": 4120, "data_time": 0.24717, "top1_acc": 0.95812, "top5_acc": 1.0, "loss_cls": 0.18685, "loss": 0.18685, "time": 0.68304} +{"mode": "train", "epoch": 83, "iter": 200, "lr": 0.01063, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.94688, "top5_acc": 1.0, "loss_cls": 0.23925, "loss": 0.23925, "time": 0.45204} +{"mode": "train", "epoch": 83, "iter": 300, "lr": 0.01061, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.94812, "top5_acc": 0.99875, "loss_cls": 0.22204, "loss": 0.22204, "time": 0.45227} +{"mode": "train", "epoch": 83, "iter": 400, "lr": 0.01059, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.9475, "top5_acc": 0.99875, "loss_cls": 0.23638, "loss": 0.23638, "time": 0.44997} +{"mode": "train", "epoch": 83, "iter": 500, "lr": 0.01057, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.94375, "top5_acc": 1.0, "loss_cls": 0.23522, "loss": 0.23522, "time": 0.45055} +{"mode": "train", "epoch": 83, "iter": 600, "lr": 0.01055, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.9375, "top5_acc": 1.0, "loss_cls": 0.24907, "loss": 0.24907, "time": 0.44166} +{"mode": "train", "epoch": 83, "iter": 700, "lr": 0.01053, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.94875, "top5_acc": 0.99938, "loss_cls": 0.21621, "loss": 0.21621, "time": 0.43021} +{"mode": "train", "epoch": 83, "iter": 800, "lr": 0.01051, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.94438, "top5_acc": 1.0, "loss_cls": 0.25437, "loss": 0.25437, "time": 0.43755} +{"mode": "train", "epoch": 83, "iter": 900, "lr": 0.01049, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.9525, "top5_acc": 1.0, "loss_cls": 0.20569, "loss": 0.20569, "time": 0.43906} +{"mode": "train", "epoch": 83, "iter": 1000, "lr": 0.01047, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.9475, "top5_acc": 1.0, "loss_cls": 0.23629, "loss": 0.23629, "time": 0.43742} +{"mode": "train", "epoch": 83, "iter": 1100, "lr": 0.01045, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.94375, "top5_acc": 0.99875, "loss_cls": 0.2294, "loss": 0.2294, "time": 0.43994} +{"mode": "train", "epoch": 83, "iter": 1200, "lr": 0.01043, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.93812, "top5_acc": 0.99875, "loss_cls": 0.27131, "loss": 0.27131, "time": 0.39095} +{"mode": "val", "epoch": 83, "iter": 533, "lr": 0.01042, "top1_acc": 0.8918, "top5_acc": 0.99249, "mean_class_accuracy": 0.86246} +{"mode": "train", "epoch": 84, "iter": 100, "lr": 0.0104, "memory": 4120, "data_time": 0.20289, "top1_acc": 0.96, "top5_acc": 0.99938, "loss_cls": 0.19434, "loss": 0.19434, "time": 0.65591} +{"mode": "train", "epoch": 84, "iter": 200, "lr": 0.01038, "memory": 4120, "data_time": 0.00086, "top1_acc": 0.95438, "top5_acc": 0.99875, "loss_cls": 0.22147, "loss": 0.22147, "time": 0.45349} +{"mode": "train", "epoch": 84, "iter": 300, "lr": 0.01036, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.955, "top5_acc": 0.99938, "loss_cls": 0.20054, "loss": 0.20054, "time": 0.45109} +{"mode": "train", "epoch": 84, "iter": 400, "lr": 0.01034, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.95312, "top5_acc": 1.0, "loss_cls": 0.19918, "loss": 0.19918, "time": 0.45043} +{"mode": "train", "epoch": 84, "iter": 500, "lr": 0.01031, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.95188, "top5_acc": 0.99938, "loss_cls": 0.20269, "loss": 0.20269, "time": 0.44877} +{"mode": "train", "epoch": 84, "iter": 600, "lr": 0.01029, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.95062, "top5_acc": 1.0, "loss_cls": 0.20855, "loss": 0.20855, "time": 0.4387} +{"mode": "train", "epoch": 84, "iter": 700, "lr": 0.01027, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.94875, "top5_acc": 0.99875, "loss_cls": 0.23365, "loss": 0.23365, "time": 0.43586} +{"mode": "train", "epoch": 84, "iter": 800, "lr": 0.01025, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.95125, "top5_acc": 1.0, "loss_cls": 0.21409, "loss": 0.21409, "time": 0.4313} +{"mode": "train", "epoch": 84, "iter": 900, "lr": 0.01023, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.95312, "top5_acc": 0.99938, "loss_cls": 0.20753, "loss": 0.20753, "time": 0.4376} +{"mode": "train", "epoch": 84, "iter": 1000, "lr": 0.01021, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.96812, "top5_acc": 0.99938, "loss_cls": 0.18021, "loss": 0.18021, "time": 0.45294} +{"mode": "train", "epoch": 84, "iter": 1100, "lr": 0.01019, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.95438, "top5_acc": 0.99938, "loss_cls": 0.22129, "loss": 0.22129, "time": 0.44843} +{"mode": "train", "epoch": 84, "iter": 1200, "lr": 0.01017, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.94938, "top5_acc": 0.99938, "loss_cls": 0.21069, "loss": 0.21069, "time": 0.39389} +{"mode": "val", "epoch": 84, "iter": 533, "lr": 0.01016, "top1_acc": 0.87185, "top5_acc": 0.98897, "mean_class_accuracy": 0.84166} +{"mode": "train", "epoch": 85, "iter": 100, "lr": 0.01014, "memory": 4120, "data_time": 0.2058, "top1_acc": 0.95188, "top5_acc": 0.99938, "loss_cls": 0.20661, "loss": 0.20661, "time": 0.65053} +{"mode": "train", "epoch": 85, "iter": 200, "lr": 0.01012, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.95438, "top5_acc": 0.99875, "loss_cls": 0.20894, "loss": 0.20894, "time": 0.44547} +{"mode": "train", "epoch": 85, "iter": 300, "lr": 0.0101, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.95188, "top5_acc": 1.0, "loss_cls": 0.22656, "loss": 0.22656, "time": 0.45021} +{"mode": "train", "epoch": 85, "iter": 400, "lr": 0.01008, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.95062, "top5_acc": 0.99938, "loss_cls": 0.23126, "loss": 0.23126, "time": 0.45001} +{"mode": "train", "epoch": 85, "iter": 500, "lr": 0.01006, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.94312, "top5_acc": 1.0, "loss_cls": 0.23678, "loss": 0.23678, "time": 0.44605} +{"mode": "train", "epoch": 85, "iter": 600, "lr": 0.01004, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.95062, "top5_acc": 0.99938, "loss_cls": 0.22195, "loss": 0.22195, "time": 0.42981} +{"mode": "train", "epoch": 85, "iter": 700, "lr": 0.01002, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.95812, "top5_acc": 1.0, "loss_cls": 0.20995, "loss": 0.20995, "time": 0.43961} +{"mode": "train", "epoch": 85, "iter": 800, "lr": 0.01, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.94875, "top5_acc": 0.99938, "loss_cls": 0.24124, "loss": 0.24124, "time": 0.44254} +{"mode": "train", "epoch": 85, "iter": 900, "lr": 0.00998, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.94938, "top5_acc": 0.99938, "loss_cls": 0.215, "loss": 0.215, "time": 0.43345} +{"mode": "train", "epoch": 85, "iter": 1000, "lr": 0.00996, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.9475, "top5_acc": 0.99938, "loss_cls": 0.23164, "loss": 0.23164, "time": 0.43284} +{"mode": "train", "epoch": 85, "iter": 1100, "lr": 0.00994, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.94438, "top5_acc": 1.0, "loss_cls": 0.24253, "loss": 0.24253, "time": 0.43012} +{"mode": "train", "epoch": 85, "iter": 1200, "lr": 0.00992, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.9525, "top5_acc": 0.99812, "loss_cls": 0.22932, "loss": 0.22932, "time": 0.37041} +{"mode": "val", "epoch": 85, "iter": 533, "lr": 0.0099, "top1_acc": 0.90635, "top5_acc": 0.99401, "mean_class_accuracy": 0.86593} +{"mode": "train", "epoch": 86, "iter": 100, "lr": 0.00988, "memory": 4120, "data_time": 0.22608, "top1_acc": 0.95438, "top5_acc": 1.0, "loss_cls": 0.22701, "loss": 0.22701, "time": 0.66281} +{"mode": "train", "epoch": 86, "iter": 200, "lr": 0.00986, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.955, "top5_acc": 1.0, "loss_cls": 0.19441, "loss": 0.19441, "time": 0.44404} +{"mode": "train", "epoch": 86, "iter": 300, "lr": 0.00984, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.95938, "top5_acc": 1.0, "loss_cls": 0.19734, "loss": 0.19734, "time": 0.44386} +{"mode": "train", "epoch": 86, "iter": 400, "lr": 0.00982, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.96062, "top5_acc": 0.99938, "loss_cls": 0.19282, "loss": 0.19282, "time": 0.44572} +{"mode": "train", "epoch": 86, "iter": 500, "lr": 0.0098, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.95875, "top5_acc": 1.0, "loss_cls": 0.18175, "loss": 0.18175, "time": 0.44966} +{"mode": "train", "epoch": 86, "iter": 600, "lr": 0.00978, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.96188, "top5_acc": 1.0, "loss_cls": 0.181, "loss": 0.181, "time": 0.43862} +{"mode": "train", "epoch": 86, "iter": 700, "lr": 0.00976, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.96188, "top5_acc": 0.99938, "loss_cls": 0.19189, "loss": 0.19189, "time": 0.44968} +{"mode": "train", "epoch": 86, "iter": 800, "lr": 0.00974, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.95188, "top5_acc": 0.99875, "loss_cls": 0.2107, "loss": 0.2107, "time": 0.44505} +{"mode": "train", "epoch": 86, "iter": 900, "lr": 0.00972, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.95875, "top5_acc": 1.0, "loss_cls": 0.18754, "loss": 0.18754, "time": 0.43238} +{"mode": "train", "epoch": 86, "iter": 1000, "lr": 0.0097, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.94812, "top5_acc": 1.0, "loss_cls": 0.22297, "loss": 0.22297, "time": 0.42841} +{"mode": "train", "epoch": 86, "iter": 1100, "lr": 0.00968, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.95312, "top5_acc": 1.0, "loss_cls": 0.19597, "loss": 0.19597, "time": 0.43468} +{"mode": "train", "epoch": 86, "iter": 1200, "lr": 0.00966, "memory": 4120, "data_time": 0.00101, "top1_acc": 0.94188, "top5_acc": 0.99812, "loss_cls": 0.26206, "loss": 0.26206, "time": 0.37848} +{"mode": "val", "epoch": 86, "iter": 533, "lr": 0.00965, "top1_acc": 0.89438, "top5_acc": 0.99366, "mean_class_accuracy": 0.85198} +{"mode": "train", "epoch": 87, "iter": 100, "lr": 0.00963, "memory": 4120, "data_time": 0.22641, "top1_acc": 0.94688, "top5_acc": 0.99812, "loss_cls": 0.24458, "loss": 0.24458, "time": 0.66941} +{"mode": "train", "epoch": 87, "iter": 200, "lr": 0.00961, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.95938, "top5_acc": 1.0, "loss_cls": 0.17351, "loss": 0.17351, "time": 0.44781} +{"mode": "train", "epoch": 87, "iter": 300, "lr": 0.00959, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.96125, "top5_acc": 1.0, "loss_cls": 0.1924, "loss": 0.1924, "time": 0.45259} +{"mode": "train", "epoch": 87, "iter": 400, "lr": 0.00957, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.94938, "top5_acc": 0.99812, "loss_cls": 0.23782, "loss": 0.23782, "time": 0.44383} +{"mode": "train", "epoch": 87, "iter": 500, "lr": 0.00955, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.94375, "top5_acc": 0.99938, "loss_cls": 0.23207, "loss": 0.23207, "time": 0.43415} +{"mode": "train", "epoch": 87, "iter": 600, "lr": 0.00953, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.955, "top5_acc": 0.99938, "loss_cls": 0.2111, "loss": 0.2111, "time": 0.43444} +{"mode": "train", "epoch": 87, "iter": 700, "lr": 0.00951, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.95125, "top5_acc": 1.0, "loss_cls": 0.20631, "loss": 0.20631, "time": 0.42932} +{"mode": "train", "epoch": 87, "iter": 800, "lr": 0.00949, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.95688, "top5_acc": 1.0, "loss_cls": 0.20637, "loss": 0.20637, "time": 0.43248} +{"mode": "train", "epoch": 87, "iter": 900, "lr": 0.00947, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.94438, "top5_acc": 0.99875, "loss_cls": 0.24355, "loss": 0.24355, "time": 0.43351} +{"mode": "train", "epoch": 87, "iter": 1000, "lr": 0.00945, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.95, "top5_acc": 1.0, "loss_cls": 0.21639, "loss": 0.21639, "time": 0.43259} +{"mode": "train", "epoch": 87, "iter": 1100, "lr": 0.00943, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.94, "top5_acc": 1.0, "loss_cls": 0.2428, "loss": 0.2428, "time": 0.43593} +{"mode": "train", "epoch": 87, "iter": 1200, "lr": 0.00941, "memory": 4120, "data_time": 0.00088, "top1_acc": 0.94875, "top5_acc": 0.9975, "loss_cls": 0.22687, "loss": 0.22687, "time": 0.39695} +{"mode": "val", "epoch": 87, "iter": 533, "lr": 0.00939, "top1_acc": 0.89144, "top5_acc": 0.99202, "mean_class_accuracy": 0.85639} +{"mode": "train", "epoch": 88, "iter": 100, "lr": 0.00937, "memory": 4120, "data_time": 0.23333, "top1_acc": 0.95125, "top5_acc": 1.0, "loss_cls": 0.22537, "loss": 0.22537, "time": 0.68735} +{"mode": "train", "epoch": 88, "iter": 200, "lr": 0.00935, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.96125, "top5_acc": 1.0, "loss_cls": 0.18673, "loss": 0.18673, "time": 0.45383} +{"mode": "train", "epoch": 88, "iter": 300, "lr": 0.00933, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.965, "top5_acc": 0.99875, "loss_cls": 0.17081, "loss": 0.17081, "time": 0.44188} +{"mode": "train", "epoch": 88, "iter": 400, "lr": 0.00931, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.95438, "top5_acc": 0.99938, "loss_cls": 0.20686, "loss": 0.20686, "time": 0.43649} +{"mode": "train", "epoch": 88, "iter": 500, "lr": 0.00929, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.95375, "top5_acc": 0.99938, "loss_cls": 0.2083, "loss": 0.2083, "time": 0.43417} +{"mode": "train", "epoch": 88, "iter": 600, "lr": 0.00927, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.96062, "top5_acc": 1.0, "loss_cls": 0.18982, "loss": 0.18982, "time": 0.43118} +{"mode": "train", "epoch": 88, "iter": 700, "lr": 0.00925, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.95688, "top5_acc": 1.0, "loss_cls": 0.19962, "loss": 0.19962, "time": 0.43985} +{"mode": "train", "epoch": 88, "iter": 800, "lr": 0.00923, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.95, "top5_acc": 0.99938, "loss_cls": 0.20882, "loss": 0.20882, "time": 0.45029} +{"mode": "train", "epoch": 88, "iter": 900, "lr": 0.00921, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.9575, "top5_acc": 0.99938, "loss_cls": 0.19184, "loss": 0.19184, "time": 0.45125} +{"mode": "train", "epoch": 88, "iter": 1000, "lr": 0.00919, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.96, "top5_acc": 0.99875, "loss_cls": 0.21128, "loss": 0.21128, "time": 0.43621} +{"mode": "train", "epoch": 88, "iter": 1100, "lr": 0.00917, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.95562, "top5_acc": 0.99875, "loss_cls": 0.2002, "loss": 0.2002, "time": 0.43927} +{"mode": "train", "epoch": 88, "iter": 1200, "lr": 0.00915, "memory": 4120, "data_time": 0.00134, "top1_acc": 0.94875, "top5_acc": 0.99812, "loss_cls": 0.22626, "loss": 0.22626, "time": 0.38127} +{"mode": "val", "epoch": 88, "iter": 533, "lr": 0.00914, "top1_acc": 0.88804, "top5_acc": 0.99179, "mean_class_accuracy": 0.8496} +{"mode": "train", "epoch": 89, "iter": 100, "lr": 0.00912, "memory": 4120, "data_time": 0.23768, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.16503, "loss": 0.16503, "time": 0.67973} +{"mode": "train", "epoch": 89, "iter": 200, "lr": 0.0091, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.16612, "loss": 0.16612, "time": 0.43806} +{"mode": "train", "epoch": 89, "iter": 300, "lr": 0.00908, "memory": 4120, "data_time": 0.001, "top1_acc": 0.95438, "top5_acc": 0.99875, "loss_cls": 0.195, "loss": 0.195, "time": 0.43587} +{"mode": "train", "epoch": 89, "iter": 400, "lr": 0.00906, "memory": 4120, "data_time": 0.00095, "top1_acc": 0.96125, "top5_acc": 0.99938, "loss_cls": 0.18373, "loss": 0.18373, "time": 0.43205} +{"mode": "train", "epoch": 89, "iter": 500, "lr": 0.00904, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.95312, "top5_acc": 0.99875, "loss_cls": 0.21128, "loss": 0.21128, "time": 0.43074} +{"mode": "train", "epoch": 89, "iter": 600, "lr": 0.00902, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.95375, "top5_acc": 0.99938, "loss_cls": 0.21522, "loss": 0.21522, "time": 0.43755} +{"mode": "train", "epoch": 89, "iter": 700, "lr": 0.009, "memory": 4120, "data_time": 0.00094, "top1_acc": 0.95312, "top5_acc": 1.0, "loss_cls": 0.21521, "loss": 0.21521, "time": 0.43624} +{"mode": "train", "epoch": 89, "iter": 800, "lr": 0.00898, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.9425, "top5_acc": 0.99938, "loss_cls": 0.22507, "loss": 0.22507, "time": 0.43713} +{"mode": "train", "epoch": 89, "iter": 900, "lr": 0.00896, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.955, "top5_acc": 0.99938, "loss_cls": 0.19673, "loss": 0.19673, "time": 0.43551} +{"mode": "train", "epoch": 89, "iter": 1000, "lr": 0.00894, "memory": 4120, "data_time": 0.001, "top1_acc": 0.95562, "top5_acc": 0.99875, "loss_cls": 0.20627, "loss": 0.20627, "time": 0.43236} +{"mode": "train", "epoch": 89, "iter": 1100, "lr": 0.00892, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.95688, "top5_acc": 0.99938, "loss_cls": 0.20337, "loss": 0.20337, "time": 0.42924} +{"mode": "train", "epoch": 89, "iter": 1200, "lr": 0.0089, "memory": 4120, "data_time": 0.00086, "top1_acc": 0.95125, "top5_acc": 0.99938, "loss_cls": 0.21236, "loss": 0.21236, "time": 0.3856} +{"mode": "val", "epoch": 89, "iter": 533, "lr": 0.00889, "top1_acc": 0.90623, "top5_acc": 0.99495, "mean_class_accuracy": 0.87798} +{"mode": "train", "epoch": 90, "iter": 100, "lr": 0.00887, "memory": 4120, "data_time": 0.22615, "top1_acc": 0.96188, "top5_acc": 1.0, "loss_cls": 0.19099, "loss": 0.19099, "time": 0.66697} +{"mode": "train", "epoch": 90, "iter": 200, "lr": 0.00885, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.95625, "top5_acc": 0.99938, "loss_cls": 0.18728, "loss": 0.18728, "time": 0.44479} +{"mode": "train", "epoch": 90, "iter": 300, "lr": 0.00883, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.94625, "top5_acc": 1.0, "loss_cls": 0.22153, "loss": 0.22153, "time": 0.43264} +{"mode": "train", "epoch": 90, "iter": 400, "lr": 0.00881, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.95875, "top5_acc": 0.99875, "loss_cls": 0.20248, "loss": 0.20248, "time": 0.43614} +{"mode": "train", "epoch": 90, "iter": 500, "lr": 0.00879, "memory": 4120, "data_time": 0.00102, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 0.17841, "loss": 0.17841, "time": 0.43623} +{"mode": "train", "epoch": 90, "iter": 600, "lr": 0.00877, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.95062, "top5_acc": 0.99938, "loss_cls": 0.20933, "loss": 0.20933, "time": 0.43542} +{"mode": "train", "epoch": 90, "iter": 700, "lr": 0.00875, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.95688, "top5_acc": 0.99938, "loss_cls": 0.19272, "loss": 0.19272, "time": 0.4346} +{"mode": "train", "epoch": 90, "iter": 800, "lr": 0.00873, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.96812, "top5_acc": 0.99938, "loss_cls": 0.16343, "loss": 0.16343, "time": 0.43257} +{"mode": "train", "epoch": 90, "iter": 900, "lr": 0.00871, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.13065, "loss": 0.13065, "time": 0.43102} +{"mode": "train", "epoch": 90, "iter": 1000, "lr": 0.00869, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.95938, "top5_acc": 0.99938, "loss_cls": 0.19923, "loss": 0.19923, "time": 0.44331} +{"mode": "train", "epoch": 90, "iter": 1100, "lr": 0.00867, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.95812, "top5_acc": 1.0, "loss_cls": 0.18763, "loss": 0.18763, "time": 0.44879} +{"mode": "train", "epoch": 90, "iter": 1200, "lr": 0.00865, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.955, "top5_acc": 0.99875, "loss_cls": 0.19763, "loss": 0.19763, "time": 0.3992} +{"mode": "val", "epoch": 90, "iter": 533, "lr": 0.00864, "top1_acc": 0.89321, "top5_acc": 0.99202, "mean_class_accuracy": 0.86439} +{"mode": "train", "epoch": 91, "iter": 100, "lr": 0.00862, "memory": 4120, "data_time": 0.23394, "top1_acc": 0.95812, "top5_acc": 0.99938, "loss_cls": 0.19843, "loss": 0.19843, "time": 0.6751} +{"mode": "train", "epoch": 91, "iter": 200, "lr": 0.0086, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.96375, "top5_acc": 1.0, "loss_cls": 0.17643, "loss": 0.17643, "time": 0.44599} +{"mode": "train", "epoch": 91, "iter": 300, "lr": 0.00858, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.15813, "loss": 0.15813, "time": 0.45556} +{"mode": "train", "epoch": 91, "iter": 400, "lr": 0.00856, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.15983, "loss": 0.15983, "time": 0.44957} +{"mode": "train", "epoch": 91, "iter": 500, "lr": 0.00854, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.95938, "top5_acc": 1.0, "loss_cls": 0.1938, "loss": 0.1938, "time": 0.43419} +{"mode": "train", "epoch": 91, "iter": 600, "lr": 0.00852, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.9575, "top5_acc": 0.99875, "loss_cls": 0.20016, "loss": 0.20016, "time": 0.44068} +{"mode": "train", "epoch": 91, "iter": 700, "lr": 0.0085, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.95562, "top5_acc": 1.0, "loss_cls": 0.20557, "loss": 0.20557, "time": 0.45407} +{"mode": "train", "epoch": 91, "iter": 800, "lr": 0.00848, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.95875, "top5_acc": 1.0, "loss_cls": 0.18253, "loss": 0.18253, "time": 0.43981} +{"mode": "train", "epoch": 91, "iter": 900, "lr": 0.00846, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.95062, "top5_acc": 0.99938, "loss_cls": 0.22334, "loss": 0.22334, "time": 0.45108} +{"mode": "train", "epoch": 91, "iter": 1000, "lr": 0.00844, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.95562, "top5_acc": 1.0, "loss_cls": 0.19602, "loss": 0.19602, "time": 0.44221} +{"mode": "train", "epoch": 91, "iter": 1100, "lr": 0.00842, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.96, "top5_acc": 1.0, "loss_cls": 0.17408, "loss": 0.17408, "time": 0.43982} +{"mode": "train", "epoch": 91, "iter": 1200, "lr": 0.0084, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.95562, "top5_acc": 0.99938, "loss_cls": 0.20383, "loss": 0.20383, "time": 0.39892} +{"mode": "val", "epoch": 91, "iter": 533, "lr": 0.00839, "top1_acc": 0.90694, "top5_acc": 0.99437, "mean_class_accuracy": 0.87796} +{"mode": "train", "epoch": 92, "iter": 100, "lr": 0.00837, "memory": 4120, "data_time": 0.2171, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.13429, "loss": 0.13429, "time": 0.67165} +{"mode": "train", "epoch": 92, "iter": 200, "lr": 0.00835, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.13768, "loss": 0.13768, "time": 0.45811} +{"mode": "train", "epoch": 92, "iter": 300, "lr": 0.00833, "memory": 4120, "data_time": 0.00099, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.15133, "loss": 0.15133, "time": 0.45449} +{"mode": "train", "epoch": 92, "iter": 400, "lr": 0.00831, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.16972, "loss": 0.16972, "time": 0.45501} +{"mode": "train", "epoch": 92, "iter": 500, "lr": 0.00829, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.95938, "top5_acc": 0.99938, "loss_cls": 0.16114, "loss": 0.16114, "time": 0.4514} +{"mode": "train", "epoch": 92, "iter": 600, "lr": 0.00827, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.955, "top5_acc": 0.99875, "loss_cls": 0.19689, "loss": 0.19689, "time": 0.43945} +{"mode": "train", "epoch": 92, "iter": 700, "lr": 0.00825, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.9625, "top5_acc": 0.99938, "loss_cls": 0.17492, "loss": 0.17492, "time": 0.45307} +{"mode": "train", "epoch": 92, "iter": 800, "lr": 0.00824, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.94875, "top5_acc": 0.99938, "loss_cls": 0.21631, "loss": 0.21631, "time": 0.45355} +{"mode": "train", "epoch": 92, "iter": 900, "lr": 0.00822, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.18331, "loss": 0.18331, "time": 0.45039} +{"mode": "train", "epoch": 92, "iter": 1000, "lr": 0.0082, "memory": 4120, "data_time": 0.00105, "top1_acc": 0.94938, "top5_acc": 0.99938, "loss_cls": 0.2311, "loss": 0.2311, "time": 0.43566} +{"mode": "train", "epoch": 92, "iter": 1100, "lr": 0.00818, "memory": 4120, "data_time": 0.00106, "top1_acc": 0.95562, "top5_acc": 0.99938, "loss_cls": 0.18404, "loss": 0.18404, "time": 0.43711} +{"mode": "train", "epoch": 92, "iter": 1200, "lr": 0.00816, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.9575, "top5_acc": 0.99938, "loss_cls": 0.2031, "loss": 0.2031, "time": 0.40209} +{"mode": "val", "epoch": 92, "iter": 533, "lr": 0.00814, "top1_acc": 0.90013, "top5_acc": 0.99202, "mean_class_accuracy": 0.87071} +{"mode": "train", "epoch": 93, "iter": 100, "lr": 0.00812, "memory": 4120, "data_time": 0.23213, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.13743, "loss": 0.13743, "time": 0.67658} +{"mode": "train", "epoch": 93, "iter": 200, "lr": 0.0081, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.95625, "top5_acc": 1.0, "loss_cls": 0.17646, "loss": 0.17646, "time": 0.45296} +{"mode": "train", "epoch": 93, "iter": 300, "lr": 0.00809, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.96562, "top5_acc": 0.99938, "loss_cls": 0.18284, "loss": 0.18284, "time": 0.44959} +{"mode": "train", "epoch": 93, "iter": 400, "lr": 0.00807, "memory": 4120, "data_time": 0.00092, "top1_acc": 0.95938, "top5_acc": 1.0, "loss_cls": 0.19082, "loss": 0.19082, "time": 0.43033} +{"mode": "train", "epoch": 93, "iter": 500, "lr": 0.00805, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.95125, "top5_acc": 0.99938, "loss_cls": 0.1966, "loss": 0.1966, "time": 0.4352} +{"mode": "train", "epoch": 93, "iter": 600, "lr": 0.00803, "memory": 4120, "data_time": 0.00095, "top1_acc": 0.96062, "top5_acc": 0.99938, "loss_cls": 0.18343, "loss": 0.18343, "time": 0.43651} +{"mode": "train", "epoch": 93, "iter": 700, "lr": 0.00801, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.95875, "top5_acc": 1.0, "loss_cls": 0.18191, "loss": 0.18191, "time": 0.45358} +{"mode": "train", "epoch": 93, "iter": 800, "lr": 0.00799, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.95625, "top5_acc": 1.0, "loss_cls": 0.19015, "loss": 0.19015, "time": 0.45196} +{"mode": "train", "epoch": 93, "iter": 900, "lr": 0.00797, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.9725, "top5_acc": 0.99938, "loss_cls": 0.16164, "loss": 0.16164, "time": 0.44467} +{"mode": "train", "epoch": 93, "iter": 1000, "lr": 0.00795, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.97, "top5_acc": 1.0, "loss_cls": 0.15293, "loss": 0.15293, "time": 0.43303} +{"mode": "train", "epoch": 93, "iter": 1100, "lr": 0.00793, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.96875, "top5_acc": 0.99938, "loss_cls": 0.15629, "loss": 0.15629, "time": 0.42642} +{"mode": "train", "epoch": 93, "iter": 1200, "lr": 0.00791, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.95312, "top5_acc": 0.99875, "loss_cls": 0.20961, "loss": 0.20961, "time": 0.4028} +{"mode": "val", "epoch": 93, "iter": 533, "lr": 0.0079, "top1_acc": 0.90248, "top5_acc": 0.99531, "mean_class_accuracy": 0.87294} +{"mode": "train", "epoch": 94, "iter": 100, "lr": 0.00788, "memory": 4120, "data_time": 0.20016, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.13101, "loss": 0.13101, "time": 0.62721} +{"mode": "train", "epoch": 94, "iter": 200, "lr": 0.00786, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.96062, "top5_acc": 0.99938, "loss_cls": 0.17127, "loss": 0.17127, "time": 0.42734} +{"mode": "train", "epoch": 94, "iter": 300, "lr": 0.00784, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.18211, "loss": 0.18211, "time": 0.42603} +{"mode": "train", "epoch": 94, "iter": 400, "lr": 0.00782, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.97, "top5_acc": 0.99875, "loss_cls": 0.15011, "loss": 0.15011, "time": 0.42574} +{"mode": "train", "epoch": 94, "iter": 500, "lr": 0.0078, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.96188, "top5_acc": 0.99938, "loss_cls": 0.17872, "loss": 0.17872, "time": 0.42652} +{"mode": "train", "epoch": 94, "iter": 600, "lr": 0.00778, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9625, "top5_acc": 1.0, "loss_cls": 0.17041, "loss": 0.17041, "time": 0.42671} +{"mode": "train", "epoch": 94, "iter": 700, "lr": 0.00777, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.17229, "loss": 0.17229, "time": 0.42536} +{"mode": "train", "epoch": 94, "iter": 800, "lr": 0.00775, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.1743, "loss": 0.1743, "time": 0.42623} +{"mode": "train", "epoch": 94, "iter": 900, "lr": 0.00773, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9525, "top5_acc": 1.0, "loss_cls": 0.2129, "loss": 0.2129, "time": 0.42702} +{"mode": "train", "epoch": 94, "iter": 1000, "lr": 0.00771, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.96562, "top5_acc": 1.0, "loss_cls": 0.17269, "loss": 0.17269, "time": 0.42686} +{"mode": "train", "epoch": 94, "iter": 1100, "lr": 0.00769, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.16742, "loss": 0.16742, "time": 0.4258} +{"mode": "train", "epoch": 94, "iter": 1200, "lr": 0.00767, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.9625, "top5_acc": 1.0, "loss_cls": 0.1976, "loss": 0.1976, "time": 0.40064} +{"mode": "val", "epoch": 94, "iter": 533, "lr": 0.00766, "top1_acc": 0.89778, "top5_acc": 0.99272, "mean_class_accuracy": 0.8623} +{"mode": "train", "epoch": 95, "iter": 100, "lr": 0.00764, "memory": 4120, "data_time": 0.17671, "top1_acc": 0.9525, "top5_acc": 0.99938, "loss_cls": 0.20417, "loss": 0.20417, "time": 0.60178} +{"mode": "train", "epoch": 95, "iter": 200, "lr": 0.00762, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.16995, "loss": 0.16995, "time": 0.42589} +{"mode": "train", "epoch": 95, "iter": 300, "lr": 0.0076, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.96125, "top5_acc": 1.0, "loss_cls": 0.17564, "loss": 0.17564, "time": 0.42595} +{"mode": "train", "epoch": 95, "iter": 400, "lr": 0.00758, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.96562, "top5_acc": 1.0, "loss_cls": 0.15933, "loss": 0.15933, "time": 0.42549} +{"mode": "train", "epoch": 95, "iter": 500, "lr": 0.00756, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.97312, "top5_acc": 0.99875, "loss_cls": 0.14146, "loss": 0.14146, "time": 0.42588} +{"mode": "train", "epoch": 95, "iter": 600, "lr": 0.00754, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.9475, "top5_acc": 1.0, "loss_cls": 0.2169, "loss": 0.2169, "time": 0.42636} +{"mode": "train", "epoch": 95, "iter": 700, "lr": 0.00752, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.9525, "top5_acc": 0.99875, "loss_cls": 0.19771, "loss": 0.19771, "time": 0.42658} +{"mode": "train", "epoch": 95, "iter": 800, "lr": 0.00751, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.96188, "top5_acc": 0.99938, "loss_cls": 0.18413, "loss": 0.18413, "time": 0.42665} +{"mode": "train", "epoch": 95, "iter": 900, "lr": 0.00749, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.96875, "top5_acc": 1.0, "loss_cls": 0.14221, "loss": 0.14221, "time": 0.42635} +{"mode": "train", "epoch": 95, "iter": 1000, "lr": 0.00747, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.18071, "loss": 0.18071, "time": 0.42619} +{"mode": "train", "epoch": 95, "iter": 1100, "lr": 0.00745, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.17136, "loss": 0.17136, "time": 0.4269} +{"mode": "train", "epoch": 95, "iter": 1200, "lr": 0.00743, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.97, "top5_acc": 0.99875, "loss_cls": 0.16228, "loss": 0.16228, "time": 0.40283} +{"mode": "val", "epoch": 95, "iter": 533, "lr": 0.00742, "top1_acc": 0.90072, "top5_acc": 0.99425, "mean_class_accuracy": 0.86506} +{"mode": "train", "epoch": 96, "iter": 100, "lr": 0.0074, "memory": 4120, "data_time": 0.17366, "top1_acc": 0.96562, "top5_acc": 1.0, "loss_cls": 0.16805, "loss": 0.16805, "time": 0.5982} +{"mode": "train", "epoch": 96, "iter": 200, "lr": 0.00738, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.13857, "loss": 0.13857, "time": 0.42633} +{"mode": "train", "epoch": 96, "iter": 300, "lr": 0.00736, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.12574, "loss": 0.12574, "time": 0.42537} +{"mode": "train", "epoch": 96, "iter": 400, "lr": 0.00734, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.12874, "loss": 0.12874, "time": 0.4252} +{"mode": "train", "epoch": 96, "iter": 500, "lr": 0.00732, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.12996, "loss": 0.12996, "time": 0.42624} +{"mode": "train", "epoch": 96, "iter": 600, "lr": 0.0073, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.9675, "top5_acc": 0.99938, "loss_cls": 0.17158, "loss": 0.17158, "time": 0.42576} +{"mode": "train", "epoch": 96, "iter": 700, "lr": 0.00729, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.95875, "top5_acc": 0.99938, "loss_cls": 0.17835, "loss": 0.17835, "time": 0.42562} +{"mode": "train", "epoch": 96, "iter": 800, "lr": 0.00727, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.96, "top5_acc": 0.99875, "loss_cls": 0.18223, "loss": 0.18223, "time": 0.42643} +{"mode": "train", "epoch": 96, "iter": 900, "lr": 0.00725, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.17756, "loss": 0.17756, "time": 0.42578} +{"mode": "train", "epoch": 96, "iter": 1000, "lr": 0.00723, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.17455, "loss": 0.17455, "time": 0.42597} +{"mode": "train", "epoch": 96, "iter": 1100, "lr": 0.00721, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.95938, "top5_acc": 1.0, "loss_cls": 0.17822, "loss": 0.17822, "time": 0.42659} +{"mode": "train", "epoch": 96, "iter": 1200, "lr": 0.00719, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.95938, "top5_acc": 0.99938, "loss_cls": 0.1964, "loss": 0.1964, "time": 0.40834} +{"mode": "val", "epoch": 96, "iter": 533, "lr": 0.00718, "top1_acc": 0.91445, "top5_acc": 0.99437, "mean_class_accuracy": 0.88095} +{"mode": "train", "epoch": 97, "iter": 100, "lr": 0.00716, "memory": 4120, "data_time": 0.17201, "top1_acc": 0.96875, "top5_acc": 1.0, "loss_cls": 0.15539, "loss": 0.15539, "time": 0.60359} +{"mode": "train", "epoch": 97, "iter": 200, "lr": 0.00714, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.96812, "top5_acc": 0.99938, "loss_cls": 0.15637, "loss": 0.15637, "time": 0.43416} +{"mode": "train", "epoch": 97, "iter": 300, "lr": 0.00712, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.15819, "loss": 0.15819, "time": 0.43433} +{"mode": "train", "epoch": 97, "iter": 400, "lr": 0.0071, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9725, "top5_acc": 0.99875, "loss_cls": 0.14076, "loss": 0.14076, "time": 0.43549} +{"mode": "train", "epoch": 97, "iter": 500, "lr": 0.00709, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.96812, "top5_acc": 0.99938, "loss_cls": 0.16148, "loss": 0.16148, "time": 0.43421} +{"mode": "train", "epoch": 97, "iter": 600, "lr": 0.00707, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.11476, "loss": 0.11476, "time": 0.4338} +{"mode": "train", "epoch": 97, "iter": 700, "lr": 0.00705, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.13477, "loss": 0.13477, "time": 0.43415} +{"mode": "train", "epoch": 97, "iter": 800, "lr": 0.00703, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.14924, "loss": 0.14924, "time": 0.43379} +{"mode": "train", "epoch": 97, "iter": 900, "lr": 0.00701, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.15174, "loss": 0.15174, "time": 0.43364} +{"mode": "train", "epoch": 97, "iter": 1000, "lr": 0.00699, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.96875, "top5_acc": 1.0, "loss_cls": 0.15582, "loss": 0.15582, "time": 0.4336} +{"mode": "train", "epoch": 97, "iter": 1100, "lr": 0.00698, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.95875, "top5_acc": 0.99938, "loss_cls": 0.18803, "loss": 0.18803, "time": 0.43506} +{"mode": "train", "epoch": 97, "iter": 1200, "lr": 0.00696, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.95625, "top5_acc": 0.99875, "loss_cls": 0.19471, "loss": 0.19471, "time": 0.42539} +{"mode": "val", "epoch": 97, "iter": 533, "lr": 0.00694, "top1_acc": 0.90881, "top5_acc": 0.99319, "mean_class_accuracy": 0.86962} +{"mode": "train", "epoch": 98, "iter": 100, "lr": 0.00692, "memory": 4120, "data_time": 0.17552, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.12478, "loss": 0.12478, "time": 0.60117} +{"mode": "train", "epoch": 98, "iter": 200, "lr": 0.00691, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.14843, "loss": 0.14843, "time": 0.42552} +{"mode": "train", "epoch": 98, "iter": 300, "lr": 0.00689, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98375, "top5_acc": 0.99938, "loss_cls": 0.11971, "loss": 0.11971, "time": 0.42604} +{"mode": "train", "epoch": 98, "iter": 400, "lr": 0.00687, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.13211, "loss": 0.13211, "time": 0.42609} +{"mode": "train", "epoch": 98, "iter": 500, "lr": 0.00685, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.15558, "loss": 0.15558, "time": 0.42637} +{"mode": "train", "epoch": 98, "iter": 600, "lr": 0.00683, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.96375, "top5_acc": 0.99938, "loss_cls": 0.17338, "loss": 0.17338, "time": 0.42661} +{"mode": "train", "epoch": 98, "iter": 700, "lr": 0.00681, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.11014, "loss": 0.11014, "time": 0.42569} +{"mode": "train", "epoch": 98, "iter": 800, "lr": 0.0068, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.16532, "loss": 0.16532, "time": 0.42599} +{"mode": "train", "epoch": 98, "iter": 900, "lr": 0.00678, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.96188, "top5_acc": 0.99875, "loss_cls": 0.18145, "loss": 0.18145, "time": 0.42593} +{"mode": "train", "epoch": 98, "iter": 1000, "lr": 0.00676, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.17359, "loss": 0.17359, "time": 0.42558} +{"mode": "train", "epoch": 98, "iter": 1100, "lr": 0.00674, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.17098, "loss": 0.17098, "time": 0.42721} +{"mode": "train", "epoch": 98, "iter": 1200, "lr": 0.00672, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.96562, "top5_acc": 1.0, "loss_cls": 0.15285, "loss": 0.15285, "time": 0.41495} +{"mode": "val", "epoch": 98, "iter": 533, "lr": 0.00671, "top1_acc": 0.90893, "top5_acc": 0.99296, "mean_class_accuracy": 0.87668} +{"mode": "train", "epoch": 99, "iter": 100, "lr": 0.00669, "memory": 4120, "data_time": 0.17612, "top1_acc": 0.96562, "top5_acc": 1.0, "loss_cls": 0.14281, "loss": 0.14281, "time": 0.60306} +{"mode": "train", "epoch": 99, "iter": 200, "lr": 0.00667, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.97188, "top5_acc": 0.99938, "loss_cls": 0.14353, "loss": 0.14353, "time": 0.42603} +{"mode": "train", "epoch": 99, "iter": 300, "lr": 0.00665, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.12739, "loss": 0.12739, "time": 0.42634} +{"mode": "train", "epoch": 99, "iter": 400, "lr": 0.00664, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.12591, "loss": 0.12591, "time": 0.42645} +{"mode": "train", "epoch": 99, "iter": 500, "lr": 0.00662, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.10807, "loss": 0.10807, "time": 0.42633} +{"mode": "train", "epoch": 99, "iter": 600, "lr": 0.0066, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.12195, "loss": 0.12195, "time": 0.42621} +{"mode": "train", "epoch": 99, "iter": 700, "lr": 0.00658, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.1428, "loss": 0.1428, "time": 0.42669} +{"mode": "train", "epoch": 99, "iter": 800, "lr": 0.00656, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.96625, "top5_acc": 1.0, "loss_cls": 0.15695, "loss": 0.15695, "time": 0.42683} +{"mode": "train", "epoch": 99, "iter": 900, "lr": 0.00655, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.96688, "top5_acc": 0.99938, "loss_cls": 0.14894, "loss": 0.14894, "time": 0.42569} +{"mode": "train", "epoch": 99, "iter": 1000, "lr": 0.00653, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.13897, "loss": 0.13897, "time": 0.42603} +{"mode": "train", "epoch": 99, "iter": 1100, "lr": 0.00651, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.1551, "loss": 0.1551, "time": 0.42661} +{"mode": "train", "epoch": 99, "iter": 1200, "lr": 0.00649, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.14642, "loss": 0.14642, "time": 0.41901} +{"mode": "val", "epoch": 99, "iter": 533, "lr": 0.00648, "top1_acc": 0.9175, "top5_acc": 0.99425, "mean_class_accuracy": 0.89245} +{"mode": "train", "epoch": 100, "iter": 100, "lr": 0.00646, "memory": 4120, "data_time": 0.17898, "top1_acc": 0.97812, "top5_acc": 0.99938, "loss_cls": 0.1278, "loss": 0.1278, "time": 0.60567} +{"mode": "train", "epoch": 100, "iter": 200, "lr": 0.00644, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.11117, "loss": 0.11117, "time": 0.42735} +{"mode": "train", "epoch": 100, "iter": 300, "lr": 0.00642, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.11975, "loss": 0.11975, "time": 0.42596} +{"mode": "train", "epoch": 100, "iter": 400, "lr": 0.00641, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.11247, "loss": 0.11247, "time": 0.42655} +{"mode": "train", "epoch": 100, "iter": 500, "lr": 0.00639, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.13363, "loss": 0.13363, "time": 0.42691} +{"mode": "train", "epoch": 100, "iter": 600, "lr": 0.00637, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.12819, "loss": 0.12819, "time": 0.42586} +{"mode": "train", "epoch": 100, "iter": 700, "lr": 0.00635, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.13599, "loss": 0.13599, "time": 0.42552} +{"mode": "train", "epoch": 100, "iter": 800, "lr": 0.00634, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.13599, "loss": 0.13599, "time": 0.42649} +{"mode": "train", "epoch": 100, "iter": 900, "lr": 0.00632, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.16182, "loss": 0.16182, "time": 0.4259} +{"mode": "train", "epoch": 100, "iter": 1000, "lr": 0.0063, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.96, "top5_acc": 0.99938, "loss_cls": 0.19282, "loss": 0.19282, "time": 0.42639} +{"mode": "train", "epoch": 100, "iter": 1100, "lr": 0.00628, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.96625, "top5_acc": 1.0, "loss_cls": 0.16156, "loss": 0.16156, "time": 0.42696} +{"mode": "train", "epoch": 100, "iter": 1200, "lr": 0.00626, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.16181, "loss": 0.16181, "time": 0.42015} +{"mode": "val", "epoch": 100, "iter": 533, "lr": 0.00625, "top1_acc": 0.90905, "top5_acc": 0.99284, "mean_class_accuracy": 0.8769} +{"mode": "train", "epoch": 101, "iter": 100, "lr": 0.00623, "memory": 4120, "data_time": 0.17219, "top1_acc": 0.97375, "top5_acc": 0.99938, "loss_cls": 0.12525, "loss": 0.12525, "time": 0.5982} +{"mode": "train", "epoch": 101, "iter": 200, "lr": 0.00621, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.11353, "loss": 0.11353, "time": 0.4261} +{"mode": "train", "epoch": 101, "iter": 300, "lr": 0.0062, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.14068, "loss": 0.14068, "time": 0.42545} +{"mode": "train", "epoch": 101, "iter": 400, "lr": 0.00618, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.14235, "loss": 0.14235, "time": 0.42674} +{"mode": "train", "epoch": 101, "iter": 500, "lr": 0.00616, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.13344, "loss": 0.13344, "time": 0.42661} +{"mode": "train", "epoch": 101, "iter": 600, "lr": 0.00614, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.14871, "loss": 0.14871, "time": 0.4263} +{"mode": "train", "epoch": 101, "iter": 700, "lr": 0.00613, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.10607, "loss": 0.10607, "time": 0.42574} +{"mode": "train", "epoch": 101, "iter": 800, "lr": 0.00611, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.0977, "loss": 0.0977, "time": 0.42649} +{"mode": "train", "epoch": 101, "iter": 900, "lr": 0.00609, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.13304, "loss": 0.13304, "time": 0.42592} +{"mode": "train", "epoch": 101, "iter": 1000, "lr": 0.00607, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.16981, "loss": 0.16981, "time": 0.42531} +{"mode": "train", "epoch": 101, "iter": 1100, "lr": 0.00606, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.13399, "loss": 0.13399, "time": 0.42655} +{"mode": "train", "epoch": 101, "iter": 1200, "lr": 0.00604, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.1206, "loss": 0.1206, "time": 0.42357} +{"mode": "val", "epoch": 101, "iter": 533, "lr": 0.00602, "top1_acc": 0.92583, "top5_acc": 0.99437, "mean_class_accuracy": 0.89597} +{"mode": "train", "epoch": 102, "iter": 100, "lr": 0.00601, "memory": 4120, "data_time": 0.17538, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.09483, "loss": 0.09483, "time": 0.60098} +{"mode": "train", "epoch": 102, "iter": 200, "lr": 0.00599, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.11235, "loss": 0.11235, "time": 0.4264} +{"mode": "train", "epoch": 102, "iter": 300, "lr": 0.00597, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.09649, "loss": 0.09649, "time": 0.42575} +{"mode": "train", "epoch": 102, "iter": 400, "lr": 0.00596, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.12478, "loss": 0.12478, "time": 0.4268} +{"mode": "train", "epoch": 102, "iter": 500, "lr": 0.00594, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.12632, "loss": 0.12632, "time": 0.42611} +{"mode": "train", "epoch": 102, "iter": 600, "lr": 0.00592, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.10518, "loss": 0.10518, "time": 0.42629} +{"mode": "train", "epoch": 102, "iter": 700, "lr": 0.0059, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.11729, "loss": 0.11729, "time": 0.42559} +{"mode": "train", "epoch": 102, "iter": 800, "lr": 0.00589, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.14156, "loss": 0.14156, "time": 0.42601} +{"mode": "train", "epoch": 102, "iter": 900, "lr": 0.00587, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.12757, "loss": 0.12757, "time": 0.42595} +{"mode": "train", "epoch": 102, "iter": 1000, "lr": 0.00585, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.13267, "loss": 0.13267, "time": 0.42674} +{"mode": "train", "epoch": 102, "iter": 1100, "lr": 0.00583, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.14579, "loss": 0.14579, "time": 0.42644} +{"mode": "train", "epoch": 102, "iter": 1200, "lr": 0.00582, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.13565, "loss": 0.13565, "time": 0.41705} +{"mode": "val", "epoch": 102, "iter": 533, "lr": 0.0058, "top1_acc": 0.91585, "top5_acc": 0.99366, "mean_class_accuracy": 0.88581} +{"mode": "train", "epoch": 103, "iter": 100, "lr": 0.00579, "memory": 4120, "data_time": 0.17422, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.10686, "loss": 0.10686, "time": 0.59958} +{"mode": "train", "epoch": 103, "iter": 200, "lr": 0.00577, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.10133, "loss": 0.10133, "time": 0.42579} +{"mode": "train", "epoch": 103, "iter": 300, "lr": 0.00575, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.10519, "loss": 0.10519, "time": 0.42672} +{"mode": "train", "epoch": 103, "iter": 400, "lr": 0.00573, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.11585, "loss": 0.11585, "time": 0.42557} +{"mode": "train", "epoch": 103, "iter": 500, "lr": 0.00572, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.10267, "loss": 0.10267, "time": 0.42664} +{"mode": "train", "epoch": 103, "iter": 600, "lr": 0.0057, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.13971, "loss": 0.13971, "time": 0.42589} +{"mode": "train", "epoch": 103, "iter": 700, "lr": 0.00568, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.12612, "loss": 0.12612, "time": 0.42676} +{"mode": "train", "epoch": 103, "iter": 800, "lr": 0.00566, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.97125, "top5_acc": 0.99938, "loss_cls": 0.1327, "loss": 0.1327, "time": 0.4265} +{"mode": "train", "epoch": 103, "iter": 900, "lr": 0.00565, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97938, "top5_acc": 0.99938, "loss_cls": 0.12208, "loss": 0.12208, "time": 0.42612} +{"mode": "train", "epoch": 103, "iter": 1000, "lr": 0.00563, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.08244, "loss": 0.08244, "time": 0.42605} +{"mode": "train", "epoch": 103, "iter": 1100, "lr": 0.00561, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.10419, "loss": 0.10419, "time": 0.42686} +{"mode": "train", "epoch": 103, "iter": 1200, "lr": 0.0056, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.96688, "top5_acc": 0.99938, "loss_cls": 0.16419, "loss": 0.16419, "time": 0.42667} +{"mode": "val", "epoch": 103, "iter": 533, "lr": 0.00558, "top1_acc": 0.9121, "top5_acc": 0.99507, "mean_class_accuracy": 0.89008} +{"mode": "train", "epoch": 104, "iter": 100, "lr": 0.00557, "memory": 4120, "data_time": 0.1736, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.10795, "loss": 0.10795, "time": 0.60724} +{"mode": "train", "epoch": 104, "iter": 200, "lr": 0.00555, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.11335, "loss": 0.11335, "time": 0.43427} +{"mode": "train", "epoch": 104, "iter": 300, "lr": 0.00553, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.12791, "loss": 0.12791, "time": 0.4336} +{"mode": "train", "epoch": 104, "iter": 400, "lr": 0.00551, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.12804, "loss": 0.12804, "time": 0.43418} +{"mode": "train", "epoch": 104, "iter": 500, "lr": 0.0055, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.11792, "loss": 0.11792, "time": 0.43454} +{"mode": "train", "epoch": 104, "iter": 600, "lr": 0.00548, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.12169, "loss": 0.12169, "time": 0.4339} +{"mode": "train", "epoch": 104, "iter": 700, "lr": 0.00546, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.11658, "loss": 0.11658, "time": 0.43407} +{"mode": "train", "epoch": 104, "iter": 800, "lr": 0.00545, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.11394, "loss": 0.11394, "time": 0.43443} +{"mode": "train", "epoch": 104, "iter": 900, "lr": 0.00543, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.10932, "loss": 0.10932, "time": 0.43436} +{"mode": "train", "epoch": 104, "iter": 1000, "lr": 0.00541, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.97375, "top5_acc": 0.99938, "loss_cls": 0.1365, "loss": 0.1365, "time": 0.4333} +{"mode": "train", "epoch": 104, "iter": 1100, "lr": 0.0054, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.12284, "loss": 0.12284, "time": 0.43421} +{"mode": "train", "epoch": 104, "iter": 1200, "lr": 0.00538, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.965, "top5_acc": 0.99875, "loss_cls": 0.16308, "loss": 0.16308, "time": 0.43386} +{"mode": "val", "epoch": 104, "iter": 533, "lr": 0.00537, "top1_acc": 0.91445, "top5_acc": 0.99484, "mean_class_accuracy": 0.88954} +{"mode": "train", "epoch": 105, "iter": 100, "lr": 0.00535, "memory": 4120, "data_time": 0.17522, "top1_acc": 0.98062, "top5_acc": 0.99938, "loss_cls": 0.11126, "loss": 0.11126, "time": 0.60973} +{"mode": "train", "epoch": 105, "iter": 200, "lr": 0.00533, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.12676, "loss": 0.12676, "time": 0.43408} +{"mode": "train", "epoch": 105, "iter": 300, "lr": 0.00532, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.10493, "loss": 0.10493, "time": 0.43411} +{"mode": "train", "epoch": 105, "iter": 400, "lr": 0.0053, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.09484, "loss": 0.09484, "time": 0.43343} +{"mode": "train", "epoch": 105, "iter": 500, "lr": 0.00528, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.08279, "loss": 0.08279, "time": 0.43425} +{"mode": "train", "epoch": 105, "iter": 600, "lr": 0.00527, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.09441, "loss": 0.09441, "time": 0.43385} +{"mode": "train", "epoch": 105, "iter": 700, "lr": 0.00525, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.10224, "loss": 0.10224, "time": 0.43357} +{"mode": "train", "epoch": 105, "iter": 800, "lr": 0.00523, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.10424, "loss": 0.10424, "time": 0.43368} +{"mode": "train", "epoch": 105, "iter": 900, "lr": 0.00522, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.11509, "loss": 0.11509, "time": 0.43424} +{"mode": "train", "epoch": 105, "iter": 1000, "lr": 0.0052, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.14025, "loss": 0.14025, "time": 0.43447} +{"mode": "train", "epoch": 105, "iter": 1100, "lr": 0.00518, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98625, "top5_acc": 0.99938, "loss_cls": 0.08938, "loss": 0.08938, "time": 0.4334} +{"mode": "train", "epoch": 105, "iter": 1200, "lr": 0.00517, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.12252, "loss": 0.12252, "time": 0.43398} +{"mode": "val", "epoch": 105, "iter": 533, "lr": 0.00515, "top1_acc": 0.90353, "top5_acc": 0.99437, "mean_class_accuracy": 0.87658} +{"mode": "train", "epoch": 106, "iter": 100, "lr": 0.00514, "memory": 4120, "data_time": 0.1734, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.11097, "loss": 0.11097, "time": 0.59832} +{"mode": "train", "epoch": 106, "iter": 200, "lr": 0.00512, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.10878, "loss": 0.10878, "time": 0.42602} +{"mode": "train", "epoch": 106, "iter": 300, "lr": 0.0051, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.12959, "loss": 0.12959, "time": 0.42615} +{"mode": "train", "epoch": 106, "iter": 400, "lr": 0.00509, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.11448, "loss": 0.11448, "time": 0.42551} +{"mode": "train", "epoch": 106, "iter": 500, "lr": 0.00507, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.10283, "loss": 0.10283, "time": 0.42598} +{"mode": "train", "epoch": 106, "iter": 600, "lr": 0.00505, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.10664, "loss": 0.10664, "time": 0.42608} +{"mode": "train", "epoch": 106, "iter": 700, "lr": 0.00504, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97625, "top5_acc": 0.99938, "loss_cls": 0.12473, "loss": 0.12473, "time": 0.42567} +{"mode": "train", "epoch": 106, "iter": 800, "lr": 0.00502, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.11274, "loss": 0.11274, "time": 0.42608} +{"mode": "train", "epoch": 106, "iter": 900, "lr": 0.005, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.12293, "loss": 0.12293, "time": 0.42621} +{"mode": "train", "epoch": 106, "iter": 1000, "lr": 0.00499, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.11297, "loss": 0.11297, "time": 0.42547} +{"mode": "train", "epoch": 106, "iter": 1100, "lr": 0.00497, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.1324, "loss": 0.1324, "time": 0.42562} +{"mode": "train", "epoch": 106, "iter": 1200, "lr": 0.00496, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.1086, "loss": 0.1086, "time": 0.42635} +{"mode": "val", "epoch": 106, "iter": 533, "lr": 0.00494, "top1_acc": 0.91445, "top5_acc": 0.99366, "mean_class_accuracy": 0.89222} +{"mode": "train", "epoch": 107, "iter": 100, "lr": 0.00493, "memory": 4120, "data_time": 0.17341, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.08992, "loss": 0.08992, "time": 0.59867} +{"mode": "train", "epoch": 107, "iter": 200, "lr": 0.00491, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.11526, "loss": 0.11526, "time": 0.42578} +{"mode": "train", "epoch": 107, "iter": 300, "lr": 0.00489, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.12176, "loss": 0.12176, "time": 0.42538} +{"mode": "train", "epoch": 107, "iter": 400, "lr": 0.00488, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08709, "loss": 0.08709, "time": 0.42541} +{"mode": "train", "epoch": 107, "iter": 500, "lr": 0.00486, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.0942, "loss": 0.0942, "time": 0.4261} +{"mode": "train", "epoch": 107, "iter": 600, "lr": 0.00485, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.96625, "top5_acc": 1.0, "loss_cls": 0.14374, "loss": 0.14374, "time": 0.42479} +{"mode": "train", "epoch": 107, "iter": 700, "lr": 0.00483, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.15175, "loss": 0.15175, "time": 0.42626} +{"mode": "train", "epoch": 107, "iter": 800, "lr": 0.00481, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.12596, "loss": 0.12596, "time": 0.42604} +{"mode": "train", "epoch": 107, "iter": 900, "lr": 0.0048, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.13348, "loss": 0.13348, "time": 0.42542} +{"mode": "train", "epoch": 107, "iter": 1000, "lr": 0.00478, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.10222, "loss": 0.10222, "time": 0.42607} +{"mode": "train", "epoch": 107, "iter": 1100, "lr": 0.00476, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.10555, "loss": 0.10555, "time": 0.42593} +{"mode": "train", "epoch": 107, "iter": 1200, "lr": 0.00475, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.10398, "loss": 0.10398, "time": 0.42602} +{"mode": "val", "epoch": 107, "iter": 533, "lr": 0.00474, "top1_acc": 0.91902, "top5_acc": 0.99472, "mean_class_accuracy": 0.88761} +{"mode": "train", "epoch": 108, "iter": 100, "lr": 0.00472, "memory": 4120, "data_time": 0.17432, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.09068, "loss": 0.09068, "time": 0.60078} +{"mode": "train", "epoch": 108, "iter": 200, "lr": 0.0047, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.10033, "loss": 0.10033, "time": 0.42646} +{"mode": "train", "epoch": 108, "iter": 300, "lr": 0.00469, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07688, "loss": 0.07688, "time": 0.42558} +{"mode": "train", "epoch": 108, "iter": 400, "lr": 0.00467, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08489, "loss": 0.08489, "time": 0.4261} +{"mode": "train", "epoch": 108, "iter": 500, "lr": 0.00466, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07182, "loss": 0.07182, "time": 0.42581} +{"mode": "train", "epoch": 108, "iter": 600, "lr": 0.00464, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.1057, "loss": 0.1057, "time": 0.42597} +{"mode": "train", "epoch": 108, "iter": 700, "lr": 0.00462, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.0741, "loss": 0.0741, "time": 0.42741} +{"mode": "train", "epoch": 108, "iter": 800, "lr": 0.00461, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.08289, "loss": 0.08289, "time": 0.42573} +{"mode": "train", "epoch": 108, "iter": 900, "lr": 0.00459, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.09955, "loss": 0.09955, "time": 0.4263} +{"mode": "train", "epoch": 108, "iter": 1000, "lr": 0.00458, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.98, "top5_acc": 0.99938, "loss_cls": 0.10757, "loss": 0.10757, "time": 0.42629} +{"mode": "train", "epoch": 108, "iter": 1100, "lr": 0.00456, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.09133, "loss": 0.09133, "time": 0.42612} +{"mode": "train", "epoch": 108, "iter": 1200, "lr": 0.00455, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.08129, "loss": 0.08129, "time": 0.42724} +{"mode": "val", "epoch": 108, "iter": 533, "lr": 0.00453, "top1_acc": 0.92196, "top5_acc": 0.99589, "mean_class_accuracy": 0.89729} +{"mode": "train", "epoch": 109, "iter": 100, "lr": 0.00452, "memory": 4120, "data_time": 0.17652, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08919, "loss": 0.08919, "time": 0.60886} +{"mode": "train", "epoch": 109, "iter": 200, "lr": 0.0045, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07137, "loss": 0.07137, "time": 0.43347} +{"mode": "train", "epoch": 109, "iter": 300, "lr": 0.00449, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.08857, "loss": 0.08857, "time": 0.43394} +{"mode": "train", "epoch": 109, "iter": 400, "lr": 0.00447, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06252, "loss": 0.06252, "time": 0.43383} +{"mode": "train", "epoch": 109, "iter": 500, "lr": 0.00445, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08145, "loss": 0.08145, "time": 0.43298} +{"mode": "train", "epoch": 109, "iter": 600, "lr": 0.00444, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07272, "loss": 0.07272, "time": 0.43431} +{"mode": "train", "epoch": 109, "iter": 700, "lr": 0.00442, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.07595, "loss": 0.07595, "time": 0.43431} +{"mode": "train", "epoch": 109, "iter": 800, "lr": 0.00441, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.1004, "loss": 0.1004, "time": 0.43396} +{"mode": "train", "epoch": 109, "iter": 900, "lr": 0.00439, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.0993, "loss": 0.0993, "time": 0.43414} +{"mode": "train", "epoch": 109, "iter": 1000, "lr": 0.00438, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.09883, "loss": 0.09883, "time": 0.43412} +{"mode": "train", "epoch": 109, "iter": 1100, "lr": 0.00436, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.98375, "top5_acc": 0.99938, "loss_cls": 0.0958, "loss": 0.0958, "time": 0.43475} +{"mode": "train", "epoch": 109, "iter": 1200, "lr": 0.00434, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.10893, "loss": 0.10893, "time": 0.43398} +{"mode": "val", "epoch": 109, "iter": 533, "lr": 0.00433, "top1_acc": 0.92524, "top5_acc": 0.99437, "mean_class_accuracy": 0.90417} +{"mode": "train", "epoch": 110, "iter": 100, "lr": 0.00432, "memory": 4120, "data_time": 0.17086, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07535, "loss": 0.07535, "time": 0.60599} +{"mode": "train", "epoch": 110, "iter": 200, "lr": 0.0043, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.07305, "loss": 0.07305, "time": 0.4342} +{"mode": "train", "epoch": 110, "iter": 300, "lr": 0.00429, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08428, "loss": 0.08428, "time": 0.43404} +{"mode": "train", "epoch": 110, "iter": 400, "lr": 0.00427, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.09664, "loss": 0.09664, "time": 0.43365} +{"mode": "train", "epoch": 110, "iter": 500, "lr": 0.00426, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.08425, "loss": 0.08425, "time": 0.43414} +{"mode": "train", "epoch": 110, "iter": 600, "lr": 0.00424, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07343, "loss": 0.07343, "time": 0.43389} +{"mode": "train", "epoch": 110, "iter": 700, "lr": 0.00422, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.10242, "loss": 0.10242, "time": 0.43399} +{"mode": "train", "epoch": 110, "iter": 800, "lr": 0.00421, "memory": 4120, "data_time": 0.00023, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.08262, "loss": 0.08262, "time": 0.43407} +{"mode": "train", "epoch": 110, "iter": 900, "lr": 0.00419, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.08073, "loss": 0.08073, "time": 0.43428} +{"mode": "train", "epoch": 110, "iter": 1000, "lr": 0.00418, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.09371, "loss": 0.09371, "time": 0.43464} +{"mode": "train", "epoch": 110, "iter": 1100, "lr": 0.00416, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.11055, "loss": 0.11055, "time": 0.43419} +{"mode": "train", "epoch": 110, "iter": 1200, "lr": 0.00415, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.11252, "loss": 0.11252, "time": 0.43425} +{"mode": "val", "epoch": 110, "iter": 533, "lr": 0.00414, "top1_acc": 0.91996, "top5_acc": 0.99401, "mean_class_accuracy": 0.89247} +{"mode": "train", "epoch": 111, "iter": 100, "lr": 0.00412, "memory": 4120, "data_time": 0.17356, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.09012, "loss": 0.09012, "time": 0.59926} +{"mode": "train", "epoch": 111, "iter": 200, "lr": 0.00411, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07545, "loss": 0.07545, "time": 0.42629} +{"mode": "train", "epoch": 111, "iter": 300, "lr": 0.00409, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.11477, "loss": 0.11477, "time": 0.42719} +{"mode": "train", "epoch": 111, "iter": 400, "lr": 0.00408, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.07401, "loss": 0.07401, "time": 0.42593} +{"mode": "train", "epoch": 111, "iter": 500, "lr": 0.00406, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.09175, "loss": 0.09175, "time": 0.42615} +{"mode": "train", "epoch": 111, "iter": 600, "lr": 0.00405, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.08359, "loss": 0.08359, "time": 0.42602} +{"mode": "train", "epoch": 111, "iter": 700, "lr": 0.00403, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07026, "loss": 0.07026, "time": 0.42611} +{"mode": "train", "epoch": 111, "iter": 800, "lr": 0.00402, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.07793, "loss": 0.07793, "time": 0.42591} +{"mode": "train", "epoch": 111, "iter": 900, "lr": 0.004, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.09233, "loss": 0.09233, "time": 0.42653} +{"mode": "train", "epoch": 111, "iter": 1000, "lr": 0.00399, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.1024, "loss": 0.1024, "time": 0.42637} +{"mode": "train", "epoch": 111, "iter": 1100, "lr": 0.00397, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.08838, "loss": 0.08838, "time": 0.42731} +{"mode": "train", "epoch": 111, "iter": 1200, "lr": 0.00396, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.08706, "loss": 0.08706, "time": 0.43398} +{"mode": "val", "epoch": 111, "iter": 533, "lr": 0.00394, "top1_acc": 0.92912, "top5_acc": 0.99566, "mean_class_accuracy": 0.90694} +{"mode": "train", "epoch": 112, "iter": 100, "lr": 0.00393, "memory": 4120, "data_time": 0.17894, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.08555, "loss": 0.08555, "time": 0.61282} +{"mode": "train", "epoch": 112, "iter": 200, "lr": 0.00391, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.07079, "loss": 0.07079, "time": 0.43386} +{"mode": "train", "epoch": 112, "iter": 300, "lr": 0.0039, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07348, "loss": 0.07348, "time": 0.43362} +{"mode": "train", "epoch": 112, "iter": 400, "lr": 0.00388, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.07345, "loss": 0.07345, "time": 0.43431} +{"mode": "train", "epoch": 112, "iter": 500, "lr": 0.00387, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.07437, "loss": 0.07437, "time": 0.43361} +{"mode": "train", "epoch": 112, "iter": 600, "lr": 0.00385, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.985, "top5_acc": 0.99938, "loss_cls": 0.08907, "loss": 0.08907, "time": 0.43361} +{"mode": "train", "epoch": 112, "iter": 700, "lr": 0.00384, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.09182, "loss": 0.09182, "time": 0.43354} +{"mode": "train", "epoch": 112, "iter": 800, "lr": 0.00382, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07632, "loss": 0.07632, "time": 0.434} +{"mode": "train", "epoch": 112, "iter": 900, "lr": 0.00381, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.07526, "loss": 0.07526, "time": 0.43421} +{"mode": "train", "epoch": 112, "iter": 1000, "lr": 0.0038, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.10176, "loss": 0.10176, "time": 0.43439} +{"mode": "train", "epoch": 112, "iter": 1100, "lr": 0.00378, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.09779, "loss": 0.09779, "time": 0.43479} +{"mode": "train", "epoch": 112, "iter": 1200, "lr": 0.00377, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.11489, "loss": 0.11489, "time": 0.43424} +{"mode": "val", "epoch": 112, "iter": 533, "lr": 0.00375, "top1_acc": 0.92278, "top5_acc": 0.99566, "mean_class_accuracy": 0.89668} +{"mode": "train", "epoch": 113, "iter": 100, "lr": 0.00374, "memory": 4120, "data_time": 0.17349, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.07332, "loss": 0.07332, "time": 0.60008} +{"mode": "train", "epoch": 113, "iter": 200, "lr": 0.00373, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06466, "loss": 0.06466, "time": 0.42612} +{"mode": "train", "epoch": 113, "iter": 300, "lr": 0.00371, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.0603, "loss": 0.0603, "time": 0.42593} +{"mode": "train", "epoch": 113, "iter": 400, "lr": 0.0037, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.07172, "loss": 0.07172, "time": 0.42567} +{"mode": "train", "epoch": 113, "iter": 500, "lr": 0.00368, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.06892, "loss": 0.06892, "time": 0.42583} +{"mode": "train", "epoch": 113, "iter": 600, "lr": 0.00367, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06675, "loss": 0.06675, "time": 0.42651} +{"mode": "train", "epoch": 113, "iter": 700, "lr": 0.00365, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.07392, "loss": 0.07392, "time": 0.42663} +{"mode": "train", "epoch": 113, "iter": 800, "lr": 0.00364, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07249, "loss": 0.07249, "time": 0.42527} +{"mode": "train", "epoch": 113, "iter": 900, "lr": 0.00362, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06502, "loss": 0.06502, "time": 0.42641} +{"mode": "train", "epoch": 113, "iter": 1000, "lr": 0.00361, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06893, "loss": 0.06893, "time": 0.42656} +{"mode": "train", "epoch": 113, "iter": 1100, "lr": 0.0036, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05663, "loss": 0.05663, "time": 0.43388} +{"mode": "train", "epoch": 113, "iter": 1200, "lr": 0.00358, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06122, "loss": 0.06122, "time": 0.43369} +{"mode": "val", "epoch": 113, "iter": 533, "lr": 0.00357, "top1_acc": 0.92747, "top5_acc": 0.99519, "mean_class_accuracy": 0.90374} +{"mode": "train", "epoch": 114, "iter": 100, "lr": 0.00355, "memory": 4120, "data_time": 0.17408, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05541, "loss": 0.05541, "time": 0.60766} +{"mode": "train", "epoch": 114, "iter": 200, "lr": 0.00354, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06704, "loss": 0.06704, "time": 0.4339} +{"mode": "train", "epoch": 114, "iter": 300, "lr": 0.00353, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05271, "loss": 0.05271, "time": 0.43443} +{"mode": "train", "epoch": 114, "iter": 400, "lr": 0.00351, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.0596, "loss": 0.0596, "time": 0.43419} +{"mode": "train", "epoch": 114, "iter": 500, "lr": 0.0035, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06503, "loss": 0.06503, "time": 0.43372} +{"mode": "train", "epoch": 114, "iter": 600, "lr": 0.00348, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.05791, "loss": 0.05791, "time": 0.43416} +{"mode": "train", "epoch": 114, "iter": 700, "lr": 0.00347, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.07115, "loss": 0.07115, "time": 0.43415} +{"mode": "train", "epoch": 114, "iter": 800, "lr": 0.00346, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05144, "loss": 0.05144, "time": 0.43421} +{"mode": "train", "epoch": 114, "iter": 900, "lr": 0.00344, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06281, "loss": 0.06281, "time": 0.43436} +{"mode": "train", "epoch": 114, "iter": 1000, "lr": 0.00343, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05609, "loss": 0.05609, "time": 0.43422} +{"mode": "train", "epoch": 114, "iter": 1100, "lr": 0.00341, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06574, "loss": 0.06574, "time": 0.43338} +{"mode": "train", "epoch": 114, "iter": 1200, "lr": 0.0034, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06605, "loss": 0.06605, "time": 0.43376} +{"mode": "val", "epoch": 114, "iter": 533, "lr": 0.00339, "top1_acc": 0.93076, "top5_acc": 0.99542, "mean_class_accuracy": 0.90178} +{"mode": "train", "epoch": 115, "iter": 100, "lr": 0.00337, "memory": 4120, "data_time": 0.1734, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06438, "loss": 0.06438, "time": 0.59854} +{"mode": "train", "epoch": 115, "iter": 200, "lr": 0.00336, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06223, "loss": 0.06223, "time": 0.426} +{"mode": "train", "epoch": 115, "iter": 300, "lr": 0.00335, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05584, "loss": 0.05584, "time": 0.42475} +{"mode": "train", "epoch": 115, "iter": 400, "lr": 0.00333, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05778, "loss": 0.05778, "time": 0.42616} +{"mode": "train", "epoch": 115, "iter": 500, "lr": 0.00332, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05479, "loss": 0.05479, "time": 0.42612} +{"mode": "train", "epoch": 115, "iter": 600, "lr": 0.0033, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06197, "loss": 0.06197, "time": 0.42609} +{"mode": "train", "epoch": 115, "iter": 700, "lr": 0.00329, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07446, "loss": 0.07446, "time": 0.42536} +{"mode": "train", "epoch": 115, "iter": 800, "lr": 0.00328, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05265, "loss": 0.05265, "time": 0.42604} +{"mode": "train", "epoch": 115, "iter": 900, "lr": 0.00326, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.07722, "loss": 0.07722, "time": 0.42627} +{"mode": "train", "epoch": 115, "iter": 1000, "lr": 0.00325, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07248, "loss": 0.07248, "time": 0.42576} +{"mode": "train", "epoch": 115, "iter": 1100, "lr": 0.00324, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06209, "loss": 0.06209, "time": 0.42561} +{"mode": "train", "epoch": 115, "iter": 1200, "lr": 0.00322, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.06956, "loss": 0.06956, "time": 0.425} +{"mode": "val", "epoch": 115, "iter": 533, "lr": 0.00321, "top1_acc": 0.92712, "top5_acc": 0.99542, "mean_class_accuracy": 0.89307} +{"mode": "train", "epoch": 116, "iter": 100, "lr": 0.0032, "memory": 4120, "data_time": 0.17392, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06597, "loss": 0.06597, "time": 0.59934} +{"mode": "train", "epoch": 116, "iter": 200, "lr": 0.00318, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04945, "loss": 0.04945, "time": 0.42564} +{"mode": "train", "epoch": 116, "iter": 300, "lr": 0.00317, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04783, "loss": 0.04783, "time": 0.42558} +{"mode": "train", "epoch": 116, "iter": 400, "lr": 0.00316, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.05963, "loss": 0.05963, "time": 0.42592} +{"mode": "train", "epoch": 116, "iter": 500, "lr": 0.00314, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05116, "loss": 0.05116, "time": 0.42591} +{"mode": "train", "epoch": 116, "iter": 600, "lr": 0.00313, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05356, "loss": 0.05356, "time": 0.42579} +{"mode": "train", "epoch": 116, "iter": 700, "lr": 0.00312, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05023, "loss": 0.05023, "time": 0.42564} +{"mode": "train", "epoch": 116, "iter": 800, "lr": 0.0031, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05776, "loss": 0.05776, "time": 0.42622} +{"mode": "train", "epoch": 116, "iter": 900, "lr": 0.00309, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06092, "loss": 0.06092, "time": 0.42587} +{"mode": "train", "epoch": 116, "iter": 1000, "lr": 0.00308, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.08436, "loss": 0.08436, "time": 0.42687} +{"mode": "train", "epoch": 116, "iter": 1100, "lr": 0.00306, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07041, "loss": 0.07041, "time": 0.42551} +{"mode": "train", "epoch": 116, "iter": 1200, "lr": 0.00305, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06252, "loss": 0.06252, "time": 0.42587} +{"mode": "val", "epoch": 116, "iter": 533, "lr": 0.00304, "top1_acc": 0.93287, "top5_acc": 0.99613, "mean_class_accuracy": 0.91144} +{"mode": "train", "epoch": 117, "iter": 100, "lr": 0.00302, "memory": 4120, "data_time": 0.1742, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05133, "loss": 0.05133, "time": 0.60014} +{"mode": "train", "epoch": 117, "iter": 200, "lr": 0.00301, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04632, "loss": 0.04632, "time": 0.42635} +{"mode": "train", "epoch": 117, "iter": 300, "lr": 0.003, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.055, "loss": 0.055, "time": 0.4252} +{"mode": "train", "epoch": 117, "iter": 400, "lr": 0.00298, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04369, "loss": 0.04369, "time": 0.42527} +{"mode": "train", "epoch": 117, "iter": 500, "lr": 0.00297, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04861, "loss": 0.04861, "time": 0.42565} +{"mode": "train", "epoch": 117, "iter": 600, "lr": 0.00296, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04657, "loss": 0.04657, "time": 0.42581} +{"mode": "train", "epoch": 117, "iter": 700, "lr": 0.00294, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03495, "loss": 0.03495, "time": 0.42596} +{"mode": "train", "epoch": 117, "iter": 800, "lr": 0.00293, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0397, "loss": 0.0397, "time": 0.42645} +{"mode": "train", "epoch": 117, "iter": 900, "lr": 0.00292, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03863, "loss": 0.03863, "time": 0.42624} +{"mode": "train", "epoch": 117, "iter": 1000, "lr": 0.00291, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04326, "loss": 0.04326, "time": 0.42592} +{"mode": "train", "epoch": 117, "iter": 1100, "lr": 0.00289, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.06826, "loss": 0.06826, "time": 0.42538} +{"mode": "train", "epoch": 117, "iter": 1200, "lr": 0.00288, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04408, "loss": 0.04408, "time": 0.42521} +{"mode": "val", "epoch": 117, "iter": 533, "lr": 0.00287, "top1_acc": 0.92923, "top5_acc": 0.99589, "mean_class_accuracy": 0.90914} +{"mode": "train", "epoch": 118, "iter": 100, "lr": 0.00286, "memory": 4120, "data_time": 0.17178, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04334, "loss": 0.04334, "time": 0.60591} +{"mode": "train", "epoch": 118, "iter": 200, "lr": 0.00284, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0451, "loss": 0.0451, "time": 0.43362} +{"mode": "train", "epoch": 118, "iter": 300, "lr": 0.00283, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03912, "loss": 0.03912, "time": 0.43486} +{"mode": "train", "epoch": 118, "iter": 400, "lr": 0.00282, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03733, "loss": 0.03733, "time": 0.43416} +{"mode": "train", "epoch": 118, "iter": 500, "lr": 0.0028, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04068, "loss": 0.04068, "time": 0.4346} +{"mode": "train", "epoch": 118, "iter": 600, "lr": 0.00279, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04229, "loss": 0.04229, "time": 0.43457} +{"mode": "train", "epoch": 118, "iter": 700, "lr": 0.00278, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04691, "loss": 0.04691, "time": 0.43452} +{"mode": "train", "epoch": 118, "iter": 800, "lr": 0.00277, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04429, "loss": 0.04429, "time": 0.43464} +{"mode": "train", "epoch": 118, "iter": 900, "lr": 0.00275, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.05531, "loss": 0.05531, "time": 0.43363} +{"mode": "train", "epoch": 118, "iter": 1000, "lr": 0.00274, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04517, "loss": 0.04517, "time": 0.43405} +{"mode": "train", "epoch": 118, "iter": 1100, "lr": 0.00273, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04649, "loss": 0.04649, "time": 0.43342} +{"mode": "train", "epoch": 118, "iter": 1200, "lr": 0.00271, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05438, "loss": 0.05438, "time": 0.43404} +{"mode": "val", "epoch": 118, "iter": 533, "lr": 0.0027, "top1_acc": 0.93135, "top5_acc": 0.99578, "mean_class_accuracy": 0.90354} +{"mode": "train", "epoch": 119, "iter": 100, "lr": 0.00269, "memory": 4120, "data_time": 0.17774, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04169, "loss": 0.04169, "time": 0.61246} +{"mode": "train", "epoch": 119, "iter": 200, "lr": 0.00268, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04964, "loss": 0.04964, "time": 0.43357} +{"mode": "train", "epoch": 119, "iter": 300, "lr": 0.00267, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04914, "loss": 0.04914, "time": 0.43335} +{"mode": "train", "epoch": 119, "iter": 400, "lr": 0.00265, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04282, "loss": 0.04282, "time": 0.43478} +{"mode": "train", "epoch": 119, "iter": 500, "lr": 0.00264, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05163, "loss": 0.05163, "time": 0.43382} +{"mode": "train", "epoch": 119, "iter": 600, "lr": 0.00263, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04706, "loss": 0.04706, "time": 0.43447} +{"mode": "train", "epoch": 119, "iter": 700, "lr": 0.00262, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04116, "loss": 0.04116, "time": 0.43467} +{"mode": "train", "epoch": 119, "iter": 800, "lr": 0.0026, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03465, "loss": 0.03465, "time": 0.43447} +{"mode": "train", "epoch": 119, "iter": 900, "lr": 0.00259, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04072, "loss": 0.04072, "time": 0.43403} +{"mode": "train", "epoch": 119, "iter": 1000, "lr": 0.00258, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04392, "loss": 0.04392, "time": 0.43387} +{"mode": "train", "epoch": 119, "iter": 1100, "lr": 0.00257, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04486, "loss": 0.04486, "time": 0.43396} +{"mode": "train", "epoch": 119, "iter": 1200, "lr": 0.00255, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04825, "loss": 0.04825, "time": 0.43356} +{"mode": "val", "epoch": 119, "iter": 533, "lr": 0.00254, "top1_acc": 0.92876, "top5_acc": 0.99531, "mean_class_accuracy": 0.90508} +{"mode": "train", "epoch": 120, "iter": 100, "lr": 0.00253, "memory": 4120, "data_time": 0.18056, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05559, "loss": 0.05559, "time": 0.60635} +{"mode": "train", "epoch": 120, "iter": 200, "lr": 0.00252, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.04874, "loss": 0.04874, "time": 0.42622} +{"mode": "train", "epoch": 120, "iter": 300, "lr": 0.00251, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04928, "loss": 0.04928, "time": 0.42579} +{"mode": "train", "epoch": 120, "iter": 400, "lr": 0.00249, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04284, "loss": 0.04284, "time": 0.42529} +{"mode": "train", "epoch": 120, "iter": 500, "lr": 0.00248, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04122, "loss": 0.04122, "time": 0.42634} +{"mode": "train", "epoch": 120, "iter": 600, "lr": 0.00247, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.044, "loss": 0.044, "time": 0.42575} +{"mode": "train", "epoch": 120, "iter": 700, "lr": 0.00246, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04252, "loss": 0.04252, "time": 0.42509} +{"mode": "train", "epoch": 120, "iter": 800, "lr": 0.00245, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04668, "loss": 0.04668, "time": 0.42491} +{"mode": "train", "epoch": 120, "iter": 900, "lr": 0.00243, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.04817, "loss": 0.04817, "time": 0.42572} +{"mode": "train", "epoch": 120, "iter": 1000, "lr": 0.00242, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04765, "loss": 0.04765, "time": 0.42574} +{"mode": "train", "epoch": 120, "iter": 1100, "lr": 0.00241, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05011, "loss": 0.05011, "time": 0.4261} +{"mode": "train", "epoch": 120, "iter": 1200, "lr": 0.0024, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05698, "loss": 0.05698, "time": 0.42508} +{"mode": "val", "epoch": 120, "iter": 533, "lr": 0.00239, "top1_acc": 0.93088, "top5_acc": 0.99542, "mean_class_accuracy": 0.90657} +{"mode": "train", "epoch": 121, "iter": 100, "lr": 0.00238, "memory": 4120, "data_time": 0.17236, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04687, "loss": 0.04687, "time": 0.60627} +{"mode": "train", "epoch": 121, "iter": 200, "lr": 0.00236, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.0483, "loss": 0.0483, "time": 0.4344} +{"mode": "train", "epoch": 121, "iter": 300, "lr": 0.00235, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.04819, "loss": 0.04819, "time": 0.43398} +{"mode": "train", "epoch": 121, "iter": 400, "lr": 0.00234, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0414, "loss": 0.0414, "time": 0.43464} +{"mode": "train", "epoch": 121, "iter": 500, "lr": 0.00233, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04116, "loss": 0.04116, "time": 0.43513} +{"mode": "train", "epoch": 121, "iter": 600, "lr": 0.00232, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04368, "loss": 0.04368, "time": 0.43452} +{"mode": "train", "epoch": 121, "iter": 700, "lr": 0.0023, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03516, "loss": 0.03516, "time": 0.43451} +{"mode": "train", "epoch": 121, "iter": 800, "lr": 0.00229, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03554, "loss": 0.03554, "time": 0.43373} +{"mode": "train", "epoch": 121, "iter": 900, "lr": 0.00228, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03778, "loss": 0.03778, "time": 0.43363} +{"mode": "train", "epoch": 121, "iter": 1000, "lr": 0.00227, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.04718, "loss": 0.04718, "time": 0.43351} +{"mode": "train", "epoch": 121, "iter": 1100, "lr": 0.00226, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04595, "loss": 0.04595, "time": 0.43426} +{"mode": "train", "epoch": 121, "iter": 1200, "lr": 0.00225, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.05623, "loss": 0.05623, "time": 0.43364} +{"mode": "val", "epoch": 121, "iter": 533, "lr": 0.00224, "top1_acc": 0.92712, "top5_acc": 0.99531, "mean_class_accuracy": 0.90201} +{"mode": "train", "epoch": 122, "iter": 100, "lr": 0.00222, "memory": 4120, "data_time": 0.17378, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.0457, "loss": 0.0457, "time": 0.59974} +{"mode": "train", "epoch": 122, "iter": 200, "lr": 0.00221, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04415, "loss": 0.04415, "time": 0.42536} +{"mode": "train", "epoch": 122, "iter": 300, "lr": 0.0022, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03612, "loss": 0.03612, "time": 0.42646} +{"mode": "train", "epoch": 122, "iter": 400, "lr": 0.00219, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04393, "loss": 0.04393, "time": 0.42731} +{"mode": "train", "epoch": 122, "iter": 500, "lr": 0.00218, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03858, "loss": 0.03858, "time": 0.42637} +{"mode": "train", "epoch": 122, "iter": 600, "lr": 0.00217, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04433, "loss": 0.04433, "time": 0.42576} +{"mode": "train", "epoch": 122, "iter": 700, "lr": 0.00215, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03461, "loss": 0.03461, "time": 0.42664} +{"mode": "train", "epoch": 122, "iter": 800, "lr": 0.00214, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03374, "loss": 0.03374, "time": 0.42583} +{"mode": "train", "epoch": 122, "iter": 900, "lr": 0.00213, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03431, "loss": 0.03431, "time": 0.4258} +{"mode": "train", "epoch": 122, "iter": 1000, "lr": 0.00212, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04142, "loss": 0.04142, "time": 0.42641} +{"mode": "train", "epoch": 122, "iter": 1100, "lr": 0.00211, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0355, "loss": 0.0355, "time": 0.42604} +{"mode": "train", "epoch": 122, "iter": 1200, "lr": 0.0021, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03933, "loss": 0.03933, "time": 0.42614} +{"mode": "val", "epoch": 122, "iter": 533, "lr": 0.00209, "top1_acc": 0.93745, "top5_acc": 0.99542, "mean_class_accuracy": 0.91334} +{"mode": "train", "epoch": 123, "iter": 100, "lr": 0.00208, "memory": 4120, "data_time": 0.17141, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04336, "loss": 0.04336, "time": 0.60369} +{"mode": "train", "epoch": 123, "iter": 200, "lr": 0.00207, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05087, "loss": 0.05087, "time": 0.43417} +{"mode": "train", "epoch": 123, "iter": 300, "lr": 0.00205, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04235, "loss": 0.04235, "time": 0.43381} +{"mode": "train", "epoch": 123, "iter": 400, "lr": 0.00204, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03121, "loss": 0.03121, "time": 0.43449} +{"mode": "train", "epoch": 123, "iter": 500, "lr": 0.00203, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03265, "loss": 0.03265, "time": 0.43503} +{"mode": "train", "epoch": 123, "iter": 600, "lr": 0.00202, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03313, "loss": 0.03313, "time": 0.43412} +{"mode": "train", "epoch": 123, "iter": 700, "lr": 0.00201, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03146, "loss": 0.03146, "time": 0.43384} +{"mode": "train", "epoch": 123, "iter": 800, "lr": 0.002, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03531, "loss": 0.03531, "time": 0.4341} +{"mode": "train", "epoch": 123, "iter": 900, "lr": 0.00199, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0329, "loss": 0.0329, "time": 0.43431} +{"mode": "train", "epoch": 123, "iter": 1000, "lr": 0.00198, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.04508, "loss": 0.04508, "time": 0.4337} +{"mode": "train", "epoch": 123, "iter": 1100, "lr": 0.00197, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0352, "loss": 0.0352, "time": 0.43413} +{"mode": "train", "epoch": 123, "iter": 1200, "lr": 0.00195, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03784, "loss": 0.03784, "time": 0.43393} +{"mode": "val", "epoch": 123, "iter": 533, "lr": 0.00195, "top1_acc": 0.93393, "top5_acc": 0.99707, "mean_class_accuracy": 0.91486} +{"mode": "train", "epoch": 124, "iter": 100, "lr": 0.00194, "memory": 4120, "data_time": 0.17561, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03495, "loss": 0.03495, "time": 0.60159} +{"mode": "train", "epoch": 124, "iter": 200, "lr": 0.00192, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02959, "loss": 0.02959, "time": 0.42666} +{"mode": "train", "epoch": 124, "iter": 300, "lr": 0.00191, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03285, "loss": 0.03285, "time": 0.42611} +{"mode": "train", "epoch": 124, "iter": 400, "lr": 0.0019, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02996, "loss": 0.02996, "time": 0.42671} +{"mode": "train", "epoch": 124, "iter": 500, "lr": 0.00189, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03392, "loss": 0.03392, "time": 0.42617} +{"mode": "train", "epoch": 124, "iter": 600, "lr": 0.00188, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03174, "loss": 0.03174, "time": 0.42577} +{"mode": "train", "epoch": 124, "iter": 700, "lr": 0.00187, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0292, "loss": 0.0292, "time": 0.42616} +{"mode": "train", "epoch": 124, "iter": 800, "lr": 0.00186, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03133, "loss": 0.03133, "time": 0.42624} +{"mode": "train", "epoch": 124, "iter": 900, "lr": 0.00185, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02969, "loss": 0.02969, "time": 0.42626} +{"mode": "train", "epoch": 124, "iter": 1000, "lr": 0.00184, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03318, "loss": 0.03318, "time": 0.42732} +{"mode": "train", "epoch": 124, "iter": 1100, "lr": 0.00183, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03084, "loss": 0.03084, "time": 0.42621} +{"mode": "train", "epoch": 124, "iter": 1200, "lr": 0.00182, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03511, "loss": 0.03511, "time": 0.42565} +{"mode": "val", "epoch": 124, "iter": 533, "lr": 0.00181, "top1_acc": 0.94144, "top5_acc": 0.99707, "mean_class_accuracy": 0.92081} +{"mode": "train", "epoch": 125, "iter": 100, "lr": 0.0018, "memory": 4120, "data_time": 0.17176, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03045, "loss": 0.03045, "time": 0.60569} +{"mode": "train", "epoch": 125, "iter": 200, "lr": 0.00179, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02789, "loss": 0.02789, "time": 0.43469} +{"mode": "train", "epoch": 125, "iter": 300, "lr": 0.00178, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03395, "loss": 0.03395, "time": 0.43404} +{"mode": "train", "epoch": 125, "iter": 400, "lr": 0.00177, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03297, "loss": 0.03297, "time": 0.43479} +{"mode": "train", "epoch": 125, "iter": 500, "lr": 0.00176, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02992, "loss": 0.02992, "time": 0.43383} +{"mode": "train", "epoch": 125, "iter": 600, "lr": 0.00175, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02816, "loss": 0.02816, "time": 0.43396} +{"mode": "train", "epoch": 125, "iter": 700, "lr": 0.00173, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02971, "loss": 0.02971, "time": 0.43442} +{"mode": "train", "epoch": 125, "iter": 800, "lr": 0.00172, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0317, "loss": 0.0317, "time": 0.43451} +{"mode": "train", "epoch": 125, "iter": 900, "lr": 0.00171, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02743, "loss": 0.02743, "time": 0.43371} +{"mode": "train", "epoch": 125, "iter": 1000, "lr": 0.0017, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02849, "loss": 0.02849, "time": 0.4342} +{"mode": "train", "epoch": 125, "iter": 1100, "lr": 0.00169, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02787, "loss": 0.02787, "time": 0.43429} +{"mode": "train", "epoch": 125, "iter": 1200, "lr": 0.00168, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03336, "loss": 0.03336, "time": 0.43327} +{"mode": "val", "epoch": 125, "iter": 533, "lr": 0.00167, "top1_acc": 0.93804, "top5_acc": 0.99683, "mean_class_accuracy": 0.91434} +{"mode": "train", "epoch": 126, "iter": 100, "lr": 0.00166, "memory": 4120, "data_time": 0.17584, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02719, "loss": 0.02719, "time": 0.60242} +{"mode": "train", "epoch": 126, "iter": 200, "lr": 0.00165, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03701, "loss": 0.03701, "time": 0.42632} +{"mode": "train", "epoch": 126, "iter": 300, "lr": 0.00164, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03607, "loss": 0.03607, "time": 0.42571} +{"mode": "train", "epoch": 126, "iter": 400, "lr": 0.00163, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03172, "loss": 0.03172, "time": 0.42595} +{"mode": "train", "epoch": 126, "iter": 500, "lr": 0.00162, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02888, "loss": 0.02888, "time": 0.42707} +{"mode": "train", "epoch": 126, "iter": 600, "lr": 0.00161, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03225, "loss": 0.03225, "time": 0.4267} +{"mode": "train", "epoch": 126, "iter": 700, "lr": 0.0016, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03712, "loss": 0.03712, "time": 0.42602} +{"mode": "train", "epoch": 126, "iter": 800, "lr": 0.00159, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03265, "loss": 0.03265, "time": 0.42566} +{"mode": "train", "epoch": 126, "iter": 900, "lr": 0.00158, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02803, "loss": 0.02803, "time": 0.42592} +{"mode": "train", "epoch": 126, "iter": 1000, "lr": 0.00157, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03236, "loss": 0.03236, "time": 0.42591} +{"mode": "train", "epoch": 126, "iter": 1100, "lr": 0.00156, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03768, "loss": 0.03768, "time": 0.42769} +{"mode": "train", "epoch": 126, "iter": 1200, "lr": 0.00155, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04189, "loss": 0.04189, "time": 0.42627} +{"mode": "val", "epoch": 126, "iter": 533, "lr": 0.00155, "top1_acc": 0.93862, "top5_acc": 0.99648, "mean_class_accuracy": 0.91417} +{"mode": "train", "epoch": 127, "iter": 100, "lr": 0.00154, "memory": 4120, "data_time": 0.17765, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03284, "loss": 0.03284, "time": 0.61223} +{"mode": "train", "epoch": 127, "iter": 200, "lr": 0.00153, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03176, "loss": 0.03176, "time": 0.43574} +{"mode": "train", "epoch": 127, "iter": 300, "lr": 0.00152, "memory": 4120, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02728, "loss": 0.02728, "time": 0.43428} +{"mode": "train", "epoch": 127, "iter": 400, "lr": 0.00151, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03128, "loss": 0.03128, "time": 0.43358} +{"mode": "train", "epoch": 127, "iter": 500, "lr": 0.0015, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02855, "loss": 0.02855, "time": 0.43421} +{"mode": "train", "epoch": 127, "iter": 600, "lr": 0.00149, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02811, "loss": 0.02811, "time": 0.43409} +{"mode": "train", "epoch": 127, "iter": 700, "lr": 0.00148, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03533, "loss": 0.03533, "time": 0.43388} +{"mode": "train", "epoch": 127, "iter": 800, "lr": 0.00147, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03539, "loss": 0.03539, "time": 0.43375} +{"mode": "train", "epoch": 127, "iter": 900, "lr": 0.00146, "memory": 4120, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02759, "loss": 0.02759, "time": 0.43338} +{"mode": "train", "epoch": 127, "iter": 1000, "lr": 0.00145, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0284, "loss": 0.0284, "time": 0.43381} +{"mode": "train", "epoch": 127, "iter": 1100, "lr": 0.00144, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03273, "loss": 0.03273, "time": 0.43381} +{"mode": "train", "epoch": 127, "iter": 1200, "lr": 0.00143, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03218, "loss": 0.03218, "time": 0.43364} +{"mode": "val", "epoch": 127, "iter": 533, "lr": 0.00142, "top1_acc": 0.93991, "top5_acc": 0.9973, "mean_class_accuracy": 0.91718} +{"mode": "train", "epoch": 128, "iter": 100, "lr": 0.00141, "memory": 4120, "data_time": 0.17863, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02961, "loss": 0.02961, "time": 0.60433} +{"mode": "train", "epoch": 128, "iter": 200, "lr": 0.0014, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03442, "loss": 0.03442, "time": 0.42624} +{"mode": "train", "epoch": 128, "iter": 300, "lr": 0.00139, "memory": 4120, "data_time": 0.00034, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02927, "loss": 0.02927, "time": 0.42651} +{"mode": "train", "epoch": 128, "iter": 400, "lr": 0.00138, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03258, "loss": 0.03258, "time": 0.42638} +{"mode": "train", "epoch": 128, "iter": 500, "lr": 0.00138, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03454, "loss": 0.03454, "time": 0.42613} +{"mode": "train", "epoch": 128, "iter": 600, "lr": 0.00137, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02908, "loss": 0.02908, "time": 0.4262} +{"mode": "train", "epoch": 128, "iter": 700, "lr": 0.00136, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02831, "loss": 0.02831, "time": 0.42686} +{"mode": "train", "epoch": 128, "iter": 800, "lr": 0.00135, "memory": 4120, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02621, "loss": 0.02621, "time": 0.42525} +{"mode": "train", "epoch": 128, "iter": 900, "lr": 0.00134, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02977, "loss": 0.02977, "time": 0.42694} +{"mode": "train", "epoch": 128, "iter": 1000, "lr": 0.00133, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03148, "loss": 0.03148, "time": 0.42694} +{"mode": "train", "epoch": 128, "iter": 1100, "lr": 0.00132, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0309, "loss": 0.0309, "time": 0.42563} +{"mode": "train", "epoch": 128, "iter": 1200, "lr": 0.00131, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03256, "loss": 0.03256, "time": 0.42684} +{"mode": "val", "epoch": 128, "iter": 533, "lr": 0.0013, "top1_acc": 0.93827, "top5_acc": 0.99683, "mean_class_accuracy": 0.91743} +{"mode": "train", "epoch": 129, "iter": 100, "lr": 0.00129, "memory": 4120, "data_time": 0.17726, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02709, "loss": 0.02709, "time": 0.61143} +{"mode": "train", "epoch": 129, "iter": 200, "lr": 0.00129, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02793, "loss": 0.02793, "time": 0.43464} +{"mode": "train", "epoch": 129, "iter": 300, "lr": 0.00128, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03807, "loss": 0.03807, "time": 0.43381} +{"mode": "train", "epoch": 129, "iter": 400, "lr": 0.00127, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03276, "loss": 0.03276, "time": 0.4339} +{"mode": "train", "epoch": 129, "iter": 500, "lr": 0.00126, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03222, "loss": 0.03222, "time": 0.43355} +{"mode": "train", "epoch": 129, "iter": 600, "lr": 0.00125, "memory": 4120, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02664, "loss": 0.02664, "time": 0.43357} +{"mode": "train", "epoch": 129, "iter": 700, "lr": 0.00124, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03145, "loss": 0.03145, "time": 0.43439} +{"mode": "train", "epoch": 129, "iter": 800, "lr": 0.00123, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02956, "loss": 0.02956, "time": 0.43385} +{"mode": "train", "epoch": 129, "iter": 900, "lr": 0.00122, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02784, "loss": 0.02784, "time": 0.43383} +{"mode": "train", "epoch": 129, "iter": 1000, "lr": 0.00121, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02779, "loss": 0.02779, "time": 0.43426} +{"mode": "train", "epoch": 129, "iter": 1100, "lr": 0.00121, "memory": 4120, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02785, "loss": 0.02785, "time": 0.43326} +{"mode": "train", "epoch": 129, "iter": 1200, "lr": 0.0012, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03039, "loss": 0.03039, "time": 0.43403} +{"mode": "val", "epoch": 129, "iter": 533, "lr": 0.00119, "top1_acc": 0.93792, "top5_acc": 0.9973, "mean_class_accuracy": 0.91746} +{"mode": "train", "epoch": 130, "iter": 100, "lr": 0.00118, "memory": 4120, "data_time": 0.1719, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02939, "loss": 0.02939, "time": 0.60567} +{"mode": "train", "epoch": 130, "iter": 200, "lr": 0.00117, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03356, "loss": 0.03356, "time": 0.43412} +{"mode": "train", "epoch": 130, "iter": 300, "lr": 0.00116, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03197, "loss": 0.03197, "time": 0.43364} +{"mode": "train", "epoch": 130, "iter": 400, "lr": 0.00116, "memory": 4120, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02654, "loss": 0.02654, "time": 0.43399} +{"mode": "train", "epoch": 130, "iter": 500, "lr": 0.00115, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02994, "loss": 0.02994, "time": 0.43387} +{"mode": "train", "epoch": 130, "iter": 600, "lr": 0.00114, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0293, "loss": 0.0293, "time": 0.43363} +{"mode": "train", "epoch": 130, "iter": 700, "lr": 0.00113, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02821, "loss": 0.02821, "time": 0.43417} +{"mode": "train", "epoch": 130, "iter": 800, "lr": 0.00112, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03015, "loss": 0.03015, "time": 0.43388} +{"mode": "train", "epoch": 130, "iter": 900, "lr": 0.00111, "memory": 4120, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02727, "loss": 0.02727, "time": 0.43406} +{"mode": "train", "epoch": 130, "iter": 1000, "lr": 0.0011, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02809, "loss": 0.02809, "time": 0.43411} +{"mode": "train", "epoch": 130, "iter": 1100, "lr": 0.0011, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03094, "loss": 0.03094, "time": 0.43363} +{"mode": "train", "epoch": 130, "iter": 1200, "lr": 0.00109, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02656, "loss": 0.02656, "time": 0.43397} +{"mode": "val", "epoch": 130, "iter": 533, "lr": 0.00108, "top1_acc": 0.94238, "top5_acc": 0.99683, "mean_class_accuracy": 0.92326} +{"mode": "train", "epoch": 131, "iter": 100, "lr": 0.00107, "memory": 4120, "data_time": 0.17283, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02792, "loss": 0.02792, "time": 0.60603} +{"mode": "train", "epoch": 131, "iter": 200, "lr": 0.00106, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0372, "loss": 0.0372, "time": 0.43492} +{"mode": "train", "epoch": 131, "iter": 300, "lr": 0.00106, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03224, "loss": 0.03224, "time": 0.43455} +{"mode": "train", "epoch": 131, "iter": 400, "lr": 0.00105, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02865, "loss": 0.02865, "time": 0.43441} +{"mode": "train", "epoch": 131, "iter": 500, "lr": 0.00104, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02729, "loss": 0.02729, "time": 0.43364} +{"mode": "train", "epoch": 131, "iter": 600, "lr": 0.00103, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02699, "loss": 0.02699, "time": 0.43413} +{"mode": "train", "epoch": 131, "iter": 700, "lr": 0.00102, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02621, "loss": 0.02621, "time": 0.43444} +{"mode": "train", "epoch": 131, "iter": 800, "lr": 0.00102, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0276, "loss": 0.0276, "time": 0.4347} +{"mode": "train", "epoch": 131, "iter": 900, "lr": 0.00101, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02897, "loss": 0.02897, "time": 0.43359} +{"mode": "train", "epoch": 131, "iter": 1000, "lr": 0.001, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0297, "loss": 0.0297, "time": 0.43469} +{"mode": "train", "epoch": 131, "iter": 1100, "lr": 0.00099, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02734, "loss": 0.02734, "time": 0.4352} +{"mode": "train", "epoch": 131, "iter": 1200, "lr": 0.00098, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0291, "loss": 0.0291, "time": 0.43534} +{"mode": "val", "epoch": 131, "iter": 533, "lr": 0.00098, "top1_acc": 0.94027, "top5_acc": 0.99707, "mean_class_accuracy": 0.91876} +{"mode": "train", "epoch": 132, "iter": 100, "lr": 0.00097, "memory": 4120, "data_time": 0.17279, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02799, "loss": 0.02799, "time": 0.60698} +{"mode": "train", "epoch": 132, "iter": 200, "lr": 0.00096, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02908, "loss": 0.02908, "time": 0.43371} +{"mode": "train", "epoch": 132, "iter": 300, "lr": 0.00095, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02696, "loss": 0.02696, "time": 0.43441} +{"mode": "train", "epoch": 132, "iter": 400, "lr": 0.00095, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02817, "loss": 0.02817, "time": 0.4342} +{"mode": "train", "epoch": 132, "iter": 500, "lr": 0.00094, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02804, "loss": 0.02804, "time": 0.43358} +{"mode": "train", "epoch": 132, "iter": 600, "lr": 0.00093, "memory": 4120, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02706, "loss": 0.02706, "time": 0.43344} +{"mode": "train", "epoch": 132, "iter": 700, "lr": 0.00092, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02706, "loss": 0.02706, "time": 0.43405} +{"mode": "train", "epoch": 132, "iter": 800, "lr": 0.00091, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02688, "loss": 0.02688, "time": 0.4342} +{"mode": "train", "epoch": 132, "iter": 900, "lr": 0.00091, "memory": 4120, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02741, "loss": 0.02741, "time": 0.43376} +{"mode": "train", "epoch": 132, "iter": 1000, "lr": 0.0009, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0266, "loss": 0.0266, "time": 0.43505} +{"mode": "train", "epoch": 132, "iter": 1100, "lr": 0.00089, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02617, "loss": 0.02617, "time": 0.43513} +{"mode": "train", "epoch": 132, "iter": 1200, "lr": 0.00088, "memory": 4120, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02871, "loss": 0.02871, "time": 0.43415} +{"mode": "val", "epoch": 132, "iter": 533, "lr": 0.00088, "top1_acc": 0.94144, "top5_acc": 0.99707, "mean_class_accuracy": 0.91905} +{"mode": "train", "epoch": 133, "iter": 100, "lr": 0.00087, "memory": 4120, "data_time": 0.17421, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02624, "loss": 0.02624, "time": 0.5993} +{"mode": "train", "epoch": 133, "iter": 200, "lr": 0.00086, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02723, "loss": 0.02723, "time": 0.42543} +{"mode": "train", "epoch": 133, "iter": 300, "lr": 0.00086, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02606, "loss": 0.02606, "time": 0.42567} +{"mode": "train", "epoch": 133, "iter": 400, "lr": 0.00085, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02507, "loss": 0.02507, "time": 0.42626} +{"mode": "train", "epoch": 133, "iter": 500, "lr": 0.00084, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02777, "loss": 0.02777, "time": 0.42528} +{"mode": "train", "epoch": 133, "iter": 600, "lr": 0.00083, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02764, "loss": 0.02764, "time": 0.425} +{"mode": "train", "epoch": 133, "iter": 700, "lr": 0.00083, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02829, "loss": 0.02829, "time": 0.42611} +{"mode": "train", "epoch": 133, "iter": 800, "lr": 0.00082, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02589, "loss": 0.02589, "time": 0.42537} +{"mode": "train", "epoch": 133, "iter": 900, "lr": 0.00081, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02611, "loss": 0.02611, "time": 0.42599} +{"mode": "train", "epoch": 133, "iter": 1000, "lr": 0.0008, "memory": 4120, "data_time": 0.00039, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02634, "loss": 0.02634, "time": 0.42666} +{"mode": "train", "epoch": 133, "iter": 1100, "lr": 0.0008, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02666, "loss": 0.02666, "time": 0.42533} +{"mode": "train", "epoch": 133, "iter": 1200, "lr": 0.00079, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02585, "loss": 0.02585, "time": 0.42653} +{"mode": "val", "epoch": 133, "iter": 533, "lr": 0.00078, "top1_acc": 0.94191, "top5_acc": 0.99695, "mean_class_accuracy": 0.92017} +{"mode": "train", "epoch": 134, "iter": 100, "lr": 0.00078, "memory": 4120, "data_time": 0.17286, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02735, "loss": 0.02735, "time": 0.60682} +{"mode": "train", "epoch": 134, "iter": 200, "lr": 0.00077, "memory": 4120, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02594, "loss": 0.02594, "time": 0.43365} +{"mode": "train", "epoch": 134, "iter": 300, "lr": 0.00076, "memory": 4120, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02577, "loss": 0.02577, "time": 0.43445} +{"mode": "train", "epoch": 134, "iter": 400, "lr": 0.00076, "memory": 4120, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02508, "loss": 0.02508, "time": 0.43419} +{"mode": "train", "epoch": 134, "iter": 500, "lr": 0.00075, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02652, "loss": 0.02652, "time": 0.43377} +{"mode": "train", "epoch": 134, "iter": 600, "lr": 0.00074, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02583, "loss": 0.02583, "time": 0.43454} +{"mode": "train", "epoch": 134, "iter": 700, "lr": 0.00073, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02849, "loss": 0.02849, "time": 0.4338} +{"mode": "train", "epoch": 134, "iter": 800, "lr": 0.00073, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02745, "loss": 0.02745, "time": 0.43492} +{"mode": "train", "epoch": 134, "iter": 900, "lr": 0.00072, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02889, "loss": 0.02889, "time": 0.43436} +{"mode": "train", "epoch": 134, "iter": 1000, "lr": 0.00071, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02869, "loss": 0.02869, "time": 0.43457} +{"mode": "train", "epoch": 134, "iter": 1100, "lr": 0.00071, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02676, "loss": 0.02676, "time": 0.43387} +{"mode": "train", "epoch": 134, "iter": 1200, "lr": 0.0007, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02673, "loss": 0.02673, "time": 0.43333} +{"mode": "val", "epoch": 134, "iter": 533, "lr": 0.0007, "top1_acc": 0.94144, "top5_acc": 0.99671, "mean_class_accuracy": 0.92129} +{"mode": "train", "epoch": 135, "iter": 100, "lr": 0.00069, "memory": 4120, "data_time": 0.17284, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02933, "loss": 0.02933, "time": 0.59788} +{"mode": "train", "epoch": 135, "iter": 200, "lr": 0.00068, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02689, "loss": 0.02689, "time": 0.42624} +{"mode": "train", "epoch": 135, "iter": 300, "lr": 0.00068, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02761, "loss": 0.02761, "time": 0.42558} +{"mode": "train", "epoch": 135, "iter": 400, "lr": 0.00067, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0258, "loss": 0.0258, "time": 0.42603} +{"mode": "train", "epoch": 135, "iter": 500, "lr": 0.00066, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02619, "loss": 0.02619, "time": 0.42537} +{"mode": "train", "epoch": 135, "iter": 600, "lr": 0.00066, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02767, "loss": 0.02767, "time": 0.42535} +{"mode": "train", "epoch": 135, "iter": 700, "lr": 0.00065, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02819, "loss": 0.02819, "time": 0.42618} +{"mode": "train", "epoch": 135, "iter": 800, "lr": 0.00064, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02653, "loss": 0.02653, "time": 0.42659} +{"mode": "train", "epoch": 135, "iter": 900, "lr": 0.00064, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02533, "loss": 0.02533, "time": 0.42704} +{"mode": "train", "epoch": 135, "iter": 1000, "lr": 0.00063, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02643, "loss": 0.02643, "time": 0.43361} +{"mode": "train", "epoch": 135, "iter": 1100, "lr": 0.00062, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0262, "loss": 0.0262, "time": 0.43423} +{"mode": "train", "epoch": 135, "iter": 1200, "lr": 0.00062, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0266, "loss": 0.0266, "time": 0.43462} +{"mode": "val", "epoch": 135, "iter": 533, "lr": 0.00061, "top1_acc": 0.94226, "top5_acc": 0.99707, "mean_class_accuracy": 0.92356} +{"mode": "train", "epoch": 136, "iter": 100, "lr": 0.00061, "memory": 4120, "data_time": 0.17552, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02594, "loss": 0.02594, "time": 0.60143} +{"mode": "train", "epoch": 136, "iter": 200, "lr": 0.0006, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0296, "loss": 0.0296, "time": 0.42607} +{"mode": "train", "epoch": 136, "iter": 300, "lr": 0.00059, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02573, "loss": 0.02573, "time": 0.42565} +{"mode": "train", "epoch": 136, "iter": 400, "lr": 0.00059, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02631, "loss": 0.02631, "time": 0.42552} +{"mode": "train", "epoch": 136, "iter": 500, "lr": 0.00058, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02587, "loss": 0.02587, "time": 0.42527} +{"mode": "train", "epoch": 136, "iter": 600, "lr": 0.00057, "memory": 4120, "data_time": 0.00034, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02579, "loss": 0.02579, "time": 0.42658} +{"mode": "train", "epoch": 136, "iter": 700, "lr": 0.00057, "memory": 4120, "data_time": 0.00046, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02631, "loss": 0.02631, "time": 0.42666} +{"mode": "train", "epoch": 136, "iter": 800, "lr": 0.00056, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02546, "loss": 0.02546, "time": 0.42552} +{"mode": "train", "epoch": 136, "iter": 900, "lr": 0.00056, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03151, "loss": 0.03151, "time": 0.42606} +{"mode": "train", "epoch": 136, "iter": 1000, "lr": 0.00055, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02769, "loss": 0.02769, "time": 0.42658} +{"mode": "train", "epoch": 136, "iter": 1100, "lr": 0.00054, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02762, "loss": 0.02762, "time": 0.426} +{"mode": "train", "epoch": 136, "iter": 1200, "lr": 0.00054, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02616, "loss": 0.02616, "time": 0.42598} +{"mode": "val", "epoch": 136, "iter": 533, "lr": 0.00053, "top1_acc": 0.94132, "top5_acc": 0.99707, "mean_class_accuracy": 0.91919} +{"mode": "train", "epoch": 137, "iter": 100, "lr": 0.00053, "memory": 4120, "data_time": 0.17399, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02555, "loss": 0.02555, "time": 0.60839} +{"mode": "train", "epoch": 137, "iter": 200, "lr": 0.00052, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02967, "loss": 0.02967, "time": 0.43481} +{"mode": "train", "epoch": 137, "iter": 300, "lr": 0.00052, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0269, "loss": 0.0269, "time": 0.43458} +{"mode": "train", "epoch": 137, "iter": 400, "lr": 0.00051, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02649, "loss": 0.02649, "time": 0.43375} +{"mode": "train", "epoch": 137, "iter": 500, "lr": 0.0005, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02537, "loss": 0.02537, "time": 0.43393} +{"mode": "train", "epoch": 137, "iter": 600, "lr": 0.0005, "memory": 4120, "data_time": 0.00038, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02563, "loss": 0.02563, "time": 0.43434} +{"mode": "train", "epoch": 137, "iter": 700, "lr": 0.00049, "memory": 4120, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02576, "loss": 0.02576, "time": 0.43428} +{"mode": "train", "epoch": 137, "iter": 800, "lr": 0.00049, "memory": 4120, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02737, "loss": 0.02737, "time": 0.43392} +{"mode": "train", "epoch": 137, "iter": 900, "lr": 0.00048, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02671, "loss": 0.02671, "time": 0.43406} +{"mode": "train", "epoch": 137, "iter": 1000, "lr": 0.00048, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02801, "loss": 0.02801, "time": 0.43375} +{"mode": "train", "epoch": 137, "iter": 1100, "lr": 0.00047, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02545, "loss": 0.02545, "time": 0.43433} +{"mode": "train", "epoch": 137, "iter": 1200, "lr": 0.00046, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02573, "loss": 0.02573, "time": 0.43417} +{"mode": "val", "epoch": 137, "iter": 533, "lr": 0.00046, "top1_acc": 0.94273, "top5_acc": 0.99754, "mean_class_accuracy": 0.92013} +{"mode": "train", "epoch": 138, "iter": 100, "lr": 0.00046, "memory": 4120, "data_time": 0.17523, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02486, "loss": 0.02486, "time": 0.61019} +{"mode": "train", "epoch": 138, "iter": 200, "lr": 0.00045, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0259, "loss": 0.0259, "time": 0.43555} +{"mode": "train", "epoch": 138, "iter": 300, "lr": 0.00044, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02584, "loss": 0.02584, "time": 0.43516} +{"mode": "train", "epoch": 138, "iter": 400, "lr": 0.00044, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02621, "loss": 0.02621, "time": 0.43403} +{"mode": "train", "epoch": 138, "iter": 500, "lr": 0.00043, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02513, "loss": 0.02513, "time": 0.43491} +{"mode": "train", "epoch": 138, "iter": 600, "lr": 0.00043, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0261, "loss": 0.0261, "time": 0.43448} +{"mode": "train", "epoch": 138, "iter": 700, "lr": 0.00042, "memory": 4120, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02546, "loss": 0.02546, "time": 0.4343} +{"mode": "train", "epoch": 138, "iter": 800, "lr": 0.00042, "memory": 4120, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02544, "loss": 0.02544, "time": 0.43397} +{"mode": "train", "epoch": 138, "iter": 900, "lr": 0.00041, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02516, "loss": 0.02516, "time": 0.43507} +{"mode": "train", "epoch": 138, "iter": 1000, "lr": 0.00041, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02514, "loss": 0.02514, "time": 0.43589} +{"mode": "train", "epoch": 138, "iter": 1100, "lr": 0.0004, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02561, "loss": 0.02561, "time": 0.43422} +{"mode": "train", "epoch": 138, "iter": 1200, "lr": 0.0004, "memory": 4120, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02611, "loss": 0.02611, "time": 0.43411} +{"mode": "val", "epoch": 138, "iter": 533, "lr": 0.00039, "top1_acc": 0.94355, "top5_acc": 0.99707, "mean_class_accuracy": 0.92393} +{"mode": "train", "epoch": 139, "iter": 100, "lr": 0.00039, "memory": 4120, "data_time": 0.17373, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02533, "loss": 0.02533, "time": 0.60362} +{"mode": "train", "epoch": 139, "iter": 200, "lr": 0.00038, "memory": 4120, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02606, "loss": 0.02606, "time": 0.43461} +{"mode": "train", "epoch": 139, "iter": 300, "lr": 0.00038, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02689, "loss": 0.02689, "time": 0.43481} +{"mode": "train", "epoch": 139, "iter": 400, "lr": 0.00037, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02631, "loss": 0.02631, "time": 0.43447} +{"mode": "train", "epoch": 139, "iter": 500, "lr": 0.00037, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02561, "loss": 0.02561, "time": 0.43507} +{"mode": "train", "epoch": 139, "iter": 600, "lr": 0.00036, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02479, "loss": 0.02479, "time": 0.43412} +{"mode": "train", "epoch": 139, "iter": 700, "lr": 0.00036, "memory": 4120, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02674, "loss": 0.02674, "time": 0.43362} +{"mode": "train", "epoch": 139, "iter": 800, "lr": 0.00035, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02534, "loss": 0.02534, "time": 0.43388} +{"mode": "train", "epoch": 139, "iter": 900, "lr": 0.00035, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02646, "loss": 0.02646, "time": 0.43433} +{"mode": "train", "epoch": 139, "iter": 1000, "lr": 0.00034, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02414, "loss": 0.02414, "time": 0.43382} +{"mode": "train", "epoch": 139, "iter": 1100, "lr": 0.00034, "memory": 4120, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02616, "loss": 0.02616, "time": 0.43396} +{"mode": "train", "epoch": 139, "iter": 1200, "lr": 0.00033, "memory": 4120, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02695, "loss": 0.02695, "time": 0.43426} +{"mode": "val", "epoch": 139, "iter": 533, "lr": 0.00033, "top1_acc": 0.94191, "top5_acc": 0.99707, "mean_class_accuracy": 0.91968} +{"mode": "train", "epoch": 140, "iter": 100, "lr": 0.00033, "memory": 4120, "data_time": 0.17568, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02519, "loss": 0.02519, "time": 0.59876} +{"mode": "train", "epoch": 140, "iter": 200, "lr": 0.00032, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02488, "loss": 0.02488, "time": 0.42632} +{"mode": "train", "epoch": 140, "iter": 300, "lr": 0.00032, "memory": 4120, "data_time": 0.00038, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02514, "loss": 0.02514, "time": 0.42663} +{"mode": "train", "epoch": 140, "iter": 400, "lr": 0.00031, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0265, "loss": 0.0265, "time": 0.42566} +{"mode": "train", "epoch": 140, "iter": 500, "lr": 0.00031, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02556, "loss": 0.02556, "time": 0.42614} +{"mode": "train", "epoch": 140, "iter": 600, "lr": 0.0003, "memory": 4120, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02533, "loss": 0.02533, "time": 0.42541} +{"mode": "train", "epoch": 140, "iter": 700, "lr": 0.0003, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02736, "loss": 0.02736, "time": 0.42667} +{"mode": "train", "epoch": 140, "iter": 800, "lr": 0.00029, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02714, "loss": 0.02714, "time": 0.42666} +{"mode": "train", "epoch": 140, "iter": 900, "lr": 0.00029, "memory": 4120, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02588, "loss": 0.02588, "time": 0.42638} +{"mode": "train", "epoch": 140, "iter": 1000, "lr": 0.00029, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0275, "loss": 0.0275, "time": 0.42741} +{"mode": "train", "epoch": 140, "iter": 1100, "lr": 0.00028, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02536, "loss": 0.02536, "time": 0.42602} +{"mode": "train", "epoch": 140, "iter": 1200, "lr": 0.00028, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02674, "loss": 0.02674, "time": 0.42664} +{"mode": "val", "epoch": 140, "iter": 533, "lr": 0.00027, "top1_acc": 0.94238, "top5_acc": 0.99683, "mean_class_accuracy": 0.92093} +{"mode": "train", "epoch": 141, "iter": 100, "lr": 0.00027, "memory": 4120, "data_time": 0.17087, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02483, "loss": 0.02483, "time": 0.59947} +{"mode": "train", "epoch": 141, "iter": 200, "lr": 0.00026, "memory": 4120, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0258, "loss": 0.0258, "time": 0.43489} +{"mode": "train", "epoch": 141, "iter": 300, "lr": 0.00026, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02587, "loss": 0.02587, "time": 0.4347} +{"mode": "train", "epoch": 141, "iter": 400, "lr": 0.00026, "memory": 4120, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02507, "loss": 0.02507, "time": 0.43339} +{"mode": "train", "epoch": 141, "iter": 500, "lr": 0.00025, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02485, "loss": 0.02485, "time": 0.43382} +{"mode": "train", "epoch": 141, "iter": 600, "lr": 0.00025, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02455, "loss": 0.02455, "time": 0.43465} +{"mode": "train", "epoch": 141, "iter": 700, "lr": 0.00024, "memory": 4120, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02637, "loss": 0.02637, "time": 0.434} +{"mode": "train", "epoch": 141, "iter": 800, "lr": 0.00024, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02727, "loss": 0.02727, "time": 0.43488} +{"mode": "train", "epoch": 141, "iter": 900, "lr": 0.00024, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02569, "loss": 0.02569, "time": 0.43412} +{"mode": "train", "epoch": 141, "iter": 1000, "lr": 0.00023, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02646, "loss": 0.02646, "time": 0.43472} +{"mode": "train", "epoch": 141, "iter": 1100, "lr": 0.00023, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0247, "loss": 0.0247, "time": 0.43393} +{"mode": "train", "epoch": 141, "iter": 1200, "lr": 0.00022, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02562, "loss": 0.02562, "time": 0.43426} +{"mode": "val", "epoch": 141, "iter": 533, "lr": 0.00022, "top1_acc": 0.94296, "top5_acc": 0.99765, "mean_class_accuracy": 0.92207} +{"mode": "train", "epoch": 142, "iter": 100, "lr": 0.00022, "memory": 4120, "data_time": 0.17839, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02583, "loss": 0.02583, "time": 0.60666} +{"mode": "train", "epoch": 142, "iter": 200, "lr": 0.00021, "memory": 4120, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02453, "loss": 0.02453, "time": 0.44095} +{"mode": "train", "epoch": 142, "iter": 300, "lr": 0.00021, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02633, "loss": 0.02633, "time": 0.43984} +{"mode": "train", "epoch": 142, "iter": 400, "lr": 0.00021, "memory": 4120, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02575, "loss": 0.02575, "time": 0.44173} +{"mode": "train", "epoch": 142, "iter": 500, "lr": 0.0002, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02593, "loss": 0.02593, "time": 0.43558} +{"mode": "train", "epoch": 142, "iter": 600, "lr": 0.0002, "memory": 4120, "data_time": 0.00041, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02674, "loss": 0.02674, "time": 0.43573} +{"mode": "train", "epoch": 142, "iter": 700, "lr": 0.0002, "memory": 4120, "data_time": 0.00034, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02504, "loss": 0.02504, "time": 0.43079} +{"mode": "train", "epoch": 142, "iter": 800, "lr": 0.00019, "memory": 4120, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02446, "loss": 0.02446, "time": 0.42863} +{"mode": "train", "epoch": 142, "iter": 900, "lr": 0.00019, "memory": 4120, "data_time": 0.00042, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02536, "loss": 0.02536, "time": 0.4323} +{"mode": "train", "epoch": 142, "iter": 1000, "lr": 0.00018, "memory": 4120, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02462, "loss": 0.02462, "time": 0.43771} +{"mode": "train", "epoch": 142, "iter": 1100, "lr": 0.00018, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02499, "loss": 0.02499, "time": 0.4347} +{"mode": "train", "epoch": 142, "iter": 1200, "lr": 0.00018, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02602, "loss": 0.02602, "time": 0.4386} +{"mode": "val", "epoch": 142, "iter": 533, "lr": 0.00018, "top1_acc": 0.94343, "top5_acc": 0.9973, "mean_class_accuracy": 0.92178} +{"mode": "train", "epoch": 143, "iter": 100, "lr": 0.00017, "memory": 4120, "data_time": 0.19234, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02563, "loss": 0.02563, "time": 0.61722} +{"mode": "train", "epoch": 143, "iter": 200, "lr": 0.00017, "memory": 4120, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0258, "loss": 0.0258, "time": 0.43447} +{"mode": "train", "epoch": 143, "iter": 300, "lr": 0.00017, "memory": 4120, "data_time": 0.00034, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02447, "loss": 0.02447, "time": 0.43913} +{"mode": "train", "epoch": 143, "iter": 400, "lr": 0.00016, "memory": 4120, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02613, "loss": 0.02613, "time": 0.44014} +{"mode": "train", "epoch": 143, "iter": 500, "lr": 0.00016, "memory": 4120, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02506, "loss": 0.02506, "time": 0.43434} +{"mode": "train", "epoch": 143, "iter": 600, "lr": 0.00016, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02561, "loss": 0.02561, "time": 0.42781} +{"mode": "train", "epoch": 143, "iter": 700, "lr": 0.00015, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02643, "loss": 0.02643, "time": 0.4268} +{"mode": "train", "epoch": 143, "iter": 800, "lr": 0.00015, "memory": 4120, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0257, "loss": 0.0257, "time": 0.42739} +{"mode": "train", "epoch": 143, "iter": 900, "lr": 0.00015, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02804, "loss": 0.02804, "time": 0.4289} +{"mode": "train", "epoch": 143, "iter": 1000, "lr": 0.00014, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02907, "loss": 0.02907, "time": 0.43} +{"mode": "train", "epoch": 143, "iter": 1100, "lr": 0.00014, "memory": 4120, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0254, "loss": 0.0254, "time": 0.4299} +{"mode": "train", "epoch": 143, "iter": 1200, "lr": 0.00014, "memory": 4120, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02603, "loss": 0.02603, "time": 0.42859} +{"mode": "val", "epoch": 143, "iter": 533, "lr": 0.00013, "top1_acc": 0.94203, "top5_acc": 0.99765, "mean_class_accuracy": 0.92183} +{"mode": "train", "epoch": 144, "iter": 100, "lr": 0.00013, "memory": 4120, "data_time": 0.19162, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02902, "loss": 0.02902, "time": 0.62127} +{"mode": "train", "epoch": 144, "iter": 200, "lr": 0.00013, "memory": 4120, "data_time": 0.00043, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02503, "loss": 0.02503, "time": 0.44035} +{"mode": "train", "epoch": 144, "iter": 300, "lr": 0.00013, "memory": 4120, "data_time": 0.00035, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02546, "loss": 0.02546, "time": 0.43572} +{"mode": "train", "epoch": 144, "iter": 400, "lr": 0.00012, "memory": 4120, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02568, "loss": 0.02568, "time": 0.43695} +{"mode": "train", "epoch": 144, "iter": 500, "lr": 0.00012, "memory": 4120, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02471, "loss": 0.02471, "time": 0.43997} +{"mode": "train", "epoch": 144, "iter": 600, "lr": 0.00012, "memory": 4120, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02552, "loss": 0.02552, "time": 0.43726} +{"mode": "train", "epoch": 144, "iter": 700, "lr": 0.00011, "memory": 4120, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02524, "loss": 0.02524, "time": 0.42959} +{"mode": "train", "epoch": 144, "iter": 800, "lr": 0.00011, "memory": 4120, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02465, "loss": 0.02465, "time": 0.42699} +{"mode": "train", "epoch": 144, "iter": 900, "lr": 0.00011, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02435, "loss": 0.02435, "time": 0.42701} +{"mode": "train", "epoch": 144, "iter": 1000, "lr": 0.00011, "memory": 4120, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02663, "loss": 0.02663, "time": 0.42978} +{"mode": "train", "epoch": 144, "iter": 1100, "lr": 0.0001, "memory": 4120, "data_time": 0.00038, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02505, "loss": 0.02505, "time": 0.42988} +{"mode": "train", "epoch": 144, "iter": 1200, "lr": 0.0001, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02871, "loss": 0.02871, "time": 0.43511} +{"mode": "val", "epoch": 144, "iter": 533, "lr": 0.0001, "top1_acc": 0.94308, "top5_acc": 0.9973, "mean_class_accuracy": 0.92052} +{"mode": "train", "epoch": 145, "iter": 100, "lr": 0.0001, "memory": 4120, "data_time": 0.20246, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02547, "loss": 0.02547, "time": 0.63751} +{"mode": "train", "epoch": 145, "iter": 200, "lr": 9e-05, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02516, "loss": 0.02516, "time": 0.43907} +{"mode": "train", "epoch": 145, "iter": 300, "lr": 9e-05, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02619, "loss": 0.02619, "time": 0.44086} +{"mode": "train", "epoch": 145, "iter": 400, "lr": 9e-05, "memory": 4120, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.024, "loss": 0.024, "time": 0.43568} +{"mode": "train", "epoch": 145, "iter": 500, "lr": 9e-05, "memory": 4120, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02572, "loss": 0.02572, "time": 0.4387} +{"mode": "train", "epoch": 145, "iter": 600, "lr": 8e-05, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0272, "loss": 0.0272, "time": 0.43973} +{"mode": "train", "epoch": 145, "iter": 700, "lr": 8e-05, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02604, "loss": 0.02604, "time": 0.43958} +{"mode": "train", "epoch": 145, "iter": 800, "lr": 8e-05, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02514, "loss": 0.02514, "time": 0.44071} +{"mode": "train", "epoch": 145, "iter": 900, "lr": 8e-05, "memory": 4120, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02669, "loss": 0.02669, "time": 0.43677} +{"mode": "train", "epoch": 145, "iter": 1000, "lr": 7e-05, "memory": 4120, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02491, "loss": 0.02491, "time": 0.43629} +{"mode": "train", "epoch": 145, "iter": 1100, "lr": 7e-05, "memory": 4120, "data_time": 0.00039, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02602, "loss": 0.02602, "time": 0.43041} +{"mode": "train", "epoch": 145, "iter": 1200, "lr": 7e-05, "memory": 4120, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02558, "loss": 0.02558, "time": 0.429} +{"mode": "val", "epoch": 145, "iter": 533, "lr": 7e-05, "top1_acc": 0.94285, "top5_acc": 0.9973, "mean_class_accuracy": 0.9217} +{"mode": "train", "epoch": 146, "iter": 100, "lr": 7e-05, "memory": 4120, "data_time": 0.17526, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0254, "loss": 0.0254, "time": 0.59053} +{"mode": "train", "epoch": 146, "iter": 200, "lr": 6e-05, "memory": 4120, "data_time": 0.00035, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02581, "loss": 0.02581, "time": 0.44086} +{"mode": "train", "epoch": 146, "iter": 300, "lr": 6e-05, "memory": 4120, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02513, "loss": 0.02513, "time": 0.4403} +{"mode": "train", "epoch": 146, "iter": 400, "lr": 6e-05, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02632, "loss": 0.02632, "time": 0.43982} +{"mode": "train", "epoch": 146, "iter": 500, "lr": 6e-05, "memory": 4120, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02464, "loss": 0.02464, "time": 0.43426} +{"mode": "train", "epoch": 146, "iter": 600, "lr": 6e-05, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02484, "loss": 0.02484, "time": 0.43961} +{"mode": "train", "epoch": 146, "iter": 700, "lr": 5e-05, "memory": 4120, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02571, "loss": 0.02571, "time": 0.44112} +{"mode": "train", "epoch": 146, "iter": 800, "lr": 5e-05, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02787, "loss": 0.02787, "time": 0.44038} +{"mode": "train", "epoch": 146, "iter": 900, "lr": 5e-05, "memory": 4120, "data_time": 0.00057, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02532, "loss": 0.02532, "time": 0.43966} +{"mode": "train", "epoch": 146, "iter": 1000, "lr": 5e-05, "memory": 4120, "data_time": 0.00042, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02536, "loss": 0.02536, "time": 0.43502} +{"mode": "train", "epoch": 146, "iter": 1100, "lr": 5e-05, "memory": 4120, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02715, "loss": 0.02715, "time": 0.43953} +{"mode": "train", "epoch": 146, "iter": 1200, "lr": 5e-05, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02583, "loss": 0.02583, "time": 0.43988} +{"mode": "val", "epoch": 146, "iter": 533, "lr": 4e-05, "top1_acc": 0.94437, "top5_acc": 0.99695, "mean_class_accuracy": 0.92201} +{"mode": "train", "epoch": 147, "iter": 100, "lr": 4e-05, "memory": 4120, "data_time": 0.1776, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02576, "loss": 0.02576, "time": 0.58051} +{"mode": "train", "epoch": 147, "iter": 200, "lr": 4e-05, "memory": 4120, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02453, "loss": 0.02453, "time": 0.43035} +{"mode": "train", "epoch": 147, "iter": 300, "lr": 4e-05, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02599, "loss": 0.02599, "time": 0.4309} +{"mode": "train", "epoch": 147, "iter": 400, "lr": 4e-05, "memory": 4120, "data_time": 0.00035, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0253, "loss": 0.0253, "time": 0.43023} +{"mode": "train", "epoch": 147, "iter": 500, "lr": 4e-05, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02747, "loss": 0.02747, "time": 0.42784} +{"mode": "train", "epoch": 147, "iter": 600, "lr": 3e-05, "memory": 4120, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02572, "loss": 0.02572, "time": 0.42747} +{"mode": "train", "epoch": 147, "iter": 700, "lr": 3e-05, "memory": 4120, "data_time": 0.00035, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02564, "loss": 0.02564, "time": 0.43104} +{"mode": "train", "epoch": 147, "iter": 800, "lr": 3e-05, "memory": 4120, "data_time": 0.00034, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02565, "loss": 0.02565, "time": 0.43133} +{"mode": "train", "epoch": 147, "iter": 900, "lr": 3e-05, "memory": 4120, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02593, "loss": 0.02593, "time": 0.43752} +{"mode": "train", "epoch": 147, "iter": 1000, "lr": 3e-05, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02571, "loss": 0.02571, "time": 0.43871} +{"mode": "train", "epoch": 147, "iter": 1100, "lr": 3e-05, "memory": 4120, "data_time": 0.00044, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02642, "loss": 0.02642, "time": 0.43685} +{"mode": "train", "epoch": 147, "iter": 1200, "lr": 3e-05, "memory": 4120, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02386, "loss": 0.02386, "time": 0.44081} +{"mode": "val", "epoch": 147, "iter": 533, "lr": 2e-05, "top1_acc": 0.94285, "top5_acc": 0.9973, "mean_class_accuracy": 0.92181} +{"mode": "train", "epoch": 148, "iter": 100, "lr": 2e-05, "memory": 4120, "data_time": 0.17551, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0264, "loss": 0.0264, "time": 0.56972} +{"mode": "train", "epoch": 148, "iter": 200, "lr": 2e-05, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02781, "loss": 0.02781, "time": 0.44018} +{"mode": "train", "epoch": 148, "iter": 300, "lr": 2e-05, "memory": 4120, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02585, "loss": 0.02585, "time": 0.4398} +{"mode": "train", "epoch": 148, "iter": 400, "lr": 2e-05, "memory": 4120, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02531, "loss": 0.02531, "time": 0.44106} +{"mode": "train", "epoch": 148, "iter": 500, "lr": 2e-05, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02497, "loss": 0.02497, "time": 0.43826} +{"mode": "train", "epoch": 148, "iter": 600, "lr": 2e-05, "memory": 4120, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02621, "loss": 0.02621, "time": 0.43477} +{"mode": "train", "epoch": 148, "iter": 700, "lr": 2e-05, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0264, "loss": 0.0264, "time": 0.44} +{"mode": "train", "epoch": 148, "iter": 800, "lr": 2e-05, "memory": 4120, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02417, "loss": 0.02417, "time": 0.43867} +{"mode": "train", "epoch": 148, "iter": 900, "lr": 1e-05, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02661, "loss": 0.02661, "time": 0.44244} +{"mode": "train", "epoch": 148, "iter": 1000, "lr": 1e-05, "memory": 4120, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02583, "loss": 0.02583, "time": 0.44092} +{"mode": "train", "epoch": 148, "iter": 1100, "lr": 1e-05, "memory": 4120, "data_time": 0.00034, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0248, "loss": 0.0248, "time": 0.43558} +{"mode": "train", "epoch": 148, "iter": 1200, "lr": 1e-05, "memory": 4120, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02527, "loss": 0.02527, "time": 0.43782} +{"mode": "val", "epoch": 148, "iter": 533, "lr": 1e-05, "top1_acc": 0.94367, "top5_acc": 0.99707, "mean_class_accuracy": 0.92313} +{"mode": "train", "epoch": 149, "iter": 100, "lr": 1e-05, "memory": 4120, "data_time": 0.19387, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02544, "loss": 0.02544, "time": 0.58414} +{"mode": "train", "epoch": 149, "iter": 200, "lr": 1e-05, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02588, "loss": 0.02588, "time": 0.43911} +{"mode": "train", "epoch": 149, "iter": 300, "lr": 1e-05, "memory": 4120, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02406, "loss": 0.02406, "time": 0.44119} +{"mode": "train", "epoch": 149, "iter": 400, "lr": 1e-05, "memory": 4120, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02547, "loss": 0.02547, "time": 0.43961} +{"mode": "train", "epoch": 149, "iter": 500, "lr": 1e-05, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02676, "loss": 0.02676, "time": 0.43993} +{"mode": "train", "epoch": 149, "iter": 600, "lr": 1e-05, "memory": 4120, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02577, "loss": 0.02577, "time": 0.43589} +{"mode": "train", "epoch": 149, "iter": 700, "lr": 1e-05, "memory": 4120, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02561, "loss": 0.02561, "time": 0.4388} +{"mode": "train", "epoch": 149, "iter": 800, "lr": 1e-05, "memory": 4120, "data_time": 0.00039, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02528, "loss": 0.02528, "time": 0.4409} +{"mode": "train", "epoch": 149, "iter": 900, "lr": 0.0, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02491, "loss": 0.02491, "time": 0.44055} +{"mode": "train", "epoch": 149, "iter": 1000, "lr": 0.0, "memory": 4120, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02545, "loss": 0.02545, "time": 0.43972} +{"mode": "train", "epoch": 149, "iter": 1100, "lr": 0.0, "memory": 4120, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02434, "loss": 0.02434, "time": 0.43481} +{"mode": "train", "epoch": 149, "iter": 1200, "lr": 0.0, "memory": 4120, "data_time": 0.00038, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02512, "loss": 0.02512, "time": 0.43891} +{"mode": "val", "epoch": 149, "iter": 533, "lr": 0.0, "top1_acc": 0.94273, "top5_acc": 0.9973, "mean_class_accuracy": 0.92217} +{"mode": "train", "epoch": 150, "iter": 100, "lr": 0.0, "memory": 4120, "data_time": 0.22751, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0253, "loss": 0.0253, "time": 0.61005} +{"mode": "train", "epoch": 150, "iter": 200, "lr": 0.0, "memory": 4120, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02475, "loss": 0.02475, "time": 0.42846} +{"mode": "train", "epoch": 150, "iter": 300, "lr": 0.0, "memory": 4120, "data_time": 0.00071, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0248, "loss": 0.0248, "time": 0.43013} +{"mode": "train", "epoch": 150, "iter": 400, "lr": 0.0, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02558, "loss": 0.02558, "time": 0.42955} +{"mode": "train", "epoch": 150, "iter": 500, "lr": 0.0, "memory": 4120, "data_time": 0.00068, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02611, "loss": 0.02611, "time": 0.43334} +{"mode": "train", "epoch": 150, "iter": 600, "lr": 0.0, "memory": 4120, "data_time": 0.00048, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02537, "loss": 0.02537, "time": 0.43989} +{"mode": "train", "epoch": 150, "iter": 700, "lr": 0.0, "memory": 4120, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02624, "loss": 0.02624, "time": 0.44874} +{"mode": "train", "epoch": 150, "iter": 800, "lr": 0.0, "memory": 4120, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02465, "loss": 0.02465, "time": 0.446} +{"mode": "train", "epoch": 150, "iter": 900, "lr": 0.0, "memory": 4120, "data_time": 0.00046, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02553, "loss": 0.02553, "time": 0.44564} +{"mode": "train", "epoch": 150, "iter": 1000, "lr": 0.0, "memory": 4120, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02495, "loss": 0.02495, "time": 0.44071} +{"mode": "train", "epoch": 150, "iter": 1100, "lr": 0.0, "memory": 4120, "data_time": 0.00051, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02641, "loss": 0.02641, "time": 0.44424} +{"mode": "train", "epoch": 150, "iter": 1200, "lr": 0.0, "memory": 4120, "data_time": 0.00086, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02797, "loss": 0.02797, "time": 0.44912} +{"mode": "val", "epoch": 150, "iter": 533, "lr": 0.0, "top1_acc": 0.94273, "top5_acc": 0.99742, "mean_class_accuracy": 0.9216}