diff --git "a/ntu60_xview/k_2/20231227_154026.log.json" "b/ntu60_xview/k_2/20231227_154026.log.json" new file mode 100644--- /dev/null +++ "b/ntu60_xview/k_2/20231227_154026.log.json" @@ -0,0 +1,3601 @@ +{"env_info": "sys.platform: linux\nPython: 3.8.8 (default, Apr 13 2021, 19:58:26) [GCC 7.3.0]\nCUDA available: True\nGPU 0: GeForce RTX 3090\nCUDA_HOME: /usr/local/cuda\nNVCC: Cuda compilation tools, release 11.2, V11.2.67\nGCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0\nPyTorch: 1.9.1\nPyTorch compiling details: PyTorch built with:\n - GCC 7.3\n - C++ Version: 201402\n - Intel(R) oneAPI Math Kernel Library Version 2021.2-Product Build 20210312 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.1\n - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=compute_37\n - CuDNN 8.0.5\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, \n\nTorchVision: 0.10.1\nOpenCV: 4.6.0\nMMCV: 1.6.0\nMMCV Compiler: GCC 9.3\nMMCV CUDA Compiler: 11.2\npyskl: 0.1.0+", "seed": 229463621, "config_name": "k_2.py", "work_dir": "k_2", "hook_msgs": {}} +{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.025, "memory": 6499, "data_time": 0.1743, "top1_acc": 0.01938, "top5_acc": 0.12625, "loss_cls": 4.99207, "loss": 4.99207, "time": 0.41079} +{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.025, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.04562, "top5_acc": 0.22875, "loss_cls": 4.55347, "loss": 4.55347, "time": 0.22927} +{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.025, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.05625, "top5_acc": 0.2425, "loss_cls": 4.47079, "loss": 4.47079, "time": 0.23025} +{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.07125, "top5_acc": 0.28188, "loss_cls": 4.49839, "loss": 4.49839, "time": 0.22912} +{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.025, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.09688, "top5_acc": 0.36938, "loss_cls": 4.46448, "loss": 4.46448, "time": 0.22968} +{"mode": "train", "epoch": 1, "iter": 600, "lr": 0.025, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.11062, "top5_acc": 0.405, "loss_cls": 4.58597, "loss": 4.58597, "time": 0.22924} +{"mode": "train", "epoch": 1, "iter": 700, "lr": 0.025, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.12625, "top5_acc": 0.455, "loss_cls": 4.32419, "loss": 4.32419, "time": 0.22953} +{"mode": "train", "epoch": 1, "iter": 800, "lr": 0.025, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.14, "top5_acc": 0.4425, "loss_cls": 4.23607, "loss": 4.23607, "time": 0.23007} +{"mode": "train", "epoch": 1, "iter": 900, "lr": 0.025, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.14312, "top5_acc": 0.4975, "loss_cls": 4.04684, "loss": 4.04684, "time": 0.23012} +{"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.025, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.1625, "top5_acc": 0.53062, "loss_cls": 3.88806, "loss": 3.88806, "time": 0.23011} +{"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.025, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.18312, "top5_acc": 0.53, "loss_cls": 3.7978, "loss": 3.7978, "time": 0.23125} +{"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.025, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.1825, "top5_acc": 0.55875, "loss_cls": 3.68354, "loss": 3.68354, "time": 0.23069} +{"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.025, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.20688, "top5_acc": 0.59312, "loss_cls": 3.57513, "loss": 3.57513, "time": 0.22965} +{"mode": "train", "epoch": 1, "iter": 1400, "lr": 0.025, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.22688, "top5_acc": 0.6125, "loss_cls": 3.51913, "loss": 3.51913, "time": 0.23034} +{"mode": "train", "epoch": 1, "iter": 1500, "lr": 0.025, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.24438, "top5_acc": 0.62062, "loss_cls": 3.48341, "loss": 3.48341, "time": 0.23021} +{"mode": "train", "epoch": 1, "iter": 1600, "lr": 0.025, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.24875, "top5_acc": 0.65375, "loss_cls": 3.35501, "loss": 3.35501, "time": 0.23004} +{"mode": "train", "epoch": 1, "iter": 1700, "lr": 0.025, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.25375, "top5_acc": 0.6675, "loss_cls": 3.35872, "loss": 3.35872, "time": 0.23063} +{"mode": "train", "epoch": 1, "iter": 1800, "lr": 0.025, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.28125, "top5_acc": 0.69188, "loss_cls": 3.25837, "loss": 3.25837, "time": 0.23049} +{"mode": "train", "epoch": 1, "iter": 1900, "lr": 0.025, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.27625, "top5_acc": 0.69812, "loss_cls": 3.21822, "loss": 3.21822, "time": 0.23004} +{"mode": "train", "epoch": 1, "iter": 2000, "lr": 0.025, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.29938, "top5_acc": 0.70938, "loss_cls": 3.17257, "loss": 3.17257, "time": 0.22984} +{"mode": "train", "epoch": 1, "iter": 2100, "lr": 0.025, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.3025, "top5_acc": 0.71688, "loss_cls": 3.12434, "loss": 3.12434, "time": 0.23004} +{"mode": "train", "epoch": 1, "iter": 2200, "lr": 0.025, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.3075, "top5_acc": 0.72625, "loss_cls": 3.10721, "loss": 3.10721, "time": 0.22958} +{"mode": "train", "epoch": 1, "iter": 2300, "lr": 0.025, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.33812, "top5_acc": 0.7475, "loss_cls": 3.02879, "loss": 3.02879, "time": 0.22961} +{"mode": "val", "epoch": 1, "iter": 1184, "lr": 0.025, "top1_acc": 0.412, "top5_acc": 0.83583} +{"mode": "train", "epoch": 2, "iter": 100, "lr": 0.025, "memory": 6499, "data_time": 0.1685, "top1_acc": 0.3575, "top5_acc": 0.76188, "loss_cls": 2.99826, "loss": 2.99826, "time": 0.39942} +{"mode": "train", "epoch": 2, "iter": 200, "lr": 0.025, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.38188, "top5_acc": 0.78, "loss_cls": 2.90876, "loss": 2.90876, "time": 0.23074} +{"mode": "train", "epoch": 2, "iter": 300, "lr": 0.025, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.39125, "top5_acc": 0.79938, "loss_cls": 2.84498, "loss": 2.84498, "time": 0.23168} +{"mode": "train", "epoch": 2, "iter": 400, "lr": 0.025, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.37312, "top5_acc": 0.7825, "loss_cls": 2.87236, "loss": 2.87236, "time": 0.23133} +{"mode": "train", "epoch": 2, "iter": 500, "lr": 0.025, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.415, "top5_acc": 0.81375, "loss_cls": 2.75427, "loss": 2.75427, "time": 0.23035} +{"mode": "train", "epoch": 2, "iter": 600, "lr": 0.025, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.40438, "top5_acc": 0.81188, "loss_cls": 2.76324, "loss": 2.76324, "time": 0.23039} +{"mode": "train", "epoch": 2, "iter": 700, "lr": 0.025, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.42, "top5_acc": 0.82625, "loss_cls": 2.73927, "loss": 2.73927, "time": 0.23049} +{"mode": "train", "epoch": 2, "iter": 800, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.42188, "top5_acc": 0.8275, "loss_cls": 2.69361, "loss": 2.69361, "time": 0.23079} +{"mode": "train", "epoch": 2, "iter": 900, "lr": 0.02499, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.44062, "top5_acc": 0.83125, "loss_cls": 2.65592, "loss": 2.65592, "time": 0.23206} +{"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.02499, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.46188, "top5_acc": 0.8425, "loss_cls": 2.61314, "loss": 2.61314, "time": 0.23034} +{"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.02499, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.4675, "top5_acc": 0.84125, "loss_cls": 2.59682, "loss": 2.59682, "time": 0.23064} +{"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.02499, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.47688, "top5_acc": 0.83312, "loss_cls": 2.56505, "loss": 2.56505, "time": 0.23098} +{"mode": "train", "epoch": 2, "iter": 1300, "lr": 0.02499, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.4675, "top5_acc": 0.83625, "loss_cls": 2.57943, "loss": 2.57943, "time": 0.23106} +{"mode": "train", "epoch": 2, "iter": 1400, "lr": 0.02499, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.4825, "top5_acc": 0.84625, "loss_cls": 2.56512, "loss": 2.56512, "time": 0.2305} +{"mode": "train", "epoch": 2, "iter": 1500, "lr": 0.02499, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.47812, "top5_acc": 0.85188, "loss_cls": 2.54431, "loss": 2.54431, "time": 0.2303} +{"mode": "train", "epoch": 2, "iter": 1600, "lr": 0.02499, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.48875, "top5_acc": 0.84688, "loss_cls": 2.52987, "loss": 2.52987, "time": 0.23031} +{"mode": "train", "epoch": 2, "iter": 1700, "lr": 0.02499, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.48625, "top5_acc": 0.85062, "loss_cls": 2.532, "loss": 2.532, "time": 0.23075} +{"mode": "train", "epoch": 2, "iter": 1800, "lr": 0.02499, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.47875, "top5_acc": 0.845, "loss_cls": 2.54303, "loss": 2.54303, "time": 0.23084} +{"mode": "train", "epoch": 2, "iter": 1900, "lr": 0.02499, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.49, "top5_acc": 0.85938, "loss_cls": 2.45441, "loss": 2.45441, "time": 0.23179} +{"mode": "train", "epoch": 2, "iter": 2000, "lr": 0.02499, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.51, "top5_acc": 0.85188, "loss_cls": 2.45677, "loss": 2.45677, "time": 0.2318} +{"mode": "train", "epoch": 2, "iter": 2100, "lr": 0.02499, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.49688, "top5_acc": 0.86625, "loss_cls": 2.42322, "loss": 2.42322, "time": 0.23115} +{"mode": "train", "epoch": 2, "iter": 2200, "lr": 0.02499, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.5125, "top5_acc": 0.875, "loss_cls": 2.38532, "loss": 2.38532, "time": 0.23065} +{"mode": "train", "epoch": 2, "iter": 2300, "lr": 0.02499, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.51938, "top5_acc": 0.87562, "loss_cls": 2.3619, "loss": 2.3619, "time": 0.23163} +{"mode": "val", "epoch": 2, "iter": 1184, "lr": 0.02499, "top1_acc": 0.59608, "top5_acc": 0.92404} +{"mode": "train", "epoch": 3, "iter": 100, "lr": 0.02499, "memory": 6499, "data_time": 0.16259, "top1_acc": 0.55062, "top5_acc": 0.88, "loss_cls": 2.28619, "loss": 2.28619, "time": 0.39246} +{"mode": "train", "epoch": 3, "iter": 200, "lr": 0.02499, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.53938, "top5_acc": 0.87875, "loss_cls": 2.23889, "loss": 2.23889, "time": 0.2301} +{"mode": "train", "epoch": 3, "iter": 300, "lr": 0.02499, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.52688, "top5_acc": 0.86938, "loss_cls": 2.2022, "loss": 2.2022, "time": 0.23072} +{"mode": "train", "epoch": 3, "iter": 400, "lr": 0.02499, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.55125, "top5_acc": 0.86875, "loss_cls": 2.04553, "loss": 2.04553, "time": 0.23018} +{"mode": "train", "epoch": 3, "iter": 500, "lr": 0.02499, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.53, "top5_acc": 0.87875, "loss_cls": 2.0794, "loss": 2.0794, "time": 0.23016} +{"mode": "train", "epoch": 3, "iter": 600, "lr": 0.02499, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.5475, "top5_acc": 0.89062, "loss_cls": 1.99365, "loss": 1.99365, "time": 0.23021} +{"mode": "train", "epoch": 3, "iter": 700, "lr": 0.02499, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.53688, "top5_acc": 0.88312, "loss_cls": 2.02254, "loss": 2.02254, "time": 0.23015} +{"mode": "train", "epoch": 3, "iter": 800, "lr": 0.02498, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.56563, "top5_acc": 0.88875, "loss_cls": 1.93578, "loss": 1.93578, "time": 0.22952} +{"mode": "train", "epoch": 3, "iter": 900, "lr": 0.02498, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.56875, "top5_acc": 0.88938, "loss_cls": 1.93927, "loss": 1.93927, "time": 0.22949} +{"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.02498, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.57688, "top5_acc": 0.8875, "loss_cls": 1.91385, "loss": 1.91385, "time": 0.22938} +{"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.02498, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.56563, "top5_acc": 0.88125, "loss_cls": 1.8677, "loss": 1.8677, "time": 0.23003} +{"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.02498, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.57563, "top5_acc": 0.89688, "loss_cls": 1.86676, "loss": 1.86676, "time": 0.22998} +{"mode": "train", "epoch": 3, "iter": 1300, "lr": 0.02498, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.59188, "top5_acc": 0.89312, "loss_cls": 1.8289, "loss": 1.8289, "time": 0.2304} +{"mode": "train", "epoch": 3, "iter": 1400, "lr": 0.02498, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.58062, "top5_acc": 0.89062, "loss_cls": 1.83101, "loss": 1.83101, "time": 0.23326} +{"mode": "train", "epoch": 3, "iter": 1500, "lr": 0.02498, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.59375, "top5_acc": 0.88188, "loss_cls": 1.79329, "loss": 1.79329, "time": 0.23287} +{"mode": "train", "epoch": 3, "iter": 1600, "lr": 0.02498, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.57812, "top5_acc": 0.89875, "loss_cls": 1.82572, "loss": 1.82572, "time": 0.23323} +{"mode": "train", "epoch": 3, "iter": 1700, "lr": 0.02498, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.57938, "top5_acc": 0.90938, "loss_cls": 1.77224, "loss": 1.77224, "time": 0.23232} +{"mode": "train", "epoch": 3, "iter": 1800, "lr": 0.02498, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.57688, "top5_acc": 0.90438, "loss_cls": 1.77809, "loss": 1.77809, "time": 0.23214} +{"mode": "train", "epoch": 3, "iter": 1900, "lr": 0.02498, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.60938, "top5_acc": 0.90312, "loss_cls": 1.70012, "loss": 1.70012, "time": 0.23206} +{"mode": "train", "epoch": 3, "iter": 2000, "lr": 0.02498, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.58688, "top5_acc": 0.90312, "loss_cls": 1.73632, "loss": 1.73632, "time": 0.23155} +{"mode": "train", "epoch": 3, "iter": 2100, "lr": 0.02498, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.6075, "top5_acc": 0.9025, "loss_cls": 1.71224, "loss": 1.71224, "time": 0.23122} +{"mode": "train", "epoch": 3, "iter": 2200, "lr": 0.02498, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.60062, "top5_acc": 0.88812, "loss_cls": 1.72659, "loss": 1.72659, "time": 0.23346} +{"mode": "train", "epoch": 3, "iter": 2300, "lr": 0.02498, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.58938, "top5_acc": 0.89562, "loss_cls": 1.79466, "loss": 1.79466, "time": 0.23194} +{"mode": "val", "epoch": 3, "iter": 1184, "lr": 0.02498, "top1_acc": 0.68868, "top5_acc": 0.95325} +{"mode": "train", "epoch": 4, "iter": 100, "lr": 0.02497, "memory": 6499, "data_time": 0.16723, "top1_acc": 0.61187, "top5_acc": 0.90625, "loss_cls": 1.65453, "loss": 1.65453, "time": 0.39881} +{"mode": "train", "epoch": 4, "iter": 200, "lr": 0.02497, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.59562, "top5_acc": 0.915, "loss_cls": 1.65336, "loss": 1.65336, "time": 0.23082} +{"mode": "train", "epoch": 4, "iter": 300, "lr": 0.02497, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.60125, "top5_acc": 0.91375, "loss_cls": 1.63964, "loss": 1.63964, "time": 0.23122} +{"mode": "train", "epoch": 4, "iter": 400, "lr": 0.02497, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.61312, "top5_acc": 0.9025, "loss_cls": 1.6399, "loss": 1.6399, "time": 0.23179} +{"mode": "train", "epoch": 4, "iter": 500, "lr": 0.02497, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.61687, "top5_acc": 0.89625, "loss_cls": 1.67856, "loss": 1.67856, "time": 0.2308} +{"mode": "train", "epoch": 4, "iter": 600, "lr": 0.02497, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.60438, "top5_acc": 0.91875, "loss_cls": 1.59202, "loss": 1.59202, "time": 0.23183} +{"mode": "train", "epoch": 4, "iter": 700, "lr": 0.02497, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.595, "top5_acc": 0.90875, "loss_cls": 1.65573, "loss": 1.65573, "time": 0.23179} +{"mode": "train", "epoch": 4, "iter": 800, "lr": 0.02497, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.62813, "top5_acc": 0.91062, "loss_cls": 1.55566, "loss": 1.55566, "time": 0.23167} +{"mode": "train", "epoch": 4, "iter": 900, "lr": 0.02497, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.6025, "top5_acc": 0.9025, "loss_cls": 1.64912, "loss": 1.64912, "time": 0.23343} +{"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.02497, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.615, "top5_acc": 0.9125, "loss_cls": 1.55386, "loss": 1.55386, "time": 0.23119} +{"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.02497, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.635, "top5_acc": 0.915, "loss_cls": 1.54362, "loss": 1.54362, "time": 0.23098} +{"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.02497, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.62125, "top5_acc": 0.9225, "loss_cls": 1.51229, "loss": 1.51229, "time": 0.2308} +{"mode": "train", "epoch": 4, "iter": 1300, "lr": 0.02497, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.62313, "top5_acc": 0.91562, "loss_cls": 1.53673, "loss": 1.53673, "time": 0.23146} +{"mode": "train", "epoch": 4, "iter": 1400, "lr": 0.02496, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.63062, "top5_acc": 0.9175, "loss_cls": 1.4946, "loss": 1.4946, "time": 0.23138} +{"mode": "train", "epoch": 4, "iter": 1500, "lr": 0.02496, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.64438, "top5_acc": 0.91438, "loss_cls": 1.49372, "loss": 1.49372, "time": 0.23143} +{"mode": "train", "epoch": 4, "iter": 1600, "lr": 0.02496, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.63313, "top5_acc": 0.91938, "loss_cls": 1.49875, "loss": 1.49875, "time": 0.23071} +{"mode": "train", "epoch": 4, "iter": 1700, "lr": 0.02496, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.65125, "top5_acc": 0.925, "loss_cls": 1.44336, "loss": 1.44336, "time": 0.23076} +{"mode": "train", "epoch": 4, "iter": 1800, "lr": 0.02496, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.64375, "top5_acc": 0.9225, "loss_cls": 1.47139, "loss": 1.47139, "time": 0.2306} +{"mode": "train", "epoch": 4, "iter": 1900, "lr": 0.02496, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.65688, "top5_acc": 0.91875, "loss_cls": 1.45489, "loss": 1.45489, "time": 0.2315} +{"mode": "train", "epoch": 4, "iter": 2000, "lr": 0.02496, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.63, "top5_acc": 0.91562, "loss_cls": 1.54655, "loss": 1.54655, "time": 0.23244} +{"mode": "train", "epoch": 4, "iter": 2100, "lr": 0.02496, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.64625, "top5_acc": 0.925, "loss_cls": 1.48716, "loss": 1.48716, "time": 0.23096} +{"mode": "train", "epoch": 4, "iter": 2200, "lr": 0.02496, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.64125, "top5_acc": 0.91438, "loss_cls": 1.4779, "loss": 1.4779, "time": 0.23132} +{"mode": "train", "epoch": 4, "iter": 2300, "lr": 0.02496, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.65938, "top5_acc": 0.93438, "loss_cls": 1.35198, "loss": 1.35198, "time": 0.23114} +{"mode": "val", "epoch": 4, "iter": 1184, "lr": 0.02496, "top1_acc": 0.72174, "top5_acc": 0.96255} +{"mode": "train", "epoch": 5, "iter": 100, "lr": 0.02496, "memory": 6499, "data_time": 0.16662, "top1_acc": 0.65875, "top5_acc": 0.92812, "loss_cls": 1.43794, "loss": 1.43794, "time": 0.39671} +{"mode": "train", "epoch": 5, "iter": 200, "lr": 0.02495, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.66938, "top5_acc": 0.92625, "loss_cls": 1.39949, "loss": 1.39949, "time": 0.22922} +{"mode": "train", "epoch": 5, "iter": 300, "lr": 0.02495, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.67375, "top5_acc": 0.93812, "loss_cls": 1.35519, "loss": 1.35519, "time": 0.22974} +{"mode": "train", "epoch": 5, "iter": 400, "lr": 0.02495, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.66312, "top5_acc": 0.92375, "loss_cls": 1.40284, "loss": 1.40284, "time": 0.22947} +{"mode": "train", "epoch": 5, "iter": 500, "lr": 0.02495, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.65688, "top5_acc": 0.92438, "loss_cls": 1.40514, "loss": 1.40514, "time": 0.23111} +{"mode": "train", "epoch": 5, "iter": 600, "lr": 0.02495, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.65625, "top5_acc": 0.91938, "loss_cls": 1.44246, "loss": 1.44246, "time": 0.22971} +{"mode": "train", "epoch": 5, "iter": 700, "lr": 0.02495, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.67312, "top5_acc": 0.92688, "loss_cls": 1.34786, "loss": 1.34786, "time": 0.22979} +{"mode": "train", "epoch": 5, "iter": 800, "lr": 0.02495, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.67688, "top5_acc": 0.93, "loss_cls": 1.36523, "loss": 1.36523, "time": 0.22954} +{"mode": "train", "epoch": 5, "iter": 900, "lr": 0.02495, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.64562, "top5_acc": 0.92312, "loss_cls": 1.46638, "loss": 1.46638, "time": 0.22958} +{"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.02495, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.67125, "top5_acc": 0.93812, "loss_cls": 1.32697, "loss": 1.32697, "time": 0.22974} +{"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.02495, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.67438, "top5_acc": 0.92, "loss_cls": 1.4007, "loss": 1.4007, "time": 0.22974} +{"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.02494, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.64125, "top5_acc": 0.91562, "loss_cls": 1.46748, "loss": 1.46748, "time": 0.23075} +{"mode": "train", "epoch": 5, "iter": 1300, "lr": 0.02494, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.65188, "top5_acc": 0.91562, "loss_cls": 1.44955, "loss": 1.44955, "time": 0.23042} +{"mode": "train", "epoch": 5, "iter": 1400, "lr": 0.02494, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.66625, "top5_acc": 0.9325, "loss_cls": 1.38848, "loss": 1.38848, "time": 0.22983} +{"mode": "train", "epoch": 5, "iter": 1500, "lr": 0.02494, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.67, "top5_acc": 0.93938, "loss_cls": 1.30557, "loss": 1.30557, "time": 0.22964} +{"mode": "train", "epoch": 5, "iter": 1600, "lr": 0.02494, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.64562, "top5_acc": 0.92312, "loss_cls": 1.42311, "loss": 1.42311, "time": 0.2299} +{"mode": "train", "epoch": 5, "iter": 1700, "lr": 0.02494, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.65562, "top5_acc": 0.94188, "loss_cls": 1.35116, "loss": 1.35116, "time": 0.23013} +{"mode": "train", "epoch": 5, "iter": 1800, "lr": 0.02494, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.67312, "top5_acc": 0.92875, "loss_cls": 1.33581, "loss": 1.33581, "time": 0.23133} +{"mode": "train", "epoch": 5, "iter": 1900, "lr": 0.02494, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.64812, "top5_acc": 0.9275, "loss_cls": 1.40724, "loss": 1.40724, "time": 0.23135} +{"mode": "train", "epoch": 5, "iter": 2000, "lr": 0.02494, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.68688, "top5_acc": 0.92875, "loss_cls": 1.35768, "loss": 1.35768, "time": 0.23076} +{"mode": "train", "epoch": 5, "iter": 2100, "lr": 0.02493, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.66562, "top5_acc": 0.925, "loss_cls": 1.39392, "loss": 1.39392, "time": 0.23164} +{"mode": "train", "epoch": 5, "iter": 2200, "lr": 0.02493, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.6525, "top5_acc": 0.93562, "loss_cls": 1.37015, "loss": 1.37015, "time": 0.23088} +{"mode": "train", "epoch": 5, "iter": 2300, "lr": 0.02493, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.66812, "top5_acc": 0.92438, "loss_cls": 1.38892, "loss": 1.38892, "time": 0.23073} +{"mode": "val", "epoch": 5, "iter": 1184, "lr": 0.02493, "top1_acc": 0.74599, "top5_acc": 0.96239} +{"mode": "train", "epoch": 6, "iter": 100, "lr": 0.02493, "memory": 6499, "data_time": 0.16772, "top1_acc": 0.68375, "top5_acc": 0.93938, "loss_cls": 1.26485, "loss": 1.26485, "time": 0.39966} +{"mode": "train", "epoch": 6, "iter": 200, "lr": 0.02493, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.67, "top5_acc": 0.93438, "loss_cls": 1.31231, "loss": 1.31231, "time": 0.2316} +{"mode": "train", "epoch": 6, "iter": 300, "lr": 0.02493, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.68688, "top5_acc": 0.93, "loss_cls": 1.3205, "loss": 1.3205, "time": 0.23073} +{"mode": "train", "epoch": 6, "iter": 400, "lr": 0.02493, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.67, "top5_acc": 0.92688, "loss_cls": 1.36053, "loss": 1.36053, "time": 0.23052} +{"mode": "train", "epoch": 6, "iter": 500, "lr": 0.02493, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.695, "top5_acc": 0.93625, "loss_cls": 1.26982, "loss": 1.26982, "time": 0.23173} +{"mode": "train", "epoch": 6, "iter": 600, "lr": 0.02492, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.68875, "top5_acc": 0.93938, "loss_cls": 1.28445, "loss": 1.28445, "time": 0.22999} +{"mode": "train", "epoch": 6, "iter": 700, "lr": 0.02492, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.66938, "top5_acc": 0.91875, "loss_cls": 1.37787, "loss": 1.37787, "time": 0.23031} +{"mode": "train", "epoch": 6, "iter": 800, "lr": 0.02492, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.66625, "top5_acc": 0.92438, "loss_cls": 1.39213, "loss": 1.39213, "time": 0.23037} +{"mode": "train", "epoch": 6, "iter": 900, "lr": 0.02492, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.68312, "top5_acc": 0.93125, "loss_cls": 1.29305, "loss": 1.29305, "time": 0.23034} +{"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.02492, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.69438, "top5_acc": 0.93688, "loss_cls": 1.26355, "loss": 1.26355, "time": 0.23061} +{"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.02492, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.705, "top5_acc": 0.94188, "loss_cls": 1.2476, "loss": 1.2476, "time": 0.23051} +{"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.02492, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.69312, "top5_acc": 0.94188, "loss_cls": 1.27059, "loss": 1.27059, "time": 0.23042} +{"mode": "train", "epoch": 6, "iter": 1300, "lr": 0.02492, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.68375, "top5_acc": 0.93625, "loss_cls": 1.30366, "loss": 1.30366, "time": 0.23022} +{"mode": "train", "epoch": 6, "iter": 1400, "lr": 0.02491, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.69938, "top5_acc": 0.93375, "loss_cls": 1.25168, "loss": 1.25168, "time": 0.2304} +{"mode": "train", "epoch": 6, "iter": 1500, "lr": 0.02491, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.6925, "top5_acc": 0.93188, "loss_cls": 1.28142, "loss": 1.28142, "time": 0.23056} +{"mode": "train", "epoch": 6, "iter": 1600, "lr": 0.02491, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.685, "top5_acc": 0.93312, "loss_cls": 1.29629, "loss": 1.29629, "time": 0.22975} +{"mode": "train", "epoch": 6, "iter": 1700, "lr": 0.02491, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.67562, "top5_acc": 0.925, "loss_cls": 1.31079, "loss": 1.31079, "time": 0.22962} +{"mode": "train", "epoch": 6, "iter": 1800, "lr": 0.02491, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.68312, "top5_acc": 0.9275, "loss_cls": 1.3092, "loss": 1.3092, "time": 0.22956} +{"mode": "train", "epoch": 6, "iter": 1900, "lr": 0.02491, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.67188, "top5_acc": 0.93312, "loss_cls": 1.31381, "loss": 1.31381, "time": 0.22969} +{"mode": "train", "epoch": 6, "iter": 2000, "lr": 0.02491, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.66062, "top5_acc": 0.93188, "loss_cls": 1.38101, "loss": 1.38101, "time": 0.23029} +{"mode": "train", "epoch": 6, "iter": 2100, "lr": 0.0249, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.69, "top5_acc": 0.93875, "loss_cls": 1.2831, "loss": 1.2831, "time": 0.23038} +{"mode": "train", "epoch": 6, "iter": 2200, "lr": 0.0249, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.66562, "top5_acc": 0.93062, "loss_cls": 1.3404, "loss": 1.3404, "time": 0.23018} +{"mode": "train", "epoch": 6, "iter": 2300, "lr": 0.0249, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.68625, "top5_acc": 0.94625, "loss_cls": 1.24396, "loss": 1.24396, "time": 0.23038} +{"mode": "val", "epoch": 6, "iter": 1184, "lr": 0.0249, "top1_acc": 0.77292, "top5_acc": 0.97253} +{"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0249, "memory": 6499, "data_time": 0.16956, "top1_acc": 0.705, "top5_acc": 0.945, "loss_cls": 1.21042, "loss": 1.21042, "time": 0.39984} +{"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0249, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.70188, "top5_acc": 0.94312, "loss_cls": 1.22546, "loss": 1.22546, "time": 0.23024} +{"mode": "train", "epoch": 7, "iter": 300, "lr": 0.0249, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.68, "top5_acc": 0.94, "loss_cls": 1.2796, "loss": 1.2796, "time": 0.22976} +{"mode": "train", "epoch": 7, "iter": 400, "lr": 0.0249, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.6975, "top5_acc": 0.94188, "loss_cls": 1.24096, "loss": 1.24096, "time": 0.22973} +{"mode": "train", "epoch": 7, "iter": 500, "lr": 0.02489, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.69938, "top5_acc": 0.93812, "loss_cls": 1.24136, "loss": 1.24136, "time": 0.22962} +{"mode": "train", "epoch": 7, "iter": 600, "lr": 0.02489, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.70812, "top5_acc": 0.9475, "loss_cls": 1.15746, "loss": 1.15746, "time": 0.22977} +{"mode": "train", "epoch": 7, "iter": 700, "lr": 0.02489, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.6925, "top5_acc": 0.93438, "loss_cls": 1.24907, "loss": 1.24907, "time": 0.23092} +{"mode": "train", "epoch": 7, "iter": 800, "lr": 0.02489, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.70562, "top5_acc": 0.93562, "loss_cls": 1.20213, "loss": 1.20213, "time": 0.23103} +{"mode": "train", "epoch": 7, "iter": 900, "lr": 0.02489, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.69312, "top5_acc": 0.93625, "loss_cls": 1.26601, "loss": 1.26601, "time": 0.23105} +{"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.02489, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.70125, "top5_acc": 0.9325, "loss_cls": 1.27084, "loss": 1.27084, "time": 0.23085} +{"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.02489, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7125, "top5_acc": 0.95125, "loss_cls": 1.165, "loss": 1.165, "time": 0.23088} +{"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.02488, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.70938, "top5_acc": 0.93625, "loss_cls": 1.23284, "loss": 1.23284, "time": 0.23051} +{"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.02488, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.68625, "top5_acc": 0.94375, "loss_cls": 1.24691, "loss": 1.24691, "time": 0.22989} +{"mode": "train", "epoch": 7, "iter": 1400, "lr": 0.02488, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.67438, "top5_acc": 0.94125, "loss_cls": 1.29019, "loss": 1.29019, "time": 0.22996} +{"mode": "train", "epoch": 7, "iter": 1500, "lr": 0.02488, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.6875, "top5_acc": 0.93188, "loss_cls": 1.2798, "loss": 1.2798, "time": 0.22963} +{"mode": "train", "epoch": 7, "iter": 1600, "lr": 0.02488, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7, "top5_acc": 0.93875, "loss_cls": 1.21939, "loss": 1.21939, "time": 0.2297} +{"mode": "train", "epoch": 7, "iter": 1700, "lr": 0.02488, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.675, "top5_acc": 0.92812, "loss_cls": 1.34443, "loss": 1.34443, "time": 0.22993} +{"mode": "train", "epoch": 7, "iter": 1800, "lr": 0.02487, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.70562, "top5_acc": 0.93688, "loss_cls": 1.24325, "loss": 1.24325, "time": 0.23083} +{"mode": "train", "epoch": 7, "iter": 1900, "lr": 0.02487, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.71062, "top5_acc": 0.95062, "loss_cls": 1.15028, "loss": 1.15028, "time": 0.23205} +{"mode": "train", "epoch": 7, "iter": 2000, "lr": 0.02487, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.71812, "top5_acc": 0.94375, "loss_cls": 1.16174, "loss": 1.16174, "time": 0.23191} +{"mode": "train", "epoch": 7, "iter": 2100, "lr": 0.02487, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.6825, "top5_acc": 0.9425, "loss_cls": 1.24047, "loss": 1.24047, "time": 0.23078} +{"mode": "train", "epoch": 7, "iter": 2200, "lr": 0.02487, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.67188, "top5_acc": 0.945, "loss_cls": 1.26757, "loss": 1.26757, "time": 0.23049} +{"mode": "train", "epoch": 7, "iter": 2300, "lr": 0.02487, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.71125, "top5_acc": 0.92375, "loss_cls": 1.26062, "loss": 1.26062, "time": 0.2305} +{"mode": "val", "epoch": 7, "iter": 1184, "lr": 0.02487, "top1_acc": 0.7454, "top5_acc": 0.96641} +{"mode": "train", "epoch": 8, "iter": 100, "lr": 0.02486, "memory": 6499, "data_time": 0.17035, "top1_acc": 0.71438, "top5_acc": 0.94438, "loss_cls": 1.16789, "loss": 1.16789, "time": 0.39972} +{"mode": "train", "epoch": 8, "iter": 200, "lr": 0.02486, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.70375, "top5_acc": 0.9375, "loss_cls": 1.21865, "loss": 1.21865, "time": 0.22938} +{"mode": "train", "epoch": 8, "iter": 300, "lr": 0.02486, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.71062, "top5_acc": 0.94438, "loss_cls": 1.17773, "loss": 1.17773, "time": 0.22959} +{"mode": "train", "epoch": 8, "iter": 400, "lr": 0.02486, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.72125, "top5_acc": 0.94875, "loss_cls": 1.16445, "loss": 1.16445, "time": 0.23018} +{"mode": "train", "epoch": 8, "iter": 500, "lr": 0.02486, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.71812, "top5_acc": 0.94375, "loss_cls": 1.2086, "loss": 1.2086, "time": 0.23032} +{"mode": "train", "epoch": 8, "iter": 600, "lr": 0.02486, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.71125, "top5_acc": 0.94875, "loss_cls": 1.16218, "loss": 1.16218, "time": 0.22977} +{"mode": "train", "epoch": 8, "iter": 700, "lr": 0.02485, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.71562, "top5_acc": 0.92938, "loss_cls": 1.2127, "loss": 1.2127, "time": 0.22951} +{"mode": "train", "epoch": 8, "iter": 800, "lr": 0.02485, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7, "top5_acc": 0.94125, "loss_cls": 1.22207, "loss": 1.22207, "time": 0.22978} +{"mode": "train", "epoch": 8, "iter": 900, "lr": 0.02485, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.69625, "top5_acc": 0.935, "loss_cls": 1.25024, "loss": 1.25024, "time": 0.23014} +{"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.02485, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.67375, "top5_acc": 0.93312, "loss_cls": 1.34177, "loss": 1.34177, "time": 0.23006} +{"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.02485, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.695, "top5_acc": 0.93562, "loss_cls": 1.27783, "loss": 1.27783, "time": 0.23039} +{"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.02485, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.7, "top5_acc": 0.93812, "loss_cls": 1.2493, "loss": 1.2493, "time": 0.23052} +{"mode": "train", "epoch": 8, "iter": 1300, "lr": 0.02484, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.70062, "top5_acc": 0.93625, "loss_cls": 1.24047, "loss": 1.24047, "time": 0.2299} +{"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.02484, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.68625, "top5_acc": 0.94125, "loss_cls": 1.26217, "loss": 1.26217, "time": 0.23149} +{"mode": "train", "epoch": 8, "iter": 1500, "lr": 0.02484, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.68438, "top5_acc": 0.93312, "loss_cls": 1.29117, "loss": 1.29117, "time": 0.23113} +{"mode": "train", "epoch": 8, "iter": 1600, "lr": 0.02484, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.69875, "top5_acc": 0.93875, "loss_cls": 1.24068, "loss": 1.24068, "time": 0.23016} +{"mode": "train", "epoch": 8, "iter": 1700, "lr": 0.02484, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.6975, "top5_acc": 0.94438, "loss_cls": 1.21338, "loss": 1.21338, "time": 0.22949} +{"mode": "train", "epoch": 8, "iter": 1800, "lr": 0.02484, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.69, "top5_acc": 0.93438, "loss_cls": 1.24857, "loss": 1.24857, "time": 0.22938} +{"mode": "train", "epoch": 8, "iter": 1900, "lr": 0.02483, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.70625, "top5_acc": 0.94938, "loss_cls": 1.16313, "loss": 1.16313, "time": 0.23097} +{"mode": "train", "epoch": 8, "iter": 2000, "lr": 0.02483, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.70188, "top5_acc": 0.94, "loss_cls": 1.2462, "loss": 1.2462, "time": 0.23098} +{"mode": "train", "epoch": 8, "iter": 2100, "lr": 0.02483, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.69875, "top5_acc": 0.93625, "loss_cls": 1.22225, "loss": 1.22225, "time": 0.23051} +{"mode": "train", "epoch": 8, "iter": 2200, "lr": 0.02483, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.68, "top5_acc": 0.9275, "loss_cls": 1.29471, "loss": 1.29471, "time": 0.23039} +{"mode": "train", "epoch": 8, "iter": 2300, "lr": 0.02483, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7225, "top5_acc": 0.94188, "loss_cls": 1.13324, "loss": 1.13324, "time": 0.23055} +{"mode": "val", "epoch": 8, "iter": 1184, "lr": 0.02482, "top1_acc": 0.77863, "top5_acc": 0.97274} +{"mode": "train", "epoch": 9, "iter": 100, "lr": 0.02482, "memory": 6499, "data_time": 0.16364, "top1_acc": 0.70812, "top5_acc": 0.94312, "loss_cls": 1.17435, "loss": 1.17435, "time": 0.39371} +{"mode": "train", "epoch": 9, "iter": 200, "lr": 0.02482, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.70625, "top5_acc": 0.94, "loss_cls": 1.17454, "loss": 1.17454, "time": 0.23016} +{"mode": "train", "epoch": 9, "iter": 300, "lr": 0.02482, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.72062, "top5_acc": 0.94125, "loss_cls": 1.17712, "loss": 1.17712, "time": 0.23037} +{"mode": "train", "epoch": 9, "iter": 400, "lr": 0.02482, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.72062, "top5_acc": 0.95188, "loss_cls": 1.14503, "loss": 1.14503, "time": 0.23032} +{"mode": "train", "epoch": 9, "iter": 500, "lr": 0.02482, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7025, "top5_acc": 0.94938, "loss_cls": 1.18395, "loss": 1.18395, "time": 0.23043} +{"mode": "train", "epoch": 9, "iter": 600, "lr": 0.02481, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.73938, "top5_acc": 0.94625, "loss_cls": 1.12364, "loss": 1.12364, "time": 0.23054} +{"mode": "train", "epoch": 9, "iter": 700, "lr": 0.02481, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.71438, "top5_acc": 0.94438, "loss_cls": 1.2074, "loss": 1.2074, "time": 0.23099} +{"mode": "train", "epoch": 9, "iter": 800, "lr": 0.02481, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.705, "top5_acc": 0.94062, "loss_cls": 1.17458, "loss": 1.17458, "time": 0.23024} +{"mode": "train", "epoch": 9, "iter": 900, "lr": 0.02481, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.71062, "top5_acc": 0.94375, "loss_cls": 1.16583, "loss": 1.16583, "time": 0.22989} +{"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.02481, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.68938, "top5_acc": 0.94562, "loss_cls": 1.20996, "loss": 1.20996, "time": 0.22999} +{"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.0248, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.71812, "top5_acc": 0.94, "loss_cls": 1.1847, "loss": 1.1847, "time": 0.23019} +{"mode": "train", "epoch": 9, "iter": 1200, "lr": 0.0248, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.70188, "top5_acc": 0.935, "loss_cls": 1.22634, "loss": 1.22634, "time": 0.23038} +{"mode": "train", "epoch": 9, "iter": 1300, "lr": 0.0248, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7125, "top5_acc": 0.94312, "loss_cls": 1.17688, "loss": 1.17688, "time": 0.22965} +{"mode": "train", "epoch": 9, "iter": 1400, "lr": 0.0248, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.71, "top5_acc": 0.94125, "loss_cls": 1.22725, "loss": 1.22725, "time": 0.22988} +{"mode": "train", "epoch": 9, "iter": 1500, "lr": 0.0248, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.70312, "top5_acc": 0.9425, "loss_cls": 1.18855, "loss": 1.18855, "time": 0.23097} +{"mode": "train", "epoch": 9, "iter": 1600, "lr": 0.02479, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.70875, "top5_acc": 0.945, "loss_cls": 1.17649, "loss": 1.17649, "time": 0.23084} +{"mode": "train", "epoch": 9, "iter": 1700, "lr": 0.02479, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.71312, "top5_acc": 0.94438, "loss_cls": 1.16979, "loss": 1.16979, "time": 0.23161} +{"mode": "train", "epoch": 9, "iter": 1800, "lr": 0.02479, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.71125, "top5_acc": 0.94375, "loss_cls": 1.1729, "loss": 1.1729, "time": 0.23209} +{"mode": "train", "epoch": 9, "iter": 1900, "lr": 0.02479, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.69375, "top5_acc": 0.94, "loss_cls": 1.20212, "loss": 1.20212, "time": 0.23107} +{"mode": "train", "epoch": 9, "iter": 2000, "lr": 0.02479, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.69438, "top5_acc": 0.93938, "loss_cls": 1.2329, "loss": 1.2329, "time": 0.23114} +{"mode": "train", "epoch": 9, "iter": 2100, "lr": 0.02478, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.70625, "top5_acc": 0.94188, "loss_cls": 1.1932, "loss": 1.1932, "time": 0.23076} +{"mode": "train", "epoch": 9, "iter": 2200, "lr": 0.02478, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.68938, "top5_acc": 0.93812, "loss_cls": 1.23587, "loss": 1.23587, "time": 0.23195} +{"mode": "train", "epoch": 9, "iter": 2300, "lr": 0.02478, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.73062, "top5_acc": 0.94125, "loss_cls": 1.14205, "loss": 1.14205, "time": 0.23124} +{"mode": "val", "epoch": 9, "iter": 1184, "lr": 0.02478, "top1_acc": 0.77773, "top5_acc": 0.97211} +{"mode": "train", "epoch": 10, "iter": 100, "lr": 0.02478, "memory": 6499, "data_time": 0.16953, "top1_acc": 0.73375, "top5_acc": 0.95, "loss_cls": 1.07444, "loss": 1.07444, "time": 0.39978} +{"mode": "train", "epoch": 10, "iter": 200, "lr": 0.02477, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.71938, "top5_acc": 0.9475, "loss_cls": 1.13413, "loss": 1.13413, "time": 0.2305} +{"mode": "train", "epoch": 10, "iter": 300, "lr": 0.02477, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.71062, "top5_acc": 0.94562, "loss_cls": 1.17468, "loss": 1.17468, "time": 0.23073} +{"mode": "train", "epoch": 10, "iter": 400, "lr": 0.02477, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.73125, "top5_acc": 0.94438, "loss_cls": 1.14116, "loss": 1.14116, "time": 0.23072} +{"mode": "train", "epoch": 10, "iter": 500, "lr": 0.02477, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.71, "top5_acc": 0.93625, "loss_cls": 1.16846, "loss": 1.16846, "time": 0.23082} +{"mode": "train", "epoch": 10, "iter": 600, "lr": 0.02477, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.72312, "top5_acc": 0.94625, "loss_cls": 1.12117, "loss": 1.12117, "time": 0.2309} +{"mode": "train", "epoch": 10, "iter": 700, "lr": 0.02476, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.72688, "top5_acc": 0.94688, "loss_cls": 1.14813, "loss": 1.14813, "time": 0.23102} +{"mode": "train", "epoch": 10, "iter": 800, "lr": 0.02476, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.71438, "top5_acc": 0.93688, "loss_cls": 1.17681, "loss": 1.17681, "time": 0.23239} +{"mode": "train", "epoch": 10, "iter": 900, "lr": 0.02476, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.70625, "top5_acc": 0.93062, "loss_cls": 1.19187, "loss": 1.19187, "time": 0.23207} +{"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.02476, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.72562, "top5_acc": 0.93938, "loss_cls": 1.15413, "loss": 1.15413, "time": 0.23187} +{"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.02476, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.70812, "top5_acc": 0.9425, "loss_cls": 1.20918, "loss": 1.20918, "time": 0.23086} +{"mode": "train", "epoch": 10, "iter": 1200, "lr": 0.02475, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.72312, "top5_acc": 0.945, "loss_cls": 1.11702, "loss": 1.11702, "time": 0.23091} +{"mode": "train", "epoch": 10, "iter": 1300, "lr": 0.02475, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.72875, "top5_acc": 0.95188, "loss_cls": 1.09274, "loss": 1.09274, "time": 0.23094} +{"mode": "train", "epoch": 10, "iter": 1400, "lr": 0.02475, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7275, "top5_acc": 0.94562, "loss_cls": 1.10647, "loss": 1.10647, "time": 0.23093} +{"mode": "train", "epoch": 10, "iter": 1500, "lr": 0.02475, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.75062, "top5_acc": 0.94938, "loss_cls": 1.05949, "loss": 1.05949, "time": 0.23121} +{"mode": "train", "epoch": 10, "iter": 1600, "lr": 0.02474, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.72125, "top5_acc": 0.9425, "loss_cls": 1.13059, "loss": 1.13059, "time": 0.23117} +{"mode": "train", "epoch": 10, "iter": 1700, "lr": 0.02474, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.72562, "top5_acc": 0.9475, "loss_cls": 1.10231, "loss": 1.10231, "time": 0.23093} +{"mode": "train", "epoch": 10, "iter": 1800, "lr": 0.02474, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.73812, "top5_acc": 0.94875, "loss_cls": 1.08114, "loss": 1.08114, "time": 0.23197} +{"mode": "train", "epoch": 10, "iter": 1900, "lr": 0.02474, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7275, "top5_acc": 0.94188, "loss_cls": 1.14739, "loss": 1.14739, "time": 0.23164} +{"mode": "train", "epoch": 10, "iter": 2000, "lr": 0.02473, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.70375, "top5_acc": 0.93688, "loss_cls": 1.22965, "loss": 1.22965, "time": 0.23025} +{"mode": "train", "epoch": 10, "iter": 2100, "lr": 0.02473, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.73875, "top5_acc": 0.95562, "loss_cls": 1.06966, "loss": 1.06966, "time": 0.23189} +{"mode": "train", "epoch": 10, "iter": 2200, "lr": 0.02473, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.71438, "top5_acc": 0.93875, "loss_cls": 1.14539, "loss": 1.14539, "time": 0.23111} +{"mode": "train", "epoch": 10, "iter": 2300, "lr": 0.02473, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.71188, "top5_acc": 0.95438, "loss_cls": 1.14132, "loss": 1.14132, "time": 0.22997} +{"mode": "val", "epoch": 10, "iter": 1184, "lr": 0.02473, "top1_acc": 0.77166, "top5_acc": 0.96857} +{"mode": "train", "epoch": 11, "iter": 100, "lr": 0.02472, "memory": 6499, "data_time": 0.16457, "top1_acc": 0.75562, "top5_acc": 0.96, "loss_cls": 1.00039, "loss": 1.00039, "time": 0.39451} +{"mode": "train", "epoch": 11, "iter": 200, "lr": 0.02472, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.72812, "top5_acc": 0.9525, "loss_cls": 1.08159, "loss": 1.08159, "time": 0.23014} +{"mode": "train", "epoch": 11, "iter": 300, "lr": 0.02472, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.74375, "top5_acc": 0.95562, "loss_cls": 1.04242, "loss": 1.04242, "time": 0.23249} +{"mode": "train", "epoch": 11, "iter": 400, "lr": 0.02472, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7175, "top5_acc": 0.9525, "loss_cls": 1.12707, "loss": 1.12707, "time": 0.23053} +{"mode": "train", "epoch": 11, "iter": 500, "lr": 0.02472, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.725, "top5_acc": 0.94812, "loss_cls": 1.10791, "loss": 1.10791, "time": 0.23043} +{"mode": "train", "epoch": 11, "iter": 600, "lr": 0.02471, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.74125, "top5_acc": 0.9525, "loss_cls": 1.07088, "loss": 1.07088, "time": 0.23013} +{"mode": "train", "epoch": 11, "iter": 700, "lr": 0.02471, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.71188, "top5_acc": 0.93812, "loss_cls": 1.2093, "loss": 1.2093, "time": 0.22969} +{"mode": "train", "epoch": 11, "iter": 800, "lr": 0.02471, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.73562, "top5_acc": 0.9475, "loss_cls": 1.13459, "loss": 1.13459, "time": 0.23007} +{"mode": "train", "epoch": 11, "iter": 900, "lr": 0.02471, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.71375, "top5_acc": 0.95438, "loss_cls": 1.11978, "loss": 1.11978, "time": 0.23155} +{"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.0247, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.72188, "top5_acc": 0.9475, "loss_cls": 1.10586, "loss": 1.10586, "time": 0.23155} +{"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.0247, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.72688, "top5_acc": 0.94688, "loss_cls": 1.08673, "loss": 1.08673, "time": 0.23163} +{"mode": "train", "epoch": 11, "iter": 1200, "lr": 0.0247, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.72875, "top5_acc": 0.945, "loss_cls": 1.13345, "loss": 1.13345, "time": 0.23105} +{"mode": "train", "epoch": 11, "iter": 1300, "lr": 0.0247, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.715, "top5_acc": 0.94188, "loss_cls": 1.13976, "loss": 1.13976, "time": 0.23091} +{"mode": "train", "epoch": 11, "iter": 1400, "lr": 0.02469, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.725, "top5_acc": 0.945, "loss_cls": 1.11271, "loss": 1.11271, "time": 0.23049} +{"mode": "train", "epoch": 11, "iter": 1500, "lr": 0.02469, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.73062, "top5_acc": 0.94438, "loss_cls": 1.09798, "loss": 1.09798, "time": 0.23071} +{"mode": "train", "epoch": 11, "iter": 1600, "lr": 0.02469, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.74875, "top5_acc": 0.94875, "loss_cls": 1.06444, "loss": 1.06444, "time": 0.23035} +{"mode": "train", "epoch": 11, "iter": 1700, "lr": 0.02469, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.72062, "top5_acc": 0.94062, "loss_cls": 1.12379, "loss": 1.12379, "time": 0.23163} +{"mode": "train", "epoch": 11, "iter": 1800, "lr": 0.02468, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.71188, "top5_acc": 0.94188, "loss_cls": 1.13093, "loss": 1.13093, "time": 0.23053} +{"mode": "train", "epoch": 11, "iter": 1900, "lr": 0.02468, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.71688, "top5_acc": 0.95, "loss_cls": 1.13122, "loss": 1.13122, "time": 0.23006} +{"mode": "train", "epoch": 11, "iter": 2000, "lr": 0.02468, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.76375, "top5_acc": 0.95562, "loss_cls": 1.02107, "loss": 1.02107, "time": 0.23039} +{"mode": "train", "epoch": 11, "iter": 2100, "lr": 0.02468, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.72625, "top5_acc": 0.9475, "loss_cls": 1.12884, "loss": 1.12884, "time": 0.23174} +{"mode": "train", "epoch": 11, "iter": 2200, "lr": 0.02467, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.72562, "top5_acc": 0.9525, "loss_cls": 1.05202, "loss": 1.05202, "time": 0.23021} +{"mode": "train", "epoch": 11, "iter": 2300, "lr": 0.02467, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.72938, "top5_acc": 0.95, "loss_cls": 1.09555, "loss": 1.09555, "time": 0.23065} +{"mode": "val", "epoch": 11, "iter": 1184, "lr": 0.02467, "top1_acc": 0.76822, "top5_acc": 0.96789} +{"mode": "train", "epoch": 12, "iter": 100, "lr": 0.02467, "memory": 6499, "data_time": 0.16651, "top1_acc": 0.7275, "top5_acc": 0.955, "loss_cls": 1.07347, "loss": 1.07347, "time": 0.39838} +{"mode": "train", "epoch": 12, "iter": 200, "lr": 0.02466, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.72812, "top5_acc": 0.9475, "loss_cls": 1.08243, "loss": 1.08243, "time": 0.23098} +{"mode": "train", "epoch": 12, "iter": 300, "lr": 0.02466, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.75, "top5_acc": 0.95875, "loss_cls": 1.02227, "loss": 1.02227, "time": 0.23085} +{"mode": "train", "epoch": 12, "iter": 400, "lr": 0.02466, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.75438, "top5_acc": 0.95438, "loss_cls": 1.06825, "loss": 1.06825, "time": 0.2301} +{"mode": "train", "epoch": 12, "iter": 500, "lr": 0.02466, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.71, "top5_acc": 0.93688, "loss_cls": 1.18668, "loss": 1.18668, "time": 0.23016} +{"mode": "train", "epoch": 12, "iter": 600, "lr": 0.02465, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.73375, "top5_acc": 0.94375, "loss_cls": 1.09896, "loss": 1.09896, "time": 0.22998} +{"mode": "train", "epoch": 12, "iter": 700, "lr": 0.02465, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.74312, "top5_acc": 0.95188, "loss_cls": 1.0439, "loss": 1.0439, "time": 0.23014} +{"mode": "train", "epoch": 12, "iter": 800, "lr": 0.02465, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.74438, "top5_acc": 0.94688, "loss_cls": 1.05336, "loss": 1.05336, "time": 0.22989} +{"mode": "train", "epoch": 12, "iter": 900, "lr": 0.02465, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.72688, "top5_acc": 0.95062, "loss_cls": 1.14528, "loss": 1.14528, "time": 0.22957} +{"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.02464, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.73188, "top5_acc": 0.94688, "loss_cls": 1.09959, "loss": 1.09959, "time": 0.22941} +{"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.02464, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7125, "top5_acc": 0.95062, "loss_cls": 1.16131, "loss": 1.16131, "time": 0.22946} +{"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.02464, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.72875, "top5_acc": 0.95188, "loss_cls": 1.10015, "loss": 1.10015, "time": 0.22941} +{"mode": "train", "epoch": 12, "iter": 1300, "lr": 0.02464, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.73062, "top5_acc": 0.95312, "loss_cls": 1.07204, "loss": 1.07204, "time": 0.22939} +{"mode": "train", "epoch": 12, "iter": 1400, "lr": 0.02463, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7425, "top5_acc": 0.95562, "loss_cls": 1.02413, "loss": 1.02413, "time": 0.22939} +{"mode": "train", "epoch": 12, "iter": 1500, "lr": 0.02463, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.74625, "top5_acc": 0.9575, "loss_cls": 1.05731, "loss": 1.05731, "time": 0.22934} +{"mode": "train", "epoch": 12, "iter": 1600, "lr": 0.02463, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.75812, "top5_acc": 0.95625, "loss_cls": 1.03082, "loss": 1.03082, "time": 0.23022} +{"mode": "train", "epoch": 12, "iter": 1700, "lr": 0.02463, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.73062, "top5_acc": 0.94688, "loss_cls": 1.08706, "loss": 1.08706, "time": 0.23087} +{"mode": "train", "epoch": 12, "iter": 1800, "lr": 0.02462, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.745, "top5_acc": 0.94812, "loss_cls": 1.05418, "loss": 1.05418, "time": 0.23037} +{"mode": "train", "epoch": 12, "iter": 1900, "lr": 0.02462, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.74188, "top5_acc": 0.94375, "loss_cls": 1.04901, "loss": 1.04901, "time": 0.23105} +{"mode": "train", "epoch": 12, "iter": 2000, "lr": 0.02462, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.73312, "top5_acc": 0.95, "loss_cls": 1.05927, "loss": 1.05927, "time": 0.23043} +{"mode": "train", "epoch": 12, "iter": 2100, "lr": 0.02461, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7425, "top5_acc": 0.94625, "loss_cls": 1.07545, "loss": 1.07545, "time": 0.22974} +{"mode": "train", "epoch": 12, "iter": 2200, "lr": 0.02461, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7475, "top5_acc": 0.95312, "loss_cls": 1.03746, "loss": 1.03746, "time": 0.23003} +{"mode": "train", "epoch": 12, "iter": 2300, "lr": 0.02461, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.735, "top5_acc": 0.94375, "loss_cls": 1.07812, "loss": 1.07812, "time": 0.2297} +{"mode": "val", "epoch": 12, "iter": 1184, "lr": 0.02461, "top1_acc": 0.78069, "top5_acc": 0.97449} +{"mode": "train", "epoch": 13, "iter": 100, "lr": 0.0246, "memory": 6499, "data_time": 0.16614, "top1_acc": 0.71812, "top5_acc": 0.94062, "loss_cls": 1.15389, "loss": 1.15389, "time": 0.39695} +{"mode": "train", "epoch": 13, "iter": 200, "lr": 0.0246, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.74688, "top5_acc": 0.95688, "loss_cls": 1.01384, "loss": 1.01384, "time": 0.2308} +{"mode": "train", "epoch": 13, "iter": 300, "lr": 0.0246, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.73375, "top5_acc": 0.95875, "loss_cls": 1.05911, "loss": 1.05911, "time": 0.23036} +{"mode": "train", "epoch": 13, "iter": 400, "lr": 0.0246, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.74875, "top5_acc": 0.9525, "loss_cls": 1.04098, "loss": 1.04098, "time": 0.23316} +{"mode": "train", "epoch": 13, "iter": 500, "lr": 0.02459, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.74938, "top5_acc": 0.94875, "loss_cls": 1.05543, "loss": 1.05543, "time": 0.23179} +{"mode": "train", "epoch": 13, "iter": 600, "lr": 0.02459, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.74812, "top5_acc": 0.95125, "loss_cls": 1.03846, "loss": 1.03846, "time": 0.2308} +{"mode": "train", "epoch": 13, "iter": 700, "lr": 0.02459, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.72875, "top5_acc": 0.945, "loss_cls": 1.07875, "loss": 1.07875, "time": 0.23011} +{"mode": "train", "epoch": 13, "iter": 800, "lr": 0.02458, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7425, "top5_acc": 0.94438, "loss_cls": 1.07982, "loss": 1.07982, "time": 0.23006} +{"mode": "train", "epoch": 13, "iter": 900, "lr": 0.02458, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.73875, "top5_acc": 0.95125, "loss_cls": 1.05081, "loss": 1.05081, "time": 0.23028} +{"mode": "train", "epoch": 13, "iter": 1000, "lr": 0.02458, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.71562, "top5_acc": 0.94312, "loss_cls": 1.12478, "loss": 1.12478, "time": 0.23051} +{"mode": "train", "epoch": 13, "iter": 1100, "lr": 0.02458, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.73125, "top5_acc": 0.95625, "loss_cls": 1.08625, "loss": 1.08625, "time": 0.23041} +{"mode": "train", "epoch": 13, "iter": 1200, "lr": 0.02457, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7325, "top5_acc": 0.955, "loss_cls": 1.055, "loss": 1.055, "time": 0.2328} +{"mode": "train", "epoch": 13, "iter": 1300, "lr": 0.02457, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.74625, "top5_acc": 0.94938, "loss_cls": 1.02739, "loss": 1.02739, "time": 0.23243} +{"mode": "train", "epoch": 13, "iter": 1400, "lr": 0.02457, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76, "top5_acc": 0.94938, "loss_cls": 1.02099, "loss": 1.02099, "time": 0.2317} +{"mode": "train", "epoch": 13, "iter": 1500, "lr": 0.02456, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.7525, "top5_acc": 0.94688, "loss_cls": 1.0278, "loss": 1.0278, "time": 0.23171} +{"mode": "train", "epoch": 13, "iter": 1600, "lr": 0.02456, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7675, "top5_acc": 0.95688, "loss_cls": 0.99969, "loss": 0.99969, "time": 0.23144} +{"mode": "train", "epoch": 13, "iter": 1700, "lr": 0.02456, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.72875, "top5_acc": 0.94625, "loss_cls": 1.11883, "loss": 1.11883, "time": 0.23146} +{"mode": "train", "epoch": 13, "iter": 1800, "lr": 0.02456, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.74875, "top5_acc": 0.96062, "loss_cls": 0.99793, "loss": 0.99793, "time": 0.23146} +{"mode": "train", "epoch": 13, "iter": 1900, "lr": 0.02455, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7575, "top5_acc": 0.95438, "loss_cls": 0.9987, "loss": 0.9987, "time": 0.23272} +{"mode": "train", "epoch": 13, "iter": 2000, "lr": 0.02455, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.735, "top5_acc": 0.9525, "loss_cls": 1.07228, "loss": 1.07228, "time": 0.23134} +{"mode": "train", "epoch": 13, "iter": 2100, "lr": 0.02455, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.74812, "top5_acc": 0.95562, "loss_cls": 0.98277, "loss": 0.98277, "time": 0.23099} +{"mode": "train", "epoch": 13, "iter": 2200, "lr": 0.02454, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.74062, "top5_acc": 0.95625, "loss_cls": 1.0343, "loss": 1.0343, "time": 0.23096} +{"mode": "train", "epoch": 13, "iter": 2300, "lr": 0.02454, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.74188, "top5_acc": 0.95312, "loss_cls": 1.06998, "loss": 1.06998, "time": 0.2309} +{"mode": "val", "epoch": 13, "iter": 1184, "lr": 0.02454, "top1_acc": 0.83251, "top5_acc": 0.98114} +{"mode": "train", "epoch": 14, "iter": 100, "lr": 0.02454, "memory": 6499, "data_time": 0.1671, "top1_acc": 0.76188, "top5_acc": 0.96062, "loss_cls": 0.94714, "loss": 0.94714, "time": 0.39704} +{"mode": "train", "epoch": 14, "iter": 200, "lr": 0.02453, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7475, "top5_acc": 0.96562, "loss_cls": 0.96496, "loss": 0.96496, "time": 0.23027} +{"mode": "train", "epoch": 14, "iter": 300, "lr": 0.02453, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.73438, "top5_acc": 0.95812, "loss_cls": 1.06647, "loss": 1.06647, "time": 0.23029} +{"mode": "train", "epoch": 14, "iter": 400, "lr": 0.02453, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76125, "top5_acc": 0.95812, "loss_cls": 0.98894, "loss": 0.98894, "time": 0.23255} +{"mode": "train", "epoch": 14, "iter": 500, "lr": 0.02452, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.77, "top5_acc": 0.95438, "loss_cls": 0.99863, "loss": 0.99863, "time": 0.23132} +{"mode": "train", "epoch": 14, "iter": 600, "lr": 0.02452, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.73812, "top5_acc": 0.95438, "loss_cls": 1.03123, "loss": 1.03123, "time": 0.23112} +{"mode": "train", "epoch": 14, "iter": 700, "lr": 0.02452, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.75688, "top5_acc": 0.95375, "loss_cls": 1.01258, "loss": 1.01258, "time": 0.23079} +{"mode": "train", "epoch": 14, "iter": 800, "lr": 0.02452, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.75375, "top5_acc": 0.95312, "loss_cls": 1.011, "loss": 1.011, "time": 0.23108} +{"mode": "train", "epoch": 14, "iter": 900, "lr": 0.02451, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.745, "top5_acc": 0.95438, "loss_cls": 1.01803, "loss": 1.01803, "time": 0.23194} +{"mode": "train", "epoch": 14, "iter": 1000, "lr": 0.02451, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.75312, "top5_acc": 0.9575, "loss_cls": 1.01649, "loss": 1.01649, "time": 0.23139} +{"mode": "train", "epoch": 14, "iter": 1100, "lr": 0.02451, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.72938, "top5_acc": 0.9525, "loss_cls": 1.07831, "loss": 1.07831, "time": 0.23167} +{"mode": "train", "epoch": 14, "iter": 1200, "lr": 0.0245, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76062, "top5_acc": 0.95812, "loss_cls": 0.99559, "loss": 0.99559, "time": 0.2313} +{"mode": "train", "epoch": 14, "iter": 1300, "lr": 0.0245, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.74125, "top5_acc": 0.95188, "loss_cls": 1.06683, "loss": 1.06683, "time": 0.23156} +{"mode": "train", "epoch": 14, "iter": 1400, "lr": 0.0245, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.73688, "top5_acc": 0.945, "loss_cls": 1.10153, "loss": 1.10153, "time": 0.23108} +{"mode": "train", "epoch": 14, "iter": 1500, "lr": 0.02449, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.76562, "top5_acc": 0.94938, "loss_cls": 0.99914, "loss": 0.99914, "time": 0.23245} +{"mode": "train", "epoch": 14, "iter": 1600, "lr": 0.02449, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.74188, "top5_acc": 0.95438, "loss_cls": 1.06695, "loss": 1.06695, "time": 0.23156} +{"mode": "train", "epoch": 14, "iter": 1700, "lr": 0.02449, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.73562, "top5_acc": 0.945, "loss_cls": 1.09889, "loss": 1.09889, "time": 0.23114} +{"mode": "train", "epoch": 14, "iter": 1800, "lr": 0.02448, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76312, "top5_acc": 0.9625, "loss_cls": 0.9837, "loss": 0.9837, "time": 0.23165} +{"mode": "train", "epoch": 14, "iter": 1900, "lr": 0.02448, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.75, "top5_acc": 0.9525, "loss_cls": 1.02853, "loss": 1.02853, "time": 0.23164} +{"mode": "train", "epoch": 14, "iter": 2000, "lr": 0.02448, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.71312, "top5_acc": 0.93625, "loss_cls": 1.18008, "loss": 1.18008, "time": 0.23152} +{"mode": "train", "epoch": 14, "iter": 2100, "lr": 0.02447, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.75812, "top5_acc": 0.95438, "loss_cls": 0.98567, "loss": 0.98567, "time": 0.23078} +{"mode": "train", "epoch": 14, "iter": 2200, "lr": 0.02447, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.74875, "top5_acc": 0.96125, "loss_cls": 0.99599, "loss": 0.99599, "time": 0.23057} +{"mode": "train", "epoch": 14, "iter": 2300, "lr": 0.02447, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.73938, "top5_acc": 0.94312, "loss_cls": 1.09469, "loss": 1.09469, "time": 0.23064} +{"mode": "val", "epoch": 14, "iter": 1184, "lr": 0.02447, "top1_acc": 0.83156, "top5_acc": 0.98257} +{"mode": "train", "epoch": 15, "iter": 100, "lr": 0.02446, "memory": 6499, "data_time": 0.16692, "top1_acc": 0.75125, "top5_acc": 0.95375, "loss_cls": 1.0522, "loss": 1.0522, "time": 0.39861} +{"mode": "train", "epoch": 15, "iter": 200, "lr": 0.02446, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7575, "top5_acc": 0.96125, "loss_cls": 0.96109, "loss": 0.96109, "time": 0.23196} +{"mode": "train", "epoch": 15, "iter": 300, "lr": 0.02446, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.75312, "top5_acc": 0.95125, "loss_cls": 1.03913, "loss": 1.03913, "time": 0.23177} +{"mode": "train", "epoch": 15, "iter": 400, "lr": 0.02445, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77625, "top5_acc": 0.95625, "loss_cls": 0.95011, "loss": 0.95011, "time": 0.23089} +{"mode": "train", "epoch": 15, "iter": 500, "lr": 0.02445, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76375, "top5_acc": 0.96188, "loss_cls": 0.94906, "loss": 0.94906, "time": 0.23107} +{"mode": "train", "epoch": 15, "iter": 600, "lr": 0.02445, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.76312, "top5_acc": 0.955, "loss_cls": 0.97698, "loss": 0.97698, "time": 0.23029} +{"mode": "train", "epoch": 15, "iter": 700, "lr": 0.02444, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.75062, "top5_acc": 0.95938, "loss_cls": 0.99248, "loss": 0.99248, "time": 0.23073} +{"mode": "train", "epoch": 15, "iter": 800, "lr": 0.02444, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.76375, "top5_acc": 0.95938, "loss_cls": 0.99003, "loss": 0.99003, "time": 0.23117} +{"mode": "train", "epoch": 15, "iter": 900, "lr": 0.02444, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7575, "top5_acc": 0.95438, "loss_cls": 0.96424, "loss": 0.96424, "time": 0.23113} +{"mode": "train", "epoch": 15, "iter": 1000, "lr": 0.02443, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7525, "top5_acc": 0.9475, "loss_cls": 0.99658, "loss": 0.99658, "time": 0.23103} +{"mode": "train", "epoch": 15, "iter": 1100, "lr": 0.02443, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.73312, "top5_acc": 0.9525, "loss_cls": 1.06509, "loss": 1.06509, "time": 0.23064} +{"mode": "train", "epoch": 15, "iter": 1200, "lr": 0.02443, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.74312, "top5_acc": 0.9575, "loss_cls": 1.01346, "loss": 1.01346, "time": 0.23041} +{"mode": "train", "epoch": 15, "iter": 1300, "lr": 0.02442, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.75938, "top5_acc": 0.95, "loss_cls": 1.00678, "loss": 1.00678, "time": 0.23075} +{"mode": "train", "epoch": 15, "iter": 1400, "lr": 0.02442, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.75, "top5_acc": 0.95, "loss_cls": 1.01717, "loss": 1.01717, "time": 0.23076} +{"mode": "train", "epoch": 15, "iter": 1500, "lr": 0.02442, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7575, "top5_acc": 0.94812, "loss_cls": 1.02915, "loss": 1.02915, "time": 0.22997} +{"mode": "train", "epoch": 15, "iter": 1600, "lr": 0.02441, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7625, "top5_acc": 0.955, "loss_cls": 1.00367, "loss": 1.00367, "time": 0.23007} +{"mode": "train", "epoch": 15, "iter": 1700, "lr": 0.02441, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.74562, "top5_acc": 0.955, "loss_cls": 1.03002, "loss": 1.03002, "time": 0.2308} +{"mode": "train", "epoch": 15, "iter": 1800, "lr": 0.02441, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.75438, "top5_acc": 0.96188, "loss_cls": 1.00438, "loss": 1.00438, "time": 0.23099} +{"mode": "train", "epoch": 15, "iter": 1900, "lr": 0.0244, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76062, "top5_acc": 0.95375, "loss_cls": 0.98779, "loss": 0.98779, "time": 0.23085} +{"mode": "train", "epoch": 15, "iter": 2000, "lr": 0.0244, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.77625, "top5_acc": 0.95938, "loss_cls": 0.97967, "loss": 0.97967, "time": 0.2307} +{"mode": "train", "epoch": 15, "iter": 2100, "lr": 0.0244, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.75125, "top5_acc": 0.95188, "loss_cls": 1.02629, "loss": 1.02629, "time": 0.23077} +{"mode": "train", "epoch": 15, "iter": 2200, "lr": 0.02439, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.74938, "top5_acc": 0.94562, "loss_cls": 1.05335, "loss": 1.05335, "time": 0.2307} +{"mode": "train", "epoch": 15, "iter": 2300, "lr": 0.02439, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.74562, "top5_acc": 0.95562, "loss_cls": 1.0304, "loss": 1.0304, "time": 0.23076} +{"mode": "val", "epoch": 15, "iter": 1184, "lr": 0.02439, "top1_acc": 0.79411, "top5_acc": 0.97898} +{"mode": "train", "epoch": 16, "iter": 100, "lr": 0.02438, "memory": 6499, "data_time": 0.16704, "top1_acc": 0.75938, "top5_acc": 0.96, "loss_cls": 0.94756, "loss": 0.94756, "time": 0.39759} +{"mode": "train", "epoch": 16, "iter": 200, "lr": 0.02438, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.76188, "top5_acc": 0.9575, "loss_cls": 0.98992, "loss": 0.98992, "time": 0.23161} +{"mode": "train", "epoch": 16, "iter": 300, "lr": 0.02438, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.76375, "top5_acc": 0.94688, "loss_cls": 1.01094, "loss": 1.01094, "time": 0.23235} +{"mode": "train", "epoch": 16, "iter": 400, "lr": 0.02437, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75, "top5_acc": 0.94375, "loss_cls": 1.06732, "loss": 1.06732, "time": 0.23172} +{"mode": "train", "epoch": 16, "iter": 500, "lr": 0.02437, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75375, "top5_acc": 0.96062, "loss_cls": 0.96691, "loss": 0.96691, "time": 0.23055} +{"mode": "train", "epoch": 16, "iter": 600, "lr": 0.02437, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7675, "top5_acc": 0.95938, "loss_cls": 0.95568, "loss": 0.95568, "time": 0.23061} +{"mode": "train", "epoch": 16, "iter": 700, "lr": 0.02436, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.76188, "top5_acc": 0.9475, "loss_cls": 1.00139, "loss": 1.00139, "time": 0.2306} +{"mode": "train", "epoch": 16, "iter": 800, "lr": 0.02436, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.74812, "top5_acc": 0.9525, "loss_cls": 1.0342, "loss": 1.0342, "time": 0.23084} +{"mode": "train", "epoch": 16, "iter": 900, "lr": 0.02436, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78875, "top5_acc": 0.965, "loss_cls": 0.92485, "loss": 0.92485, "time": 0.23061} +{"mode": "train", "epoch": 16, "iter": 1000, "lr": 0.02435, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.76688, "top5_acc": 0.96062, "loss_cls": 0.97259, "loss": 0.97259, "time": 0.23074} +{"mode": "train", "epoch": 16, "iter": 1100, "lr": 0.02435, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.755, "top5_acc": 0.96188, "loss_cls": 0.95958, "loss": 0.95958, "time": 0.23103} +{"mode": "train", "epoch": 16, "iter": 1200, "lr": 0.02435, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7675, "top5_acc": 0.96, "loss_cls": 0.92769, "loss": 0.92769, "time": 0.23053} +{"mode": "train", "epoch": 16, "iter": 1300, "lr": 0.02434, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75688, "top5_acc": 0.95875, "loss_cls": 0.9854, "loss": 0.9854, "time": 0.23169} +{"mode": "train", "epoch": 16, "iter": 1400, "lr": 0.02434, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.75, "top5_acc": 0.95625, "loss_cls": 1.02638, "loss": 1.02638, "time": 0.23124} +{"mode": "train", "epoch": 16, "iter": 1500, "lr": 0.02434, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.75875, "top5_acc": 0.95875, "loss_cls": 0.97885, "loss": 0.97885, "time": 0.23101} +{"mode": "train", "epoch": 16, "iter": 1600, "lr": 0.02433, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.74688, "top5_acc": 0.95125, "loss_cls": 1.01837, "loss": 1.01837, "time": 0.23089} +{"mode": "train", "epoch": 16, "iter": 1700, "lr": 0.02433, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76688, "top5_acc": 0.95938, "loss_cls": 0.95424, "loss": 0.95424, "time": 0.23128} +{"mode": "train", "epoch": 16, "iter": 1800, "lr": 0.02432, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.73812, "top5_acc": 0.9525, "loss_cls": 1.0587, "loss": 1.0587, "time": 0.23019} +{"mode": "train", "epoch": 16, "iter": 1900, "lr": 0.02432, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76, "top5_acc": 0.96062, "loss_cls": 0.96771, "loss": 0.96771, "time": 0.23058} +{"mode": "train", "epoch": 16, "iter": 2000, "lr": 0.02432, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77, "top5_acc": 0.96188, "loss_cls": 0.9227, "loss": 0.9227, "time": 0.23055} +{"mode": "train", "epoch": 16, "iter": 2100, "lr": 0.02431, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.75562, "top5_acc": 0.95125, "loss_cls": 1.00584, "loss": 1.00584, "time": 0.23018} +{"mode": "train", "epoch": 16, "iter": 2200, "lr": 0.02431, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.73875, "top5_acc": 0.95062, "loss_cls": 1.01526, "loss": 1.01526, "time": 0.23012} +{"mode": "train", "epoch": 16, "iter": 2300, "lr": 0.02431, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7675, "top5_acc": 0.95562, "loss_cls": 1.01286, "loss": 1.01286, "time": 0.22994} +{"mode": "val", "epoch": 16, "iter": 1184, "lr": 0.0243, "top1_acc": 0.80388, "top5_acc": 0.97671} +{"mode": "train", "epoch": 17, "iter": 100, "lr": 0.0243, "memory": 6499, "data_time": 0.16614, "top1_acc": 0.7725, "top5_acc": 0.95688, "loss_cls": 0.95005, "loss": 0.95005, "time": 0.39612} +{"mode": "train", "epoch": 17, "iter": 200, "lr": 0.0243, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.71625, "top5_acc": 0.945, "loss_cls": 1.14116, "loss": 1.14116, "time": 0.2298} +{"mode": "train", "epoch": 17, "iter": 300, "lr": 0.02429, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77188, "top5_acc": 0.95312, "loss_cls": 0.98417, "loss": 0.98417, "time": 0.22964} +{"mode": "train", "epoch": 17, "iter": 400, "lr": 0.02429, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.72625, "top5_acc": 0.95125, "loss_cls": 1.0765, "loss": 1.0765, "time": 0.23027} +{"mode": "train", "epoch": 17, "iter": 500, "lr": 0.02429, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.71875, "top5_acc": 0.95312, "loss_cls": 1.09733, "loss": 1.09733, "time": 0.22997} +{"mode": "train", "epoch": 17, "iter": 600, "lr": 0.02428, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.74312, "top5_acc": 0.94812, "loss_cls": 1.03873, "loss": 1.03873, "time": 0.23022} +{"mode": "train", "epoch": 17, "iter": 700, "lr": 0.02428, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75125, "top5_acc": 0.95, "loss_cls": 1.01389, "loss": 1.01389, "time": 0.23187} +{"mode": "train", "epoch": 17, "iter": 800, "lr": 0.02428, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7375, "top5_acc": 0.95188, "loss_cls": 1.04693, "loss": 1.04693, "time": 0.23146} +{"mode": "train", "epoch": 17, "iter": 900, "lr": 0.02427, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.74625, "top5_acc": 0.96812, "loss_cls": 0.9843, "loss": 0.9843, "time": 0.23219} +{"mode": "train", "epoch": 17, "iter": 1000, "lr": 0.02427, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76188, "top5_acc": 0.95125, "loss_cls": 1.0023, "loss": 1.0023, "time": 0.23048} +{"mode": "train", "epoch": 17, "iter": 1100, "lr": 0.02426, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77062, "top5_acc": 0.95875, "loss_cls": 0.96396, "loss": 0.96396, "time": 0.23001} +{"mode": "train", "epoch": 17, "iter": 1200, "lr": 0.02426, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.74062, "top5_acc": 0.95, "loss_cls": 1.04266, "loss": 1.04266, "time": 0.23125} +{"mode": "train", "epoch": 17, "iter": 1300, "lr": 0.02426, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.75375, "top5_acc": 0.95562, "loss_cls": 1.00418, "loss": 1.00418, "time": 0.23005} +{"mode": "train", "epoch": 17, "iter": 1400, "lr": 0.02425, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.75125, "top5_acc": 0.95938, "loss_cls": 0.99562, "loss": 0.99562, "time": 0.2306} +{"mode": "train", "epoch": 17, "iter": 1500, "lr": 0.02425, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.74688, "top5_acc": 0.95375, "loss_cls": 1.03333, "loss": 1.03333, "time": 0.23002} +{"mode": "train", "epoch": 17, "iter": 1600, "lr": 0.02425, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7425, "top5_acc": 0.95688, "loss_cls": 1.0322, "loss": 1.0322, "time": 0.23059} +{"mode": "train", "epoch": 17, "iter": 1700, "lr": 0.02424, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77188, "top5_acc": 0.9575, "loss_cls": 0.94356, "loss": 0.94356, "time": 0.23012} +{"mode": "train", "epoch": 17, "iter": 1800, "lr": 0.02424, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.74438, "top5_acc": 0.94812, "loss_cls": 1.03116, "loss": 1.03116, "time": 0.23009} +{"mode": "train", "epoch": 17, "iter": 1900, "lr": 0.02423, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.76375, "top5_acc": 0.95688, "loss_cls": 0.95056, "loss": 0.95056, "time": 0.22959} +{"mode": "train", "epoch": 17, "iter": 2000, "lr": 0.02423, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.755, "top5_acc": 0.95062, "loss_cls": 1.03412, "loss": 1.03412, "time": 0.22977} +{"mode": "train", "epoch": 17, "iter": 2100, "lr": 0.02423, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7625, "top5_acc": 0.9625, "loss_cls": 0.93712, "loss": 0.93712, "time": 0.23} +{"mode": "train", "epoch": 17, "iter": 2200, "lr": 0.02422, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.73188, "top5_acc": 0.94312, "loss_cls": 1.0937, "loss": 1.0937, "time": 0.22989} +{"mode": "train", "epoch": 17, "iter": 2300, "lr": 0.02422, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.76062, "top5_acc": 0.9475, "loss_cls": 1.03059, "loss": 1.03059, "time": 0.22991} +{"mode": "val", "epoch": 17, "iter": 1184, "lr": 0.02422, "top1_acc": 0.8108, "top5_acc": 0.97966} +{"mode": "train", "epoch": 18, "iter": 100, "lr": 0.02421, "memory": 6499, "data_time": 0.16704, "top1_acc": 0.75938, "top5_acc": 0.95625, "loss_cls": 0.96528, "loss": 0.96528, "time": 0.3976} +{"mode": "train", "epoch": 18, "iter": 200, "lr": 0.02421, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.75375, "top5_acc": 0.94938, "loss_cls": 1.02301, "loss": 1.02301, "time": 0.23249} +{"mode": "train", "epoch": 18, "iter": 300, "lr": 0.0242, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7425, "top5_acc": 0.96125, "loss_cls": 0.98466, "loss": 0.98466, "time": 0.23194} +{"mode": "train", "epoch": 18, "iter": 400, "lr": 0.0242, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77312, "top5_acc": 0.95562, "loss_cls": 0.92362, "loss": 0.92362, "time": 0.23236} +{"mode": "train", "epoch": 18, "iter": 500, "lr": 0.0242, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77812, "top5_acc": 0.95812, "loss_cls": 0.9045, "loss": 0.9045, "time": 0.232} +{"mode": "train", "epoch": 18, "iter": 600, "lr": 0.02419, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.75375, "top5_acc": 0.95688, "loss_cls": 0.99321, "loss": 0.99321, "time": 0.23106} +{"mode": "train", "epoch": 18, "iter": 700, "lr": 0.02419, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.75625, "top5_acc": 0.955, "loss_cls": 0.97129, "loss": 0.97129, "time": 0.23069} +{"mode": "train", "epoch": 18, "iter": 800, "lr": 0.02418, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7425, "top5_acc": 0.95, "loss_cls": 1.02284, "loss": 1.02284, "time": 0.23086} +{"mode": "train", "epoch": 18, "iter": 900, "lr": 0.02418, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7475, "top5_acc": 0.95562, "loss_cls": 1.0092, "loss": 1.0092, "time": 0.23119} +{"mode": "train", "epoch": 18, "iter": 1000, "lr": 0.02418, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7625, "top5_acc": 0.965, "loss_cls": 0.93909, "loss": 0.93909, "time": 0.2322} +{"mode": "train", "epoch": 18, "iter": 1100, "lr": 0.02417, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7275, "top5_acc": 0.95, "loss_cls": 1.07496, "loss": 1.07496, "time": 0.23233} +{"mode": "train", "epoch": 18, "iter": 1200, "lr": 0.02417, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.74812, "top5_acc": 0.9475, "loss_cls": 1.04155, "loss": 1.04155, "time": 0.2319} +{"mode": "train", "epoch": 18, "iter": 1300, "lr": 0.02416, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.75938, "top5_acc": 0.9575, "loss_cls": 0.97559, "loss": 0.97559, "time": 0.23029} +{"mode": "train", "epoch": 18, "iter": 1400, "lr": 0.02416, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.76562, "top5_acc": 0.9625, "loss_cls": 0.93881, "loss": 0.93881, "time": 0.23002} +{"mode": "train", "epoch": 18, "iter": 1500, "lr": 0.02416, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.74812, "top5_acc": 0.95312, "loss_cls": 1.0273, "loss": 1.0273, "time": 0.23022} +{"mode": "train", "epoch": 18, "iter": 1600, "lr": 0.02415, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.75312, "top5_acc": 0.9525, "loss_cls": 0.98944, "loss": 0.98944, "time": 0.23064} +{"mode": "train", "epoch": 18, "iter": 1700, "lr": 0.02415, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76688, "top5_acc": 0.95312, "loss_cls": 0.96731, "loss": 0.96731, "time": 0.23064} +{"mode": "train", "epoch": 18, "iter": 1800, "lr": 0.02414, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76688, "top5_acc": 0.9625, "loss_cls": 0.94912, "loss": 0.94912, "time": 0.23055} +{"mode": "train", "epoch": 18, "iter": 1900, "lr": 0.02414, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7475, "top5_acc": 0.96625, "loss_cls": 0.96994, "loss": 0.96994, "time": 0.2305} +{"mode": "train", "epoch": 18, "iter": 2000, "lr": 0.02414, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.75312, "top5_acc": 0.95125, "loss_cls": 0.99339, "loss": 0.99339, "time": 0.23081} +{"mode": "train", "epoch": 18, "iter": 2100, "lr": 0.02413, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.75562, "top5_acc": 0.955, "loss_cls": 0.98673, "loss": 0.98673, "time": 0.23065} +{"mode": "train", "epoch": 18, "iter": 2200, "lr": 0.02413, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77438, "top5_acc": 0.9625, "loss_cls": 0.92639, "loss": 0.92639, "time": 0.23037} +{"mode": "train", "epoch": 18, "iter": 2300, "lr": 0.02412, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7775, "top5_acc": 0.95875, "loss_cls": 0.94252, "loss": 0.94252, "time": 0.23018} +{"mode": "val", "epoch": 18, "iter": 1184, "lr": 0.02412, "top1_acc": 0.82622, "top5_acc": 0.98167} +{"mode": "train", "epoch": 19, "iter": 100, "lr": 0.02412, "memory": 6499, "data_time": 0.16293, "top1_acc": 0.77875, "top5_acc": 0.96562, "loss_cls": 0.93466, "loss": 0.93466, "time": 0.39308} +{"mode": "train", "epoch": 19, "iter": 200, "lr": 0.02411, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76, "top5_acc": 0.95688, "loss_cls": 0.98018, "loss": 0.98018, "time": 0.23031} +{"mode": "train", "epoch": 19, "iter": 300, "lr": 0.02411, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.74938, "top5_acc": 0.95875, "loss_cls": 0.99649, "loss": 0.99649, "time": 0.22986} +{"mode": "train", "epoch": 19, "iter": 400, "lr": 0.02411, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7725, "top5_acc": 0.95625, "loss_cls": 0.95478, "loss": 0.95478, "time": 0.22938} +{"mode": "train", "epoch": 19, "iter": 500, "lr": 0.0241, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.76688, "top5_acc": 0.95812, "loss_cls": 0.95221, "loss": 0.95221, "time": 0.22943} +{"mode": "train", "epoch": 19, "iter": 600, "lr": 0.0241, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.765, "top5_acc": 0.96, "loss_cls": 0.94226, "loss": 0.94226, "time": 0.22907} +{"mode": "train", "epoch": 19, "iter": 700, "lr": 0.02409, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76812, "top5_acc": 0.95688, "loss_cls": 0.92524, "loss": 0.92524, "time": 0.22927} +{"mode": "train", "epoch": 19, "iter": 800, "lr": 0.02409, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7575, "top5_acc": 0.95188, "loss_cls": 1.00276, "loss": 1.00276, "time": 0.22928} +{"mode": "train", "epoch": 19, "iter": 900, "lr": 0.02409, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.78125, "top5_acc": 0.94938, "loss_cls": 0.92654, "loss": 0.92654, "time": 0.23014} +{"mode": "train", "epoch": 19, "iter": 1000, "lr": 0.02408, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78438, "top5_acc": 0.95938, "loss_cls": 0.90325, "loss": 0.90325, "time": 0.22994} +{"mode": "train", "epoch": 19, "iter": 1100, "lr": 0.02408, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7775, "top5_acc": 0.96, "loss_cls": 0.93206, "loss": 0.93206, "time": 0.2313} +{"mode": "train", "epoch": 19, "iter": 1200, "lr": 0.02407, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.75125, "top5_acc": 0.95875, "loss_cls": 0.99348, "loss": 0.99348, "time": 0.23083} +{"mode": "train", "epoch": 19, "iter": 1300, "lr": 0.02407, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.75188, "top5_acc": 0.95188, "loss_cls": 0.99564, "loss": 0.99564, "time": 0.23073} +{"mode": "train", "epoch": 19, "iter": 1400, "lr": 0.02406, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.755, "top5_acc": 0.95938, "loss_cls": 0.98539, "loss": 0.98539, "time": 0.23003} +{"mode": "train", "epoch": 19, "iter": 1500, "lr": 0.02406, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.76062, "top5_acc": 0.96125, "loss_cls": 0.93839, "loss": 0.93839, "time": 0.23131} +{"mode": "train", "epoch": 19, "iter": 1600, "lr": 0.02406, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76312, "top5_acc": 0.94938, "loss_cls": 1.00804, "loss": 1.00804, "time": 0.23161} +{"mode": "train", "epoch": 19, "iter": 1700, "lr": 0.02405, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.74625, "top5_acc": 0.94438, "loss_cls": 1.0386, "loss": 1.0386, "time": 0.23125} +{"mode": "train", "epoch": 19, "iter": 1800, "lr": 0.02405, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76438, "top5_acc": 0.96562, "loss_cls": 0.89086, "loss": 0.89086, "time": 0.23097} +{"mode": "train", "epoch": 19, "iter": 1900, "lr": 0.02404, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.76688, "top5_acc": 0.95938, "loss_cls": 0.94435, "loss": 0.94435, "time": 0.23143} +{"mode": "train", "epoch": 19, "iter": 2000, "lr": 0.02404, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.76188, "top5_acc": 0.94875, "loss_cls": 1.00999, "loss": 1.00999, "time": 0.23098} +{"mode": "train", "epoch": 19, "iter": 2100, "lr": 0.02403, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76812, "top5_acc": 0.9575, "loss_cls": 0.94295, "loss": 0.94295, "time": 0.2317} +{"mode": "train", "epoch": 19, "iter": 2200, "lr": 0.02403, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7625, "top5_acc": 0.9575, "loss_cls": 0.96446, "loss": 0.96446, "time": 0.23108} +{"mode": "train", "epoch": 19, "iter": 2300, "lr": 0.02403, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76312, "top5_acc": 0.96375, "loss_cls": 0.94319, "loss": 0.94319, "time": 0.23072} +{"mode": "val", "epoch": 19, "iter": 1184, "lr": 0.02402, "top1_acc": 0.81444, "top5_acc": 0.98167} +{"mode": "train", "epoch": 20, "iter": 100, "lr": 0.02402, "memory": 6499, "data_time": 0.17232, "top1_acc": 0.75938, "top5_acc": 0.9625, "loss_cls": 0.93771, "loss": 0.93771, "time": 0.40219} +{"mode": "train", "epoch": 20, "iter": 200, "lr": 0.02401, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76062, "top5_acc": 0.94875, "loss_cls": 1.0026, "loss": 1.0026, "time": 0.22972} +{"mode": "train", "epoch": 20, "iter": 300, "lr": 0.02401, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77938, "top5_acc": 0.95562, "loss_cls": 0.94171, "loss": 0.94171, "time": 0.22956} +{"mode": "train", "epoch": 20, "iter": 400, "lr": 0.02401, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77438, "top5_acc": 0.96375, "loss_cls": 0.90659, "loss": 0.90659, "time": 0.23012} +{"mode": "train", "epoch": 20, "iter": 500, "lr": 0.024, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76, "top5_acc": 0.96125, "loss_cls": 0.94462, "loss": 0.94462, "time": 0.23078} +{"mode": "train", "epoch": 20, "iter": 600, "lr": 0.024, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78188, "top5_acc": 0.95812, "loss_cls": 0.9029, "loss": 0.9029, "time": 0.23038} +{"mode": "train", "epoch": 20, "iter": 700, "lr": 0.02399, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77188, "top5_acc": 0.95312, "loss_cls": 0.95343, "loss": 0.95343, "time": 0.23147} +{"mode": "train", "epoch": 20, "iter": 800, "lr": 0.02399, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.74438, "top5_acc": 0.955, "loss_cls": 1.02029, "loss": 1.02029, "time": 0.23166} +{"mode": "train", "epoch": 20, "iter": 900, "lr": 0.02398, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77812, "top5_acc": 0.96062, "loss_cls": 0.91315, "loss": 0.91315, "time": 0.23036} +{"mode": "train", "epoch": 20, "iter": 1000, "lr": 0.02398, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.76875, "top5_acc": 0.95875, "loss_cls": 0.90944, "loss": 0.90944, "time": 0.2312} +{"mode": "train", "epoch": 20, "iter": 1100, "lr": 0.02398, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7625, "top5_acc": 0.95688, "loss_cls": 0.95519, "loss": 0.95519, "time": 0.23148} +{"mode": "train", "epoch": 20, "iter": 1200, "lr": 0.02397, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.76312, "top5_acc": 0.96438, "loss_cls": 0.93749, "loss": 0.93749, "time": 0.23158} +{"mode": "train", "epoch": 20, "iter": 1300, "lr": 0.02397, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77562, "top5_acc": 0.96812, "loss_cls": 0.93677, "loss": 0.93677, "time": 0.23114} +{"mode": "train", "epoch": 20, "iter": 1400, "lr": 0.02396, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.76438, "top5_acc": 0.965, "loss_cls": 0.92797, "loss": 0.92797, "time": 0.23094} +{"mode": "train", "epoch": 20, "iter": 1500, "lr": 0.02396, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.74875, "top5_acc": 0.96, "loss_cls": 1.01621, "loss": 1.01621, "time": 0.23054} +{"mode": "train", "epoch": 20, "iter": 1600, "lr": 0.02395, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7625, "top5_acc": 0.9575, "loss_cls": 0.95496, "loss": 0.95496, "time": 0.23045} +{"mode": "train", "epoch": 20, "iter": 1700, "lr": 0.02395, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.77875, "top5_acc": 0.9575, "loss_cls": 0.92518, "loss": 0.92518, "time": 0.23019} +{"mode": "train", "epoch": 20, "iter": 1800, "lr": 0.02394, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.75625, "top5_acc": 0.96, "loss_cls": 0.94937, "loss": 0.94937, "time": 0.2301} +{"mode": "train", "epoch": 20, "iter": 1900, "lr": 0.02394, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.75688, "top5_acc": 0.96062, "loss_cls": 0.93163, "loss": 0.93163, "time": 0.23033} +{"mode": "train", "epoch": 20, "iter": 2000, "lr": 0.02394, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7575, "top5_acc": 0.96125, "loss_cls": 0.94612, "loss": 0.94612, "time": 0.22967} +{"mode": "train", "epoch": 20, "iter": 2100, "lr": 0.02393, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7775, "top5_acc": 0.95875, "loss_cls": 0.91264, "loss": 0.91264, "time": 0.22947} +{"mode": "train", "epoch": 20, "iter": 2200, "lr": 0.02393, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.76875, "top5_acc": 0.95062, "loss_cls": 0.94735, "loss": 0.94735, "time": 0.22959} +{"mode": "train", "epoch": 20, "iter": 2300, "lr": 0.02392, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.75188, "top5_acc": 0.95375, "loss_cls": 0.99272, "loss": 0.99272, "time": 0.23046} +{"mode": "val", "epoch": 20, "iter": 1184, "lr": 0.02392, "top1_acc": 0.77277, "top5_acc": 0.96841} +{"mode": "train", "epoch": 21, "iter": 100, "lr": 0.02391, "memory": 6499, "data_time": 0.16651, "top1_acc": 0.7625, "top5_acc": 0.95562, "loss_cls": 0.96251, "loss": 0.96251, "time": 0.39769} +{"mode": "train", "epoch": 21, "iter": 200, "lr": 0.02391, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.76438, "top5_acc": 0.96062, "loss_cls": 0.95801, "loss": 0.95801, "time": 0.2319} +{"mode": "train", "epoch": 21, "iter": 300, "lr": 0.02391, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7675, "top5_acc": 0.96, "loss_cls": 0.90189, "loss": 0.90189, "time": 0.23116} +{"mode": "train", "epoch": 21, "iter": 400, "lr": 0.0239, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7725, "top5_acc": 0.96062, "loss_cls": 0.95199, "loss": 0.95199, "time": 0.2313} +{"mode": "train", "epoch": 21, "iter": 500, "lr": 0.0239, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.76312, "top5_acc": 0.96125, "loss_cls": 0.91146, "loss": 0.91146, "time": 0.2318} +{"mode": "train", "epoch": 21, "iter": 600, "lr": 0.02389, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.77438, "top5_acc": 0.97062, "loss_cls": 0.89701, "loss": 0.89701, "time": 0.23225} +{"mode": "train", "epoch": 21, "iter": 700, "lr": 0.02389, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.76625, "top5_acc": 0.95938, "loss_cls": 0.93015, "loss": 0.93015, "time": 0.232} +{"mode": "train", "epoch": 21, "iter": 800, "lr": 0.02388, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7575, "top5_acc": 0.96062, "loss_cls": 0.95436, "loss": 0.95436, "time": 0.23153} +{"mode": "train", "epoch": 21, "iter": 900, "lr": 0.02388, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77, "top5_acc": 0.95875, "loss_cls": 0.92469, "loss": 0.92469, "time": 0.23243} +{"mode": "train", "epoch": 21, "iter": 1000, "lr": 0.02387, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76875, "top5_acc": 0.96, "loss_cls": 0.93371, "loss": 0.93371, "time": 0.23122} +{"mode": "train", "epoch": 21, "iter": 1100, "lr": 0.02387, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76, "top5_acc": 0.95688, "loss_cls": 0.95535, "loss": 0.95535, "time": 0.23101} +{"mode": "train", "epoch": 21, "iter": 1200, "lr": 0.02386, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76062, "top5_acc": 0.96688, "loss_cls": 0.95412, "loss": 0.95412, "time": 0.23077} +{"mode": "train", "epoch": 21, "iter": 1300, "lr": 0.02386, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.74562, "top5_acc": 0.95938, "loss_cls": 1.00127, "loss": 1.00127, "time": 0.23195} +{"mode": "train", "epoch": 21, "iter": 1400, "lr": 0.02386, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.77, "top5_acc": 0.95375, "loss_cls": 0.9584, "loss": 0.9584, "time": 0.23176} +{"mode": "train", "epoch": 21, "iter": 1500, "lr": 0.02385, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76562, "top5_acc": 0.9575, "loss_cls": 0.96498, "loss": 0.96498, "time": 0.23152} +{"mode": "train", "epoch": 21, "iter": 1600, "lr": 0.02385, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.765, "top5_acc": 0.96438, "loss_cls": 0.93618, "loss": 0.93618, "time": 0.23052} +{"mode": "train", "epoch": 21, "iter": 1700, "lr": 0.02384, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.765, "top5_acc": 0.95625, "loss_cls": 0.94732, "loss": 0.94732, "time": 0.2323} +{"mode": "train", "epoch": 21, "iter": 1800, "lr": 0.02384, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.76938, "top5_acc": 0.95938, "loss_cls": 0.89851, "loss": 0.89851, "time": 0.23061} +{"mode": "train", "epoch": 21, "iter": 1900, "lr": 0.02383, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78938, "top5_acc": 0.96312, "loss_cls": 0.90839, "loss": 0.90839, "time": 0.23089} +{"mode": "train", "epoch": 21, "iter": 2000, "lr": 0.02383, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.7675, "top5_acc": 0.95625, "loss_cls": 0.93901, "loss": 0.93901, "time": 0.23045} +{"mode": "train", "epoch": 21, "iter": 2100, "lr": 0.02382, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.76312, "top5_acc": 0.95625, "loss_cls": 0.981, "loss": 0.981, "time": 0.23065} +{"mode": "train", "epoch": 21, "iter": 2200, "lr": 0.02382, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7575, "top5_acc": 0.95, "loss_cls": 0.98035, "loss": 0.98035, "time": 0.2301} +{"mode": "train", "epoch": 21, "iter": 2300, "lr": 0.02381, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7675, "top5_acc": 0.9575, "loss_cls": 0.97308, "loss": 0.97308, "time": 0.23229} +{"mode": "val", "epoch": 21, "iter": 1184, "lr": 0.02381, "top1_acc": 0.7771, "top5_acc": 0.96789} +{"mode": "train", "epoch": 22, "iter": 100, "lr": 0.02381, "memory": 6499, "data_time": 0.16182, "top1_acc": 0.81, "top5_acc": 0.96438, "loss_cls": 0.85403, "loss": 0.85403, "time": 0.39262} +{"mode": "train", "epoch": 22, "iter": 200, "lr": 0.0238, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78, "top5_acc": 0.9625, "loss_cls": 0.92277, "loss": 0.92277, "time": 0.23028} +{"mode": "train", "epoch": 22, "iter": 300, "lr": 0.0238, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.77688, "top5_acc": 0.96312, "loss_cls": 0.88948, "loss": 0.88948, "time": 0.23012} +{"mode": "train", "epoch": 22, "iter": 400, "lr": 0.02379, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7775, "top5_acc": 0.965, "loss_cls": 0.89824, "loss": 0.89824, "time": 0.23007} +{"mode": "train", "epoch": 22, "iter": 500, "lr": 0.02379, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.775, "top5_acc": 0.96688, "loss_cls": 0.91605, "loss": 0.91605, "time": 0.22968} +{"mode": "train", "epoch": 22, "iter": 600, "lr": 0.02378, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77875, "top5_acc": 0.9625, "loss_cls": 0.89716, "loss": 0.89716, "time": 0.23006} +{"mode": "train", "epoch": 22, "iter": 700, "lr": 0.02378, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.75125, "top5_acc": 0.95, "loss_cls": 0.98788, "loss": 0.98788, "time": 0.23031} +{"mode": "train", "epoch": 22, "iter": 800, "lr": 0.02377, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79062, "top5_acc": 0.965, "loss_cls": 0.86658, "loss": 0.86658, "time": 0.23027} +{"mode": "train", "epoch": 22, "iter": 900, "lr": 0.02377, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76938, "top5_acc": 0.96688, "loss_cls": 0.9049, "loss": 0.9049, "time": 0.23155} +{"mode": "train", "epoch": 22, "iter": 1000, "lr": 0.02376, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.76812, "top5_acc": 0.95688, "loss_cls": 0.91658, "loss": 0.91658, "time": 0.23108} +{"mode": "train", "epoch": 22, "iter": 1100, "lr": 0.02376, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.77938, "top5_acc": 0.96, "loss_cls": 0.91291, "loss": 0.91291, "time": 0.23028} +{"mode": "train", "epoch": 22, "iter": 1200, "lr": 0.02375, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78188, "top5_acc": 0.955, "loss_cls": 0.92847, "loss": 0.92847, "time": 0.23034} +{"mode": "train", "epoch": 22, "iter": 1300, "lr": 0.02375, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76375, "top5_acc": 0.96625, "loss_cls": 0.95242, "loss": 0.95242, "time": 0.23123} +{"mode": "train", "epoch": 22, "iter": 1400, "lr": 0.02374, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.74875, "top5_acc": 0.95375, "loss_cls": 0.99687, "loss": 0.99687, "time": 0.23141} +{"mode": "train", "epoch": 22, "iter": 1500, "lr": 0.02374, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76562, "top5_acc": 0.95562, "loss_cls": 1.02075, "loss": 1.02075, "time": 0.23051} +{"mode": "train", "epoch": 22, "iter": 1600, "lr": 0.02373, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76062, "top5_acc": 0.96125, "loss_cls": 0.94661, "loss": 0.94661, "time": 0.23052} +{"mode": "train", "epoch": 22, "iter": 1700, "lr": 0.02373, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76812, "top5_acc": 0.9675, "loss_cls": 0.91502, "loss": 0.91502, "time": 0.23035} +{"mode": "train", "epoch": 22, "iter": 1800, "lr": 0.02372, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7625, "top5_acc": 0.95438, "loss_cls": 0.95702, "loss": 0.95702, "time": 0.23074} +{"mode": "train", "epoch": 22, "iter": 1900, "lr": 0.02372, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.75625, "top5_acc": 0.95062, "loss_cls": 0.98008, "loss": 0.98008, "time": 0.23065} +{"mode": "train", "epoch": 22, "iter": 2000, "lr": 0.02371, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76688, "top5_acc": 0.95062, "loss_cls": 0.94593, "loss": 0.94593, "time": 0.23082} +{"mode": "train", "epoch": 22, "iter": 2100, "lr": 0.02371, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77562, "top5_acc": 0.94938, "loss_cls": 0.92109, "loss": 0.92109, "time": 0.23172} +{"mode": "train", "epoch": 22, "iter": 2200, "lr": 0.0237, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77625, "top5_acc": 0.95688, "loss_cls": 0.91279, "loss": 0.91279, "time": 0.23176} +{"mode": "train", "epoch": 22, "iter": 2300, "lr": 0.0237, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.77125, "top5_acc": 0.96438, "loss_cls": 0.92735, "loss": 0.92735, "time": 0.23107} +{"mode": "val", "epoch": 22, "iter": 1184, "lr": 0.0237, "top1_acc": 0.81555, "top5_acc": 0.97993} +{"mode": "train", "epoch": 23, "iter": 100, "lr": 0.02369, "memory": 6499, "data_time": 0.16726, "top1_acc": 0.7775, "top5_acc": 0.96375, "loss_cls": 0.88936, "loss": 0.88936, "time": 0.39797} +{"mode": "train", "epoch": 23, "iter": 200, "lr": 0.02369, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.7975, "top5_acc": 0.96688, "loss_cls": 0.84415, "loss": 0.84415, "time": 0.2304} +{"mode": "train", "epoch": 23, "iter": 300, "lr": 0.02368, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77188, "top5_acc": 0.95438, "loss_cls": 0.9471, "loss": 0.9471, "time": 0.23025} +{"mode": "train", "epoch": 23, "iter": 400, "lr": 0.02368, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7775, "top5_acc": 0.96312, "loss_cls": 0.89914, "loss": 0.89914, "time": 0.22981} +{"mode": "train", "epoch": 23, "iter": 500, "lr": 0.02367, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.75438, "top5_acc": 0.95688, "loss_cls": 0.96221, "loss": 0.96221, "time": 0.23026} +{"mode": "train", "epoch": 23, "iter": 600, "lr": 0.02367, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.775, "top5_acc": 0.95688, "loss_cls": 0.93144, "loss": 0.93144, "time": 0.23087} +{"mode": "train", "epoch": 23, "iter": 700, "lr": 0.02366, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7825, "top5_acc": 0.9575, "loss_cls": 0.89264, "loss": 0.89264, "time": 0.23232} +{"mode": "train", "epoch": 23, "iter": 800, "lr": 0.02366, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76, "top5_acc": 0.94938, "loss_cls": 0.98359, "loss": 0.98359, "time": 0.23136} +{"mode": "train", "epoch": 23, "iter": 900, "lr": 0.02365, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76188, "top5_acc": 0.95938, "loss_cls": 0.93414, "loss": 0.93414, "time": 0.23168} +{"mode": "train", "epoch": 23, "iter": 1000, "lr": 0.02365, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.77688, "top5_acc": 0.9675, "loss_cls": 0.88874, "loss": 0.88874, "time": 0.2312} +{"mode": "train", "epoch": 23, "iter": 1100, "lr": 0.02364, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78375, "top5_acc": 0.96188, "loss_cls": 0.87448, "loss": 0.87448, "time": 0.23123} +{"mode": "train", "epoch": 23, "iter": 1200, "lr": 0.02364, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78312, "top5_acc": 0.96438, "loss_cls": 0.88328, "loss": 0.88328, "time": 0.2312} +{"mode": "train", "epoch": 23, "iter": 1300, "lr": 0.02363, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.75938, "top5_acc": 0.96375, "loss_cls": 0.92261, "loss": 0.92261, "time": 0.23093} +{"mode": "train", "epoch": 23, "iter": 1400, "lr": 0.02363, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.76875, "top5_acc": 0.95875, "loss_cls": 0.93374, "loss": 0.93374, "time": 0.23168} +{"mode": "train", "epoch": 23, "iter": 1500, "lr": 0.02362, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.77625, "top5_acc": 0.9625, "loss_cls": 0.90851, "loss": 0.90851, "time": 0.23102} +{"mode": "train", "epoch": 23, "iter": 1600, "lr": 0.02362, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7575, "top5_acc": 0.95562, "loss_cls": 0.96699, "loss": 0.96699, "time": 0.23046} +{"mode": "train", "epoch": 23, "iter": 1700, "lr": 0.02361, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.77688, "top5_acc": 0.96625, "loss_cls": 0.87244, "loss": 0.87244, "time": 0.23069} +{"mode": "train", "epoch": 23, "iter": 1800, "lr": 0.02361, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77812, "top5_acc": 0.95688, "loss_cls": 0.92619, "loss": 0.92619, "time": 0.2307} +{"mode": "train", "epoch": 23, "iter": 1900, "lr": 0.0236, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78375, "top5_acc": 0.96375, "loss_cls": 0.87742, "loss": 0.87742, "time": 0.23089} +{"mode": "train", "epoch": 23, "iter": 2000, "lr": 0.0236, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.75875, "top5_acc": 0.96062, "loss_cls": 0.95082, "loss": 0.95082, "time": 0.23033} +{"mode": "train", "epoch": 23, "iter": 2100, "lr": 0.02359, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77938, "top5_acc": 0.95625, "loss_cls": 0.9395, "loss": 0.9395, "time": 0.22991} +{"mode": "train", "epoch": 23, "iter": 2200, "lr": 0.02359, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.76625, "top5_acc": 0.9525, "loss_cls": 0.92502, "loss": 0.92502, "time": 0.23019} +{"mode": "train", "epoch": 23, "iter": 2300, "lr": 0.02358, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.78625, "top5_acc": 0.95938, "loss_cls": 0.91457, "loss": 0.91457, "time": 0.23003} +{"mode": "val", "epoch": 23, "iter": 1184, "lr": 0.02358, "top1_acc": 0.81122, "top5_acc": 0.97924} +{"mode": "train", "epoch": 24, "iter": 100, "lr": 0.02357, "memory": 6499, "data_time": 0.17234, "top1_acc": 0.77625, "top5_acc": 0.95625, "loss_cls": 0.91848, "loss": 0.91848, "time": 0.40312} +{"mode": "train", "epoch": 24, "iter": 200, "lr": 0.02357, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78375, "top5_acc": 0.97062, "loss_cls": 0.85141, "loss": 0.85141, "time": 0.23046} +{"mode": "train", "epoch": 24, "iter": 300, "lr": 0.02356, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79125, "top5_acc": 0.9675, "loss_cls": 0.8153, "loss": 0.8153, "time": 0.23116} +{"mode": "train", "epoch": 24, "iter": 400, "lr": 0.02356, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77188, "top5_acc": 0.95938, "loss_cls": 0.92334, "loss": 0.92334, "time": 0.23099} +{"mode": "train", "epoch": 24, "iter": 500, "lr": 0.02355, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78062, "top5_acc": 0.95938, "loss_cls": 0.88557, "loss": 0.88557, "time": 0.23092} +{"mode": "train", "epoch": 24, "iter": 600, "lr": 0.02355, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.77375, "top5_acc": 0.9575, "loss_cls": 0.92865, "loss": 0.92865, "time": 0.23059} +{"mode": "train", "epoch": 24, "iter": 700, "lr": 0.02354, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.75375, "top5_acc": 0.95938, "loss_cls": 0.94868, "loss": 0.94868, "time": 0.23061} +{"mode": "train", "epoch": 24, "iter": 800, "lr": 0.02354, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.76562, "top5_acc": 0.96375, "loss_cls": 0.92168, "loss": 0.92168, "time": 0.2303} +{"mode": "train", "epoch": 24, "iter": 900, "lr": 0.02353, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77312, "top5_acc": 0.96312, "loss_cls": 0.89511, "loss": 0.89511, "time": 0.23073} +{"mode": "train", "epoch": 24, "iter": 1000, "lr": 0.02353, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.75875, "top5_acc": 0.96062, "loss_cls": 0.94267, "loss": 0.94267, "time": 0.23049} +{"mode": "train", "epoch": 24, "iter": 1100, "lr": 0.02352, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77812, "top5_acc": 0.95875, "loss_cls": 0.88205, "loss": 0.88205, "time": 0.23145} +{"mode": "train", "epoch": 24, "iter": 1200, "lr": 0.02352, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7825, "top5_acc": 0.96, "loss_cls": 0.89439, "loss": 0.89439, "time": 0.23073} +{"mode": "train", "epoch": 24, "iter": 1300, "lr": 0.02351, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.75625, "top5_acc": 0.96062, "loss_cls": 0.94132, "loss": 0.94132, "time": 0.23028} +{"mode": "train", "epoch": 24, "iter": 1400, "lr": 0.0235, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78062, "top5_acc": 0.96125, "loss_cls": 0.88226, "loss": 0.88226, "time": 0.23068} +{"mode": "train", "epoch": 24, "iter": 1500, "lr": 0.0235, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80562, "top5_acc": 0.96188, "loss_cls": 0.82599, "loss": 0.82599, "time": 0.23075} +{"mode": "train", "epoch": 24, "iter": 1600, "lr": 0.02349, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7725, "top5_acc": 0.96062, "loss_cls": 0.91999, "loss": 0.91999, "time": 0.23021} +{"mode": "train", "epoch": 24, "iter": 1700, "lr": 0.02349, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79188, "top5_acc": 0.96375, "loss_cls": 0.84113, "loss": 0.84113, "time": 0.23025} +{"mode": "train", "epoch": 24, "iter": 1800, "lr": 0.02348, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7925, "top5_acc": 0.9575, "loss_cls": 0.8634, "loss": 0.8634, "time": 0.2306} +{"mode": "train", "epoch": 24, "iter": 1900, "lr": 0.02348, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7775, "top5_acc": 0.9575, "loss_cls": 0.9092, "loss": 0.9092, "time": 0.23034} +{"mode": "train", "epoch": 24, "iter": 2000, "lr": 0.02347, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.76188, "top5_acc": 0.95125, "loss_cls": 0.96577, "loss": 0.96577, "time": 0.2302} +{"mode": "train", "epoch": 24, "iter": 2100, "lr": 0.02347, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7625, "top5_acc": 0.95, "loss_cls": 0.9691, "loss": 0.9691, "time": 0.23111} +{"mode": "train", "epoch": 24, "iter": 2200, "lr": 0.02346, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75938, "top5_acc": 0.94688, "loss_cls": 0.98388, "loss": 0.98388, "time": 0.23187} +{"mode": "train", "epoch": 24, "iter": 2300, "lr": 0.02346, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7725, "top5_acc": 0.95438, "loss_cls": 0.93963, "loss": 0.93963, "time": 0.23079} +{"mode": "val", "epoch": 24, "iter": 1184, "lr": 0.02345, "top1_acc": 0.82067, "top5_acc": 0.9775} +{"mode": "train", "epoch": 25, "iter": 100, "lr": 0.02345, "memory": 6499, "data_time": 0.16709, "top1_acc": 0.78438, "top5_acc": 0.95625, "loss_cls": 0.89223, "loss": 0.89223, "time": 0.39789} +{"mode": "train", "epoch": 25, "iter": 200, "lr": 0.02344, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76062, "top5_acc": 0.94812, "loss_cls": 0.96819, "loss": 0.96819, "time": 0.23123} +{"mode": "train", "epoch": 25, "iter": 300, "lr": 0.02344, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77875, "top5_acc": 0.96875, "loss_cls": 0.87512, "loss": 0.87512, "time": 0.23164} +{"mode": "train", "epoch": 25, "iter": 400, "lr": 0.02343, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7775, "top5_acc": 0.96438, "loss_cls": 0.87693, "loss": 0.87693, "time": 0.23118} +{"mode": "train", "epoch": 25, "iter": 500, "lr": 0.02343, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77062, "top5_acc": 0.96625, "loss_cls": 0.90387, "loss": 0.90387, "time": 0.23048} +{"mode": "train", "epoch": 25, "iter": 600, "lr": 0.02342, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78375, "top5_acc": 0.95875, "loss_cls": 0.92361, "loss": 0.92361, "time": 0.23139} +{"mode": "train", "epoch": 25, "iter": 700, "lr": 0.02342, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7725, "top5_acc": 0.95812, "loss_cls": 0.92141, "loss": 0.92141, "time": 0.23179} +{"mode": "train", "epoch": 25, "iter": 800, "lr": 0.02341, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.76812, "top5_acc": 0.9625, "loss_cls": 0.89552, "loss": 0.89552, "time": 0.23158} +{"mode": "train", "epoch": 25, "iter": 900, "lr": 0.02341, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77, "top5_acc": 0.96188, "loss_cls": 0.91873, "loss": 0.91873, "time": 0.23114} +{"mode": "train", "epoch": 25, "iter": 1000, "lr": 0.0234, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78125, "top5_acc": 0.955, "loss_cls": 0.90543, "loss": 0.90543, "time": 0.23158} +{"mode": "train", "epoch": 25, "iter": 1100, "lr": 0.02339, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78375, "top5_acc": 0.96312, "loss_cls": 0.84212, "loss": 0.84212, "time": 0.23145} +{"mode": "train", "epoch": 25, "iter": 1200, "lr": 0.02339, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.77062, "top5_acc": 0.95875, "loss_cls": 0.92853, "loss": 0.92853, "time": 0.2311} +{"mode": "train", "epoch": 25, "iter": 1300, "lr": 0.02338, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79375, "top5_acc": 0.965, "loss_cls": 0.83554, "loss": 0.83554, "time": 0.23051} +{"mode": "train", "epoch": 25, "iter": 1400, "lr": 0.02338, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79062, "top5_acc": 0.96125, "loss_cls": 0.89933, "loss": 0.89933, "time": 0.23033} +{"mode": "train", "epoch": 25, "iter": 1500, "lr": 0.02337, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78062, "top5_acc": 0.95375, "loss_cls": 0.91588, "loss": 0.91588, "time": 0.23094} +{"mode": "train", "epoch": 25, "iter": 1600, "lr": 0.02337, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.75, "top5_acc": 0.95312, "loss_cls": 1.00471, "loss": 1.00471, "time": 0.2308} +{"mode": "train", "epoch": 25, "iter": 1700, "lr": 0.02336, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.78625, "top5_acc": 0.9575, "loss_cls": 0.87228, "loss": 0.87228, "time": 0.23052} +{"mode": "train", "epoch": 25, "iter": 1800, "lr": 0.02336, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79062, "top5_acc": 0.97, "loss_cls": 0.82906, "loss": 0.82906, "time": 0.23089} +{"mode": "train", "epoch": 25, "iter": 1900, "lr": 0.02335, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.775, "top5_acc": 0.96438, "loss_cls": 0.88611, "loss": 0.88611, "time": 0.23054} +{"mode": "train", "epoch": 25, "iter": 2000, "lr": 0.02334, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78625, "top5_acc": 0.95562, "loss_cls": 0.89917, "loss": 0.89917, "time": 0.23086} +{"mode": "train", "epoch": 25, "iter": 2100, "lr": 0.02334, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76438, "top5_acc": 0.96, "loss_cls": 0.93234, "loss": 0.93234, "time": 0.23154} +{"mode": "train", "epoch": 25, "iter": 2200, "lr": 0.02333, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7725, "top5_acc": 0.95875, "loss_cls": 0.91229, "loss": 0.91229, "time": 0.23121} +{"mode": "train", "epoch": 25, "iter": 2300, "lr": 0.02333, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.77438, "top5_acc": 0.95688, "loss_cls": 0.93274, "loss": 0.93274, "time": 0.23086} +{"mode": "val", "epoch": 25, "iter": 1184, "lr": 0.02333, "top1_acc": 0.84201, "top5_acc": 0.98341} +{"mode": "train", "epoch": 26, "iter": 100, "lr": 0.02332, "memory": 6499, "data_time": 0.16718, "top1_acc": 0.7975, "top5_acc": 0.96688, "loss_cls": 0.85884, "loss": 0.85884, "time": 0.39741} +{"mode": "train", "epoch": 26, "iter": 200, "lr": 0.02331, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80562, "top5_acc": 0.96625, "loss_cls": 0.8129, "loss": 0.8129, "time": 0.23071} +{"mode": "train", "epoch": 26, "iter": 300, "lr": 0.02331, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7675, "top5_acc": 0.96062, "loss_cls": 0.9009, "loss": 0.9009, "time": 0.23029} +{"mode": "train", "epoch": 26, "iter": 400, "lr": 0.0233, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77438, "top5_acc": 0.9625, "loss_cls": 0.91539, "loss": 0.91539, "time": 0.22936} +{"mode": "train", "epoch": 26, "iter": 500, "lr": 0.0233, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80312, "top5_acc": 0.97188, "loss_cls": 0.80942, "loss": 0.80942, "time": 0.22923} +{"mode": "train", "epoch": 26, "iter": 600, "lr": 0.02329, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7775, "top5_acc": 0.96375, "loss_cls": 0.8814, "loss": 0.8814, "time": 0.22979} +{"mode": "train", "epoch": 26, "iter": 700, "lr": 0.02329, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.78438, "top5_acc": 0.96188, "loss_cls": 0.89638, "loss": 0.89638, "time": 0.23044} +{"mode": "train", "epoch": 26, "iter": 800, "lr": 0.02328, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77875, "top5_acc": 0.9675, "loss_cls": 0.85844, "loss": 0.85844, "time": 0.23045} +{"mode": "train", "epoch": 26, "iter": 900, "lr": 0.02327, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78062, "top5_acc": 0.96312, "loss_cls": 0.87444, "loss": 0.87444, "time": 0.23056} +{"mode": "train", "epoch": 26, "iter": 1000, "lr": 0.02327, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76625, "top5_acc": 0.95125, "loss_cls": 0.97495, "loss": 0.97495, "time": 0.23146} +{"mode": "train", "epoch": 26, "iter": 1100, "lr": 0.02326, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.76875, "top5_acc": 0.96062, "loss_cls": 0.93055, "loss": 0.93055, "time": 0.23084} +{"mode": "train", "epoch": 26, "iter": 1200, "lr": 0.02326, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77188, "top5_acc": 0.95938, "loss_cls": 0.9131, "loss": 0.9131, "time": 0.23124} +{"mode": "train", "epoch": 26, "iter": 1300, "lr": 0.02325, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79812, "top5_acc": 0.96562, "loss_cls": 0.84116, "loss": 0.84116, "time": 0.23057} +{"mode": "train", "epoch": 26, "iter": 1400, "lr": 0.02325, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.77562, "top5_acc": 0.9575, "loss_cls": 0.93259, "loss": 0.93259, "time": 0.23115} +{"mode": "train", "epoch": 26, "iter": 1500, "lr": 0.02324, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76375, "top5_acc": 0.96625, "loss_cls": 0.94829, "loss": 0.94829, "time": 0.23071} +{"mode": "train", "epoch": 26, "iter": 1600, "lr": 0.02324, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76438, "top5_acc": 0.95312, "loss_cls": 0.97122, "loss": 0.97122, "time": 0.23101} +{"mode": "train", "epoch": 26, "iter": 1700, "lr": 0.02323, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77312, "top5_acc": 0.9625, "loss_cls": 0.9115, "loss": 0.9115, "time": 0.23134} +{"mode": "train", "epoch": 26, "iter": 1800, "lr": 0.02322, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7725, "top5_acc": 0.9475, "loss_cls": 0.94544, "loss": 0.94544, "time": 0.23056} +{"mode": "train", "epoch": 26, "iter": 1900, "lr": 0.02322, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79562, "top5_acc": 0.96625, "loss_cls": 0.84093, "loss": 0.84093, "time": 0.23105} +{"mode": "train", "epoch": 26, "iter": 2000, "lr": 0.02321, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.76125, "top5_acc": 0.96375, "loss_cls": 0.94507, "loss": 0.94507, "time": 0.23119} +{"mode": "train", "epoch": 26, "iter": 2100, "lr": 0.02321, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7725, "top5_acc": 0.96188, "loss_cls": 0.89313, "loss": 0.89313, "time": 0.23064} +{"mode": "train", "epoch": 26, "iter": 2200, "lr": 0.0232, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76688, "top5_acc": 0.96375, "loss_cls": 0.93365, "loss": 0.93365, "time": 0.23025} +{"mode": "train", "epoch": 26, "iter": 2300, "lr": 0.0232, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78062, "top5_acc": 0.96125, "loss_cls": 0.90198, "loss": 0.90198, "time": 0.23032} +{"mode": "val", "epoch": 26, "iter": 1184, "lr": 0.02319, "top1_acc": 0.86071, "top5_acc": 0.98658} +{"mode": "train", "epoch": 27, "iter": 100, "lr": 0.02319, "memory": 6499, "data_time": 0.16717, "top1_acc": 0.79375, "top5_acc": 0.965, "loss_cls": 0.87096, "loss": 0.87096, "time": 0.39701} +{"mode": "train", "epoch": 27, "iter": 200, "lr": 0.02318, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7775, "top5_acc": 0.96125, "loss_cls": 0.88986, "loss": 0.88986, "time": 0.23026} +{"mode": "train", "epoch": 27, "iter": 300, "lr": 0.02317, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.785, "top5_acc": 0.96562, "loss_cls": 0.87188, "loss": 0.87188, "time": 0.22987} +{"mode": "train", "epoch": 27, "iter": 400, "lr": 0.02317, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.7875, "top5_acc": 0.96438, "loss_cls": 0.85986, "loss": 0.85986, "time": 0.23099} +{"mode": "train", "epoch": 27, "iter": 500, "lr": 0.02316, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79, "top5_acc": 0.95875, "loss_cls": 0.85603, "loss": 0.85603, "time": 0.23299} +{"mode": "train", "epoch": 27, "iter": 600, "lr": 0.02316, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.78938, "top5_acc": 0.9675, "loss_cls": 0.85184, "loss": 0.85184, "time": 0.23174} +{"mode": "train", "epoch": 27, "iter": 700, "lr": 0.02315, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76188, "top5_acc": 0.96125, "loss_cls": 0.93233, "loss": 0.93233, "time": 0.23113} +{"mode": "train", "epoch": 27, "iter": 800, "lr": 0.02315, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7825, "top5_acc": 0.96375, "loss_cls": 0.9018, "loss": 0.9018, "time": 0.23084} +{"mode": "train", "epoch": 27, "iter": 900, "lr": 0.02314, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78938, "top5_acc": 0.9575, "loss_cls": 0.86319, "loss": 0.86319, "time": 0.23279} +{"mode": "train", "epoch": 27, "iter": 1000, "lr": 0.02313, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78062, "top5_acc": 0.9575, "loss_cls": 0.91712, "loss": 0.91712, "time": 0.23063} +{"mode": "train", "epoch": 27, "iter": 1100, "lr": 0.02313, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7825, "top5_acc": 0.96, "loss_cls": 0.89842, "loss": 0.89842, "time": 0.23007} +{"mode": "train", "epoch": 27, "iter": 1200, "lr": 0.02312, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.78812, "top5_acc": 0.96312, "loss_cls": 0.84575, "loss": 0.84575, "time": 0.23174} +{"mode": "train", "epoch": 27, "iter": 1300, "lr": 0.02312, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79938, "top5_acc": 0.96562, "loss_cls": 0.82185, "loss": 0.82185, "time": 0.23096} +{"mode": "train", "epoch": 27, "iter": 1400, "lr": 0.02311, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79625, "top5_acc": 0.96625, "loss_cls": 0.83467, "loss": 0.83467, "time": 0.23111} +{"mode": "train", "epoch": 27, "iter": 1500, "lr": 0.0231, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79938, "top5_acc": 0.9625, "loss_cls": 0.85717, "loss": 0.85717, "time": 0.23161} +{"mode": "train", "epoch": 27, "iter": 1600, "lr": 0.0231, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.805, "top5_acc": 0.96438, "loss_cls": 0.84729, "loss": 0.84729, "time": 0.23188} +{"mode": "train", "epoch": 27, "iter": 1700, "lr": 0.02309, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80125, "top5_acc": 0.96312, "loss_cls": 0.84325, "loss": 0.84325, "time": 0.23048} +{"mode": "train", "epoch": 27, "iter": 1800, "lr": 0.02309, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79375, "top5_acc": 0.95875, "loss_cls": 0.84866, "loss": 0.84866, "time": 0.23028} +{"mode": "train", "epoch": 27, "iter": 1900, "lr": 0.02308, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.77625, "top5_acc": 0.97, "loss_cls": 0.85143, "loss": 0.85143, "time": 0.23015} +{"mode": "train", "epoch": 27, "iter": 2000, "lr": 0.02308, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.78062, "top5_acc": 0.96875, "loss_cls": 0.87708, "loss": 0.87708, "time": 0.23009} +{"mode": "train", "epoch": 27, "iter": 2100, "lr": 0.02307, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.76875, "top5_acc": 0.95438, "loss_cls": 0.9206, "loss": 0.9206, "time": 0.23061} +{"mode": "train", "epoch": 27, "iter": 2200, "lr": 0.02306, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.78625, "top5_acc": 0.95625, "loss_cls": 0.91293, "loss": 0.91293, "time": 0.23014} +{"mode": "train", "epoch": 27, "iter": 2300, "lr": 0.02306, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.78125, "top5_acc": 0.96438, "loss_cls": 0.88392, "loss": 0.88392, "time": 0.22979} +{"mode": "val", "epoch": 27, "iter": 1184, "lr": 0.02305, "top1_acc": 0.82881, "top5_acc": 0.97988} +{"mode": "train", "epoch": 28, "iter": 100, "lr": 0.02305, "memory": 6499, "data_time": 0.16873, "top1_acc": 0.80875, "top5_acc": 0.96625, "loss_cls": 0.80731, "loss": 0.80731, "time": 0.39963} +{"mode": "train", "epoch": 28, "iter": 200, "lr": 0.02304, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81312, "top5_acc": 0.97, "loss_cls": 0.77439, "loss": 0.77439, "time": 0.23085} +{"mode": "train", "epoch": 28, "iter": 300, "lr": 0.02304, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77938, "top5_acc": 0.9625, "loss_cls": 0.85177, "loss": 0.85177, "time": 0.23203} +{"mode": "train", "epoch": 28, "iter": 400, "lr": 0.02303, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7925, "top5_acc": 0.96375, "loss_cls": 0.8332, "loss": 0.8332, "time": 0.23278} +{"mode": "train", "epoch": 28, "iter": 500, "lr": 0.02302, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77562, "top5_acc": 0.95, "loss_cls": 0.93671, "loss": 0.93671, "time": 0.23157} +{"mode": "train", "epoch": 28, "iter": 600, "lr": 0.02302, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77562, "top5_acc": 0.9675, "loss_cls": 0.8714, "loss": 0.8714, "time": 0.231} +{"mode": "train", "epoch": 28, "iter": 700, "lr": 0.02301, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78125, "top5_acc": 0.96062, "loss_cls": 0.88589, "loss": 0.88589, "time": 0.23182} +{"mode": "train", "epoch": 28, "iter": 800, "lr": 0.02301, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77875, "top5_acc": 0.95938, "loss_cls": 0.9007, "loss": 0.9007, "time": 0.2312} +{"mode": "train", "epoch": 28, "iter": 900, "lr": 0.023, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7975, "top5_acc": 0.9675, "loss_cls": 0.82414, "loss": 0.82414, "time": 0.23193} +{"mode": "train", "epoch": 28, "iter": 1000, "lr": 0.02299, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77312, "top5_acc": 0.96, "loss_cls": 0.91107, "loss": 0.91107, "time": 0.23195} +{"mode": "train", "epoch": 28, "iter": 1100, "lr": 0.02299, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.77312, "top5_acc": 0.96688, "loss_cls": 0.91381, "loss": 0.91381, "time": 0.23099} +{"mode": "train", "epoch": 28, "iter": 1200, "lr": 0.02298, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76125, "top5_acc": 0.96125, "loss_cls": 0.91855, "loss": 0.91855, "time": 0.23035} +{"mode": "train", "epoch": 28, "iter": 1300, "lr": 0.02298, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.76812, "top5_acc": 0.95688, "loss_cls": 0.91941, "loss": 0.91941, "time": 0.23042} +{"mode": "train", "epoch": 28, "iter": 1400, "lr": 0.02297, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.775, "top5_acc": 0.9675, "loss_cls": 0.88427, "loss": 0.88427, "time": 0.2303} +{"mode": "train", "epoch": 28, "iter": 1500, "lr": 0.02296, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.76, "top5_acc": 0.96, "loss_cls": 0.92428, "loss": 0.92428, "time": 0.22973} +{"mode": "train", "epoch": 28, "iter": 1600, "lr": 0.02296, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.78688, "top5_acc": 0.95625, "loss_cls": 0.89912, "loss": 0.89912, "time": 0.2295} +{"mode": "train", "epoch": 28, "iter": 1700, "lr": 0.02295, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.76375, "top5_acc": 0.96875, "loss_cls": 0.89436, "loss": 0.89436, "time": 0.22977} +{"mode": "train", "epoch": 28, "iter": 1800, "lr": 0.02295, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.76875, "top5_acc": 0.95438, "loss_cls": 0.94248, "loss": 0.94248, "time": 0.22949} +{"mode": "train", "epoch": 28, "iter": 1900, "lr": 0.02294, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.78562, "top5_acc": 0.95375, "loss_cls": 0.89991, "loss": 0.89991, "time": 0.22962} +{"mode": "train", "epoch": 28, "iter": 2000, "lr": 0.02293, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77375, "top5_acc": 0.95812, "loss_cls": 0.8995, "loss": 0.8995, "time": 0.23062} +{"mode": "train", "epoch": 28, "iter": 2100, "lr": 0.02293, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.795, "top5_acc": 0.965, "loss_cls": 0.80894, "loss": 0.80894, "time": 0.23127} +{"mode": "train", "epoch": 28, "iter": 2200, "lr": 0.02292, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.78125, "top5_acc": 0.96625, "loss_cls": 0.88204, "loss": 0.88204, "time": 0.23158} +{"mode": "train", "epoch": 28, "iter": 2300, "lr": 0.02291, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.78688, "top5_acc": 0.96062, "loss_cls": 0.86162, "loss": 0.86162, "time": 0.23122} +{"mode": "val", "epoch": 28, "iter": 1184, "lr": 0.02291, "top1_acc": 0.84112, "top5_acc": 0.98468} +{"mode": "train", "epoch": 29, "iter": 100, "lr": 0.02291, "memory": 6499, "data_time": 0.16946, "top1_acc": 0.78188, "top5_acc": 0.96062, "loss_cls": 0.86871, "loss": 0.86871, "time": 0.39903} +{"mode": "train", "epoch": 29, "iter": 200, "lr": 0.0229, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79312, "top5_acc": 0.965, "loss_cls": 0.84061, "loss": 0.84061, "time": 0.2305} +{"mode": "train", "epoch": 29, "iter": 300, "lr": 0.02289, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79125, "top5_acc": 0.95938, "loss_cls": 0.86074, "loss": 0.86074, "time": 0.23169} +{"mode": "train", "epoch": 29, "iter": 400, "lr": 0.02289, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80562, "top5_acc": 0.96812, "loss_cls": 0.79044, "loss": 0.79044, "time": 0.23131} +{"mode": "train", "epoch": 29, "iter": 500, "lr": 0.02288, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7725, "top5_acc": 0.96438, "loss_cls": 0.89661, "loss": 0.89661, "time": 0.23259} +{"mode": "train", "epoch": 29, "iter": 600, "lr": 0.02287, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79375, "top5_acc": 0.97188, "loss_cls": 0.805, "loss": 0.805, "time": 0.23095} +{"mode": "train", "epoch": 29, "iter": 700, "lr": 0.02287, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79875, "top5_acc": 0.97125, "loss_cls": 0.83911, "loss": 0.83911, "time": 0.23127} +{"mode": "train", "epoch": 29, "iter": 800, "lr": 0.02286, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80938, "top5_acc": 0.965, "loss_cls": 0.76682, "loss": 0.76682, "time": 0.23122} +{"mode": "train", "epoch": 29, "iter": 900, "lr": 0.02286, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8025, "top5_acc": 0.95938, "loss_cls": 0.83052, "loss": 0.83052, "time": 0.23053} +{"mode": "train", "epoch": 29, "iter": 1000, "lr": 0.02285, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77938, "top5_acc": 0.95562, "loss_cls": 0.8753, "loss": 0.8753, "time": 0.23038} +{"mode": "train", "epoch": 29, "iter": 1100, "lr": 0.02284, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7825, "top5_acc": 0.965, "loss_cls": 0.86259, "loss": 0.86259, "time": 0.23048} +{"mode": "train", "epoch": 29, "iter": 1200, "lr": 0.02284, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77188, "top5_acc": 0.96125, "loss_cls": 0.89928, "loss": 0.89928, "time": 0.23029} +{"mode": "train", "epoch": 29, "iter": 1300, "lr": 0.02283, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77312, "top5_acc": 0.96, "loss_cls": 0.87321, "loss": 0.87321, "time": 0.23061} +{"mode": "train", "epoch": 29, "iter": 1400, "lr": 0.02282, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7675, "top5_acc": 0.945, "loss_cls": 0.94517, "loss": 0.94517, "time": 0.23153} +{"mode": "train", "epoch": 29, "iter": 1500, "lr": 0.02282, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77562, "top5_acc": 0.95938, "loss_cls": 0.88509, "loss": 0.88509, "time": 0.23123} +{"mode": "train", "epoch": 29, "iter": 1600, "lr": 0.02281, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79625, "top5_acc": 0.95875, "loss_cls": 0.85315, "loss": 0.85315, "time": 0.23095} +{"mode": "train", "epoch": 29, "iter": 1700, "lr": 0.02281, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.78188, "top5_acc": 0.95812, "loss_cls": 0.87065, "loss": 0.87065, "time": 0.23073} +{"mode": "train", "epoch": 29, "iter": 1800, "lr": 0.0228, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.785, "top5_acc": 0.96062, "loss_cls": 0.8758, "loss": 0.8758, "time": 0.2303} +{"mode": "train", "epoch": 29, "iter": 1900, "lr": 0.02279, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.78125, "top5_acc": 0.9575, "loss_cls": 0.89542, "loss": 0.89542, "time": 0.23015} +{"mode": "train", "epoch": 29, "iter": 2000, "lr": 0.02279, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78, "top5_acc": 0.9575, "loss_cls": 0.92426, "loss": 0.92426, "time": 0.22952} +{"mode": "train", "epoch": 29, "iter": 2100, "lr": 0.02278, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7975, "top5_acc": 0.9625, "loss_cls": 0.8272, "loss": 0.8272, "time": 0.23114} +{"mode": "train", "epoch": 29, "iter": 2200, "lr": 0.02277, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77562, "top5_acc": 0.9625, "loss_cls": 0.8903, "loss": 0.8903, "time": 0.23089} +{"mode": "train", "epoch": 29, "iter": 2300, "lr": 0.02277, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78625, "top5_acc": 0.96, "loss_cls": 0.86595, "loss": 0.86595, "time": 0.23055} +{"mode": "val", "epoch": 29, "iter": 1184, "lr": 0.02276, "top1_acc": 0.8352, "top5_acc": 0.98336} +{"mode": "train", "epoch": 30, "iter": 100, "lr": 0.02276, "memory": 6499, "data_time": 0.16868, "top1_acc": 0.79375, "top5_acc": 0.97125, "loss_cls": 0.84518, "loss": 0.84518, "time": 0.39852} +{"mode": "train", "epoch": 30, "iter": 200, "lr": 0.02275, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79438, "top5_acc": 0.9675, "loss_cls": 0.82403, "loss": 0.82403, "time": 0.22973} +{"mode": "train", "epoch": 30, "iter": 300, "lr": 0.02275, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7875, "top5_acc": 0.965, "loss_cls": 0.8417, "loss": 0.8417, "time": 0.22996} +{"mode": "train", "epoch": 30, "iter": 400, "lr": 0.02274, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77875, "top5_acc": 0.95875, "loss_cls": 0.90129, "loss": 0.90129, "time": 0.22969} +{"mode": "train", "epoch": 30, "iter": 500, "lr": 0.02273, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79125, "top5_acc": 0.95562, "loss_cls": 0.88123, "loss": 0.88123, "time": 0.22937} +{"mode": "train", "epoch": 30, "iter": 600, "lr": 0.02273, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79875, "top5_acc": 0.9625, "loss_cls": 0.83215, "loss": 0.83215, "time": 0.22959} +{"mode": "train", "epoch": 30, "iter": 700, "lr": 0.02272, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80312, "top5_acc": 0.96625, "loss_cls": 0.81296, "loss": 0.81296, "time": 0.23257} +{"mode": "train", "epoch": 30, "iter": 800, "lr": 0.02271, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80312, "top5_acc": 0.96188, "loss_cls": 0.84489, "loss": 0.84489, "time": 0.23035} +{"mode": "train", "epoch": 30, "iter": 900, "lr": 0.02271, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78375, "top5_acc": 0.9625, "loss_cls": 0.87593, "loss": 0.87593, "time": 0.2303} +{"mode": "train", "epoch": 30, "iter": 1000, "lr": 0.0227, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78938, "top5_acc": 0.96125, "loss_cls": 0.8742, "loss": 0.8742, "time": 0.23042} +{"mode": "train", "epoch": 30, "iter": 1100, "lr": 0.02269, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79312, "top5_acc": 0.96625, "loss_cls": 0.82918, "loss": 0.82918, "time": 0.23068} +{"mode": "train", "epoch": 30, "iter": 1200, "lr": 0.02269, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76812, "top5_acc": 0.95125, "loss_cls": 0.93506, "loss": 0.93506, "time": 0.22999} +{"mode": "train", "epoch": 30, "iter": 1300, "lr": 0.02268, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.80125, "top5_acc": 0.9625, "loss_cls": 0.81199, "loss": 0.81199, "time": 0.22935} +{"mode": "train", "epoch": 30, "iter": 1400, "lr": 0.02267, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.795, "top5_acc": 0.96188, "loss_cls": 0.88546, "loss": 0.88546, "time": 0.22945} +{"mode": "train", "epoch": 30, "iter": 1500, "lr": 0.02267, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7925, "top5_acc": 0.95938, "loss_cls": 0.87648, "loss": 0.87648, "time": 0.22929} +{"mode": "train", "epoch": 30, "iter": 1600, "lr": 0.02266, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.77688, "top5_acc": 0.96438, "loss_cls": 0.87643, "loss": 0.87643, "time": 0.2293} +{"mode": "train", "epoch": 30, "iter": 1700, "lr": 0.02266, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.78312, "top5_acc": 0.9575, "loss_cls": 0.86926, "loss": 0.86926, "time": 0.2294} +{"mode": "train", "epoch": 30, "iter": 1800, "lr": 0.02265, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79188, "top5_acc": 0.965, "loss_cls": 0.83079, "loss": 0.83079, "time": 0.22962} +{"mode": "train", "epoch": 30, "iter": 1900, "lr": 0.02264, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.77125, "top5_acc": 0.9625, "loss_cls": 0.90894, "loss": 0.90894, "time": 0.23022} +{"mode": "train", "epoch": 30, "iter": 2000, "lr": 0.02264, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76875, "top5_acc": 0.96062, "loss_cls": 0.91813, "loss": 0.91813, "time": 0.23018} +{"mode": "train", "epoch": 30, "iter": 2100, "lr": 0.02263, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.78875, "top5_acc": 0.96, "loss_cls": 0.86837, "loss": 0.86837, "time": 0.22973} +{"mode": "train", "epoch": 30, "iter": 2200, "lr": 0.02262, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.795, "top5_acc": 0.96312, "loss_cls": 0.8295, "loss": 0.8295, "time": 0.22972} +{"mode": "train", "epoch": 30, "iter": 2300, "lr": 0.02262, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78688, "top5_acc": 0.96125, "loss_cls": 0.8709, "loss": 0.8709, "time": 0.2299} +{"mode": "val", "epoch": 30, "iter": 1184, "lr": 0.02261, "top1_acc": 0.84629, "top5_acc": 0.98452} +{"mode": "train", "epoch": 31, "iter": 100, "lr": 0.02261, "memory": 6499, "data_time": 0.16773, "top1_acc": 0.79125, "top5_acc": 0.96188, "loss_cls": 0.82812, "loss": 0.82812, "time": 0.3977} +{"mode": "train", "epoch": 31, "iter": 200, "lr": 0.0226, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79125, "top5_acc": 0.96188, "loss_cls": 0.84263, "loss": 0.84263, "time": 0.23109} +{"mode": "train", "epoch": 31, "iter": 300, "lr": 0.02259, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7925, "top5_acc": 0.965, "loss_cls": 0.83518, "loss": 0.83518, "time": 0.23199} +{"mode": "train", "epoch": 31, "iter": 400, "lr": 0.02259, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77812, "top5_acc": 0.96125, "loss_cls": 0.87582, "loss": 0.87582, "time": 0.23162} +{"mode": "train", "epoch": 31, "iter": 500, "lr": 0.02258, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.78688, "top5_acc": 0.96, "loss_cls": 0.8567, "loss": 0.8567, "time": 0.22955} +{"mode": "train", "epoch": 31, "iter": 600, "lr": 0.02257, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.77812, "top5_acc": 0.95688, "loss_cls": 0.9321, "loss": 0.9321, "time": 0.23062} +{"mode": "train", "epoch": 31, "iter": 700, "lr": 0.02257, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78188, "top5_acc": 0.96625, "loss_cls": 0.85957, "loss": 0.85957, "time": 0.23046} +{"mode": "train", "epoch": 31, "iter": 800, "lr": 0.02256, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7975, "top5_acc": 0.96375, "loss_cls": 0.84908, "loss": 0.84908, "time": 0.23005} +{"mode": "train", "epoch": 31, "iter": 900, "lr": 0.02255, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.77188, "top5_acc": 0.955, "loss_cls": 0.94032, "loss": 0.94032, "time": 0.23032} +{"mode": "train", "epoch": 31, "iter": 1000, "lr": 0.02255, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79688, "top5_acc": 0.96562, "loss_cls": 0.80957, "loss": 0.80957, "time": 0.23049} +{"mode": "train", "epoch": 31, "iter": 1100, "lr": 0.02254, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.77312, "top5_acc": 0.96438, "loss_cls": 0.89429, "loss": 0.89429, "time": 0.23027} +{"mode": "train", "epoch": 31, "iter": 1200, "lr": 0.02253, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.78812, "top5_acc": 0.95938, "loss_cls": 0.86326, "loss": 0.86326, "time": 0.22992} +{"mode": "train", "epoch": 31, "iter": 1300, "lr": 0.02253, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7725, "top5_acc": 0.96, "loss_cls": 0.87766, "loss": 0.87766, "time": 0.22975} +{"mode": "train", "epoch": 31, "iter": 1400, "lr": 0.02252, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.78375, "top5_acc": 0.965, "loss_cls": 0.85494, "loss": 0.85494, "time": 0.22999} +{"mode": "train", "epoch": 31, "iter": 1500, "lr": 0.02251, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.79312, "top5_acc": 0.9625, "loss_cls": 0.87011, "loss": 0.87011, "time": 0.2298} +{"mode": "train", "epoch": 31, "iter": 1600, "lr": 0.02251, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7725, "top5_acc": 0.96625, "loss_cls": 0.88277, "loss": 0.88277, "time": 0.22972} +{"mode": "train", "epoch": 31, "iter": 1700, "lr": 0.0225, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.79312, "top5_acc": 0.955, "loss_cls": 0.88571, "loss": 0.88571, "time": 0.22974} +{"mode": "train", "epoch": 31, "iter": 1800, "lr": 0.02249, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8, "top5_acc": 0.96688, "loss_cls": 0.82494, "loss": 0.82494, "time": 0.22946} +{"mode": "train", "epoch": 31, "iter": 1900, "lr": 0.02249, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77625, "top5_acc": 0.95938, "loss_cls": 0.87194, "loss": 0.87194, "time": 0.23096} +{"mode": "train", "epoch": 31, "iter": 2000, "lr": 0.02248, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78188, "top5_acc": 0.97, "loss_cls": 0.84912, "loss": 0.84912, "time": 0.23116} +{"mode": "train", "epoch": 31, "iter": 2100, "lr": 0.02247, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78062, "top5_acc": 0.95938, "loss_cls": 0.88525, "loss": 0.88525, "time": 0.23113} +{"mode": "train", "epoch": 31, "iter": 2200, "lr": 0.02247, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78125, "top5_acc": 0.96375, "loss_cls": 0.8784, "loss": 0.8784, "time": 0.23194} +{"mode": "train", "epoch": 31, "iter": 2300, "lr": 0.02246, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78875, "top5_acc": 0.97062, "loss_cls": 0.83204, "loss": 0.83204, "time": 0.23131} +{"mode": "val", "epoch": 31, "iter": 1184, "lr": 0.02246, "top1_acc": 0.84708, "top5_acc": 0.98294} +{"mode": "train", "epoch": 32, "iter": 100, "lr": 0.02245, "memory": 6499, "data_time": 0.16947, "top1_acc": 0.80625, "top5_acc": 0.9675, "loss_cls": 0.77889, "loss": 0.77889, "time": 0.40193} +{"mode": "train", "epoch": 32, "iter": 200, "lr": 0.02244, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.78375, "top5_acc": 0.96438, "loss_cls": 0.84869, "loss": 0.84869, "time": 0.23139} +{"mode": "train", "epoch": 32, "iter": 300, "lr": 0.02244, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80438, "top5_acc": 0.96875, "loss_cls": 0.80761, "loss": 0.80761, "time": 0.23018} +{"mode": "train", "epoch": 32, "iter": 400, "lr": 0.02243, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79, "top5_acc": 0.95688, "loss_cls": 0.87163, "loss": 0.87163, "time": 0.23057} +{"mode": "train", "epoch": 32, "iter": 500, "lr": 0.02242, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8, "top5_acc": 0.96688, "loss_cls": 0.82263, "loss": 0.82263, "time": 0.23143} +{"mode": "train", "epoch": 32, "iter": 600, "lr": 0.02242, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.805, "top5_acc": 0.96812, "loss_cls": 0.7721, "loss": 0.7721, "time": 0.23163} +{"mode": "train", "epoch": 32, "iter": 700, "lr": 0.02241, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79938, "top5_acc": 0.96375, "loss_cls": 0.79986, "loss": 0.79986, "time": 0.23152} +{"mode": "train", "epoch": 32, "iter": 800, "lr": 0.0224, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80375, "top5_acc": 0.97125, "loss_cls": 0.79516, "loss": 0.79516, "time": 0.23188} +{"mode": "train", "epoch": 32, "iter": 900, "lr": 0.0224, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79188, "top5_acc": 0.96812, "loss_cls": 0.84618, "loss": 0.84618, "time": 0.23218} +{"mode": "train", "epoch": 32, "iter": 1000, "lr": 0.02239, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77688, "top5_acc": 0.96125, "loss_cls": 0.85968, "loss": 0.85968, "time": 0.23209} +{"mode": "train", "epoch": 32, "iter": 1100, "lr": 0.02238, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80062, "top5_acc": 0.96375, "loss_cls": 0.82895, "loss": 0.82895, "time": 0.23108} +{"mode": "train", "epoch": 32, "iter": 1200, "lr": 0.02238, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.775, "top5_acc": 0.96938, "loss_cls": 0.86113, "loss": 0.86113, "time": 0.23121} +{"mode": "train", "epoch": 32, "iter": 1300, "lr": 0.02237, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.805, "top5_acc": 0.96688, "loss_cls": 0.784, "loss": 0.784, "time": 0.23143} +{"mode": "train", "epoch": 32, "iter": 1400, "lr": 0.02236, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77375, "top5_acc": 0.96375, "loss_cls": 0.87774, "loss": 0.87774, "time": 0.23129} +{"mode": "train", "epoch": 32, "iter": 1500, "lr": 0.02235, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.78062, "top5_acc": 0.96125, "loss_cls": 0.87645, "loss": 0.87645, "time": 0.23102} +{"mode": "train", "epoch": 32, "iter": 1600, "lr": 0.02235, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77188, "top5_acc": 0.95875, "loss_cls": 0.8914, "loss": 0.8914, "time": 0.23172} +{"mode": "train", "epoch": 32, "iter": 1700, "lr": 0.02234, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80062, "top5_acc": 0.96625, "loss_cls": 0.8138, "loss": 0.8138, "time": 0.2319} +{"mode": "train", "epoch": 32, "iter": 1800, "lr": 0.02233, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77125, "top5_acc": 0.96562, "loss_cls": 0.88671, "loss": 0.88671, "time": 0.23138} +{"mode": "train", "epoch": 32, "iter": 1900, "lr": 0.02233, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.78875, "top5_acc": 0.965, "loss_cls": 0.85014, "loss": 0.85014, "time": 0.23087} +{"mode": "train", "epoch": 32, "iter": 2000, "lr": 0.02232, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.78188, "top5_acc": 0.96188, "loss_cls": 0.87542, "loss": 0.87542, "time": 0.23134} +{"mode": "train", "epoch": 32, "iter": 2100, "lr": 0.02231, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79938, "top5_acc": 0.96375, "loss_cls": 0.85589, "loss": 0.85589, "time": 0.23104} +{"mode": "train", "epoch": 32, "iter": 2200, "lr": 0.02231, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77312, "top5_acc": 0.96625, "loss_cls": 0.86767, "loss": 0.86767, "time": 0.23095} +{"mode": "train", "epoch": 32, "iter": 2300, "lr": 0.0223, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.76688, "top5_acc": 0.95688, "loss_cls": 0.91061, "loss": 0.91061, "time": 0.23097} +{"mode": "val", "epoch": 32, "iter": 1184, "lr": 0.0223, "top1_acc": 0.81302, "top5_acc": 0.98183} +{"mode": "train", "epoch": 33, "iter": 100, "lr": 0.02229, "memory": 6499, "data_time": 0.16955, "top1_acc": 0.78875, "top5_acc": 0.9625, "loss_cls": 0.83238, "loss": 0.83238, "time": 0.40303} +{"mode": "train", "epoch": 33, "iter": 200, "lr": 0.02228, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80312, "top5_acc": 0.96375, "loss_cls": 0.7952, "loss": 0.7952, "time": 0.23162} +{"mode": "train", "epoch": 33, "iter": 300, "lr": 0.02228, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78125, "top5_acc": 0.96188, "loss_cls": 0.85456, "loss": 0.85456, "time": 0.23234} +{"mode": "train", "epoch": 33, "iter": 400, "lr": 0.02227, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79, "top5_acc": 0.96062, "loss_cls": 0.86353, "loss": 0.86353, "time": 0.23235} +{"mode": "train", "epoch": 33, "iter": 500, "lr": 0.02226, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77562, "top5_acc": 0.9575, "loss_cls": 0.90404, "loss": 0.90404, "time": 0.23209} +{"mode": "train", "epoch": 33, "iter": 600, "lr": 0.02225, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.785, "top5_acc": 0.9675, "loss_cls": 0.84449, "loss": 0.84449, "time": 0.23092} +{"mode": "train", "epoch": 33, "iter": 700, "lr": 0.02225, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7975, "top5_acc": 0.97562, "loss_cls": 0.76662, "loss": 0.76662, "time": 0.23069} +{"mode": "train", "epoch": 33, "iter": 800, "lr": 0.02224, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79188, "top5_acc": 0.96312, "loss_cls": 0.84434, "loss": 0.84434, "time": 0.23129} +{"mode": "train", "epoch": 33, "iter": 900, "lr": 0.02223, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79, "top5_acc": 0.95562, "loss_cls": 0.84831, "loss": 0.84831, "time": 0.23219} +{"mode": "train", "epoch": 33, "iter": 1000, "lr": 0.02223, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.795, "top5_acc": 0.96875, "loss_cls": 0.82874, "loss": 0.82874, "time": 0.23148} +{"mode": "train", "epoch": 33, "iter": 1100, "lr": 0.02222, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80188, "top5_acc": 0.965, "loss_cls": 0.81433, "loss": 0.81433, "time": 0.23084} +{"mode": "train", "epoch": 33, "iter": 1200, "lr": 0.02221, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78438, "top5_acc": 0.955, "loss_cls": 0.8957, "loss": 0.8957, "time": 0.23068} +{"mode": "train", "epoch": 33, "iter": 1300, "lr": 0.02221, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.78562, "top5_acc": 0.96375, "loss_cls": 0.85184, "loss": 0.85184, "time": 0.23242} +{"mode": "train", "epoch": 33, "iter": 1400, "lr": 0.0222, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79, "top5_acc": 0.96438, "loss_cls": 0.86246, "loss": 0.86246, "time": 0.23083} +{"mode": "train", "epoch": 33, "iter": 1500, "lr": 0.02219, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81688, "top5_acc": 0.96875, "loss_cls": 0.78546, "loss": 0.78546, "time": 0.23087} +{"mode": "train", "epoch": 33, "iter": 1600, "lr": 0.02218, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79438, "top5_acc": 0.965, "loss_cls": 0.81427, "loss": 0.81427, "time": 0.23116} +{"mode": "train", "epoch": 33, "iter": 1700, "lr": 0.02218, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7775, "top5_acc": 0.96688, "loss_cls": 0.83694, "loss": 0.83694, "time": 0.23059} +{"mode": "train", "epoch": 33, "iter": 1800, "lr": 0.02217, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79625, "top5_acc": 0.95625, "loss_cls": 0.86631, "loss": 0.86631, "time": 0.23118} +{"mode": "train", "epoch": 33, "iter": 1900, "lr": 0.02216, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79688, "top5_acc": 0.96312, "loss_cls": 0.844, "loss": 0.844, "time": 0.2314} +{"mode": "train", "epoch": 33, "iter": 2000, "lr": 0.02216, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79188, "top5_acc": 0.9625, "loss_cls": 0.87042, "loss": 0.87042, "time": 0.23247} +{"mode": "train", "epoch": 33, "iter": 2100, "lr": 0.02215, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79875, "top5_acc": 0.955, "loss_cls": 0.87414, "loss": 0.87414, "time": 0.23185} +{"mode": "train", "epoch": 33, "iter": 2200, "lr": 0.02214, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7875, "top5_acc": 0.95688, "loss_cls": 0.87863, "loss": 0.87863, "time": 0.23217} +{"mode": "train", "epoch": 33, "iter": 2300, "lr": 0.02214, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7825, "top5_acc": 0.9625, "loss_cls": 0.84681, "loss": 0.84681, "time": 0.23108} +{"mode": "val", "epoch": 33, "iter": 1184, "lr": 0.02213, "top1_acc": 0.84344, "top5_acc": 0.98621} +{"mode": "train", "epoch": 34, "iter": 100, "lr": 0.02212, "memory": 6499, "data_time": 0.16705, "top1_acc": 0.795, "top5_acc": 0.97312, "loss_cls": 0.79508, "loss": 0.79508, "time": 0.39781} +{"mode": "train", "epoch": 34, "iter": 200, "lr": 0.02212, "memory": 6499, "data_time": 0.00012, "top1_acc": 0.80188, "top5_acc": 0.96938, "loss_cls": 0.78404, "loss": 0.78404, "time": 0.23034} +{"mode": "train", "epoch": 34, "iter": 300, "lr": 0.02211, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79438, "top5_acc": 0.96312, "loss_cls": 0.83492, "loss": 0.83492, "time": 0.23059} +{"mode": "train", "epoch": 34, "iter": 400, "lr": 0.0221, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.78562, "top5_acc": 0.9625, "loss_cls": 0.86957, "loss": 0.86957, "time": 0.23081} +{"mode": "train", "epoch": 34, "iter": 500, "lr": 0.0221, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80312, "top5_acc": 0.965, "loss_cls": 0.81411, "loss": 0.81411, "time": 0.23042} +{"mode": "train", "epoch": 34, "iter": 600, "lr": 0.02209, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.785, "top5_acc": 0.965, "loss_cls": 0.86493, "loss": 0.86493, "time": 0.23084} +{"mode": "train", "epoch": 34, "iter": 700, "lr": 0.02208, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7875, "top5_acc": 0.96625, "loss_cls": 0.84696, "loss": 0.84696, "time": 0.23125} +{"mode": "train", "epoch": 34, "iter": 800, "lr": 0.02207, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78812, "top5_acc": 0.95438, "loss_cls": 0.90344, "loss": 0.90344, "time": 0.23234} +{"mode": "train", "epoch": 34, "iter": 900, "lr": 0.02207, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79938, "top5_acc": 0.96125, "loss_cls": 0.83509, "loss": 0.83509, "time": 0.23248} +{"mode": "train", "epoch": 34, "iter": 1000, "lr": 0.02206, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7925, "top5_acc": 0.97, "loss_cls": 0.8428, "loss": 0.8428, "time": 0.23127} +{"mode": "train", "epoch": 34, "iter": 1100, "lr": 0.02205, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78062, "top5_acc": 0.96375, "loss_cls": 0.87291, "loss": 0.87291, "time": 0.23118} +{"mode": "train", "epoch": 34, "iter": 1200, "lr": 0.02205, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78625, "top5_acc": 0.96375, "loss_cls": 0.86405, "loss": 0.86405, "time": 0.23122} +{"mode": "train", "epoch": 34, "iter": 1300, "lr": 0.02204, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.805, "top5_acc": 0.97375, "loss_cls": 0.76886, "loss": 0.76886, "time": 0.23033} +{"mode": "train", "epoch": 34, "iter": 1400, "lr": 0.02203, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.77438, "top5_acc": 0.95438, "loss_cls": 0.91222, "loss": 0.91222, "time": 0.23049} +{"mode": "train", "epoch": 34, "iter": 1500, "lr": 0.02202, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79875, "top5_acc": 0.965, "loss_cls": 0.80048, "loss": 0.80048, "time": 0.23094} +{"mode": "train", "epoch": 34, "iter": 1600, "lr": 0.02202, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81062, "top5_acc": 0.96625, "loss_cls": 0.80449, "loss": 0.80449, "time": 0.23084} +{"mode": "train", "epoch": 34, "iter": 1700, "lr": 0.02201, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.78312, "top5_acc": 0.9625, "loss_cls": 0.84829, "loss": 0.84829, "time": 0.23097} +{"mode": "train", "epoch": 34, "iter": 1800, "lr": 0.022, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.79438, "top5_acc": 0.96688, "loss_cls": 0.84767, "loss": 0.84767, "time": 0.2303} +{"mode": "train", "epoch": 34, "iter": 1900, "lr": 0.022, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7925, "top5_acc": 0.96812, "loss_cls": 0.81376, "loss": 0.81376, "time": 0.23109} +{"mode": "train", "epoch": 34, "iter": 2000, "lr": 0.02199, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7875, "top5_acc": 0.95688, "loss_cls": 0.85604, "loss": 0.85604, "time": 0.23153} +{"mode": "train", "epoch": 34, "iter": 2100, "lr": 0.02198, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.76938, "top5_acc": 0.95625, "loss_cls": 0.92115, "loss": 0.92115, "time": 0.23164} +{"mode": "train", "epoch": 34, "iter": 2200, "lr": 0.02197, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.78812, "top5_acc": 0.97, "loss_cls": 0.8727, "loss": 0.8727, "time": 0.23106} +{"mode": "train", "epoch": 34, "iter": 2300, "lr": 0.02197, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80688, "top5_acc": 0.965, "loss_cls": 0.78935, "loss": 0.78935, "time": 0.23138} +{"mode": "val", "epoch": 34, "iter": 1184, "lr": 0.02196, "top1_acc": 0.83362, "top5_acc": 0.98632} +{"mode": "train", "epoch": 35, "iter": 100, "lr": 0.02196, "memory": 6499, "data_time": 0.17103, "top1_acc": 0.80562, "top5_acc": 0.9625, "loss_cls": 0.80923, "loss": 0.80923, "time": 0.40106} +{"mode": "train", "epoch": 35, "iter": 200, "lr": 0.02195, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80125, "top5_acc": 0.97188, "loss_cls": 0.79848, "loss": 0.79848, "time": 0.23046} +{"mode": "train", "epoch": 35, "iter": 300, "lr": 0.02194, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80875, "top5_acc": 0.9675, "loss_cls": 0.78724, "loss": 0.78724, "time": 0.23189} +{"mode": "train", "epoch": 35, "iter": 400, "lr": 0.02193, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80062, "top5_acc": 0.96875, "loss_cls": 0.82265, "loss": 0.82265, "time": 0.23055} +{"mode": "train", "epoch": 35, "iter": 500, "lr": 0.02193, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.7875, "top5_acc": 0.96688, "loss_cls": 0.82901, "loss": 0.82901, "time": 0.23008} +{"mode": "train", "epoch": 35, "iter": 600, "lr": 0.02192, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.78375, "top5_acc": 0.95375, "loss_cls": 0.89324, "loss": 0.89324, "time": 0.23032} +{"mode": "train", "epoch": 35, "iter": 700, "lr": 0.02191, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78938, "top5_acc": 0.96688, "loss_cls": 0.82685, "loss": 0.82685, "time": 0.232} +{"mode": "train", "epoch": 35, "iter": 800, "lr": 0.0219, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77438, "top5_acc": 0.96438, "loss_cls": 0.86244, "loss": 0.86244, "time": 0.23005} +{"mode": "train", "epoch": 35, "iter": 900, "lr": 0.0219, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7875, "top5_acc": 0.96, "loss_cls": 0.86265, "loss": 0.86265, "time": 0.22955} +{"mode": "train", "epoch": 35, "iter": 1000, "lr": 0.02189, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81, "top5_acc": 0.96688, "loss_cls": 0.80338, "loss": 0.80338, "time": 0.2305} +{"mode": "train", "epoch": 35, "iter": 1100, "lr": 0.02188, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79812, "top5_acc": 0.96688, "loss_cls": 0.77473, "loss": 0.77473, "time": 0.23205} +{"mode": "train", "epoch": 35, "iter": 1200, "lr": 0.02187, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80062, "top5_acc": 0.96312, "loss_cls": 0.80902, "loss": 0.80902, "time": 0.23093} +{"mode": "train", "epoch": 35, "iter": 1300, "lr": 0.02187, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80188, "top5_acc": 0.965, "loss_cls": 0.81068, "loss": 0.81068, "time": 0.23049} +{"mode": "train", "epoch": 35, "iter": 1400, "lr": 0.02186, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80875, "top5_acc": 0.975, "loss_cls": 0.76762, "loss": 0.76762, "time": 0.23024} +{"mode": "train", "epoch": 35, "iter": 1500, "lr": 0.02185, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78625, "top5_acc": 0.9625, "loss_cls": 0.85808, "loss": 0.85808, "time": 0.23021} +{"mode": "train", "epoch": 35, "iter": 1600, "lr": 0.02185, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77625, "top5_acc": 0.96312, "loss_cls": 0.85903, "loss": 0.85903, "time": 0.23067} +{"mode": "train", "epoch": 35, "iter": 1700, "lr": 0.02184, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78875, "top5_acc": 0.9675, "loss_cls": 0.81744, "loss": 0.81744, "time": 0.23066} +{"mode": "train", "epoch": 35, "iter": 1800, "lr": 0.02183, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81375, "top5_acc": 0.96938, "loss_cls": 0.75631, "loss": 0.75631, "time": 0.22976} +{"mode": "train", "epoch": 35, "iter": 1900, "lr": 0.02182, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.805, "top5_acc": 0.96438, "loss_cls": 0.82721, "loss": 0.82721, "time": 0.22982} +{"mode": "train", "epoch": 35, "iter": 2000, "lr": 0.02182, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77562, "top5_acc": 0.95938, "loss_cls": 0.85479, "loss": 0.85479, "time": 0.22994} +{"mode": "train", "epoch": 35, "iter": 2100, "lr": 0.02181, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.78625, "top5_acc": 0.96875, "loss_cls": 0.86391, "loss": 0.86391, "time": 0.23033} +{"mode": "train", "epoch": 35, "iter": 2200, "lr": 0.0218, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77812, "top5_acc": 0.96375, "loss_cls": 0.85328, "loss": 0.85328, "time": 0.23258} +{"mode": "train", "epoch": 35, "iter": 2300, "lr": 0.02179, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79188, "top5_acc": 0.96438, "loss_cls": 0.83731, "loss": 0.83731, "time": 0.2303} +{"mode": "val", "epoch": 35, "iter": 1184, "lr": 0.02179, "top1_acc": 0.81782, "top5_acc": 0.98252} +{"mode": "train", "epoch": 36, "iter": 100, "lr": 0.02178, "memory": 6499, "data_time": 0.1655, "top1_acc": 0.79938, "top5_acc": 0.9675, "loss_cls": 0.80097, "loss": 0.80097, "time": 0.39647} +{"mode": "train", "epoch": 36, "iter": 200, "lr": 0.02177, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.805, "top5_acc": 0.96625, "loss_cls": 0.8287, "loss": 0.8287, "time": 0.23091} +{"mode": "train", "epoch": 36, "iter": 300, "lr": 0.02177, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79875, "top5_acc": 0.96625, "loss_cls": 0.77631, "loss": 0.77631, "time": 0.23097} +{"mode": "train", "epoch": 36, "iter": 400, "lr": 0.02176, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7925, "top5_acc": 0.9675, "loss_cls": 0.84019, "loss": 0.84019, "time": 0.23042} +{"mode": "train", "epoch": 36, "iter": 500, "lr": 0.02175, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79312, "top5_acc": 0.96438, "loss_cls": 0.82595, "loss": 0.82595, "time": 0.22967} +{"mode": "train", "epoch": 36, "iter": 600, "lr": 0.02174, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79188, "top5_acc": 0.96375, "loss_cls": 0.8458, "loss": 0.8458, "time": 0.22961} +{"mode": "train", "epoch": 36, "iter": 700, "lr": 0.02174, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79375, "top5_acc": 0.97062, "loss_cls": 0.81637, "loss": 0.81637, "time": 0.22989} +{"mode": "train", "epoch": 36, "iter": 800, "lr": 0.02173, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79188, "top5_acc": 0.96875, "loss_cls": 0.81318, "loss": 0.81318, "time": 0.22987} +{"mode": "train", "epoch": 36, "iter": 900, "lr": 0.02172, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.775, "top5_acc": 0.96562, "loss_cls": 0.88613, "loss": 0.88613, "time": 0.22967} +{"mode": "train", "epoch": 36, "iter": 1000, "lr": 0.02171, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.79812, "top5_acc": 0.95875, "loss_cls": 0.86431, "loss": 0.86431, "time": 0.22963} +{"mode": "train", "epoch": 36, "iter": 1100, "lr": 0.02171, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79438, "top5_acc": 0.96062, "loss_cls": 0.851, "loss": 0.851, "time": 0.22974} +{"mode": "train", "epoch": 36, "iter": 1200, "lr": 0.0217, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81625, "top5_acc": 0.97062, "loss_cls": 0.76155, "loss": 0.76155, "time": 0.22974} +{"mode": "train", "epoch": 36, "iter": 1300, "lr": 0.02169, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80938, "top5_acc": 0.96438, "loss_cls": 0.77807, "loss": 0.77807, "time": 0.23071} +{"mode": "train", "epoch": 36, "iter": 1400, "lr": 0.02168, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79562, "top5_acc": 0.96188, "loss_cls": 0.80553, "loss": 0.80553, "time": 0.23056} +{"mode": "train", "epoch": 36, "iter": 1500, "lr": 0.02168, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79312, "top5_acc": 0.96438, "loss_cls": 0.82098, "loss": 0.82098, "time": 0.23033} +{"mode": "train", "epoch": 36, "iter": 1600, "lr": 0.02167, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79, "top5_acc": 0.96375, "loss_cls": 0.8341, "loss": 0.8341, "time": 0.23068} +{"mode": "train", "epoch": 36, "iter": 1700, "lr": 0.02166, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.80438, "top5_acc": 0.9675, "loss_cls": 0.80646, "loss": 0.80646, "time": 0.23025} +{"mode": "train", "epoch": 36, "iter": 1800, "lr": 0.02165, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.78438, "top5_acc": 0.96375, "loss_cls": 0.86337, "loss": 0.86337, "time": 0.23} +{"mode": "train", "epoch": 36, "iter": 1900, "lr": 0.02165, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.77562, "top5_acc": 0.96, "loss_cls": 0.90315, "loss": 0.90315, "time": 0.23055} +{"mode": "train", "epoch": 36, "iter": 2000, "lr": 0.02164, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79125, "top5_acc": 0.96062, "loss_cls": 0.87581, "loss": 0.87581, "time": 0.23089} +{"mode": "train", "epoch": 36, "iter": 2100, "lr": 0.02163, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80125, "top5_acc": 0.96375, "loss_cls": 0.79705, "loss": 0.79705, "time": 0.23061} +{"mode": "train", "epoch": 36, "iter": 2200, "lr": 0.02162, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79938, "top5_acc": 0.96312, "loss_cls": 0.80784, "loss": 0.80784, "time": 0.22965} +{"mode": "train", "epoch": 36, "iter": 2300, "lr": 0.02162, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80312, "top5_acc": 0.97125, "loss_cls": 0.79028, "loss": 0.79028, "time": 0.22962} +{"mode": "val", "epoch": 36, "iter": 1184, "lr": 0.02161, "top1_acc": 0.82469, "top5_acc": 0.98077} +{"mode": "train", "epoch": 37, "iter": 100, "lr": 0.0216, "memory": 6499, "data_time": 0.16798, "top1_acc": 0.81125, "top5_acc": 0.9725, "loss_cls": 0.74078, "loss": 0.74078, "time": 0.39986} +{"mode": "train", "epoch": 37, "iter": 200, "lr": 0.0216, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79625, "top5_acc": 0.96375, "loss_cls": 0.84409, "loss": 0.84409, "time": 0.23148} +{"mode": "train", "epoch": 37, "iter": 300, "lr": 0.02159, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79875, "top5_acc": 0.96125, "loss_cls": 0.85207, "loss": 0.85207, "time": 0.23143} +{"mode": "train", "epoch": 37, "iter": 400, "lr": 0.02158, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81625, "top5_acc": 0.97062, "loss_cls": 0.77224, "loss": 0.77224, "time": 0.23116} +{"mode": "train", "epoch": 37, "iter": 500, "lr": 0.02157, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80688, "top5_acc": 0.96375, "loss_cls": 0.80011, "loss": 0.80011, "time": 0.23093} +{"mode": "train", "epoch": 37, "iter": 600, "lr": 0.02157, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80688, "top5_acc": 0.96938, "loss_cls": 0.79676, "loss": 0.79676, "time": 0.22995} +{"mode": "train", "epoch": 37, "iter": 700, "lr": 0.02156, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79062, "top5_acc": 0.95938, "loss_cls": 0.86493, "loss": 0.86493, "time": 0.23035} +{"mode": "train", "epoch": 37, "iter": 800, "lr": 0.02155, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7875, "top5_acc": 0.97438, "loss_cls": 0.81334, "loss": 0.81334, "time": 0.23003} +{"mode": "train", "epoch": 37, "iter": 900, "lr": 0.02154, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7925, "top5_acc": 0.96625, "loss_cls": 0.80319, "loss": 0.80319, "time": 0.23011} +{"mode": "train", "epoch": 37, "iter": 1000, "lr": 0.02154, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.78688, "top5_acc": 0.965, "loss_cls": 0.82241, "loss": 0.82241, "time": 0.23032} +{"mode": "train", "epoch": 37, "iter": 1100, "lr": 0.02153, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79938, "top5_acc": 0.96312, "loss_cls": 0.81216, "loss": 0.81216, "time": 0.23086} +{"mode": "train", "epoch": 37, "iter": 1200, "lr": 0.02152, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8075, "top5_acc": 0.965, "loss_cls": 0.79451, "loss": 0.79451, "time": 0.23079} +{"mode": "train", "epoch": 37, "iter": 1300, "lr": 0.02151, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81062, "top5_acc": 0.95562, "loss_cls": 0.80872, "loss": 0.80872, "time": 0.23077} +{"mode": "train", "epoch": 37, "iter": 1400, "lr": 0.0215, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79188, "top5_acc": 0.96688, "loss_cls": 0.83574, "loss": 0.83574, "time": 0.2302} +{"mode": "train", "epoch": 37, "iter": 1500, "lr": 0.0215, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8, "top5_acc": 0.9675, "loss_cls": 0.80519, "loss": 0.80519, "time": 0.22964} +{"mode": "train", "epoch": 37, "iter": 1600, "lr": 0.02149, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.7875, "top5_acc": 0.95688, "loss_cls": 0.85027, "loss": 0.85027, "time": 0.22962} +{"mode": "train", "epoch": 37, "iter": 1700, "lr": 0.02148, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79562, "top5_acc": 0.96312, "loss_cls": 0.81257, "loss": 0.81257, "time": 0.23181} +{"mode": "train", "epoch": 37, "iter": 1800, "lr": 0.02147, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78625, "top5_acc": 0.96125, "loss_cls": 0.85075, "loss": 0.85075, "time": 0.2348} +{"mode": "train", "epoch": 37, "iter": 1900, "lr": 0.02147, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77062, "top5_acc": 0.96312, "loss_cls": 0.87399, "loss": 0.87399, "time": 0.2317} +{"mode": "train", "epoch": 37, "iter": 2000, "lr": 0.02146, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79188, "top5_acc": 0.96875, "loss_cls": 0.81317, "loss": 0.81317, "time": 0.23122} +{"mode": "train", "epoch": 37, "iter": 2100, "lr": 0.02145, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7825, "top5_acc": 0.96125, "loss_cls": 0.86523, "loss": 0.86523, "time": 0.23238} +{"mode": "train", "epoch": 37, "iter": 2200, "lr": 0.02144, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78375, "top5_acc": 0.97, "loss_cls": 0.84521, "loss": 0.84521, "time": 0.23215} +{"mode": "train", "epoch": 37, "iter": 2300, "lr": 0.02144, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.795, "top5_acc": 0.96375, "loss_cls": 0.80396, "loss": 0.80396, "time": 0.23144} +{"mode": "val", "epoch": 37, "iter": 1184, "lr": 0.02143, "top1_acc": 0.84418, "top5_acc": 0.98352} +{"mode": "train", "epoch": 38, "iter": 100, "lr": 0.02142, "memory": 6499, "data_time": 0.16611, "top1_acc": 0.79188, "top5_acc": 0.95812, "loss_cls": 0.82477, "loss": 0.82477, "time": 0.39666} +{"mode": "train", "epoch": 38, "iter": 200, "lr": 0.02142, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.78938, "top5_acc": 0.96438, "loss_cls": 0.82418, "loss": 0.82418, "time": 0.23022} +{"mode": "train", "epoch": 38, "iter": 300, "lr": 0.02141, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79312, "top5_acc": 0.97062, "loss_cls": 0.82656, "loss": 0.82656, "time": 0.23128} +{"mode": "train", "epoch": 38, "iter": 400, "lr": 0.0214, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80812, "top5_acc": 0.96125, "loss_cls": 0.81433, "loss": 0.81433, "time": 0.2319} +{"mode": "train", "epoch": 38, "iter": 500, "lr": 0.02139, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80812, "top5_acc": 0.965, "loss_cls": 0.77766, "loss": 0.77766, "time": 0.23043} +{"mode": "train", "epoch": 38, "iter": 600, "lr": 0.02138, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79375, "top5_acc": 0.965, "loss_cls": 0.822, "loss": 0.822, "time": 0.23053} +{"mode": "train", "epoch": 38, "iter": 700, "lr": 0.02138, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81062, "top5_acc": 0.96562, "loss_cls": 0.79304, "loss": 0.79304, "time": 0.22996} +{"mode": "train", "epoch": 38, "iter": 800, "lr": 0.02137, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80938, "top5_acc": 0.97062, "loss_cls": 0.78065, "loss": 0.78065, "time": 0.22973} +{"mode": "train", "epoch": 38, "iter": 900, "lr": 0.02136, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80875, "top5_acc": 0.97375, "loss_cls": 0.78156, "loss": 0.78156, "time": 0.23067} +{"mode": "train", "epoch": 38, "iter": 1000, "lr": 0.02135, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.785, "top5_acc": 0.9675, "loss_cls": 0.84006, "loss": 0.84006, "time": 0.23031} +{"mode": "train", "epoch": 38, "iter": 1100, "lr": 0.02134, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80875, "top5_acc": 0.9725, "loss_cls": 0.77467, "loss": 0.77467, "time": 0.22994} +{"mode": "train", "epoch": 38, "iter": 1200, "lr": 0.02134, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79, "top5_acc": 0.96188, "loss_cls": 0.83448, "loss": 0.83448, "time": 0.23018} +{"mode": "train", "epoch": 38, "iter": 1300, "lr": 0.02133, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79938, "top5_acc": 0.96438, "loss_cls": 0.79953, "loss": 0.79953, "time": 0.23023} +{"mode": "train", "epoch": 38, "iter": 1400, "lr": 0.02132, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80938, "top5_acc": 0.96688, "loss_cls": 0.74778, "loss": 0.74778, "time": 0.23066} +{"mode": "train", "epoch": 38, "iter": 1500, "lr": 0.02131, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79812, "top5_acc": 0.96438, "loss_cls": 0.82244, "loss": 0.82244, "time": 0.22965} +{"mode": "train", "epoch": 38, "iter": 1600, "lr": 0.02131, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.79375, "top5_acc": 0.96375, "loss_cls": 0.8652, "loss": 0.8652, "time": 0.22963} +{"mode": "train", "epoch": 38, "iter": 1700, "lr": 0.0213, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.80625, "top5_acc": 0.96688, "loss_cls": 0.76967, "loss": 0.76967, "time": 0.22954} +{"mode": "train", "epoch": 38, "iter": 1800, "lr": 0.02129, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.80375, "top5_acc": 0.96562, "loss_cls": 0.78577, "loss": 0.78577, "time": 0.22949} +{"mode": "train", "epoch": 38, "iter": 1900, "lr": 0.02128, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.78562, "top5_acc": 0.95875, "loss_cls": 0.85627, "loss": 0.85627, "time": 0.22961} +{"mode": "train", "epoch": 38, "iter": 2000, "lr": 0.02127, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.77688, "top5_acc": 0.95938, "loss_cls": 0.88462, "loss": 0.88462, "time": 0.23021} +{"mode": "train", "epoch": 38, "iter": 2100, "lr": 0.02127, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.80062, "top5_acc": 0.97125, "loss_cls": 0.79256, "loss": 0.79256, "time": 0.23024} +{"mode": "train", "epoch": 38, "iter": 2200, "lr": 0.02126, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.79938, "top5_acc": 0.96688, "loss_cls": 0.80762, "loss": 0.80762, "time": 0.22969} +{"mode": "train", "epoch": 38, "iter": 2300, "lr": 0.02125, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79625, "top5_acc": 0.97188, "loss_cls": 0.81713, "loss": 0.81713, "time": 0.22971} +{"mode": "val", "epoch": 38, "iter": 1184, "lr": 0.02125, "top1_acc": 0.84693, "top5_acc": 0.98299} +{"mode": "train", "epoch": 39, "iter": 100, "lr": 0.02124, "memory": 6499, "data_time": 0.17224, "top1_acc": 0.82375, "top5_acc": 0.97625, "loss_cls": 0.74335, "loss": 0.74335, "time": 0.40252} +{"mode": "train", "epoch": 39, "iter": 200, "lr": 0.02123, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79688, "top5_acc": 0.97312, "loss_cls": 0.80232, "loss": 0.80232, "time": 0.22969} +{"mode": "train", "epoch": 39, "iter": 300, "lr": 0.02122, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.78062, "top5_acc": 0.96188, "loss_cls": 0.8345, "loss": 0.8345, "time": 0.22963} +{"mode": "train", "epoch": 39, "iter": 400, "lr": 0.02121, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.80062, "top5_acc": 0.96688, "loss_cls": 0.78775, "loss": 0.78775, "time": 0.22994} +{"mode": "train", "epoch": 39, "iter": 500, "lr": 0.02121, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79562, "top5_acc": 0.96438, "loss_cls": 0.8266, "loss": 0.8266, "time": 0.23113} +{"mode": "train", "epoch": 39, "iter": 600, "lr": 0.0212, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.805, "top5_acc": 0.96375, "loss_cls": 0.83476, "loss": 0.83476, "time": 0.23116} +{"mode": "train", "epoch": 39, "iter": 700, "lr": 0.02119, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.795, "top5_acc": 0.95938, "loss_cls": 0.78244, "loss": 0.78244, "time": 0.22988} +{"mode": "train", "epoch": 39, "iter": 800, "lr": 0.02118, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81688, "top5_acc": 0.96188, "loss_cls": 0.78031, "loss": 0.78031, "time": 0.23018} +{"mode": "train", "epoch": 39, "iter": 900, "lr": 0.02117, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7925, "top5_acc": 0.96812, "loss_cls": 0.81042, "loss": 0.81042, "time": 0.23135} +{"mode": "train", "epoch": 39, "iter": 1000, "lr": 0.02117, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.77625, "top5_acc": 0.96062, "loss_cls": 0.87459, "loss": 0.87459, "time": 0.23191} +{"mode": "train", "epoch": 39, "iter": 1100, "lr": 0.02116, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.80562, "top5_acc": 0.96562, "loss_cls": 0.80085, "loss": 0.80085, "time": 0.23033} +{"mode": "train", "epoch": 39, "iter": 1200, "lr": 0.02115, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.81375, "top5_acc": 0.9725, "loss_cls": 0.75437, "loss": 0.75437, "time": 0.23018} +{"mode": "train", "epoch": 39, "iter": 1300, "lr": 0.02114, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.795, "top5_acc": 0.97062, "loss_cls": 0.80572, "loss": 0.80572, "time": 0.23081} +{"mode": "train", "epoch": 39, "iter": 1400, "lr": 0.02113, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.80125, "top5_acc": 0.97375, "loss_cls": 0.78473, "loss": 0.78473, "time": 0.23115} +{"mode": "train", "epoch": 39, "iter": 1500, "lr": 0.02113, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78438, "top5_acc": 0.96562, "loss_cls": 0.84128, "loss": 0.84128, "time": 0.23039} +{"mode": "train", "epoch": 39, "iter": 1600, "lr": 0.02112, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79938, "top5_acc": 0.96375, "loss_cls": 0.80185, "loss": 0.80185, "time": 0.23029} +{"mode": "train", "epoch": 39, "iter": 1700, "lr": 0.02111, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81125, "top5_acc": 0.96625, "loss_cls": 0.77104, "loss": 0.77104, "time": 0.22987} +{"mode": "train", "epoch": 39, "iter": 1800, "lr": 0.0211, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79188, "top5_acc": 0.96188, "loss_cls": 0.84166, "loss": 0.84166, "time": 0.23005} +{"mode": "train", "epoch": 39, "iter": 1900, "lr": 0.02109, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80188, "top5_acc": 0.9575, "loss_cls": 0.8213, "loss": 0.8213, "time": 0.23037} +{"mode": "train", "epoch": 39, "iter": 2000, "lr": 0.02109, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79, "top5_acc": 0.96438, "loss_cls": 0.84579, "loss": 0.84579, "time": 0.2301} +{"mode": "train", "epoch": 39, "iter": 2100, "lr": 0.02108, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7925, "top5_acc": 0.96812, "loss_cls": 0.80035, "loss": 0.80035, "time": 0.23029} +{"mode": "train", "epoch": 39, "iter": 2200, "lr": 0.02107, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79312, "top5_acc": 0.97188, "loss_cls": 0.82054, "loss": 0.82054, "time": 0.23022} +{"mode": "train", "epoch": 39, "iter": 2300, "lr": 0.02106, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78188, "top5_acc": 0.96812, "loss_cls": 0.8397, "loss": 0.8397, "time": 0.23048} +{"mode": "val", "epoch": 39, "iter": 1184, "lr": 0.02106, "top1_acc": 0.83805, "top5_acc": 0.9831} +{"mode": "train", "epoch": 40, "iter": 100, "lr": 0.02105, "memory": 6499, "data_time": 0.16799, "top1_acc": 0.81438, "top5_acc": 0.97188, "loss_cls": 0.76167, "loss": 0.76167, "time": 0.39808} +{"mode": "train", "epoch": 40, "iter": 200, "lr": 0.02104, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81062, "top5_acc": 0.96562, "loss_cls": 0.7819, "loss": 0.7819, "time": 0.22997} +{"mode": "train", "epoch": 40, "iter": 300, "lr": 0.02103, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82312, "top5_acc": 0.96812, "loss_cls": 0.76759, "loss": 0.76759, "time": 0.22938} +{"mode": "train", "epoch": 40, "iter": 400, "lr": 0.02102, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79438, "top5_acc": 0.96562, "loss_cls": 0.81435, "loss": 0.81435, "time": 0.22932} +{"mode": "train", "epoch": 40, "iter": 500, "lr": 0.02102, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79438, "top5_acc": 0.9675, "loss_cls": 0.78475, "loss": 0.78475, "time": 0.23006} +{"mode": "train", "epoch": 40, "iter": 600, "lr": 0.02101, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81188, "top5_acc": 0.96875, "loss_cls": 0.77232, "loss": 0.77232, "time": 0.23038} +{"mode": "train", "epoch": 40, "iter": 700, "lr": 0.021, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79812, "top5_acc": 0.96875, "loss_cls": 0.76822, "loss": 0.76822, "time": 0.23008} +{"mode": "train", "epoch": 40, "iter": 800, "lr": 0.02099, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80312, "top5_acc": 0.97875, "loss_cls": 0.74492, "loss": 0.74492, "time": 0.22977} +{"mode": "train", "epoch": 40, "iter": 900, "lr": 0.02098, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82125, "top5_acc": 0.96875, "loss_cls": 0.76513, "loss": 0.76513, "time": 0.22969} +{"mode": "train", "epoch": 40, "iter": 1000, "lr": 0.02098, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.78188, "top5_acc": 0.96875, "loss_cls": 0.86328, "loss": 0.86328, "time": 0.2298} +{"mode": "train", "epoch": 40, "iter": 1100, "lr": 0.02097, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7725, "top5_acc": 0.97, "loss_cls": 0.88838, "loss": 0.88838, "time": 0.22979} +{"mode": "train", "epoch": 40, "iter": 1200, "lr": 0.02096, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79938, "top5_acc": 0.96625, "loss_cls": 0.82299, "loss": 0.82299, "time": 0.23008} +{"mode": "train", "epoch": 40, "iter": 1300, "lr": 0.02095, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79625, "top5_acc": 0.96625, "loss_cls": 0.80108, "loss": 0.80108, "time": 0.23041} +{"mode": "train", "epoch": 40, "iter": 1400, "lr": 0.02094, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79562, "top5_acc": 0.96875, "loss_cls": 0.80067, "loss": 0.80067, "time": 0.23004} +{"mode": "train", "epoch": 40, "iter": 1500, "lr": 0.02093, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.79188, "top5_acc": 0.965, "loss_cls": 0.8332, "loss": 0.8332, "time": 0.23001} +{"mode": "train", "epoch": 40, "iter": 1600, "lr": 0.02093, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.81, "top5_acc": 0.96062, "loss_cls": 0.79557, "loss": 0.79557, "time": 0.23087} +{"mode": "train", "epoch": 40, "iter": 1700, "lr": 0.02092, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80812, "top5_acc": 0.96, "loss_cls": 0.77999, "loss": 0.77999, "time": 0.23063} +{"mode": "train", "epoch": 40, "iter": 1800, "lr": 0.02091, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.775, "top5_acc": 0.96875, "loss_cls": 0.90016, "loss": 0.90016, "time": 0.23026} +{"mode": "train", "epoch": 40, "iter": 1900, "lr": 0.0209, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79438, "top5_acc": 0.96938, "loss_cls": 0.82633, "loss": 0.82633, "time": 0.23027} +{"mode": "train", "epoch": 40, "iter": 2000, "lr": 0.02089, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8075, "top5_acc": 0.96375, "loss_cls": 0.78884, "loss": 0.78884, "time": 0.23012} +{"mode": "train", "epoch": 40, "iter": 2100, "lr": 0.02089, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81688, "top5_acc": 0.96812, "loss_cls": 0.75757, "loss": 0.75757, "time": 0.23003} +{"mode": "train", "epoch": 40, "iter": 2200, "lr": 0.02088, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80438, "top5_acc": 0.97125, "loss_cls": 0.77708, "loss": 0.77708, "time": 0.23015} +{"mode": "train", "epoch": 40, "iter": 2300, "lr": 0.02087, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83312, "top5_acc": 0.97125, "loss_cls": 0.71891, "loss": 0.71891, "time": 0.23157} +{"mode": "val", "epoch": 40, "iter": 1184, "lr": 0.02086, "top1_acc": 0.84228, "top5_acc": 0.98473} +{"mode": "train", "epoch": 41, "iter": 100, "lr": 0.02086, "memory": 6499, "data_time": 0.16811, "top1_acc": 0.81938, "top5_acc": 0.96875, "loss_cls": 0.74032, "loss": 0.74032, "time": 0.39929} +{"mode": "train", "epoch": 41, "iter": 200, "lr": 0.02085, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.78812, "top5_acc": 0.96625, "loss_cls": 0.8115, "loss": 0.8115, "time": 0.23191} +{"mode": "train", "epoch": 41, "iter": 300, "lr": 0.02084, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79312, "top5_acc": 0.9775, "loss_cls": 0.77186, "loss": 0.77186, "time": 0.23207} +{"mode": "train", "epoch": 41, "iter": 400, "lr": 0.02083, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81562, "top5_acc": 0.96688, "loss_cls": 0.78658, "loss": 0.78658, "time": 0.23059} +{"mode": "train", "epoch": 41, "iter": 500, "lr": 0.02082, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81938, "top5_acc": 0.97125, "loss_cls": 0.76112, "loss": 0.76112, "time": 0.23074} +{"mode": "train", "epoch": 41, "iter": 600, "lr": 0.02081, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80125, "top5_acc": 0.96688, "loss_cls": 0.8047, "loss": 0.8047, "time": 0.23118} +{"mode": "train", "epoch": 41, "iter": 700, "lr": 0.02081, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79125, "top5_acc": 0.96625, "loss_cls": 0.79667, "loss": 0.79667, "time": 0.23054} +{"mode": "train", "epoch": 41, "iter": 800, "lr": 0.0208, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80062, "top5_acc": 0.9725, "loss_cls": 0.80071, "loss": 0.80071, "time": 0.23015} +{"mode": "train", "epoch": 41, "iter": 900, "lr": 0.02079, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.77625, "top5_acc": 0.95938, "loss_cls": 0.88809, "loss": 0.88809, "time": 0.23} +{"mode": "train", "epoch": 41, "iter": 1000, "lr": 0.02078, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80875, "top5_acc": 0.96938, "loss_cls": 0.78806, "loss": 0.78806, "time": 0.22993} +{"mode": "train", "epoch": 41, "iter": 1100, "lr": 0.02077, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80438, "top5_acc": 0.9675, "loss_cls": 0.78736, "loss": 0.78736, "time": 0.22963} +{"mode": "train", "epoch": 41, "iter": 1200, "lr": 0.02076, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79438, "top5_acc": 0.96625, "loss_cls": 0.85963, "loss": 0.85963, "time": 0.23025} +{"mode": "train", "epoch": 41, "iter": 1300, "lr": 0.02076, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.80562, "top5_acc": 0.96562, "loss_cls": 0.79534, "loss": 0.79534, "time": 0.22968} +{"mode": "train", "epoch": 41, "iter": 1400, "lr": 0.02075, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.815, "top5_acc": 0.9675, "loss_cls": 0.77077, "loss": 0.77077, "time": 0.22971} +{"mode": "train", "epoch": 41, "iter": 1500, "lr": 0.02074, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8025, "top5_acc": 0.975, "loss_cls": 0.77913, "loss": 0.77913, "time": 0.23033} +{"mode": "train", "epoch": 41, "iter": 1600, "lr": 0.02073, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79375, "top5_acc": 0.96188, "loss_cls": 0.81676, "loss": 0.81676, "time": 0.23072} +{"mode": "train", "epoch": 41, "iter": 1700, "lr": 0.02072, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79, "top5_acc": 0.96, "loss_cls": 0.84071, "loss": 0.84071, "time": 0.23118} +{"mode": "train", "epoch": 41, "iter": 1800, "lr": 0.02071, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79562, "top5_acc": 0.96562, "loss_cls": 0.82598, "loss": 0.82598, "time": 0.23121} +{"mode": "train", "epoch": 41, "iter": 1900, "lr": 0.02071, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82312, "top5_acc": 0.96812, "loss_cls": 0.77916, "loss": 0.77916, "time": 0.23097} +{"mode": "train", "epoch": 41, "iter": 2000, "lr": 0.0207, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81312, "top5_acc": 0.97125, "loss_cls": 0.76204, "loss": 0.76204, "time": 0.23049} +{"mode": "train", "epoch": 41, "iter": 2100, "lr": 0.02069, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81, "top5_acc": 0.975, "loss_cls": 0.76432, "loss": 0.76432, "time": 0.23036} +{"mode": "train", "epoch": 41, "iter": 2200, "lr": 0.02068, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80062, "top5_acc": 0.97188, "loss_cls": 0.79976, "loss": 0.79976, "time": 0.23167} +{"mode": "train", "epoch": 41, "iter": 2300, "lr": 0.02067, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8075, "top5_acc": 0.96312, "loss_cls": 0.82193, "loss": 0.82193, "time": 0.23073} +{"mode": "val", "epoch": 41, "iter": 1184, "lr": 0.02067, "top1_acc": 0.84698, "top5_acc": 0.98489} +{"mode": "train", "epoch": 42, "iter": 100, "lr": 0.02066, "memory": 6499, "data_time": 0.16747, "top1_acc": 0.8175, "top5_acc": 0.97438, "loss_cls": 0.71369, "loss": 0.71369, "time": 0.39705} +{"mode": "train", "epoch": 42, "iter": 200, "lr": 0.02065, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.81938, "top5_acc": 0.97438, "loss_cls": 0.72789, "loss": 0.72789, "time": 0.22974} +{"mode": "train", "epoch": 42, "iter": 300, "lr": 0.02064, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.82688, "top5_acc": 0.975, "loss_cls": 0.73389, "loss": 0.73389, "time": 0.22981} +{"mode": "train", "epoch": 42, "iter": 400, "lr": 0.02063, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81125, "top5_acc": 0.96438, "loss_cls": 0.78463, "loss": 0.78463, "time": 0.22976} +{"mode": "train", "epoch": 42, "iter": 500, "lr": 0.02063, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80875, "top5_acc": 0.97, "loss_cls": 0.76561, "loss": 0.76561, "time": 0.23032} +{"mode": "train", "epoch": 42, "iter": 600, "lr": 0.02062, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80125, "top5_acc": 0.96062, "loss_cls": 0.78711, "loss": 0.78711, "time": 0.23022} +{"mode": "train", "epoch": 42, "iter": 700, "lr": 0.02061, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81438, "top5_acc": 0.97125, "loss_cls": 0.74267, "loss": 0.74267, "time": 0.23043} +{"mode": "train", "epoch": 42, "iter": 800, "lr": 0.0206, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80875, "top5_acc": 0.9625, "loss_cls": 0.79364, "loss": 0.79364, "time": 0.23027} +{"mode": "train", "epoch": 42, "iter": 900, "lr": 0.02059, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78625, "top5_acc": 0.96812, "loss_cls": 0.79346, "loss": 0.79346, "time": 0.2312} +{"mode": "train", "epoch": 42, "iter": 1000, "lr": 0.02058, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80312, "top5_acc": 0.97312, "loss_cls": 0.76239, "loss": 0.76239, "time": 0.23198} +{"mode": "train", "epoch": 42, "iter": 1100, "lr": 0.02057, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77812, "top5_acc": 0.96812, "loss_cls": 0.84251, "loss": 0.84251, "time": 0.23095} +{"mode": "train", "epoch": 42, "iter": 1200, "lr": 0.02057, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80312, "top5_acc": 0.96688, "loss_cls": 0.7777, "loss": 0.7777, "time": 0.23201} +{"mode": "train", "epoch": 42, "iter": 1300, "lr": 0.02056, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79312, "top5_acc": 0.96375, "loss_cls": 0.8176, "loss": 0.8176, "time": 0.23119} +{"mode": "train", "epoch": 42, "iter": 1400, "lr": 0.02055, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.78312, "top5_acc": 0.96375, "loss_cls": 0.83691, "loss": 0.83691, "time": 0.22959} +{"mode": "train", "epoch": 42, "iter": 1500, "lr": 0.02054, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.78812, "top5_acc": 0.96688, "loss_cls": 0.84474, "loss": 0.84474, "time": 0.22956} +{"mode": "train", "epoch": 42, "iter": 1600, "lr": 0.02053, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.7925, "top5_acc": 0.9675, "loss_cls": 0.80846, "loss": 0.80846, "time": 0.22967} +{"mode": "train", "epoch": 42, "iter": 1700, "lr": 0.02052, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81438, "top5_acc": 0.96688, "loss_cls": 0.76792, "loss": 0.76792, "time": 0.23036} +{"mode": "train", "epoch": 42, "iter": 1800, "lr": 0.02052, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81125, "top5_acc": 0.97375, "loss_cls": 0.75152, "loss": 0.75152, "time": 0.23026} +{"mode": "train", "epoch": 42, "iter": 1900, "lr": 0.02051, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80188, "top5_acc": 0.96062, "loss_cls": 0.80023, "loss": 0.80023, "time": 0.23045} +{"mode": "train", "epoch": 42, "iter": 2000, "lr": 0.0205, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79812, "top5_acc": 0.96, "loss_cls": 0.81214, "loss": 0.81214, "time": 0.23111} +{"mode": "train", "epoch": 42, "iter": 2100, "lr": 0.02049, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79625, "top5_acc": 0.96312, "loss_cls": 0.85252, "loss": 0.85252, "time": 0.23149} +{"mode": "train", "epoch": 42, "iter": 2200, "lr": 0.02048, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80438, "top5_acc": 0.965, "loss_cls": 0.79252, "loss": 0.79252, "time": 0.23082} +{"mode": "train", "epoch": 42, "iter": 2300, "lr": 0.02047, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7825, "top5_acc": 0.96438, "loss_cls": 0.84401, "loss": 0.84401, "time": 0.23031} +{"mode": "val", "epoch": 42, "iter": 1184, "lr": 0.02047, "top1_acc": 0.84275, "top5_acc": 0.9832} +{"mode": "train", "epoch": 43, "iter": 100, "lr": 0.02046, "memory": 6499, "data_time": 0.16767, "top1_acc": 0.80812, "top5_acc": 0.97, "loss_cls": 0.7906, "loss": 0.7906, "time": 0.39735} +{"mode": "train", "epoch": 43, "iter": 200, "lr": 0.02045, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.77625, "top5_acc": 0.96125, "loss_cls": 0.8474, "loss": 0.8474, "time": 0.22993} +{"mode": "train", "epoch": 43, "iter": 300, "lr": 0.02044, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79938, "top5_acc": 0.96562, "loss_cls": 0.79304, "loss": 0.79304, "time": 0.22971} +{"mode": "train", "epoch": 43, "iter": 400, "lr": 0.02043, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80438, "top5_acc": 0.97125, "loss_cls": 0.74066, "loss": 0.74066, "time": 0.22979} +{"mode": "train", "epoch": 43, "iter": 500, "lr": 0.02042, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81062, "top5_acc": 0.97312, "loss_cls": 0.74311, "loss": 0.74311, "time": 0.22995} +{"mode": "train", "epoch": 43, "iter": 600, "lr": 0.02042, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79312, "top5_acc": 0.965, "loss_cls": 0.84013, "loss": 0.84013, "time": 0.23041} +{"mode": "train", "epoch": 43, "iter": 700, "lr": 0.02041, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81875, "top5_acc": 0.96938, "loss_cls": 0.75026, "loss": 0.75026, "time": 0.23012} +{"mode": "train", "epoch": 43, "iter": 800, "lr": 0.0204, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81188, "top5_acc": 0.97, "loss_cls": 0.76131, "loss": 0.76131, "time": 0.22983} +{"mode": "train", "epoch": 43, "iter": 900, "lr": 0.02039, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80125, "top5_acc": 0.96312, "loss_cls": 0.8021, "loss": 0.8021, "time": 0.23} +{"mode": "train", "epoch": 43, "iter": 1000, "lr": 0.02038, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82062, "top5_acc": 0.97812, "loss_cls": 0.71941, "loss": 0.71941, "time": 0.2302} +{"mode": "train", "epoch": 43, "iter": 1100, "lr": 0.02037, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.795, "top5_acc": 0.96875, "loss_cls": 0.82259, "loss": 0.82259, "time": 0.22994} +{"mode": "train", "epoch": 43, "iter": 1200, "lr": 0.02036, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77375, "top5_acc": 0.96312, "loss_cls": 0.90259, "loss": 0.90259, "time": 0.23024} +{"mode": "train", "epoch": 43, "iter": 1300, "lr": 0.02036, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80938, "top5_acc": 0.965, "loss_cls": 0.80267, "loss": 0.80267, "time": 0.23077} +{"mode": "train", "epoch": 43, "iter": 1400, "lr": 0.02035, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80625, "top5_acc": 0.96938, "loss_cls": 0.77129, "loss": 0.77129, "time": 0.23144} +{"mode": "train", "epoch": 43, "iter": 1500, "lr": 0.02034, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79375, "top5_acc": 0.95812, "loss_cls": 0.84489, "loss": 0.84489, "time": 0.23187} +{"mode": "train", "epoch": 43, "iter": 1600, "lr": 0.02033, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8125, "top5_acc": 0.96688, "loss_cls": 0.75799, "loss": 0.75799, "time": 0.23164} +{"mode": "train", "epoch": 43, "iter": 1700, "lr": 0.02032, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80438, "top5_acc": 0.96688, "loss_cls": 0.78841, "loss": 0.78841, "time": 0.23161} +{"mode": "train", "epoch": 43, "iter": 1800, "lr": 0.02031, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79125, "top5_acc": 0.96375, "loss_cls": 0.8511, "loss": 0.8511, "time": 0.23034} +{"mode": "train", "epoch": 43, "iter": 1900, "lr": 0.0203, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79812, "top5_acc": 0.96625, "loss_cls": 0.7861, "loss": 0.7861, "time": 0.2301} +{"mode": "train", "epoch": 43, "iter": 2000, "lr": 0.0203, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80125, "top5_acc": 0.97125, "loss_cls": 0.81992, "loss": 0.81992, "time": 0.23019} +{"mode": "train", "epoch": 43, "iter": 2100, "lr": 0.02029, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79562, "top5_acc": 0.97062, "loss_cls": 0.80717, "loss": 0.80717, "time": 0.23026} +{"mode": "train", "epoch": 43, "iter": 2200, "lr": 0.02028, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8075, "top5_acc": 0.965, "loss_cls": 0.78612, "loss": 0.78612, "time": 0.23017} +{"mode": "train", "epoch": 43, "iter": 2300, "lr": 0.02027, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80312, "top5_acc": 0.96625, "loss_cls": 0.81478, "loss": 0.81478, "time": 0.23018} +{"mode": "val", "epoch": 43, "iter": 1184, "lr": 0.02026, "top1_acc": 0.83045, "top5_acc": 0.98188} +{"mode": "train", "epoch": 44, "iter": 100, "lr": 0.02026, "memory": 6499, "data_time": 0.16705, "top1_acc": 0.815, "top5_acc": 0.96812, "loss_cls": 0.79476, "loss": 0.79476, "time": 0.39748} +{"mode": "train", "epoch": 44, "iter": 200, "lr": 0.02025, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80312, "top5_acc": 0.9625, "loss_cls": 0.79615, "loss": 0.79615, "time": 0.23012} +{"mode": "train", "epoch": 44, "iter": 300, "lr": 0.02024, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81625, "top5_acc": 0.97562, "loss_cls": 0.74073, "loss": 0.74073, "time": 0.23047} +{"mode": "train", "epoch": 44, "iter": 400, "lr": 0.02023, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81812, "top5_acc": 0.97, "loss_cls": 0.77238, "loss": 0.77238, "time": 0.23105} +{"mode": "train", "epoch": 44, "iter": 500, "lr": 0.02022, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.81625, "top5_acc": 0.96938, "loss_cls": 0.74372, "loss": 0.74372, "time": 0.23097} +{"mode": "train", "epoch": 44, "iter": 600, "lr": 0.02021, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82688, "top5_acc": 0.9725, "loss_cls": 0.71536, "loss": 0.71536, "time": 0.23093} +{"mode": "train", "epoch": 44, "iter": 700, "lr": 0.0202, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80938, "top5_acc": 0.96812, "loss_cls": 0.76352, "loss": 0.76352, "time": 0.23238} +{"mode": "train", "epoch": 44, "iter": 800, "lr": 0.02019, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80812, "top5_acc": 0.97, "loss_cls": 0.77086, "loss": 0.77086, "time": 0.23055} +{"mode": "train", "epoch": 44, "iter": 900, "lr": 0.02019, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80375, "top5_acc": 0.9675, "loss_cls": 0.81597, "loss": 0.81597, "time": 0.23002} +{"mode": "train", "epoch": 44, "iter": 1000, "lr": 0.02018, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80188, "top5_acc": 0.96625, "loss_cls": 0.79108, "loss": 0.79108, "time": 0.23017} +{"mode": "train", "epoch": 44, "iter": 1100, "lr": 0.02017, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7925, "top5_acc": 0.96562, "loss_cls": 0.81206, "loss": 0.81206, "time": 0.23082} +{"mode": "train", "epoch": 44, "iter": 1200, "lr": 0.02016, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80438, "top5_acc": 0.97438, "loss_cls": 0.78251, "loss": 0.78251, "time": 0.23152} +{"mode": "train", "epoch": 44, "iter": 1300, "lr": 0.02015, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81125, "top5_acc": 0.97188, "loss_cls": 0.7768, "loss": 0.7768, "time": 0.23187} +{"mode": "train", "epoch": 44, "iter": 1400, "lr": 0.02014, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8075, "top5_acc": 0.97375, "loss_cls": 0.75673, "loss": 0.75673, "time": 0.23111} +{"mode": "train", "epoch": 44, "iter": 1500, "lr": 0.02013, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79938, "top5_acc": 0.96875, "loss_cls": 0.7942, "loss": 0.7942, "time": 0.23105} +{"mode": "train", "epoch": 44, "iter": 1600, "lr": 0.02012, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80312, "top5_acc": 0.96438, "loss_cls": 0.7752, "loss": 0.7752, "time": 0.23046} +{"mode": "train", "epoch": 44, "iter": 1700, "lr": 0.02012, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82125, "top5_acc": 0.9725, "loss_cls": 0.7267, "loss": 0.7267, "time": 0.23162} +{"mode": "train", "epoch": 44, "iter": 1800, "lr": 0.02011, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81562, "top5_acc": 0.9675, "loss_cls": 0.73813, "loss": 0.73813, "time": 0.2304} +{"mode": "train", "epoch": 44, "iter": 1900, "lr": 0.0201, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80938, "top5_acc": 0.96812, "loss_cls": 0.78734, "loss": 0.78734, "time": 0.23031} +{"mode": "train", "epoch": 44, "iter": 2000, "lr": 0.02009, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80312, "top5_acc": 0.955, "loss_cls": 0.82356, "loss": 0.82356, "time": 0.23026} +{"mode": "train", "epoch": 44, "iter": 2100, "lr": 0.02008, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8075, "top5_acc": 0.96312, "loss_cls": 0.78314, "loss": 0.78314, "time": 0.23203} +{"mode": "train", "epoch": 44, "iter": 2200, "lr": 0.02007, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80812, "top5_acc": 0.96938, "loss_cls": 0.76786, "loss": 0.76786, "time": 0.23288} +{"mode": "train", "epoch": 44, "iter": 2300, "lr": 0.02006, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81062, "top5_acc": 0.97062, "loss_cls": 0.76647, "loss": 0.76647, "time": 0.23225} +{"mode": "val", "epoch": 44, "iter": 1184, "lr": 0.02006, "top1_acc": 0.84751, "top5_acc": 0.98616} +{"mode": "train", "epoch": 45, "iter": 100, "lr": 0.02005, "memory": 6499, "data_time": 0.16758, "top1_acc": 0.81125, "top5_acc": 0.9725, "loss_cls": 0.7504, "loss": 0.7504, "time": 0.39819} +{"mode": "train", "epoch": 45, "iter": 200, "lr": 0.02004, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81875, "top5_acc": 0.97375, "loss_cls": 0.71905, "loss": 0.71905, "time": 0.23127} +{"mode": "train", "epoch": 45, "iter": 300, "lr": 0.02003, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82062, "top5_acc": 0.97, "loss_cls": 0.73083, "loss": 0.73083, "time": 0.23049} +{"mode": "train", "epoch": 45, "iter": 400, "lr": 0.02002, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82062, "top5_acc": 0.9675, "loss_cls": 0.73373, "loss": 0.73373, "time": 0.23109} +{"mode": "train", "epoch": 45, "iter": 500, "lr": 0.02001, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80938, "top5_acc": 0.97188, "loss_cls": 0.73129, "loss": 0.73129, "time": 0.23106} +{"mode": "train", "epoch": 45, "iter": 600, "lr": 0.02, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.805, "top5_acc": 0.96625, "loss_cls": 0.79875, "loss": 0.79875, "time": 0.23077} +{"mode": "train", "epoch": 45, "iter": 700, "lr": 0.02, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83188, "top5_acc": 0.97438, "loss_cls": 0.71619, "loss": 0.71619, "time": 0.23063} +{"mode": "train", "epoch": 45, "iter": 800, "lr": 0.01999, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80188, "top5_acc": 0.9675, "loss_cls": 0.78103, "loss": 0.78103, "time": 0.23087} +{"mode": "train", "epoch": 45, "iter": 900, "lr": 0.01998, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78062, "top5_acc": 0.95875, "loss_cls": 0.85148, "loss": 0.85148, "time": 0.23105} +{"mode": "train", "epoch": 45, "iter": 1000, "lr": 0.01997, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8, "top5_acc": 0.96312, "loss_cls": 0.82485, "loss": 0.82485, "time": 0.23037} +{"mode": "train", "epoch": 45, "iter": 1100, "lr": 0.01996, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80062, "top5_acc": 0.96312, "loss_cls": 0.80978, "loss": 0.80978, "time": 0.23019} +{"mode": "train", "epoch": 45, "iter": 1200, "lr": 0.01995, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82312, "top5_acc": 0.96625, "loss_cls": 0.73496, "loss": 0.73496, "time": 0.23018} +{"mode": "train", "epoch": 45, "iter": 1300, "lr": 0.01994, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81688, "top5_acc": 0.97062, "loss_cls": 0.75074, "loss": 0.75074, "time": 0.23085} +{"mode": "train", "epoch": 45, "iter": 1400, "lr": 0.01993, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80812, "top5_acc": 0.97312, "loss_cls": 0.75887, "loss": 0.75887, "time": 0.23122} +{"mode": "train", "epoch": 45, "iter": 1500, "lr": 0.01992, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81125, "top5_acc": 0.97375, "loss_cls": 0.75146, "loss": 0.75146, "time": 0.23191} +{"mode": "train", "epoch": 45, "iter": 1600, "lr": 0.01992, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81875, "top5_acc": 0.97188, "loss_cls": 0.73264, "loss": 0.73264, "time": 0.2312} +{"mode": "train", "epoch": 45, "iter": 1700, "lr": 0.01991, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80812, "top5_acc": 0.96938, "loss_cls": 0.76122, "loss": 0.76122, "time": 0.23158} +{"mode": "train", "epoch": 45, "iter": 1800, "lr": 0.0199, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81, "top5_acc": 0.9725, "loss_cls": 0.73184, "loss": 0.73184, "time": 0.23108} +{"mode": "train", "epoch": 45, "iter": 1900, "lr": 0.01989, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79875, "top5_acc": 0.9675, "loss_cls": 0.78787, "loss": 0.78787, "time": 0.22976} +{"mode": "train", "epoch": 45, "iter": 2000, "lr": 0.01988, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80375, "top5_acc": 0.9725, "loss_cls": 0.75437, "loss": 0.75437, "time": 0.22988} +{"mode": "train", "epoch": 45, "iter": 2100, "lr": 0.01987, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8, "top5_acc": 0.9675, "loss_cls": 0.7934, "loss": 0.7934, "time": 0.22958} +{"mode": "train", "epoch": 45, "iter": 2200, "lr": 0.01986, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79875, "top5_acc": 0.96125, "loss_cls": 0.84036, "loss": 0.84036, "time": 0.22997} +{"mode": "train", "epoch": 45, "iter": 2300, "lr": 0.01985, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.80875, "top5_acc": 0.97562, "loss_cls": 0.7595, "loss": 0.7595, "time": 0.22986} +{"mode": "val", "epoch": 45, "iter": 1184, "lr": 0.01985, "top1_acc": 0.85622, "top5_acc": 0.98563} +{"mode": "train", "epoch": 46, "iter": 100, "lr": 0.01984, "memory": 6499, "data_time": 0.17155, "top1_acc": 0.80438, "top5_acc": 0.97, "loss_cls": 0.7651, "loss": 0.7651, "time": 0.40105} +{"mode": "train", "epoch": 46, "iter": 200, "lr": 0.01983, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81625, "top5_acc": 0.97375, "loss_cls": 0.73544, "loss": 0.73544, "time": 0.23023} +{"mode": "train", "epoch": 46, "iter": 300, "lr": 0.01982, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83312, "top5_acc": 0.98062, "loss_cls": 0.70507, "loss": 0.70507, "time": 0.22969} +{"mode": "train", "epoch": 46, "iter": 400, "lr": 0.01981, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78875, "top5_acc": 0.96875, "loss_cls": 0.79087, "loss": 0.79087, "time": 0.23039} +{"mode": "train", "epoch": 46, "iter": 500, "lr": 0.0198, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79688, "top5_acc": 0.96812, "loss_cls": 0.78602, "loss": 0.78602, "time": 0.22983} +{"mode": "train", "epoch": 46, "iter": 600, "lr": 0.01979, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80625, "top5_acc": 0.97375, "loss_cls": 0.73812, "loss": 0.73812, "time": 0.22929} +{"mode": "train", "epoch": 46, "iter": 700, "lr": 0.01978, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80375, "top5_acc": 0.97188, "loss_cls": 0.75275, "loss": 0.75275, "time": 0.23038} +{"mode": "train", "epoch": 46, "iter": 800, "lr": 0.01978, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80938, "top5_acc": 0.96875, "loss_cls": 0.76416, "loss": 0.76416, "time": 0.23183} +{"mode": "train", "epoch": 46, "iter": 900, "lr": 0.01977, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.805, "top5_acc": 0.97312, "loss_cls": 0.76735, "loss": 0.76735, "time": 0.23159} +{"mode": "train", "epoch": 46, "iter": 1000, "lr": 0.01976, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80438, "top5_acc": 0.96375, "loss_cls": 0.78992, "loss": 0.78992, "time": 0.23201} +{"mode": "train", "epoch": 46, "iter": 1100, "lr": 0.01975, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81188, "top5_acc": 0.96562, "loss_cls": 0.757, "loss": 0.757, "time": 0.23102} +{"mode": "train", "epoch": 46, "iter": 1200, "lr": 0.01974, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8125, "top5_acc": 0.96562, "loss_cls": 0.77764, "loss": 0.77764, "time": 0.23196} +{"mode": "train", "epoch": 46, "iter": 1300, "lr": 0.01973, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82062, "top5_acc": 0.97062, "loss_cls": 0.73262, "loss": 0.73262, "time": 0.23116} +{"mode": "train", "epoch": 46, "iter": 1400, "lr": 0.01972, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79375, "top5_acc": 0.97, "loss_cls": 0.80554, "loss": 0.80554, "time": 0.23069} +{"mode": "train", "epoch": 46, "iter": 1500, "lr": 0.01971, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79, "top5_acc": 0.965, "loss_cls": 0.79589, "loss": 0.79589, "time": 0.23026} +{"mode": "train", "epoch": 46, "iter": 1600, "lr": 0.0197, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.80688, "top5_acc": 0.96562, "loss_cls": 0.75296, "loss": 0.75296, "time": 0.23032} +{"mode": "train", "epoch": 46, "iter": 1700, "lr": 0.01969, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81625, "top5_acc": 0.96812, "loss_cls": 0.72907, "loss": 0.72907, "time": 0.23058} +{"mode": "train", "epoch": 46, "iter": 1800, "lr": 0.01968, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79188, "top5_acc": 0.96562, "loss_cls": 0.81684, "loss": 0.81684, "time": 0.23007} +{"mode": "train", "epoch": 46, "iter": 1900, "lr": 0.01968, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80938, "top5_acc": 0.975, "loss_cls": 0.73218, "loss": 0.73218, "time": 0.23045} +{"mode": "train", "epoch": 46, "iter": 2000, "lr": 0.01967, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82062, "top5_acc": 0.97375, "loss_cls": 0.70935, "loss": 0.70935, "time": 0.23055} +{"mode": "train", "epoch": 46, "iter": 2100, "lr": 0.01966, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80438, "top5_acc": 0.965, "loss_cls": 0.80737, "loss": 0.80737, "time": 0.23036} +{"mode": "train", "epoch": 46, "iter": 2200, "lr": 0.01965, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79375, "top5_acc": 0.97062, "loss_cls": 0.78988, "loss": 0.78988, "time": 0.23331} +{"mode": "train", "epoch": 46, "iter": 2300, "lr": 0.01964, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81375, "top5_acc": 0.97625, "loss_cls": 0.7298, "loss": 0.7298, "time": 0.23133} +{"mode": "val", "epoch": 46, "iter": 1184, "lr": 0.01963, "top1_acc": 0.86642, "top5_acc": 0.98796} +{"mode": "train", "epoch": 47, "iter": 100, "lr": 0.01962, "memory": 6499, "data_time": 0.17551, "top1_acc": 0.8075, "top5_acc": 0.97562, "loss_cls": 0.75343, "loss": 0.75343, "time": 0.40567} +{"mode": "train", "epoch": 47, "iter": 200, "lr": 0.01962, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82438, "top5_acc": 0.96812, "loss_cls": 0.72509, "loss": 0.72509, "time": 0.23002} +{"mode": "train", "epoch": 47, "iter": 300, "lr": 0.01961, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7975, "top5_acc": 0.96875, "loss_cls": 0.78436, "loss": 0.78436, "time": 0.22993} +{"mode": "train", "epoch": 47, "iter": 400, "lr": 0.0196, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8125, "top5_acc": 0.97375, "loss_cls": 0.74539, "loss": 0.74539, "time": 0.23052} +{"mode": "train", "epoch": 47, "iter": 500, "lr": 0.01959, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80812, "top5_acc": 0.97312, "loss_cls": 0.75674, "loss": 0.75674, "time": 0.23024} +{"mode": "train", "epoch": 47, "iter": 600, "lr": 0.01958, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79375, "top5_acc": 0.96875, "loss_cls": 0.79043, "loss": 0.79043, "time": 0.23051} +{"mode": "train", "epoch": 47, "iter": 700, "lr": 0.01957, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.825, "top5_acc": 0.97062, "loss_cls": 0.70762, "loss": 0.70762, "time": 0.23086} +{"mode": "train", "epoch": 47, "iter": 800, "lr": 0.01956, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81812, "top5_acc": 0.9775, "loss_cls": 0.71947, "loss": 0.71947, "time": 0.23022} +{"mode": "train", "epoch": 47, "iter": 900, "lr": 0.01955, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82375, "top5_acc": 0.9725, "loss_cls": 0.7214, "loss": 0.7214, "time": 0.23116} +{"mode": "train", "epoch": 47, "iter": 1000, "lr": 0.01954, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82688, "top5_acc": 0.97375, "loss_cls": 0.71531, "loss": 0.71531, "time": 0.23028} +{"mode": "train", "epoch": 47, "iter": 1100, "lr": 0.01953, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82062, "top5_acc": 0.97625, "loss_cls": 0.70138, "loss": 0.70138, "time": 0.23236} +{"mode": "train", "epoch": 47, "iter": 1200, "lr": 0.01952, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81188, "top5_acc": 0.96812, "loss_cls": 0.77983, "loss": 0.77983, "time": 0.23261} +{"mode": "train", "epoch": 47, "iter": 1300, "lr": 0.01951, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81312, "top5_acc": 0.96938, "loss_cls": 0.75305, "loss": 0.75305, "time": 0.231} +{"mode": "train", "epoch": 47, "iter": 1400, "lr": 0.01951, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8125, "top5_acc": 0.96875, "loss_cls": 0.73842, "loss": 0.73842, "time": 0.2308} +{"mode": "train", "epoch": 47, "iter": 1500, "lr": 0.0195, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79812, "top5_acc": 0.96375, "loss_cls": 0.79933, "loss": 0.79933, "time": 0.23031} +{"mode": "train", "epoch": 47, "iter": 1600, "lr": 0.01949, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81, "top5_acc": 0.96875, "loss_cls": 0.77186, "loss": 0.77186, "time": 0.2297} +{"mode": "train", "epoch": 47, "iter": 1700, "lr": 0.01948, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79188, "top5_acc": 0.96188, "loss_cls": 0.85356, "loss": 0.85356, "time": 0.23075} +{"mode": "train", "epoch": 47, "iter": 1800, "lr": 0.01947, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80562, "top5_acc": 0.96438, "loss_cls": 0.7928, "loss": 0.7928, "time": 0.23144} +{"mode": "train", "epoch": 47, "iter": 1900, "lr": 0.01946, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81562, "top5_acc": 0.9725, "loss_cls": 0.75053, "loss": 0.75053, "time": 0.23014} +{"mode": "train", "epoch": 47, "iter": 2000, "lr": 0.01945, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8025, "top5_acc": 0.96188, "loss_cls": 0.81891, "loss": 0.81891, "time": 0.2299} +{"mode": "train", "epoch": 47, "iter": 2100, "lr": 0.01944, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82062, "top5_acc": 0.96688, "loss_cls": 0.76041, "loss": 0.76041, "time": 0.23007} +{"mode": "train", "epoch": 47, "iter": 2200, "lr": 0.01943, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8025, "top5_acc": 0.96312, "loss_cls": 0.79225, "loss": 0.79225, "time": 0.2297} +{"mode": "train", "epoch": 47, "iter": 2300, "lr": 0.01942, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.79562, "top5_acc": 0.95938, "loss_cls": 0.7983, "loss": 0.7983, "time": 0.22976} +{"mode": "val", "epoch": 47, "iter": 1184, "lr": 0.01942, "top1_acc": 0.87286, "top5_acc": 0.9888} +{"mode": "train", "epoch": 48, "iter": 100, "lr": 0.01941, "memory": 6499, "data_time": 0.17138, "top1_acc": 0.8125, "top5_acc": 0.97188, "loss_cls": 0.74151, "loss": 0.74151, "time": 0.40166} +{"mode": "train", "epoch": 48, "iter": 200, "lr": 0.0194, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8175, "top5_acc": 0.96812, "loss_cls": 0.74681, "loss": 0.74681, "time": 0.2314} +{"mode": "train", "epoch": 48, "iter": 300, "lr": 0.01939, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8075, "top5_acc": 0.96375, "loss_cls": 0.79364, "loss": 0.79364, "time": 0.23199} +{"mode": "train", "epoch": 48, "iter": 400, "lr": 0.01938, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81812, "top5_acc": 0.96875, "loss_cls": 0.73678, "loss": 0.73678, "time": 0.23015} +{"mode": "train", "epoch": 48, "iter": 500, "lr": 0.01937, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79812, "top5_acc": 0.97375, "loss_cls": 0.78181, "loss": 0.78181, "time": 0.23008} +{"mode": "train", "epoch": 48, "iter": 600, "lr": 0.01936, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.825, "top5_acc": 0.97625, "loss_cls": 0.72359, "loss": 0.72359, "time": 0.23123} +{"mode": "train", "epoch": 48, "iter": 700, "lr": 0.01935, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82688, "top5_acc": 0.975, "loss_cls": 0.70297, "loss": 0.70297, "time": 0.23119} +{"mode": "train", "epoch": 48, "iter": 800, "lr": 0.01934, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8175, "top5_acc": 0.97125, "loss_cls": 0.73668, "loss": 0.73668, "time": 0.23067} +{"mode": "train", "epoch": 48, "iter": 900, "lr": 0.01933, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8175, "top5_acc": 0.97312, "loss_cls": 0.75039, "loss": 0.75039, "time": 0.23124} +{"mode": "train", "epoch": 48, "iter": 1000, "lr": 0.01932, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80938, "top5_acc": 0.975, "loss_cls": 0.76302, "loss": 0.76302, "time": 0.23178} +{"mode": "train", "epoch": 48, "iter": 1100, "lr": 0.01932, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.78688, "top5_acc": 0.9675, "loss_cls": 0.80056, "loss": 0.80056, "time": 0.23191} +{"mode": "train", "epoch": 48, "iter": 1200, "lr": 0.01931, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80625, "top5_acc": 0.96938, "loss_cls": 0.76916, "loss": 0.76916, "time": 0.23239} +{"mode": "train", "epoch": 48, "iter": 1300, "lr": 0.0193, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80625, "top5_acc": 0.9625, "loss_cls": 0.78233, "loss": 0.78233, "time": 0.23109} +{"mode": "train", "epoch": 48, "iter": 1400, "lr": 0.01929, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81438, "top5_acc": 0.96875, "loss_cls": 0.72271, "loss": 0.72271, "time": 0.23059} +{"mode": "train", "epoch": 48, "iter": 1500, "lr": 0.01928, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83062, "top5_acc": 0.96875, "loss_cls": 0.70328, "loss": 0.70328, "time": 0.23102} +{"mode": "train", "epoch": 48, "iter": 1600, "lr": 0.01927, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81562, "top5_acc": 0.96625, "loss_cls": 0.74109, "loss": 0.74109, "time": 0.23125} +{"mode": "train", "epoch": 48, "iter": 1700, "lr": 0.01926, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80938, "top5_acc": 0.96438, "loss_cls": 0.77381, "loss": 0.77381, "time": 0.23166} +{"mode": "train", "epoch": 48, "iter": 1800, "lr": 0.01925, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8225, "top5_acc": 0.96812, "loss_cls": 0.72764, "loss": 0.72764, "time": 0.23171} +{"mode": "train", "epoch": 48, "iter": 1900, "lr": 0.01924, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8025, "top5_acc": 0.96938, "loss_cls": 0.79177, "loss": 0.79177, "time": 0.23147} +{"mode": "train", "epoch": 48, "iter": 2000, "lr": 0.01923, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80812, "top5_acc": 0.96938, "loss_cls": 0.75145, "loss": 0.75145, "time": 0.23074} +{"mode": "train", "epoch": 48, "iter": 2100, "lr": 0.01922, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8125, "top5_acc": 0.97312, "loss_cls": 0.75415, "loss": 0.75415, "time": 0.23039} +{"mode": "train", "epoch": 48, "iter": 2200, "lr": 0.01921, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80875, "top5_acc": 0.96625, "loss_cls": 0.79189, "loss": 0.79189, "time": 0.23025} +{"mode": "train", "epoch": 48, "iter": 2300, "lr": 0.0192, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8275, "top5_acc": 0.97062, "loss_cls": 0.6839, "loss": 0.6839, "time": 0.23085} +{"mode": "val", "epoch": 48, "iter": 1184, "lr": 0.0192, "top1_acc": 0.86742, "top5_acc": 0.98532} +{"mode": "train", "epoch": 49, "iter": 100, "lr": 0.01919, "memory": 6499, "data_time": 0.16951, "top1_acc": 0.81188, "top5_acc": 0.96562, "loss_cls": 0.75923, "loss": 0.75923, "time": 0.40085} +{"mode": "train", "epoch": 49, "iter": 200, "lr": 0.01918, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8225, "top5_acc": 0.96625, "loss_cls": 0.71839, "loss": 0.71839, "time": 0.2314} +{"mode": "train", "epoch": 49, "iter": 300, "lr": 0.01917, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82, "top5_acc": 0.97375, "loss_cls": 0.71675, "loss": 0.71675, "time": 0.23129} +{"mode": "train", "epoch": 49, "iter": 400, "lr": 0.01916, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8025, "top5_acc": 0.9625, "loss_cls": 0.79968, "loss": 0.79968, "time": 0.23099} +{"mode": "train", "epoch": 49, "iter": 500, "lr": 0.01915, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80688, "top5_acc": 0.97125, "loss_cls": 0.74416, "loss": 0.74416, "time": 0.23198} +{"mode": "train", "epoch": 49, "iter": 600, "lr": 0.01914, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81, "top5_acc": 0.96688, "loss_cls": 0.74146, "loss": 0.74146, "time": 0.23341} +{"mode": "train", "epoch": 49, "iter": 700, "lr": 0.01913, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82938, "top5_acc": 0.97375, "loss_cls": 0.71474, "loss": 0.71474, "time": 0.23184} +{"mode": "train", "epoch": 49, "iter": 800, "lr": 0.01912, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82375, "top5_acc": 0.9775, "loss_cls": 0.72713, "loss": 0.72713, "time": 0.23083} +{"mode": "train", "epoch": 49, "iter": 900, "lr": 0.01911, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83062, "top5_acc": 0.9675, "loss_cls": 0.68697, "loss": 0.68697, "time": 0.23175} +{"mode": "train", "epoch": 49, "iter": 1000, "lr": 0.0191, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80812, "top5_acc": 0.97688, "loss_cls": 0.73003, "loss": 0.73003, "time": 0.2304} +{"mode": "train", "epoch": 49, "iter": 1100, "lr": 0.01909, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8325, "top5_acc": 0.97875, "loss_cls": 0.68478, "loss": 0.68478, "time": 0.22983} +{"mode": "train", "epoch": 49, "iter": 1200, "lr": 0.01908, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81938, "top5_acc": 0.97, "loss_cls": 0.74325, "loss": 0.74325, "time": 0.22969} +{"mode": "train", "epoch": 49, "iter": 1300, "lr": 0.01908, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82125, "top5_acc": 0.9675, "loss_cls": 0.70806, "loss": 0.70806, "time": 0.22985} +{"mode": "train", "epoch": 49, "iter": 1400, "lr": 0.01907, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8225, "top5_acc": 0.97188, "loss_cls": 0.72401, "loss": 0.72401, "time": 0.22986} +{"mode": "train", "epoch": 49, "iter": 1500, "lr": 0.01906, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81062, "top5_acc": 0.97625, "loss_cls": 0.73071, "loss": 0.73071, "time": 0.23039} +{"mode": "train", "epoch": 49, "iter": 1600, "lr": 0.01905, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.79688, "top5_acc": 0.96562, "loss_cls": 0.7748, "loss": 0.7748, "time": 0.23148} +{"mode": "train", "epoch": 49, "iter": 1700, "lr": 0.01904, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80312, "top5_acc": 0.9625, "loss_cls": 0.80627, "loss": 0.80627, "time": 0.23288} +{"mode": "train", "epoch": 49, "iter": 1800, "lr": 0.01903, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80562, "top5_acc": 0.96938, "loss_cls": 0.78282, "loss": 0.78282, "time": 0.23218} +{"mode": "train", "epoch": 49, "iter": 1900, "lr": 0.01902, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80312, "top5_acc": 0.965, "loss_cls": 0.77824, "loss": 0.77824, "time": 0.23092} +{"mode": "train", "epoch": 49, "iter": 2000, "lr": 0.01901, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82312, "top5_acc": 0.97125, "loss_cls": 0.7313, "loss": 0.7313, "time": 0.2303} +{"mode": "train", "epoch": 49, "iter": 2100, "lr": 0.019, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81688, "top5_acc": 0.97375, "loss_cls": 0.72705, "loss": 0.72705, "time": 0.23107} +{"mode": "train", "epoch": 49, "iter": 2200, "lr": 0.01899, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80938, "top5_acc": 0.96812, "loss_cls": 0.74836, "loss": 0.74836, "time": 0.23057} +{"mode": "train", "epoch": 49, "iter": 2300, "lr": 0.01898, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81688, "top5_acc": 0.9625, "loss_cls": 0.75379, "loss": 0.75379, "time": 0.23084} +{"mode": "val", "epoch": 49, "iter": 1184, "lr": 0.01898, "top1_acc": 0.84883, "top5_acc": 0.98484} +{"mode": "train", "epoch": 50, "iter": 100, "lr": 0.01897, "memory": 6499, "data_time": 0.17567, "top1_acc": 0.83062, "top5_acc": 0.97625, "loss_cls": 0.67972, "loss": 0.67972, "time": 0.4061} +{"mode": "train", "epoch": 50, "iter": 200, "lr": 0.01896, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82875, "top5_acc": 0.97688, "loss_cls": 0.67697, "loss": 0.67697, "time": 0.23035} +{"mode": "train", "epoch": 50, "iter": 300, "lr": 0.01895, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8275, "top5_acc": 0.96938, "loss_cls": 0.70947, "loss": 0.70947, "time": 0.23031} +{"mode": "train", "epoch": 50, "iter": 400, "lr": 0.01894, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8125, "top5_acc": 0.9725, "loss_cls": 0.74822, "loss": 0.74822, "time": 0.23083} +{"mode": "train", "epoch": 50, "iter": 500, "lr": 0.01893, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83812, "top5_acc": 0.97125, "loss_cls": 0.69475, "loss": 0.69475, "time": 0.23176} +{"mode": "train", "epoch": 50, "iter": 600, "lr": 0.01892, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83062, "top5_acc": 0.97062, "loss_cls": 0.71435, "loss": 0.71435, "time": 0.23101} +{"mode": "train", "epoch": 50, "iter": 700, "lr": 0.01891, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81312, "top5_acc": 0.96875, "loss_cls": 0.74847, "loss": 0.74847, "time": 0.23018} +{"mode": "train", "epoch": 50, "iter": 800, "lr": 0.0189, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82062, "top5_acc": 0.96625, "loss_cls": 0.728, "loss": 0.728, "time": 0.23011} +{"mode": "train", "epoch": 50, "iter": 900, "lr": 0.01889, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82312, "top5_acc": 0.97188, "loss_cls": 0.71309, "loss": 0.71309, "time": 0.23031} +{"mode": "train", "epoch": 50, "iter": 1000, "lr": 0.01888, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.815, "top5_acc": 0.97125, "loss_cls": 0.7336, "loss": 0.7336, "time": 0.23066} +{"mode": "train", "epoch": 50, "iter": 1100, "lr": 0.01887, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81062, "top5_acc": 0.97062, "loss_cls": 0.76052, "loss": 0.76052, "time": 0.23172} +{"mode": "train", "epoch": 50, "iter": 1200, "lr": 0.01886, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81062, "top5_acc": 0.96125, "loss_cls": 0.76563, "loss": 0.76563, "time": 0.23081} +{"mode": "train", "epoch": 50, "iter": 1300, "lr": 0.01885, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8025, "top5_acc": 0.96375, "loss_cls": 0.80207, "loss": 0.80207, "time": 0.23063} +{"mode": "train", "epoch": 50, "iter": 1400, "lr": 0.01884, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83625, "top5_acc": 0.97438, "loss_cls": 0.69483, "loss": 0.69483, "time": 0.23077} +{"mode": "train", "epoch": 50, "iter": 1500, "lr": 0.01883, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81062, "top5_acc": 0.9675, "loss_cls": 0.77835, "loss": 0.77835, "time": 0.23032} +{"mode": "train", "epoch": 50, "iter": 1600, "lr": 0.01882, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80562, "top5_acc": 0.96938, "loss_cls": 0.77674, "loss": 0.77674, "time": 0.23028} +{"mode": "train", "epoch": 50, "iter": 1700, "lr": 0.01881, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80812, "top5_acc": 0.9675, "loss_cls": 0.7853, "loss": 0.7853, "time": 0.23107} +{"mode": "train", "epoch": 50, "iter": 1800, "lr": 0.0188, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7875, "top5_acc": 0.96875, "loss_cls": 0.78759, "loss": 0.78759, "time": 0.23022} +{"mode": "train", "epoch": 50, "iter": 1900, "lr": 0.01879, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.80125, "top5_acc": 0.97125, "loss_cls": 0.79623, "loss": 0.79623, "time": 0.22998} +{"mode": "train", "epoch": 50, "iter": 2000, "lr": 0.01878, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.7975, "top5_acc": 0.965, "loss_cls": 0.82231, "loss": 0.82231, "time": 0.23009} +{"mode": "train", "epoch": 50, "iter": 2100, "lr": 0.01877, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8025, "top5_acc": 0.9725, "loss_cls": 0.75823, "loss": 0.75823, "time": 0.23108} +{"mode": "train", "epoch": 50, "iter": 2200, "lr": 0.01876, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82375, "top5_acc": 0.97625, "loss_cls": 0.70419, "loss": 0.70419, "time": 0.23084} +{"mode": "train", "epoch": 50, "iter": 2300, "lr": 0.01876, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81188, "top5_acc": 0.9675, "loss_cls": 0.74277, "loss": 0.74277, "time": 0.2316} +{"mode": "val", "epoch": 50, "iter": 1184, "lr": 0.01875, "top1_acc": 0.86578, "top5_acc": 0.98732} +{"mode": "train", "epoch": 51, "iter": 100, "lr": 0.01874, "memory": 6499, "data_time": 0.17079, "top1_acc": 0.81812, "top5_acc": 0.97438, "loss_cls": 0.70613, "loss": 0.70613, "time": 0.4022} +{"mode": "train", "epoch": 51, "iter": 200, "lr": 0.01873, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.815, "top5_acc": 0.97562, "loss_cls": 0.73664, "loss": 0.73664, "time": 0.2301} +{"mode": "train", "epoch": 51, "iter": 300, "lr": 0.01872, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.82562, "top5_acc": 0.96812, "loss_cls": 0.71902, "loss": 0.71902, "time": 0.23045} +{"mode": "train", "epoch": 51, "iter": 400, "lr": 0.01871, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81625, "top5_acc": 0.97438, "loss_cls": 0.68273, "loss": 0.68273, "time": 0.23176} +{"mode": "train", "epoch": 51, "iter": 500, "lr": 0.0187, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8225, "top5_acc": 0.97062, "loss_cls": 0.73278, "loss": 0.73278, "time": 0.23102} +{"mode": "train", "epoch": 51, "iter": 600, "lr": 0.01869, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81375, "top5_acc": 0.96312, "loss_cls": 0.78194, "loss": 0.78194, "time": 0.22981} +{"mode": "train", "epoch": 51, "iter": 700, "lr": 0.01868, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.82438, "top5_acc": 0.97688, "loss_cls": 0.70572, "loss": 0.70572, "time": 0.23004} +{"mode": "train", "epoch": 51, "iter": 800, "lr": 0.01867, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81375, "top5_acc": 0.975, "loss_cls": 0.72637, "loss": 0.72637, "time": 0.23096} +{"mode": "train", "epoch": 51, "iter": 900, "lr": 0.01866, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83688, "top5_acc": 0.98062, "loss_cls": 0.67797, "loss": 0.67797, "time": 0.23087} +{"mode": "train", "epoch": 51, "iter": 1000, "lr": 0.01865, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81375, "top5_acc": 0.96688, "loss_cls": 0.74944, "loss": 0.74944, "time": 0.23134} +{"mode": "train", "epoch": 51, "iter": 1100, "lr": 0.01864, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8375, "top5_acc": 0.9775, "loss_cls": 0.6751, "loss": 0.6751, "time": 0.23072} +{"mode": "train", "epoch": 51, "iter": 1200, "lr": 0.01863, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.82312, "top5_acc": 0.96812, "loss_cls": 0.72815, "loss": 0.72815, "time": 0.22985} +{"mode": "train", "epoch": 51, "iter": 1300, "lr": 0.01862, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81812, "top5_acc": 0.96938, "loss_cls": 0.7378, "loss": 0.7378, "time": 0.23096} +{"mode": "train", "epoch": 51, "iter": 1400, "lr": 0.01861, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81812, "top5_acc": 0.97312, "loss_cls": 0.7414, "loss": 0.7414, "time": 0.23028} +{"mode": "train", "epoch": 51, "iter": 1500, "lr": 0.01861, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81, "top5_acc": 0.95938, "loss_cls": 0.77094, "loss": 0.77094, "time": 0.23215} +{"mode": "train", "epoch": 51, "iter": 1600, "lr": 0.0186, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81, "top5_acc": 0.97625, "loss_cls": 0.76509, "loss": 0.76509, "time": 0.23141} +{"mode": "train", "epoch": 51, "iter": 1700, "lr": 0.01859, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81, "top5_acc": 0.9675, "loss_cls": 0.75858, "loss": 0.75858, "time": 0.23077} +{"mode": "train", "epoch": 51, "iter": 1800, "lr": 0.01858, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81875, "top5_acc": 0.97562, "loss_cls": 0.74503, "loss": 0.74503, "time": 0.23064} +{"mode": "train", "epoch": 51, "iter": 1900, "lr": 0.01857, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.78625, "top5_acc": 0.96938, "loss_cls": 0.81226, "loss": 0.81226, "time": 0.23164} +{"mode": "train", "epoch": 51, "iter": 2000, "lr": 0.01856, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81312, "top5_acc": 0.97, "loss_cls": 0.74668, "loss": 0.74668, "time": 0.22987} +{"mode": "train", "epoch": 51, "iter": 2100, "lr": 0.01855, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81438, "top5_acc": 0.9775, "loss_cls": 0.69357, "loss": 0.69357, "time": 0.2302} +{"mode": "train", "epoch": 51, "iter": 2200, "lr": 0.01854, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82438, "top5_acc": 0.97, "loss_cls": 0.70542, "loss": 0.70542, "time": 0.23038} +{"mode": "train", "epoch": 51, "iter": 2300, "lr": 0.01853, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.835, "top5_acc": 0.97125, "loss_cls": 0.69119, "loss": 0.69119, "time": 0.23027} +{"mode": "val", "epoch": 51, "iter": 1184, "lr": 0.01852, "top1_acc": 0.84798, "top5_acc": 0.98706} +{"mode": "train", "epoch": 52, "iter": 100, "lr": 0.01851, "memory": 6499, "data_time": 0.1673, "top1_acc": 0.83375, "top5_acc": 0.97375, "loss_cls": 0.68013, "loss": 0.68013, "time": 0.39769} +{"mode": "train", "epoch": 52, "iter": 200, "lr": 0.0185, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83312, "top5_acc": 0.97438, "loss_cls": 0.67624, "loss": 0.67624, "time": 0.23023} +{"mode": "train", "epoch": 52, "iter": 300, "lr": 0.01849, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82188, "top5_acc": 0.96562, "loss_cls": 0.74138, "loss": 0.74138, "time": 0.23017} +{"mode": "train", "epoch": 52, "iter": 400, "lr": 0.01848, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82312, "top5_acc": 0.97625, "loss_cls": 0.73031, "loss": 0.73031, "time": 0.23003} +{"mode": "train", "epoch": 52, "iter": 500, "lr": 0.01847, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80438, "top5_acc": 0.96562, "loss_cls": 0.77462, "loss": 0.77462, "time": 0.23148} +{"mode": "train", "epoch": 52, "iter": 600, "lr": 0.01846, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82938, "top5_acc": 0.96938, "loss_cls": 0.70855, "loss": 0.70855, "time": 0.23107} +{"mode": "train", "epoch": 52, "iter": 700, "lr": 0.01845, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80812, "top5_acc": 0.97125, "loss_cls": 0.73608, "loss": 0.73608, "time": 0.23047} +{"mode": "train", "epoch": 52, "iter": 800, "lr": 0.01844, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84562, "top5_acc": 0.97375, "loss_cls": 0.67714, "loss": 0.67714, "time": 0.23031} +{"mode": "train", "epoch": 52, "iter": 900, "lr": 0.01843, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.83125, "top5_acc": 0.97375, "loss_cls": 0.67488, "loss": 0.67488, "time": 0.22956} +{"mode": "train", "epoch": 52, "iter": 1000, "lr": 0.01842, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.84438, "top5_acc": 0.9725, "loss_cls": 0.68905, "loss": 0.68905, "time": 0.22943} +{"mode": "train", "epoch": 52, "iter": 1100, "lr": 0.01841, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81062, "top5_acc": 0.96875, "loss_cls": 0.77639, "loss": 0.77639, "time": 0.22917} +{"mode": "train", "epoch": 52, "iter": 1200, "lr": 0.0184, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81375, "top5_acc": 0.97125, "loss_cls": 0.74856, "loss": 0.74856, "time": 0.2302} +{"mode": "train", "epoch": 52, "iter": 1300, "lr": 0.01839, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.835, "top5_acc": 0.97688, "loss_cls": 0.65534, "loss": 0.65534, "time": 0.23011} +{"mode": "train", "epoch": 52, "iter": 1400, "lr": 0.01839, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79688, "top5_acc": 0.96562, "loss_cls": 0.81193, "loss": 0.81193, "time": 0.23008} +{"mode": "train", "epoch": 52, "iter": 1500, "lr": 0.01838, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80688, "top5_acc": 0.96438, "loss_cls": 0.80038, "loss": 0.80038, "time": 0.2303} +{"mode": "train", "epoch": 52, "iter": 1600, "lr": 0.01837, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81938, "top5_acc": 0.96938, "loss_cls": 0.72386, "loss": 0.72386, "time": 0.23011} +{"mode": "train", "epoch": 52, "iter": 1700, "lr": 0.01836, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80625, "top5_acc": 0.96938, "loss_cls": 0.77493, "loss": 0.77493, "time": 0.23005} +{"mode": "train", "epoch": 52, "iter": 1800, "lr": 0.01835, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8175, "top5_acc": 0.98, "loss_cls": 0.70296, "loss": 0.70296, "time": 0.22962} +{"mode": "train", "epoch": 52, "iter": 1900, "lr": 0.01834, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81125, "top5_acc": 0.96438, "loss_cls": 0.75946, "loss": 0.75946, "time": 0.22978} +{"mode": "train", "epoch": 52, "iter": 2000, "lr": 0.01833, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.79625, "top5_acc": 0.9625, "loss_cls": 0.7922, "loss": 0.7922, "time": 0.23051} +{"mode": "train", "epoch": 52, "iter": 2100, "lr": 0.01832, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81312, "top5_acc": 0.96688, "loss_cls": 0.73605, "loss": 0.73605, "time": 0.23011} +{"mode": "train", "epoch": 52, "iter": 2200, "lr": 0.01831, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81625, "top5_acc": 0.9725, "loss_cls": 0.73808, "loss": 0.73808, "time": 0.23011} +{"mode": "train", "epoch": 52, "iter": 2300, "lr": 0.0183, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.83, "top5_acc": 0.96625, "loss_cls": 0.74384, "loss": 0.74384, "time": 0.22986} +{"mode": "val", "epoch": 52, "iter": 1184, "lr": 0.01829, "top1_acc": 0.8633, "top5_acc": 0.98801} +{"mode": "train", "epoch": 53, "iter": 100, "lr": 0.01828, "memory": 6499, "data_time": 0.16241, "top1_acc": 0.82812, "top5_acc": 0.97688, "loss_cls": 0.68866, "loss": 0.68866, "time": 0.39294} +{"mode": "train", "epoch": 53, "iter": 200, "lr": 0.01827, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83938, "top5_acc": 0.97188, "loss_cls": 0.68708, "loss": 0.68708, "time": 0.22989} +{"mode": "train", "epoch": 53, "iter": 300, "lr": 0.01826, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82438, "top5_acc": 0.975, "loss_cls": 0.68005, "loss": 0.68005, "time": 0.23061} +{"mode": "train", "epoch": 53, "iter": 400, "lr": 0.01825, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8425, "top5_acc": 0.97188, "loss_cls": 0.66541, "loss": 0.66541, "time": 0.23017} +{"mode": "train", "epoch": 53, "iter": 500, "lr": 0.01824, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82625, "top5_acc": 0.9675, "loss_cls": 0.71447, "loss": 0.71447, "time": 0.22947} +{"mode": "train", "epoch": 53, "iter": 600, "lr": 0.01823, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82562, "top5_acc": 0.97188, "loss_cls": 0.73599, "loss": 0.73599, "time": 0.22982} +{"mode": "train", "epoch": 53, "iter": 700, "lr": 0.01822, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.815, "top5_acc": 0.97125, "loss_cls": 0.7215, "loss": 0.7215, "time": 0.2317} +{"mode": "train", "epoch": 53, "iter": 800, "lr": 0.01821, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8075, "top5_acc": 0.96875, "loss_cls": 0.75473, "loss": 0.75473, "time": 0.23083} +{"mode": "train", "epoch": 53, "iter": 900, "lr": 0.0182, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8125, "top5_acc": 0.9725, "loss_cls": 0.73555, "loss": 0.73555, "time": 0.23052} +{"mode": "train", "epoch": 53, "iter": 1000, "lr": 0.01819, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81688, "top5_acc": 0.97812, "loss_cls": 0.73407, "loss": 0.73407, "time": 0.23039} +{"mode": "train", "epoch": 53, "iter": 1100, "lr": 0.01818, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.82375, "top5_acc": 0.97188, "loss_cls": 0.71237, "loss": 0.71237, "time": 0.22954} +{"mode": "train", "epoch": 53, "iter": 1200, "lr": 0.01817, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.83062, "top5_acc": 0.98, "loss_cls": 0.6915, "loss": 0.6915, "time": 0.2296} +{"mode": "train", "epoch": 53, "iter": 1300, "lr": 0.01816, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82125, "top5_acc": 0.97438, "loss_cls": 0.7044, "loss": 0.7044, "time": 0.2296} +{"mode": "train", "epoch": 53, "iter": 1400, "lr": 0.01815, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81438, "top5_acc": 0.97062, "loss_cls": 0.71965, "loss": 0.71965, "time": 0.22993} +{"mode": "train", "epoch": 53, "iter": 1500, "lr": 0.01814, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.80562, "top5_acc": 0.96812, "loss_cls": 0.7766, "loss": 0.7766, "time": 0.22969} +{"mode": "train", "epoch": 53, "iter": 1600, "lr": 0.01813, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81, "top5_acc": 0.965, "loss_cls": 0.77063, "loss": 0.77063, "time": 0.23024} +{"mode": "train", "epoch": 53, "iter": 1700, "lr": 0.01812, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82938, "top5_acc": 0.96938, "loss_cls": 0.71956, "loss": 0.71956, "time": 0.23049} +{"mode": "train", "epoch": 53, "iter": 1800, "lr": 0.01811, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81438, "top5_acc": 0.97125, "loss_cls": 0.74612, "loss": 0.74612, "time": 0.22979} +{"mode": "train", "epoch": 53, "iter": 1900, "lr": 0.0181, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81375, "top5_acc": 0.96, "loss_cls": 0.76109, "loss": 0.76109, "time": 0.23001} +{"mode": "train", "epoch": 53, "iter": 2000, "lr": 0.01809, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82625, "top5_acc": 0.96688, "loss_cls": 0.71454, "loss": 0.71454, "time": 0.23056} +{"mode": "train", "epoch": 53, "iter": 2100, "lr": 0.01808, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81438, "top5_acc": 0.96938, "loss_cls": 0.73757, "loss": 0.73757, "time": 0.23027} +{"mode": "train", "epoch": 53, "iter": 2200, "lr": 0.01807, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.81688, "top5_acc": 0.96688, "loss_cls": 0.74, "loss": 0.74, "time": 0.23021} +{"mode": "train", "epoch": 53, "iter": 2300, "lr": 0.01806, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80875, "top5_acc": 0.97125, "loss_cls": 0.75414, "loss": 0.75414, "time": 0.23} +{"mode": "val", "epoch": 53, "iter": 1184, "lr": 0.01806, "top1_acc": 0.85786, "top5_acc": 0.98743} +{"mode": "train", "epoch": 54, "iter": 100, "lr": 0.01805, "memory": 6499, "data_time": 0.17021, "top1_acc": 0.80875, "top5_acc": 0.97438, "loss_cls": 0.69975, "loss": 0.69975, "time": 0.40147} +{"mode": "train", "epoch": 54, "iter": 200, "lr": 0.01804, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82, "top5_acc": 0.9675, "loss_cls": 0.72701, "loss": 0.72701, "time": 0.2324} +{"mode": "train", "epoch": 54, "iter": 300, "lr": 0.01803, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84188, "top5_acc": 0.97188, "loss_cls": 0.66553, "loss": 0.66553, "time": 0.23094} +{"mode": "train", "epoch": 54, "iter": 400, "lr": 0.01802, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82875, "top5_acc": 0.97312, "loss_cls": 0.70742, "loss": 0.70742, "time": 0.23045} +{"mode": "train", "epoch": 54, "iter": 500, "lr": 0.01801, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80625, "top5_acc": 0.96688, "loss_cls": 0.78384, "loss": 0.78384, "time": 0.23161} +{"mode": "train", "epoch": 54, "iter": 600, "lr": 0.018, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83438, "top5_acc": 0.97312, "loss_cls": 0.66915, "loss": 0.66915, "time": 0.23148} +{"mode": "train", "epoch": 54, "iter": 700, "lr": 0.01799, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.815, "top5_acc": 0.96625, "loss_cls": 0.78369, "loss": 0.78369, "time": 0.23074} +{"mode": "train", "epoch": 54, "iter": 800, "lr": 0.01798, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82062, "top5_acc": 0.9675, "loss_cls": 0.74185, "loss": 0.74185, "time": 0.23013} +{"mode": "train", "epoch": 54, "iter": 900, "lr": 0.01797, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81062, "top5_acc": 0.97375, "loss_cls": 0.73941, "loss": 0.73941, "time": 0.23081} +{"mode": "train", "epoch": 54, "iter": 1000, "lr": 0.01796, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83688, "top5_acc": 0.97188, "loss_cls": 0.66219, "loss": 0.66219, "time": 0.23281} +{"mode": "train", "epoch": 54, "iter": 1100, "lr": 0.01795, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82375, "top5_acc": 0.96812, "loss_cls": 0.71689, "loss": 0.71689, "time": 0.23116} +{"mode": "train", "epoch": 54, "iter": 1200, "lr": 0.01794, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.825, "top5_acc": 0.97125, "loss_cls": 0.70487, "loss": 0.70487, "time": 0.23067} +{"mode": "train", "epoch": 54, "iter": 1300, "lr": 0.01793, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82375, "top5_acc": 0.9725, "loss_cls": 0.69397, "loss": 0.69397, "time": 0.23007} +{"mode": "train", "epoch": 54, "iter": 1400, "lr": 0.01792, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83125, "top5_acc": 0.97812, "loss_cls": 0.67523, "loss": 0.67523, "time": 0.22995} +{"mode": "train", "epoch": 54, "iter": 1500, "lr": 0.01791, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82938, "top5_acc": 0.9775, "loss_cls": 0.68294, "loss": 0.68294, "time": 0.22967} +{"mode": "train", "epoch": 54, "iter": 1600, "lr": 0.0179, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81625, "top5_acc": 0.96938, "loss_cls": 0.7492, "loss": 0.7492, "time": 0.22978} +{"mode": "train", "epoch": 54, "iter": 1700, "lr": 0.01789, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8125, "top5_acc": 0.96438, "loss_cls": 0.75198, "loss": 0.75198, "time": 0.22996} +{"mode": "train", "epoch": 54, "iter": 1800, "lr": 0.01788, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82625, "top5_acc": 0.97125, "loss_cls": 0.68385, "loss": 0.68385, "time": 0.22953} +{"mode": "train", "epoch": 54, "iter": 1900, "lr": 0.01787, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81688, "top5_acc": 0.96562, "loss_cls": 0.74668, "loss": 0.74668, "time": 0.22952} +{"mode": "train", "epoch": 54, "iter": 2000, "lr": 0.01786, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82312, "top5_acc": 0.9725, "loss_cls": 0.74199, "loss": 0.74199, "time": 0.23} +{"mode": "train", "epoch": 54, "iter": 2100, "lr": 0.01785, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.815, "top5_acc": 0.97188, "loss_cls": 0.71657, "loss": 0.71657, "time": 0.2301} +{"mode": "train", "epoch": 54, "iter": 2200, "lr": 0.01784, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83125, "top5_acc": 0.97125, "loss_cls": 0.71112, "loss": 0.71112, "time": 0.23035} +{"mode": "train", "epoch": 54, "iter": 2300, "lr": 0.01783, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81312, "top5_acc": 0.9725, "loss_cls": 0.73801, "loss": 0.73801, "time": 0.23055} +{"mode": "val", "epoch": 54, "iter": 1184, "lr": 0.01782, "top1_acc": 0.87339, "top5_acc": 0.98928} +{"mode": "train", "epoch": 55, "iter": 100, "lr": 0.01781, "memory": 6499, "data_time": 0.16896, "top1_acc": 0.81875, "top5_acc": 0.97438, "loss_cls": 0.70716, "loss": 0.70716, "time": 0.39936} +{"mode": "train", "epoch": 55, "iter": 200, "lr": 0.0178, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.84312, "top5_acc": 0.97938, "loss_cls": 0.66553, "loss": 0.66553, "time": 0.23119} +{"mode": "train", "epoch": 55, "iter": 300, "lr": 0.01779, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82562, "top5_acc": 0.97375, "loss_cls": 0.6962, "loss": 0.6962, "time": 0.23105} +{"mode": "train", "epoch": 55, "iter": 400, "lr": 0.01778, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81125, "top5_acc": 0.9725, "loss_cls": 0.73643, "loss": 0.73643, "time": 0.23125} +{"mode": "train", "epoch": 55, "iter": 500, "lr": 0.01777, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80938, "top5_acc": 0.97, "loss_cls": 0.76053, "loss": 0.76053, "time": 0.23195} +{"mode": "train", "epoch": 55, "iter": 600, "lr": 0.01776, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83562, "top5_acc": 0.97938, "loss_cls": 0.66249, "loss": 0.66249, "time": 0.23149} +{"mode": "train", "epoch": 55, "iter": 700, "lr": 0.01775, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83125, "top5_acc": 0.96938, "loss_cls": 0.69181, "loss": 0.69181, "time": 0.23071} +{"mode": "train", "epoch": 55, "iter": 800, "lr": 0.01774, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.84125, "top5_acc": 0.97188, "loss_cls": 0.64708, "loss": 0.64708, "time": 0.23072} +{"mode": "train", "epoch": 55, "iter": 900, "lr": 0.01773, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82312, "top5_acc": 0.97062, "loss_cls": 0.73784, "loss": 0.73784, "time": 0.23097} +{"mode": "train", "epoch": 55, "iter": 1000, "lr": 0.01772, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81188, "top5_acc": 0.9675, "loss_cls": 0.77496, "loss": 0.77496, "time": 0.2306} +{"mode": "train", "epoch": 55, "iter": 1100, "lr": 0.01771, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82438, "top5_acc": 0.96812, "loss_cls": 0.71456, "loss": 0.71456, "time": 0.23046} +{"mode": "train", "epoch": 55, "iter": 1200, "lr": 0.0177, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83812, "top5_acc": 0.97125, "loss_cls": 0.68192, "loss": 0.68192, "time": 0.2311} +{"mode": "train", "epoch": 55, "iter": 1300, "lr": 0.01769, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81562, "top5_acc": 0.97438, "loss_cls": 0.73646, "loss": 0.73646, "time": 0.2309} +{"mode": "train", "epoch": 55, "iter": 1400, "lr": 0.01768, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.8175, "top5_acc": 0.97875, "loss_cls": 0.73107, "loss": 0.73107, "time": 0.23054} +{"mode": "train", "epoch": 55, "iter": 1500, "lr": 0.01767, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.83062, "top5_acc": 0.97688, "loss_cls": 0.71697, "loss": 0.71697, "time": 0.23047} +{"mode": "train", "epoch": 55, "iter": 1600, "lr": 0.01766, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.83875, "top5_acc": 0.96938, "loss_cls": 0.67956, "loss": 0.67956, "time": 0.23049} +{"mode": "train", "epoch": 55, "iter": 1700, "lr": 0.01765, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.78188, "top5_acc": 0.96562, "loss_cls": 0.84421, "loss": 0.84421, "time": 0.23057} +{"mode": "train", "epoch": 55, "iter": 1800, "lr": 0.01764, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82625, "top5_acc": 0.97375, "loss_cls": 0.68573, "loss": 0.68573, "time": 0.23129} +{"mode": "train", "epoch": 55, "iter": 1900, "lr": 0.01763, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.82688, "top5_acc": 0.97438, "loss_cls": 0.70186, "loss": 0.70186, "time": 0.23099} +{"mode": "train", "epoch": 55, "iter": 2000, "lr": 0.01762, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82438, "top5_acc": 0.96812, "loss_cls": 0.74049, "loss": 0.74049, "time": 0.23051} +{"mode": "train", "epoch": 55, "iter": 2100, "lr": 0.01761, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82938, "top5_acc": 0.97125, "loss_cls": 0.68856, "loss": 0.68856, "time": 0.23043} +{"mode": "train", "epoch": 55, "iter": 2200, "lr": 0.0176, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.825, "top5_acc": 0.9725, "loss_cls": 0.67252, "loss": 0.67252, "time": 0.2306} +{"mode": "train", "epoch": 55, "iter": 2300, "lr": 0.01759, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.795, "top5_acc": 0.96625, "loss_cls": 0.80216, "loss": 0.80216, "time": 0.23086} +{"mode": "val", "epoch": 55, "iter": 1184, "lr": 0.01758, "top1_acc": 0.86631, "top5_acc": 0.98806} +{"mode": "train", "epoch": 56, "iter": 100, "lr": 0.01757, "memory": 6499, "data_time": 0.16993, "top1_acc": 0.8225, "top5_acc": 0.97438, "loss_cls": 0.68712, "loss": 0.68712, "time": 0.40068} +{"mode": "train", "epoch": 56, "iter": 200, "lr": 0.01756, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82062, "top5_acc": 0.96938, "loss_cls": 0.72657, "loss": 0.72657, "time": 0.23089} +{"mode": "train", "epoch": 56, "iter": 300, "lr": 0.01755, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84938, "top5_acc": 0.97625, "loss_cls": 0.63761, "loss": 0.63761, "time": 0.23118} +{"mode": "train", "epoch": 56, "iter": 400, "lr": 0.01754, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81438, "top5_acc": 0.96562, "loss_cls": 0.72284, "loss": 0.72284, "time": 0.23104} +{"mode": "train", "epoch": 56, "iter": 500, "lr": 0.01753, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8325, "top5_acc": 0.97, "loss_cls": 0.64902, "loss": 0.64902, "time": 0.23125} +{"mode": "train", "epoch": 56, "iter": 600, "lr": 0.01752, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82125, "top5_acc": 0.975, "loss_cls": 0.69822, "loss": 0.69822, "time": 0.23098} +{"mode": "train", "epoch": 56, "iter": 700, "lr": 0.01751, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.84062, "top5_acc": 0.97812, "loss_cls": 0.63781, "loss": 0.63781, "time": 0.23037} +{"mode": "train", "epoch": 56, "iter": 800, "lr": 0.0175, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.84438, "top5_acc": 0.97062, "loss_cls": 0.66363, "loss": 0.66363, "time": 0.23006} +{"mode": "train", "epoch": 56, "iter": 900, "lr": 0.01749, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8375, "top5_acc": 0.97562, "loss_cls": 0.64265, "loss": 0.64265, "time": 0.2303} +{"mode": "train", "epoch": 56, "iter": 1000, "lr": 0.01748, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8125, "top5_acc": 0.97062, "loss_cls": 0.7384, "loss": 0.7384, "time": 0.23012} +{"mode": "train", "epoch": 56, "iter": 1100, "lr": 0.01747, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81062, "top5_acc": 0.96625, "loss_cls": 0.75254, "loss": 0.75254, "time": 0.23106} +{"mode": "train", "epoch": 56, "iter": 1200, "lr": 0.01746, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82, "top5_acc": 0.96812, "loss_cls": 0.70909, "loss": 0.70909, "time": 0.23043} +{"mode": "train", "epoch": 56, "iter": 1300, "lr": 0.01745, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82438, "top5_acc": 0.97188, "loss_cls": 0.69304, "loss": 0.69304, "time": 0.23104} +{"mode": "train", "epoch": 56, "iter": 1400, "lr": 0.01744, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81375, "top5_acc": 0.96688, "loss_cls": 0.7637, "loss": 0.7637, "time": 0.23164} +{"mode": "train", "epoch": 56, "iter": 1500, "lr": 0.01743, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82688, "top5_acc": 0.97, "loss_cls": 0.69422, "loss": 0.69422, "time": 0.23123} +{"mode": "train", "epoch": 56, "iter": 1600, "lr": 0.01742, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.80375, "top5_acc": 0.97125, "loss_cls": 0.76847, "loss": 0.76847, "time": 0.23098} +{"mode": "train", "epoch": 56, "iter": 1700, "lr": 0.01741, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82875, "top5_acc": 0.96875, "loss_cls": 0.67587, "loss": 0.67587, "time": 0.23075} +{"mode": "train", "epoch": 56, "iter": 1800, "lr": 0.0174, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81188, "top5_acc": 0.96875, "loss_cls": 0.74142, "loss": 0.74142, "time": 0.23042} +{"mode": "train", "epoch": 56, "iter": 1900, "lr": 0.01739, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.825, "top5_acc": 0.97375, "loss_cls": 0.7242, "loss": 0.7242, "time": 0.2305} +{"mode": "train", "epoch": 56, "iter": 2000, "lr": 0.01738, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81938, "top5_acc": 0.96875, "loss_cls": 0.73035, "loss": 0.73035, "time": 0.23026} +{"mode": "train", "epoch": 56, "iter": 2100, "lr": 0.01737, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.82875, "top5_acc": 0.97062, "loss_cls": 0.69258, "loss": 0.69258, "time": 0.23105} +{"mode": "train", "epoch": 56, "iter": 2200, "lr": 0.01736, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.81875, "top5_acc": 0.96562, "loss_cls": 0.74699, "loss": 0.74699, "time": 0.23062} +{"mode": "train", "epoch": 56, "iter": 2300, "lr": 0.01735, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.83125, "top5_acc": 0.97125, "loss_cls": 0.68122, "loss": 0.68122, "time": 0.2305} +{"mode": "val", "epoch": 56, "iter": 1184, "lr": 0.01734, "top1_acc": 0.87429, "top5_acc": 0.98922} +{"mode": "train", "epoch": 57, "iter": 100, "lr": 0.01733, "memory": 6499, "data_time": 0.16676, "top1_acc": 0.83688, "top5_acc": 0.96562, "loss_cls": 0.70639, "loss": 0.70639, "time": 0.39703} +{"mode": "train", "epoch": 57, "iter": 200, "lr": 0.01732, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81375, "top5_acc": 0.97062, "loss_cls": 0.73861, "loss": 0.73861, "time": 0.23025} +{"mode": "train", "epoch": 57, "iter": 300, "lr": 0.01731, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84, "top5_acc": 0.98125, "loss_cls": 0.6397, "loss": 0.6397, "time": 0.23012} +{"mode": "train", "epoch": 57, "iter": 400, "lr": 0.0173, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84, "top5_acc": 0.97812, "loss_cls": 0.64634, "loss": 0.64634, "time": 0.23044} +{"mode": "train", "epoch": 57, "iter": 500, "lr": 0.01729, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.84562, "top5_acc": 0.97562, "loss_cls": 0.63404, "loss": 0.63404, "time": 0.22998} +{"mode": "train", "epoch": 57, "iter": 600, "lr": 0.01728, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.82125, "top5_acc": 0.97, "loss_cls": 0.69249, "loss": 0.69249, "time": 0.23042} +{"mode": "train", "epoch": 57, "iter": 700, "lr": 0.01727, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84188, "top5_acc": 0.97375, "loss_cls": 0.66058, "loss": 0.66058, "time": 0.2313} +{"mode": "train", "epoch": 57, "iter": 800, "lr": 0.01726, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81938, "top5_acc": 0.9725, "loss_cls": 0.69981, "loss": 0.69981, "time": 0.23045} +{"mode": "train", "epoch": 57, "iter": 900, "lr": 0.01725, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83562, "top5_acc": 0.97312, "loss_cls": 0.68044, "loss": 0.68044, "time": 0.23021} +{"mode": "train", "epoch": 57, "iter": 1000, "lr": 0.01724, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83625, "top5_acc": 0.97875, "loss_cls": 0.62925, "loss": 0.62925, "time": 0.23032} +{"mode": "train", "epoch": 57, "iter": 1100, "lr": 0.01723, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83562, "top5_acc": 0.97625, "loss_cls": 0.65961, "loss": 0.65961, "time": 0.23059} +{"mode": "train", "epoch": 57, "iter": 1200, "lr": 0.01722, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81812, "top5_acc": 0.97062, "loss_cls": 0.72994, "loss": 0.72994, "time": 0.22998} +{"mode": "train", "epoch": 57, "iter": 1300, "lr": 0.01721, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81875, "top5_acc": 0.97562, "loss_cls": 0.72643, "loss": 0.72643, "time": 0.23031} +{"mode": "train", "epoch": 57, "iter": 1400, "lr": 0.0172, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82312, "top5_acc": 0.97125, "loss_cls": 0.74658, "loss": 0.74658, "time": 0.23011} +{"mode": "train", "epoch": 57, "iter": 1500, "lr": 0.01719, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.82375, "top5_acc": 0.9675, "loss_cls": 0.71616, "loss": 0.71616, "time": 0.22985} +{"mode": "train", "epoch": 57, "iter": 1600, "lr": 0.01718, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80875, "top5_acc": 0.975, "loss_cls": 0.70899, "loss": 0.70899, "time": 0.2301} +{"mode": "train", "epoch": 57, "iter": 1700, "lr": 0.01717, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81125, "top5_acc": 0.97812, "loss_cls": 0.72691, "loss": 0.72691, "time": 0.22974} +{"mode": "train", "epoch": 57, "iter": 1800, "lr": 0.01716, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80812, "top5_acc": 0.96375, "loss_cls": 0.76422, "loss": 0.76422, "time": 0.22987} +{"mode": "train", "epoch": 57, "iter": 1900, "lr": 0.01715, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82438, "top5_acc": 0.97312, "loss_cls": 0.69271, "loss": 0.69271, "time": 0.22954} +{"mode": "train", "epoch": 57, "iter": 2000, "lr": 0.01714, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82875, "top5_acc": 0.9725, "loss_cls": 0.69257, "loss": 0.69257, "time": 0.22945} +{"mode": "train", "epoch": 57, "iter": 2100, "lr": 0.01713, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83, "top5_acc": 0.97062, "loss_cls": 0.68314, "loss": 0.68314, "time": 0.22968} +{"mode": "train", "epoch": 57, "iter": 2200, "lr": 0.01712, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81438, "top5_acc": 0.96375, "loss_cls": 0.76095, "loss": 0.76095, "time": 0.23045} +{"mode": "train", "epoch": 57, "iter": 2300, "lr": 0.01711, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83125, "top5_acc": 0.97562, "loss_cls": 0.66776, "loss": 0.66776, "time": 0.22959} +{"mode": "val", "epoch": 57, "iter": 1184, "lr": 0.0171, "top1_acc": 0.86911, "top5_acc": 0.98405} +{"mode": "train", "epoch": 58, "iter": 100, "lr": 0.01709, "memory": 6499, "data_time": 0.16833, "top1_acc": 0.84562, "top5_acc": 0.97812, "loss_cls": 0.62548, "loss": 0.62548, "time": 0.39858} +{"mode": "train", "epoch": 58, "iter": 200, "lr": 0.01708, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.835, "top5_acc": 0.97188, "loss_cls": 0.66952, "loss": 0.66952, "time": 0.23027} +{"mode": "train", "epoch": 58, "iter": 300, "lr": 0.01707, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81938, "top5_acc": 0.96688, "loss_cls": 0.69782, "loss": 0.69782, "time": 0.23072} +{"mode": "train", "epoch": 58, "iter": 400, "lr": 0.01706, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8275, "top5_acc": 0.9725, "loss_cls": 0.71884, "loss": 0.71884, "time": 0.23083} +{"mode": "train", "epoch": 58, "iter": 500, "lr": 0.01705, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83375, "top5_acc": 0.96688, "loss_cls": 0.69898, "loss": 0.69898, "time": 0.23321} +{"mode": "train", "epoch": 58, "iter": 600, "lr": 0.01704, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83562, "top5_acc": 0.97875, "loss_cls": 0.64316, "loss": 0.64316, "time": 0.23104} +{"mode": "train", "epoch": 58, "iter": 700, "lr": 0.01703, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83562, "top5_acc": 0.97, "loss_cls": 0.6774, "loss": 0.6774, "time": 0.23034} +{"mode": "train", "epoch": 58, "iter": 800, "lr": 0.01702, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8375, "top5_acc": 0.9725, "loss_cls": 0.68368, "loss": 0.68368, "time": 0.2305} +{"mode": "train", "epoch": 58, "iter": 900, "lr": 0.01701, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.80625, "top5_acc": 0.96125, "loss_cls": 0.80056, "loss": 0.80056, "time": 0.23061} +{"mode": "train", "epoch": 58, "iter": 1000, "lr": 0.017, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8325, "top5_acc": 0.96938, "loss_cls": 0.69394, "loss": 0.69394, "time": 0.23198} +{"mode": "train", "epoch": 58, "iter": 1100, "lr": 0.01699, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82562, "top5_acc": 0.97, "loss_cls": 0.72465, "loss": 0.72465, "time": 0.23145} +{"mode": "train", "epoch": 58, "iter": 1200, "lr": 0.01698, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.85812, "top5_acc": 0.97625, "loss_cls": 0.60412, "loss": 0.60412, "time": 0.23163} +{"mode": "train", "epoch": 58, "iter": 1300, "lr": 0.01697, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81375, "top5_acc": 0.96562, "loss_cls": 0.74965, "loss": 0.74965, "time": 0.23047} +{"mode": "train", "epoch": 58, "iter": 1400, "lr": 0.01696, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82562, "top5_acc": 0.97812, "loss_cls": 0.69867, "loss": 0.69867, "time": 0.23037} +{"mode": "train", "epoch": 58, "iter": 1500, "lr": 0.01695, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8025, "top5_acc": 0.96688, "loss_cls": 0.78446, "loss": 0.78446, "time": 0.23011} +{"mode": "train", "epoch": 58, "iter": 1600, "lr": 0.01694, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8175, "top5_acc": 0.97625, "loss_cls": 0.74488, "loss": 0.74488, "time": 0.23368} +{"mode": "train", "epoch": 58, "iter": 1700, "lr": 0.01693, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82125, "top5_acc": 0.97125, "loss_cls": 0.72823, "loss": 0.72823, "time": 0.23161} +{"mode": "train", "epoch": 58, "iter": 1800, "lr": 0.01691, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83875, "top5_acc": 0.98, "loss_cls": 0.63019, "loss": 0.63019, "time": 0.23131} +{"mode": "train", "epoch": 58, "iter": 1900, "lr": 0.0169, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83125, "top5_acc": 0.97688, "loss_cls": 0.69139, "loss": 0.69139, "time": 0.23093} +{"mode": "train", "epoch": 58, "iter": 2000, "lr": 0.01689, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82875, "top5_acc": 0.9725, "loss_cls": 0.69353, "loss": 0.69353, "time": 0.23049} +{"mode": "train", "epoch": 58, "iter": 2100, "lr": 0.01688, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8175, "top5_acc": 0.9725, "loss_cls": 0.71595, "loss": 0.71595, "time": 0.22998} +{"mode": "train", "epoch": 58, "iter": 2200, "lr": 0.01687, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.82375, "top5_acc": 0.97188, "loss_cls": 0.70753, "loss": 0.70753, "time": 0.2301} +{"mode": "train", "epoch": 58, "iter": 2300, "lr": 0.01686, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.83688, "top5_acc": 0.97625, "loss_cls": 0.68326, "loss": 0.68326, "time": 0.2299} +{"mode": "val", "epoch": 58, "iter": 1184, "lr": 0.01686, "top1_acc": 0.85892, "top5_acc": 0.98231} +{"mode": "train", "epoch": 59, "iter": 100, "lr": 0.01685, "memory": 6499, "data_time": 0.1677, "top1_acc": 0.82438, "top5_acc": 0.97625, "loss_cls": 0.64605, "loss": 0.64605, "time": 0.39976} +{"mode": "train", "epoch": 59, "iter": 200, "lr": 0.01684, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8475, "top5_acc": 0.9775, "loss_cls": 0.62442, "loss": 0.62442, "time": 0.23161} +{"mode": "train", "epoch": 59, "iter": 300, "lr": 0.01683, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84812, "top5_acc": 0.97938, "loss_cls": 0.61981, "loss": 0.61981, "time": 0.23144} +{"mode": "train", "epoch": 59, "iter": 400, "lr": 0.01682, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81, "top5_acc": 0.97438, "loss_cls": 0.72912, "loss": 0.72912, "time": 0.23123} +{"mode": "train", "epoch": 59, "iter": 500, "lr": 0.01681, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.825, "top5_acc": 0.97188, "loss_cls": 0.68159, "loss": 0.68159, "time": 0.23085} +{"mode": "train", "epoch": 59, "iter": 600, "lr": 0.01679, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8075, "top5_acc": 0.97312, "loss_cls": 0.73119, "loss": 0.73119, "time": 0.23106} +{"mode": "train", "epoch": 59, "iter": 700, "lr": 0.01678, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83062, "top5_acc": 0.975, "loss_cls": 0.67528, "loss": 0.67528, "time": 0.23082} +{"mode": "train", "epoch": 59, "iter": 800, "lr": 0.01677, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83125, "top5_acc": 0.97562, "loss_cls": 0.68493, "loss": 0.68493, "time": 0.23019} +{"mode": "train", "epoch": 59, "iter": 900, "lr": 0.01676, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82312, "top5_acc": 0.9775, "loss_cls": 0.68241, "loss": 0.68241, "time": 0.22998} +{"mode": "train", "epoch": 59, "iter": 1000, "lr": 0.01675, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8475, "top5_acc": 0.97188, "loss_cls": 0.65454, "loss": 0.65454, "time": 0.23091} +{"mode": "train", "epoch": 59, "iter": 1100, "lr": 0.01674, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.835, "top5_acc": 0.97062, "loss_cls": 0.66646, "loss": 0.66646, "time": 0.23091} +{"mode": "train", "epoch": 59, "iter": 1200, "lr": 0.01673, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.83312, "top5_acc": 0.97812, "loss_cls": 0.65506, "loss": 0.65506, "time": 0.23126} +{"mode": "train", "epoch": 59, "iter": 1300, "lr": 0.01672, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.82562, "top5_acc": 0.97812, "loss_cls": 0.675, "loss": 0.675, "time": 0.23141} +{"mode": "train", "epoch": 59, "iter": 1400, "lr": 0.01671, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83312, "top5_acc": 0.97375, "loss_cls": 0.68423, "loss": 0.68423, "time": 0.23188} +{"mode": "train", "epoch": 59, "iter": 1500, "lr": 0.0167, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82562, "top5_acc": 0.97, "loss_cls": 0.75258, "loss": 0.75258, "time": 0.23131} +{"mode": "train", "epoch": 59, "iter": 1600, "lr": 0.01669, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.79438, "top5_acc": 0.96312, "loss_cls": 0.81039, "loss": 0.81039, "time": 0.23098} +{"mode": "train", "epoch": 59, "iter": 1700, "lr": 0.01668, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.82125, "top5_acc": 0.96688, "loss_cls": 0.72723, "loss": 0.72723, "time": 0.23088} +{"mode": "train", "epoch": 59, "iter": 1800, "lr": 0.01667, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82188, "top5_acc": 0.97438, "loss_cls": 0.70037, "loss": 0.70037, "time": 0.2311} +{"mode": "train", "epoch": 59, "iter": 1900, "lr": 0.01666, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.82562, "top5_acc": 0.96938, "loss_cls": 0.69405, "loss": 0.69405, "time": 0.23078} +{"mode": "train", "epoch": 59, "iter": 2000, "lr": 0.01665, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83188, "top5_acc": 0.97188, "loss_cls": 0.65568, "loss": 0.65568, "time": 0.23075} +{"mode": "train", "epoch": 59, "iter": 2100, "lr": 0.01664, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82, "top5_acc": 0.97188, "loss_cls": 0.68746, "loss": 0.68746, "time": 0.23089} +{"mode": "train", "epoch": 59, "iter": 2200, "lr": 0.01663, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81562, "top5_acc": 0.97062, "loss_cls": 0.70719, "loss": 0.70719, "time": 0.23037} +{"mode": "train", "epoch": 59, "iter": 2300, "lr": 0.01662, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81875, "top5_acc": 0.97188, "loss_cls": 0.73248, "loss": 0.73248, "time": 0.2304} +{"mode": "val", "epoch": 59, "iter": 1184, "lr": 0.01661, "top1_acc": 0.87846, "top5_acc": 0.98843} +{"mode": "train", "epoch": 60, "iter": 100, "lr": 0.0166, "memory": 6499, "data_time": 0.16625, "top1_acc": 0.84125, "top5_acc": 0.97562, "loss_cls": 0.64778, "loss": 0.64778, "time": 0.39798} +{"mode": "train", "epoch": 60, "iter": 200, "lr": 0.01659, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8425, "top5_acc": 0.97375, "loss_cls": 0.66788, "loss": 0.66788, "time": 0.23171} +{"mode": "train", "epoch": 60, "iter": 300, "lr": 0.01658, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83375, "top5_acc": 0.97375, "loss_cls": 0.68058, "loss": 0.68058, "time": 0.2312} +{"mode": "train", "epoch": 60, "iter": 400, "lr": 0.01657, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82812, "top5_acc": 0.97688, "loss_cls": 0.66514, "loss": 0.66514, "time": 0.23084} +{"mode": "train", "epoch": 60, "iter": 500, "lr": 0.01656, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8325, "top5_acc": 0.96562, "loss_cls": 0.72072, "loss": 0.72072, "time": 0.23222} +{"mode": "train", "epoch": 60, "iter": 600, "lr": 0.01655, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83312, "top5_acc": 0.97062, "loss_cls": 0.67631, "loss": 0.67631, "time": 0.23089} +{"mode": "train", "epoch": 60, "iter": 700, "lr": 0.01654, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8275, "top5_acc": 0.97562, "loss_cls": 0.69315, "loss": 0.69315, "time": 0.23111} +{"mode": "train", "epoch": 60, "iter": 800, "lr": 0.01653, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83875, "top5_acc": 0.97562, "loss_cls": 0.65323, "loss": 0.65323, "time": 0.23022} +{"mode": "train", "epoch": 60, "iter": 900, "lr": 0.01652, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82625, "top5_acc": 0.9725, "loss_cls": 0.68638, "loss": 0.68638, "time": 0.23048} +{"mode": "train", "epoch": 60, "iter": 1000, "lr": 0.01651, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83, "top5_acc": 0.96812, "loss_cls": 0.68285, "loss": 0.68285, "time": 0.23099} +{"mode": "train", "epoch": 60, "iter": 1100, "lr": 0.0165, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80125, "top5_acc": 0.97188, "loss_cls": 0.75731, "loss": 0.75731, "time": 0.23174} +{"mode": "train", "epoch": 60, "iter": 1200, "lr": 0.01648, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84188, "top5_acc": 0.97812, "loss_cls": 0.63896, "loss": 0.63896, "time": 0.2314} +{"mode": "train", "epoch": 60, "iter": 1300, "lr": 0.01647, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82688, "top5_acc": 0.97625, "loss_cls": 0.64963, "loss": 0.64963, "time": 0.23195} +{"mode": "train", "epoch": 60, "iter": 1400, "lr": 0.01646, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82938, "top5_acc": 0.975, "loss_cls": 0.67729, "loss": 0.67729, "time": 0.23083} +{"mode": "train", "epoch": 60, "iter": 1500, "lr": 0.01645, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83438, "top5_acc": 0.97, "loss_cls": 0.67954, "loss": 0.67954, "time": 0.23105} +{"mode": "train", "epoch": 60, "iter": 1600, "lr": 0.01644, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81875, "top5_acc": 0.96938, "loss_cls": 0.69978, "loss": 0.69978, "time": 0.23336} +{"mode": "train", "epoch": 60, "iter": 1700, "lr": 0.01643, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83688, "top5_acc": 0.97562, "loss_cls": 0.66375, "loss": 0.66375, "time": 0.23135} +{"mode": "train", "epoch": 60, "iter": 1800, "lr": 0.01642, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82625, "top5_acc": 0.97312, "loss_cls": 0.67667, "loss": 0.67667, "time": 0.23079} +{"mode": "train", "epoch": 60, "iter": 1900, "lr": 0.01641, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8325, "top5_acc": 0.97312, "loss_cls": 0.69292, "loss": 0.69292, "time": 0.22994} +{"mode": "train", "epoch": 60, "iter": 2000, "lr": 0.0164, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82562, "top5_acc": 0.97, "loss_cls": 0.7293, "loss": 0.7293, "time": 0.23133} +{"mode": "train", "epoch": 60, "iter": 2100, "lr": 0.01639, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.835, "top5_acc": 0.97312, "loss_cls": 0.68611, "loss": 0.68611, "time": 0.2307} +{"mode": "train", "epoch": 60, "iter": 2200, "lr": 0.01638, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82812, "top5_acc": 0.96938, "loss_cls": 0.68524, "loss": 0.68524, "time": 0.23102} +{"mode": "train", "epoch": 60, "iter": 2300, "lr": 0.01637, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8025, "top5_acc": 0.96625, "loss_cls": 0.77189, "loss": 0.77189, "time": 0.23112} +{"mode": "val", "epoch": 60, "iter": 1184, "lr": 0.01636, "top1_acc": 0.86552, "top5_acc": 0.98722} +{"mode": "train", "epoch": 61, "iter": 100, "lr": 0.01635, "memory": 6499, "data_time": 0.16923, "top1_acc": 0.85188, "top5_acc": 0.975, "loss_cls": 0.60912, "loss": 0.60912, "time": 0.40048} +{"mode": "train", "epoch": 61, "iter": 200, "lr": 0.01634, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86562, "top5_acc": 0.9825, "loss_cls": 0.5893, "loss": 0.5893, "time": 0.23113} +{"mode": "train", "epoch": 61, "iter": 300, "lr": 0.01633, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82125, "top5_acc": 0.97562, "loss_cls": 0.68334, "loss": 0.68334, "time": 0.23058} +{"mode": "train", "epoch": 61, "iter": 400, "lr": 0.01632, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84375, "top5_acc": 0.97562, "loss_cls": 0.66054, "loss": 0.66054, "time": 0.23062} +{"mode": "train", "epoch": 61, "iter": 500, "lr": 0.01631, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81625, "top5_acc": 0.97438, "loss_cls": 0.70884, "loss": 0.70884, "time": 0.2304} +{"mode": "train", "epoch": 61, "iter": 600, "lr": 0.0163, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84062, "top5_acc": 0.97812, "loss_cls": 0.62932, "loss": 0.62932, "time": 0.23067} +{"mode": "train", "epoch": 61, "iter": 700, "lr": 0.01629, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84188, "top5_acc": 0.97625, "loss_cls": 0.65229, "loss": 0.65229, "time": 0.2305} +{"mode": "train", "epoch": 61, "iter": 800, "lr": 0.01628, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83562, "top5_acc": 0.9725, "loss_cls": 0.63975, "loss": 0.63975, "time": 0.23067} +{"mode": "train", "epoch": 61, "iter": 900, "lr": 0.01627, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82875, "top5_acc": 0.97, "loss_cls": 0.69122, "loss": 0.69122, "time": 0.23042} +{"mode": "train", "epoch": 61, "iter": 1000, "lr": 0.01626, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8175, "top5_acc": 0.96875, "loss_cls": 0.71833, "loss": 0.71833, "time": 0.23003} +{"mode": "train", "epoch": 61, "iter": 1100, "lr": 0.01625, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82688, "top5_acc": 0.97438, "loss_cls": 0.70111, "loss": 0.70111, "time": 0.22957} +{"mode": "train", "epoch": 61, "iter": 1200, "lr": 0.01624, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8325, "top5_acc": 0.975, "loss_cls": 0.65328, "loss": 0.65328, "time": 0.22985} +{"mode": "train", "epoch": 61, "iter": 1300, "lr": 0.01623, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83938, "top5_acc": 0.98438, "loss_cls": 0.61225, "loss": 0.61225, "time": 0.22987} +{"mode": "train", "epoch": 61, "iter": 1400, "lr": 0.01621, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83562, "top5_acc": 0.97312, "loss_cls": 0.66804, "loss": 0.66804, "time": 0.22963} +{"mode": "train", "epoch": 61, "iter": 1500, "lr": 0.0162, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82062, "top5_acc": 0.97188, "loss_cls": 0.70714, "loss": 0.70714, "time": 0.23027} +{"mode": "train", "epoch": 61, "iter": 1600, "lr": 0.01619, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.83375, "top5_acc": 0.96875, "loss_cls": 0.67289, "loss": 0.67289, "time": 0.23018} +{"mode": "train", "epoch": 61, "iter": 1700, "lr": 0.01618, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8275, "top5_acc": 0.97188, "loss_cls": 0.70154, "loss": 0.70154, "time": 0.23052} +{"mode": "train", "epoch": 61, "iter": 1800, "lr": 0.01617, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.81438, "top5_acc": 0.98062, "loss_cls": 0.72495, "loss": 0.72495, "time": 0.2306} +{"mode": "train", "epoch": 61, "iter": 1900, "lr": 0.01616, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.82875, "top5_acc": 0.96812, "loss_cls": 0.7012, "loss": 0.7012, "time": 0.23128} +{"mode": "train", "epoch": 61, "iter": 2000, "lr": 0.01615, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82125, "top5_acc": 0.97188, "loss_cls": 0.71362, "loss": 0.71362, "time": 0.23005} +{"mode": "train", "epoch": 61, "iter": 2100, "lr": 0.01614, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83062, "top5_acc": 0.97375, "loss_cls": 0.6913, "loss": 0.6913, "time": 0.22961} +{"mode": "train", "epoch": 61, "iter": 2200, "lr": 0.01613, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83062, "top5_acc": 0.97812, "loss_cls": 0.66493, "loss": 0.66493, "time": 0.22993} +{"mode": "train", "epoch": 61, "iter": 2300, "lr": 0.01612, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83, "top5_acc": 0.97, "loss_cls": 0.67779, "loss": 0.67779, "time": 0.22943} +{"mode": "val", "epoch": 61, "iter": 1184, "lr": 0.01611, "top1_acc": 0.86562, "top5_acc": 0.98125} +{"mode": "train", "epoch": 62, "iter": 100, "lr": 0.0161, "memory": 6499, "data_time": 0.16879, "top1_acc": 0.83562, "top5_acc": 0.9775, "loss_cls": 0.6424, "loss": 0.6424, "time": 0.39871} +{"mode": "train", "epoch": 62, "iter": 200, "lr": 0.01609, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83375, "top5_acc": 0.97375, "loss_cls": 0.68961, "loss": 0.68961, "time": 0.22986} +{"mode": "train", "epoch": 62, "iter": 300, "lr": 0.01608, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8425, "top5_acc": 0.97625, "loss_cls": 0.64069, "loss": 0.64069, "time": 0.23021} +{"mode": "train", "epoch": 62, "iter": 400, "lr": 0.01607, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.84562, "top5_acc": 0.9825, "loss_cls": 0.59747, "loss": 0.59747, "time": 0.23} +{"mode": "train", "epoch": 62, "iter": 500, "lr": 0.01606, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8325, "top5_acc": 0.97062, "loss_cls": 0.68763, "loss": 0.68763, "time": 0.23034} +{"mode": "train", "epoch": 62, "iter": 600, "lr": 0.01605, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.84125, "top5_acc": 0.97625, "loss_cls": 0.61924, "loss": 0.61924, "time": 0.23022} +{"mode": "train", "epoch": 62, "iter": 700, "lr": 0.01604, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83438, "top5_acc": 0.97062, "loss_cls": 0.68562, "loss": 0.68562, "time": 0.23019} +{"mode": "train", "epoch": 62, "iter": 800, "lr": 0.01603, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.845, "top5_acc": 0.98125, "loss_cls": 0.61608, "loss": 0.61608, "time": 0.23135} +{"mode": "train", "epoch": 62, "iter": 900, "lr": 0.01602, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83438, "top5_acc": 0.97938, "loss_cls": 0.65491, "loss": 0.65491, "time": 0.23158} +{"mode": "train", "epoch": 62, "iter": 1000, "lr": 0.01601, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.845, "top5_acc": 0.98, "loss_cls": 0.62235, "loss": 0.62235, "time": 0.23184} +{"mode": "train", "epoch": 62, "iter": 1100, "lr": 0.016, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8425, "top5_acc": 0.96812, "loss_cls": 0.68106, "loss": 0.68106, "time": 0.23176} +{"mode": "train", "epoch": 62, "iter": 1200, "lr": 0.01598, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83312, "top5_acc": 0.9775, "loss_cls": 0.66387, "loss": 0.66387, "time": 0.23062} +{"mode": "train", "epoch": 62, "iter": 1300, "lr": 0.01597, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81688, "top5_acc": 0.97188, "loss_cls": 0.74714, "loss": 0.74714, "time": 0.23059} +{"mode": "train", "epoch": 62, "iter": 1400, "lr": 0.01596, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8175, "top5_acc": 0.97125, "loss_cls": 0.71995, "loss": 0.71995, "time": 0.23024} +{"mode": "train", "epoch": 62, "iter": 1500, "lr": 0.01595, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84, "top5_acc": 0.96938, "loss_cls": 0.67539, "loss": 0.67539, "time": 0.23008} +{"mode": "train", "epoch": 62, "iter": 1600, "lr": 0.01594, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83312, "top5_acc": 0.96812, "loss_cls": 0.66378, "loss": 0.66378, "time": 0.23191} +{"mode": "train", "epoch": 62, "iter": 1700, "lr": 0.01593, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81812, "top5_acc": 0.97125, "loss_cls": 0.70963, "loss": 0.70963, "time": 0.23075} +{"mode": "train", "epoch": 62, "iter": 1800, "lr": 0.01592, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82812, "top5_acc": 0.97188, "loss_cls": 0.71214, "loss": 0.71214, "time": 0.23013} +{"mode": "train", "epoch": 62, "iter": 1900, "lr": 0.01591, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8525, "top5_acc": 0.97938, "loss_cls": 0.59307, "loss": 0.59307, "time": 0.22993} +{"mode": "train", "epoch": 62, "iter": 2000, "lr": 0.0159, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.815, "top5_acc": 0.97438, "loss_cls": 0.69408, "loss": 0.69408, "time": 0.23004} +{"mode": "train", "epoch": 62, "iter": 2100, "lr": 0.01589, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84125, "top5_acc": 0.97, "loss_cls": 0.65025, "loss": 0.65025, "time": 0.22993} +{"mode": "train", "epoch": 62, "iter": 2200, "lr": 0.01588, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82562, "top5_acc": 0.9775, "loss_cls": 0.68749, "loss": 0.68749, "time": 0.23032} +{"mode": "train", "epoch": 62, "iter": 2300, "lr": 0.01587, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83688, "top5_acc": 0.97625, "loss_cls": 0.6389, "loss": 0.6389, "time": 0.22948} +{"mode": "val", "epoch": 62, "iter": 1184, "lr": 0.01586, "top1_acc": 0.86874, "top5_acc": 0.98875} +{"mode": "train", "epoch": 63, "iter": 100, "lr": 0.01585, "memory": 6499, "data_time": 0.17231, "top1_acc": 0.85125, "top5_acc": 0.97938, "loss_cls": 0.60781, "loss": 0.60781, "time": 0.40411} +{"mode": "train", "epoch": 63, "iter": 200, "lr": 0.01584, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84062, "top5_acc": 0.97, "loss_cls": 0.63195, "loss": 0.63195, "time": 0.23124} +{"mode": "train", "epoch": 63, "iter": 300, "lr": 0.01583, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.83938, "top5_acc": 0.97625, "loss_cls": 0.62862, "loss": 0.62862, "time": 0.23076} +{"mode": "train", "epoch": 63, "iter": 400, "lr": 0.01582, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.82, "top5_acc": 0.96562, "loss_cls": 0.69798, "loss": 0.69798, "time": 0.23052} +{"mode": "train", "epoch": 63, "iter": 500, "lr": 0.01581, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.82438, "top5_acc": 0.96812, "loss_cls": 0.71035, "loss": 0.71035, "time": 0.23042} +{"mode": "train", "epoch": 63, "iter": 600, "lr": 0.0158, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.8375, "top5_acc": 0.97438, "loss_cls": 0.63514, "loss": 0.63514, "time": 0.23038} +{"mode": "train", "epoch": 63, "iter": 700, "lr": 0.01579, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8225, "top5_acc": 0.96625, "loss_cls": 0.69419, "loss": 0.69419, "time": 0.2301} +{"mode": "train", "epoch": 63, "iter": 800, "lr": 0.01578, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84875, "top5_acc": 0.97375, "loss_cls": 0.63483, "loss": 0.63483, "time": 0.23006} +{"mode": "train", "epoch": 63, "iter": 900, "lr": 0.01577, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84812, "top5_acc": 0.97875, "loss_cls": 0.6044, "loss": 0.6044, "time": 0.2302} +{"mode": "train", "epoch": 63, "iter": 1000, "lr": 0.01575, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84625, "top5_acc": 0.98188, "loss_cls": 0.60334, "loss": 0.60334, "time": 0.2306} +{"mode": "train", "epoch": 63, "iter": 1100, "lr": 0.01574, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85062, "top5_acc": 0.98, "loss_cls": 0.62569, "loss": 0.62569, "time": 0.23229} +{"mode": "train", "epoch": 63, "iter": 1200, "lr": 0.01573, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84188, "top5_acc": 0.98, "loss_cls": 0.62884, "loss": 0.62884, "time": 0.23112} +{"mode": "train", "epoch": 63, "iter": 1300, "lr": 0.01572, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83875, "top5_acc": 0.97625, "loss_cls": 0.64753, "loss": 0.64753, "time": 0.23073} +{"mode": "train", "epoch": 63, "iter": 1400, "lr": 0.01571, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8325, "top5_acc": 0.9675, "loss_cls": 0.6966, "loss": 0.6966, "time": 0.23086} +{"mode": "train", "epoch": 63, "iter": 1500, "lr": 0.0157, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82875, "top5_acc": 0.96938, "loss_cls": 0.68103, "loss": 0.68103, "time": 0.23068} +{"mode": "train", "epoch": 63, "iter": 1600, "lr": 0.01569, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82938, "top5_acc": 0.97688, "loss_cls": 0.63552, "loss": 0.63552, "time": 0.23085} +{"mode": "train", "epoch": 63, "iter": 1700, "lr": 0.01568, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82188, "top5_acc": 0.97688, "loss_cls": 0.69914, "loss": 0.69914, "time": 0.23209} +{"mode": "train", "epoch": 63, "iter": 1800, "lr": 0.01567, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82938, "top5_acc": 0.97812, "loss_cls": 0.68763, "loss": 0.68763, "time": 0.23072} +{"mode": "train", "epoch": 63, "iter": 1900, "lr": 0.01566, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.825, "top5_acc": 0.97688, "loss_cls": 0.6862, "loss": 0.6862, "time": 0.23065} +{"mode": "train", "epoch": 63, "iter": 2000, "lr": 0.01565, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.855, "top5_acc": 0.97438, "loss_cls": 0.6032, "loss": 0.6032, "time": 0.23067} +{"mode": "train", "epoch": 63, "iter": 2100, "lr": 0.01564, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84625, "top5_acc": 0.97438, "loss_cls": 0.63604, "loss": 0.63604, "time": 0.23109} +{"mode": "train", "epoch": 63, "iter": 2200, "lr": 0.01563, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8275, "top5_acc": 0.97375, "loss_cls": 0.67711, "loss": 0.67711, "time": 0.23019} +{"mode": "train", "epoch": 63, "iter": 2300, "lr": 0.01561, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84438, "top5_acc": 0.97812, "loss_cls": 0.6332, "loss": 0.6332, "time": 0.23174} +{"mode": "val", "epoch": 63, "iter": 1184, "lr": 0.01561, "top1_acc": 0.87191, "top5_acc": 0.9887} +{"mode": "train", "epoch": 64, "iter": 100, "lr": 0.0156, "memory": 6499, "data_time": 0.16544, "top1_acc": 0.86, "top5_acc": 0.98188, "loss_cls": 0.60603, "loss": 0.60603, "time": 0.39741} +{"mode": "train", "epoch": 64, "iter": 200, "lr": 0.01559, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82938, "top5_acc": 0.97375, "loss_cls": 0.66346, "loss": 0.66346, "time": 0.23187} +{"mode": "train", "epoch": 64, "iter": 300, "lr": 0.01558, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83188, "top5_acc": 0.9775, "loss_cls": 0.63731, "loss": 0.63731, "time": 0.23084} +{"mode": "train", "epoch": 64, "iter": 400, "lr": 0.01557, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.83938, "top5_acc": 0.97938, "loss_cls": 0.63266, "loss": 0.63266, "time": 0.22987} +{"mode": "train", "epoch": 64, "iter": 500, "lr": 0.01555, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.83312, "top5_acc": 0.9725, "loss_cls": 0.6705, "loss": 0.6705, "time": 0.23061} +{"mode": "train", "epoch": 64, "iter": 600, "lr": 0.01554, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.85188, "top5_acc": 0.98062, "loss_cls": 0.59499, "loss": 0.59499, "time": 0.23066} +{"mode": "train", "epoch": 64, "iter": 700, "lr": 0.01553, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.85375, "top5_acc": 0.97562, "loss_cls": 0.59421, "loss": 0.59421, "time": 0.2303} +{"mode": "train", "epoch": 64, "iter": 800, "lr": 0.01552, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82688, "top5_acc": 0.97312, "loss_cls": 0.71843, "loss": 0.71843, "time": 0.22979} +{"mode": "train", "epoch": 64, "iter": 900, "lr": 0.01551, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83688, "top5_acc": 0.97875, "loss_cls": 0.65004, "loss": 0.65004, "time": 0.23051} +{"mode": "train", "epoch": 64, "iter": 1000, "lr": 0.0155, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84125, "top5_acc": 0.98312, "loss_cls": 0.63766, "loss": 0.63766, "time": 0.23005} +{"mode": "train", "epoch": 64, "iter": 1100, "lr": 0.01549, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8175, "top5_acc": 0.96812, "loss_cls": 0.7186, "loss": 0.7186, "time": 0.23039} +{"mode": "train", "epoch": 64, "iter": 1200, "lr": 0.01548, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84, "top5_acc": 0.97438, "loss_cls": 0.68037, "loss": 0.68037, "time": 0.23043} +{"mode": "train", "epoch": 64, "iter": 1300, "lr": 0.01547, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83562, "top5_acc": 0.97875, "loss_cls": 0.66111, "loss": 0.66111, "time": 0.23038} +{"mode": "train", "epoch": 64, "iter": 1400, "lr": 0.01546, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.835, "top5_acc": 0.975, "loss_cls": 0.65764, "loss": 0.65764, "time": 0.23062} +{"mode": "train", "epoch": 64, "iter": 1500, "lr": 0.01545, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83688, "top5_acc": 0.96625, "loss_cls": 0.67303, "loss": 0.67303, "time": 0.23066} +{"mode": "train", "epoch": 64, "iter": 1600, "lr": 0.01544, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83125, "top5_acc": 0.97375, "loss_cls": 0.67044, "loss": 0.67044, "time": 0.23049} +{"mode": "train", "epoch": 64, "iter": 1700, "lr": 0.01543, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84, "top5_acc": 0.97938, "loss_cls": 0.6362, "loss": 0.6362, "time": 0.23092} +{"mode": "train", "epoch": 64, "iter": 1800, "lr": 0.01541, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82688, "top5_acc": 0.96625, "loss_cls": 0.70175, "loss": 0.70175, "time": 0.23179} +{"mode": "train", "epoch": 64, "iter": 1900, "lr": 0.0154, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84062, "top5_acc": 0.975, "loss_cls": 0.62037, "loss": 0.62037, "time": 0.23131} +{"mode": "train", "epoch": 64, "iter": 2000, "lr": 0.01539, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83625, "top5_acc": 0.97312, "loss_cls": 0.66591, "loss": 0.66591, "time": 0.23118} +{"mode": "train", "epoch": 64, "iter": 2100, "lr": 0.01538, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.81438, "top5_acc": 0.96812, "loss_cls": 0.7398, "loss": 0.7398, "time": 0.23039} +{"mode": "train", "epoch": 64, "iter": 2200, "lr": 0.01537, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.83438, "top5_acc": 0.97812, "loss_cls": 0.67548, "loss": 0.67548, "time": 0.23051} +{"mode": "train", "epoch": 64, "iter": 2300, "lr": 0.01536, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.82562, "top5_acc": 0.97, "loss_cls": 0.71122, "loss": 0.71122, "time": 0.23024} +{"mode": "val", "epoch": 64, "iter": 1184, "lr": 0.01535, "top1_acc": 0.85834, "top5_acc": 0.98674} +{"mode": "train", "epoch": 65, "iter": 100, "lr": 0.01534, "memory": 6499, "data_time": 0.16694, "top1_acc": 0.85938, "top5_acc": 0.98125, "loss_cls": 0.55197, "loss": 0.55197, "time": 0.39857} +{"mode": "train", "epoch": 65, "iter": 200, "lr": 0.01533, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85, "top5_acc": 0.97625, "loss_cls": 0.61885, "loss": 0.61885, "time": 0.2323} +{"mode": "train", "epoch": 65, "iter": 300, "lr": 0.01532, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.84125, "top5_acc": 0.97375, "loss_cls": 0.6677, "loss": 0.6677, "time": 0.23273} +{"mode": "train", "epoch": 65, "iter": 400, "lr": 0.01531, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82625, "top5_acc": 0.97438, "loss_cls": 0.68734, "loss": 0.68734, "time": 0.23119} +{"mode": "train", "epoch": 65, "iter": 500, "lr": 0.0153, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84188, "top5_acc": 0.97438, "loss_cls": 0.62933, "loss": 0.62933, "time": 0.23021} +{"mode": "train", "epoch": 65, "iter": 600, "lr": 0.01529, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84375, "top5_acc": 0.98, "loss_cls": 0.60607, "loss": 0.60607, "time": 0.2311} +{"mode": "train", "epoch": 65, "iter": 700, "lr": 0.01528, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84625, "top5_acc": 0.98125, "loss_cls": 0.59798, "loss": 0.59798, "time": 0.23065} +{"mode": "train", "epoch": 65, "iter": 800, "lr": 0.01527, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83188, "top5_acc": 0.9675, "loss_cls": 0.68762, "loss": 0.68762, "time": 0.23022} +{"mode": "train", "epoch": 65, "iter": 900, "lr": 0.01526, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84125, "top5_acc": 0.97125, "loss_cls": 0.6307, "loss": 0.6307, "time": 0.23109} +{"mode": "train", "epoch": 65, "iter": 1000, "lr": 0.01525, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84188, "top5_acc": 0.9775, "loss_cls": 0.61996, "loss": 0.61996, "time": 0.23098} +{"mode": "train", "epoch": 65, "iter": 1100, "lr": 0.01524, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85062, "top5_acc": 0.98, "loss_cls": 0.5865, "loss": 0.5865, "time": 0.23066} +{"mode": "train", "epoch": 65, "iter": 1200, "lr": 0.01522, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83375, "top5_acc": 0.9725, "loss_cls": 0.6575, "loss": 0.6575, "time": 0.22961} +{"mode": "train", "epoch": 65, "iter": 1300, "lr": 0.01521, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8075, "top5_acc": 0.97438, "loss_cls": 0.72815, "loss": 0.72815, "time": 0.22951} +{"mode": "train", "epoch": 65, "iter": 1400, "lr": 0.0152, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83562, "top5_acc": 0.97312, "loss_cls": 0.63916, "loss": 0.63916, "time": 0.22993} +{"mode": "train", "epoch": 65, "iter": 1500, "lr": 0.01519, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82562, "top5_acc": 0.97062, "loss_cls": 0.69357, "loss": 0.69357, "time": 0.22971} +{"mode": "train", "epoch": 65, "iter": 1600, "lr": 0.01518, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84, "top5_acc": 0.975, "loss_cls": 0.67519, "loss": 0.67519, "time": 0.22929} +{"mode": "train", "epoch": 65, "iter": 1700, "lr": 0.01517, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.81562, "top5_acc": 0.97375, "loss_cls": 0.73667, "loss": 0.73667, "time": 0.22977} +{"mode": "train", "epoch": 65, "iter": 1800, "lr": 0.01516, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8375, "top5_acc": 0.9775, "loss_cls": 0.63492, "loss": 0.63492, "time": 0.23136} +{"mode": "train", "epoch": 65, "iter": 1900, "lr": 0.01515, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8475, "top5_acc": 0.975, "loss_cls": 0.63397, "loss": 0.63397, "time": 0.23042} +{"mode": "train", "epoch": 65, "iter": 2000, "lr": 0.01514, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84312, "top5_acc": 0.97875, "loss_cls": 0.63228, "loss": 0.63228, "time": 0.22986} +{"mode": "train", "epoch": 65, "iter": 2100, "lr": 0.01513, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84, "top5_acc": 0.98, "loss_cls": 0.62677, "loss": 0.62677, "time": 0.23007} +{"mode": "train", "epoch": 65, "iter": 2200, "lr": 0.01512, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83312, "top5_acc": 0.97, "loss_cls": 0.66673, "loss": 0.66673, "time": 0.23197} +{"mode": "train", "epoch": 65, "iter": 2300, "lr": 0.0151, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.83875, "top5_acc": 0.97812, "loss_cls": 0.6527, "loss": 0.6527, "time": 0.23094} +{"mode": "val", "epoch": 65, "iter": 1184, "lr": 0.0151, "top1_acc": 0.88184, "top5_acc": 0.99007} +{"mode": "train", "epoch": 66, "iter": 100, "lr": 0.01509, "memory": 6499, "data_time": 0.16901, "top1_acc": 0.83562, "top5_acc": 0.97062, "loss_cls": 0.65661, "loss": 0.65661, "time": 0.40013} +{"mode": "train", "epoch": 66, "iter": 200, "lr": 0.01508, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.85438, "top5_acc": 0.9775, "loss_cls": 0.61609, "loss": 0.61609, "time": 0.23023} +{"mode": "train", "epoch": 66, "iter": 300, "lr": 0.01507, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8425, "top5_acc": 0.97562, "loss_cls": 0.62308, "loss": 0.62308, "time": 0.22962} +{"mode": "train", "epoch": 66, "iter": 400, "lr": 0.01506, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84625, "top5_acc": 0.9825, "loss_cls": 0.62241, "loss": 0.62241, "time": 0.22964} +{"mode": "train", "epoch": 66, "iter": 500, "lr": 0.01504, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84562, "top5_acc": 0.97438, "loss_cls": 0.62961, "loss": 0.62961, "time": 0.22989} +{"mode": "train", "epoch": 66, "iter": 600, "lr": 0.01503, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82938, "top5_acc": 0.96688, "loss_cls": 0.68655, "loss": 0.68655, "time": 0.23021} +{"mode": "train", "epoch": 66, "iter": 700, "lr": 0.01502, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8375, "top5_acc": 0.97562, "loss_cls": 0.63844, "loss": 0.63844, "time": 0.23031} +{"mode": "train", "epoch": 66, "iter": 800, "lr": 0.01501, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83188, "top5_acc": 0.98188, "loss_cls": 0.65257, "loss": 0.65257, "time": 0.23019} +{"mode": "train", "epoch": 66, "iter": 900, "lr": 0.015, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83312, "top5_acc": 0.97438, "loss_cls": 0.66153, "loss": 0.66153, "time": 0.23066} +{"mode": "train", "epoch": 66, "iter": 1000, "lr": 0.01499, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83188, "top5_acc": 0.96875, "loss_cls": 0.66117, "loss": 0.66117, "time": 0.2299} +{"mode": "train", "epoch": 66, "iter": 1100, "lr": 0.01498, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83312, "top5_acc": 0.9825, "loss_cls": 0.62218, "loss": 0.62218, "time": 0.22994} +{"mode": "train", "epoch": 66, "iter": 1200, "lr": 0.01497, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83062, "top5_acc": 0.97188, "loss_cls": 0.65944, "loss": 0.65944, "time": 0.23054} +{"mode": "train", "epoch": 66, "iter": 1300, "lr": 0.01496, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.84188, "top5_acc": 0.9725, "loss_cls": 0.66001, "loss": 0.66001, "time": 0.2311} +{"mode": "train", "epoch": 66, "iter": 1400, "lr": 0.01495, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84, "top5_acc": 0.97438, "loss_cls": 0.67567, "loss": 0.67567, "time": 0.23118} +{"mode": "train", "epoch": 66, "iter": 1500, "lr": 0.01494, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83062, "top5_acc": 0.965, "loss_cls": 0.67554, "loss": 0.67554, "time": 0.23057} +{"mode": "train", "epoch": 66, "iter": 1600, "lr": 0.01492, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.835, "top5_acc": 0.97438, "loss_cls": 0.68284, "loss": 0.68284, "time": 0.22989} +{"mode": "train", "epoch": 66, "iter": 1700, "lr": 0.01491, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8425, "top5_acc": 0.98125, "loss_cls": 0.62382, "loss": 0.62382, "time": 0.22938} +{"mode": "train", "epoch": 66, "iter": 1800, "lr": 0.0149, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82188, "top5_acc": 0.97875, "loss_cls": 0.68303, "loss": 0.68303, "time": 0.22917} +{"mode": "train", "epoch": 66, "iter": 1900, "lr": 0.01489, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83688, "top5_acc": 0.97438, "loss_cls": 0.66026, "loss": 0.66026, "time": 0.22919} +{"mode": "train", "epoch": 66, "iter": 2000, "lr": 0.01488, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8625, "top5_acc": 0.98188, "loss_cls": 0.5815, "loss": 0.5815, "time": 0.22948} +{"mode": "train", "epoch": 66, "iter": 2100, "lr": 0.01487, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8225, "top5_acc": 0.9775, "loss_cls": 0.68011, "loss": 0.68011, "time": 0.23126} +{"mode": "train", "epoch": 66, "iter": 2200, "lr": 0.01486, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84375, "top5_acc": 0.97188, "loss_cls": 0.6341, "loss": 0.6341, "time": 0.2301} +{"mode": "train", "epoch": 66, "iter": 2300, "lr": 0.01485, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.825, "top5_acc": 0.97188, "loss_cls": 0.7009, "loss": 0.7009, "time": 0.2327} +{"mode": "val", "epoch": 66, "iter": 1184, "lr": 0.01484, "top1_acc": 0.88718, "top5_acc": 0.99091} +{"mode": "train", "epoch": 67, "iter": 100, "lr": 0.01483, "memory": 6499, "data_time": 0.17045, "top1_acc": 0.84938, "top5_acc": 0.97688, "loss_cls": 0.59724, "loss": 0.59724, "time": 0.40138} +{"mode": "train", "epoch": 67, "iter": 200, "lr": 0.01482, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83625, "top5_acc": 0.97688, "loss_cls": 0.60681, "loss": 0.60681, "time": 0.2302} +{"mode": "train", "epoch": 67, "iter": 300, "lr": 0.01481, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87188, "top5_acc": 0.98375, "loss_cls": 0.52847, "loss": 0.52847, "time": 0.22954} +{"mode": "train", "epoch": 67, "iter": 400, "lr": 0.0148, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8525, "top5_acc": 0.97875, "loss_cls": 0.57013, "loss": 0.57013, "time": 0.22907} +{"mode": "train", "epoch": 67, "iter": 500, "lr": 0.01479, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84625, "top5_acc": 0.97438, "loss_cls": 0.609, "loss": 0.609, "time": 0.2291} +{"mode": "train", "epoch": 67, "iter": 600, "lr": 0.01478, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.85188, "top5_acc": 0.97375, "loss_cls": 0.6199, "loss": 0.6199, "time": 0.2292} +{"mode": "train", "epoch": 67, "iter": 700, "lr": 0.01477, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.83938, "top5_acc": 0.97625, "loss_cls": 0.67638, "loss": 0.67638, "time": 0.22965} +{"mode": "train", "epoch": 67, "iter": 800, "lr": 0.01475, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.83562, "top5_acc": 0.97688, "loss_cls": 0.65473, "loss": 0.65473, "time": 0.22967} +{"mode": "train", "epoch": 67, "iter": 900, "lr": 0.01474, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.85125, "top5_acc": 0.97312, "loss_cls": 0.63435, "loss": 0.63435, "time": 0.22994} +{"mode": "train", "epoch": 67, "iter": 1000, "lr": 0.01473, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.83188, "top5_acc": 0.9725, "loss_cls": 0.63731, "loss": 0.63731, "time": 0.22968} +{"mode": "train", "epoch": 67, "iter": 1100, "lr": 0.01472, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.85375, "top5_acc": 0.97625, "loss_cls": 0.58971, "loss": 0.58971, "time": 0.23175} +{"mode": "train", "epoch": 67, "iter": 1200, "lr": 0.01471, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84, "top5_acc": 0.97, "loss_cls": 0.66231, "loss": 0.66231, "time": 0.23039} +{"mode": "train", "epoch": 67, "iter": 1300, "lr": 0.0147, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82562, "top5_acc": 0.9725, "loss_cls": 0.68902, "loss": 0.68902, "time": 0.23138} +{"mode": "train", "epoch": 67, "iter": 1400, "lr": 0.01469, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.85312, "top5_acc": 0.98625, "loss_cls": 0.55722, "loss": 0.55722, "time": 0.23029} +{"mode": "train", "epoch": 67, "iter": 1500, "lr": 0.01468, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84375, "top5_acc": 0.97625, "loss_cls": 0.63122, "loss": 0.63122, "time": 0.23018} +{"mode": "train", "epoch": 67, "iter": 1600, "lr": 0.01467, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83625, "top5_acc": 0.9725, "loss_cls": 0.6753, "loss": 0.6753, "time": 0.23289} +{"mode": "train", "epoch": 67, "iter": 1700, "lr": 0.01466, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84188, "top5_acc": 0.9675, "loss_cls": 0.65697, "loss": 0.65697, "time": 0.23089} +{"mode": "train", "epoch": 67, "iter": 1800, "lr": 0.01465, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83062, "top5_acc": 0.97562, "loss_cls": 0.65019, "loss": 0.65019, "time": 0.23151} +{"mode": "train", "epoch": 67, "iter": 1900, "lr": 0.01463, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.84062, "top5_acc": 0.97375, "loss_cls": 0.64875, "loss": 0.64875, "time": 0.23011} +{"mode": "train", "epoch": 67, "iter": 2000, "lr": 0.01462, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.855, "top5_acc": 0.98062, "loss_cls": 0.58901, "loss": 0.58901, "time": 0.23072} +{"mode": "train", "epoch": 67, "iter": 2100, "lr": 0.01461, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83188, "top5_acc": 0.97125, "loss_cls": 0.66789, "loss": 0.66789, "time": 0.23062} +{"mode": "train", "epoch": 67, "iter": 2200, "lr": 0.0146, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.82875, "top5_acc": 0.97, "loss_cls": 0.6585, "loss": 0.6585, "time": 0.22997} +{"mode": "train", "epoch": 67, "iter": 2300, "lr": 0.01459, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.84375, "top5_acc": 0.98062, "loss_cls": 0.59725, "loss": 0.59725, "time": 0.23062} +{"mode": "val", "epoch": 67, "iter": 1184, "lr": 0.01458, "top1_acc": 0.86462, "top5_acc": 0.98764} +{"mode": "train", "epoch": 68, "iter": 100, "lr": 0.01457, "memory": 6499, "data_time": 0.16575, "top1_acc": 0.84562, "top5_acc": 0.97875, "loss_cls": 0.59224, "loss": 0.59224, "time": 0.39622} +{"mode": "train", "epoch": 68, "iter": 200, "lr": 0.01456, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8725, "top5_acc": 0.9875, "loss_cls": 0.54179, "loss": 0.54179, "time": 0.22998} +{"mode": "train", "epoch": 68, "iter": 300, "lr": 0.01455, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86312, "top5_acc": 0.98188, "loss_cls": 0.58134, "loss": 0.58134, "time": 0.23032} +{"mode": "train", "epoch": 68, "iter": 400, "lr": 0.01454, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8275, "top5_acc": 0.97125, "loss_cls": 0.67326, "loss": 0.67326, "time": 0.22982} +{"mode": "train", "epoch": 68, "iter": 500, "lr": 0.01453, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8575, "top5_acc": 0.97812, "loss_cls": 0.59663, "loss": 0.59663, "time": 0.23029} +{"mode": "train", "epoch": 68, "iter": 600, "lr": 0.01452, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8325, "top5_acc": 0.97625, "loss_cls": 0.65152, "loss": 0.65152, "time": 0.23053} +{"mode": "train", "epoch": 68, "iter": 700, "lr": 0.01451, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87562, "top5_acc": 0.98, "loss_cls": 0.52702, "loss": 0.52702, "time": 0.23125} +{"mode": "train", "epoch": 68, "iter": 800, "lr": 0.0145, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.84625, "top5_acc": 0.97438, "loss_cls": 0.60933, "loss": 0.60933, "time": 0.23029} +{"mode": "train", "epoch": 68, "iter": 900, "lr": 0.01449, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84375, "top5_acc": 0.98, "loss_cls": 0.58835, "loss": 0.58835, "time": 0.22971} +{"mode": "train", "epoch": 68, "iter": 1000, "lr": 0.01447, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84438, "top5_acc": 0.97812, "loss_cls": 0.62179, "loss": 0.62179, "time": 0.22968} +{"mode": "train", "epoch": 68, "iter": 1100, "lr": 0.01446, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83, "top5_acc": 0.97312, "loss_cls": 0.68303, "loss": 0.68303, "time": 0.22977} +{"mode": "train", "epoch": 68, "iter": 1200, "lr": 0.01445, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84938, "top5_acc": 0.97875, "loss_cls": 0.59885, "loss": 0.59885, "time": 0.22979} +{"mode": "train", "epoch": 68, "iter": 1300, "lr": 0.01444, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83812, "top5_acc": 0.97562, "loss_cls": 0.63828, "loss": 0.63828, "time": 0.22967} +{"mode": "train", "epoch": 68, "iter": 1400, "lr": 0.01443, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.82562, "top5_acc": 0.96812, "loss_cls": 0.68635, "loss": 0.68635, "time": 0.2296} +{"mode": "train", "epoch": 68, "iter": 1500, "lr": 0.01442, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8125, "top5_acc": 0.96688, "loss_cls": 0.74649, "loss": 0.74649, "time": 0.23006} +{"mode": "train", "epoch": 68, "iter": 1600, "lr": 0.01441, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85438, "top5_acc": 0.97875, "loss_cls": 0.60864, "loss": 0.60864, "time": 0.23015} +{"mode": "train", "epoch": 68, "iter": 1700, "lr": 0.0144, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83688, "top5_acc": 0.97562, "loss_cls": 0.63919, "loss": 0.63919, "time": 0.23028} +{"mode": "train", "epoch": 68, "iter": 1800, "lr": 0.01439, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82625, "top5_acc": 0.96812, "loss_cls": 0.67149, "loss": 0.67149, "time": 0.2306} +{"mode": "train", "epoch": 68, "iter": 1900, "lr": 0.01438, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83125, "top5_acc": 0.97438, "loss_cls": 0.64586, "loss": 0.64586, "time": 0.23104} +{"mode": "train", "epoch": 68, "iter": 2000, "lr": 0.01436, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84562, "top5_acc": 0.9775, "loss_cls": 0.61726, "loss": 0.61726, "time": 0.23092} +{"mode": "train", "epoch": 68, "iter": 2100, "lr": 0.01435, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83312, "top5_acc": 0.97625, "loss_cls": 0.64744, "loss": 0.64744, "time": 0.23051} +{"mode": "train", "epoch": 68, "iter": 2200, "lr": 0.01434, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85062, "top5_acc": 0.97, "loss_cls": 0.63388, "loss": 0.63388, "time": 0.22998} +{"mode": "train", "epoch": 68, "iter": 2300, "lr": 0.01433, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83875, "top5_acc": 0.97875, "loss_cls": 0.64919, "loss": 0.64919, "time": 0.23077} +{"mode": "val", "epoch": 68, "iter": 1184, "lr": 0.01433, "top1_acc": 0.88865, "top5_acc": 0.98907} +{"mode": "train", "epoch": 69, "iter": 100, "lr": 0.01432, "memory": 6499, "data_time": 0.16896, "top1_acc": 0.8625, "top5_acc": 0.97875, "loss_cls": 0.55309, "loss": 0.55309, "time": 0.39865} +{"mode": "train", "epoch": 69, "iter": 200, "lr": 0.0143, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85875, "top5_acc": 0.98062, "loss_cls": 0.5635, "loss": 0.5635, "time": 0.23156} +{"mode": "train", "epoch": 69, "iter": 300, "lr": 0.01429, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.86125, "top5_acc": 0.98125, "loss_cls": 0.55542, "loss": 0.55542, "time": 0.23009} +{"mode": "train", "epoch": 69, "iter": 400, "lr": 0.01428, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8475, "top5_acc": 0.97938, "loss_cls": 0.61056, "loss": 0.61056, "time": 0.23052} +{"mode": "train", "epoch": 69, "iter": 500, "lr": 0.01427, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83562, "top5_acc": 0.97875, "loss_cls": 0.64669, "loss": 0.64669, "time": 0.22995} +{"mode": "train", "epoch": 69, "iter": 600, "lr": 0.01426, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8425, "top5_acc": 0.985, "loss_cls": 0.60218, "loss": 0.60218, "time": 0.22995} +{"mode": "train", "epoch": 69, "iter": 700, "lr": 0.01425, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85812, "top5_acc": 0.98, "loss_cls": 0.5894, "loss": 0.5894, "time": 0.23022} +{"mode": "train", "epoch": 69, "iter": 800, "lr": 0.01424, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83938, "top5_acc": 0.97688, "loss_cls": 0.62892, "loss": 0.62892, "time": 0.23087} +{"mode": "train", "epoch": 69, "iter": 900, "lr": 0.01423, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8375, "top5_acc": 0.97312, "loss_cls": 0.62254, "loss": 0.62254, "time": 0.23183} +{"mode": "train", "epoch": 69, "iter": 1000, "lr": 0.01422, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8525, "top5_acc": 0.97938, "loss_cls": 0.60282, "loss": 0.60282, "time": 0.23074} +{"mode": "train", "epoch": 69, "iter": 1100, "lr": 0.0142, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85375, "top5_acc": 0.97875, "loss_cls": 0.6073, "loss": 0.6073, "time": 0.23098} +{"mode": "train", "epoch": 69, "iter": 1200, "lr": 0.01419, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8475, "top5_acc": 0.97625, "loss_cls": 0.61922, "loss": 0.61922, "time": 0.23088} +{"mode": "train", "epoch": 69, "iter": 1300, "lr": 0.01418, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83438, "top5_acc": 0.97562, "loss_cls": 0.63673, "loss": 0.63673, "time": 0.23001} +{"mode": "train", "epoch": 69, "iter": 1400, "lr": 0.01417, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.85125, "top5_acc": 0.97375, "loss_cls": 0.62334, "loss": 0.62334, "time": 0.22963} +{"mode": "train", "epoch": 69, "iter": 1500, "lr": 0.01416, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.825, "top5_acc": 0.965, "loss_cls": 0.69704, "loss": 0.69704, "time": 0.22996} +{"mode": "train", "epoch": 69, "iter": 1600, "lr": 0.01415, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82625, "top5_acc": 0.97375, "loss_cls": 0.6908, "loss": 0.6908, "time": 0.22957} +{"mode": "train", "epoch": 69, "iter": 1700, "lr": 0.01414, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8425, "top5_acc": 0.97812, "loss_cls": 0.60535, "loss": 0.60535, "time": 0.22989} +{"mode": "train", "epoch": 69, "iter": 1800, "lr": 0.01413, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8625, "top5_acc": 0.98375, "loss_cls": 0.58947, "loss": 0.58947, "time": 0.23022} +{"mode": "train", "epoch": 69, "iter": 1900, "lr": 0.01412, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84562, "top5_acc": 0.975, "loss_cls": 0.6328, "loss": 0.6328, "time": 0.23042} +{"mode": "train", "epoch": 69, "iter": 2000, "lr": 0.01411, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83438, "top5_acc": 0.97, "loss_cls": 0.67909, "loss": 0.67909, "time": 0.23076} +{"mode": "train", "epoch": 69, "iter": 2100, "lr": 0.01409, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84562, "top5_acc": 0.97188, "loss_cls": 0.64029, "loss": 0.64029, "time": 0.23146} +{"mode": "train", "epoch": 69, "iter": 2200, "lr": 0.01408, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8475, "top5_acc": 0.98125, "loss_cls": 0.59085, "loss": 0.59085, "time": 0.2314} +{"mode": "train", "epoch": 69, "iter": 2300, "lr": 0.01407, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8475, "top5_acc": 0.975, "loss_cls": 0.61006, "loss": 0.61006, "time": 0.2315} +{"mode": "val", "epoch": 69, "iter": 1184, "lr": 0.01407, "top1_acc": 0.88374, "top5_acc": 0.98891} +{"mode": "train", "epoch": 70, "iter": 100, "lr": 0.01406, "memory": 6499, "data_time": 0.1716, "top1_acc": 0.87125, "top5_acc": 0.97875, "loss_cls": 0.5305, "loss": 0.5305, "time": 0.40164} +{"mode": "train", "epoch": 70, "iter": 200, "lr": 0.01404, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.86688, "top5_acc": 0.97875, "loss_cls": 0.5763, "loss": 0.5763, "time": 0.23012} +{"mode": "train", "epoch": 70, "iter": 300, "lr": 0.01403, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.84312, "top5_acc": 0.9775, "loss_cls": 0.6287, "loss": 0.6287, "time": 0.23049} +{"mode": "train", "epoch": 70, "iter": 400, "lr": 0.01402, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.82188, "top5_acc": 0.97125, "loss_cls": 0.67091, "loss": 0.67091, "time": 0.2303} +{"mode": "train", "epoch": 70, "iter": 500, "lr": 0.01401, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83875, "top5_acc": 0.97375, "loss_cls": 0.68295, "loss": 0.68295, "time": 0.23022} +{"mode": "train", "epoch": 70, "iter": 600, "lr": 0.014, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8475, "top5_acc": 0.9775, "loss_cls": 0.59932, "loss": 0.59932, "time": 0.23035} +{"mode": "train", "epoch": 70, "iter": 700, "lr": 0.01399, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.85938, "top5_acc": 0.9825, "loss_cls": 0.55643, "loss": 0.55643, "time": 0.23037} +{"mode": "train", "epoch": 70, "iter": 800, "lr": 0.01398, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84125, "top5_acc": 0.97188, "loss_cls": 0.65528, "loss": 0.65528, "time": 0.23031} +{"mode": "train", "epoch": 70, "iter": 900, "lr": 0.01397, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84562, "top5_acc": 0.96375, "loss_cls": 0.64355, "loss": 0.64355, "time": 0.22984} +{"mode": "train", "epoch": 70, "iter": 1000, "lr": 0.01396, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.85, "top5_acc": 0.9775, "loss_cls": 0.61027, "loss": 0.61027, "time": 0.22987} +{"mode": "train", "epoch": 70, "iter": 1100, "lr": 0.01395, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.845, "top5_acc": 0.97625, "loss_cls": 0.63175, "loss": 0.63175, "time": 0.22985} +{"mode": "train", "epoch": 70, "iter": 1200, "lr": 0.01393, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84, "top5_acc": 0.9775, "loss_cls": 0.64067, "loss": 0.64067, "time": 0.23019} +{"mode": "train", "epoch": 70, "iter": 1300, "lr": 0.01392, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.83812, "top5_acc": 0.97812, "loss_cls": 0.62532, "loss": 0.62532, "time": 0.23002} +{"mode": "train", "epoch": 70, "iter": 1400, "lr": 0.01391, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8525, "top5_acc": 0.97625, "loss_cls": 0.58917, "loss": 0.58917, "time": 0.23028} +{"mode": "train", "epoch": 70, "iter": 1500, "lr": 0.0139, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8425, "top5_acc": 0.97312, "loss_cls": 0.612, "loss": 0.612, "time": 0.23127} +{"mode": "train", "epoch": 70, "iter": 1600, "lr": 0.01389, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.835, "top5_acc": 0.9775, "loss_cls": 0.66226, "loss": 0.66226, "time": 0.23139} +{"mode": "train", "epoch": 70, "iter": 1700, "lr": 0.01388, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83375, "top5_acc": 0.98, "loss_cls": 0.66833, "loss": 0.66833, "time": 0.23032} +{"mode": "train", "epoch": 70, "iter": 1800, "lr": 0.01387, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83875, "top5_acc": 0.97812, "loss_cls": 0.63461, "loss": 0.63461, "time": 0.23117} +{"mode": "train", "epoch": 70, "iter": 1900, "lr": 0.01386, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84375, "top5_acc": 0.97812, "loss_cls": 0.58966, "loss": 0.58966, "time": 0.23114} +{"mode": "train", "epoch": 70, "iter": 2000, "lr": 0.01385, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84688, "top5_acc": 0.97125, "loss_cls": 0.61626, "loss": 0.61626, "time": 0.23089} +{"mode": "train", "epoch": 70, "iter": 2100, "lr": 0.01383, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.85188, "top5_acc": 0.975, "loss_cls": 0.58933, "loss": 0.58933, "time": 0.23054} +{"mode": "train", "epoch": 70, "iter": 2200, "lr": 0.01382, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8475, "top5_acc": 0.98, "loss_cls": 0.6018, "loss": 0.6018, "time": 0.23083} +{"mode": "train", "epoch": 70, "iter": 2300, "lr": 0.01381, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86312, "top5_acc": 0.97562, "loss_cls": 0.58242, "loss": 0.58242, "time": 0.23041} +{"mode": "val", "epoch": 70, "iter": 1184, "lr": 0.01381, "top1_acc": 0.89367, "top5_acc": 0.98959} +{"mode": "train", "epoch": 71, "iter": 100, "lr": 0.0138, "memory": 6499, "data_time": 0.16761, "top1_acc": 0.84312, "top5_acc": 0.97625, "loss_cls": 0.61437, "loss": 0.61437, "time": 0.39783} +{"mode": "train", "epoch": 71, "iter": 200, "lr": 0.01378, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8475, "top5_acc": 0.98062, "loss_cls": 0.60951, "loss": 0.60951, "time": 0.23058} +{"mode": "train", "epoch": 71, "iter": 300, "lr": 0.01377, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.85875, "top5_acc": 0.98062, "loss_cls": 0.55889, "loss": 0.55889, "time": 0.23108} +{"mode": "train", "epoch": 71, "iter": 400, "lr": 0.01376, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8575, "top5_acc": 0.97688, "loss_cls": 0.58231, "loss": 0.58231, "time": 0.2295} +{"mode": "train", "epoch": 71, "iter": 500, "lr": 0.01375, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8525, "top5_acc": 0.97938, "loss_cls": 0.57523, "loss": 0.57523, "time": 0.23035} +{"mode": "train", "epoch": 71, "iter": 600, "lr": 0.01374, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84562, "top5_acc": 0.97938, "loss_cls": 0.62334, "loss": 0.62334, "time": 0.22993} +{"mode": "train", "epoch": 71, "iter": 700, "lr": 0.01373, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87, "top5_acc": 0.98125, "loss_cls": 0.55103, "loss": 0.55103, "time": 0.22984} +{"mode": "train", "epoch": 71, "iter": 800, "lr": 0.01372, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84688, "top5_acc": 0.97312, "loss_cls": 0.60938, "loss": 0.60938, "time": 0.22983} +{"mode": "train", "epoch": 71, "iter": 900, "lr": 0.01371, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84688, "top5_acc": 0.98, "loss_cls": 0.60335, "loss": 0.60335, "time": 0.23015} +{"mode": "train", "epoch": 71, "iter": 1000, "lr": 0.0137, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.835, "top5_acc": 0.97625, "loss_cls": 0.6571, "loss": 0.6571, "time": 0.22993} +{"mode": "train", "epoch": 71, "iter": 1100, "lr": 0.01368, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84438, "top5_acc": 0.97812, "loss_cls": 0.59928, "loss": 0.59928, "time": 0.23092} +{"mode": "train", "epoch": 71, "iter": 1200, "lr": 0.01367, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8425, "top5_acc": 0.97125, "loss_cls": 0.61228, "loss": 0.61228, "time": 0.23146} +{"mode": "train", "epoch": 71, "iter": 1300, "lr": 0.01366, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.85375, "top5_acc": 0.98, "loss_cls": 0.57656, "loss": 0.57656, "time": 0.2311} +{"mode": "train", "epoch": 71, "iter": 1400, "lr": 0.01365, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.84812, "top5_acc": 0.97875, "loss_cls": 0.58423, "loss": 0.58423, "time": 0.23045} +{"mode": "train", "epoch": 71, "iter": 1500, "lr": 0.01364, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85125, "top5_acc": 0.97688, "loss_cls": 0.59329, "loss": 0.59329, "time": 0.23131} +{"mode": "train", "epoch": 71, "iter": 1600, "lr": 0.01363, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83062, "top5_acc": 0.96625, "loss_cls": 0.65159, "loss": 0.65159, "time": 0.23068} +{"mode": "train", "epoch": 71, "iter": 1700, "lr": 0.01362, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8475, "top5_acc": 0.97875, "loss_cls": 0.61177, "loss": 0.61177, "time": 0.23086} +{"mode": "train", "epoch": 71, "iter": 1800, "lr": 0.01361, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84562, "top5_acc": 0.9775, "loss_cls": 0.60661, "loss": 0.60661, "time": 0.23045} +{"mode": "train", "epoch": 71, "iter": 1900, "lr": 0.0136, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.835, "top5_acc": 0.97125, "loss_cls": 0.66444, "loss": 0.66444, "time": 0.23076} +{"mode": "train", "epoch": 71, "iter": 2000, "lr": 0.01359, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83188, "top5_acc": 0.9775, "loss_cls": 0.66677, "loss": 0.66677, "time": 0.23222} +{"mode": "train", "epoch": 71, "iter": 2100, "lr": 0.01357, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8475, "top5_acc": 0.98, "loss_cls": 0.59684, "loss": 0.59684, "time": 0.23129} +{"mode": "train", "epoch": 71, "iter": 2200, "lr": 0.01356, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.83688, "top5_acc": 0.97375, "loss_cls": 0.64862, "loss": 0.64862, "time": 0.23033} +{"mode": "train", "epoch": 71, "iter": 2300, "lr": 0.01355, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.84062, "top5_acc": 0.97562, "loss_cls": 0.64796, "loss": 0.64796, "time": 0.23015} +{"mode": "val", "epoch": 71, "iter": 1184, "lr": 0.01355, "top1_acc": 0.88263, "top5_acc": 0.98885} +{"mode": "train", "epoch": 72, "iter": 100, "lr": 0.01353, "memory": 6499, "data_time": 0.17092, "top1_acc": 0.87438, "top5_acc": 0.97875, "loss_cls": 0.50484, "loss": 0.50484, "time": 0.40078} +{"mode": "train", "epoch": 72, "iter": 200, "lr": 0.01352, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8575, "top5_acc": 0.98, "loss_cls": 0.56508, "loss": 0.56508, "time": 0.23145} +{"mode": "train", "epoch": 72, "iter": 300, "lr": 0.01351, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8675, "top5_acc": 0.98125, "loss_cls": 0.55251, "loss": 0.55251, "time": 0.23155} +{"mode": "train", "epoch": 72, "iter": 400, "lr": 0.0135, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84, "top5_acc": 0.98062, "loss_cls": 0.61964, "loss": 0.61964, "time": 0.23093} +{"mode": "train", "epoch": 72, "iter": 500, "lr": 0.01349, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84375, "top5_acc": 0.98125, "loss_cls": 0.60426, "loss": 0.60426, "time": 0.23102} +{"mode": "train", "epoch": 72, "iter": 600, "lr": 0.01348, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87, "top5_acc": 0.98, "loss_cls": 0.53815, "loss": 0.53815, "time": 0.23018} +{"mode": "train", "epoch": 72, "iter": 700, "lr": 0.01347, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86938, "top5_acc": 0.9825, "loss_cls": 0.55686, "loss": 0.55686, "time": 0.23135} +{"mode": "train", "epoch": 72, "iter": 800, "lr": 0.01346, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82438, "top5_acc": 0.97375, "loss_cls": 0.65854, "loss": 0.65854, "time": 0.23216} +{"mode": "train", "epoch": 72, "iter": 900, "lr": 0.01345, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86125, "top5_acc": 0.97938, "loss_cls": 0.56142, "loss": 0.56142, "time": 0.2312} +{"mode": "train", "epoch": 72, "iter": 1000, "lr": 0.01344, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86062, "top5_acc": 0.9825, "loss_cls": 0.56431, "loss": 0.56431, "time": 0.22994} +{"mode": "train", "epoch": 72, "iter": 1100, "lr": 0.01342, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86562, "top5_acc": 0.98125, "loss_cls": 0.54283, "loss": 0.54283, "time": 0.23012} +{"mode": "train", "epoch": 72, "iter": 1200, "lr": 0.01341, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8475, "top5_acc": 0.97625, "loss_cls": 0.61267, "loss": 0.61267, "time": 0.2301} +{"mode": "train", "epoch": 72, "iter": 1300, "lr": 0.0134, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8525, "top5_acc": 0.98, "loss_cls": 0.56563, "loss": 0.56563, "time": 0.23155} +{"mode": "train", "epoch": 72, "iter": 1400, "lr": 0.01339, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8425, "top5_acc": 0.97312, "loss_cls": 0.63975, "loss": 0.63975, "time": 0.23042} +{"mode": "train", "epoch": 72, "iter": 1500, "lr": 0.01338, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.85375, "top5_acc": 0.9775, "loss_cls": 0.59767, "loss": 0.59767, "time": 0.23101} +{"mode": "train", "epoch": 72, "iter": 1600, "lr": 0.01337, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83938, "top5_acc": 0.97312, "loss_cls": 0.64739, "loss": 0.64739, "time": 0.23159} +{"mode": "train", "epoch": 72, "iter": 1700, "lr": 0.01336, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8525, "top5_acc": 0.97812, "loss_cls": 0.5822, "loss": 0.5822, "time": 0.23116} +{"mode": "train", "epoch": 72, "iter": 1800, "lr": 0.01335, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85438, "top5_acc": 0.97812, "loss_cls": 0.60898, "loss": 0.60898, "time": 0.23096} +{"mode": "train", "epoch": 72, "iter": 1900, "lr": 0.01334, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.85062, "top5_acc": 0.97938, "loss_cls": 0.60582, "loss": 0.60582, "time": 0.23172} +{"mode": "train", "epoch": 72, "iter": 2000, "lr": 0.01332, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86562, "top5_acc": 0.97688, "loss_cls": 0.56413, "loss": 0.56413, "time": 0.23257} +{"mode": "train", "epoch": 72, "iter": 2100, "lr": 0.01331, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.84625, "top5_acc": 0.97188, "loss_cls": 0.64079, "loss": 0.64079, "time": 0.23216} +{"mode": "train", "epoch": 72, "iter": 2200, "lr": 0.0133, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84375, "top5_acc": 0.97438, "loss_cls": 0.62435, "loss": 0.62435, "time": 0.23153} +{"mode": "train", "epoch": 72, "iter": 2300, "lr": 0.01329, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8425, "top5_acc": 0.97625, "loss_cls": 0.62412, "loss": 0.62412, "time": 0.23149} +{"mode": "val", "epoch": 72, "iter": 1184, "lr": 0.01328, "top1_acc": 0.89024, "top5_acc": 0.98954} +{"mode": "train", "epoch": 73, "iter": 100, "lr": 0.01327, "memory": 6499, "data_time": 0.16994, "top1_acc": 0.8675, "top5_acc": 0.98125, "loss_cls": 0.53405, "loss": 0.53405, "time": 0.40037} +{"mode": "train", "epoch": 73, "iter": 200, "lr": 0.01326, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84, "top5_acc": 0.97, "loss_cls": 0.63015, "loss": 0.63015, "time": 0.22981} +{"mode": "train", "epoch": 73, "iter": 300, "lr": 0.01325, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85812, "top5_acc": 0.98562, "loss_cls": 0.55404, "loss": 0.55404, "time": 0.22974} +{"mode": "train", "epoch": 73, "iter": 400, "lr": 0.01324, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86938, "top5_acc": 0.98312, "loss_cls": 0.52176, "loss": 0.52176, "time": 0.22982} +{"mode": "train", "epoch": 73, "iter": 500, "lr": 0.01323, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85375, "top5_acc": 0.97562, "loss_cls": 0.58477, "loss": 0.58477, "time": 0.22997} +{"mode": "train", "epoch": 73, "iter": 600, "lr": 0.01322, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.85062, "top5_acc": 0.97688, "loss_cls": 0.59715, "loss": 0.59715, "time": 0.23024} +{"mode": "train", "epoch": 73, "iter": 700, "lr": 0.01321, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87625, "top5_acc": 0.97938, "loss_cls": 0.55503, "loss": 0.55503, "time": 0.23069} +{"mode": "train", "epoch": 73, "iter": 800, "lr": 0.0132, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8475, "top5_acc": 0.97938, "loss_cls": 0.58798, "loss": 0.58798, "time": 0.23106} +{"mode": "train", "epoch": 73, "iter": 900, "lr": 0.01319, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84625, "top5_acc": 0.98438, "loss_cls": 0.60411, "loss": 0.60411, "time": 0.23075} +{"mode": "train", "epoch": 73, "iter": 1000, "lr": 0.01317, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84688, "top5_acc": 0.98, "loss_cls": 0.58206, "loss": 0.58206, "time": 0.23057} +{"mode": "train", "epoch": 73, "iter": 1100, "lr": 0.01316, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87438, "top5_acc": 0.98375, "loss_cls": 0.50581, "loss": 0.50581, "time": 0.23068} +{"mode": "train", "epoch": 73, "iter": 1200, "lr": 0.01315, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.84938, "top5_acc": 0.97438, "loss_cls": 0.60849, "loss": 0.60849, "time": 0.23037} +{"mode": "train", "epoch": 73, "iter": 1300, "lr": 0.01314, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8525, "top5_acc": 0.975, "loss_cls": 0.60334, "loss": 0.60334, "time": 0.23076} +{"mode": "train", "epoch": 73, "iter": 1400, "lr": 0.01313, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.85562, "top5_acc": 0.97812, "loss_cls": 0.58124, "loss": 0.58124, "time": 0.23073} +{"mode": "train", "epoch": 73, "iter": 1500, "lr": 0.01312, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8675, "top5_acc": 0.98125, "loss_cls": 0.55108, "loss": 0.55108, "time": 0.23035} +{"mode": "train", "epoch": 73, "iter": 1600, "lr": 0.01311, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.85125, "top5_acc": 0.97438, "loss_cls": 0.6042, "loss": 0.6042, "time": 0.23009} +{"mode": "train", "epoch": 73, "iter": 1700, "lr": 0.0131, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.83875, "top5_acc": 0.97812, "loss_cls": 0.63056, "loss": 0.63056, "time": 0.22997} +{"mode": "train", "epoch": 73, "iter": 1800, "lr": 0.01309, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.85812, "top5_acc": 0.97562, "loss_cls": 0.5774, "loss": 0.5774, "time": 0.23059} +{"mode": "train", "epoch": 73, "iter": 1900, "lr": 0.01307, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8625, "top5_acc": 0.97875, "loss_cls": 0.56856, "loss": 0.56856, "time": 0.22994} +{"mode": "train", "epoch": 73, "iter": 2000, "lr": 0.01306, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.85938, "top5_acc": 0.97625, "loss_cls": 0.57673, "loss": 0.57673, "time": 0.22991} +{"mode": "train", "epoch": 73, "iter": 2100, "lr": 0.01305, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.84438, "top5_acc": 0.97938, "loss_cls": 0.60524, "loss": 0.60524, "time": 0.22998} +{"mode": "train", "epoch": 73, "iter": 2200, "lr": 0.01304, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84688, "top5_acc": 0.98125, "loss_cls": 0.60831, "loss": 0.60831, "time": 0.23027} +{"mode": "train", "epoch": 73, "iter": 2300, "lr": 0.01303, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.83938, "top5_acc": 0.97875, "loss_cls": 0.63004, "loss": 0.63004, "time": 0.23153} +{"mode": "val", "epoch": 73, "iter": 1184, "lr": 0.01302, "top1_acc": 0.87682, "top5_acc": 0.98695} +{"mode": "train", "epoch": 74, "iter": 100, "lr": 0.01301, "memory": 6499, "data_time": 0.1663, "top1_acc": 0.87188, "top5_acc": 0.98625, "loss_cls": 0.54845, "loss": 0.54845, "time": 0.39899} +{"mode": "train", "epoch": 74, "iter": 200, "lr": 0.013, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84438, "top5_acc": 0.97875, "loss_cls": 0.62021, "loss": 0.62021, "time": 0.23178} +{"mode": "train", "epoch": 74, "iter": 300, "lr": 0.01299, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86125, "top5_acc": 0.97875, "loss_cls": 0.56274, "loss": 0.56274, "time": 0.23084} +{"mode": "train", "epoch": 74, "iter": 400, "lr": 0.01298, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86, "top5_acc": 0.97875, "loss_cls": 0.55487, "loss": 0.55487, "time": 0.23096} +{"mode": "train", "epoch": 74, "iter": 500, "lr": 0.01297, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86062, "top5_acc": 0.97375, "loss_cls": 0.57653, "loss": 0.57653, "time": 0.23209} +{"mode": "train", "epoch": 74, "iter": 600, "lr": 0.01296, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84938, "top5_acc": 0.98062, "loss_cls": 0.57962, "loss": 0.57962, "time": 0.23214} +{"mode": "train", "epoch": 74, "iter": 700, "lr": 0.01295, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85875, "top5_acc": 0.98375, "loss_cls": 0.55265, "loss": 0.55265, "time": 0.23175} +{"mode": "train", "epoch": 74, "iter": 800, "lr": 0.01293, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.84438, "top5_acc": 0.98125, "loss_cls": 0.59883, "loss": 0.59883, "time": 0.23231} +{"mode": "train", "epoch": 74, "iter": 900, "lr": 0.01292, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84188, "top5_acc": 0.9775, "loss_cls": 0.62057, "loss": 0.62057, "time": 0.2329} +{"mode": "train", "epoch": 74, "iter": 1000, "lr": 0.01291, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84625, "top5_acc": 0.97938, "loss_cls": 0.60154, "loss": 0.60154, "time": 0.23283} +{"mode": "train", "epoch": 74, "iter": 1100, "lr": 0.0129, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8475, "top5_acc": 0.97812, "loss_cls": 0.59954, "loss": 0.59954, "time": 0.23122} +{"mode": "train", "epoch": 74, "iter": 1200, "lr": 0.01289, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8625, "top5_acc": 0.98125, "loss_cls": 0.56475, "loss": 0.56475, "time": 0.23115} +{"mode": "train", "epoch": 74, "iter": 1300, "lr": 0.01288, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84438, "top5_acc": 0.97625, "loss_cls": 0.63291, "loss": 0.63291, "time": 0.23166} +{"mode": "train", "epoch": 74, "iter": 1400, "lr": 0.01287, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.85125, "top5_acc": 0.98125, "loss_cls": 0.58842, "loss": 0.58842, "time": 0.23164} +{"mode": "train", "epoch": 74, "iter": 1500, "lr": 0.01286, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86125, "top5_acc": 0.97812, "loss_cls": 0.57147, "loss": 0.57147, "time": 0.23121} +{"mode": "train", "epoch": 74, "iter": 1600, "lr": 0.01285, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85125, "top5_acc": 0.9775, "loss_cls": 0.60436, "loss": 0.60436, "time": 0.23121} +{"mode": "train", "epoch": 74, "iter": 1700, "lr": 0.01283, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84812, "top5_acc": 0.9775, "loss_cls": 0.60298, "loss": 0.60298, "time": 0.2319} +{"mode": "train", "epoch": 74, "iter": 1800, "lr": 0.01282, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84188, "top5_acc": 0.975, "loss_cls": 0.63364, "loss": 0.63364, "time": 0.23144} +{"mode": "train", "epoch": 74, "iter": 1900, "lr": 0.01281, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8625, "top5_acc": 0.97312, "loss_cls": 0.59355, "loss": 0.59355, "time": 0.2326} +{"mode": "train", "epoch": 74, "iter": 2000, "lr": 0.0128, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84688, "top5_acc": 0.97312, "loss_cls": 0.62507, "loss": 0.62507, "time": 0.2312} +{"mode": "train", "epoch": 74, "iter": 2100, "lr": 0.01279, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8625, "top5_acc": 0.98, "loss_cls": 0.55653, "loss": 0.55653, "time": 0.23121} +{"mode": "train", "epoch": 74, "iter": 2200, "lr": 0.01278, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86375, "top5_acc": 0.98, "loss_cls": 0.56982, "loss": 0.56982, "time": 0.23101} +{"mode": "train", "epoch": 74, "iter": 2300, "lr": 0.01277, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.825, "top5_acc": 0.97625, "loss_cls": 0.66895, "loss": 0.66895, "time": 0.23051} +{"mode": "val", "epoch": 74, "iter": 1184, "lr": 0.01276, "top1_acc": 0.89262, "top5_acc": 0.99012} +{"mode": "train", "epoch": 75, "iter": 100, "lr": 0.01275, "memory": 6499, "data_time": 0.16676, "top1_acc": 0.87938, "top5_acc": 0.97812, "loss_cls": 0.52445, "loss": 0.52445, "time": 0.39815} +{"mode": "train", "epoch": 75, "iter": 200, "lr": 0.01274, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86625, "top5_acc": 0.98125, "loss_cls": 0.54613, "loss": 0.54613, "time": 0.23191} +{"mode": "train", "epoch": 75, "iter": 300, "lr": 0.01273, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8825, "top5_acc": 0.9875, "loss_cls": 0.49615, "loss": 0.49615, "time": 0.23138} +{"mode": "train", "epoch": 75, "iter": 400, "lr": 0.01272, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86062, "top5_acc": 0.9775, "loss_cls": 0.57002, "loss": 0.57002, "time": 0.23319} +{"mode": "train", "epoch": 75, "iter": 500, "lr": 0.01271, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85812, "top5_acc": 0.97188, "loss_cls": 0.5963, "loss": 0.5963, "time": 0.23102} +{"mode": "train", "epoch": 75, "iter": 600, "lr": 0.0127, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.86, "top5_acc": 0.98062, "loss_cls": 0.56685, "loss": 0.56685, "time": 0.23097} +{"mode": "train", "epoch": 75, "iter": 700, "lr": 0.01268, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86, "top5_acc": 0.98562, "loss_cls": 0.55027, "loss": 0.55027, "time": 0.23089} +{"mode": "train", "epoch": 75, "iter": 800, "lr": 0.01267, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85312, "top5_acc": 0.97625, "loss_cls": 0.611, "loss": 0.611, "time": 0.23321} +{"mode": "train", "epoch": 75, "iter": 900, "lr": 0.01266, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.84562, "top5_acc": 0.97625, "loss_cls": 0.60709, "loss": 0.60709, "time": 0.23042} +{"mode": "train", "epoch": 75, "iter": 1000, "lr": 0.01265, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8475, "top5_acc": 0.98312, "loss_cls": 0.58529, "loss": 0.58529, "time": 0.22981} +{"mode": "train", "epoch": 75, "iter": 1100, "lr": 0.01264, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86625, "top5_acc": 0.98625, "loss_cls": 0.54206, "loss": 0.54206, "time": 0.23036} +{"mode": "train", "epoch": 75, "iter": 1200, "lr": 0.01263, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.85812, "top5_acc": 0.97562, "loss_cls": 0.59191, "loss": 0.59191, "time": 0.22994} +{"mode": "train", "epoch": 75, "iter": 1300, "lr": 0.01262, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.82688, "top5_acc": 0.97438, "loss_cls": 0.65357, "loss": 0.65357, "time": 0.22979} +{"mode": "train", "epoch": 75, "iter": 1400, "lr": 0.01261, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.85938, "top5_acc": 0.97812, "loss_cls": 0.56771, "loss": 0.56771, "time": 0.22925} +{"mode": "train", "epoch": 75, "iter": 1500, "lr": 0.0126, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84625, "top5_acc": 0.97812, "loss_cls": 0.60233, "loss": 0.60233, "time": 0.22951} +{"mode": "train", "epoch": 75, "iter": 1600, "lr": 0.01258, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84688, "top5_acc": 0.9775, "loss_cls": 0.5976, "loss": 0.5976, "time": 0.22988} +{"mode": "train", "epoch": 75, "iter": 1700, "lr": 0.01257, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86125, "top5_acc": 0.97875, "loss_cls": 0.57593, "loss": 0.57593, "time": 0.23007} +{"mode": "train", "epoch": 75, "iter": 1800, "lr": 0.01256, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85, "top5_acc": 0.97062, "loss_cls": 0.64514, "loss": 0.64514, "time": 0.22989} +{"mode": "train", "epoch": 75, "iter": 1900, "lr": 0.01255, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85812, "top5_acc": 0.9775, "loss_cls": 0.57933, "loss": 0.57933, "time": 0.23037} +{"mode": "train", "epoch": 75, "iter": 2000, "lr": 0.01254, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.855, "top5_acc": 0.9775, "loss_cls": 0.59787, "loss": 0.59787, "time": 0.23093} +{"mode": "train", "epoch": 75, "iter": 2100, "lr": 0.01253, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.84625, "top5_acc": 0.97938, "loss_cls": 0.60752, "loss": 0.60752, "time": 0.23125} +{"mode": "train", "epoch": 75, "iter": 2200, "lr": 0.01252, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8475, "top5_acc": 0.96938, "loss_cls": 0.61026, "loss": 0.61026, "time": 0.22994} +{"mode": "train", "epoch": 75, "iter": 2300, "lr": 0.01251, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84312, "top5_acc": 0.9825, "loss_cls": 0.60678, "loss": 0.60678, "time": 0.23253} +{"mode": "val", "epoch": 75, "iter": 1184, "lr": 0.0125, "top1_acc": 0.90424, "top5_acc": 0.99123} +{"mode": "train", "epoch": 76, "iter": 100, "lr": 0.01249, "memory": 6499, "data_time": 0.16612, "top1_acc": 0.87625, "top5_acc": 0.98688, "loss_cls": 0.50578, "loss": 0.50578, "time": 0.3963} +{"mode": "train", "epoch": 76, "iter": 200, "lr": 0.01248, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86938, "top5_acc": 0.98188, "loss_cls": 0.536, "loss": 0.536, "time": 0.22967} +{"mode": "train", "epoch": 76, "iter": 300, "lr": 0.01247, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86375, "top5_acc": 0.98062, "loss_cls": 0.53052, "loss": 0.53052, "time": 0.23112} +{"mode": "train", "epoch": 76, "iter": 400, "lr": 0.01246, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87, "top5_acc": 0.9825, "loss_cls": 0.53451, "loss": 0.53451, "time": 0.2312} +{"mode": "train", "epoch": 76, "iter": 500, "lr": 0.01244, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.855, "top5_acc": 0.9825, "loss_cls": 0.56166, "loss": 0.56166, "time": 0.23029} +{"mode": "train", "epoch": 76, "iter": 600, "lr": 0.01243, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.87, "top5_acc": 0.97875, "loss_cls": 0.52966, "loss": 0.52966, "time": 0.2302} +{"mode": "train", "epoch": 76, "iter": 700, "lr": 0.01242, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.865, "top5_acc": 0.97812, "loss_cls": 0.55105, "loss": 0.55105, "time": 0.23052} +{"mode": "train", "epoch": 76, "iter": 800, "lr": 0.01241, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.865, "top5_acc": 0.97938, "loss_cls": 0.5571, "loss": 0.5571, "time": 0.23008} +{"mode": "train", "epoch": 76, "iter": 900, "lr": 0.0124, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8675, "top5_acc": 0.97875, "loss_cls": 0.53854, "loss": 0.53854, "time": 0.23028} +{"mode": "train", "epoch": 76, "iter": 1000, "lr": 0.01239, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83688, "top5_acc": 0.975, "loss_cls": 0.62659, "loss": 0.62659, "time": 0.23201} +{"mode": "train", "epoch": 76, "iter": 1100, "lr": 0.01238, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84, "top5_acc": 0.975, "loss_cls": 0.62665, "loss": 0.62665, "time": 0.23174} +{"mode": "train", "epoch": 76, "iter": 1200, "lr": 0.01237, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86375, "top5_acc": 0.98438, "loss_cls": 0.54753, "loss": 0.54753, "time": 0.23124} +{"mode": "train", "epoch": 76, "iter": 1300, "lr": 0.01236, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.86438, "top5_acc": 0.97438, "loss_cls": 0.5654, "loss": 0.5654, "time": 0.23054} +{"mode": "train", "epoch": 76, "iter": 1400, "lr": 0.01234, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8725, "top5_acc": 0.97688, "loss_cls": 0.55241, "loss": 0.55241, "time": 0.23009} +{"mode": "train", "epoch": 76, "iter": 1500, "lr": 0.01233, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.84625, "top5_acc": 0.97688, "loss_cls": 0.60583, "loss": 0.60583, "time": 0.23075} +{"mode": "train", "epoch": 76, "iter": 1600, "lr": 0.01232, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84812, "top5_acc": 0.97688, "loss_cls": 0.59045, "loss": 0.59045, "time": 0.2303} +{"mode": "train", "epoch": 76, "iter": 1700, "lr": 0.01231, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8525, "top5_acc": 0.97688, "loss_cls": 0.56732, "loss": 0.56732, "time": 0.22994} +{"mode": "train", "epoch": 76, "iter": 1800, "lr": 0.0123, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85062, "top5_acc": 0.97875, "loss_cls": 0.58333, "loss": 0.58333, "time": 0.23026} +{"mode": "train", "epoch": 76, "iter": 1900, "lr": 0.01229, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85375, "top5_acc": 0.97688, "loss_cls": 0.59241, "loss": 0.59241, "time": 0.23152} +{"mode": "train", "epoch": 76, "iter": 2000, "lr": 0.01228, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.85625, "top5_acc": 0.985, "loss_cls": 0.5429, "loss": 0.5429, "time": 0.23147} +{"mode": "train", "epoch": 76, "iter": 2100, "lr": 0.01227, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8425, "top5_acc": 0.97625, "loss_cls": 0.61145, "loss": 0.61145, "time": 0.23046} +{"mode": "train", "epoch": 76, "iter": 2200, "lr": 0.01226, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8525, "top5_acc": 0.98062, "loss_cls": 0.59325, "loss": 0.59325, "time": 0.23062} +{"mode": "train", "epoch": 76, "iter": 2300, "lr": 0.01224, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84562, "top5_acc": 0.97062, "loss_cls": 0.60839, "loss": 0.60839, "time": 0.23158} +{"mode": "val", "epoch": 76, "iter": 1184, "lr": 0.01224, "top1_acc": 0.88184, "top5_acc": 0.99118} +{"mode": "train", "epoch": 77, "iter": 100, "lr": 0.01223, "memory": 6499, "data_time": 0.16823, "top1_acc": 0.86438, "top5_acc": 0.98312, "loss_cls": 0.52806, "loss": 0.52806, "time": 0.40029} +{"mode": "train", "epoch": 77, "iter": 200, "lr": 0.01222, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84625, "top5_acc": 0.97875, "loss_cls": 0.59688, "loss": 0.59688, "time": 0.2313} +{"mode": "train", "epoch": 77, "iter": 300, "lr": 0.0122, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86875, "top5_acc": 0.98125, "loss_cls": 0.51939, "loss": 0.51939, "time": 0.23099} +{"mode": "train", "epoch": 77, "iter": 400, "lr": 0.01219, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.87812, "top5_acc": 0.97938, "loss_cls": 0.51729, "loss": 0.51729, "time": 0.23144} +{"mode": "train", "epoch": 77, "iter": 500, "lr": 0.01218, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87062, "top5_acc": 0.98438, "loss_cls": 0.50628, "loss": 0.50628, "time": 0.23103} +{"mode": "train", "epoch": 77, "iter": 600, "lr": 0.01217, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.85688, "top5_acc": 0.97875, "loss_cls": 0.56176, "loss": 0.56176, "time": 0.23118} +{"mode": "train", "epoch": 77, "iter": 700, "lr": 0.01216, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84188, "top5_acc": 0.97938, "loss_cls": 0.61302, "loss": 0.61302, "time": 0.23082} +{"mode": "train", "epoch": 77, "iter": 800, "lr": 0.01215, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84875, "top5_acc": 0.97875, "loss_cls": 0.61073, "loss": 0.61073, "time": 0.2304} +{"mode": "train", "epoch": 77, "iter": 900, "lr": 0.01214, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84938, "top5_acc": 0.98375, "loss_cls": 0.57142, "loss": 0.57142, "time": 0.23066} +{"mode": "train", "epoch": 77, "iter": 1000, "lr": 0.01213, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86562, "top5_acc": 0.98688, "loss_cls": 0.53147, "loss": 0.53147, "time": 0.23145} +{"mode": "train", "epoch": 77, "iter": 1100, "lr": 0.01212, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8525, "top5_acc": 0.97562, "loss_cls": 0.59336, "loss": 0.59336, "time": 0.23197} +{"mode": "train", "epoch": 77, "iter": 1200, "lr": 0.0121, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.87062, "top5_acc": 0.97562, "loss_cls": 0.53172, "loss": 0.53172, "time": 0.2323} +{"mode": "train", "epoch": 77, "iter": 1300, "lr": 0.01209, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86438, "top5_acc": 0.97938, "loss_cls": 0.52234, "loss": 0.52234, "time": 0.23191} +{"mode": "train", "epoch": 77, "iter": 1400, "lr": 0.01208, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86438, "top5_acc": 0.98188, "loss_cls": 0.51451, "loss": 0.51451, "time": 0.23171} +{"mode": "train", "epoch": 77, "iter": 1500, "lr": 0.01207, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8675, "top5_acc": 0.985, "loss_cls": 0.52575, "loss": 0.52575, "time": 0.23208} +{"mode": "train", "epoch": 77, "iter": 1600, "lr": 0.01206, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84312, "top5_acc": 0.97438, "loss_cls": 0.62655, "loss": 0.62655, "time": 0.2314} +{"mode": "train", "epoch": 77, "iter": 1700, "lr": 0.01205, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84688, "top5_acc": 0.97625, "loss_cls": 0.58353, "loss": 0.58353, "time": 0.23076} +{"mode": "train", "epoch": 77, "iter": 1800, "lr": 0.01204, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.85375, "top5_acc": 0.9775, "loss_cls": 0.5809, "loss": 0.5809, "time": 0.23062} +{"mode": "train", "epoch": 77, "iter": 1900, "lr": 0.01203, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.85188, "top5_acc": 0.97625, "loss_cls": 0.61486, "loss": 0.61486, "time": 0.23112} +{"mode": "train", "epoch": 77, "iter": 2000, "lr": 0.01202, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.86062, "top5_acc": 0.98188, "loss_cls": 0.52606, "loss": 0.52606, "time": 0.23072} +{"mode": "train", "epoch": 77, "iter": 2100, "lr": 0.012, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.88125, "top5_acc": 0.97625, "loss_cls": 0.54363, "loss": 0.54363, "time": 0.2305} +{"mode": "train", "epoch": 77, "iter": 2200, "lr": 0.01199, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.85062, "top5_acc": 0.98312, "loss_cls": 0.59421, "loss": 0.59421, "time": 0.2302} +{"mode": "train", "epoch": 77, "iter": 2300, "lr": 0.01198, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.84688, "top5_acc": 0.97625, "loss_cls": 0.61855, "loss": 0.61855, "time": 0.2305} +{"mode": "val", "epoch": 77, "iter": 1184, "lr": 0.01198, "top1_acc": 0.88274, "top5_acc": 0.98996} +{"mode": "train", "epoch": 78, "iter": 100, "lr": 0.01197, "memory": 6499, "data_time": 0.16469, "top1_acc": 0.86375, "top5_acc": 0.98312, "loss_cls": 0.54089, "loss": 0.54089, "time": 0.39461} +{"mode": "train", "epoch": 78, "iter": 200, "lr": 0.01195, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88125, "top5_acc": 0.98438, "loss_cls": 0.49392, "loss": 0.49392, "time": 0.23285} +{"mode": "train", "epoch": 78, "iter": 300, "lr": 0.01194, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86375, "top5_acc": 0.97688, "loss_cls": 0.56134, "loss": 0.56134, "time": 0.23158} +{"mode": "train", "epoch": 78, "iter": 400, "lr": 0.01193, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85438, "top5_acc": 0.98125, "loss_cls": 0.57847, "loss": 0.57847, "time": 0.23114} +{"mode": "train", "epoch": 78, "iter": 500, "lr": 0.01192, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84812, "top5_acc": 0.97812, "loss_cls": 0.59332, "loss": 0.59332, "time": 0.2311} +{"mode": "train", "epoch": 78, "iter": 600, "lr": 0.01191, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85688, "top5_acc": 0.97625, "loss_cls": 0.56049, "loss": 0.56049, "time": 0.23264} +{"mode": "train", "epoch": 78, "iter": 700, "lr": 0.0119, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86312, "top5_acc": 0.97812, "loss_cls": 0.56073, "loss": 0.56073, "time": 0.23142} +{"mode": "train", "epoch": 78, "iter": 800, "lr": 0.01189, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85438, "top5_acc": 0.97812, "loss_cls": 0.58186, "loss": 0.58186, "time": 0.23222} +{"mode": "train", "epoch": 78, "iter": 900, "lr": 0.01188, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87312, "top5_acc": 0.98938, "loss_cls": 0.50784, "loss": 0.50784, "time": 0.23079} +{"mode": "train", "epoch": 78, "iter": 1000, "lr": 0.01187, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87125, "top5_acc": 0.9775, "loss_cls": 0.52369, "loss": 0.52369, "time": 0.22998} +{"mode": "train", "epoch": 78, "iter": 1100, "lr": 0.01185, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86938, "top5_acc": 0.98375, "loss_cls": 0.50334, "loss": 0.50334, "time": 0.22982} +{"mode": "train", "epoch": 78, "iter": 1200, "lr": 0.01184, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.84625, "top5_acc": 0.97812, "loss_cls": 0.59762, "loss": 0.59762, "time": 0.22995} +{"mode": "train", "epoch": 78, "iter": 1300, "lr": 0.01183, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87812, "top5_acc": 0.9825, "loss_cls": 0.52265, "loss": 0.52265, "time": 0.23027} +{"mode": "train", "epoch": 78, "iter": 1400, "lr": 0.01182, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85938, "top5_acc": 0.97938, "loss_cls": 0.56351, "loss": 0.56351, "time": 0.23032} +{"mode": "train", "epoch": 78, "iter": 1500, "lr": 0.01181, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84812, "top5_acc": 0.97875, "loss_cls": 0.60521, "loss": 0.60521, "time": 0.23033} +{"mode": "train", "epoch": 78, "iter": 1600, "lr": 0.0118, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.85875, "top5_acc": 0.97875, "loss_cls": 0.56236, "loss": 0.56236, "time": 0.23025} +{"mode": "train", "epoch": 78, "iter": 1700, "lr": 0.01179, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85938, "top5_acc": 0.97562, "loss_cls": 0.57543, "loss": 0.57543, "time": 0.23033} +{"mode": "train", "epoch": 78, "iter": 1800, "lr": 0.01178, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.84625, "top5_acc": 0.97812, "loss_cls": 0.59448, "loss": 0.59448, "time": 0.23092} +{"mode": "train", "epoch": 78, "iter": 1900, "lr": 0.01177, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86562, "top5_acc": 0.98062, "loss_cls": 0.52634, "loss": 0.52634, "time": 0.23073} +{"mode": "train", "epoch": 78, "iter": 2000, "lr": 0.01175, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.87438, "top5_acc": 0.9825, "loss_cls": 0.52161, "loss": 0.52161, "time": 0.23243} +{"mode": "train", "epoch": 78, "iter": 2100, "lr": 0.01174, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86188, "top5_acc": 0.98125, "loss_cls": 0.55565, "loss": 0.55565, "time": 0.23159} +{"mode": "train", "epoch": 78, "iter": 2200, "lr": 0.01173, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86438, "top5_acc": 0.98125, "loss_cls": 0.55936, "loss": 0.55936, "time": 0.23085} +{"mode": "train", "epoch": 78, "iter": 2300, "lr": 0.01172, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86625, "top5_acc": 0.9825, "loss_cls": 0.54527, "loss": 0.54527, "time": 0.23} +{"mode": "val", "epoch": 78, "iter": 1184, "lr": 0.01172, "top1_acc": 0.87349, "top5_acc": 0.98616} +{"mode": "train", "epoch": 79, "iter": 100, "lr": 0.0117, "memory": 6499, "data_time": 0.17259, "top1_acc": 0.87375, "top5_acc": 0.98188, "loss_cls": 0.51921, "loss": 0.51921, "time": 0.40305} +{"mode": "train", "epoch": 79, "iter": 200, "lr": 0.01169, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86875, "top5_acc": 0.98625, "loss_cls": 0.52762, "loss": 0.52762, "time": 0.23057} +{"mode": "train", "epoch": 79, "iter": 300, "lr": 0.01168, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.885, "top5_acc": 0.985, "loss_cls": 0.48056, "loss": 0.48056, "time": 0.23089} +{"mode": "train", "epoch": 79, "iter": 400, "lr": 0.01167, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86062, "top5_acc": 0.98625, "loss_cls": 0.54426, "loss": 0.54426, "time": 0.23159} +{"mode": "train", "epoch": 79, "iter": 500, "lr": 0.01166, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.85312, "top5_acc": 0.98312, "loss_cls": 0.56555, "loss": 0.56555, "time": 0.23235} +{"mode": "train", "epoch": 79, "iter": 600, "lr": 0.01165, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.88125, "top5_acc": 0.98188, "loss_cls": 0.50275, "loss": 0.50275, "time": 0.23192} +{"mode": "train", "epoch": 79, "iter": 700, "lr": 0.01164, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8725, "top5_acc": 0.98375, "loss_cls": 0.53742, "loss": 0.53742, "time": 0.23315} +{"mode": "train", "epoch": 79, "iter": 800, "lr": 0.01163, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87312, "top5_acc": 0.98438, "loss_cls": 0.52399, "loss": 0.52399, "time": 0.23254} +{"mode": "train", "epoch": 79, "iter": 900, "lr": 0.01162, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85562, "top5_acc": 0.98438, "loss_cls": 0.53278, "loss": 0.53278, "time": 0.23121} +{"mode": "train", "epoch": 79, "iter": 1000, "lr": 0.0116, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84812, "top5_acc": 0.98625, "loss_cls": 0.59329, "loss": 0.59329, "time": 0.23129} +{"mode": "train", "epoch": 79, "iter": 1100, "lr": 0.01159, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.85438, "top5_acc": 0.98188, "loss_cls": 0.59879, "loss": 0.59879, "time": 0.23104} +{"mode": "train", "epoch": 79, "iter": 1200, "lr": 0.01158, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8625, "top5_acc": 0.9775, "loss_cls": 0.55539, "loss": 0.55539, "time": 0.23071} +{"mode": "train", "epoch": 79, "iter": 1300, "lr": 0.01157, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86938, "top5_acc": 0.97875, "loss_cls": 0.53819, "loss": 0.53819, "time": 0.23102} +{"mode": "train", "epoch": 79, "iter": 1400, "lr": 0.01156, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8675, "top5_acc": 0.98125, "loss_cls": 0.54731, "loss": 0.54731, "time": 0.23097} +{"mode": "train", "epoch": 79, "iter": 1500, "lr": 0.01155, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8575, "top5_acc": 0.98062, "loss_cls": 0.58925, "loss": 0.58925, "time": 0.2308} +{"mode": "train", "epoch": 79, "iter": 1600, "lr": 0.01154, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8575, "top5_acc": 0.97625, "loss_cls": 0.57257, "loss": 0.57257, "time": 0.23078} +{"mode": "train", "epoch": 79, "iter": 1700, "lr": 0.01153, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.85688, "top5_acc": 0.97938, "loss_cls": 0.55641, "loss": 0.55641, "time": 0.23233} +{"mode": "train", "epoch": 79, "iter": 1800, "lr": 0.01152, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.85375, "top5_acc": 0.9825, "loss_cls": 0.56538, "loss": 0.56538, "time": 0.23052} +{"mode": "train", "epoch": 79, "iter": 1900, "lr": 0.0115, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.87438, "top5_acc": 0.9775, "loss_cls": 0.54188, "loss": 0.54188, "time": 0.23098} +{"mode": "train", "epoch": 79, "iter": 2000, "lr": 0.01149, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.87312, "top5_acc": 0.98062, "loss_cls": 0.54474, "loss": 0.54474, "time": 0.23086} +{"mode": "train", "epoch": 79, "iter": 2100, "lr": 0.01148, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.84312, "top5_acc": 0.97938, "loss_cls": 0.61339, "loss": 0.61339, "time": 0.23212} +{"mode": "train", "epoch": 79, "iter": 2200, "lr": 0.01147, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86688, "top5_acc": 0.98125, "loss_cls": 0.55943, "loss": 0.55943, "time": 0.23244} +{"mode": "train", "epoch": 79, "iter": 2300, "lr": 0.01146, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86688, "top5_acc": 0.98438, "loss_cls": 0.5506, "loss": 0.5506, "time": 0.23239} +{"mode": "val", "epoch": 79, "iter": 1184, "lr": 0.01145, "top1_acc": 0.90751, "top5_acc": 0.99208} +{"mode": "train", "epoch": 80, "iter": 100, "lr": 0.01144, "memory": 6499, "data_time": 0.17015, "top1_acc": 0.86188, "top5_acc": 0.97938, "loss_cls": 0.55398, "loss": 0.55398, "time": 0.39978} +{"mode": "train", "epoch": 80, "iter": 200, "lr": 0.01143, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.865, "top5_acc": 0.985, "loss_cls": 0.5167, "loss": 0.5167, "time": 0.23008} +{"mode": "train", "epoch": 80, "iter": 300, "lr": 0.01142, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.85812, "top5_acc": 0.98625, "loss_cls": 0.54952, "loss": 0.54952, "time": 0.22985} +{"mode": "train", "epoch": 80, "iter": 400, "lr": 0.01141, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.855, "top5_acc": 0.97688, "loss_cls": 0.57325, "loss": 0.57325, "time": 0.23067} +{"mode": "train", "epoch": 80, "iter": 500, "lr": 0.0114, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87688, "top5_acc": 0.98125, "loss_cls": 0.49822, "loss": 0.49822, "time": 0.23021} +{"mode": "train", "epoch": 80, "iter": 600, "lr": 0.01139, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86438, "top5_acc": 0.98062, "loss_cls": 0.52815, "loss": 0.52815, "time": 0.2302} +{"mode": "train", "epoch": 80, "iter": 700, "lr": 0.01138, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87812, "top5_acc": 0.98375, "loss_cls": 0.49824, "loss": 0.49824, "time": 0.23086} +{"mode": "train", "epoch": 80, "iter": 800, "lr": 0.01137, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85312, "top5_acc": 0.9725, "loss_cls": 0.59938, "loss": 0.59938, "time": 0.23082} +{"mode": "train", "epoch": 80, "iter": 900, "lr": 0.01135, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.88375, "top5_acc": 0.985, "loss_cls": 0.49757, "loss": 0.49757, "time": 0.23058} +{"mode": "train", "epoch": 80, "iter": 1000, "lr": 0.01134, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87, "top5_acc": 0.9825, "loss_cls": 0.49002, "loss": 0.49002, "time": 0.23089} +{"mode": "train", "epoch": 80, "iter": 1100, "lr": 0.01133, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.85812, "top5_acc": 0.98375, "loss_cls": 0.56516, "loss": 0.56516, "time": 0.23} +{"mode": "train", "epoch": 80, "iter": 1200, "lr": 0.01132, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84688, "top5_acc": 0.98, "loss_cls": 0.58852, "loss": 0.58852, "time": 0.22966} +{"mode": "train", "epoch": 80, "iter": 1300, "lr": 0.01131, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86688, "top5_acc": 0.98062, "loss_cls": 0.53929, "loss": 0.53929, "time": 0.23045} +{"mode": "train", "epoch": 80, "iter": 1400, "lr": 0.0113, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86312, "top5_acc": 0.97938, "loss_cls": 0.5624, "loss": 0.5624, "time": 0.23029} +{"mode": "train", "epoch": 80, "iter": 1500, "lr": 0.01129, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8525, "top5_acc": 0.97562, "loss_cls": 0.60906, "loss": 0.60906, "time": 0.23198} +{"mode": "train", "epoch": 80, "iter": 1600, "lr": 0.01128, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.865, "top5_acc": 0.97938, "loss_cls": 0.55693, "loss": 0.55693, "time": 0.23168} +{"mode": "train", "epoch": 80, "iter": 1700, "lr": 0.01127, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.86062, "top5_acc": 0.98, "loss_cls": 0.55751, "loss": 0.55751, "time": 0.23152} +{"mode": "train", "epoch": 80, "iter": 1800, "lr": 0.01125, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8575, "top5_acc": 0.97625, "loss_cls": 0.57179, "loss": 0.57179, "time": 0.2306} +{"mode": "train", "epoch": 80, "iter": 1900, "lr": 0.01124, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86625, "top5_acc": 0.98062, "loss_cls": 0.5346, "loss": 0.5346, "time": 0.23075} +{"mode": "train", "epoch": 80, "iter": 2000, "lr": 0.01123, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87188, "top5_acc": 0.9825, "loss_cls": 0.52144, "loss": 0.52144, "time": 0.23077} +{"mode": "train", "epoch": 80, "iter": 2100, "lr": 0.01122, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.85188, "top5_acc": 0.97938, "loss_cls": 0.58415, "loss": 0.58415, "time": 0.23042} +{"mode": "train", "epoch": 80, "iter": 2200, "lr": 0.01121, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.85875, "top5_acc": 0.97812, "loss_cls": 0.56467, "loss": 0.56467, "time": 0.23013} +{"mode": "train", "epoch": 80, "iter": 2300, "lr": 0.0112, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86188, "top5_acc": 0.9775, "loss_cls": 0.5729, "loss": 0.5729, "time": 0.22984} +{"mode": "val", "epoch": 80, "iter": 1184, "lr": 0.01119, "top1_acc": 0.90043, "top5_acc": 0.99028} +{"mode": "train", "epoch": 81, "iter": 100, "lr": 0.01118, "memory": 6499, "data_time": 0.16892, "top1_acc": 0.87125, "top5_acc": 0.97938, "loss_cls": 0.5019, "loss": 0.5019, "time": 0.40006} +{"mode": "train", "epoch": 81, "iter": 200, "lr": 0.01117, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85188, "top5_acc": 0.9825, "loss_cls": 0.5314, "loss": 0.5314, "time": 0.23046} +{"mode": "train", "epoch": 81, "iter": 300, "lr": 0.01116, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87688, "top5_acc": 0.97375, "loss_cls": 0.54151, "loss": 0.54151, "time": 0.23072} +{"mode": "train", "epoch": 81, "iter": 400, "lr": 0.01115, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.88375, "top5_acc": 0.98062, "loss_cls": 0.48652, "loss": 0.48652, "time": 0.23108} +{"mode": "train", "epoch": 81, "iter": 500, "lr": 0.01114, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86938, "top5_acc": 0.98312, "loss_cls": 0.52428, "loss": 0.52428, "time": 0.22981} +{"mode": "train", "epoch": 81, "iter": 600, "lr": 0.01113, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8825, "top5_acc": 0.98938, "loss_cls": 0.47549, "loss": 0.47549, "time": 0.23047} +{"mode": "train", "epoch": 81, "iter": 700, "lr": 0.01112, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86812, "top5_acc": 0.98188, "loss_cls": 0.53175, "loss": 0.53175, "time": 0.23019} +{"mode": "train", "epoch": 81, "iter": 800, "lr": 0.01111, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.86938, "top5_acc": 0.98438, "loss_cls": 0.52331, "loss": 0.52331, "time": 0.23015} +{"mode": "train", "epoch": 81, "iter": 900, "lr": 0.01109, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86375, "top5_acc": 0.98312, "loss_cls": 0.53465, "loss": 0.53465, "time": 0.23067} +{"mode": "train", "epoch": 81, "iter": 1000, "lr": 0.01108, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86, "top5_acc": 0.98, "loss_cls": 0.55644, "loss": 0.55644, "time": 0.23027} +{"mode": "train", "epoch": 81, "iter": 1100, "lr": 0.01107, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86062, "top5_acc": 0.98812, "loss_cls": 0.51606, "loss": 0.51606, "time": 0.23118} +{"mode": "train", "epoch": 81, "iter": 1200, "lr": 0.01106, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.84688, "top5_acc": 0.97312, "loss_cls": 0.61863, "loss": 0.61863, "time": 0.23057} +{"mode": "train", "epoch": 81, "iter": 1300, "lr": 0.01105, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87062, "top5_acc": 0.98188, "loss_cls": 0.50819, "loss": 0.50819, "time": 0.22974} +{"mode": "train", "epoch": 81, "iter": 1400, "lr": 0.01104, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.85625, "top5_acc": 0.97625, "loss_cls": 0.58316, "loss": 0.58316, "time": 0.22971} +{"mode": "train", "epoch": 81, "iter": 1500, "lr": 0.01103, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86125, "top5_acc": 0.98125, "loss_cls": 0.54357, "loss": 0.54357, "time": 0.22977} +{"mode": "train", "epoch": 81, "iter": 1600, "lr": 0.01102, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8625, "top5_acc": 0.98188, "loss_cls": 0.53291, "loss": 0.53291, "time": 0.23077} +{"mode": "train", "epoch": 81, "iter": 1700, "lr": 0.01101, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.86938, "top5_acc": 0.98125, "loss_cls": 0.53016, "loss": 0.53016, "time": 0.2304} +{"mode": "train", "epoch": 81, "iter": 1800, "lr": 0.01099, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85125, "top5_acc": 0.97938, "loss_cls": 0.59016, "loss": 0.59016, "time": 0.23154} +{"mode": "train", "epoch": 81, "iter": 1900, "lr": 0.01098, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85, "top5_acc": 0.97312, "loss_cls": 0.59811, "loss": 0.59811, "time": 0.23076} +{"mode": "train", "epoch": 81, "iter": 2000, "lr": 0.01097, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8575, "top5_acc": 0.98062, "loss_cls": 0.55351, "loss": 0.55351, "time": 0.22962} +{"mode": "train", "epoch": 81, "iter": 2100, "lr": 0.01096, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.85375, "top5_acc": 0.97938, "loss_cls": 0.56987, "loss": 0.56987, "time": 0.22931} +{"mode": "train", "epoch": 81, "iter": 2200, "lr": 0.01095, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87625, "top5_acc": 0.9875, "loss_cls": 0.50197, "loss": 0.50197, "time": 0.22915} +{"mode": "train", "epoch": 81, "iter": 2300, "lr": 0.01094, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87438, "top5_acc": 0.98625, "loss_cls": 0.5196, "loss": 0.5196, "time": 0.22937} +{"mode": "val", "epoch": 81, "iter": 1184, "lr": 0.01093, "top1_acc": 0.89742, "top5_acc": 0.99197} +{"mode": "train", "epoch": 82, "iter": 100, "lr": 0.01092, "memory": 6499, "data_time": 0.1668, "top1_acc": 0.88312, "top5_acc": 0.985, "loss_cls": 0.46829, "loss": 0.46829, "time": 0.39736} +{"mode": "train", "epoch": 82, "iter": 200, "lr": 0.01091, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87688, "top5_acc": 0.98062, "loss_cls": 0.51367, "loss": 0.51367, "time": 0.23034} +{"mode": "train", "epoch": 82, "iter": 300, "lr": 0.0109, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88438, "top5_acc": 0.9825, "loss_cls": 0.49401, "loss": 0.49401, "time": 0.23041} +{"mode": "train", "epoch": 82, "iter": 400, "lr": 0.01089, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8775, "top5_acc": 0.97938, "loss_cls": 0.52368, "loss": 0.52368, "time": 0.23001} +{"mode": "train", "epoch": 82, "iter": 500, "lr": 0.01088, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.855, "top5_acc": 0.98062, "loss_cls": 0.55971, "loss": 0.55971, "time": 0.23004} +{"mode": "train", "epoch": 82, "iter": 600, "lr": 0.01087, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.87625, "top5_acc": 0.98812, "loss_cls": 0.48293, "loss": 0.48293, "time": 0.22985} +{"mode": "train", "epoch": 82, "iter": 700, "lr": 0.01086, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87625, "top5_acc": 0.98812, "loss_cls": 0.46969, "loss": 0.46969, "time": 0.23057} +{"mode": "train", "epoch": 82, "iter": 800, "lr": 0.01085, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87875, "top5_acc": 0.985, "loss_cls": 0.5005, "loss": 0.5005, "time": 0.23067} +{"mode": "train", "epoch": 82, "iter": 900, "lr": 0.01083, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.8675, "top5_acc": 0.98562, "loss_cls": 0.51409, "loss": 0.51409, "time": 0.23021} +{"mode": "train", "epoch": 82, "iter": 1000, "lr": 0.01082, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.87312, "top5_acc": 0.985, "loss_cls": 0.51098, "loss": 0.51098, "time": 0.23187} +{"mode": "train", "epoch": 82, "iter": 1100, "lr": 0.01081, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86, "top5_acc": 0.97688, "loss_cls": 0.594, "loss": 0.594, "time": 0.23061} +{"mode": "train", "epoch": 82, "iter": 1200, "lr": 0.0108, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87688, "top5_acc": 0.98188, "loss_cls": 0.51881, "loss": 0.51881, "time": 0.23027} +{"mode": "train", "epoch": 82, "iter": 1300, "lr": 0.01079, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.88375, "top5_acc": 0.98688, "loss_cls": 0.47913, "loss": 0.47913, "time": 0.22996} +{"mode": "train", "epoch": 82, "iter": 1400, "lr": 0.01078, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8825, "top5_acc": 0.9825, "loss_cls": 0.50512, "loss": 0.50512, "time": 0.22997} +{"mode": "train", "epoch": 82, "iter": 1500, "lr": 0.01077, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.85812, "top5_acc": 0.975, "loss_cls": 0.57105, "loss": 0.57105, "time": 0.22967} +{"mode": "train", "epoch": 82, "iter": 1600, "lr": 0.01076, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8625, "top5_acc": 0.97875, "loss_cls": 0.56204, "loss": 0.56204, "time": 0.23027} +{"mode": "train", "epoch": 82, "iter": 1700, "lr": 0.01075, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.85812, "top5_acc": 0.97625, "loss_cls": 0.5731, "loss": 0.5731, "time": 0.23015} +{"mode": "train", "epoch": 82, "iter": 1800, "lr": 0.01073, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86125, "top5_acc": 0.97938, "loss_cls": 0.55706, "loss": 0.55706, "time": 0.23003} +{"mode": "train", "epoch": 82, "iter": 1900, "lr": 0.01072, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87125, "top5_acc": 0.98375, "loss_cls": 0.51537, "loss": 0.51537, "time": 0.22986} +{"mode": "train", "epoch": 82, "iter": 2000, "lr": 0.01071, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86125, "top5_acc": 0.97438, "loss_cls": 0.53365, "loss": 0.53365, "time": 0.22978} +{"mode": "train", "epoch": 82, "iter": 2100, "lr": 0.0107, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86562, "top5_acc": 0.98438, "loss_cls": 0.51624, "loss": 0.51624, "time": 0.23026} +{"mode": "train", "epoch": 82, "iter": 2200, "lr": 0.01069, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.88, "top5_acc": 0.98438, "loss_cls": 0.51736, "loss": 0.51736, "time": 0.23045} +{"mode": "train", "epoch": 82, "iter": 2300, "lr": 0.01068, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8575, "top5_acc": 0.9725, "loss_cls": 0.58225, "loss": 0.58225, "time": 0.23059} +{"mode": "val", "epoch": 82, "iter": 1184, "lr": 0.01067, "top1_acc": 0.88971, "top5_acc": 0.99007} +{"mode": "train", "epoch": 83, "iter": 100, "lr": 0.01066, "memory": 6499, "data_time": 0.16948, "top1_acc": 0.86312, "top5_acc": 0.98, "loss_cls": 0.54927, "loss": 0.54927, "time": 0.39956} +{"mode": "train", "epoch": 83, "iter": 200, "lr": 0.01065, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88, "top5_acc": 0.985, "loss_cls": 0.49337, "loss": 0.49337, "time": 0.23087} +{"mode": "train", "epoch": 83, "iter": 300, "lr": 0.01064, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.88375, "top5_acc": 0.98688, "loss_cls": 0.4917, "loss": 0.4917, "time": 0.2305} +{"mode": "train", "epoch": 83, "iter": 400, "lr": 0.01063, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87625, "top5_acc": 0.98562, "loss_cls": 0.49518, "loss": 0.49518, "time": 0.2308} +{"mode": "train", "epoch": 83, "iter": 500, "lr": 0.01062, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.85625, "top5_acc": 0.98125, "loss_cls": 0.54945, "loss": 0.54945, "time": 0.23093} +{"mode": "train", "epoch": 83, "iter": 600, "lr": 0.01061, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87188, "top5_acc": 0.98312, "loss_cls": 0.50272, "loss": 0.50272, "time": 0.231} +{"mode": "train", "epoch": 83, "iter": 700, "lr": 0.0106, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87, "top5_acc": 0.97875, "loss_cls": 0.53062, "loss": 0.53062, "time": 0.23106} +{"mode": "train", "epoch": 83, "iter": 800, "lr": 0.01059, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8525, "top5_acc": 0.98375, "loss_cls": 0.55283, "loss": 0.55283, "time": 0.23169} +{"mode": "train", "epoch": 83, "iter": 900, "lr": 0.01058, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87, "top5_acc": 0.98438, "loss_cls": 0.51631, "loss": 0.51631, "time": 0.23138} +{"mode": "train", "epoch": 83, "iter": 1000, "lr": 0.01056, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87125, "top5_acc": 0.98, "loss_cls": 0.51812, "loss": 0.51812, "time": 0.23199} +{"mode": "train", "epoch": 83, "iter": 1100, "lr": 0.01055, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.88438, "top5_acc": 0.9825, "loss_cls": 0.46149, "loss": 0.46149, "time": 0.22987} +{"mode": "train", "epoch": 83, "iter": 1200, "lr": 0.01054, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.87625, "top5_acc": 0.98625, "loss_cls": 0.49496, "loss": 0.49496, "time": 0.23016} +{"mode": "train", "epoch": 83, "iter": 1300, "lr": 0.01053, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.865, "top5_acc": 0.97938, "loss_cls": 0.56678, "loss": 0.56678, "time": 0.23025} +{"mode": "train", "epoch": 83, "iter": 1400, "lr": 0.01052, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.86, "top5_acc": 0.98312, "loss_cls": 0.54758, "loss": 0.54758, "time": 0.23006} +{"mode": "train", "epoch": 83, "iter": 1500, "lr": 0.01051, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.85625, "top5_acc": 0.98062, "loss_cls": 0.55401, "loss": 0.55401, "time": 0.23037} +{"mode": "train", "epoch": 83, "iter": 1600, "lr": 0.0105, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.87375, "top5_acc": 0.98188, "loss_cls": 0.51714, "loss": 0.51714, "time": 0.23138} +{"mode": "train", "epoch": 83, "iter": 1700, "lr": 0.01049, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87812, "top5_acc": 0.98438, "loss_cls": 0.49272, "loss": 0.49272, "time": 0.23042} +{"mode": "train", "epoch": 83, "iter": 1800, "lr": 0.01048, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.89312, "top5_acc": 0.98312, "loss_cls": 0.45377, "loss": 0.45377, "time": 0.22968} +{"mode": "train", "epoch": 83, "iter": 1900, "lr": 0.01047, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86, "top5_acc": 0.9825, "loss_cls": 0.54749, "loss": 0.54749, "time": 0.22973} +{"mode": "train", "epoch": 83, "iter": 2000, "lr": 0.01045, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86938, "top5_acc": 0.98188, "loss_cls": 0.50891, "loss": 0.50891, "time": 0.22971} +{"mode": "train", "epoch": 83, "iter": 2100, "lr": 0.01044, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.85125, "top5_acc": 0.98562, "loss_cls": 0.58116, "loss": 0.58116, "time": 0.23003} +{"mode": "train", "epoch": 83, "iter": 2200, "lr": 0.01043, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87062, "top5_acc": 0.98125, "loss_cls": 0.54407, "loss": 0.54407, "time": 0.23097} +{"mode": "train", "epoch": 83, "iter": 2300, "lr": 0.01042, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.86312, "top5_acc": 0.97938, "loss_cls": 0.53815, "loss": 0.53815, "time": 0.23015} +{"mode": "val", "epoch": 83, "iter": 1184, "lr": 0.01042, "top1_acc": 0.898, "top5_acc": 0.99086} +{"mode": "train", "epoch": 84, "iter": 100, "lr": 0.0104, "memory": 6499, "data_time": 0.16895, "top1_acc": 0.87375, "top5_acc": 0.98562, "loss_cls": 0.50111, "loss": 0.50111, "time": 0.40052} +{"mode": "train", "epoch": 84, "iter": 200, "lr": 0.01039, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87125, "top5_acc": 0.98375, "loss_cls": 0.52048, "loss": 0.52048, "time": 0.23137} +{"mode": "train", "epoch": 84, "iter": 300, "lr": 0.01038, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8775, "top5_acc": 0.98125, "loss_cls": 0.47961, "loss": 0.47961, "time": 0.23114} +{"mode": "train", "epoch": 84, "iter": 400, "lr": 0.01037, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87688, "top5_acc": 0.98688, "loss_cls": 0.47315, "loss": 0.47315, "time": 0.23107} +{"mode": "train", "epoch": 84, "iter": 500, "lr": 0.01036, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87938, "top5_acc": 0.97812, "loss_cls": 0.51804, "loss": 0.51804, "time": 0.2311} +{"mode": "train", "epoch": 84, "iter": 600, "lr": 0.01035, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87812, "top5_acc": 0.985, "loss_cls": 0.5017, "loss": 0.5017, "time": 0.23035} +{"mode": "train", "epoch": 84, "iter": 700, "lr": 0.01034, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87, "top5_acc": 0.98562, "loss_cls": 0.51435, "loss": 0.51435, "time": 0.23032} +{"mode": "train", "epoch": 84, "iter": 800, "lr": 0.01033, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.85188, "top5_acc": 0.97812, "loss_cls": 0.54122, "loss": 0.54122, "time": 0.23021} +{"mode": "train", "epoch": 84, "iter": 900, "lr": 0.01032, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8775, "top5_acc": 0.98188, "loss_cls": 0.49216, "loss": 0.49216, "time": 0.23062} +{"mode": "train", "epoch": 84, "iter": 1000, "lr": 0.01031, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.88188, "top5_acc": 0.98438, "loss_cls": 0.46923, "loss": 0.46923, "time": 0.23045} +{"mode": "train", "epoch": 84, "iter": 1100, "lr": 0.01029, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86188, "top5_acc": 0.97688, "loss_cls": 0.5612, "loss": 0.5612, "time": 0.2304} +{"mode": "train", "epoch": 84, "iter": 1200, "lr": 0.01028, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88375, "top5_acc": 0.98375, "loss_cls": 0.47572, "loss": 0.47572, "time": 0.23166} +{"mode": "train", "epoch": 84, "iter": 1300, "lr": 0.01027, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85125, "top5_acc": 0.97875, "loss_cls": 0.57548, "loss": 0.57548, "time": 0.2307} +{"mode": "train", "epoch": 84, "iter": 1400, "lr": 0.01026, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86938, "top5_acc": 0.98375, "loss_cls": 0.5068, "loss": 0.5068, "time": 0.23055} +{"mode": "train", "epoch": 84, "iter": 1500, "lr": 0.01025, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8625, "top5_acc": 0.97375, "loss_cls": 0.55145, "loss": 0.55145, "time": 0.23003} +{"mode": "train", "epoch": 84, "iter": 1600, "lr": 0.01024, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.86312, "top5_acc": 0.98375, "loss_cls": 0.52451, "loss": 0.52451, "time": 0.23} +{"mode": "train", "epoch": 84, "iter": 1700, "lr": 0.01023, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.85312, "top5_acc": 0.98375, "loss_cls": 0.55125, "loss": 0.55125, "time": 0.22981} +{"mode": "train", "epoch": 84, "iter": 1800, "lr": 0.01022, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.87312, "top5_acc": 0.98688, "loss_cls": 0.49781, "loss": 0.49781, "time": 0.23} +{"mode": "train", "epoch": 84, "iter": 1900, "lr": 0.01021, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.88, "top5_acc": 0.98062, "loss_cls": 0.49537, "loss": 0.49537, "time": 0.23093} +{"mode": "train", "epoch": 84, "iter": 2000, "lr": 0.0102, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87312, "top5_acc": 0.98188, "loss_cls": 0.526, "loss": 0.526, "time": 0.23103} +{"mode": "train", "epoch": 84, "iter": 2100, "lr": 0.01019, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86375, "top5_acc": 0.98125, "loss_cls": 0.53573, "loss": 0.53573, "time": 0.23064} +{"mode": "train", "epoch": 84, "iter": 2200, "lr": 0.01017, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.86625, "top5_acc": 0.98125, "loss_cls": 0.51782, "loss": 0.51782, "time": 0.22971} +{"mode": "train", "epoch": 84, "iter": 2300, "lr": 0.01016, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.83812, "top5_acc": 0.98188, "loss_cls": 0.60205, "loss": 0.60205, "time": 0.23118} +{"mode": "val", "epoch": 84, "iter": 1184, "lr": 0.01016, "top1_acc": 0.90392, "top5_acc": 0.99245} +{"mode": "train", "epoch": 85, "iter": 100, "lr": 0.01015, "memory": 6499, "data_time": 0.17214, "top1_acc": 0.88875, "top5_acc": 0.98625, "loss_cls": 0.45243, "loss": 0.45243, "time": 0.40485} +{"mode": "train", "epoch": 85, "iter": 200, "lr": 0.01014, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.88562, "top5_acc": 0.98875, "loss_cls": 0.44716, "loss": 0.44716, "time": 0.23066} +{"mode": "train", "epoch": 85, "iter": 300, "lr": 0.01013, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89, "top5_acc": 0.98625, "loss_cls": 0.4475, "loss": 0.4475, "time": 0.23101} +{"mode": "train", "epoch": 85, "iter": 400, "lr": 0.01011, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89, "top5_acc": 0.98438, "loss_cls": 0.4843, "loss": 0.4843, "time": 0.23093} +{"mode": "train", "epoch": 85, "iter": 500, "lr": 0.0101, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.88188, "top5_acc": 0.99, "loss_cls": 0.45529, "loss": 0.45529, "time": 0.23005} +{"mode": "train", "epoch": 85, "iter": 600, "lr": 0.01009, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.88688, "top5_acc": 0.98312, "loss_cls": 0.48096, "loss": 0.48096, "time": 0.22982} +{"mode": "train", "epoch": 85, "iter": 700, "lr": 0.01008, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.88938, "top5_acc": 0.98188, "loss_cls": 0.47732, "loss": 0.47732, "time": 0.23127} +{"mode": "train", "epoch": 85, "iter": 800, "lr": 0.01007, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86188, "top5_acc": 0.97938, "loss_cls": 0.50724, "loss": 0.50724, "time": 0.23065} +{"mode": "train", "epoch": 85, "iter": 900, "lr": 0.01006, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8625, "top5_acc": 0.98062, "loss_cls": 0.55427, "loss": 0.55427, "time": 0.23001} +{"mode": "train", "epoch": 85, "iter": 1000, "lr": 0.01005, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.88438, "top5_acc": 0.9825, "loss_cls": 0.47443, "loss": 0.47443, "time": 0.23004} +{"mode": "train", "epoch": 85, "iter": 1100, "lr": 0.01004, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.87938, "top5_acc": 0.98688, "loss_cls": 0.46102, "loss": 0.46102, "time": 0.23172} +{"mode": "train", "epoch": 85, "iter": 1200, "lr": 0.01003, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87312, "top5_acc": 0.9875, "loss_cls": 0.50333, "loss": 0.50333, "time": 0.23159} +{"mode": "train", "epoch": 85, "iter": 1300, "lr": 0.01002, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.88938, "top5_acc": 0.98625, "loss_cls": 0.47147, "loss": 0.47147, "time": 0.23078} +{"mode": "train", "epoch": 85, "iter": 1400, "lr": 0.01001, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88, "top5_acc": 0.98312, "loss_cls": 0.48712, "loss": 0.48712, "time": 0.22983} +{"mode": "train", "epoch": 85, "iter": 1500, "lr": 0.00999, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.87938, "top5_acc": 0.98438, "loss_cls": 0.47395, "loss": 0.47395, "time": 0.23014} +{"mode": "train", "epoch": 85, "iter": 1600, "lr": 0.00998, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.87125, "top5_acc": 0.985, "loss_cls": 0.51865, "loss": 0.51865, "time": 0.23053} +{"mode": "train", "epoch": 85, "iter": 1700, "lr": 0.00997, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8925, "top5_acc": 0.99, "loss_cls": 0.41945, "loss": 0.41945, "time": 0.23092} +{"mode": "train", "epoch": 85, "iter": 1800, "lr": 0.00996, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8575, "top5_acc": 0.98188, "loss_cls": 0.55192, "loss": 0.55192, "time": 0.23034} +{"mode": "train", "epoch": 85, "iter": 1900, "lr": 0.00995, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86938, "top5_acc": 0.98125, "loss_cls": 0.5256, "loss": 0.5256, "time": 0.23047} +{"mode": "train", "epoch": 85, "iter": 2000, "lr": 0.00994, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86, "top5_acc": 0.97312, "loss_cls": 0.57215, "loss": 0.57215, "time": 0.23041} +{"mode": "train", "epoch": 85, "iter": 2100, "lr": 0.00993, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86938, "top5_acc": 0.97438, "loss_cls": 0.55609, "loss": 0.55609, "time": 0.23025} +{"mode": "train", "epoch": 85, "iter": 2200, "lr": 0.00992, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8675, "top5_acc": 0.98312, "loss_cls": 0.53038, "loss": 0.53038, "time": 0.23016} +{"mode": "train", "epoch": 85, "iter": 2300, "lr": 0.00991, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86688, "top5_acc": 0.97625, "loss_cls": 0.53823, "loss": 0.53823, "time": 0.23042} +{"mode": "val", "epoch": 85, "iter": 1184, "lr": 0.0099, "top1_acc": 0.9026, "top5_acc": 0.99213} +{"mode": "train", "epoch": 86, "iter": 100, "lr": 0.00989, "memory": 6499, "data_time": 0.16638, "top1_acc": 0.89625, "top5_acc": 0.99062, "loss_cls": 0.42237, "loss": 0.42237, "time": 0.39695} +{"mode": "train", "epoch": 86, "iter": 200, "lr": 0.00988, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.88188, "top5_acc": 0.98312, "loss_cls": 0.47228, "loss": 0.47228, "time": 0.22989} +{"mode": "train", "epoch": 86, "iter": 300, "lr": 0.00987, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.87438, "top5_acc": 0.97875, "loss_cls": 0.52407, "loss": 0.52407, "time": 0.23008} +{"mode": "train", "epoch": 86, "iter": 400, "lr": 0.00986, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.87375, "top5_acc": 0.98688, "loss_cls": 0.50612, "loss": 0.50612, "time": 0.23004} +{"mode": "train", "epoch": 86, "iter": 500, "lr": 0.00985, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88188, "top5_acc": 0.98438, "loss_cls": 0.48119, "loss": 0.48119, "time": 0.2295} +{"mode": "train", "epoch": 86, "iter": 600, "lr": 0.00984, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8725, "top5_acc": 0.98438, "loss_cls": 0.49352, "loss": 0.49352, "time": 0.22947} +{"mode": "train", "epoch": 86, "iter": 700, "lr": 0.00983, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87375, "top5_acc": 0.97875, "loss_cls": 0.53181, "loss": 0.53181, "time": 0.22973} +{"mode": "train", "epoch": 86, "iter": 800, "lr": 0.00981, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.875, "top5_acc": 0.98375, "loss_cls": 0.47412, "loss": 0.47412, "time": 0.22982} +{"mode": "train", "epoch": 86, "iter": 900, "lr": 0.0098, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.87438, "top5_acc": 0.97938, "loss_cls": 0.52203, "loss": 0.52203, "time": 0.22998} +{"mode": "train", "epoch": 86, "iter": 1000, "lr": 0.00979, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.87562, "top5_acc": 0.98, "loss_cls": 0.5088, "loss": 0.5088, "time": 0.22955} +{"mode": "train", "epoch": 86, "iter": 1100, "lr": 0.00978, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87938, "top5_acc": 0.98688, "loss_cls": 0.4817, "loss": 0.4817, "time": 0.22942} +{"mode": "train", "epoch": 86, "iter": 1200, "lr": 0.00977, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88875, "top5_acc": 0.98438, "loss_cls": 0.46426, "loss": 0.46426, "time": 0.23124} +{"mode": "train", "epoch": 86, "iter": 1300, "lr": 0.00976, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8825, "top5_acc": 0.97938, "loss_cls": 0.51377, "loss": 0.51377, "time": 0.23244} +{"mode": "train", "epoch": 86, "iter": 1400, "lr": 0.00975, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8675, "top5_acc": 0.97438, "loss_cls": 0.55147, "loss": 0.55147, "time": 0.23023} +{"mode": "train", "epoch": 86, "iter": 1500, "lr": 0.00974, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.87188, "top5_acc": 0.98562, "loss_cls": 0.5044, "loss": 0.5044, "time": 0.23027} +{"mode": "train", "epoch": 86, "iter": 1600, "lr": 0.00973, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87562, "top5_acc": 0.98625, "loss_cls": 0.48893, "loss": 0.48893, "time": 0.2303} +{"mode": "train", "epoch": 86, "iter": 1700, "lr": 0.00972, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88375, "top5_acc": 0.98, "loss_cls": 0.492, "loss": 0.492, "time": 0.231} +{"mode": "train", "epoch": 86, "iter": 1800, "lr": 0.00971, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88812, "top5_acc": 0.9825, "loss_cls": 0.45214, "loss": 0.45214, "time": 0.2299} +{"mode": "train", "epoch": 86, "iter": 1900, "lr": 0.00969, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86062, "top5_acc": 0.98438, "loss_cls": 0.52711, "loss": 0.52711, "time": 0.22954} +{"mode": "train", "epoch": 86, "iter": 2000, "lr": 0.00968, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86188, "top5_acc": 0.98125, "loss_cls": 0.51576, "loss": 0.51576, "time": 0.22992} +{"mode": "train", "epoch": 86, "iter": 2100, "lr": 0.00967, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87375, "top5_acc": 0.985, "loss_cls": 0.49879, "loss": 0.49879, "time": 0.23006} +{"mode": "train", "epoch": 86, "iter": 2200, "lr": 0.00966, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86062, "top5_acc": 0.97875, "loss_cls": 0.54458, "loss": 0.54458, "time": 0.22981} +{"mode": "train", "epoch": 86, "iter": 2300, "lr": 0.00965, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88375, "top5_acc": 0.985, "loss_cls": 0.46844, "loss": 0.46844, "time": 0.23037} +{"mode": "val", "epoch": 86, "iter": 1184, "lr": 0.00965, "top1_acc": 0.90276, "top5_acc": 0.99208} +{"mode": "train", "epoch": 87, "iter": 100, "lr": 0.00963, "memory": 6499, "data_time": 0.16717, "top1_acc": 0.88312, "top5_acc": 0.98438, "loss_cls": 0.48848, "loss": 0.48848, "time": 0.3976} +{"mode": "train", "epoch": 87, "iter": 200, "lr": 0.00962, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.88875, "top5_acc": 0.9825, "loss_cls": 0.45574, "loss": 0.45574, "time": 0.23106} +{"mode": "train", "epoch": 87, "iter": 300, "lr": 0.00961, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87938, "top5_acc": 0.98188, "loss_cls": 0.49399, "loss": 0.49399, "time": 0.23286} +{"mode": "train", "epoch": 87, "iter": 400, "lr": 0.0096, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87875, "top5_acc": 0.98312, "loss_cls": 0.50268, "loss": 0.50268, "time": 0.23017} +{"mode": "train", "epoch": 87, "iter": 500, "lr": 0.00959, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87, "top5_acc": 0.985, "loss_cls": 0.49915, "loss": 0.49915, "time": 0.22981} +{"mode": "train", "epoch": 87, "iter": 600, "lr": 0.00958, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8775, "top5_acc": 0.97812, "loss_cls": 0.49598, "loss": 0.49598, "time": 0.22992} +{"mode": "train", "epoch": 87, "iter": 700, "lr": 0.00957, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.89562, "top5_acc": 0.98875, "loss_cls": 0.43645, "loss": 0.43645, "time": 0.2299} +{"mode": "train", "epoch": 87, "iter": 800, "lr": 0.00956, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8875, "top5_acc": 0.985, "loss_cls": 0.45379, "loss": 0.45379, "time": 0.23056} +{"mode": "train", "epoch": 87, "iter": 900, "lr": 0.00955, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8625, "top5_acc": 0.97688, "loss_cls": 0.56735, "loss": 0.56735, "time": 0.23179} +{"mode": "train", "epoch": 87, "iter": 1000, "lr": 0.00954, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.89312, "top5_acc": 0.9875, "loss_cls": 0.42262, "loss": 0.42262, "time": 0.23067} +{"mode": "train", "epoch": 87, "iter": 1100, "lr": 0.00953, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.87875, "top5_acc": 0.98062, "loss_cls": 0.52032, "loss": 0.52032, "time": 0.23174} +{"mode": "train", "epoch": 87, "iter": 1200, "lr": 0.00952, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88062, "top5_acc": 0.97812, "loss_cls": 0.48858, "loss": 0.48858, "time": 0.23083} +{"mode": "train", "epoch": 87, "iter": 1300, "lr": 0.00951, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87312, "top5_acc": 0.985, "loss_cls": 0.48503, "loss": 0.48503, "time": 0.23057} +{"mode": "train", "epoch": 87, "iter": 1400, "lr": 0.00949, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8625, "top5_acc": 0.9825, "loss_cls": 0.55362, "loss": 0.55362, "time": 0.23172} +{"mode": "train", "epoch": 87, "iter": 1500, "lr": 0.00948, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87438, "top5_acc": 0.98562, "loss_cls": 0.48993, "loss": 0.48993, "time": 0.23151} +{"mode": "train", "epoch": 87, "iter": 1600, "lr": 0.00947, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87125, "top5_acc": 0.97625, "loss_cls": 0.5252, "loss": 0.5252, "time": 0.2319} +{"mode": "train", "epoch": 87, "iter": 1700, "lr": 0.00946, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.88625, "top5_acc": 0.98625, "loss_cls": 0.45492, "loss": 0.45492, "time": 0.23064} +{"mode": "train", "epoch": 87, "iter": 1800, "lr": 0.00945, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88312, "top5_acc": 0.98438, "loss_cls": 0.47451, "loss": 0.47451, "time": 0.23224} +{"mode": "train", "epoch": 87, "iter": 1900, "lr": 0.00944, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8825, "top5_acc": 0.985, "loss_cls": 0.50268, "loss": 0.50268, "time": 0.23161} +{"mode": "train", "epoch": 87, "iter": 2000, "lr": 0.00943, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.87562, "top5_acc": 0.98688, "loss_cls": 0.48353, "loss": 0.48353, "time": 0.23062} +{"mode": "train", "epoch": 87, "iter": 2100, "lr": 0.00942, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.87188, "top5_acc": 0.98625, "loss_cls": 0.51992, "loss": 0.51992, "time": 0.23049} +{"mode": "train", "epoch": 87, "iter": 2200, "lr": 0.00941, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.88375, "top5_acc": 0.98812, "loss_cls": 0.47081, "loss": 0.47081, "time": 0.23017} +{"mode": "train", "epoch": 87, "iter": 2300, "lr": 0.0094, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87812, "top5_acc": 0.98562, "loss_cls": 0.50567, "loss": 0.50567, "time": 0.23192} +{"mode": "val", "epoch": 87, "iter": 1184, "lr": 0.00939, "top1_acc": 0.90302, "top5_acc": 0.99261} +{"mode": "train", "epoch": 88, "iter": 100, "lr": 0.00938, "memory": 6499, "data_time": 0.16903, "top1_acc": 0.87062, "top5_acc": 0.985, "loss_cls": 0.50245, "loss": 0.50245, "time": 0.39958} +{"mode": "train", "epoch": 88, "iter": 200, "lr": 0.00937, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.88812, "top5_acc": 0.985, "loss_cls": 0.45672, "loss": 0.45672, "time": 0.23036} +{"mode": "train", "epoch": 88, "iter": 300, "lr": 0.00936, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.88562, "top5_acc": 0.98812, "loss_cls": 0.44464, "loss": 0.44464, "time": 0.23037} +{"mode": "train", "epoch": 88, "iter": 400, "lr": 0.00935, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.88125, "top5_acc": 0.98562, "loss_cls": 0.46843, "loss": 0.46843, "time": 0.22973} +{"mode": "train", "epoch": 88, "iter": 500, "lr": 0.00934, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86938, "top5_acc": 0.98438, "loss_cls": 0.49223, "loss": 0.49223, "time": 0.22985} +{"mode": "train", "epoch": 88, "iter": 600, "lr": 0.00933, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.86875, "top5_acc": 0.98188, "loss_cls": 0.51077, "loss": 0.51077, "time": 0.23145} +{"mode": "train", "epoch": 88, "iter": 700, "lr": 0.00932, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.89688, "top5_acc": 0.98625, "loss_cls": 0.42185, "loss": 0.42185, "time": 0.23184} +{"mode": "train", "epoch": 88, "iter": 800, "lr": 0.00931, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.89312, "top5_acc": 0.98438, "loss_cls": 0.44361, "loss": 0.44361, "time": 0.23001} +{"mode": "train", "epoch": 88, "iter": 900, "lr": 0.00929, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88562, "top5_acc": 0.97875, "loss_cls": 0.46706, "loss": 0.46706, "time": 0.23031} +{"mode": "train", "epoch": 88, "iter": 1000, "lr": 0.00928, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.88062, "top5_acc": 0.98938, "loss_cls": 0.47848, "loss": 0.47848, "time": 0.23034} +{"mode": "train", "epoch": 88, "iter": 1100, "lr": 0.00927, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88875, "top5_acc": 0.98125, "loss_cls": 0.46686, "loss": 0.46686, "time": 0.2303} +{"mode": "train", "epoch": 88, "iter": 1200, "lr": 0.00926, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87562, "top5_acc": 0.98438, "loss_cls": 0.47899, "loss": 0.47899, "time": 0.23049} +{"mode": "train", "epoch": 88, "iter": 1300, "lr": 0.00925, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.88062, "top5_acc": 0.98562, "loss_cls": 0.4779, "loss": 0.4779, "time": 0.23052} +{"mode": "train", "epoch": 88, "iter": 1400, "lr": 0.00924, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88312, "top5_acc": 0.98875, "loss_cls": 0.48105, "loss": 0.48105, "time": 0.23057} +{"mode": "train", "epoch": 88, "iter": 1500, "lr": 0.00923, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.87812, "top5_acc": 0.9825, "loss_cls": 0.48679, "loss": 0.48679, "time": 0.23009} +{"mode": "train", "epoch": 88, "iter": 1600, "lr": 0.00922, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.8725, "top5_acc": 0.9825, "loss_cls": 0.49733, "loss": 0.49733, "time": 0.23006} +{"mode": "train", "epoch": 88, "iter": 1700, "lr": 0.00921, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.86938, "top5_acc": 0.9875, "loss_cls": 0.50808, "loss": 0.50808, "time": 0.23027} +{"mode": "train", "epoch": 88, "iter": 1800, "lr": 0.0092, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.86938, "top5_acc": 0.97875, "loss_cls": 0.52061, "loss": 0.52061, "time": 0.23059} +{"mode": "train", "epoch": 88, "iter": 1900, "lr": 0.00919, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.875, "top5_acc": 0.985, "loss_cls": 0.49286, "loss": 0.49286, "time": 0.23094} +{"mode": "train", "epoch": 88, "iter": 2000, "lr": 0.00918, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87625, "top5_acc": 0.975, "loss_cls": 0.51634, "loss": 0.51634, "time": 0.23041} +{"mode": "train", "epoch": 88, "iter": 2100, "lr": 0.00917, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.86375, "top5_acc": 0.985, "loss_cls": 0.49848, "loss": 0.49848, "time": 0.23175} +{"mode": "train", "epoch": 88, "iter": 2200, "lr": 0.00916, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87688, "top5_acc": 0.98312, "loss_cls": 0.47479, "loss": 0.47479, "time": 0.23162} +{"mode": "train", "epoch": 88, "iter": 2300, "lr": 0.00914, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88062, "top5_acc": 0.985, "loss_cls": 0.48493, "loss": 0.48493, "time": 0.23105} +{"mode": "val", "epoch": 88, "iter": 1184, "lr": 0.00914, "top1_acc": 0.91163, "top5_acc": 0.99218} +{"mode": "train", "epoch": 89, "iter": 100, "lr": 0.00913, "memory": 6499, "data_time": 0.16749, "top1_acc": 0.90125, "top5_acc": 0.98625, "loss_cls": 0.42124, "loss": 0.42124, "time": 0.39731} +{"mode": "train", "epoch": 89, "iter": 200, "lr": 0.00912, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.88562, "top5_acc": 0.99125, "loss_cls": 0.41615, "loss": 0.41615, "time": 0.23005} +{"mode": "train", "epoch": 89, "iter": 300, "lr": 0.00911, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.89125, "top5_acc": 0.98562, "loss_cls": 0.48337, "loss": 0.48337, "time": 0.23353} +{"mode": "train", "epoch": 89, "iter": 400, "lr": 0.0091, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8875, "top5_acc": 0.98125, "loss_cls": 0.45867, "loss": 0.45867, "time": 0.23128} +{"mode": "train", "epoch": 89, "iter": 500, "lr": 0.00909, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8775, "top5_acc": 0.98688, "loss_cls": 0.47933, "loss": 0.47933, "time": 0.23192} +{"mode": "train", "epoch": 89, "iter": 600, "lr": 0.00907, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.88688, "top5_acc": 0.98562, "loss_cls": 0.46756, "loss": 0.46756, "time": 0.23264} +{"mode": "train", "epoch": 89, "iter": 700, "lr": 0.00906, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89188, "top5_acc": 0.98562, "loss_cls": 0.44964, "loss": 0.44964, "time": 0.23138} +{"mode": "train", "epoch": 89, "iter": 800, "lr": 0.00905, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.89062, "top5_acc": 0.98312, "loss_cls": 0.4645, "loss": 0.4645, "time": 0.23099} +{"mode": "train", "epoch": 89, "iter": 900, "lr": 0.00904, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88062, "top5_acc": 0.98812, "loss_cls": 0.48341, "loss": 0.48341, "time": 0.23117} +{"mode": "train", "epoch": 89, "iter": 1000, "lr": 0.00903, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8875, "top5_acc": 0.9825, "loss_cls": 0.4799, "loss": 0.4799, "time": 0.231} +{"mode": "train", "epoch": 89, "iter": 1100, "lr": 0.00902, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.875, "top5_acc": 0.98688, "loss_cls": 0.49427, "loss": 0.49427, "time": 0.23027} +{"mode": "train", "epoch": 89, "iter": 1200, "lr": 0.00901, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88625, "top5_acc": 0.98438, "loss_cls": 0.43337, "loss": 0.43337, "time": 0.22989} +{"mode": "train", "epoch": 89, "iter": 1300, "lr": 0.009, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88062, "top5_acc": 0.98375, "loss_cls": 0.50168, "loss": 0.50168, "time": 0.22998} +{"mode": "train", "epoch": 89, "iter": 1400, "lr": 0.00899, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.88625, "top5_acc": 0.99062, "loss_cls": 0.43926, "loss": 0.43926, "time": 0.2299} +{"mode": "train", "epoch": 89, "iter": 1500, "lr": 0.00898, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.87375, "top5_acc": 0.98312, "loss_cls": 0.51573, "loss": 0.51573, "time": 0.23} +{"mode": "train", "epoch": 89, "iter": 1600, "lr": 0.00897, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87, "top5_acc": 0.98375, "loss_cls": 0.50653, "loss": 0.50653, "time": 0.23033} +{"mode": "train", "epoch": 89, "iter": 1700, "lr": 0.00896, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87562, "top5_acc": 0.98, "loss_cls": 0.50258, "loss": 0.50258, "time": 0.2302} +{"mode": "train", "epoch": 89, "iter": 1800, "lr": 0.00895, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.875, "top5_acc": 0.98562, "loss_cls": 0.4867, "loss": 0.4867, "time": 0.23068} +{"mode": "train", "epoch": 89, "iter": 1900, "lr": 0.00894, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87875, "top5_acc": 0.98312, "loss_cls": 0.48669, "loss": 0.48669, "time": 0.23048} +{"mode": "train", "epoch": 89, "iter": 2000, "lr": 0.00892, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89625, "top5_acc": 0.98625, "loss_cls": 0.42033, "loss": 0.42033, "time": 0.23131} +{"mode": "train", "epoch": 89, "iter": 2100, "lr": 0.00891, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87188, "top5_acc": 0.985, "loss_cls": 0.47698, "loss": 0.47698, "time": 0.23114} +{"mode": "train", "epoch": 89, "iter": 2200, "lr": 0.0089, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87125, "top5_acc": 0.9825, "loss_cls": 0.50067, "loss": 0.50067, "time": 0.23075} +{"mode": "train", "epoch": 89, "iter": 2300, "lr": 0.00889, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87562, "top5_acc": 0.98, "loss_cls": 0.49843, "loss": 0.49843, "time": 0.23117} +{"mode": "val", "epoch": 89, "iter": 1184, "lr": 0.00889, "top1_acc": 0.90846, "top5_acc": 0.99171} +{"mode": "train", "epoch": 90, "iter": 100, "lr": 0.00888, "memory": 6499, "data_time": 0.16883, "top1_acc": 0.89312, "top5_acc": 0.98625, "loss_cls": 0.43451, "loss": 0.43451, "time": 0.39913} +{"mode": "train", "epoch": 90, "iter": 200, "lr": 0.00887, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.88875, "top5_acc": 0.98438, "loss_cls": 0.45364, "loss": 0.45364, "time": 0.23051} +{"mode": "train", "epoch": 90, "iter": 300, "lr": 0.00886, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.89312, "top5_acc": 0.98375, "loss_cls": 0.44615, "loss": 0.44615, "time": 0.23044} +{"mode": "train", "epoch": 90, "iter": 400, "lr": 0.00884, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87875, "top5_acc": 0.97875, "loss_cls": 0.4969, "loss": 0.4969, "time": 0.23135} +{"mode": "train", "epoch": 90, "iter": 500, "lr": 0.00883, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.88312, "top5_acc": 0.98375, "loss_cls": 0.46051, "loss": 0.46051, "time": 0.23102} +{"mode": "train", "epoch": 90, "iter": 600, "lr": 0.00882, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.89875, "top5_acc": 0.985, "loss_cls": 0.41351, "loss": 0.41351, "time": 0.23079} +{"mode": "train", "epoch": 90, "iter": 700, "lr": 0.00881, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89125, "top5_acc": 0.9875, "loss_cls": 0.43019, "loss": 0.43019, "time": 0.2306} +{"mode": "train", "epoch": 90, "iter": 800, "lr": 0.0088, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.88125, "top5_acc": 0.98562, "loss_cls": 0.47404, "loss": 0.47404, "time": 0.2312} +{"mode": "train", "epoch": 90, "iter": 900, "lr": 0.00879, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.89, "top5_acc": 0.98688, "loss_cls": 0.4299, "loss": 0.4299, "time": 0.23142} +{"mode": "train", "epoch": 90, "iter": 1000, "lr": 0.00878, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.90438, "top5_acc": 0.98875, "loss_cls": 0.40201, "loss": 0.40201, "time": 0.23122} +{"mode": "train", "epoch": 90, "iter": 1100, "lr": 0.00877, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.895, "top5_acc": 0.98875, "loss_cls": 0.44168, "loss": 0.44168, "time": 0.2305} +{"mode": "train", "epoch": 90, "iter": 1200, "lr": 0.00876, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.87875, "top5_acc": 0.98312, "loss_cls": 0.45789, "loss": 0.45789, "time": 0.23075} +{"mode": "train", "epoch": 90, "iter": 1300, "lr": 0.00875, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88688, "top5_acc": 0.9825, "loss_cls": 0.46423, "loss": 0.46423, "time": 0.23359} +{"mode": "train", "epoch": 90, "iter": 1400, "lr": 0.00874, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.88125, "top5_acc": 0.98062, "loss_cls": 0.48047, "loss": 0.48047, "time": 0.23084} +{"mode": "train", "epoch": 90, "iter": 1500, "lr": 0.00873, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.88562, "top5_acc": 0.98375, "loss_cls": 0.47287, "loss": 0.47287, "time": 0.23101} +{"mode": "train", "epoch": 90, "iter": 1600, "lr": 0.00872, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87812, "top5_acc": 0.98, "loss_cls": 0.51512, "loss": 0.51512, "time": 0.23235} +{"mode": "train", "epoch": 90, "iter": 1700, "lr": 0.00871, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87688, "top5_acc": 0.98938, "loss_cls": 0.46616, "loss": 0.46616, "time": 0.23171} +{"mode": "train", "epoch": 90, "iter": 1800, "lr": 0.0087, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8725, "top5_acc": 0.98438, "loss_cls": 0.49715, "loss": 0.49715, "time": 0.23203} +{"mode": "train", "epoch": 90, "iter": 1900, "lr": 0.00869, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88625, "top5_acc": 0.98688, "loss_cls": 0.46416, "loss": 0.46416, "time": 0.23179} +{"mode": "train", "epoch": 90, "iter": 2000, "lr": 0.00867, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88438, "top5_acc": 0.99, "loss_cls": 0.43973, "loss": 0.43973, "time": 0.23263} +{"mode": "train", "epoch": 90, "iter": 2100, "lr": 0.00866, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.87125, "top5_acc": 0.98562, "loss_cls": 0.49313, "loss": 0.49313, "time": 0.23103} +{"mode": "train", "epoch": 90, "iter": 2200, "lr": 0.00865, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.89, "top5_acc": 0.9875, "loss_cls": 0.44498, "loss": 0.44498, "time": 0.23118} +{"mode": "train", "epoch": 90, "iter": 2300, "lr": 0.00864, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87812, "top5_acc": 0.98562, "loss_cls": 0.48253, "loss": 0.48253, "time": 0.23087} +{"mode": "val", "epoch": 90, "iter": 1184, "lr": 0.00864, "top1_acc": 0.91491, "top5_acc": 0.99324} +{"mode": "train", "epoch": 91, "iter": 100, "lr": 0.00863, "memory": 6499, "data_time": 0.1621, "top1_acc": 0.89812, "top5_acc": 0.98312, "loss_cls": 0.43276, "loss": 0.43276, "time": 0.39272} +{"mode": "train", "epoch": 91, "iter": 200, "lr": 0.00862, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.87688, "top5_acc": 0.98125, "loss_cls": 0.48537, "loss": 0.48537, "time": 0.23094} +{"mode": "train", "epoch": 91, "iter": 300, "lr": 0.00861, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.89562, "top5_acc": 0.98812, "loss_cls": 0.41239, "loss": 0.41239, "time": 0.23088} +{"mode": "train", "epoch": 91, "iter": 400, "lr": 0.0086, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.89688, "top5_acc": 0.98625, "loss_cls": 0.43581, "loss": 0.43581, "time": 0.23065} +{"mode": "train", "epoch": 91, "iter": 500, "lr": 0.00858, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.89562, "top5_acc": 0.98625, "loss_cls": 0.42016, "loss": 0.42016, "time": 0.22993} +{"mode": "train", "epoch": 91, "iter": 600, "lr": 0.00857, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.89812, "top5_acc": 0.98062, "loss_cls": 0.43495, "loss": 0.43495, "time": 0.22997} +{"mode": "train", "epoch": 91, "iter": 700, "lr": 0.00856, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.89438, "top5_acc": 0.985, "loss_cls": 0.40875, "loss": 0.40875, "time": 0.22994} +{"mode": "train", "epoch": 91, "iter": 800, "lr": 0.00855, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88625, "top5_acc": 0.9875, "loss_cls": 0.44016, "loss": 0.44016, "time": 0.22975} +{"mode": "train", "epoch": 91, "iter": 900, "lr": 0.00854, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8975, "top5_acc": 0.99625, "loss_cls": 0.40445, "loss": 0.40445, "time": 0.22959} +{"mode": "train", "epoch": 91, "iter": 1000, "lr": 0.00853, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.87625, "top5_acc": 0.98562, "loss_cls": 0.46373, "loss": 0.46373, "time": 0.2294} +{"mode": "train", "epoch": 91, "iter": 1100, "lr": 0.00852, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88062, "top5_acc": 0.985, "loss_cls": 0.46598, "loss": 0.46598, "time": 0.2298} +{"mode": "train", "epoch": 91, "iter": 1200, "lr": 0.00851, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87188, "top5_acc": 0.9775, "loss_cls": 0.51622, "loss": 0.51622, "time": 0.22984} +{"mode": "train", "epoch": 91, "iter": 1300, "lr": 0.0085, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.89125, "top5_acc": 0.98562, "loss_cls": 0.43692, "loss": 0.43692, "time": 0.23012} +{"mode": "train", "epoch": 91, "iter": 1400, "lr": 0.00849, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.86812, "top5_acc": 0.985, "loss_cls": 0.48642, "loss": 0.48642, "time": 0.23037} +{"mode": "train", "epoch": 91, "iter": 1500, "lr": 0.00848, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.8825, "top5_acc": 0.98562, "loss_cls": 0.47211, "loss": 0.47211, "time": 0.23055} +{"mode": "train", "epoch": 91, "iter": 1600, "lr": 0.00847, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.88062, "top5_acc": 0.9825, "loss_cls": 0.4688, "loss": 0.4688, "time": 0.23014} +{"mode": "train", "epoch": 91, "iter": 1700, "lr": 0.00846, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.89188, "top5_acc": 0.98125, "loss_cls": 0.46891, "loss": 0.46891, "time": 0.22968} +{"mode": "train", "epoch": 91, "iter": 1800, "lr": 0.00845, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88125, "top5_acc": 0.98625, "loss_cls": 0.46822, "loss": 0.46822, "time": 0.22965} +{"mode": "train", "epoch": 91, "iter": 1900, "lr": 0.00844, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87812, "top5_acc": 0.98938, "loss_cls": 0.47763, "loss": 0.47763, "time": 0.22981} +{"mode": "train", "epoch": 91, "iter": 2000, "lr": 0.00843, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.87812, "top5_acc": 0.985, "loss_cls": 0.47478, "loss": 0.47478, "time": 0.23028} +{"mode": "train", "epoch": 91, "iter": 2100, "lr": 0.00842, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87875, "top5_acc": 0.9925, "loss_cls": 0.44986, "loss": 0.44986, "time": 0.23002} +{"mode": "train", "epoch": 91, "iter": 2200, "lr": 0.00841, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.89625, "top5_acc": 0.98688, "loss_cls": 0.44779, "loss": 0.44779, "time": 0.23004} +{"mode": "train", "epoch": 91, "iter": 2300, "lr": 0.00839, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.87312, "top5_acc": 0.98375, "loss_cls": 0.50442, "loss": 0.50442, "time": 0.23007} +{"mode": "val", "epoch": 91, "iter": 1184, "lr": 0.00839, "top1_acc": 0.90883, "top5_acc": 0.99229} +{"mode": "train", "epoch": 92, "iter": 100, "lr": 0.00838, "memory": 6499, "data_time": 0.16838, "top1_acc": 0.89688, "top5_acc": 0.98438, "loss_cls": 0.42015, "loss": 0.42015, "time": 0.3989} +{"mode": "train", "epoch": 92, "iter": 200, "lr": 0.00837, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8875, "top5_acc": 0.98375, "loss_cls": 0.44814, "loss": 0.44814, "time": 0.23107} +{"mode": "train", "epoch": 92, "iter": 300, "lr": 0.00836, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.89062, "top5_acc": 0.98938, "loss_cls": 0.43312, "loss": 0.43312, "time": 0.22995} +{"mode": "train", "epoch": 92, "iter": 400, "lr": 0.00835, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.88375, "top5_acc": 0.98688, "loss_cls": 0.48208, "loss": 0.48208, "time": 0.22985} +{"mode": "train", "epoch": 92, "iter": 500, "lr": 0.00834, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.88625, "top5_acc": 0.98, "loss_cls": 0.46968, "loss": 0.46968, "time": 0.23014} +{"mode": "train", "epoch": 92, "iter": 600, "lr": 0.00833, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89438, "top5_acc": 0.99125, "loss_cls": 0.41379, "loss": 0.41379, "time": 0.23058} +{"mode": "train", "epoch": 92, "iter": 700, "lr": 0.00832, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.88438, "top5_acc": 0.98812, "loss_cls": 0.45596, "loss": 0.45596, "time": 0.23083} +{"mode": "train", "epoch": 92, "iter": 800, "lr": 0.00831, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.90312, "top5_acc": 0.98562, "loss_cls": 0.42344, "loss": 0.42344, "time": 0.23151} +{"mode": "train", "epoch": 92, "iter": 900, "lr": 0.00829, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.88375, "top5_acc": 0.98375, "loss_cls": 0.48408, "loss": 0.48408, "time": 0.23084} +{"mode": "train", "epoch": 92, "iter": 1000, "lr": 0.00828, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.88688, "top5_acc": 0.98875, "loss_cls": 0.44532, "loss": 0.44532, "time": 0.23171} +{"mode": "train", "epoch": 92, "iter": 1100, "lr": 0.00827, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.91062, "top5_acc": 0.98875, "loss_cls": 0.38627, "loss": 0.38627, "time": 0.23137} +{"mode": "train", "epoch": 92, "iter": 1200, "lr": 0.00826, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.86688, "top5_acc": 0.98688, "loss_cls": 0.49999, "loss": 0.49999, "time": 0.23016} +{"mode": "train", "epoch": 92, "iter": 1300, "lr": 0.00825, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.88438, "top5_acc": 0.97938, "loss_cls": 0.48378, "loss": 0.48378, "time": 0.23005} +{"mode": "train", "epoch": 92, "iter": 1400, "lr": 0.00824, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.89, "top5_acc": 0.985, "loss_cls": 0.43499, "loss": 0.43499, "time": 0.23037} +{"mode": "train", "epoch": 92, "iter": 1500, "lr": 0.00823, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.895, "top5_acc": 0.98812, "loss_cls": 0.4424, "loss": 0.4424, "time": 0.23042} +{"mode": "train", "epoch": 92, "iter": 1600, "lr": 0.00822, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.87, "top5_acc": 0.98, "loss_cls": 0.51381, "loss": 0.51381, "time": 0.23037} +{"mode": "train", "epoch": 92, "iter": 1700, "lr": 0.00821, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89062, "top5_acc": 0.99188, "loss_cls": 0.42842, "loss": 0.42842, "time": 0.23022} +{"mode": "train", "epoch": 92, "iter": 1800, "lr": 0.0082, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89562, "top5_acc": 0.98812, "loss_cls": 0.43078, "loss": 0.43078, "time": 0.23047} +{"mode": "train", "epoch": 92, "iter": 1900, "lr": 0.00819, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89, "top5_acc": 0.98312, "loss_cls": 0.4496, "loss": 0.4496, "time": 0.23067} +{"mode": "train", "epoch": 92, "iter": 2000, "lr": 0.00818, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89125, "top5_acc": 0.98562, "loss_cls": 0.44237, "loss": 0.44237, "time": 0.23149} +{"mode": "train", "epoch": 92, "iter": 2100, "lr": 0.00817, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89438, "top5_acc": 0.98875, "loss_cls": 0.43153, "loss": 0.43153, "time": 0.23136} +{"mode": "train", "epoch": 92, "iter": 2200, "lr": 0.00816, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.89875, "top5_acc": 0.98938, "loss_cls": 0.41021, "loss": 0.41021, "time": 0.23055} +{"mode": "train", "epoch": 92, "iter": 2300, "lr": 0.00815, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.89125, "top5_acc": 0.9875, "loss_cls": 0.43608, "loss": 0.43608, "time": 0.23144} +{"mode": "val", "epoch": 92, "iter": 1184, "lr": 0.00814, "top1_acc": 0.91533, "top5_acc": 0.99176} +{"mode": "train", "epoch": 93, "iter": 100, "lr": 0.00813, "memory": 6499, "data_time": 0.17347, "top1_acc": 0.9075, "top5_acc": 0.98938, "loss_cls": 0.3889, "loss": 0.3889, "time": 0.40422} +{"mode": "train", "epoch": 93, "iter": 200, "lr": 0.00812, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.90812, "top5_acc": 0.98562, "loss_cls": 0.41277, "loss": 0.41277, "time": 0.22985} +{"mode": "train", "epoch": 93, "iter": 300, "lr": 0.00811, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90625, "top5_acc": 0.9875, "loss_cls": 0.40589, "loss": 0.40589, "time": 0.23148} +{"mode": "train", "epoch": 93, "iter": 400, "lr": 0.0081, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9025, "top5_acc": 0.98812, "loss_cls": 0.42087, "loss": 0.42087, "time": 0.22975} +{"mode": "train", "epoch": 93, "iter": 500, "lr": 0.00809, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.88375, "top5_acc": 0.98812, "loss_cls": 0.44439, "loss": 0.44439, "time": 0.23047} +{"mode": "train", "epoch": 93, "iter": 600, "lr": 0.00808, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.87812, "top5_acc": 0.9875, "loss_cls": 0.46704, "loss": 0.46704, "time": 0.2303} +{"mode": "train", "epoch": 93, "iter": 700, "lr": 0.00807, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89062, "top5_acc": 0.9875, "loss_cls": 0.42148, "loss": 0.42148, "time": 0.23038} +{"mode": "train", "epoch": 93, "iter": 800, "lr": 0.00806, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.89438, "top5_acc": 0.98875, "loss_cls": 0.41959, "loss": 0.41959, "time": 0.23018} +{"mode": "train", "epoch": 93, "iter": 900, "lr": 0.00805, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8975, "top5_acc": 0.98688, "loss_cls": 0.44753, "loss": 0.44753, "time": 0.23126} +{"mode": "train", "epoch": 93, "iter": 1000, "lr": 0.00804, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.89312, "top5_acc": 0.98938, "loss_cls": 0.41739, "loss": 0.41739, "time": 0.23086} +{"mode": "train", "epoch": 93, "iter": 1100, "lr": 0.00803, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.89188, "top5_acc": 0.99, "loss_cls": 0.42703, "loss": 0.42703, "time": 0.22993} +{"mode": "train", "epoch": 93, "iter": 1200, "lr": 0.00802, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.89562, "top5_acc": 0.99, "loss_cls": 0.42079, "loss": 0.42079, "time": 0.2302} +{"mode": "train", "epoch": 93, "iter": 1300, "lr": 0.00801, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.90375, "top5_acc": 0.98688, "loss_cls": 0.39701, "loss": 0.39701, "time": 0.23064} +{"mode": "train", "epoch": 93, "iter": 1400, "lr": 0.008, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88, "top5_acc": 0.99125, "loss_cls": 0.44472, "loss": 0.44472, "time": 0.23164} +{"mode": "train", "epoch": 93, "iter": 1500, "lr": 0.00799, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8875, "top5_acc": 0.98875, "loss_cls": 0.43101, "loss": 0.43101, "time": 0.23223} +{"mode": "train", "epoch": 93, "iter": 1600, "lr": 0.00798, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.88938, "top5_acc": 0.98312, "loss_cls": 0.44849, "loss": 0.44849, "time": 0.23073} +{"mode": "train", "epoch": 93, "iter": 1700, "lr": 0.00797, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.875, "top5_acc": 0.97812, "loss_cls": 0.49657, "loss": 0.49657, "time": 0.23106} +{"mode": "train", "epoch": 93, "iter": 1800, "lr": 0.00796, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89312, "top5_acc": 0.98062, "loss_cls": 0.45667, "loss": 0.45667, "time": 0.23155} +{"mode": "train", "epoch": 93, "iter": 1900, "lr": 0.00795, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87625, "top5_acc": 0.98875, "loss_cls": 0.48153, "loss": 0.48153, "time": 0.23084} +{"mode": "train", "epoch": 93, "iter": 2000, "lr": 0.00794, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.88938, "top5_acc": 0.98438, "loss_cls": 0.45688, "loss": 0.45688, "time": 0.23037} +{"mode": "train", "epoch": 93, "iter": 2100, "lr": 0.00792, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8675, "top5_acc": 0.97938, "loss_cls": 0.49717, "loss": 0.49717, "time": 0.22987} +{"mode": "train", "epoch": 93, "iter": 2200, "lr": 0.00791, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.90438, "top5_acc": 0.98812, "loss_cls": 0.41502, "loss": 0.41502, "time": 0.23046} +{"mode": "train", "epoch": 93, "iter": 2300, "lr": 0.0079, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.88438, "top5_acc": 0.9825, "loss_cls": 0.45551, "loss": 0.45551, "time": 0.23013} +{"mode": "val", "epoch": 93, "iter": 1184, "lr": 0.0079, "top1_acc": 0.91496, "top5_acc": 0.99176} +{"mode": "train", "epoch": 94, "iter": 100, "lr": 0.00789, "memory": 6499, "data_time": 0.16593, "top1_acc": 0.89562, "top5_acc": 0.99125, "loss_cls": 0.41725, "loss": 0.41725, "time": 0.39651} +{"mode": "train", "epoch": 94, "iter": 200, "lr": 0.00788, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9075, "top5_acc": 0.99125, "loss_cls": 0.39203, "loss": 0.39203, "time": 0.22957} +{"mode": "train", "epoch": 94, "iter": 300, "lr": 0.00787, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.90375, "top5_acc": 0.985, "loss_cls": 0.39195, "loss": 0.39195, "time": 0.2297} +{"mode": "train", "epoch": 94, "iter": 400, "lr": 0.00786, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9, "top5_acc": 0.99125, "loss_cls": 0.39981, "loss": 0.39981, "time": 0.22966} +{"mode": "train", "epoch": 94, "iter": 500, "lr": 0.00785, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89312, "top5_acc": 0.98875, "loss_cls": 0.43611, "loss": 0.43611, "time": 0.23076} +{"mode": "train", "epoch": 94, "iter": 600, "lr": 0.00784, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.89125, "top5_acc": 0.98875, "loss_cls": 0.43259, "loss": 0.43259, "time": 0.23023} +{"mode": "train", "epoch": 94, "iter": 700, "lr": 0.00783, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.90562, "top5_acc": 0.98812, "loss_cls": 0.39725, "loss": 0.39725, "time": 0.23067} +{"mode": "train", "epoch": 94, "iter": 800, "lr": 0.00782, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.90062, "top5_acc": 0.98812, "loss_cls": 0.40565, "loss": 0.40565, "time": 0.23019} +{"mode": "train", "epoch": 94, "iter": 900, "lr": 0.00781, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89125, "top5_acc": 0.985, "loss_cls": 0.43621, "loss": 0.43621, "time": 0.23117} +{"mode": "train", "epoch": 94, "iter": 1000, "lr": 0.0078, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.90125, "top5_acc": 0.98562, "loss_cls": 0.42035, "loss": 0.42035, "time": 0.23004} +{"mode": "train", "epoch": 94, "iter": 1100, "lr": 0.00778, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.90688, "top5_acc": 0.99, "loss_cls": 0.38968, "loss": 0.38968, "time": 0.23095} +{"mode": "train", "epoch": 94, "iter": 1200, "lr": 0.00777, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.91125, "top5_acc": 0.98875, "loss_cls": 0.39194, "loss": 0.39194, "time": 0.23113} +{"mode": "train", "epoch": 94, "iter": 1300, "lr": 0.00776, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8875, "top5_acc": 0.9875, "loss_cls": 0.45798, "loss": 0.45798, "time": 0.23109} +{"mode": "train", "epoch": 94, "iter": 1400, "lr": 0.00775, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8875, "top5_acc": 0.99062, "loss_cls": 0.43, "loss": 0.43, "time": 0.23078} +{"mode": "train", "epoch": 94, "iter": 1500, "lr": 0.00774, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89688, "top5_acc": 0.98312, "loss_cls": 0.44634, "loss": 0.44634, "time": 0.23231} +{"mode": "train", "epoch": 94, "iter": 1600, "lr": 0.00773, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.875, "top5_acc": 0.98375, "loss_cls": 0.47318, "loss": 0.47318, "time": 0.23115} +{"mode": "train", "epoch": 94, "iter": 1700, "lr": 0.00772, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.88875, "top5_acc": 0.98188, "loss_cls": 0.45914, "loss": 0.45914, "time": 0.23144} +{"mode": "train", "epoch": 94, "iter": 1800, "lr": 0.00771, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.89125, "top5_acc": 0.98375, "loss_cls": 0.44761, "loss": 0.44761, "time": 0.23128} +{"mode": "train", "epoch": 94, "iter": 1900, "lr": 0.0077, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8925, "top5_acc": 0.98625, "loss_cls": 0.43289, "loss": 0.43289, "time": 0.23209} +{"mode": "train", "epoch": 94, "iter": 2000, "lr": 0.00769, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88, "top5_acc": 0.98438, "loss_cls": 0.48093, "loss": 0.48093, "time": 0.23176} +{"mode": "train", "epoch": 94, "iter": 2100, "lr": 0.00768, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.87938, "top5_acc": 0.985, "loss_cls": 0.48034, "loss": 0.48034, "time": 0.23102} +{"mode": "train", "epoch": 94, "iter": 2200, "lr": 0.00767, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.89312, "top5_acc": 0.98812, "loss_cls": 0.41982, "loss": 0.41982, "time": 0.23019} +{"mode": "train", "epoch": 94, "iter": 2300, "lr": 0.00766, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.8925, "top5_acc": 0.99062, "loss_cls": 0.42524, "loss": 0.42524, "time": 0.22984} +{"mode": "val", "epoch": 94, "iter": 1184, "lr": 0.00766, "top1_acc": 0.92167, "top5_acc": 0.9935} +{"mode": "train", "epoch": 95, "iter": 100, "lr": 0.00765, "memory": 6499, "data_time": 0.16867, "top1_acc": 0.90188, "top5_acc": 0.99, "loss_cls": 0.38389, "loss": 0.38389, "time": 0.39962} +{"mode": "train", "epoch": 95, "iter": 200, "lr": 0.00764, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.91375, "top5_acc": 0.98938, "loss_cls": 0.39808, "loss": 0.39808, "time": 0.23094} +{"mode": "train", "epoch": 95, "iter": 300, "lr": 0.00763, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.88375, "top5_acc": 0.98875, "loss_cls": 0.45065, "loss": 0.45065, "time": 0.23097} +{"mode": "train", "epoch": 95, "iter": 400, "lr": 0.00762, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89062, "top5_acc": 0.9875, "loss_cls": 0.42569, "loss": 0.42569, "time": 0.23153} +{"mode": "train", "epoch": 95, "iter": 500, "lr": 0.0076, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90438, "top5_acc": 0.98875, "loss_cls": 0.40197, "loss": 0.40197, "time": 0.23246} +{"mode": "train", "epoch": 95, "iter": 600, "lr": 0.00759, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.905, "top5_acc": 0.99188, "loss_cls": 0.37161, "loss": 0.37161, "time": 0.23093} +{"mode": "train", "epoch": 95, "iter": 700, "lr": 0.00758, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9, "top5_acc": 0.98688, "loss_cls": 0.38976, "loss": 0.38976, "time": 0.23094} +{"mode": "train", "epoch": 95, "iter": 800, "lr": 0.00757, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.87938, "top5_acc": 0.99062, "loss_cls": 0.4397, "loss": 0.4397, "time": 0.23076} +{"mode": "train", "epoch": 95, "iter": 900, "lr": 0.00756, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.89438, "top5_acc": 0.98625, "loss_cls": 0.4199, "loss": 0.4199, "time": 0.23035} +{"mode": "train", "epoch": 95, "iter": 1000, "lr": 0.00755, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89625, "top5_acc": 0.98938, "loss_cls": 0.42338, "loss": 0.42338, "time": 0.23058} +{"mode": "train", "epoch": 95, "iter": 1100, "lr": 0.00754, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.88562, "top5_acc": 0.98375, "loss_cls": 0.46847, "loss": 0.46847, "time": 0.23106} +{"mode": "train", "epoch": 95, "iter": 1200, "lr": 0.00753, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9, "top5_acc": 0.99, "loss_cls": 0.41463, "loss": 0.41463, "time": 0.23132} +{"mode": "train", "epoch": 95, "iter": 1300, "lr": 0.00752, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.90188, "top5_acc": 0.98438, "loss_cls": 0.4131, "loss": 0.4131, "time": 0.23114} +{"mode": "train", "epoch": 95, "iter": 1400, "lr": 0.00751, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.90438, "top5_acc": 0.98875, "loss_cls": 0.40243, "loss": 0.40243, "time": 0.23153} +{"mode": "train", "epoch": 95, "iter": 1500, "lr": 0.0075, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.89625, "top5_acc": 0.98, "loss_cls": 0.43787, "loss": 0.43787, "time": 0.23291} +{"mode": "train", "epoch": 95, "iter": 1600, "lr": 0.00749, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87562, "top5_acc": 0.9825, "loss_cls": 0.4746, "loss": 0.4746, "time": 0.23328} +{"mode": "train", "epoch": 95, "iter": 1700, "lr": 0.00748, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89812, "top5_acc": 0.98625, "loss_cls": 0.43691, "loss": 0.43691, "time": 0.2329} +{"mode": "train", "epoch": 95, "iter": 1800, "lr": 0.00747, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.90688, "top5_acc": 0.99312, "loss_cls": 0.40247, "loss": 0.40247, "time": 0.23146} +{"mode": "train", "epoch": 95, "iter": 1900, "lr": 0.00746, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.88812, "top5_acc": 0.98562, "loss_cls": 0.44047, "loss": 0.44047, "time": 0.23151} +{"mode": "train", "epoch": 95, "iter": 2000, "lr": 0.00745, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89062, "top5_acc": 0.98812, "loss_cls": 0.45005, "loss": 0.45005, "time": 0.23188} +{"mode": "train", "epoch": 95, "iter": 2100, "lr": 0.00744, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.90688, "top5_acc": 0.98812, "loss_cls": 0.4065, "loss": 0.4065, "time": 0.23229} +{"mode": "train", "epoch": 95, "iter": 2200, "lr": 0.00743, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.89562, "top5_acc": 0.985, "loss_cls": 0.43963, "loss": 0.43963, "time": 0.23097} +{"mode": "train", "epoch": 95, "iter": 2300, "lr": 0.00742, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.89188, "top5_acc": 0.98688, "loss_cls": 0.42763, "loss": 0.42763, "time": 0.23172} +{"mode": "val", "epoch": 95, "iter": 1184, "lr": 0.00742, "top1_acc": 0.91712, "top5_acc": 0.99165} +{"mode": "train", "epoch": 96, "iter": 100, "lr": 0.00741, "memory": 6499, "data_time": 0.16811, "top1_acc": 0.91062, "top5_acc": 0.98688, "loss_cls": 0.37983, "loss": 0.37983, "time": 0.39808} +{"mode": "train", "epoch": 96, "iter": 200, "lr": 0.0074, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.91188, "top5_acc": 0.98875, "loss_cls": 0.39505, "loss": 0.39505, "time": 0.22967} +{"mode": "train", "epoch": 96, "iter": 300, "lr": 0.00739, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.90438, "top5_acc": 0.9875, "loss_cls": 0.38154, "loss": 0.38154, "time": 0.23007} +{"mode": "train", "epoch": 96, "iter": 400, "lr": 0.00738, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.90562, "top5_acc": 0.9875, "loss_cls": 0.36828, "loss": 0.36828, "time": 0.22982} +{"mode": "train", "epoch": 96, "iter": 500, "lr": 0.00737, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.89938, "top5_acc": 0.98938, "loss_cls": 0.40555, "loss": 0.40555, "time": 0.22994} +{"mode": "train", "epoch": 96, "iter": 600, "lr": 0.00735, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9, "top5_acc": 0.98875, "loss_cls": 0.39645, "loss": 0.39645, "time": 0.23046} +{"mode": "train", "epoch": 96, "iter": 700, "lr": 0.00734, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.88875, "top5_acc": 0.98562, "loss_cls": 0.44803, "loss": 0.44803, "time": 0.23042} +{"mode": "train", "epoch": 96, "iter": 800, "lr": 0.00733, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.895, "top5_acc": 0.9875, "loss_cls": 0.41118, "loss": 0.41118, "time": 0.23098} +{"mode": "train", "epoch": 96, "iter": 900, "lr": 0.00732, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.90062, "top5_acc": 0.98375, "loss_cls": 0.42133, "loss": 0.42133, "time": 0.23087} +{"mode": "train", "epoch": 96, "iter": 1000, "lr": 0.00731, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89, "top5_acc": 0.98812, "loss_cls": 0.40768, "loss": 0.40768, "time": 0.23116} +{"mode": "train", "epoch": 96, "iter": 1100, "lr": 0.0073, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89312, "top5_acc": 0.98812, "loss_cls": 0.43007, "loss": 0.43007, "time": 0.23104} +{"mode": "train", "epoch": 96, "iter": 1200, "lr": 0.00729, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89562, "top5_acc": 0.98438, "loss_cls": 0.4125, "loss": 0.4125, "time": 0.23061} +{"mode": "train", "epoch": 96, "iter": 1300, "lr": 0.00728, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9075, "top5_acc": 0.9875, "loss_cls": 0.37118, "loss": 0.37118, "time": 0.23006} +{"mode": "train", "epoch": 96, "iter": 1400, "lr": 0.00727, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8875, "top5_acc": 0.98312, "loss_cls": 0.46602, "loss": 0.46602, "time": 0.22958} +{"mode": "train", "epoch": 96, "iter": 1500, "lr": 0.00726, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89438, "top5_acc": 0.99312, "loss_cls": 0.41339, "loss": 0.41339, "time": 0.22963} +{"mode": "train", "epoch": 96, "iter": 1600, "lr": 0.00725, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89188, "top5_acc": 0.98688, "loss_cls": 0.4546, "loss": 0.4546, "time": 0.23044} +{"mode": "train", "epoch": 96, "iter": 1700, "lr": 0.00724, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.90062, "top5_acc": 0.98625, "loss_cls": 0.40828, "loss": 0.40828, "time": 0.2301} +{"mode": "train", "epoch": 96, "iter": 1800, "lr": 0.00723, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.90188, "top5_acc": 0.99, "loss_cls": 0.4086, "loss": 0.4086, "time": 0.23} +{"mode": "train", "epoch": 96, "iter": 1900, "lr": 0.00722, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.90375, "top5_acc": 0.99125, "loss_cls": 0.39317, "loss": 0.39317, "time": 0.22995} +{"mode": "train", "epoch": 96, "iter": 2000, "lr": 0.00721, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90188, "top5_acc": 0.98875, "loss_cls": 0.41173, "loss": 0.41173, "time": 0.23171} +{"mode": "train", "epoch": 96, "iter": 2100, "lr": 0.0072, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.89562, "top5_acc": 0.98938, "loss_cls": 0.41123, "loss": 0.41123, "time": 0.22995} +{"mode": "train", "epoch": 96, "iter": 2200, "lr": 0.00719, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.89625, "top5_acc": 0.98562, "loss_cls": 0.41452, "loss": 0.41452, "time": 0.22985} +{"mode": "train", "epoch": 96, "iter": 2300, "lr": 0.00718, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.90062, "top5_acc": 0.98688, "loss_cls": 0.39556, "loss": 0.39556, "time": 0.22987} +{"mode": "val", "epoch": 96, "iter": 1184, "lr": 0.00718, "top1_acc": 0.92399, "top5_acc": 0.99271} +{"mode": "train", "epoch": 97, "iter": 100, "lr": 0.00717, "memory": 6499, "data_time": 0.17021, "top1_acc": 0.9125, "top5_acc": 0.98812, "loss_cls": 0.36149, "loss": 0.36149, "time": 0.40141} +{"mode": "train", "epoch": 97, "iter": 200, "lr": 0.00716, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.90938, "top5_acc": 0.98688, "loss_cls": 0.37988, "loss": 0.37988, "time": 0.23138} +{"mode": "train", "epoch": 97, "iter": 300, "lr": 0.00715, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.90875, "top5_acc": 0.98562, "loss_cls": 0.37407, "loss": 0.37407, "time": 0.23093} +{"mode": "train", "epoch": 97, "iter": 400, "lr": 0.00714, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.92062, "top5_acc": 0.98938, "loss_cls": 0.34662, "loss": 0.34662, "time": 0.23069} +{"mode": "train", "epoch": 97, "iter": 500, "lr": 0.00713, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.89062, "top5_acc": 0.985, "loss_cls": 0.43177, "loss": 0.43177, "time": 0.23075} +{"mode": "train", "epoch": 97, "iter": 600, "lr": 0.00712, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.90938, "top5_acc": 0.98688, "loss_cls": 0.36326, "loss": 0.36326, "time": 0.23033} +{"mode": "train", "epoch": 97, "iter": 700, "lr": 0.00711, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92125, "top5_acc": 0.99, "loss_cls": 0.3462, "loss": 0.3462, "time": 0.23027} +{"mode": "train", "epoch": 97, "iter": 800, "lr": 0.0071, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92562, "top5_acc": 0.99125, "loss_cls": 0.31873, "loss": 0.31873, "time": 0.23112} +{"mode": "train", "epoch": 97, "iter": 900, "lr": 0.00709, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.91438, "top5_acc": 0.99188, "loss_cls": 0.37069, "loss": 0.37069, "time": 0.23047} +{"mode": "train", "epoch": 97, "iter": 1000, "lr": 0.00708, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.90875, "top5_acc": 0.99125, "loss_cls": 0.36831, "loss": 0.36831, "time": 0.23056} +{"mode": "train", "epoch": 97, "iter": 1100, "lr": 0.00707, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9125, "top5_acc": 0.98562, "loss_cls": 0.39352, "loss": 0.39352, "time": 0.23068} +{"mode": "train", "epoch": 97, "iter": 1200, "lr": 0.00706, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89875, "top5_acc": 0.98625, "loss_cls": 0.39094, "loss": 0.39094, "time": 0.23082} +{"mode": "train", "epoch": 97, "iter": 1300, "lr": 0.00705, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90688, "top5_acc": 0.98875, "loss_cls": 0.39649, "loss": 0.39649, "time": 0.23093} +{"mode": "train", "epoch": 97, "iter": 1400, "lr": 0.00704, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.905, "top5_acc": 0.98938, "loss_cls": 0.41544, "loss": 0.41544, "time": 0.2308} +{"mode": "train", "epoch": 97, "iter": 1500, "lr": 0.00703, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89812, "top5_acc": 0.98625, "loss_cls": 0.42206, "loss": 0.42206, "time": 0.23156} +{"mode": "train", "epoch": 97, "iter": 1600, "lr": 0.00702, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.90188, "top5_acc": 0.98938, "loss_cls": 0.42563, "loss": 0.42563, "time": 0.23111} +{"mode": "train", "epoch": 97, "iter": 1700, "lr": 0.00701, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.90375, "top5_acc": 0.9875, "loss_cls": 0.40274, "loss": 0.40274, "time": 0.23141} +{"mode": "train", "epoch": 97, "iter": 1800, "lr": 0.007, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.885, "top5_acc": 0.9875, "loss_cls": 0.43625, "loss": 0.43625, "time": 0.23092} +{"mode": "train", "epoch": 97, "iter": 1900, "lr": 0.00699, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88938, "top5_acc": 0.9875, "loss_cls": 0.44286, "loss": 0.44286, "time": 0.23177} +{"mode": "train", "epoch": 97, "iter": 2000, "lr": 0.00698, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.88438, "top5_acc": 0.98438, "loss_cls": 0.45683, "loss": 0.45683, "time": 0.23218} +{"mode": "train", "epoch": 97, "iter": 2100, "lr": 0.00697, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9025, "top5_acc": 0.99, "loss_cls": 0.39871, "loss": 0.39871, "time": 0.23237} +{"mode": "train", "epoch": 97, "iter": 2200, "lr": 0.00696, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.88688, "top5_acc": 0.98438, "loss_cls": 0.44848, "loss": 0.44848, "time": 0.23251} +{"mode": "train", "epoch": 97, "iter": 2300, "lr": 0.00695, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89312, "top5_acc": 0.98812, "loss_cls": 0.44028, "loss": 0.44028, "time": 0.23189} +{"mode": "val", "epoch": 97, "iter": 1184, "lr": 0.00694, "top1_acc": 0.91422, "top5_acc": 0.99234} +{"mode": "train", "epoch": 98, "iter": 100, "lr": 0.00693, "memory": 6499, "data_time": 0.16964, "top1_acc": 0.90812, "top5_acc": 0.98938, "loss_cls": 0.37717, "loss": 0.37717, "time": 0.40072} +{"mode": "train", "epoch": 98, "iter": 200, "lr": 0.00692, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.89688, "top5_acc": 0.98812, "loss_cls": 0.4166, "loss": 0.4166, "time": 0.23094} +{"mode": "train", "epoch": 98, "iter": 300, "lr": 0.00691, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.91625, "top5_acc": 0.98688, "loss_cls": 0.35715, "loss": 0.35715, "time": 0.22995} +{"mode": "train", "epoch": 98, "iter": 400, "lr": 0.0069, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.91062, "top5_acc": 0.98562, "loss_cls": 0.37312, "loss": 0.37312, "time": 0.23072} +{"mode": "train", "epoch": 98, "iter": 500, "lr": 0.00689, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89688, "top5_acc": 0.99062, "loss_cls": 0.39228, "loss": 0.39228, "time": 0.23143} +{"mode": "train", "epoch": 98, "iter": 600, "lr": 0.00688, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9, "top5_acc": 0.98625, "loss_cls": 0.40517, "loss": 0.40517, "time": 0.23055} +{"mode": "train", "epoch": 98, "iter": 700, "lr": 0.00687, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90062, "top5_acc": 0.98625, "loss_cls": 0.41208, "loss": 0.41208, "time": 0.23118} +{"mode": "train", "epoch": 98, "iter": 800, "lr": 0.00686, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.91062, "top5_acc": 0.98812, "loss_cls": 0.3841, "loss": 0.3841, "time": 0.23012} +{"mode": "train", "epoch": 98, "iter": 900, "lr": 0.00685, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.90688, "top5_acc": 0.985, "loss_cls": 0.38583, "loss": 0.38583, "time": 0.23036} +{"mode": "train", "epoch": 98, "iter": 1000, "lr": 0.00684, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.89938, "top5_acc": 0.98938, "loss_cls": 0.44125, "loss": 0.44125, "time": 0.23021} +{"mode": "train", "epoch": 98, "iter": 1100, "lr": 0.00683, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9175, "top5_acc": 0.99062, "loss_cls": 0.36896, "loss": 0.36896, "time": 0.22966} +{"mode": "train", "epoch": 98, "iter": 1200, "lr": 0.00682, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90625, "top5_acc": 0.9875, "loss_cls": 0.3661, "loss": 0.3661, "time": 0.22998} +{"mode": "train", "epoch": 98, "iter": 1300, "lr": 0.00681, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90188, "top5_acc": 0.98438, "loss_cls": 0.41018, "loss": 0.41018, "time": 0.23112} +{"mode": "train", "epoch": 98, "iter": 1400, "lr": 0.0068, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.90312, "top5_acc": 0.98625, "loss_cls": 0.40968, "loss": 0.40968, "time": 0.23123} +{"mode": "train", "epoch": 98, "iter": 1500, "lr": 0.00679, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89, "top5_acc": 0.9825, "loss_cls": 0.4444, "loss": 0.4444, "time": 0.23185} +{"mode": "train", "epoch": 98, "iter": 1600, "lr": 0.00678, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89562, "top5_acc": 0.98688, "loss_cls": 0.41672, "loss": 0.41672, "time": 0.23094} +{"mode": "train", "epoch": 98, "iter": 1700, "lr": 0.00677, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9025, "top5_acc": 0.9875, "loss_cls": 0.39944, "loss": 0.39944, "time": 0.23121} +{"mode": "train", "epoch": 98, "iter": 1800, "lr": 0.00676, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90312, "top5_acc": 0.99, "loss_cls": 0.39499, "loss": 0.39499, "time": 0.23189} +{"mode": "train", "epoch": 98, "iter": 1900, "lr": 0.00675, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.90375, "top5_acc": 0.98688, "loss_cls": 0.40477, "loss": 0.40477, "time": 0.23034} +{"mode": "train", "epoch": 98, "iter": 2000, "lr": 0.00674, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.91625, "top5_acc": 0.98688, "loss_cls": 0.35599, "loss": 0.35599, "time": 0.23058} +{"mode": "train", "epoch": 98, "iter": 2100, "lr": 0.00673, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91938, "top5_acc": 0.99188, "loss_cls": 0.35174, "loss": 0.35174, "time": 0.2305} +{"mode": "train", "epoch": 98, "iter": 2200, "lr": 0.00672, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.90375, "top5_acc": 0.98438, "loss_cls": 0.42249, "loss": 0.42249, "time": 0.23056} +{"mode": "train", "epoch": 98, "iter": 2300, "lr": 0.00671, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.89375, "top5_acc": 0.98375, "loss_cls": 0.43716, "loss": 0.43716, "time": 0.23199} +{"mode": "val", "epoch": 98, "iter": 1184, "lr": 0.00671, "top1_acc": 0.91602, "top5_acc": 0.99271} +{"mode": "train", "epoch": 99, "iter": 100, "lr": 0.0067, "memory": 6499, "data_time": 0.17412, "top1_acc": 0.91188, "top5_acc": 0.98688, "loss_cls": 0.37023, "loss": 0.37023, "time": 0.40383} +{"mode": "train", "epoch": 99, "iter": 200, "lr": 0.00669, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.91188, "top5_acc": 0.99062, "loss_cls": 0.36105, "loss": 0.36105, "time": 0.23094} +{"mode": "train", "epoch": 99, "iter": 300, "lr": 0.00668, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91375, "top5_acc": 0.99312, "loss_cls": 0.34455, "loss": 0.34455, "time": 0.23019} +{"mode": "train", "epoch": 99, "iter": 400, "lr": 0.00667, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90312, "top5_acc": 0.99125, "loss_cls": 0.37139, "loss": 0.37139, "time": 0.23036} +{"mode": "train", "epoch": 99, "iter": 500, "lr": 0.00666, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.92812, "top5_acc": 0.99375, "loss_cls": 0.33037, "loss": 0.33037, "time": 0.23054} +{"mode": "train", "epoch": 99, "iter": 600, "lr": 0.00665, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9, "top5_acc": 0.98875, "loss_cls": 0.38477, "loss": 0.38477, "time": 0.23039} +{"mode": "train", "epoch": 99, "iter": 700, "lr": 0.00664, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.91062, "top5_acc": 0.99188, "loss_cls": 0.35338, "loss": 0.35338, "time": 0.23006} +{"mode": "train", "epoch": 99, "iter": 800, "lr": 0.00663, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.90938, "top5_acc": 0.98625, "loss_cls": 0.38375, "loss": 0.38375, "time": 0.23048} +{"mode": "train", "epoch": 99, "iter": 900, "lr": 0.00662, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9, "top5_acc": 0.98688, "loss_cls": 0.40834, "loss": 0.40834, "time": 0.22982} +{"mode": "train", "epoch": 99, "iter": 1000, "lr": 0.00661, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9, "top5_acc": 0.98812, "loss_cls": 0.40146, "loss": 0.40146, "time": 0.22972} +{"mode": "train", "epoch": 99, "iter": 1100, "lr": 0.0066, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.90625, "top5_acc": 0.98625, "loss_cls": 0.37475, "loss": 0.37475, "time": 0.22994} +{"mode": "train", "epoch": 99, "iter": 1200, "lr": 0.00659, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.905, "top5_acc": 0.98562, "loss_cls": 0.4184, "loss": 0.4184, "time": 0.23002} +{"mode": "train", "epoch": 99, "iter": 1300, "lr": 0.00658, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.91, "top5_acc": 0.98938, "loss_cls": 0.37556, "loss": 0.37556, "time": 0.22973} +{"mode": "train", "epoch": 99, "iter": 1400, "lr": 0.00657, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.90125, "top5_acc": 0.99, "loss_cls": 0.38525, "loss": 0.38525, "time": 0.23059} +{"mode": "train", "epoch": 99, "iter": 1500, "lr": 0.00656, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90938, "top5_acc": 0.9925, "loss_cls": 0.37773, "loss": 0.37773, "time": 0.2335} +{"mode": "train", "epoch": 99, "iter": 1600, "lr": 0.00655, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89125, "top5_acc": 0.9825, "loss_cls": 0.46123, "loss": 0.46123, "time": 0.23293} +{"mode": "train", "epoch": 99, "iter": 1700, "lr": 0.00654, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.91375, "top5_acc": 0.98875, "loss_cls": 0.37062, "loss": 0.37062, "time": 0.23216} +{"mode": "train", "epoch": 99, "iter": 1800, "lr": 0.00653, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90188, "top5_acc": 0.9825, "loss_cls": 0.42346, "loss": 0.42346, "time": 0.23151} +{"mode": "train", "epoch": 99, "iter": 1900, "lr": 0.00652, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89125, "top5_acc": 0.98125, "loss_cls": 0.45133, "loss": 0.45133, "time": 0.23021} +{"mode": "train", "epoch": 99, "iter": 2000, "lr": 0.00651, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.91375, "top5_acc": 0.9875, "loss_cls": 0.37203, "loss": 0.37203, "time": 0.23042} +{"mode": "train", "epoch": 99, "iter": 2100, "lr": 0.0065, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9225, "top5_acc": 0.99062, "loss_cls": 0.34412, "loss": 0.34412, "time": 0.23119} +{"mode": "train", "epoch": 99, "iter": 2200, "lr": 0.00649, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89062, "top5_acc": 0.99062, "loss_cls": 0.45171, "loss": 0.45171, "time": 0.23095} +{"mode": "train", "epoch": 99, "iter": 2300, "lr": 0.00648, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.89562, "top5_acc": 0.98562, "loss_cls": 0.41133, "loss": 0.41133, "time": 0.22991} +{"mode": "val", "epoch": 99, "iter": 1184, "lr": 0.00648, "top1_acc": 0.91496, "top5_acc": 0.99403} +{"mode": "train", "epoch": 100, "iter": 100, "lr": 0.00647, "memory": 6499, "data_time": 0.17205, "top1_acc": 0.92688, "top5_acc": 0.99125, "loss_cls": 0.32597, "loss": 0.32597, "time": 0.40235} +{"mode": "train", "epoch": 100, "iter": 200, "lr": 0.00646, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.93312, "top5_acc": 0.99125, "loss_cls": 0.30186, "loss": 0.30186, "time": 0.23064} +{"mode": "train", "epoch": 100, "iter": 300, "lr": 0.00645, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91438, "top5_acc": 0.99062, "loss_cls": 0.35059, "loss": 0.35059, "time": 0.23233} +{"mode": "train", "epoch": 100, "iter": 400, "lr": 0.00644, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.92562, "top5_acc": 0.99062, "loss_cls": 0.32876, "loss": 0.32876, "time": 0.23045} +{"mode": "train", "epoch": 100, "iter": 500, "lr": 0.00643, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9125, "top5_acc": 0.99312, "loss_cls": 0.3563, "loss": 0.3563, "time": 0.23006} +{"mode": "train", "epoch": 100, "iter": 600, "lr": 0.00642, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90938, "top5_acc": 0.99, "loss_cls": 0.36374, "loss": 0.36374, "time": 0.23192} +{"mode": "train", "epoch": 100, "iter": 700, "lr": 0.00641, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89438, "top5_acc": 0.985, "loss_cls": 0.41125, "loss": 0.41125, "time": 0.23135} +{"mode": "train", "epoch": 100, "iter": 800, "lr": 0.0064, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.90062, "top5_acc": 0.98688, "loss_cls": 0.41411, "loss": 0.41411, "time": 0.23053} +{"mode": "train", "epoch": 100, "iter": 900, "lr": 0.00639, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9225, "top5_acc": 0.99312, "loss_cls": 0.31849, "loss": 0.31849, "time": 0.23075} +{"mode": "train", "epoch": 100, "iter": 1000, "lr": 0.00638, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.91312, "top5_acc": 0.99062, "loss_cls": 0.34784, "loss": 0.34784, "time": 0.23069} +{"mode": "train", "epoch": 100, "iter": 1100, "lr": 0.00637, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.91188, "top5_acc": 0.98812, "loss_cls": 0.38117, "loss": 0.38117, "time": 0.23093} +{"mode": "train", "epoch": 100, "iter": 1200, "lr": 0.00636, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.90938, "top5_acc": 0.98875, "loss_cls": 0.3746, "loss": 0.3746, "time": 0.23118} +{"mode": "train", "epoch": 100, "iter": 1300, "lr": 0.00635, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9175, "top5_acc": 0.99, "loss_cls": 0.35291, "loss": 0.35291, "time": 0.23048} +{"mode": "train", "epoch": 100, "iter": 1400, "lr": 0.00634, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91125, "top5_acc": 0.98812, "loss_cls": 0.36755, "loss": 0.36755, "time": 0.23056} +{"mode": "train", "epoch": 100, "iter": 1500, "lr": 0.00633, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90688, "top5_acc": 0.98625, "loss_cls": 0.38652, "loss": 0.38652, "time": 0.22986} +{"mode": "train", "epoch": 100, "iter": 1600, "lr": 0.00632, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9075, "top5_acc": 0.98938, "loss_cls": 0.38746, "loss": 0.38746, "time": 0.23023} +{"mode": "train", "epoch": 100, "iter": 1700, "lr": 0.00631, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.8875, "top5_acc": 0.9875, "loss_cls": 0.43807, "loss": 0.43807, "time": 0.23058} +{"mode": "train", "epoch": 100, "iter": 1800, "lr": 0.0063, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.91125, "top5_acc": 0.99125, "loss_cls": 0.36919, "loss": 0.36919, "time": 0.23004} +{"mode": "train", "epoch": 100, "iter": 1900, "lr": 0.00629, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.91562, "top5_acc": 0.98875, "loss_cls": 0.34468, "loss": 0.34468, "time": 0.22978} +{"mode": "train", "epoch": 100, "iter": 2000, "lr": 0.00628, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.91375, "top5_acc": 0.98812, "loss_cls": 0.35539, "loss": 0.35539, "time": 0.23033} +{"mode": "train", "epoch": 100, "iter": 2100, "lr": 0.00627, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89688, "top5_acc": 0.99188, "loss_cls": 0.39183, "loss": 0.39183, "time": 0.23084} +{"mode": "train", "epoch": 100, "iter": 2200, "lr": 0.00626, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.90312, "top5_acc": 0.98938, "loss_cls": 0.38493, "loss": 0.38493, "time": 0.23011} +{"mode": "train", "epoch": 100, "iter": 2300, "lr": 0.00626, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.89875, "top5_acc": 0.99438, "loss_cls": 0.40958, "loss": 0.40958, "time": 0.23089} +{"mode": "val", "epoch": 100, "iter": 1184, "lr": 0.00625, "top1_acc": 0.912, "top5_acc": 0.99334} +{"mode": "train", "epoch": 101, "iter": 100, "lr": 0.00624, "memory": 6499, "data_time": 0.1691, "top1_acc": 0.90812, "top5_acc": 0.985, "loss_cls": 0.38641, "loss": 0.38641, "time": 0.3994} +{"mode": "train", "epoch": 101, "iter": 200, "lr": 0.00623, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.92, "top5_acc": 0.99188, "loss_cls": 0.34331, "loss": 0.34331, "time": 0.23018} +{"mode": "train", "epoch": 101, "iter": 300, "lr": 0.00622, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.92438, "top5_acc": 0.99125, "loss_cls": 0.32803, "loss": 0.32803, "time": 0.22981} +{"mode": "train", "epoch": 101, "iter": 400, "lr": 0.00621, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9125, "top5_acc": 0.98562, "loss_cls": 0.38783, "loss": 0.38783, "time": 0.23025} +{"mode": "train", "epoch": 101, "iter": 500, "lr": 0.0062, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.91375, "top5_acc": 0.99, "loss_cls": 0.35895, "loss": 0.35895, "time": 0.23016} +{"mode": "train", "epoch": 101, "iter": 600, "lr": 0.00619, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.92125, "top5_acc": 0.99188, "loss_cls": 0.35234, "loss": 0.35234, "time": 0.23011} +{"mode": "train", "epoch": 101, "iter": 700, "lr": 0.00618, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.91375, "top5_acc": 0.98875, "loss_cls": 0.34839, "loss": 0.34839, "time": 0.22995} +{"mode": "train", "epoch": 101, "iter": 800, "lr": 0.00617, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.92, "top5_acc": 0.99125, "loss_cls": 0.33121, "loss": 0.33121, "time": 0.22975} +{"mode": "train", "epoch": 101, "iter": 900, "lr": 0.00616, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.905, "top5_acc": 0.98938, "loss_cls": 0.3892, "loss": 0.3892, "time": 0.22989} +{"mode": "train", "epoch": 101, "iter": 1000, "lr": 0.00615, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9175, "top5_acc": 0.98812, "loss_cls": 0.36149, "loss": 0.36149, "time": 0.22993} +{"mode": "train", "epoch": 101, "iter": 1100, "lr": 0.00614, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.905, "top5_acc": 0.99125, "loss_cls": 0.38605, "loss": 0.38605, "time": 0.22959} +{"mode": "train", "epoch": 101, "iter": 1200, "lr": 0.00613, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.90688, "top5_acc": 0.98812, "loss_cls": 0.39497, "loss": 0.39497, "time": 0.23102} +{"mode": "train", "epoch": 101, "iter": 1300, "lr": 0.00613, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.89438, "top5_acc": 0.98375, "loss_cls": 0.40852, "loss": 0.40852, "time": 0.22993} +{"mode": "train", "epoch": 101, "iter": 1400, "lr": 0.00612, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.90062, "top5_acc": 0.99062, "loss_cls": 0.39458, "loss": 0.39458, "time": 0.23011} +{"mode": "train", "epoch": 101, "iter": 1500, "lr": 0.00611, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9025, "top5_acc": 0.99, "loss_cls": 0.37802, "loss": 0.37802, "time": 0.22972} +{"mode": "train", "epoch": 101, "iter": 1600, "lr": 0.0061, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91062, "top5_acc": 0.98812, "loss_cls": 0.3723, "loss": 0.3723, "time": 0.23196} +{"mode": "train", "epoch": 101, "iter": 1700, "lr": 0.00609, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9025, "top5_acc": 0.98938, "loss_cls": 0.3854, "loss": 0.3854, "time": 0.23087} +{"mode": "train", "epoch": 101, "iter": 1800, "lr": 0.00608, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.90125, "top5_acc": 0.9875, "loss_cls": 0.37048, "loss": 0.37048, "time": 0.23038} +{"mode": "train", "epoch": 101, "iter": 1900, "lr": 0.00607, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.90375, "top5_acc": 0.99062, "loss_cls": 0.36977, "loss": 0.36977, "time": 0.23059} +{"mode": "train", "epoch": 101, "iter": 2000, "lr": 0.00606, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.925, "top5_acc": 0.99188, "loss_cls": 0.33275, "loss": 0.33275, "time": 0.2307} +{"mode": "train", "epoch": 101, "iter": 2100, "lr": 0.00605, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.89688, "top5_acc": 0.9925, "loss_cls": 0.37621, "loss": 0.37621, "time": 0.23009} +{"mode": "train", "epoch": 101, "iter": 2200, "lr": 0.00604, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.90312, "top5_acc": 0.98438, "loss_cls": 0.39712, "loss": 0.39712, "time": 0.2296} +{"mode": "train", "epoch": 101, "iter": 2300, "lr": 0.00603, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.90062, "top5_acc": 0.9875, "loss_cls": 0.39031, "loss": 0.39031, "time": 0.22965} +{"mode": "val", "epoch": 101, "iter": 1184, "lr": 0.00602, "top1_acc": 0.92589, "top5_acc": 0.99319} +{"mode": "train", "epoch": 102, "iter": 100, "lr": 0.00602, "memory": 6499, "data_time": 0.1693, "top1_acc": 0.9225, "top5_acc": 0.99062, "loss_cls": 0.31772, "loss": 0.31772, "time": 0.40032} +{"mode": "train", "epoch": 102, "iter": 200, "lr": 0.00601, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.92125, "top5_acc": 0.98812, "loss_cls": 0.3186, "loss": 0.3186, "time": 0.23042} +{"mode": "train", "epoch": 102, "iter": 300, "lr": 0.006, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.925, "top5_acc": 0.99375, "loss_cls": 0.32627, "loss": 0.32627, "time": 0.23068} +{"mode": "train", "epoch": 102, "iter": 400, "lr": 0.00599, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91438, "top5_acc": 0.995, "loss_cls": 0.33947, "loss": 0.33947, "time": 0.23187} +{"mode": "train", "epoch": 102, "iter": 500, "lr": 0.00598, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.91688, "top5_acc": 0.99438, "loss_cls": 0.33867, "loss": 0.33867, "time": 0.23154} +{"mode": "train", "epoch": 102, "iter": 600, "lr": 0.00597, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.92125, "top5_acc": 0.99062, "loss_cls": 0.32642, "loss": 0.32642, "time": 0.23375} +{"mode": "train", "epoch": 102, "iter": 700, "lr": 0.00596, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.91562, "top5_acc": 0.99062, "loss_cls": 0.33415, "loss": 0.33415, "time": 0.23209} +{"mode": "train", "epoch": 102, "iter": 800, "lr": 0.00595, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91, "top5_acc": 0.98625, "loss_cls": 0.38569, "loss": 0.38569, "time": 0.2323} +{"mode": "train", "epoch": 102, "iter": 900, "lr": 0.00594, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9175, "top5_acc": 0.99188, "loss_cls": 0.32874, "loss": 0.32874, "time": 0.23029} +{"mode": "train", "epoch": 102, "iter": 1000, "lr": 0.00593, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92062, "top5_acc": 0.99125, "loss_cls": 0.31779, "loss": 0.31779, "time": 0.23068} +{"mode": "train", "epoch": 102, "iter": 1100, "lr": 0.00592, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92, "top5_acc": 0.99375, "loss_cls": 0.3317, "loss": 0.3317, "time": 0.23117} +{"mode": "train", "epoch": 102, "iter": 1200, "lr": 0.00591, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.91312, "top5_acc": 0.99188, "loss_cls": 0.34457, "loss": 0.34457, "time": 0.23135} +{"mode": "train", "epoch": 102, "iter": 1300, "lr": 0.0059, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.905, "top5_acc": 0.99125, "loss_cls": 0.40288, "loss": 0.40288, "time": 0.23061} +{"mode": "train", "epoch": 102, "iter": 1400, "lr": 0.00589, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.935, "top5_acc": 0.99188, "loss_cls": 0.30594, "loss": 0.30594, "time": 0.23054} +{"mode": "train", "epoch": 102, "iter": 1500, "lr": 0.00588, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.90312, "top5_acc": 0.98438, "loss_cls": 0.39886, "loss": 0.39886, "time": 0.23034} +{"mode": "train", "epoch": 102, "iter": 1600, "lr": 0.00587, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.90938, "top5_acc": 0.98938, "loss_cls": 0.36741, "loss": 0.36741, "time": 0.23025} +{"mode": "train", "epoch": 102, "iter": 1700, "lr": 0.00586, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.925, "top5_acc": 0.99188, "loss_cls": 0.32381, "loss": 0.32381, "time": 0.23051} +{"mode": "train", "epoch": 102, "iter": 1800, "lr": 0.00585, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.91562, "top5_acc": 0.98438, "loss_cls": 0.38851, "loss": 0.38851, "time": 0.23114} +{"mode": "train", "epoch": 102, "iter": 1900, "lr": 0.00584, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.91, "top5_acc": 0.98688, "loss_cls": 0.36493, "loss": 0.36493, "time": 0.23082} +{"mode": "train", "epoch": 102, "iter": 2000, "lr": 0.00584, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.91688, "top5_acc": 0.9875, "loss_cls": 0.35265, "loss": 0.35265, "time": 0.23086} +{"mode": "train", "epoch": 102, "iter": 2100, "lr": 0.00583, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.915, "top5_acc": 0.98562, "loss_cls": 0.36975, "loss": 0.36975, "time": 0.23139} +{"mode": "train", "epoch": 102, "iter": 2200, "lr": 0.00582, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8975, "top5_acc": 0.98875, "loss_cls": 0.39551, "loss": 0.39551, "time": 0.23226} +{"mode": "train", "epoch": 102, "iter": 2300, "lr": 0.00581, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91875, "top5_acc": 0.99188, "loss_cls": 0.35542, "loss": 0.35542, "time": 0.23194} +{"mode": "val", "epoch": 102, "iter": 1184, "lr": 0.0058, "top1_acc": 0.92256, "top5_acc": 0.99255} +{"mode": "train", "epoch": 103, "iter": 100, "lr": 0.00579, "memory": 6499, "data_time": 0.16367, "top1_acc": 0.92625, "top5_acc": 0.99312, "loss_cls": 0.32164, "loss": 0.32164, "time": 0.39374} +{"mode": "train", "epoch": 103, "iter": 200, "lr": 0.00578, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92875, "top5_acc": 0.99188, "loss_cls": 0.3066, "loss": 0.3066, "time": 0.22906} +{"mode": "train", "epoch": 103, "iter": 300, "lr": 0.00577, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.90875, "top5_acc": 0.9875, "loss_cls": 0.37667, "loss": 0.37667, "time": 0.22951} +{"mode": "train", "epoch": 103, "iter": 400, "lr": 0.00576, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92625, "top5_acc": 0.98938, "loss_cls": 0.33712, "loss": 0.33712, "time": 0.22976} +{"mode": "train", "epoch": 103, "iter": 500, "lr": 0.00576, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9075, "top5_acc": 0.99312, "loss_cls": 0.34306, "loss": 0.34306, "time": 0.22984} +{"mode": "train", "epoch": 103, "iter": 600, "lr": 0.00575, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92062, "top5_acc": 0.99188, "loss_cls": 0.33135, "loss": 0.33135, "time": 0.22993} +{"mode": "train", "epoch": 103, "iter": 700, "lr": 0.00574, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.92625, "top5_acc": 0.9925, "loss_cls": 0.33146, "loss": 0.33146, "time": 0.22974} +{"mode": "train", "epoch": 103, "iter": 800, "lr": 0.00573, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.925, "top5_acc": 0.99, "loss_cls": 0.31683, "loss": 0.31683, "time": 0.23013} +{"mode": "train", "epoch": 103, "iter": 900, "lr": 0.00572, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.92062, "top5_acc": 0.98938, "loss_cls": 0.33037, "loss": 0.33037, "time": 0.22989} +{"mode": "train", "epoch": 103, "iter": 1000, "lr": 0.00571, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.92375, "top5_acc": 0.99062, "loss_cls": 0.31864, "loss": 0.31864, "time": 0.22968} +{"mode": "train", "epoch": 103, "iter": 1100, "lr": 0.0057, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91, "top5_acc": 0.9875, "loss_cls": 0.36284, "loss": 0.36284, "time": 0.2325} +{"mode": "train", "epoch": 103, "iter": 1200, "lr": 0.00569, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.91562, "top5_acc": 0.99, "loss_cls": 0.3587, "loss": 0.3587, "time": 0.23151} +{"mode": "train", "epoch": 103, "iter": 1300, "lr": 0.00568, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.91875, "top5_acc": 0.9875, "loss_cls": 0.35225, "loss": 0.35225, "time": 0.23144} +{"mode": "train", "epoch": 103, "iter": 1400, "lr": 0.00567, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92, "top5_acc": 0.99438, "loss_cls": 0.31551, "loss": 0.31551, "time": 0.23183} +{"mode": "train", "epoch": 103, "iter": 1500, "lr": 0.00566, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.925, "top5_acc": 0.99188, "loss_cls": 0.33725, "loss": 0.33725, "time": 0.23064} +{"mode": "train", "epoch": 103, "iter": 1600, "lr": 0.00565, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.91688, "top5_acc": 0.99125, "loss_cls": 0.36372, "loss": 0.36372, "time": 0.22976} +{"mode": "train", "epoch": 103, "iter": 1700, "lr": 0.00564, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.90688, "top5_acc": 0.99188, "loss_cls": 0.36581, "loss": 0.36581, "time": 0.2299} +{"mode": "train", "epoch": 103, "iter": 1800, "lr": 0.00563, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.915, "top5_acc": 0.9925, "loss_cls": 0.33689, "loss": 0.33689, "time": 0.23017} +{"mode": "train", "epoch": 103, "iter": 1900, "lr": 0.00562, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.91562, "top5_acc": 0.99062, "loss_cls": 0.3478, "loss": 0.3478, "time": 0.2302} +{"mode": "train", "epoch": 103, "iter": 2000, "lr": 0.00562, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.90812, "top5_acc": 0.985, "loss_cls": 0.3666, "loss": 0.3666, "time": 0.22995} +{"mode": "train", "epoch": 103, "iter": 2100, "lr": 0.00561, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.91438, "top5_acc": 0.98812, "loss_cls": 0.36498, "loss": 0.36498, "time": 0.23005} +{"mode": "train", "epoch": 103, "iter": 2200, "lr": 0.0056, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.92, "top5_acc": 0.98938, "loss_cls": 0.35162, "loss": 0.35162, "time": 0.23011} +{"mode": "train", "epoch": 103, "iter": 2300, "lr": 0.00559, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.89875, "top5_acc": 0.98562, "loss_cls": 0.38644, "loss": 0.38644, "time": 0.22987} +{"mode": "val", "epoch": 103, "iter": 1184, "lr": 0.00558, "top1_acc": 0.91316, "top5_acc": 0.99234} +{"mode": "train", "epoch": 104, "iter": 100, "lr": 0.00557, "memory": 6499, "data_time": 0.16742, "top1_acc": 0.93625, "top5_acc": 0.99375, "loss_cls": 0.2743, "loss": 0.2743, "time": 0.39706} +{"mode": "train", "epoch": 104, "iter": 200, "lr": 0.00556, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.91625, "top5_acc": 0.98875, "loss_cls": 0.33772, "loss": 0.33772, "time": 0.23035} +{"mode": "train", "epoch": 104, "iter": 300, "lr": 0.00555, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9175, "top5_acc": 0.99188, "loss_cls": 0.32712, "loss": 0.32712, "time": 0.22996} +{"mode": "train", "epoch": 104, "iter": 400, "lr": 0.00555, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.925, "top5_acc": 0.99375, "loss_cls": 0.32252, "loss": 0.32252, "time": 0.22995} +{"mode": "train", "epoch": 104, "iter": 500, "lr": 0.00554, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.92438, "top5_acc": 0.99, "loss_cls": 0.34277, "loss": 0.34277, "time": 0.2301} +{"mode": "train", "epoch": 104, "iter": 600, "lr": 0.00553, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.92438, "top5_acc": 0.9875, "loss_cls": 0.32211, "loss": 0.32211, "time": 0.23029} +{"mode": "train", "epoch": 104, "iter": 700, "lr": 0.00552, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.91625, "top5_acc": 0.995, "loss_cls": 0.31726, "loss": 0.31726, "time": 0.22984} +{"mode": "train", "epoch": 104, "iter": 800, "lr": 0.00551, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.91438, "top5_acc": 0.98938, "loss_cls": 0.35624, "loss": 0.35624, "time": 0.23173} +{"mode": "train", "epoch": 104, "iter": 900, "lr": 0.0055, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91688, "top5_acc": 0.99375, "loss_cls": 0.34578, "loss": 0.34578, "time": 0.23266} +{"mode": "train", "epoch": 104, "iter": 1000, "lr": 0.00549, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.92438, "top5_acc": 0.99062, "loss_cls": 0.31724, "loss": 0.31724, "time": 0.23199} +{"mode": "train", "epoch": 104, "iter": 1100, "lr": 0.00548, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92688, "top5_acc": 0.9925, "loss_cls": 0.30659, "loss": 0.30659, "time": 0.2321} +{"mode": "train", "epoch": 104, "iter": 1200, "lr": 0.00547, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.91875, "top5_acc": 0.98938, "loss_cls": 0.33953, "loss": 0.33953, "time": 0.23082} +{"mode": "train", "epoch": 104, "iter": 1300, "lr": 0.00546, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.91312, "top5_acc": 0.99125, "loss_cls": 0.33247, "loss": 0.33247, "time": 0.23037} +{"mode": "train", "epoch": 104, "iter": 1400, "lr": 0.00545, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.91562, "top5_acc": 0.99125, "loss_cls": 0.34798, "loss": 0.34798, "time": 0.2324} +{"mode": "train", "epoch": 104, "iter": 1500, "lr": 0.00544, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.92562, "top5_acc": 0.98938, "loss_cls": 0.3079, "loss": 0.3079, "time": 0.23255} +{"mode": "train", "epoch": 104, "iter": 1600, "lr": 0.00544, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.91688, "top5_acc": 0.99, "loss_cls": 0.34582, "loss": 0.34582, "time": 0.23039} +{"mode": "train", "epoch": 104, "iter": 1700, "lr": 0.00543, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.90938, "top5_acc": 0.9875, "loss_cls": 0.3634, "loss": 0.3634, "time": 0.23041} +{"mode": "train", "epoch": 104, "iter": 1800, "lr": 0.00542, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.91625, "top5_acc": 0.9925, "loss_cls": 0.33834, "loss": 0.33834, "time": 0.23027} +{"mode": "train", "epoch": 104, "iter": 1900, "lr": 0.00541, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.92062, "top5_acc": 0.99125, "loss_cls": 0.36539, "loss": 0.36539, "time": 0.23142} +{"mode": "train", "epoch": 104, "iter": 2000, "lr": 0.0054, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.91938, "top5_acc": 0.9925, "loss_cls": 0.33769, "loss": 0.33769, "time": 0.23217} +{"mode": "train", "epoch": 104, "iter": 2100, "lr": 0.00539, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.905, "top5_acc": 0.98938, "loss_cls": 0.38936, "loss": 0.38936, "time": 0.23102} +{"mode": "train", "epoch": 104, "iter": 2200, "lr": 0.00538, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.915, "top5_acc": 0.99312, "loss_cls": 0.34897, "loss": 0.34897, "time": 0.23155} +{"mode": "train", "epoch": 104, "iter": 2300, "lr": 0.00537, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.92, "top5_acc": 0.99188, "loss_cls": 0.33785, "loss": 0.33785, "time": 0.23101} +{"mode": "val", "epoch": 104, "iter": 1184, "lr": 0.00537, "top1_acc": 0.92811, "top5_acc": 0.9944} +{"mode": "train", "epoch": 105, "iter": 100, "lr": 0.00536, "memory": 6499, "data_time": 0.17449, "top1_acc": 0.92688, "top5_acc": 0.99062, "loss_cls": 0.3098, "loss": 0.3098, "time": 0.40545} +{"mode": "train", "epoch": 105, "iter": 200, "lr": 0.00535, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93125, "top5_acc": 0.98688, "loss_cls": 0.31112, "loss": 0.31112, "time": 0.23106} +{"mode": "train", "epoch": 105, "iter": 300, "lr": 0.00534, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9325, "top5_acc": 0.99125, "loss_cls": 0.30295, "loss": 0.30295, "time": 0.23097} +{"mode": "train", "epoch": 105, "iter": 400, "lr": 0.00533, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9375, "top5_acc": 0.99188, "loss_cls": 0.28285, "loss": 0.28285, "time": 0.23107} +{"mode": "train", "epoch": 105, "iter": 500, "lr": 0.00532, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.93562, "top5_acc": 0.99062, "loss_cls": 0.28763, "loss": 0.28763, "time": 0.23065} +{"mode": "train", "epoch": 105, "iter": 600, "lr": 0.00531, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92625, "top5_acc": 0.99562, "loss_cls": 0.3074, "loss": 0.3074, "time": 0.23083} +{"mode": "train", "epoch": 105, "iter": 700, "lr": 0.0053, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92812, "top5_acc": 0.99312, "loss_cls": 0.31311, "loss": 0.31311, "time": 0.23061} +{"mode": "train", "epoch": 105, "iter": 800, "lr": 0.00529, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9275, "top5_acc": 0.99312, "loss_cls": 0.30539, "loss": 0.30539, "time": 0.23028} +{"mode": "train", "epoch": 105, "iter": 900, "lr": 0.00528, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91438, "top5_acc": 0.98938, "loss_cls": 0.34242, "loss": 0.34242, "time": 0.23178} +{"mode": "train", "epoch": 105, "iter": 1000, "lr": 0.00528, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92, "top5_acc": 0.99, "loss_cls": 0.31799, "loss": 0.31799, "time": 0.23194} +{"mode": "train", "epoch": 105, "iter": 1100, "lr": 0.00527, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92125, "top5_acc": 0.98938, "loss_cls": 0.33152, "loss": 0.33152, "time": 0.23129} +{"mode": "train", "epoch": 105, "iter": 1200, "lr": 0.00526, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.92375, "top5_acc": 0.99188, "loss_cls": 0.32534, "loss": 0.32534, "time": 0.23097} +{"mode": "train", "epoch": 105, "iter": 1300, "lr": 0.00525, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.91938, "top5_acc": 0.99375, "loss_cls": 0.33707, "loss": 0.33707, "time": 0.23103} +{"mode": "train", "epoch": 105, "iter": 1400, "lr": 0.00524, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.92562, "top5_acc": 0.99, "loss_cls": 0.31792, "loss": 0.31792, "time": 0.23045} +{"mode": "train", "epoch": 105, "iter": 1500, "lr": 0.00523, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.92375, "top5_acc": 0.98688, "loss_cls": 0.34414, "loss": 0.34414, "time": 0.23043} +{"mode": "train", "epoch": 105, "iter": 1600, "lr": 0.00522, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.92125, "top5_acc": 0.99062, "loss_cls": 0.31968, "loss": 0.31968, "time": 0.23027} +{"mode": "train", "epoch": 105, "iter": 1700, "lr": 0.00521, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.91438, "top5_acc": 0.98875, "loss_cls": 0.35287, "loss": 0.35287, "time": 0.23026} +{"mode": "train", "epoch": 105, "iter": 1800, "lr": 0.0052, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9125, "top5_acc": 0.99062, "loss_cls": 0.35924, "loss": 0.35924, "time": 0.23021} +{"mode": "train", "epoch": 105, "iter": 1900, "lr": 0.00519, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.92438, "top5_acc": 0.99188, "loss_cls": 0.32499, "loss": 0.32499, "time": 0.23085} +{"mode": "train", "epoch": 105, "iter": 2000, "lr": 0.00518, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9175, "top5_acc": 0.98875, "loss_cls": 0.34503, "loss": 0.34503, "time": 0.23066} +{"mode": "train", "epoch": 105, "iter": 2100, "lr": 0.00518, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.935, "top5_acc": 0.9925, "loss_cls": 0.29173, "loss": 0.29173, "time": 0.23066} +{"mode": "train", "epoch": 105, "iter": 2200, "lr": 0.00517, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.91812, "top5_acc": 0.99188, "loss_cls": 0.34357, "loss": 0.34357, "time": 0.23044} +{"mode": "train", "epoch": 105, "iter": 2300, "lr": 0.00516, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.92438, "top5_acc": 0.99438, "loss_cls": 0.31307, "loss": 0.31307, "time": 0.23039} +{"mode": "val", "epoch": 105, "iter": 1184, "lr": 0.00515, "top1_acc": 0.92378, "top5_acc": 0.99282} +{"mode": "train", "epoch": 106, "iter": 100, "lr": 0.00514, "memory": 6499, "data_time": 0.16588, "top1_acc": 0.93062, "top5_acc": 0.99312, "loss_cls": 0.30427, "loss": 0.30427, "time": 0.39671} +{"mode": "train", "epoch": 106, "iter": 200, "lr": 0.00513, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.92812, "top5_acc": 0.98812, "loss_cls": 0.32345, "loss": 0.32345, "time": 0.22989} +{"mode": "train", "epoch": 106, "iter": 300, "lr": 0.00513, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.92188, "top5_acc": 0.9925, "loss_cls": 0.31839, "loss": 0.31839, "time": 0.22986} +{"mode": "train", "epoch": 106, "iter": 400, "lr": 0.00512, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.93125, "top5_acc": 0.98938, "loss_cls": 0.28334, "loss": 0.28334, "time": 0.22974} +{"mode": "train", "epoch": 106, "iter": 500, "lr": 0.00511, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.92312, "top5_acc": 0.9925, "loss_cls": 0.3106, "loss": 0.3106, "time": 0.22979} +{"mode": "train", "epoch": 106, "iter": 600, "lr": 0.0051, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.92438, "top5_acc": 0.99312, "loss_cls": 0.29965, "loss": 0.29965, "time": 0.22981} +{"mode": "train", "epoch": 106, "iter": 700, "lr": 0.00509, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.92938, "top5_acc": 0.99312, "loss_cls": 0.29194, "loss": 0.29194, "time": 0.22985} +{"mode": "train", "epoch": 106, "iter": 800, "lr": 0.00508, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9275, "top5_acc": 0.9925, "loss_cls": 0.30106, "loss": 0.30106, "time": 0.23044} +{"mode": "train", "epoch": 106, "iter": 900, "lr": 0.00507, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.92438, "top5_acc": 0.99062, "loss_cls": 0.31323, "loss": 0.31323, "time": 0.23095} +{"mode": "train", "epoch": 106, "iter": 1000, "lr": 0.00506, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.915, "top5_acc": 0.99188, "loss_cls": 0.31929, "loss": 0.31929, "time": 0.23035} +{"mode": "train", "epoch": 106, "iter": 1100, "lr": 0.00505, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9125, "top5_acc": 0.9925, "loss_cls": 0.34209, "loss": 0.34209, "time": 0.23058} +{"mode": "train", "epoch": 106, "iter": 1200, "lr": 0.00505, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.91688, "top5_acc": 0.99125, "loss_cls": 0.35017, "loss": 0.35017, "time": 0.2321} +{"mode": "train", "epoch": 106, "iter": 1300, "lr": 0.00504, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.92, "top5_acc": 0.99438, "loss_cls": 0.30408, "loss": 0.30408, "time": 0.23068} +{"mode": "train", "epoch": 106, "iter": 1400, "lr": 0.00503, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.91625, "top5_acc": 0.99562, "loss_cls": 0.34542, "loss": 0.34542, "time": 0.22986} +{"mode": "train", "epoch": 106, "iter": 1500, "lr": 0.00502, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.91, "top5_acc": 0.99, "loss_cls": 0.37047, "loss": 0.37047, "time": 0.22977} +{"mode": "train", "epoch": 106, "iter": 1600, "lr": 0.00501, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9075, "top5_acc": 0.98562, "loss_cls": 0.38368, "loss": 0.38368, "time": 0.22984} +{"mode": "train", "epoch": 106, "iter": 1700, "lr": 0.005, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.925, "top5_acc": 0.99562, "loss_cls": 0.31239, "loss": 0.31239, "time": 0.2301} +{"mode": "train", "epoch": 106, "iter": 1800, "lr": 0.00499, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.91938, "top5_acc": 0.99312, "loss_cls": 0.3066, "loss": 0.3066, "time": 0.23061} +{"mode": "train", "epoch": 106, "iter": 1900, "lr": 0.00498, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.91938, "top5_acc": 0.99062, "loss_cls": 0.35125, "loss": 0.35125, "time": 0.22997} +{"mode": "train", "epoch": 106, "iter": 2000, "lr": 0.00497, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.915, "top5_acc": 0.99188, "loss_cls": 0.35421, "loss": 0.35421, "time": 0.23005} +{"mode": "train", "epoch": 106, "iter": 2100, "lr": 0.00497, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.91562, "top5_acc": 0.98625, "loss_cls": 0.36208, "loss": 0.36208, "time": 0.22983} +{"mode": "train", "epoch": 106, "iter": 2200, "lr": 0.00496, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.935, "top5_acc": 0.99, "loss_cls": 0.30463, "loss": 0.30463, "time": 0.22973} +{"mode": "train", "epoch": 106, "iter": 2300, "lr": 0.00495, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.92938, "top5_acc": 0.99062, "loss_cls": 0.30524, "loss": 0.30524, "time": 0.22968} +{"mode": "val", "epoch": 106, "iter": 1184, "lr": 0.00494, "top1_acc": 0.93234, "top5_acc": 0.99419} +{"mode": "train", "epoch": 107, "iter": 100, "lr": 0.00493, "memory": 6499, "data_time": 0.16988, "top1_acc": 0.92125, "top5_acc": 0.99, "loss_cls": 0.30617, "loss": 0.30617, "time": 0.40069} +{"mode": "train", "epoch": 107, "iter": 200, "lr": 0.00492, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9375, "top5_acc": 0.9975, "loss_cls": 0.27626, "loss": 0.27626, "time": 0.23053} +{"mode": "train", "epoch": 107, "iter": 300, "lr": 0.00492, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.93, "top5_acc": 0.9925, "loss_cls": 0.27931, "loss": 0.27931, "time": 0.2305} +{"mode": "train", "epoch": 107, "iter": 400, "lr": 0.00491, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.935, "top5_acc": 0.99188, "loss_cls": 0.28952, "loss": 0.28952, "time": 0.23065} +{"mode": "train", "epoch": 107, "iter": 500, "lr": 0.0049, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.92125, "top5_acc": 0.99062, "loss_cls": 0.32765, "loss": 0.32765, "time": 0.23187} +{"mode": "train", "epoch": 107, "iter": 600, "lr": 0.00489, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.91875, "top5_acc": 0.98938, "loss_cls": 0.32689, "loss": 0.32689, "time": 0.23153} +{"mode": "train", "epoch": 107, "iter": 700, "lr": 0.00488, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9275, "top5_acc": 0.99, "loss_cls": 0.29818, "loss": 0.29818, "time": 0.23099} +{"mode": "train", "epoch": 107, "iter": 800, "lr": 0.00487, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9225, "top5_acc": 0.9925, "loss_cls": 0.31134, "loss": 0.31134, "time": 0.23125} +{"mode": "train", "epoch": 107, "iter": 900, "lr": 0.00486, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.92562, "top5_acc": 0.99062, "loss_cls": 0.31968, "loss": 0.31968, "time": 0.23131} +{"mode": "train", "epoch": 107, "iter": 1000, "lr": 0.00485, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.935, "top5_acc": 0.99438, "loss_cls": 0.30326, "loss": 0.30326, "time": 0.23122} +{"mode": "train", "epoch": 107, "iter": 1100, "lr": 0.00485, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93375, "top5_acc": 0.995, "loss_cls": 0.27573, "loss": 0.27573, "time": 0.23078} +{"mode": "train", "epoch": 107, "iter": 1200, "lr": 0.00484, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.915, "top5_acc": 0.9875, "loss_cls": 0.34814, "loss": 0.34814, "time": 0.23299} +{"mode": "train", "epoch": 107, "iter": 1300, "lr": 0.00483, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.92375, "top5_acc": 0.99125, "loss_cls": 0.31401, "loss": 0.31401, "time": 0.23054} +{"mode": "train", "epoch": 107, "iter": 1400, "lr": 0.00482, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.94188, "top5_acc": 0.99312, "loss_cls": 0.27103, "loss": 0.27103, "time": 0.2318} +{"mode": "train", "epoch": 107, "iter": 1500, "lr": 0.00481, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9275, "top5_acc": 0.99312, "loss_cls": 0.30946, "loss": 0.30946, "time": 0.23136} +{"mode": "train", "epoch": 107, "iter": 1600, "lr": 0.0048, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.92438, "top5_acc": 0.98938, "loss_cls": 0.31748, "loss": 0.31748, "time": 0.2309} +{"mode": "train", "epoch": 107, "iter": 1700, "lr": 0.00479, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92688, "top5_acc": 0.99312, "loss_cls": 0.29796, "loss": 0.29796, "time": 0.23047} +{"mode": "train", "epoch": 107, "iter": 1800, "lr": 0.00478, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9225, "top5_acc": 0.99062, "loss_cls": 0.31667, "loss": 0.31667, "time": 0.23096} +{"mode": "train", "epoch": 107, "iter": 1900, "lr": 0.00478, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.92375, "top5_acc": 0.99312, "loss_cls": 0.30163, "loss": 0.30163, "time": 0.23167} +{"mode": "train", "epoch": 107, "iter": 2000, "lr": 0.00477, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91938, "top5_acc": 0.99188, "loss_cls": 0.33212, "loss": 0.33212, "time": 0.23168} +{"mode": "train", "epoch": 107, "iter": 2100, "lr": 0.00476, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91938, "top5_acc": 0.98938, "loss_cls": 0.35435, "loss": 0.35435, "time": 0.23151} +{"mode": "train", "epoch": 107, "iter": 2200, "lr": 0.00475, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.91562, "top5_acc": 0.98625, "loss_cls": 0.35521, "loss": 0.35521, "time": 0.23064} +{"mode": "train", "epoch": 107, "iter": 2300, "lr": 0.00474, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.92938, "top5_acc": 0.98875, "loss_cls": 0.30841, "loss": 0.30841, "time": 0.23034} +{"mode": "val", "epoch": 107, "iter": 1184, "lr": 0.00474, "top1_acc": 0.93149, "top5_acc": 0.99382} +{"mode": "train", "epoch": 108, "iter": 100, "lr": 0.00473, "memory": 6499, "data_time": 0.16629, "top1_acc": 0.93, "top5_acc": 0.99188, "loss_cls": 0.28672, "loss": 0.28672, "time": 0.39694} +{"mode": "train", "epoch": 108, "iter": 200, "lr": 0.00472, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.93312, "top5_acc": 0.9925, "loss_cls": 0.28567, "loss": 0.28567, "time": 0.23052} +{"mode": "train", "epoch": 108, "iter": 300, "lr": 0.00471, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.93875, "top5_acc": 0.99312, "loss_cls": 0.26067, "loss": 0.26067, "time": 0.23187} +{"mode": "train", "epoch": 108, "iter": 400, "lr": 0.0047, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.94, "top5_acc": 0.99312, "loss_cls": 0.26666, "loss": 0.26666, "time": 0.23137} +{"mode": "train", "epoch": 108, "iter": 500, "lr": 0.00469, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.93812, "top5_acc": 0.995, "loss_cls": 0.28728, "loss": 0.28728, "time": 0.23067} +{"mode": "train", "epoch": 108, "iter": 600, "lr": 0.00468, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9275, "top5_acc": 0.995, "loss_cls": 0.29159, "loss": 0.29159, "time": 0.23014} +{"mode": "train", "epoch": 108, "iter": 700, "lr": 0.00467, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.935, "top5_acc": 0.99375, "loss_cls": 0.28309, "loss": 0.28309, "time": 0.23132} +{"mode": "train", "epoch": 108, "iter": 800, "lr": 0.00467, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9425, "top5_acc": 0.99562, "loss_cls": 0.26875, "loss": 0.26875, "time": 0.23143} +{"mode": "train", "epoch": 108, "iter": 900, "lr": 0.00466, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92938, "top5_acc": 0.99375, "loss_cls": 0.30425, "loss": 0.30425, "time": 0.23236} +{"mode": "train", "epoch": 108, "iter": 1000, "lr": 0.00465, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9125, "top5_acc": 0.99062, "loss_cls": 0.33783, "loss": 0.33783, "time": 0.23085} +{"mode": "train", "epoch": 108, "iter": 1100, "lr": 0.00464, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.93125, "top5_acc": 0.99438, "loss_cls": 0.29199, "loss": 0.29199, "time": 0.23311} +{"mode": "train", "epoch": 108, "iter": 1200, "lr": 0.00463, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93375, "top5_acc": 0.99375, "loss_cls": 0.27538, "loss": 0.27538, "time": 0.23276} +{"mode": "train", "epoch": 108, "iter": 1300, "lr": 0.00462, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.93812, "top5_acc": 0.99312, "loss_cls": 0.27123, "loss": 0.27123, "time": 0.23134} +{"mode": "train", "epoch": 108, "iter": 1400, "lr": 0.00461, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.92812, "top5_acc": 0.98812, "loss_cls": 0.3117, "loss": 0.3117, "time": 0.23071} +{"mode": "train", "epoch": 108, "iter": 1500, "lr": 0.00461, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93, "top5_acc": 0.99188, "loss_cls": 0.29751, "loss": 0.29751, "time": 0.23062} +{"mode": "train", "epoch": 108, "iter": 1600, "lr": 0.0046, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.92875, "top5_acc": 0.9925, "loss_cls": 0.30105, "loss": 0.30105, "time": 0.23053} +{"mode": "train", "epoch": 108, "iter": 1700, "lr": 0.00459, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.93062, "top5_acc": 0.995, "loss_cls": 0.28235, "loss": 0.28235, "time": 0.23089} +{"mode": "train", "epoch": 108, "iter": 1800, "lr": 0.00458, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.93375, "top5_acc": 0.995, "loss_cls": 0.28007, "loss": 0.28007, "time": 0.23141} +{"mode": "train", "epoch": 108, "iter": 1900, "lr": 0.00457, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93, "top5_acc": 0.99125, "loss_cls": 0.29151, "loss": 0.29151, "time": 0.23067} +{"mode": "train", "epoch": 108, "iter": 2000, "lr": 0.00456, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.92688, "top5_acc": 0.99188, "loss_cls": 0.28429, "loss": 0.28429, "time": 0.23342} +{"mode": "train", "epoch": 108, "iter": 2100, "lr": 0.00455, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.93875, "top5_acc": 0.99062, "loss_cls": 0.27216, "loss": 0.27216, "time": 0.23281} +{"mode": "train", "epoch": 108, "iter": 2200, "lr": 0.00455, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.93, "top5_acc": 0.99062, "loss_cls": 0.30827, "loss": 0.30827, "time": 0.23168} +{"mode": "train", "epoch": 108, "iter": 2300, "lr": 0.00454, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9325, "top5_acc": 0.99375, "loss_cls": 0.29125, "loss": 0.29125, "time": 0.23075} +{"mode": "val", "epoch": 108, "iter": 1184, "lr": 0.00453, "top1_acc": 0.91813, "top5_acc": 0.99197} +{"mode": "train", "epoch": 109, "iter": 100, "lr": 0.00452, "memory": 6499, "data_time": 0.17031, "top1_acc": 0.94062, "top5_acc": 0.99688, "loss_cls": 0.25393, "loss": 0.25393, "time": 0.40188} +{"mode": "train", "epoch": 109, "iter": 200, "lr": 0.00452, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9375, "top5_acc": 0.99312, "loss_cls": 0.24966, "loss": 0.24966, "time": 0.23059} +{"mode": "train", "epoch": 109, "iter": 300, "lr": 0.00451, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93812, "top5_acc": 0.99188, "loss_cls": 0.28427, "loss": 0.28427, "time": 0.2304} +{"mode": "train", "epoch": 109, "iter": 400, "lr": 0.0045, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.92625, "top5_acc": 0.99188, "loss_cls": 0.30856, "loss": 0.30856, "time": 0.23122} +{"mode": "train", "epoch": 109, "iter": 500, "lr": 0.00449, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9425, "top5_acc": 0.995, "loss_cls": 0.25928, "loss": 0.25928, "time": 0.23101} +{"mode": "train", "epoch": 109, "iter": 600, "lr": 0.00448, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.93375, "top5_acc": 0.99062, "loss_cls": 0.27507, "loss": 0.27507, "time": 0.23148} +{"mode": "train", "epoch": 109, "iter": 700, "lr": 0.00447, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.92812, "top5_acc": 0.9925, "loss_cls": 0.2982, "loss": 0.2982, "time": 0.23001} +{"mode": "train", "epoch": 109, "iter": 800, "lr": 0.00446, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.93188, "top5_acc": 0.99312, "loss_cls": 0.28781, "loss": 0.28781, "time": 0.23222} +{"mode": "train", "epoch": 109, "iter": 900, "lr": 0.00446, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.93375, "top5_acc": 0.9925, "loss_cls": 0.2968, "loss": 0.2968, "time": 0.23232} +{"mode": "train", "epoch": 109, "iter": 1000, "lr": 0.00445, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93688, "top5_acc": 0.99312, "loss_cls": 0.26368, "loss": 0.26368, "time": 0.23244} +{"mode": "train", "epoch": 109, "iter": 1100, "lr": 0.00444, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92938, "top5_acc": 0.99125, "loss_cls": 0.30223, "loss": 0.30223, "time": 0.23196} +{"mode": "train", "epoch": 109, "iter": 1200, "lr": 0.00443, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.93, "top5_acc": 0.99125, "loss_cls": 0.27623, "loss": 0.27623, "time": 0.23165} +{"mode": "train", "epoch": 109, "iter": 1300, "lr": 0.00442, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.93312, "top5_acc": 0.99125, "loss_cls": 0.29348, "loss": 0.29348, "time": 0.23131} +{"mode": "train", "epoch": 109, "iter": 1400, "lr": 0.00441, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9325, "top5_acc": 0.98875, "loss_cls": 0.29816, "loss": 0.29816, "time": 0.23041} +{"mode": "train", "epoch": 109, "iter": 1500, "lr": 0.0044, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.93875, "top5_acc": 0.99312, "loss_cls": 0.26024, "loss": 0.26024, "time": 0.23073} +{"mode": "train", "epoch": 109, "iter": 1600, "lr": 0.0044, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9175, "top5_acc": 0.99188, "loss_cls": 0.35412, "loss": 0.35412, "time": 0.23219} +{"mode": "train", "epoch": 109, "iter": 1700, "lr": 0.00439, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.92625, "top5_acc": 0.9925, "loss_cls": 0.29702, "loss": 0.29702, "time": 0.23228} +{"mode": "train", "epoch": 109, "iter": 1800, "lr": 0.00438, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.925, "top5_acc": 0.99125, "loss_cls": 0.295, "loss": 0.295, "time": 0.23041} +{"mode": "train", "epoch": 109, "iter": 1900, "lr": 0.00437, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93062, "top5_acc": 0.99125, "loss_cls": 0.28576, "loss": 0.28576, "time": 0.23132} +{"mode": "train", "epoch": 109, "iter": 2000, "lr": 0.00436, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.93375, "top5_acc": 0.9925, "loss_cls": 0.28899, "loss": 0.28899, "time": 0.23094} +{"mode": "train", "epoch": 109, "iter": 2100, "lr": 0.00435, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92938, "top5_acc": 0.99438, "loss_cls": 0.29708, "loss": 0.29708, "time": 0.23075} +{"mode": "train", "epoch": 109, "iter": 2200, "lr": 0.00435, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92188, "top5_acc": 0.9925, "loss_cls": 0.31513, "loss": 0.31513, "time": 0.23022} +{"mode": "train", "epoch": 109, "iter": 2300, "lr": 0.00434, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9325, "top5_acc": 0.99312, "loss_cls": 0.29277, "loss": 0.29277, "time": 0.23054} +{"mode": "val", "epoch": 109, "iter": 1184, "lr": 0.00433, "top1_acc": 0.93297, "top5_acc": 0.99461} +{"mode": "train", "epoch": 110, "iter": 100, "lr": 0.00432, "memory": 6499, "data_time": 0.16841, "top1_acc": 0.94625, "top5_acc": 0.99562, "loss_cls": 0.22056, "loss": 0.22056, "time": 0.40023} +{"mode": "train", "epoch": 110, "iter": 200, "lr": 0.00432, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.94875, "top5_acc": 0.99688, "loss_cls": 0.23431, "loss": 0.23431, "time": 0.23219} +{"mode": "train", "epoch": 110, "iter": 300, "lr": 0.00431, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93688, "top5_acc": 0.99312, "loss_cls": 0.26645, "loss": 0.26645, "time": 0.23344} +{"mode": "train", "epoch": 110, "iter": 400, "lr": 0.0043, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.93, "top5_acc": 0.99375, "loss_cls": 0.2909, "loss": 0.2909, "time": 0.23118} +{"mode": "train", "epoch": 110, "iter": 500, "lr": 0.00429, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9275, "top5_acc": 0.99375, "loss_cls": 0.27637, "loss": 0.27637, "time": 0.23177} +{"mode": "train", "epoch": 110, "iter": 600, "lr": 0.00428, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.94125, "top5_acc": 0.99438, "loss_cls": 0.25875, "loss": 0.25875, "time": 0.23048} +{"mode": "train", "epoch": 110, "iter": 700, "lr": 0.00427, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.92938, "top5_acc": 0.99188, "loss_cls": 0.27643, "loss": 0.27643, "time": 0.22958} +{"mode": "train", "epoch": 110, "iter": 800, "lr": 0.00427, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.935, "top5_acc": 0.995, "loss_cls": 0.27296, "loss": 0.27296, "time": 0.23033} +{"mode": "train", "epoch": 110, "iter": 900, "lr": 0.00426, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.93688, "top5_acc": 0.99188, "loss_cls": 0.26805, "loss": 0.26805, "time": 0.23078} +{"mode": "train", "epoch": 110, "iter": 1000, "lr": 0.00425, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.94812, "top5_acc": 0.995, "loss_cls": 0.23622, "loss": 0.23622, "time": 0.22951} +{"mode": "train", "epoch": 110, "iter": 1100, "lr": 0.00424, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93625, "top5_acc": 0.99438, "loss_cls": 0.26623, "loss": 0.26623, "time": 0.22941} +{"mode": "train", "epoch": 110, "iter": 1200, "lr": 0.00423, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.93438, "top5_acc": 0.99062, "loss_cls": 0.28605, "loss": 0.28605, "time": 0.2296} +{"mode": "train", "epoch": 110, "iter": 1300, "lr": 0.00422, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.92875, "top5_acc": 0.99, "loss_cls": 0.30638, "loss": 0.30638, "time": 0.22993} +{"mode": "train", "epoch": 110, "iter": 1400, "lr": 0.00422, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.92125, "top5_acc": 0.99375, "loss_cls": 0.30853, "loss": 0.30853, "time": 0.23067} +{"mode": "train", "epoch": 110, "iter": 1500, "lr": 0.00421, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.92, "top5_acc": 0.9875, "loss_cls": 0.33289, "loss": 0.33289, "time": 0.2319} +{"mode": "train", "epoch": 110, "iter": 1600, "lr": 0.0042, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92562, "top5_acc": 0.99062, "loss_cls": 0.30853, "loss": 0.30853, "time": 0.23204} +{"mode": "train", "epoch": 110, "iter": 1700, "lr": 0.00419, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.92812, "top5_acc": 0.99, "loss_cls": 0.30585, "loss": 0.30585, "time": 0.23021} +{"mode": "train", "epoch": 110, "iter": 1800, "lr": 0.00418, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9325, "top5_acc": 0.995, "loss_cls": 0.28351, "loss": 0.28351, "time": 0.23027} +{"mode": "train", "epoch": 110, "iter": 1900, "lr": 0.00417, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.93188, "top5_acc": 0.99062, "loss_cls": 0.28152, "loss": 0.28152, "time": 0.23002} +{"mode": "train", "epoch": 110, "iter": 2000, "lr": 0.00417, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.93938, "top5_acc": 0.99375, "loss_cls": 0.2522, "loss": 0.2522, "time": 0.22998} +{"mode": "train", "epoch": 110, "iter": 2100, "lr": 0.00416, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9275, "top5_acc": 0.99312, "loss_cls": 0.28827, "loss": 0.28827, "time": 0.22976} +{"mode": "train", "epoch": 110, "iter": 2200, "lr": 0.00415, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.91688, "top5_acc": 0.99, "loss_cls": 0.31452, "loss": 0.31452, "time": 0.23016} +{"mode": "train", "epoch": 110, "iter": 2300, "lr": 0.00414, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.93, "top5_acc": 0.99062, "loss_cls": 0.30121, "loss": 0.30121, "time": 0.22985} +{"mode": "val", "epoch": 110, "iter": 1184, "lr": 0.00414, "top1_acc": 0.93408, "top5_acc": 0.99371} +{"mode": "train", "epoch": 111, "iter": 100, "lr": 0.00413, "memory": 6499, "data_time": 0.17004, "top1_acc": 0.94438, "top5_acc": 0.99375, "loss_cls": 0.24002, "loss": 0.24002, "time": 0.40084} +{"mode": "train", "epoch": 111, "iter": 200, "lr": 0.00412, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93875, "top5_acc": 0.99562, "loss_cls": 0.25303, "loss": 0.25303, "time": 0.23059} +{"mode": "train", "epoch": 111, "iter": 300, "lr": 0.00411, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.94625, "top5_acc": 0.99188, "loss_cls": 0.2563, "loss": 0.2563, "time": 0.23099} +{"mode": "train", "epoch": 111, "iter": 400, "lr": 0.0041, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93438, "top5_acc": 0.99312, "loss_cls": 0.28296, "loss": 0.28296, "time": 0.23058} +{"mode": "train", "epoch": 111, "iter": 500, "lr": 0.00409, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9325, "top5_acc": 0.99375, "loss_cls": 0.27146, "loss": 0.27146, "time": 0.23151} +{"mode": "train", "epoch": 111, "iter": 600, "lr": 0.00409, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.93625, "top5_acc": 0.995, "loss_cls": 0.25599, "loss": 0.25599, "time": 0.23065} +{"mode": "train", "epoch": 111, "iter": 700, "lr": 0.00408, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.93625, "top5_acc": 0.99438, "loss_cls": 0.2575, "loss": 0.2575, "time": 0.23196} +{"mode": "train", "epoch": 111, "iter": 800, "lr": 0.00407, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.94438, "top5_acc": 0.99312, "loss_cls": 0.26108, "loss": 0.26108, "time": 0.23202} +{"mode": "train", "epoch": 111, "iter": 900, "lr": 0.00406, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94375, "top5_acc": 0.99188, "loss_cls": 0.24104, "loss": 0.24104, "time": 0.2325} +{"mode": "train", "epoch": 111, "iter": 1000, "lr": 0.00405, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.94312, "top5_acc": 0.99688, "loss_cls": 0.23665, "loss": 0.23665, "time": 0.23202} +{"mode": "train", "epoch": 111, "iter": 1100, "lr": 0.00405, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9325, "top5_acc": 0.99438, "loss_cls": 0.27014, "loss": 0.27014, "time": 0.23079} +{"mode": "train", "epoch": 111, "iter": 1200, "lr": 0.00404, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.93062, "top5_acc": 0.99125, "loss_cls": 0.29982, "loss": 0.29982, "time": 0.23005} +{"mode": "train", "epoch": 111, "iter": 1300, "lr": 0.00403, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92875, "top5_acc": 0.99438, "loss_cls": 0.2783, "loss": 0.2783, "time": 0.22967} +{"mode": "train", "epoch": 111, "iter": 1400, "lr": 0.00402, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.94125, "top5_acc": 0.99688, "loss_cls": 0.24757, "loss": 0.24757, "time": 0.23017} +{"mode": "train", "epoch": 111, "iter": 1500, "lr": 0.00401, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.94062, "top5_acc": 0.99375, "loss_cls": 0.26414, "loss": 0.26414, "time": 0.23079} +{"mode": "train", "epoch": 111, "iter": 1600, "lr": 0.004, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.93562, "top5_acc": 0.99688, "loss_cls": 0.26148, "loss": 0.26148, "time": 0.23219} +{"mode": "train", "epoch": 111, "iter": 1700, "lr": 0.004, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9325, "top5_acc": 0.99688, "loss_cls": 0.26976, "loss": 0.26976, "time": 0.22971} +{"mode": "train", "epoch": 111, "iter": 1800, "lr": 0.00399, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.92625, "top5_acc": 0.99562, "loss_cls": 0.29023, "loss": 0.29023, "time": 0.23058} +{"mode": "train", "epoch": 111, "iter": 1900, "lr": 0.00398, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93812, "top5_acc": 0.9925, "loss_cls": 0.27708, "loss": 0.27708, "time": 0.23069} +{"mode": "train", "epoch": 111, "iter": 2000, "lr": 0.00397, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.91562, "top5_acc": 0.99312, "loss_cls": 0.33098, "loss": 0.33098, "time": 0.23011} +{"mode": "train", "epoch": 111, "iter": 2100, "lr": 0.00396, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.94125, "top5_acc": 0.99188, "loss_cls": 0.26629, "loss": 0.26629, "time": 0.22999} +{"mode": "train", "epoch": 111, "iter": 2200, "lr": 0.00396, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.945, "top5_acc": 0.9925, "loss_cls": 0.23286, "loss": 0.23286, "time": 0.23025} +{"mode": "train", "epoch": 111, "iter": 2300, "lr": 0.00395, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.945, "top5_acc": 0.995, "loss_cls": 0.23539, "loss": 0.23539, "time": 0.22986} +{"mode": "val", "epoch": 111, "iter": 1184, "lr": 0.00394, "top1_acc": 0.92827, "top5_acc": 0.99324} +{"mode": "train", "epoch": 112, "iter": 100, "lr": 0.00394, "memory": 6499, "data_time": 0.16839, "top1_acc": 0.935, "top5_acc": 0.9925, "loss_cls": 0.26948, "loss": 0.26948, "time": 0.3997} +{"mode": "train", "epoch": 112, "iter": 200, "lr": 0.00393, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.94, "top5_acc": 0.99312, "loss_cls": 0.25296, "loss": 0.25296, "time": 0.23113} +{"mode": "train", "epoch": 112, "iter": 300, "lr": 0.00392, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.94312, "top5_acc": 0.99438, "loss_cls": 0.22796, "loss": 0.22796, "time": 0.23043} +{"mode": "train", "epoch": 112, "iter": 400, "lr": 0.00391, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.94438, "top5_acc": 0.9925, "loss_cls": 0.2447, "loss": 0.2447, "time": 0.2313} +{"mode": "train", "epoch": 112, "iter": 500, "lr": 0.0039, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.93125, "top5_acc": 0.99375, "loss_cls": 0.29252, "loss": 0.29252, "time": 0.23202} +{"mode": "train", "epoch": 112, "iter": 600, "lr": 0.00389, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.94375, "top5_acc": 0.99562, "loss_cls": 0.2509, "loss": 0.2509, "time": 0.23174} +{"mode": "train", "epoch": 112, "iter": 700, "lr": 0.00389, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9475, "top5_acc": 0.995, "loss_cls": 0.22809, "loss": 0.22809, "time": 0.23216} +{"mode": "train", "epoch": 112, "iter": 800, "lr": 0.00388, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.95562, "top5_acc": 0.99438, "loss_cls": 0.22315, "loss": 0.22315, "time": 0.23251} +{"mode": "train", "epoch": 112, "iter": 900, "lr": 0.00387, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94438, "top5_acc": 0.99062, "loss_cls": 0.25489, "loss": 0.25489, "time": 0.231} +{"mode": "train", "epoch": 112, "iter": 1000, "lr": 0.00386, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93562, "top5_acc": 0.99562, "loss_cls": 0.25771, "loss": 0.25771, "time": 0.23109} +{"mode": "train", "epoch": 112, "iter": 1100, "lr": 0.00385, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9375, "top5_acc": 0.99438, "loss_cls": 0.25091, "loss": 0.25091, "time": 0.23105} +{"mode": "train", "epoch": 112, "iter": 1200, "lr": 0.00385, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.94688, "top5_acc": 0.99375, "loss_cls": 0.24423, "loss": 0.24423, "time": 0.23117} +{"mode": "train", "epoch": 112, "iter": 1300, "lr": 0.00384, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.94125, "top5_acc": 0.995, "loss_cls": 0.2453, "loss": 0.2453, "time": 0.2314} +{"mode": "train", "epoch": 112, "iter": 1400, "lr": 0.00383, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.95188, "top5_acc": 0.99625, "loss_cls": 0.22269, "loss": 0.22269, "time": 0.23214} +{"mode": "train", "epoch": 112, "iter": 1500, "lr": 0.00382, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.91875, "top5_acc": 0.99062, "loss_cls": 0.3172, "loss": 0.3172, "time": 0.23179} +{"mode": "train", "epoch": 112, "iter": 1600, "lr": 0.00381, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.935, "top5_acc": 0.99375, "loss_cls": 0.28619, "loss": 0.28619, "time": 0.23065} +{"mode": "train", "epoch": 112, "iter": 1700, "lr": 0.00381, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94312, "top5_acc": 0.99438, "loss_cls": 0.25041, "loss": 0.25041, "time": 0.23191} +{"mode": "train", "epoch": 112, "iter": 1800, "lr": 0.0038, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92125, "top5_acc": 0.99062, "loss_cls": 0.30807, "loss": 0.30807, "time": 0.23198} +{"mode": "train", "epoch": 112, "iter": 1900, "lr": 0.00379, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.93562, "top5_acc": 0.99125, "loss_cls": 0.2759, "loss": 0.2759, "time": 0.23197} +{"mode": "train", "epoch": 112, "iter": 2000, "lr": 0.00378, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93125, "top5_acc": 0.99688, "loss_cls": 0.28017, "loss": 0.28017, "time": 0.23111} +{"mode": "train", "epoch": 112, "iter": 2100, "lr": 0.00377, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.92375, "top5_acc": 0.9925, "loss_cls": 0.29497, "loss": 0.29497, "time": 0.23102} +{"mode": "train", "epoch": 112, "iter": 2200, "lr": 0.00377, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.92875, "top5_acc": 0.99188, "loss_cls": 0.28237, "loss": 0.28237, "time": 0.23247} +{"mode": "train", "epoch": 112, "iter": 2300, "lr": 0.00376, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92812, "top5_acc": 0.99188, "loss_cls": 0.30007, "loss": 0.30007, "time": 0.23152} +{"mode": "val", "epoch": 112, "iter": 1184, "lr": 0.00375, "top1_acc": 0.93044, "top5_acc": 0.99297} +{"mode": "train", "epoch": 113, "iter": 100, "lr": 0.00375, "memory": 6499, "data_time": 0.16654, "top1_acc": 0.9575, "top5_acc": 0.99625, "loss_cls": 0.20558, "loss": 0.20558, "time": 0.39743} +{"mode": "train", "epoch": 113, "iter": 200, "lr": 0.00374, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.94688, "top5_acc": 0.99188, "loss_cls": 0.24607, "loss": 0.24607, "time": 0.22977} +{"mode": "train", "epoch": 113, "iter": 300, "lr": 0.00373, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.95188, "top5_acc": 0.99438, "loss_cls": 0.21441, "loss": 0.21441, "time": 0.23135} +{"mode": "train", "epoch": 113, "iter": 400, "lr": 0.00372, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.95438, "top5_acc": 0.99438, "loss_cls": 0.21346, "loss": 0.21346, "time": 0.23046} +{"mode": "train", "epoch": 113, "iter": 500, "lr": 0.00371, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.945, "top5_acc": 0.99438, "loss_cls": 0.23994, "loss": 0.23994, "time": 0.23134} +{"mode": "train", "epoch": 113, "iter": 600, "lr": 0.00371, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.95438, "top5_acc": 0.99688, "loss_cls": 0.19912, "loss": 0.19912, "time": 0.23122} +{"mode": "train", "epoch": 113, "iter": 700, "lr": 0.0037, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.95125, "top5_acc": 0.99438, "loss_cls": 0.21328, "loss": 0.21328, "time": 0.23161} +{"mode": "train", "epoch": 113, "iter": 800, "lr": 0.00369, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.94062, "top5_acc": 0.99625, "loss_cls": 0.2377, "loss": 0.2377, "time": 0.23094} +{"mode": "train", "epoch": 113, "iter": 900, "lr": 0.00368, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.95438, "top5_acc": 0.99062, "loss_cls": 0.22584, "loss": 0.22584, "time": 0.22988} +{"mode": "train", "epoch": 113, "iter": 1000, "lr": 0.00368, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.94688, "top5_acc": 0.99562, "loss_cls": 0.22739, "loss": 0.22739, "time": 0.22943} +{"mode": "train", "epoch": 113, "iter": 1100, "lr": 0.00367, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.93812, "top5_acc": 0.99438, "loss_cls": 0.2628, "loss": 0.2628, "time": 0.22959} +{"mode": "train", "epoch": 113, "iter": 1200, "lr": 0.00366, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.94812, "top5_acc": 0.99438, "loss_cls": 0.21326, "loss": 0.21326, "time": 0.22968} +{"mode": "train", "epoch": 113, "iter": 1300, "lr": 0.00365, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.93062, "top5_acc": 0.99375, "loss_cls": 0.28011, "loss": 0.28011, "time": 0.22981} +{"mode": "train", "epoch": 113, "iter": 1400, "lr": 0.00364, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.93312, "top5_acc": 0.995, "loss_cls": 0.28177, "loss": 0.28177, "time": 0.23009} +{"mode": "train", "epoch": 113, "iter": 1500, "lr": 0.00364, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93375, "top5_acc": 0.99125, "loss_cls": 0.28506, "loss": 0.28506, "time": 0.23036} +{"mode": "train", "epoch": 113, "iter": 1600, "lr": 0.00363, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9275, "top5_acc": 0.99125, "loss_cls": 0.29525, "loss": 0.29525, "time": 0.2312} +{"mode": "train", "epoch": 113, "iter": 1700, "lr": 0.00362, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.94938, "top5_acc": 0.99438, "loss_cls": 0.22227, "loss": 0.22227, "time": 0.23217} +{"mode": "train", "epoch": 113, "iter": 1800, "lr": 0.00361, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.94062, "top5_acc": 0.9925, "loss_cls": 0.26291, "loss": 0.26291, "time": 0.23172} +{"mode": "train", "epoch": 113, "iter": 1900, "lr": 0.0036, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.93438, "top5_acc": 0.9925, "loss_cls": 0.27053, "loss": 0.27053, "time": 0.2312} +{"mode": "train", "epoch": 113, "iter": 2000, "lr": 0.0036, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.94188, "top5_acc": 0.9925, "loss_cls": 0.24816, "loss": 0.24816, "time": 0.23188} +{"mode": "train", "epoch": 113, "iter": 2100, "lr": 0.00359, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.92438, "top5_acc": 0.99062, "loss_cls": 0.31015, "loss": 0.31015, "time": 0.23167} +{"mode": "train", "epoch": 113, "iter": 2200, "lr": 0.00358, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.93688, "top5_acc": 0.99312, "loss_cls": 0.28202, "loss": 0.28202, "time": 0.23086} +{"mode": "train", "epoch": 113, "iter": 2300, "lr": 0.00357, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93375, "top5_acc": 0.99188, "loss_cls": 0.27591, "loss": 0.27591, "time": 0.23064} +{"mode": "val", "epoch": 113, "iter": 1184, "lr": 0.00357, "top1_acc": 0.92478, "top5_acc": 0.99366} +{"mode": "train", "epoch": 114, "iter": 100, "lr": 0.00356, "memory": 6499, "data_time": 0.16933, "top1_acc": 0.945, "top5_acc": 0.995, "loss_cls": 0.21809, "loss": 0.21809, "time": 0.40072} +{"mode": "train", "epoch": 114, "iter": 200, "lr": 0.00355, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95125, "top5_acc": 0.9925, "loss_cls": 0.23574, "loss": 0.23574, "time": 0.23093} +{"mode": "train", "epoch": 114, "iter": 300, "lr": 0.00355, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9525, "top5_acc": 0.9925, "loss_cls": 0.22873, "loss": 0.22873, "time": 0.23009} +{"mode": "train", "epoch": 114, "iter": 400, "lr": 0.00354, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9525, "top5_acc": 0.99062, "loss_cls": 0.22649, "loss": 0.22649, "time": 0.23036} +{"mode": "train", "epoch": 114, "iter": 500, "lr": 0.00353, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93875, "top5_acc": 0.99438, "loss_cls": 0.25854, "loss": 0.25854, "time": 0.23029} +{"mode": "train", "epoch": 114, "iter": 600, "lr": 0.00352, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.94938, "top5_acc": 0.99625, "loss_cls": 0.21415, "loss": 0.21415, "time": 0.23111} +{"mode": "train", "epoch": 114, "iter": 700, "lr": 0.00351, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.94812, "top5_acc": 0.995, "loss_cls": 0.23393, "loss": 0.23393, "time": 0.2308} +{"mode": "train", "epoch": 114, "iter": 800, "lr": 0.00351, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.94938, "top5_acc": 0.99562, "loss_cls": 0.22577, "loss": 0.22577, "time": 0.23136} +{"mode": "train", "epoch": 114, "iter": 900, "lr": 0.0035, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.94812, "top5_acc": 0.99562, "loss_cls": 0.23767, "loss": 0.23767, "time": 0.23022} +{"mode": "train", "epoch": 114, "iter": 1000, "lr": 0.00349, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94625, "top5_acc": 0.99438, "loss_cls": 0.22392, "loss": 0.22392, "time": 0.23139} +{"mode": "train", "epoch": 114, "iter": 1100, "lr": 0.00348, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.94062, "top5_acc": 0.9975, "loss_cls": 0.23357, "loss": 0.23357, "time": 0.23019} +{"mode": "train", "epoch": 114, "iter": 1200, "lr": 0.00348, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9525, "top5_acc": 0.99688, "loss_cls": 0.20236, "loss": 0.20236, "time": 0.23015} +{"mode": "train", "epoch": 114, "iter": 1300, "lr": 0.00347, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.93938, "top5_acc": 0.995, "loss_cls": 0.24717, "loss": 0.24717, "time": 0.2307} +{"mode": "train", "epoch": 114, "iter": 1400, "lr": 0.00346, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.95312, "top5_acc": 0.99438, "loss_cls": 0.22962, "loss": 0.22962, "time": 0.23016} +{"mode": "train", "epoch": 114, "iter": 1500, "lr": 0.00345, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.94562, "top5_acc": 0.995, "loss_cls": 0.24443, "loss": 0.24443, "time": 0.23004} +{"mode": "train", "epoch": 114, "iter": 1600, "lr": 0.00345, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.93938, "top5_acc": 0.99438, "loss_cls": 0.24642, "loss": 0.24642, "time": 0.23001} +{"mode": "train", "epoch": 114, "iter": 1700, "lr": 0.00344, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.94875, "top5_acc": 0.99438, "loss_cls": 0.22608, "loss": 0.22608, "time": 0.23} +{"mode": "train", "epoch": 114, "iter": 1800, "lr": 0.00343, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93812, "top5_acc": 0.99312, "loss_cls": 0.26611, "loss": 0.26611, "time": 0.2303} +{"mode": "train", "epoch": 114, "iter": 1900, "lr": 0.00342, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93875, "top5_acc": 0.99375, "loss_cls": 0.25677, "loss": 0.25677, "time": 0.23029} +{"mode": "train", "epoch": 114, "iter": 2000, "lr": 0.00341, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.95312, "top5_acc": 0.9975, "loss_cls": 0.21329, "loss": 0.21329, "time": 0.23088} +{"mode": "train", "epoch": 114, "iter": 2100, "lr": 0.00341, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.94312, "top5_acc": 0.99562, "loss_cls": 0.24428, "loss": 0.24428, "time": 0.23021} +{"mode": "train", "epoch": 114, "iter": 2200, "lr": 0.0034, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.945, "top5_acc": 0.99438, "loss_cls": 0.24918, "loss": 0.24918, "time": 0.22958} +{"mode": "train", "epoch": 114, "iter": 2300, "lr": 0.00339, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.94562, "top5_acc": 0.99125, "loss_cls": 0.24842, "loss": 0.24842, "time": 0.22971} +{"mode": "val", "epoch": 114, "iter": 1184, "lr": 0.00339, "top1_acc": 0.93894, "top5_acc": 0.99398} +{"mode": "train", "epoch": 115, "iter": 100, "lr": 0.00338, "memory": 6499, "data_time": 0.17179, "top1_acc": 0.94125, "top5_acc": 0.995, "loss_cls": 0.25563, "loss": 0.25563, "time": 0.40355} +{"mode": "train", "epoch": 115, "iter": 200, "lr": 0.00337, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95125, "top5_acc": 0.99625, "loss_cls": 0.2065, "loss": 0.2065, "time": 0.23234} +{"mode": "train", "epoch": 115, "iter": 300, "lr": 0.00337, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96438, "top5_acc": 0.99375, "loss_cls": 0.20372, "loss": 0.20372, "time": 0.23156} +{"mode": "train", "epoch": 115, "iter": 400, "lr": 0.00336, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.94125, "top5_acc": 0.9925, "loss_cls": 0.23809, "loss": 0.23809, "time": 0.23097} +{"mode": "train", "epoch": 115, "iter": 500, "lr": 0.00335, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95625, "top5_acc": 0.9975, "loss_cls": 0.21374, "loss": 0.21374, "time": 0.23077} +{"mode": "train", "epoch": 115, "iter": 600, "lr": 0.00334, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95375, "top5_acc": 0.99438, "loss_cls": 0.20441, "loss": 0.20441, "time": 0.23173} +{"mode": "train", "epoch": 115, "iter": 700, "lr": 0.00333, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.9475, "top5_acc": 0.99688, "loss_cls": 0.20971, "loss": 0.20971, "time": 0.23045} +{"mode": "train", "epoch": 115, "iter": 800, "lr": 0.00333, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.94562, "top5_acc": 0.99625, "loss_cls": 0.21512, "loss": 0.21512, "time": 0.23045} +{"mode": "train", "epoch": 115, "iter": 900, "lr": 0.00332, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.95125, "top5_acc": 0.99438, "loss_cls": 0.21993, "loss": 0.21993, "time": 0.23068} +{"mode": "train", "epoch": 115, "iter": 1000, "lr": 0.00331, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.95938, "top5_acc": 0.99438, "loss_cls": 0.18463, "loss": 0.18463, "time": 0.23102} +{"mode": "train", "epoch": 115, "iter": 1100, "lr": 0.0033, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.95438, "top5_acc": 0.99625, "loss_cls": 0.22373, "loss": 0.22373, "time": 0.23109} +{"mode": "train", "epoch": 115, "iter": 1200, "lr": 0.0033, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.94562, "top5_acc": 0.99375, "loss_cls": 0.24158, "loss": 0.24158, "time": 0.23206} +{"mode": "train", "epoch": 115, "iter": 1300, "lr": 0.00329, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9475, "top5_acc": 0.9925, "loss_cls": 0.2418, "loss": 0.2418, "time": 0.23057} +{"mode": "train", "epoch": 115, "iter": 1400, "lr": 0.00328, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.95375, "top5_acc": 0.99562, "loss_cls": 0.21395, "loss": 0.21395, "time": 0.23179} +{"mode": "train", "epoch": 115, "iter": 1500, "lr": 0.00327, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94062, "top5_acc": 0.99, "loss_cls": 0.23871, "loss": 0.23871, "time": 0.23256} +{"mode": "train", "epoch": 115, "iter": 1600, "lr": 0.00327, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.94875, "top5_acc": 0.99375, "loss_cls": 0.23587, "loss": 0.23587, "time": 0.23148} +{"mode": "train", "epoch": 115, "iter": 1700, "lr": 0.00326, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.95312, "top5_acc": 0.99438, "loss_cls": 0.21541, "loss": 0.21541, "time": 0.23231} +{"mode": "train", "epoch": 115, "iter": 1800, "lr": 0.00325, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.94125, "top5_acc": 0.9925, "loss_cls": 0.25822, "loss": 0.25822, "time": 0.23086} +{"mode": "train", "epoch": 115, "iter": 1900, "lr": 0.00324, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.94625, "top5_acc": 0.99688, "loss_cls": 0.22114, "loss": 0.22114, "time": 0.23082} +{"mode": "train", "epoch": 115, "iter": 2000, "lr": 0.00324, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.9475, "top5_acc": 0.99562, "loss_cls": 0.23802, "loss": 0.23802, "time": 0.23055} +{"mode": "train", "epoch": 115, "iter": 2100, "lr": 0.00323, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.94875, "top5_acc": 0.99562, "loss_cls": 0.22321, "loss": 0.22321, "time": 0.23021} +{"mode": "train", "epoch": 115, "iter": 2200, "lr": 0.00322, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9425, "top5_acc": 0.99375, "loss_cls": 0.23974, "loss": 0.23974, "time": 0.23032} +{"mode": "train", "epoch": 115, "iter": 2300, "lr": 0.00321, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.93688, "top5_acc": 0.99688, "loss_cls": 0.25802, "loss": 0.25802, "time": 0.23045} +{"mode": "val", "epoch": 115, "iter": 1184, "lr": 0.00321, "top1_acc": 0.93899, "top5_acc": 0.99403} +{"mode": "train", "epoch": 116, "iter": 100, "lr": 0.0032, "memory": 6499, "data_time": 0.16867, "top1_acc": 0.95188, "top5_acc": 0.99312, "loss_cls": 0.21454, "loss": 0.21454, "time": 0.39962} +{"mode": "train", "epoch": 116, "iter": 200, "lr": 0.0032, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95375, "top5_acc": 0.99375, "loss_cls": 0.21859, "loss": 0.21859, "time": 0.23011} +{"mode": "train", "epoch": 116, "iter": 300, "lr": 0.00319, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96125, "top5_acc": 0.99438, "loss_cls": 0.18363, "loss": 0.18363, "time": 0.23002} +{"mode": "train", "epoch": 116, "iter": 400, "lr": 0.00318, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95625, "top5_acc": 0.9925, "loss_cls": 0.20051, "loss": 0.20051, "time": 0.23159} +{"mode": "train", "epoch": 116, "iter": 500, "lr": 0.00317, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.94812, "top5_acc": 0.995, "loss_cls": 0.22416, "loss": 0.22416, "time": 0.2311} +{"mode": "train", "epoch": 116, "iter": 600, "lr": 0.00317, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94812, "top5_acc": 0.99312, "loss_cls": 0.23816, "loss": 0.23816, "time": 0.23273} +{"mode": "train", "epoch": 116, "iter": 700, "lr": 0.00316, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.95375, "top5_acc": 0.9925, "loss_cls": 0.21392, "loss": 0.21392, "time": 0.23127} +{"mode": "train", "epoch": 116, "iter": 800, "lr": 0.00315, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.95938, "top5_acc": 0.99875, "loss_cls": 0.18889, "loss": 0.18889, "time": 0.23109} +{"mode": "train", "epoch": 116, "iter": 900, "lr": 0.00314, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.94375, "top5_acc": 0.99688, "loss_cls": 0.22949, "loss": 0.22949, "time": 0.23093} +{"mode": "train", "epoch": 116, "iter": 1000, "lr": 0.00314, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.95688, "top5_acc": 0.99438, "loss_cls": 0.20114, "loss": 0.20114, "time": 0.2306} +{"mode": "train", "epoch": 116, "iter": 1100, "lr": 0.00313, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9525, "top5_acc": 0.99688, "loss_cls": 0.20505, "loss": 0.20505, "time": 0.23009} +{"mode": "train", "epoch": 116, "iter": 1200, "lr": 0.00312, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95062, "top5_acc": 0.99625, "loss_cls": 0.21098, "loss": 0.21098, "time": 0.23004} +{"mode": "train", "epoch": 116, "iter": 1300, "lr": 0.00311, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.95188, "top5_acc": 0.99688, "loss_cls": 0.20133, "loss": 0.20133, "time": 0.23017} +{"mode": "train", "epoch": 116, "iter": 1400, "lr": 0.00311, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.945, "top5_acc": 0.99375, "loss_cls": 0.23936, "loss": 0.23936, "time": 0.23066} +{"mode": "train", "epoch": 116, "iter": 1500, "lr": 0.0031, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95125, "top5_acc": 0.99125, "loss_cls": 0.22651, "loss": 0.22651, "time": 0.23044} +{"mode": "train", "epoch": 116, "iter": 1600, "lr": 0.00309, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.95188, "top5_acc": 0.99562, "loss_cls": 0.21943, "loss": 0.21943, "time": 0.23054} +{"mode": "train", "epoch": 116, "iter": 1700, "lr": 0.00309, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.94812, "top5_acc": 0.995, "loss_cls": 0.22204, "loss": 0.22204, "time": 0.23108} +{"mode": "train", "epoch": 116, "iter": 1800, "lr": 0.00308, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.93938, "top5_acc": 0.995, "loss_cls": 0.25041, "loss": 0.25041, "time": 0.23037} +{"mode": "train", "epoch": 116, "iter": 1900, "lr": 0.00307, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.945, "top5_acc": 0.9925, "loss_cls": 0.22599, "loss": 0.22599, "time": 0.2301} +{"mode": "train", "epoch": 116, "iter": 2000, "lr": 0.00306, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.94562, "top5_acc": 0.99688, "loss_cls": 0.22752, "loss": 0.22752, "time": 0.23027} +{"mode": "train", "epoch": 116, "iter": 2100, "lr": 0.00306, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95125, "top5_acc": 0.99562, "loss_cls": 0.20691, "loss": 0.20691, "time": 0.23055} +{"mode": "train", "epoch": 116, "iter": 2200, "lr": 0.00305, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.93125, "top5_acc": 0.98938, "loss_cls": 0.28029, "loss": 0.28029, "time": 0.23076} +{"mode": "train", "epoch": 116, "iter": 2300, "lr": 0.00304, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9475, "top5_acc": 0.99188, "loss_cls": 0.23063, "loss": 0.23063, "time": 0.23037} +{"mode": "val", "epoch": 116, "iter": 1184, "lr": 0.00304, "top1_acc": 0.93413, "top5_acc": 0.99467} +{"mode": "train", "epoch": 117, "iter": 100, "lr": 0.00303, "memory": 6499, "data_time": 0.17134, "top1_acc": 0.95188, "top5_acc": 0.99438, "loss_cls": 0.20197, "loss": 0.20197, "time": 0.40121} +{"mode": "train", "epoch": 117, "iter": 200, "lr": 0.00302, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9525, "top5_acc": 0.99562, "loss_cls": 0.21558, "loss": 0.21558, "time": 0.22953} +{"mode": "train", "epoch": 117, "iter": 300, "lr": 0.00302, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95562, "top5_acc": 0.99812, "loss_cls": 0.19399, "loss": 0.19399, "time": 0.22981} +{"mode": "train", "epoch": 117, "iter": 400, "lr": 0.00301, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95188, "top5_acc": 0.9975, "loss_cls": 0.20436, "loss": 0.20436, "time": 0.23036} +{"mode": "train", "epoch": 117, "iter": 500, "lr": 0.003, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.95438, "top5_acc": 0.99438, "loss_cls": 0.21256, "loss": 0.21256, "time": 0.23101} +{"mode": "train", "epoch": 117, "iter": 600, "lr": 0.00299, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.96562, "top5_acc": 0.99438, "loss_cls": 0.18159, "loss": 0.18159, "time": 0.23059} +{"mode": "train", "epoch": 117, "iter": 700, "lr": 0.00299, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95625, "top5_acc": 0.99562, "loss_cls": 0.19576, "loss": 0.19576, "time": 0.23049} +{"mode": "train", "epoch": 117, "iter": 800, "lr": 0.00298, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.955, "top5_acc": 0.995, "loss_cls": 0.19457, "loss": 0.19457, "time": 0.23084} +{"mode": "train", "epoch": 117, "iter": 900, "lr": 0.00297, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95375, "top5_acc": 0.995, "loss_cls": 0.20623, "loss": 0.20623, "time": 0.23115} +{"mode": "train", "epoch": 117, "iter": 1000, "lr": 0.00297, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.94875, "top5_acc": 0.99375, "loss_cls": 0.23056, "loss": 0.23056, "time": 0.23039} +{"mode": "train", "epoch": 117, "iter": 1100, "lr": 0.00296, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.96188, "top5_acc": 0.99688, "loss_cls": 0.18632, "loss": 0.18632, "time": 0.23333} +{"mode": "train", "epoch": 117, "iter": 1200, "lr": 0.00295, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9525, "top5_acc": 0.995, "loss_cls": 0.21048, "loss": 0.21048, "time": 0.23433} +{"mode": "train", "epoch": 117, "iter": 1300, "lr": 0.00294, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96062, "top5_acc": 0.99438, "loss_cls": 0.19543, "loss": 0.19543, "time": 0.23112} +{"mode": "train", "epoch": 117, "iter": 1400, "lr": 0.00294, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95875, "top5_acc": 0.99688, "loss_cls": 0.18184, "loss": 0.18184, "time": 0.23056} +{"mode": "train", "epoch": 117, "iter": 1500, "lr": 0.00293, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.95562, "top5_acc": 0.99688, "loss_cls": 0.19639, "loss": 0.19639, "time": 0.23026} +{"mode": "train", "epoch": 117, "iter": 1600, "lr": 0.00292, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9525, "top5_acc": 0.9975, "loss_cls": 0.20299, "loss": 0.20299, "time": 0.23037} +{"mode": "train", "epoch": 117, "iter": 1700, "lr": 0.00292, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.955, "top5_acc": 0.99688, "loss_cls": 0.21685, "loss": 0.21685, "time": 0.23031} +{"mode": "train", "epoch": 117, "iter": 1800, "lr": 0.00291, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.94438, "top5_acc": 0.995, "loss_cls": 0.2159, "loss": 0.2159, "time": 0.23093} +{"mode": "train", "epoch": 117, "iter": 1900, "lr": 0.0029, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95, "top5_acc": 0.99438, "loss_cls": 0.22566, "loss": 0.22566, "time": 0.2327} +{"mode": "train", "epoch": 117, "iter": 2000, "lr": 0.00289, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.95062, "top5_acc": 0.99188, "loss_cls": 0.21982, "loss": 0.21982, "time": 0.23126} +{"mode": "train", "epoch": 117, "iter": 2100, "lr": 0.00289, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.93375, "top5_acc": 0.99562, "loss_cls": 0.27328, "loss": 0.27328, "time": 0.2299} +{"mode": "train", "epoch": 117, "iter": 2200, "lr": 0.00288, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95438, "top5_acc": 0.9975, "loss_cls": 0.2059, "loss": 0.2059, "time": 0.22976} +{"mode": "train", "epoch": 117, "iter": 2300, "lr": 0.00287, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9525, "top5_acc": 0.99688, "loss_cls": 0.21442, "loss": 0.21442, "time": 0.23061} +{"mode": "val", "epoch": 117, "iter": 1184, "lr": 0.00287, "top1_acc": 0.94052, "top5_acc": 0.99435} +{"mode": "train", "epoch": 118, "iter": 100, "lr": 0.00286, "memory": 6499, "data_time": 0.16932, "top1_acc": 0.94625, "top5_acc": 0.995, "loss_cls": 0.22459, "loss": 0.22459, "time": 0.39896} +{"mode": "train", "epoch": 118, "iter": 200, "lr": 0.00285, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9625, "top5_acc": 0.99438, "loss_cls": 0.19078, "loss": 0.19078, "time": 0.22937} +{"mode": "train", "epoch": 118, "iter": 300, "lr": 0.00285, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96625, "top5_acc": 0.99812, "loss_cls": 0.16577, "loss": 0.16577, "time": 0.23008} +{"mode": "train", "epoch": 118, "iter": 400, "lr": 0.00284, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.96188, "top5_acc": 0.99625, "loss_cls": 0.16932, "loss": 0.16932, "time": 0.23072} +{"mode": "train", "epoch": 118, "iter": 500, "lr": 0.00283, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.96188, "top5_acc": 0.99688, "loss_cls": 0.17655, "loss": 0.17655, "time": 0.23016} +{"mode": "train", "epoch": 118, "iter": 600, "lr": 0.00283, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.95562, "top5_acc": 0.99562, "loss_cls": 0.20513, "loss": 0.20513, "time": 0.23004} +{"mode": "train", "epoch": 118, "iter": 700, "lr": 0.00282, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96625, "top5_acc": 0.99688, "loss_cls": 0.16951, "loss": 0.16951, "time": 0.23004} +{"mode": "train", "epoch": 118, "iter": 800, "lr": 0.00281, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96, "top5_acc": 0.99438, "loss_cls": 0.19399, "loss": 0.19399, "time": 0.23072} +{"mode": "train", "epoch": 118, "iter": 900, "lr": 0.00281, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96, "top5_acc": 0.995, "loss_cls": 0.19282, "loss": 0.19282, "time": 0.23195} +{"mode": "train", "epoch": 118, "iter": 1000, "lr": 0.0028, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.96438, "top5_acc": 0.9975, "loss_cls": 0.17356, "loss": 0.17356, "time": 0.23146} +{"mode": "train", "epoch": 118, "iter": 1100, "lr": 0.00279, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.96125, "top5_acc": 0.99312, "loss_cls": 0.1876, "loss": 0.1876, "time": 0.23042} +{"mode": "train", "epoch": 118, "iter": 1200, "lr": 0.00278, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9625, "top5_acc": 0.99312, "loss_cls": 0.18678, "loss": 0.18678, "time": 0.2305} +{"mode": "train", "epoch": 118, "iter": 1300, "lr": 0.00278, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.94688, "top5_acc": 0.99375, "loss_cls": 0.23743, "loss": 0.23743, "time": 0.23037} +{"mode": "train", "epoch": 118, "iter": 1400, "lr": 0.00277, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.96375, "top5_acc": 0.99812, "loss_cls": 0.17934, "loss": 0.17934, "time": 0.2303} +{"mode": "train", "epoch": 118, "iter": 1500, "lr": 0.00276, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.94812, "top5_acc": 0.99438, "loss_cls": 0.21821, "loss": 0.21821, "time": 0.2303} +{"mode": "train", "epoch": 118, "iter": 1600, "lr": 0.00276, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.94875, "top5_acc": 0.99375, "loss_cls": 0.22788, "loss": 0.22788, "time": 0.23007} +{"mode": "train", "epoch": 118, "iter": 1700, "lr": 0.00275, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.96188, "top5_acc": 0.99562, "loss_cls": 0.17047, "loss": 0.17047, "time": 0.22988} +{"mode": "train", "epoch": 118, "iter": 1800, "lr": 0.00274, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9575, "top5_acc": 0.99688, "loss_cls": 0.19545, "loss": 0.19545, "time": 0.22989} +{"mode": "train", "epoch": 118, "iter": 1900, "lr": 0.00274, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.95, "top5_acc": 0.99625, "loss_cls": 0.21193, "loss": 0.21193, "time": 0.23115} +{"mode": "train", "epoch": 118, "iter": 2000, "lr": 0.00273, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.95375, "top5_acc": 0.99875, "loss_cls": 0.18652, "loss": 0.18652, "time": 0.2302} +{"mode": "train", "epoch": 118, "iter": 2100, "lr": 0.00272, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.95938, "top5_acc": 0.99562, "loss_cls": 0.20417, "loss": 0.20417, "time": 0.23217} +{"mode": "train", "epoch": 118, "iter": 2200, "lr": 0.00271, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.95188, "top5_acc": 0.99625, "loss_cls": 0.21198, "loss": 0.21198, "time": 0.23032} +{"mode": "train", "epoch": 118, "iter": 2300, "lr": 0.00271, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.94875, "top5_acc": 0.99438, "loss_cls": 0.20913, "loss": 0.20913, "time": 0.23016} +{"mode": "val", "epoch": 118, "iter": 1184, "lr": 0.0027, "top1_acc": 0.94744, "top5_acc": 0.99472} +{"mode": "train", "epoch": 119, "iter": 100, "lr": 0.0027, "memory": 6499, "data_time": 0.16792, "top1_acc": 0.97125, "top5_acc": 0.995, "loss_cls": 0.14828, "loss": 0.14828, "time": 0.39961} +{"mode": "train", "epoch": 119, "iter": 200, "lr": 0.00269, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96688, "top5_acc": 0.99688, "loss_cls": 0.15987, "loss": 0.15987, "time": 0.2315} +{"mode": "train", "epoch": 119, "iter": 300, "lr": 0.00268, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.97375, "top5_acc": 0.99625, "loss_cls": 0.15032, "loss": 0.15032, "time": 0.23071} +{"mode": "train", "epoch": 119, "iter": 400, "lr": 0.00268, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.96312, "top5_acc": 0.99812, "loss_cls": 0.17458, "loss": 0.17458, "time": 0.23158} +{"mode": "train", "epoch": 119, "iter": 500, "lr": 0.00267, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.95562, "top5_acc": 0.99375, "loss_cls": 0.1957, "loss": 0.1957, "time": 0.23123} +{"mode": "train", "epoch": 119, "iter": 600, "lr": 0.00266, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96562, "top5_acc": 0.99688, "loss_cls": 0.17015, "loss": 0.17015, "time": 0.23026} +{"mode": "train", "epoch": 119, "iter": 700, "lr": 0.00266, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.96562, "top5_acc": 0.99562, "loss_cls": 0.16885, "loss": 0.16885, "time": 0.22987} +{"mode": "train", "epoch": 119, "iter": 800, "lr": 0.00265, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.96438, "top5_acc": 0.99688, "loss_cls": 0.16347, "loss": 0.16347, "time": 0.23164} +{"mode": "train", "epoch": 119, "iter": 900, "lr": 0.00264, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96312, "top5_acc": 0.995, "loss_cls": 0.17899, "loss": 0.17899, "time": 0.23056} +{"mode": "train", "epoch": 119, "iter": 1000, "lr": 0.00264, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.95938, "top5_acc": 0.99562, "loss_cls": 0.17736, "loss": 0.17736, "time": 0.22994} +{"mode": "train", "epoch": 119, "iter": 1100, "lr": 0.00263, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.95812, "top5_acc": 0.99938, "loss_cls": 0.16966, "loss": 0.16966, "time": 0.23026} +{"mode": "train", "epoch": 119, "iter": 1200, "lr": 0.00262, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96062, "top5_acc": 0.99562, "loss_cls": 0.18147, "loss": 0.18147, "time": 0.23039} +{"mode": "train", "epoch": 119, "iter": 1300, "lr": 0.00261, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.95875, "top5_acc": 0.9975, "loss_cls": 0.17861, "loss": 0.17861, "time": 0.23209} +{"mode": "train", "epoch": 119, "iter": 1400, "lr": 0.00261, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95875, "top5_acc": 0.9975, "loss_cls": 0.19589, "loss": 0.19589, "time": 0.23095} +{"mode": "train", "epoch": 119, "iter": 1500, "lr": 0.0026, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.95062, "top5_acc": 0.99438, "loss_cls": 0.21689, "loss": 0.21689, "time": 0.23022} +{"mode": "train", "epoch": 119, "iter": 1600, "lr": 0.00259, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.95375, "top5_acc": 0.99562, "loss_cls": 0.20258, "loss": 0.20258, "time": 0.23131} +{"mode": "train", "epoch": 119, "iter": 1700, "lr": 0.00259, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96562, "top5_acc": 0.99562, "loss_cls": 0.174, "loss": 0.174, "time": 0.23088} +{"mode": "train", "epoch": 119, "iter": 1800, "lr": 0.00258, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.95438, "top5_acc": 0.99562, "loss_cls": 0.20682, "loss": 0.20682, "time": 0.23058} +{"mode": "train", "epoch": 119, "iter": 1900, "lr": 0.00257, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.95125, "top5_acc": 0.99625, "loss_cls": 0.20889, "loss": 0.20889, "time": 0.23066} +{"mode": "train", "epoch": 119, "iter": 2000, "lr": 0.00257, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95938, "top5_acc": 0.99625, "loss_cls": 0.1951, "loss": 0.1951, "time": 0.23034} +{"mode": "train", "epoch": 119, "iter": 2100, "lr": 0.00256, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.95125, "top5_acc": 0.995, "loss_cls": 0.21395, "loss": 0.21395, "time": 0.23003} +{"mode": "train", "epoch": 119, "iter": 2200, "lr": 0.00255, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.95625, "top5_acc": 0.99562, "loss_cls": 0.1985, "loss": 0.1985, "time": 0.22982} +{"mode": "train", "epoch": 119, "iter": 2300, "lr": 0.00255, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.95375, "top5_acc": 0.99125, "loss_cls": 0.2158, "loss": 0.2158, "time": 0.23089} +{"mode": "val", "epoch": 119, "iter": 1184, "lr": 0.00254, "top1_acc": 0.94147, "top5_acc": 0.99424} +{"mode": "train", "epoch": 120, "iter": 100, "lr": 0.00254, "memory": 6499, "data_time": 0.17134, "top1_acc": 0.95625, "top5_acc": 0.99812, "loss_cls": 0.16434, "loss": 0.16434, "time": 0.40082} +{"mode": "train", "epoch": 120, "iter": 200, "lr": 0.00253, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9625, "top5_acc": 0.99375, "loss_cls": 0.18359, "loss": 0.18359, "time": 0.23087} +{"mode": "train", "epoch": 120, "iter": 300, "lr": 0.00252, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.97375, "top5_acc": 0.9975, "loss_cls": 0.14824, "loss": 0.14824, "time": 0.23187} +{"mode": "train", "epoch": 120, "iter": 400, "lr": 0.00252, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.96688, "top5_acc": 0.99625, "loss_cls": 0.16804, "loss": 0.16804, "time": 0.23157} +{"mode": "train", "epoch": 120, "iter": 500, "lr": 0.00251, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96688, "top5_acc": 0.99625, "loss_cls": 0.17189, "loss": 0.17189, "time": 0.23055} +{"mode": "train", "epoch": 120, "iter": 600, "lr": 0.0025, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95625, "top5_acc": 0.99625, "loss_cls": 0.19262, "loss": 0.19262, "time": 0.23027} +{"mode": "train", "epoch": 120, "iter": 700, "lr": 0.0025, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.96, "top5_acc": 0.99562, "loss_cls": 0.1686, "loss": 0.1686, "time": 0.22974} +{"mode": "train", "epoch": 120, "iter": 800, "lr": 0.00249, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.96438, "top5_acc": 0.995, "loss_cls": 0.16997, "loss": 0.16997, "time": 0.22987} +{"mode": "train", "epoch": 120, "iter": 900, "lr": 0.00248, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.95625, "top5_acc": 0.99625, "loss_cls": 0.20088, "loss": 0.20088, "time": 0.23122} +{"mode": "train", "epoch": 120, "iter": 1000, "lr": 0.00248, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.96375, "top5_acc": 0.9975, "loss_cls": 0.18581, "loss": 0.18581, "time": 0.23014} +{"mode": "train", "epoch": 120, "iter": 1100, "lr": 0.00247, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95875, "top5_acc": 0.99688, "loss_cls": 0.1907, "loss": 0.1907, "time": 0.22937} +{"mode": "train", "epoch": 120, "iter": 1200, "lr": 0.00246, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9675, "top5_acc": 0.99438, "loss_cls": 0.16891, "loss": 0.16891, "time": 0.22924} +{"mode": "train", "epoch": 120, "iter": 1300, "lr": 0.00246, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9675, "top5_acc": 0.99812, "loss_cls": 0.15274, "loss": 0.15274, "time": 0.22942} +{"mode": "train", "epoch": 120, "iter": 1400, "lr": 0.00245, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.95938, "top5_acc": 0.9975, "loss_cls": 0.16798, "loss": 0.16798, "time": 0.22915} +{"mode": "train", "epoch": 120, "iter": 1500, "lr": 0.00244, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96375, "top5_acc": 0.99688, "loss_cls": 0.18227, "loss": 0.18227, "time": 0.22957} +{"mode": "train", "epoch": 120, "iter": 1600, "lr": 0.00244, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96, "top5_acc": 0.99562, "loss_cls": 0.18383, "loss": 0.18383, "time": 0.2297} +{"mode": "train", "epoch": 120, "iter": 1700, "lr": 0.00243, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.96625, "top5_acc": 0.99938, "loss_cls": 0.15491, "loss": 0.15491, "time": 0.2298} +{"mode": "train", "epoch": 120, "iter": 1800, "lr": 0.00242, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.96375, "top5_acc": 0.99625, "loss_cls": 0.16496, "loss": 0.16496, "time": 0.22967} +{"mode": "train", "epoch": 120, "iter": 1900, "lr": 0.00242, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96875, "top5_acc": 0.99812, "loss_cls": 0.15554, "loss": 0.15554, "time": 0.2299} +{"mode": "train", "epoch": 120, "iter": 2000, "lr": 0.00241, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.96188, "top5_acc": 0.995, "loss_cls": 0.17526, "loss": 0.17526, "time": 0.23239} +{"mode": "train", "epoch": 120, "iter": 2100, "lr": 0.0024, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96312, "top5_acc": 0.99812, "loss_cls": 0.17025, "loss": 0.17025, "time": 0.2304} +{"mode": "train", "epoch": 120, "iter": 2200, "lr": 0.0024, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95812, "top5_acc": 0.9975, "loss_cls": 0.18876, "loss": 0.18876, "time": 0.22952} +{"mode": "train", "epoch": 120, "iter": 2300, "lr": 0.00239, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.95375, "top5_acc": 0.99625, "loss_cls": 0.18144, "loss": 0.18144, "time": 0.22946} +{"mode": "val", "epoch": 120, "iter": 1184, "lr": 0.00239, "top1_acc": 0.94116, "top5_acc": 0.99398} +{"mode": "train", "epoch": 121, "iter": 100, "lr": 0.00238, "memory": 6499, "data_time": 0.16764, "top1_acc": 0.96938, "top5_acc": 0.99812, "loss_cls": 0.1417, "loss": 0.1417, "time": 0.39847} +{"mode": "train", "epoch": 121, "iter": 200, "lr": 0.00237, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.96312, "top5_acc": 0.99688, "loss_cls": 0.1661, "loss": 0.1661, "time": 0.22994} +{"mode": "train", "epoch": 121, "iter": 300, "lr": 0.00237, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.97, "top5_acc": 0.99938, "loss_cls": 0.14837, "loss": 0.14837, "time": 0.22952} +{"mode": "train", "epoch": 121, "iter": 400, "lr": 0.00236, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96312, "top5_acc": 0.99562, "loss_cls": 0.16403, "loss": 0.16403, "time": 0.23096} +{"mode": "train", "epoch": 121, "iter": 500, "lr": 0.00235, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.96375, "top5_acc": 0.99625, "loss_cls": 0.17879, "loss": 0.17879, "time": 0.23022} +{"mode": "train", "epoch": 121, "iter": 600, "lr": 0.00235, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96312, "top5_acc": 0.99812, "loss_cls": 0.1697, "loss": 0.1697, "time": 0.22976} +{"mode": "train", "epoch": 121, "iter": 700, "lr": 0.00234, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9675, "top5_acc": 0.99812, "loss_cls": 0.15586, "loss": 0.15586, "time": 0.23022} +{"mode": "train", "epoch": 121, "iter": 800, "lr": 0.00234, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.96312, "top5_acc": 0.99875, "loss_cls": 0.17123, "loss": 0.17123, "time": 0.23191} +{"mode": "train", "epoch": 121, "iter": 900, "lr": 0.00233, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.97, "top5_acc": 0.99688, "loss_cls": 0.15038, "loss": 0.15038, "time": 0.2306} +{"mode": "train", "epoch": 121, "iter": 1000, "lr": 0.00232, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96438, "top5_acc": 0.995, "loss_cls": 0.15865, "loss": 0.15865, "time": 0.23063} +{"mode": "train", "epoch": 121, "iter": 1100, "lr": 0.00232, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.96375, "top5_acc": 0.99812, "loss_cls": 0.16172, "loss": 0.16172, "time": 0.23072} +{"mode": "train", "epoch": 121, "iter": 1200, "lr": 0.00231, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.96, "top5_acc": 0.995, "loss_cls": 0.17129, "loss": 0.17129, "time": 0.23022} +{"mode": "train", "epoch": 121, "iter": 1300, "lr": 0.0023, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.96562, "top5_acc": 0.9975, "loss_cls": 0.15382, "loss": 0.15382, "time": 0.23014} +{"mode": "train", "epoch": 121, "iter": 1400, "lr": 0.0023, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9675, "top5_acc": 0.99562, "loss_cls": 0.15657, "loss": 0.15657, "time": 0.23018} +{"mode": "train", "epoch": 121, "iter": 1500, "lr": 0.00229, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.96688, "top5_acc": 0.99625, "loss_cls": 0.15992, "loss": 0.15992, "time": 0.23062} +{"mode": "train", "epoch": 121, "iter": 1600, "lr": 0.00228, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.95812, "top5_acc": 0.99562, "loss_cls": 0.19799, "loss": 0.19799, "time": 0.23034} +{"mode": "train", "epoch": 121, "iter": 1700, "lr": 0.00228, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.96625, "top5_acc": 0.99688, "loss_cls": 0.1685, "loss": 0.1685, "time": 0.23161} +{"mode": "train", "epoch": 121, "iter": 1800, "lr": 0.00227, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.96875, "top5_acc": 0.995, "loss_cls": 0.16612, "loss": 0.16612, "time": 0.23031} +{"mode": "train", "epoch": 121, "iter": 1900, "lr": 0.00226, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.97, "top5_acc": 0.99562, "loss_cls": 0.14816, "loss": 0.14816, "time": 0.23008} +{"mode": "train", "epoch": 121, "iter": 2000, "lr": 0.00226, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.96312, "top5_acc": 0.995, "loss_cls": 0.17307, "loss": 0.17307, "time": 0.23028} +{"mode": "train", "epoch": 121, "iter": 2100, "lr": 0.00225, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.96188, "top5_acc": 0.99562, "loss_cls": 0.18079, "loss": 0.18079, "time": 0.23017} +{"mode": "train", "epoch": 121, "iter": 2200, "lr": 0.00225, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.96438, "top5_acc": 0.995, "loss_cls": 0.17595, "loss": 0.17595, "time": 0.23004} +{"mode": "train", "epoch": 121, "iter": 2300, "lr": 0.00224, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.96562, "top5_acc": 0.99688, "loss_cls": 0.16976, "loss": 0.16976, "time": 0.22965} +{"mode": "val", "epoch": 121, "iter": 1184, "lr": 0.00224, "top1_acc": 0.94142, "top5_acc": 0.99509} +{"mode": "train", "epoch": 122, "iter": 100, "lr": 0.00223, "memory": 6499, "data_time": 0.1721, "top1_acc": 0.97, "top5_acc": 0.9975, "loss_cls": 0.14058, "loss": 0.14058, "time": 0.40175} +{"mode": "train", "epoch": 122, "iter": 200, "lr": 0.00222, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.9625, "top5_acc": 0.99562, "loss_cls": 0.17888, "loss": 0.17888, "time": 0.22963} +{"mode": "train", "epoch": 122, "iter": 300, "lr": 0.00222, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.97438, "top5_acc": 0.99625, "loss_cls": 0.14028, "loss": 0.14028, "time": 0.23024} +{"mode": "train", "epoch": 122, "iter": 400, "lr": 0.00221, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96812, "top5_acc": 0.99625, "loss_cls": 0.16699, "loss": 0.16699, "time": 0.23039} +{"mode": "train", "epoch": 122, "iter": 500, "lr": 0.0022, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96812, "top5_acc": 0.99625, "loss_cls": 0.14597, "loss": 0.14597, "time": 0.23145} +{"mode": "train", "epoch": 122, "iter": 600, "lr": 0.0022, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.96938, "top5_acc": 0.99562, "loss_cls": 0.1495, "loss": 0.1495, "time": 0.23062} +{"mode": "train", "epoch": 122, "iter": 700, "lr": 0.00219, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.97062, "top5_acc": 0.99688, "loss_cls": 0.16038, "loss": 0.16038, "time": 0.23026} +{"mode": "train", "epoch": 122, "iter": 800, "lr": 0.00219, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.96625, "top5_acc": 0.99875, "loss_cls": 0.15291, "loss": 0.15291, "time": 0.23026} +{"mode": "train", "epoch": 122, "iter": 900, "lr": 0.00218, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.97625, "top5_acc": 0.99625, "loss_cls": 0.13494, "loss": 0.13494, "time": 0.23048} +{"mode": "train", "epoch": 122, "iter": 1000, "lr": 0.00217, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9725, "top5_acc": 0.99625, "loss_cls": 0.13565, "loss": 0.13565, "time": 0.23055} +{"mode": "train", "epoch": 122, "iter": 1100, "lr": 0.00217, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9725, "top5_acc": 0.99562, "loss_cls": 0.14652, "loss": 0.14652, "time": 0.23047} +{"mode": "train", "epoch": 122, "iter": 1200, "lr": 0.00216, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96625, "top5_acc": 0.99562, "loss_cls": 0.17039, "loss": 0.17039, "time": 0.23054} +{"mode": "train", "epoch": 122, "iter": 1300, "lr": 0.00215, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.97188, "top5_acc": 0.99812, "loss_cls": 0.13482, "loss": 0.13482, "time": 0.23089} +{"mode": "train", "epoch": 122, "iter": 1400, "lr": 0.00215, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.96625, "top5_acc": 0.99562, "loss_cls": 0.14742, "loss": 0.14742, "time": 0.23209} +{"mode": "train", "epoch": 122, "iter": 1500, "lr": 0.00214, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.96562, "top5_acc": 0.99562, "loss_cls": 0.17129, "loss": 0.17129, "time": 0.23218} +{"mode": "train", "epoch": 122, "iter": 1600, "lr": 0.00214, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9625, "top5_acc": 0.99688, "loss_cls": 0.16734, "loss": 0.16734, "time": 0.23001} +{"mode": "train", "epoch": 122, "iter": 1700, "lr": 0.00213, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.97188, "top5_acc": 0.99625, "loss_cls": 0.14649, "loss": 0.14649, "time": 0.22972} +{"mode": "train", "epoch": 122, "iter": 1800, "lr": 0.00212, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96312, "top5_acc": 0.99688, "loss_cls": 0.17552, "loss": 0.17552, "time": 0.22981} +{"mode": "train", "epoch": 122, "iter": 1900, "lr": 0.00212, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.965, "top5_acc": 0.9975, "loss_cls": 0.16277, "loss": 0.16277, "time": 0.23004} +{"mode": "train", "epoch": 122, "iter": 2000, "lr": 0.00211, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.97062, "top5_acc": 0.99688, "loss_cls": 0.15053, "loss": 0.15053, "time": 0.23044} +{"mode": "train", "epoch": 122, "iter": 2100, "lr": 0.0021, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96688, "top5_acc": 0.99562, "loss_cls": 0.1652, "loss": 0.1652, "time": 0.23025} +{"mode": "train", "epoch": 122, "iter": 2200, "lr": 0.0021, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96062, "top5_acc": 0.9975, "loss_cls": 0.1674, "loss": 0.1674, "time": 0.22953} +{"mode": "train", "epoch": 122, "iter": 2300, "lr": 0.00209, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.96875, "top5_acc": 0.99625, "loss_cls": 0.15323, "loss": 0.15323, "time": 0.22986} +{"mode": "val", "epoch": 122, "iter": 1184, "lr": 0.00209, "top1_acc": 0.95045, "top5_acc": 0.99482} +{"mode": "train", "epoch": 123, "iter": 100, "lr": 0.00208, "memory": 6499, "data_time": 0.17463, "top1_acc": 0.97, "top5_acc": 0.99688, "loss_cls": 0.13712, "loss": 0.13712, "time": 0.40638} +{"mode": "train", "epoch": 123, "iter": 200, "lr": 0.00208, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.96625, "top5_acc": 0.995, "loss_cls": 0.15272, "loss": 0.15272, "time": 0.2315} +{"mode": "train", "epoch": 123, "iter": 300, "lr": 0.00207, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97, "top5_acc": 0.9975, "loss_cls": 0.14434, "loss": 0.14434, "time": 0.23152} +{"mode": "train", "epoch": 123, "iter": 400, "lr": 0.00206, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.97562, "top5_acc": 0.99875, "loss_cls": 0.12895, "loss": 0.12895, "time": 0.23112} +{"mode": "train", "epoch": 123, "iter": 500, "lr": 0.00206, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.98, "top5_acc": 0.99812, "loss_cls": 0.11694, "loss": 0.11694, "time": 0.23044} +{"mode": "train", "epoch": 123, "iter": 600, "lr": 0.00205, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.975, "top5_acc": 0.99562, "loss_cls": 0.12421, "loss": 0.12421, "time": 0.23011} +{"mode": "train", "epoch": 123, "iter": 700, "lr": 0.00205, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.97188, "top5_acc": 0.99812, "loss_cls": 0.13487, "loss": 0.13487, "time": 0.23002} +{"mode": "train", "epoch": 123, "iter": 800, "lr": 0.00204, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9675, "top5_acc": 0.995, "loss_cls": 0.1523, "loss": 0.1523, "time": 0.23193} +{"mode": "train", "epoch": 123, "iter": 900, "lr": 0.00203, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.97562, "top5_acc": 0.99625, "loss_cls": 0.12796, "loss": 0.12796, "time": 0.23168} +{"mode": "train", "epoch": 123, "iter": 1000, "lr": 0.00203, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.97125, "top5_acc": 0.99688, "loss_cls": 0.14117, "loss": 0.14117, "time": 0.23122} +{"mode": "train", "epoch": 123, "iter": 1100, "lr": 0.00202, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96875, "top5_acc": 0.99562, "loss_cls": 0.14395, "loss": 0.14395, "time": 0.22977} +{"mode": "train", "epoch": 123, "iter": 1200, "lr": 0.00202, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96688, "top5_acc": 0.99875, "loss_cls": 0.15718, "loss": 0.15718, "time": 0.23008} +{"mode": "train", "epoch": 123, "iter": 1300, "lr": 0.00201, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.96375, "top5_acc": 0.99562, "loss_cls": 0.16106, "loss": 0.16106, "time": 0.22994} +{"mode": "train", "epoch": 123, "iter": 1400, "lr": 0.002, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.97125, "top5_acc": 0.99625, "loss_cls": 0.13695, "loss": 0.13695, "time": 0.23007} +{"mode": "train", "epoch": 123, "iter": 1500, "lr": 0.002, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.97312, "top5_acc": 0.9975, "loss_cls": 0.12813, "loss": 0.12813, "time": 0.22978} +{"mode": "train", "epoch": 123, "iter": 1600, "lr": 0.00199, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96312, "top5_acc": 0.99438, "loss_cls": 0.16666, "loss": 0.16666, "time": 0.22987} +{"mode": "train", "epoch": 123, "iter": 1700, "lr": 0.00199, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96625, "top5_acc": 0.9975, "loss_cls": 0.16674, "loss": 0.16674, "time": 0.2303} +{"mode": "train", "epoch": 123, "iter": 1800, "lr": 0.00198, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.96438, "top5_acc": 0.99938, "loss_cls": 0.16029, "loss": 0.16029, "time": 0.23007} +{"mode": "train", "epoch": 123, "iter": 1900, "lr": 0.00197, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.96688, "top5_acc": 0.99625, "loss_cls": 0.15402, "loss": 0.15402, "time": 0.22976} +{"mode": "train", "epoch": 123, "iter": 2000, "lr": 0.00197, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96688, "top5_acc": 0.99812, "loss_cls": 0.13679, "loss": 0.13679, "time": 0.23081} +{"mode": "train", "epoch": 123, "iter": 2100, "lr": 0.00196, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96, "top5_acc": 0.99688, "loss_cls": 0.17482, "loss": 0.17482, "time": 0.23115} +{"mode": "train", "epoch": 123, "iter": 2200, "lr": 0.00196, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.97312, "top5_acc": 0.99688, "loss_cls": 0.13836, "loss": 0.13836, "time": 0.23092} +{"mode": "train", "epoch": 123, "iter": 2300, "lr": 0.00195, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.96938, "top5_acc": 0.99625, "loss_cls": 0.1545, "loss": 0.1545, "time": 0.23035} +{"mode": "val", "epoch": 123, "iter": 1184, "lr": 0.00195, "top1_acc": 0.94707, "top5_acc": 0.99503} +{"mode": "train", "epoch": 124, "iter": 100, "lr": 0.00194, "memory": 6499, "data_time": 0.17175, "top1_acc": 0.97625, "top5_acc": 0.99938, "loss_cls": 0.11187, "loss": 0.11187, "time": 0.40126} +{"mode": "train", "epoch": 124, "iter": 200, "lr": 0.00193, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96375, "top5_acc": 0.9975, "loss_cls": 0.15264, "loss": 0.15264, "time": 0.22951} +{"mode": "train", "epoch": 124, "iter": 300, "lr": 0.00193, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.97062, "top5_acc": 0.99625, "loss_cls": 0.14323, "loss": 0.14323, "time": 0.23068} +{"mode": "train", "epoch": 124, "iter": 400, "lr": 0.00192, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96625, "top5_acc": 0.99938, "loss_cls": 0.14665, "loss": 0.14665, "time": 0.23011} +{"mode": "train", "epoch": 124, "iter": 500, "lr": 0.00192, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.97375, "top5_acc": 0.99812, "loss_cls": 0.14165, "loss": 0.14165, "time": 0.22955} +{"mode": "train", "epoch": 124, "iter": 600, "lr": 0.00191, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.14161, "loss": 0.14161, "time": 0.22953} +{"mode": "train", "epoch": 124, "iter": 700, "lr": 0.0019, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.97562, "top5_acc": 0.9975, "loss_cls": 0.12383, "loss": 0.12383, "time": 0.23066} +{"mode": "train", "epoch": 124, "iter": 800, "lr": 0.0019, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.98125, "top5_acc": 0.99812, "loss_cls": 0.10964, "loss": 0.10964, "time": 0.23102} +{"mode": "train", "epoch": 124, "iter": 900, "lr": 0.00189, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.97, "top5_acc": 0.99625, "loss_cls": 0.14081, "loss": 0.14081, "time": 0.23184} +{"mode": "train", "epoch": 124, "iter": 1000, "lr": 0.00189, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.97562, "top5_acc": 0.9975, "loss_cls": 0.13918, "loss": 0.13918, "time": 0.23094} +{"mode": "train", "epoch": 124, "iter": 1100, "lr": 0.00188, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.975, "top5_acc": 0.99875, "loss_cls": 0.12322, "loss": 0.12322, "time": 0.23068} +{"mode": "train", "epoch": 124, "iter": 1200, "lr": 0.00188, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.97125, "top5_acc": 0.99562, "loss_cls": 0.14299, "loss": 0.14299, "time": 0.23083} +{"mode": "train", "epoch": 124, "iter": 1300, "lr": 0.00187, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.96875, "top5_acc": 0.99812, "loss_cls": 0.14589, "loss": 0.14589, "time": 0.2302} +{"mode": "train", "epoch": 124, "iter": 1400, "lr": 0.00186, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9725, "top5_acc": 0.9975, "loss_cls": 0.13831, "loss": 0.13831, "time": 0.23168} +{"mode": "train", "epoch": 124, "iter": 1500, "lr": 0.00186, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.97125, "top5_acc": 0.9975, "loss_cls": 0.15219, "loss": 0.15219, "time": 0.23129} +{"mode": "train", "epoch": 124, "iter": 1600, "lr": 0.00185, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96938, "top5_acc": 0.99625, "loss_cls": 0.14514, "loss": 0.14514, "time": 0.23135} +{"mode": "train", "epoch": 124, "iter": 1700, "lr": 0.00185, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96375, "top5_acc": 0.9975, "loss_cls": 0.153, "loss": 0.153, "time": 0.23126} +{"mode": "train", "epoch": 124, "iter": 1800, "lr": 0.00184, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96438, "top5_acc": 0.99812, "loss_cls": 0.14951, "loss": 0.14951, "time": 0.23136} +{"mode": "train", "epoch": 124, "iter": 1900, "lr": 0.00183, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.97375, "top5_acc": 0.99875, "loss_cls": 0.1298, "loss": 0.1298, "time": 0.23139} +{"mode": "train", "epoch": 124, "iter": 2000, "lr": 0.00183, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.96188, "top5_acc": 0.9975, "loss_cls": 0.1696, "loss": 0.1696, "time": 0.23002} +{"mode": "train", "epoch": 124, "iter": 2100, "lr": 0.00182, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.96438, "top5_acc": 0.99688, "loss_cls": 0.1509, "loss": 0.1509, "time": 0.22964} +{"mode": "train", "epoch": 124, "iter": 2200, "lr": 0.00182, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.97, "top5_acc": 0.9975, "loss_cls": 0.14784, "loss": 0.14784, "time": 0.23007} +{"mode": "train", "epoch": 124, "iter": 2300, "lr": 0.00181, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.97188, "top5_acc": 0.9975, "loss_cls": 0.1357, "loss": 0.1357, "time": 0.22993} +{"mode": "val", "epoch": 124, "iter": 1184, "lr": 0.00181, "top1_acc": 0.94211, "top5_acc": 0.99377} +{"mode": "train", "epoch": 125, "iter": 100, "lr": 0.0018, "memory": 6499, "data_time": 0.16818, "top1_acc": 0.97062, "top5_acc": 0.99688, "loss_cls": 0.13897, "loss": 0.13897, "time": 0.3997} +{"mode": "train", "epoch": 125, "iter": 200, "lr": 0.0018, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.97312, "top5_acc": 0.99625, "loss_cls": 0.13919, "loss": 0.13919, "time": 0.23161} +{"mode": "train", "epoch": 125, "iter": 300, "lr": 0.00179, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.97625, "top5_acc": 0.9975, "loss_cls": 0.12588, "loss": 0.12588, "time": 0.23139} +{"mode": "train", "epoch": 125, "iter": 400, "lr": 0.00179, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.97562, "top5_acc": 0.995, "loss_cls": 0.13336, "loss": 0.13336, "time": 0.2313} +{"mode": "train", "epoch": 125, "iter": 500, "lr": 0.00178, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9725, "top5_acc": 0.99562, "loss_cls": 0.14248, "loss": 0.14248, "time": 0.23017} +{"mode": "train", "epoch": 125, "iter": 600, "lr": 0.00177, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9675, "top5_acc": 0.99438, "loss_cls": 0.14891, "loss": 0.14891, "time": 0.23046} +{"mode": "train", "epoch": 125, "iter": 700, "lr": 0.00177, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.98312, "top5_acc": 0.99812, "loss_cls": 0.09526, "loss": 0.09526, "time": 0.23126} +{"mode": "train", "epoch": 125, "iter": 800, "lr": 0.00176, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.97875, "top5_acc": 0.9975, "loss_cls": 0.12556, "loss": 0.12556, "time": 0.23055} +{"mode": "train", "epoch": 125, "iter": 900, "lr": 0.00176, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.12422, "loss": 0.12422, "time": 0.23116} +{"mode": "train", "epoch": 125, "iter": 1000, "lr": 0.00175, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.11628, "loss": 0.11628, "time": 0.23038} +{"mode": "train", "epoch": 125, "iter": 1100, "lr": 0.00175, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.97188, "top5_acc": 0.99938, "loss_cls": 0.12668, "loss": 0.12668, "time": 0.23107} +{"mode": "train", "epoch": 125, "iter": 1200, "lr": 0.00174, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.98, "top5_acc": 0.99562, "loss_cls": 0.10962, "loss": 0.10962, "time": 0.23292} +{"mode": "train", "epoch": 125, "iter": 1300, "lr": 0.00173, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9725, "top5_acc": 0.99875, "loss_cls": 0.12294, "loss": 0.12294, "time": 0.23327} +{"mode": "train", "epoch": 125, "iter": 1400, "lr": 0.00173, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.97688, "top5_acc": 0.99875, "loss_cls": 0.10879, "loss": 0.10879, "time": 0.232} +{"mode": "train", "epoch": 125, "iter": 1500, "lr": 0.00172, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.98125, "top5_acc": 0.9975, "loss_cls": 0.11493, "loss": 0.11493, "time": 0.23218} +{"mode": "train", "epoch": 125, "iter": 1600, "lr": 0.00172, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.97188, "top5_acc": 0.99688, "loss_cls": 0.13676, "loss": 0.13676, "time": 0.23168} +{"mode": "train", "epoch": 125, "iter": 1700, "lr": 0.00171, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97625, "top5_acc": 0.99812, "loss_cls": 0.11037, "loss": 0.11037, "time": 0.23119} +{"mode": "train", "epoch": 125, "iter": 1800, "lr": 0.00171, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9775, "top5_acc": 0.99688, "loss_cls": 0.12235, "loss": 0.12235, "time": 0.23076} +{"mode": "train", "epoch": 125, "iter": 1900, "lr": 0.0017, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.97812, "top5_acc": 0.99938, "loss_cls": 0.11082, "loss": 0.11082, "time": 0.23114} +{"mode": "train", "epoch": 125, "iter": 2000, "lr": 0.00169, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9675, "top5_acc": 0.9975, "loss_cls": 0.15263, "loss": 0.15263, "time": 0.23171} +{"mode": "train", "epoch": 125, "iter": 2100, "lr": 0.00169, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.97625, "top5_acc": 0.99688, "loss_cls": 0.10698, "loss": 0.10698, "time": 0.23071} +{"mode": "train", "epoch": 125, "iter": 2200, "lr": 0.00168, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.96688, "top5_acc": 0.99562, "loss_cls": 0.14343, "loss": 0.14343, "time": 0.22958} +{"mode": "train", "epoch": 125, "iter": 2300, "lr": 0.00168, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98375, "top5_acc": 0.99812, "loss_cls": 0.09968, "loss": 0.09968, "time": 0.22995} +{"mode": "val", "epoch": 125, "iter": 1184, "lr": 0.00167, "top1_acc": 0.94993, "top5_acc": 0.99461} +{"mode": "train", "epoch": 126, "iter": 100, "lr": 0.00167, "memory": 6499, "data_time": 0.16812, "top1_acc": 0.97562, "top5_acc": 0.99688, "loss_cls": 0.12024, "loss": 0.12024, "time": 0.39879} +{"mode": "train", "epoch": 126, "iter": 200, "lr": 0.00166, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9875, "top5_acc": 0.99875, "loss_cls": 0.08823, "loss": 0.08823, "time": 0.23059} +{"mode": "train", "epoch": 126, "iter": 300, "lr": 0.00166, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.08741, "loss": 0.08741, "time": 0.22941} +{"mode": "train", "epoch": 126, "iter": 400, "lr": 0.00165, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.97875, "top5_acc": 0.99812, "loss_cls": 0.0997, "loss": 0.0997, "time": 0.23029} +{"mode": "train", "epoch": 126, "iter": 500, "lr": 0.00165, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.97875, "top5_acc": 0.99812, "loss_cls": 0.11656, "loss": 0.11656, "time": 0.23131} +{"mode": "train", "epoch": 126, "iter": 600, "lr": 0.00164, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9775, "top5_acc": 0.99562, "loss_cls": 0.1079, "loss": 0.1079, "time": 0.23099} +{"mode": "train", "epoch": 126, "iter": 700, "lr": 0.00164, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.97812, "top5_acc": 0.9975, "loss_cls": 0.1123, "loss": 0.1123, "time": 0.2314} +{"mode": "train", "epoch": 126, "iter": 800, "lr": 0.00163, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98062, "top5_acc": 0.99812, "loss_cls": 0.10277, "loss": 0.10277, "time": 0.23048} +{"mode": "train", "epoch": 126, "iter": 900, "lr": 0.00163, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.97188, "top5_acc": 0.99812, "loss_cls": 0.1253, "loss": 0.1253, "time": 0.22992} +{"mode": "train", "epoch": 126, "iter": 1000, "lr": 0.00162, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9775, "top5_acc": 0.99875, "loss_cls": 0.10976, "loss": 0.10976, "time": 0.23128} +{"mode": "train", "epoch": 126, "iter": 1100, "lr": 0.00161, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9725, "top5_acc": 0.99625, "loss_cls": 0.12407, "loss": 0.12407, "time": 0.23198} +{"mode": "train", "epoch": 126, "iter": 1200, "lr": 0.00161, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.98, "top5_acc": 0.99688, "loss_cls": 0.11448, "loss": 0.11448, "time": 0.23117} +{"mode": "train", "epoch": 126, "iter": 1300, "lr": 0.0016, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.97875, "top5_acc": 0.99625, "loss_cls": 0.11369, "loss": 0.11369, "time": 0.23034} +{"mode": "train", "epoch": 126, "iter": 1400, "lr": 0.0016, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.97812, "top5_acc": 0.99812, "loss_cls": 0.10426, "loss": 0.10426, "time": 0.23001} +{"mode": "train", "epoch": 126, "iter": 1500, "lr": 0.00159, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9775, "top5_acc": 0.9975, "loss_cls": 0.11144, "loss": 0.11144, "time": 0.22993} +{"mode": "train", "epoch": 126, "iter": 1600, "lr": 0.00159, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.97562, "top5_acc": 0.99625, "loss_cls": 0.12433, "loss": 0.12433, "time": 0.22976} +{"mode": "train", "epoch": 126, "iter": 1700, "lr": 0.00158, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.97125, "top5_acc": 0.99812, "loss_cls": 0.13624, "loss": 0.13624, "time": 0.22981} +{"mode": "train", "epoch": 126, "iter": 1800, "lr": 0.00158, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.97812, "top5_acc": 0.9975, "loss_cls": 0.11523, "loss": 0.11523, "time": 0.23103} +{"mode": "train", "epoch": 126, "iter": 1900, "lr": 0.00157, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.98, "top5_acc": 0.99625, "loss_cls": 0.11336, "loss": 0.11336, "time": 0.23229} +{"mode": "train", "epoch": 126, "iter": 2000, "lr": 0.00157, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.975, "top5_acc": 0.9975, "loss_cls": 0.11695, "loss": 0.11695, "time": 0.23045} +{"mode": "train", "epoch": 126, "iter": 2100, "lr": 0.00156, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.97125, "top5_acc": 0.995, "loss_cls": 0.13419, "loss": 0.13419, "time": 0.23072} +{"mode": "train", "epoch": 126, "iter": 2200, "lr": 0.00155, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9725, "top5_acc": 0.9975, "loss_cls": 0.13776, "loss": 0.13776, "time": 0.23085} +{"mode": "train", "epoch": 126, "iter": 2300, "lr": 0.00155, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98062, "top5_acc": 0.99812, "loss_cls": 0.11442, "loss": 0.11442, "time": 0.23081} +{"mode": "val", "epoch": 126, "iter": 1184, "lr": 0.00155, "top1_acc": 0.95177, "top5_acc": 0.99477} +{"mode": "train", "epoch": 127, "iter": 100, "lr": 0.00154, "memory": 6499, "data_time": 0.16759, "top1_acc": 0.97688, "top5_acc": 0.99688, "loss_cls": 0.11438, "loss": 0.11438, "time": 0.39776} +{"mode": "train", "epoch": 127, "iter": 200, "lr": 0.00154, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98188, "top5_acc": 0.99938, "loss_cls": 0.09511, "loss": 0.09511, "time": 0.2298} +{"mode": "train", "epoch": 127, "iter": 300, "lr": 0.00153, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99062, "top5_acc": 0.99688, "loss_cls": 0.07827, "loss": 0.07827, "time": 0.22997} +{"mode": "train", "epoch": 127, "iter": 400, "lr": 0.00152, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98, "top5_acc": 0.99812, "loss_cls": 0.1001, "loss": 0.1001, "time": 0.22966} +{"mode": "train", "epoch": 127, "iter": 500, "lr": 0.00152, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.98125, "top5_acc": 0.9975, "loss_cls": 0.09539, "loss": 0.09539, "time": 0.22976} +{"mode": "train", "epoch": 127, "iter": 600, "lr": 0.00151, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98688, "top5_acc": 0.9975, "loss_cls": 0.07863, "loss": 0.07863, "time": 0.22989} +{"mode": "train", "epoch": 127, "iter": 700, "lr": 0.00151, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98062, "top5_acc": 0.99875, "loss_cls": 0.09438, "loss": 0.09438, "time": 0.22997} +{"mode": "train", "epoch": 127, "iter": 800, "lr": 0.0015, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98, "top5_acc": 0.99938, "loss_cls": 0.09263, "loss": 0.09263, "time": 0.22992} +{"mode": "train", "epoch": 127, "iter": 900, "lr": 0.0015, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98375, "top5_acc": 0.99875, "loss_cls": 0.09758, "loss": 0.09758, "time": 0.22972} +{"mode": "train", "epoch": 127, "iter": 1000, "lr": 0.00149, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98188, "top5_acc": 0.99688, "loss_cls": 0.10544, "loss": 0.10544, "time": 0.23047} +{"mode": "train", "epoch": 127, "iter": 1100, "lr": 0.00149, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9775, "top5_acc": 0.9975, "loss_cls": 0.11069, "loss": 0.11069, "time": 0.23133} +{"mode": "train", "epoch": 127, "iter": 1200, "lr": 0.00148, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98438, "top5_acc": 0.99875, "loss_cls": 0.10229, "loss": 0.10229, "time": 0.23154} +{"mode": "train", "epoch": 127, "iter": 1300, "lr": 0.00148, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.97562, "top5_acc": 0.99812, "loss_cls": 0.10917, "loss": 0.10917, "time": 0.23134} +{"mode": "train", "epoch": 127, "iter": 1400, "lr": 0.00147, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.97812, "top5_acc": 0.9975, "loss_cls": 0.10612, "loss": 0.10612, "time": 0.23239} +{"mode": "train", "epoch": 127, "iter": 1500, "lr": 0.00147, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.97062, "top5_acc": 0.99625, "loss_cls": 0.13571, "loss": 0.13571, "time": 0.23169} +{"mode": "train", "epoch": 127, "iter": 1600, "lr": 0.00146, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.96875, "top5_acc": 0.99812, "loss_cls": 0.13701, "loss": 0.13701, "time": 0.2323} +{"mode": "train", "epoch": 127, "iter": 1700, "lr": 0.00146, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.97812, "top5_acc": 0.99688, "loss_cls": 0.10916, "loss": 0.10916, "time": 0.23197} +{"mode": "train", "epoch": 127, "iter": 1800, "lr": 0.00145, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.97688, "top5_acc": 0.99875, "loss_cls": 0.11983, "loss": 0.11983, "time": 0.23093} +{"mode": "train", "epoch": 127, "iter": 1900, "lr": 0.00145, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98, "top5_acc": 0.99688, "loss_cls": 0.11044, "loss": 0.11044, "time": 0.2309} +{"mode": "train", "epoch": 127, "iter": 2000, "lr": 0.00144, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.97812, "top5_acc": 0.99875, "loss_cls": 0.12703, "loss": 0.12703, "time": 0.23034} +{"mode": "train", "epoch": 127, "iter": 2100, "lr": 0.00144, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98062, "top5_acc": 0.99875, "loss_cls": 0.10532, "loss": 0.10532, "time": 0.23012} +{"mode": "train", "epoch": 127, "iter": 2200, "lr": 0.00143, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.97875, "top5_acc": 0.99688, "loss_cls": 0.10821, "loss": 0.10821, "time": 0.23073} +{"mode": "train", "epoch": 127, "iter": 2300, "lr": 0.00143, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98, "top5_acc": 0.99812, "loss_cls": 0.10559, "loss": 0.10559, "time": 0.2305} +{"mode": "val", "epoch": 127, "iter": 1184, "lr": 0.00142, "top1_acc": 0.94818, "top5_acc": 0.99503} +{"mode": "train", "epoch": 128, "iter": 100, "lr": 0.00142, "memory": 6499, "data_time": 0.16371, "top1_acc": 0.98188, "top5_acc": 0.99875, "loss_cls": 0.1007, "loss": 0.1007, "time": 0.39456} +{"mode": "train", "epoch": 128, "iter": 200, "lr": 0.00141, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.97812, "top5_acc": 0.99812, "loss_cls": 0.10446, "loss": 0.10446, "time": 0.23102} +{"mode": "train", "epoch": 128, "iter": 300, "lr": 0.00141, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9825, "top5_acc": 0.9975, "loss_cls": 0.09262, "loss": 0.09262, "time": 0.23186} +{"mode": "train", "epoch": 128, "iter": 400, "lr": 0.0014, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.975, "top5_acc": 0.9975, "loss_cls": 0.11842, "loss": 0.11842, "time": 0.23095} +{"mode": "train", "epoch": 128, "iter": 500, "lr": 0.0014, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.97188, "top5_acc": 0.99562, "loss_cls": 0.13567, "loss": 0.13567, "time": 0.2314} +{"mode": "train", "epoch": 128, "iter": 600, "lr": 0.00139, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.98562, "top5_acc": 0.99812, "loss_cls": 0.08605, "loss": 0.08605, "time": 0.23076} +{"mode": "train", "epoch": 128, "iter": 700, "lr": 0.00139, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.98, "top5_acc": 0.99938, "loss_cls": 0.10341, "loss": 0.10341, "time": 0.23058} +{"mode": "train", "epoch": 128, "iter": 800, "lr": 0.00138, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.97812, "top5_acc": 0.9975, "loss_cls": 0.1132, "loss": 0.1132, "time": 0.23111} +{"mode": "train", "epoch": 128, "iter": 900, "lr": 0.00138, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.10117, "loss": 0.10117, "time": 0.2312} +{"mode": "train", "epoch": 128, "iter": 1000, "lr": 0.00137, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.10039, "loss": 0.10039, "time": 0.23197} +{"mode": "train", "epoch": 128, "iter": 1100, "lr": 0.00137, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98062, "top5_acc": 0.9975, "loss_cls": 0.1063, "loss": 0.1063, "time": 0.23103} +{"mode": "train", "epoch": 128, "iter": 1200, "lr": 0.00136, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98125, "top5_acc": 0.9975, "loss_cls": 0.09563, "loss": 0.09563, "time": 0.23108} +{"mode": "train", "epoch": 128, "iter": 1300, "lr": 0.00136, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98375, "top5_acc": 0.99875, "loss_cls": 0.08941, "loss": 0.08941, "time": 0.23163} +{"mode": "train", "epoch": 128, "iter": 1400, "lr": 0.00135, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98062, "top5_acc": 0.99812, "loss_cls": 0.09517, "loss": 0.09517, "time": 0.23118} +{"mode": "train", "epoch": 128, "iter": 1500, "lr": 0.00135, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98188, "top5_acc": 0.99625, "loss_cls": 0.1125, "loss": 0.1125, "time": 0.23064} +{"mode": "train", "epoch": 128, "iter": 1600, "lr": 0.00134, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.97312, "top5_acc": 0.99812, "loss_cls": 0.13257, "loss": 0.13257, "time": 0.23081} +{"mode": "train", "epoch": 128, "iter": 1700, "lr": 0.00134, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.97875, "top5_acc": 0.99875, "loss_cls": 0.10163, "loss": 0.10163, "time": 0.23034} +{"mode": "train", "epoch": 128, "iter": 1800, "lr": 0.00133, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98875, "top5_acc": 0.99938, "loss_cls": 0.08041, "loss": 0.08041, "time": 0.23137} +{"mode": "train", "epoch": 128, "iter": 1900, "lr": 0.00133, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9775, "top5_acc": 0.99688, "loss_cls": 0.11665, "loss": 0.11665, "time": 0.23218} +{"mode": "train", "epoch": 128, "iter": 2000, "lr": 0.00132, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98062, "top5_acc": 0.99688, "loss_cls": 0.09837, "loss": 0.09837, "time": 0.23129} +{"mode": "train", "epoch": 128, "iter": 2100, "lr": 0.00132, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.97938, "top5_acc": 0.99812, "loss_cls": 0.10726, "loss": 0.10726, "time": 0.23063} +{"mode": "train", "epoch": 128, "iter": 2200, "lr": 0.00131, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.97875, "top5_acc": 0.99562, "loss_cls": 0.11766, "loss": 0.11766, "time": 0.23049} +{"mode": "train", "epoch": 128, "iter": 2300, "lr": 0.00131, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9875, "top5_acc": 0.99875, "loss_cls": 0.08863, "loss": 0.08863, "time": 0.23067} +{"mode": "val", "epoch": 128, "iter": 1184, "lr": 0.0013, "top1_acc": 0.95262, "top5_acc": 0.99519} +{"mode": "train", "epoch": 129, "iter": 100, "lr": 0.0013, "memory": 6499, "data_time": 0.1661, "top1_acc": 0.98188, "top5_acc": 0.99938, "loss_cls": 0.09525, "loss": 0.09525, "time": 0.3967} +{"mode": "train", "epoch": 129, "iter": 200, "lr": 0.00129, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98312, "top5_acc": 0.99938, "loss_cls": 0.09503, "loss": 0.09503, "time": 0.23052} +{"mode": "train", "epoch": 129, "iter": 300, "lr": 0.00129, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.97625, "top5_acc": 0.99812, "loss_cls": 0.09619, "loss": 0.09619, "time": 0.23088} +{"mode": "train", "epoch": 129, "iter": 400, "lr": 0.00128, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.97938, "top5_acc": 0.99812, "loss_cls": 0.10827, "loss": 0.10827, "time": 0.23016} +{"mode": "train", "epoch": 129, "iter": 500, "lr": 0.00128, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.98125, "top5_acc": 0.99688, "loss_cls": 0.10814, "loss": 0.10814, "time": 0.23005} +{"mode": "train", "epoch": 129, "iter": 600, "lr": 0.00127, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9825, "top5_acc": 0.99688, "loss_cls": 0.09043, "loss": 0.09043, "time": 0.23032} +{"mode": "train", "epoch": 129, "iter": 700, "lr": 0.00127, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.08479, "loss": 0.08479, "time": 0.23217} +{"mode": "train", "epoch": 129, "iter": 800, "lr": 0.00126, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.97625, "top5_acc": 0.99562, "loss_cls": 0.11272, "loss": 0.11272, "time": 0.23158} +{"mode": "train", "epoch": 129, "iter": 900, "lr": 0.00126, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98688, "top5_acc": 0.9975, "loss_cls": 0.08771, "loss": 0.08771, "time": 0.23186} +{"mode": "train", "epoch": 129, "iter": 1000, "lr": 0.00125, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.985, "top5_acc": 0.9975, "loss_cls": 0.0845, "loss": 0.0845, "time": 0.233} +{"mode": "train", "epoch": 129, "iter": 1100, "lr": 0.00125, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98125, "top5_acc": 0.99875, "loss_cls": 0.09051, "loss": 0.09051, "time": 0.23088} +{"mode": "train", "epoch": 129, "iter": 1200, "lr": 0.00124, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98688, "top5_acc": 0.99875, "loss_cls": 0.08404, "loss": 0.08404, "time": 0.23022} +{"mode": "train", "epoch": 129, "iter": 1300, "lr": 0.00124, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98438, "top5_acc": 0.99812, "loss_cls": 0.08572, "loss": 0.08572, "time": 0.23062} +{"mode": "train", "epoch": 129, "iter": 1400, "lr": 0.00124, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98, "top5_acc": 0.99688, "loss_cls": 0.09796, "loss": 0.09796, "time": 0.23024} +{"mode": "train", "epoch": 129, "iter": 1500, "lr": 0.00123, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9825, "top5_acc": 0.99812, "loss_cls": 0.0889, "loss": 0.0889, "time": 0.2302} +{"mode": "train", "epoch": 129, "iter": 1600, "lr": 0.00123, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98125, "top5_acc": 0.99625, "loss_cls": 0.11769, "loss": 0.11769, "time": 0.2295} +{"mode": "train", "epoch": 129, "iter": 1700, "lr": 0.00122, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.98188, "top5_acc": 0.99875, "loss_cls": 0.0872, "loss": 0.0872, "time": 0.22972} +{"mode": "train", "epoch": 129, "iter": 1800, "lr": 0.00122, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.98438, "top5_acc": 0.99875, "loss_cls": 0.09003, "loss": 0.09003, "time": 0.22994} +{"mode": "train", "epoch": 129, "iter": 1900, "lr": 0.00121, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.98688, "top5_acc": 0.99875, "loss_cls": 0.09191, "loss": 0.09191, "time": 0.22991} +{"mode": "train", "epoch": 129, "iter": 2000, "lr": 0.00121, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98125, "top5_acc": 0.9975, "loss_cls": 0.09925, "loss": 0.09925, "time": 0.23082} +{"mode": "train", "epoch": 129, "iter": 2100, "lr": 0.0012, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.9875, "top5_acc": 0.9975, "loss_cls": 0.08469, "loss": 0.08469, "time": 0.23215} +{"mode": "train", "epoch": 129, "iter": 2200, "lr": 0.0012, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.97688, "top5_acc": 0.99562, "loss_cls": 0.12151, "loss": 0.12151, "time": 0.2316} +{"mode": "train", "epoch": 129, "iter": 2300, "lr": 0.00119, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9875, "top5_acc": 0.99875, "loss_cls": 0.07672, "loss": 0.07672, "time": 0.23157} +{"mode": "val", "epoch": 129, "iter": 1184, "lr": 0.00119, "top1_acc": 0.95236, "top5_acc": 0.99419} +{"mode": "train", "epoch": 130, "iter": 100, "lr": 0.00118, "memory": 6499, "data_time": 0.17399, "top1_acc": 0.9825, "top5_acc": 0.99688, "loss_cls": 0.09565, "loss": 0.09565, "time": 0.40452} +{"mode": "train", "epoch": 130, "iter": 200, "lr": 0.00118, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98562, "top5_acc": 0.99875, "loss_cls": 0.08082, "loss": 0.08082, "time": 0.23075} +{"mode": "train", "epoch": 130, "iter": 300, "lr": 0.00118, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.985, "top5_acc": 0.99812, "loss_cls": 0.07814, "loss": 0.07814, "time": 0.23046} +{"mode": "train", "epoch": 130, "iter": 400, "lr": 0.00117, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9825, "top5_acc": 0.99875, "loss_cls": 0.09237, "loss": 0.09237, "time": 0.23035} +{"mode": "train", "epoch": 130, "iter": 500, "lr": 0.00117, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.07106, "loss": 0.07106, "time": 0.2305} +{"mode": "train", "epoch": 130, "iter": 600, "lr": 0.00116, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.985, "top5_acc": 0.99875, "loss_cls": 0.08341, "loss": 0.08341, "time": 0.23047} +{"mode": "train", "epoch": 130, "iter": 700, "lr": 0.00116, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9825, "top5_acc": 0.99812, "loss_cls": 0.08634, "loss": 0.08634, "time": 0.23041} +{"mode": "train", "epoch": 130, "iter": 800, "lr": 0.00115, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.98312, "top5_acc": 0.99625, "loss_cls": 0.09787, "loss": 0.09787, "time": 0.23211} +{"mode": "train", "epoch": 130, "iter": 900, "lr": 0.00115, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.10901, "loss": 0.10901, "time": 0.23136} +{"mode": "train", "epoch": 130, "iter": 1000, "lr": 0.00114, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98562, "top5_acc": 0.99812, "loss_cls": 0.09321, "loss": 0.09321, "time": 0.23085} +{"mode": "train", "epoch": 130, "iter": 1100, "lr": 0.00114, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98062, "top5_acc": 0.99562, "loss_cls": 0.1089, "loss": 0.1089, "time": 0.23102} +{"mode": "train", "epoch": 130, "iter": 1200, "lr": 0.00113, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.98812, "top5_acc": 0.99812, "loss_cls": 0.0798, "loss": 0.0798, "time": 0.23038} +{"mode": "train", "epoch": 130, "iter": 1300, "lr": 0.00113, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.06667, "loss": 0.06667, "time": 0.23065} +{"mode": "train", "epoch": 130, "iter": 1400, "lr": 0.00112, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9825, "top5_acc": 0.99688, "loss_cls": 0.08564, "loss": 0.08564, "time": 0.23007} +{"mode": "train", "epoch": 130, "iter": 1500, "lr": 0.00112, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.98125, "top5_acc": 0.9975, "loss_cls": 0.09091, "loss": 0.09091, "time": 0.23022} +{"mode": "train", "epoch": 130, "iter": 1600, "lr": 0.00112, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.97938, "top5_acc": 0.99562, "loss_cls": 0.10524, "loss": 0.10524, "time": 0.23025} +{"mode": "train", "epoch": 130, "iter": 1700, "lr": 0.00111, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98062, "top5_acc": 0.99812, "loss_cls": 0.09917, "loss": 0.09917, "time": 0.23051} +{"mode": "train", "epoch": 130, "iter": 1800, "lr": 0.00111, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.98125, "top5_acc": 0.99688, "loss_cls": 0.10032, "loss": 0.10032, "time": 0.22996} +{"mode": "train", "epoch": 130, "iter": 1900, "lr": 0.0011, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.97875, "top5_acc": 0.99875, "loss_cls": 0.09951, "loss": 0.09951, "time": 0.23037} +{"mode": "train", "epoch": 130, "iter": 2000, "lr": 0.0011, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98562, "top5_acc": 0.99812, "loss_cls": 0.08104, "loss": 0.08104, "time": 0.23057} +{"mode": "train", "epoch": 130, "iter": 2100, "lr": 0.00109, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.06722, "loss": 0.06722, "time": 0.23074} +{"mode": "train", "epoch": 130, "iter": 2200, "lr": 0.00109, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98375, "top5_acc": 0.9975, "loss_cls": 0.08378, "loss": 0.08378, "time": 0.23124} +{"mode": "train", "epoch": 130, "iter": 2300, "lr": 0.00108, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.97938, "top5_acc": 0.99812, "loss_cls": 0.09767, "loss": 0.09767, "time": 0.2313} +{"mode": "val", "epoch": 130, "iter": 1184, "lr": 0.00108, "top1_acc": 0.95341, "top5_acc": 0.99451} +{"mode": "train", "epoch": 131, "iter": 100, "lr": 0.00108, "memory": 6499, "data_time": 0.16938, "top1_acc": 0.98688, "top5_acc": 0.99938, "loss_cls": 0.07869, "loss": 0.07869, "time": 0.40108} +{"mode": "train", "epoch": 131, "iter": 200, "lr": 0.00107, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98812, "top5_acc": 0.99875, "loss_cls": 0.07686, "loss": 0.07686, "time": 0.23043} +{"mode": "train", "epoch": 131, "iter": 300, "lr": 0.00107, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.06619, "loss": 0.06619, "time": 0.23024} +{"mode": "train", "epoch": 131, "iter": 400, "lr": 0.00106, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.08194, "loss": 0.08194, "time": 0.23035} +{"mode": "train", "epoch": 131, "iter": 500, "lr": 0.00106, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.07659, "loss": 0.07659, "time": 0.2303} +{"mode": "train", "epoch": 131, "iter": 600, "lr": 0.00105, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.9875, "top5_acc": 0.99875, "loss_cls": 0.07563, "loss": 0.07563, "time": 0.22969} +{"mode": "train", "epoch": 131, "iter": 700, "lr": 0.00105, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.98812, "top5_acc": 0.99812, "loss_cls": 0.08075, "loss": 0.08075, "time": 0.23227} +{"mode": "train", "epoch": 131, "iter": 800, "lr": 0.00104, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98688, "top5_acc": 0.9975, "loss_cls": 0.07255, "loss": 0.07255, "time": 0.23153} +{"mode": "train", "epoch": 131, "iter": 900, "lr": 0.00104, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98875, "top5_acc": 0.99875, "loss_cls": 0.07005, "loss": 0.07005, "time": 0.23088} +{"mode": "train", "epoch": 131, "iter": 1000, "lr": 0.00104, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.985, "top5_acc": 0.99875, "loss_cls": 0.07327, "loss": 0.07327, "time": 0.23062} +{"mode": "train", "epoch": 131, "iter": 1100, "lr": 0.00103, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98875, "top5_acc": 0.99812, "loss_cls": 0.07402, "loss": 0.07402, "time": 0.23085} +{"mode": "train", "epoch": 131, "iter": 1200, "lr": 0.00103, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98625, "top5_acc": 0.99625, "loss_cls": 0.08728, "loss": 0.08728, "time": 0.23058} +{"mode": "train", "epoch": 131, "iter": 1300, "lr": 0.00102, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98625, "top5_acc": 0.99938, "loss_cls": 0.07949, "loss": 0.07949, "time": 0.23029} +{"mode": "train", "epoch": 131, "iter": 1400, "lr": 0.00102, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.07131, "loss": 0.07131, "time": 0.23053} +{"mode": "train", "epoch": 131, "iter": 1500, "lr": 0.00101, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98875, "top5_acc": 0.99875, "loss_cls": 0.07173, "loss": 0.07173, "time": 0.23096} +{"mode": "train", "epoch": 131, "iter": 1600, "lr": 0.00101, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.97938, "top5_acc": 0.99812, "loss_cls": 0.09727, "loss": 0.09727, "time": 0.23079} +{"mode": "train", "epoch": 131, "iter": 1700, "lr": 0.00101, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.07409, "loss": 0.07409, "time": 0.23056} +{"mode": "train", "epoch": 131, "iter": 1800, "lr": 0.001, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9775, "top5_acc": 0.99875, "loss_cls": 0.09347, "loss": 0.09347, "time": 0.23088} +{"mode": "train", "epoch": 131, "iter": 1900, "lr": 0.001, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98375, "top5_acc": 0.99812, "loss_cls": 0.08729, "loss": 0.08729, "time": 0.23073} +{"mode": "train", "epoch": 131, "iter": 2000, "lr": 0.00099, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98625, "top5_acc": 0.99812, "loss_cls": 0.07913, "loss": 0.07913, "time": 0.23074} +{"mode": "train", "epoch": 131, "iter": 2100, "lr": 0.00099, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9875, "top5_acc": 0.99688, "loss_cls": 0.08152, "loss": 0.08152, "time": 0.23054} +{"mode": "train", "epoch": 131, "iter": 2200, "lr": 0.00098, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98, "top5_acc": 0.9975, "loss_cls": 0.10822, "loss": 0.10822, "time": 0.23079} +{"mode": "train", "epoch": 131, "iter": 2300, "lr": 0.00098, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98688, "top5_acc": 0.99875, "loss_cls": 0.08434, "loss": 0.08434, "time": 0.23016} +{"mode": "val", "epoch": 131, "iter": 1184, "lr": 0.00098, "top1_acc": 0.95516, "top5_acc": 0.9953} +{"mode": "train", "epoch": 132, "iter": 100, "lr": 0.00097, "memory": 6499, "data_time": 0.16972, "top1_acc": 0.98688, "top5_acc": 0.9975, "loss_cls": 0.07977, "loss": 0.07977, "time": 0.40033} +{"mode": "train", "epoch": 132, "iter": 200, "lr": 0.00097, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98562, "top5_acc": 0.9975, "loss_cls": 0.08009, "loss": 0.08009, "time": 0.23047} +{"mode": "train", "epoch": 132, "iter": 300, "lr": 0.00096, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.06325, "loss": 0.06325, "time": 0.23077} +{"mode": "train", "epoch": 132, "iter": 400, "lr": 0.00096, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98938, "top5_acc": 0.99875, "loss_cls": 0.06795, "loss": 0.06795, "time": 0.23061} +{"mode": "train", "epoch": 132, "iter": 500, "lr": 0.00096, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.07747, "loss": 0.07747, "time": 0.23043} +{"mode": "train", "epoch": 132, "iter": 600, "lr": 0.00095, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98688, "top5_acc": 0.99875, "loss_cls": 0.08999, "loss": 0.08999, "time": 0.23144} +{"mode": "train", "epoch": 132, "iter": 700, "lr": 0.00095, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99125, "top5_acc": 0.99812, "loss_cls": 0.06675, "loss": 0.06675, "time": 0.23} +{"mode": "train", "epoch": 132, "iter": 800, "lr": 0.00094, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.98125, "top5_acc": 0.99562, "loss_cls": 0.09984, "loss": 0.09984, "time": 0.2302} +{"mode": "train", "epoch": 132, "iter": 900, "lr": 0.00094, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98562, "top5_acc": 0.99875, "loss_cls": 0.07414, "loss": 0.07414, "time": 0.23091} +{"mode": "train", "epoch": 132, "iter": 1000, "lr": 0.00093, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.98875, "top5_acc": 0.99875, "loss_cls": 0.07628, "loss": 0.07628, "time": 0.23137} +{"mode": "train", "epoch": 132, "iter": 1100, "lr": 0.00093, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9875, "top5_acc": 0.9975, "loss_cls": 0.07803, "loss": 0.07803, "time": 0.23101} +{"mode": "train", "epoch": 132, "iter": 1200, "lr": 0.00093, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98562, "top5_acc": 0.9975, "loss_cls": 0.07692, "loss": 0.07692, "time": 0.2308} +{"mode": "train", "epoch": 132, "iter": 1300, "lr": 0.00092, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98062, "top5_acc": 0.99812, "loss_cls": 0.09557, "loss": 0.09557, "time": 0.2315} +{"mode": "train", "epoch": 132, "iter": 1400, "lr": 0.00092, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98688, "top5_acc": 0.9975, "loss_cls": 0.08362, "loss": 0.08362, "time": 0.23141} +{"mode": "train", "epoch": 132, "iter": 1500, "lr": 0.00091, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98812, "top5_acc": 0.99875, "loss_cls": 0.07749, "loss": 0.07749, "time": 0.2303} +{"mode": "train", "epoch": 132, "iter": 1600, "lr": 0.00091, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98125, "top5_acc": 0.9975, "loss_cls": 0.09271, "loss": 0.09271, "time": 0.23012} +{"mode": "train", "epoch": 132, "iter": 1700, "lr": 0.0009, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98812, "top5_acc": 0.99875, "loss_cls": 0.07812, "loss": 0.07812, "time": 0.22987} +{"mode": "train", "epoch": 132, "iter": 1800, "lr": 0.0009, "memory": 6499, "data_time": 0.00012, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.07175, "loss": 0.07175, "time": 0.22967} +{"mode": "train", "epoch": 132, "iter": 1900, "lr": 0.0009, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.985, "top5_acc": 0.99875, "loss_cls": 0.06948, "loss": 0.06948, "time": 0.23006} +{"mode": "train", "epoch": 132, "iter": 2000, "lr": 0.00089, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98562, "top5_acc": 0.99688, "loss_cls": 0.08117, "loss": 0.08117, "time": 0.23093} +{"mode": "train", "epoch": 132, "iter": 2100, "lr": 0.00089, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.98625, "top5_acc": 0.99688, "loss_cls": 0.08411, "loss": 0.08411, "time": 0.23016} +{"mode": "train", "epoch": 132, "iter": 2200, "lr": 0.00088, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05598, "loss": 0.05598, "time": 0.23008} +{"mode": "train", "epoch": 132, "iter": 2300, "lr": 0.00088, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.06688, "loss": 0.06688, "time": 0.22996} +{"mode": "val", "epoch": 132, "iter": 1184, "lr": 0.00088, "top1_acc": 0.95616, "top5_acc": 0.99456} +{"mode": "train", "epoch": 133, "iter": 100, "lr": 0.00087, "memory": 6499, "data_time": 0.16835, "top1_acc": 0.99062, "top5_acc": 0.99688, "loss_cls": 0.07415, "loss": 0.07415, "time": 0.39821} +{"mode": "train", "epoch": 133, "iter": 200, "lr": 0.00087, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.06551, "loss": 0.06551, "time": 0.22992} +{"mode": "train", "epoch": 133, "iter": 300, "lr": 0.00087, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98188, "top5_acc": 0.99812, "loss_cls": 0.08953, "loss": 0.08953, "time": 0.23054} +{"mode": "train", "epoch": 133, "iter": 400, "lr": 0.00086, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98188, "top5_acc": 0.9975, "loss_cls": 0.08565, "loss": 0.08565, "time": 0.23027} +{"mode": "train", "epoch": 133, "iter": 500, "lr": 0.00086, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98438, "top5_acc": 0.99812, "loss_cls": 0.07686, "loss": 0.07686, "time": 0.23151} +{"mode": "train", "epoch": 133, "iter": 600, "lr": 0.00085, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99188, "top5_acc": 0.99812, "loss_cls": 0.0629, "loss": 0.0629, "time": 0.23042} +{"mode": "train", "epoch": 133, "iter": 700, "lr": 0.00085, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9875, "top5_acc": 0.99875, "loss_cls": 0.06993, "loss": 0.06993, "time": 0.23036} +{"mode": "train", "epoch": 133, "iter": 800, "lr": 0.00085, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98688, "top5_acc": 0.99875, "loss_cls": 0.07311, "loss": 0.07311, "time": 0.23096} +{"mode": "train", "epoch": 133, "iter": 900, "lr": 0.00084, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.98938, "top5_acc": 0.9975, "loss_cls": 0.0829, "loss": 0.0829, "time": 0.23106} +{"mode": "train", "epoch": 133, "iter": 1000, "lr": 0.00084, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.073, "loss": 0.073, "time": 0.23198} +{"mode": "train", "epoch": 133, "iter": 1100, "lr": 0.00083, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.07648, "loss": 0.07648, "time": 0.23142} +{"mode": "train", "epoch": 133, "iter": 1200, "lr": 0.00083, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.06854, "loss": 0.06854, "time": 0.23123} +{"mode": "train", "epoch": 133, "iter": 1300, "lr": 0.00083, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9875, "top5_acc": 0.9975, "loss_cls": 0.0752, "loss": 0.0752, "time": 0.23108} +{"mode": "train", "epoch": 133, "iter": 1400, "lr": 0.00082, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.07332, "loss": 0.07332, "time": 0.2323} +{"mode": "train", "epoch": 133, "iter": 1500, "lr": 0.00082, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99188, "top5_acc": 0.9975, "loss_cls": 0.06405, "loss": 0.06405, "time": 0.23083} +{"mode": "train", "epoch": 133, "iter": 1600, "lr": 0.00081, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98375, "top5_acc": 0.99688, "loss_cls": 0.09294, "loss": 0.09294, "time": 0.2308} +{"mode": "train", "epoch": 133, "iter": 1700, "lr": 0.00081, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98562, "top5_acc": 0.99812, "loss_cls": 0.0705, "loss": 0.0705, "time": 0.23055} +{"mode": "train", "epoch": 133, "iter": 1800, "lr": 0.00081, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98312, "top5_acc": 0.9975, "loss_cls": 0.08274, "loss": 0.08274, "time": 0.23096} +{"mode": "train", "epoch": 133, "iter": 1900, "lr": 0.0008, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98812, "top5_acc": 0.99812, "loss_cls": 0.06705, "loss": 0.06705, "time": 0.23078} +{"mode": "train", "epoch": 133, "iter": 2000, "lr": 0.0008, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.06332, "loss": 0.06332, "time": 0.23012} +{"mode": "train", "epoch": 133, "iter": 2100, "lr": 0.00079, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.9875, "top5_acc": 0.99812, "loss_cls": 0.07332, "loss": 0.07332, "time": 0.23016} +{"mode": "train", "epoch": 133, "iter": 2200, "lr": 0.00079, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98938, "top5_acc": 0.99875, "loss_cls": 0.06623, "loss": 0.06623, "time": 0.23032} +{"mode": "train", "epoch": 133, "iter": 2300, "lr": 0.00079, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.07668, "loss": 0.07668, "time": 0.23072} +{"mode": "val", "epoch": 133, "iter": 1184, "lr": 0.00078, "top1_acc": 0.95468, "top5_acc": 0.99488} +{"mode": "train", "epoch": 134, "iter": 100, "lr": 0.00078, "memory": 6499, "data_time": 0.16635, "top1_acc": 0.99188, "top5_acc": 0.99812, "loss_cls": 0.06323, "loss": 0.06323, "time": 0.39699} +{"mode": "train", "epoch": 134, "iter": 200, "lr": 0.00078, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98812, "top5_acc": 0.99875, "loss_cls": 0.07253, "loss": 0.07253, "time": 0.2304} +{"mode": "train", "epoch": 134, "iter": 300, "lr": 0.00077, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.05477, "loss": 0.05477, "time": 0.23065} +{"mode": "train", "epoch": 134, "iter": 400, "lr": 0.00077, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98875, "top5_acc": 0.9975, "loss_cls": 0.07741, "loss": 0.07741, "time": 0.23009} +{"mode": "train", "epoch": 134, "iter": 500, "lr": 0.00076, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98875, "top5_acc": 0.99875, "loss_cls": 0.06942, "loss": 0.06942, "time": 0.23058} +{"mode": "train", "epoch": 134, "iter": 600, "lr": 0.00076, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.06881, "loss": 0.06881, "time": 0.22929} +{"mode": "train", "epoch": 134, "iter": 700, "lr": 0.00076, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.05958, "loss": 0.05958, "time": 0.22936} +{"mode": "train", "epoch": 134, "iter": 800, "lr": 0.00075, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.06834, "loss": 0.06834, "time": 0.22944} +{"mode": "train", "epoch": 134, "iter": 900, "lr": 0.00075, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.0551, "loss": 0.0551, "time": 0.23016} +{"mode": "train", "epoch": 134, "iter": 1000, "lr": 0.00075, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.05891, "loss": 0.05891, "time": 0.22948} +{"mode": "train", "epoch": 134, "iter": 1100, "lr": 0.00074, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.98938, "top5_acc": 0.9975, "loss_cls": 0.06496, "loss": 0.06496, "time": 0.22981} +{"mode": "train", "epoch": 134, "iter": 1200, "lr": 0.00074, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98875, "top5_acc": 0.99688, "loss_cls": 0.0737, "loss": 0.0737, "time": 0.22998} +{"mode": "train", "epoch": 134, "iter": 1300, "lr": 0.00073, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98875, "top5_acc": 0.99938, "loss_cls": 0.06697, "loss": 0.06697, "time": 0.22975} +{"mode": "train", "epoch": 134, "iter": 1400, "lr": 0.00073, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.05944, "loss": 0.05944, "time": 0.2306} +{"mode": "train", "epoch": 134, "iter": 1500, "lr": 0.00073, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9925, "top5_acc": 0.99812, "loss_cls": 0.06572, "loss": 0.06572, "time": 0.22979} +{"mode": "train", "epoch": 134, "iter": 1600, "lr": 0.00072, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.98438, "top5_acc": 0.99875, "loss_cls": 0.08851, "loss": 0.08851, "time": 0.22969} +{"mode": "train", "epoch": 134, "iter": 1700, "lr": 0.00072, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.06094, "loss": 0.06094, "time": 0.22952} +{"mode": "train", "epoch": 134, "iter": 1800, "lr": 0.00072, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98812, "top5_acc": 0.9975, "loss_cls": 0.0746, "loss": 0.0746, "time": 0.22932} +{"mode": "train", "epoch": 134, "iter": 1900, "lr": 0.00071, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98688, "top5_acc": 0.9975, "loss_cls": 0.06907, "loss": 0.06907, "time": 0.22922} +{"mode": "train", "epoch": 134, "iter": 2000, "lr": 0.00071, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.06162, "loss": 0.06162, "time": 0.22922} +{"mode": "train", "epoch": 134, "iter": 2100, "lr": 0.0007, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06246, "loss": 0.06246, "time": 0.23011} +{"mode": "train", "epoch": 134, "iter": 2200, "lr": 0.0007, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.05597, "loss": 0.05597, "time": 0.22963} +{"mode": "train", "epoch": 134, "iter": 2300, "lr": 0.0007, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98938, "top5_acc": 0.99875, "loss_cls": 0.07033, "loss": 0.07033, "time": 0.23048} +{"mode": "val", "epoch": 134, "iter": 1184, "lr": 0.0007, "top1_acc": 0.9579, "top5_acc": 0.99498} +{"mode": "train", "epoch": 135, "iter": 100, "lr": 0.00069, "memory": 6499, "data_time": 0.16822, "top1_acc": 0.99125, "top5_acc": 0.99812, "loss_cls": 0.06334, "loss": 0.06334, "time": 0.3984} +{"mode": "train", "epoch": 135, "iter": 200, "lr": 0.00069, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99062, "top5_acc": 0.99875, "loss_cls": 0.05721, "loss": 0.05721, "time": 0.23109} +{"mode": "train", "epoch": 135, "iter": 300, "lr": 0.00068, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.05761, "loss": 0.05761, "time": 0.23051} +{"mode": "train", "epoch": 135, "iter": 400, "lr": 0.00068, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98562, "top5_acc": 0.99938, "loss_cls": 0.07365, "loss": 0.07365, "time": 0.23137} +{"mode": "train", "epoch": 135, "iter": 500, "lr": 0.00068, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99125, "top5_acc": 0.99812, "loss_cls": 0.07002, "loss": 0.07002, "time": 0.23092} +{"mode": "train", "epoch": 135, "iter": 600, "lr": 0.00067, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 0.9975, "loss_cls": 0.07292, "loss": 0.07292, "time": 0.23002} +{"mode": "train", "epoch": 135, "iter": 700, "lr": 0.00067, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.05229, "loss": 0.05229, "time": 0.23125} +{"mode": "train", "epoch": 135, "iter": 800, "lr": 0.00067, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 0.99688, "loss_cls": 0.06759, "loss": 0.06759, "time": 0.23234} +{"mode": "train", "epoch": 135, "iter": 900, "lr": 0.00066, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98812, "top5_acc": 0.99875, "loss_cls": 0.06793, "loss": 0.06793, "time": 0.23068} +{"mode": "train", "epoch": 135, "iter": 1000, "lr": 0.00066, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.06228, "loss": 0.06228, "time": 0.23029} +{"mode": "train", "epoch": 135, "iter": 1100, "lr": 0.00066, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99062, "top5_acc": 0.99812, "loss_cls": 0.0613, "loss": 0.0613, "time": 0.23018} +{"mode": "train", "epoch": 135, "iter": 1200, "lr": 0.00065, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98875, "top5_acc": 0.99688, "loss_cls": 0.06599, "loss": 0.06599, "time": 0.23016} +{"mode": "train", "epoch": 135, "iter": 1300, "lr": 0.00065, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.05117, "loss": 0.05117, "time": 0.22985} +{"mode": "train", "epoch": 135, "iter": 1400, "lr": 0.00065, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.99188, "top5_acc": 0.99812, "loss_cls": 0.05753, "loss": 0.05753, "time": 0.23} +{"mode": "train", "epoch": 135, "iter": 1500, "lr": 0.00064, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.985, "top5_acc": 0.9975, "loss_cls": 0.08676, "loss": 0.08676, "time": 0.22995} +{"mode": "train", "epoch": 135, "iter": 1600, "lr": 0.00064, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.06272, "loss": 0.06272, "time": 0.2299} +{"mode": "train", "epoch": 135, "iter": 1700, "lr": 0.00063, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.04883, "loss": 0.04883, "time": 0.22972} +{"mode": "train", "epoch": 135, "iter": 1800, "lr": 0.00063, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98562, "top5_acc": 0.99875, "loss_cls": 0.07182, "loss": 0.07182, "time": 0.23041} +{"mode": "train", "epoch": 135, "iter": 1900, "lr": 0.00063, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.98875, "top5_acc": 0.99938, "loss_cls": 0.06144, "loss": 0.06144, "time": 0.23223} +{"mode": "train", "epoch": 135, "iter": 2000, "lr": 0.00062, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.98562, "top5_acc": 0.99562, "loss_cls": 0.08836, "loss": 0.08836, "time": 0.23049} +{"mode": "train", "epoch": 135, "iter": 2100, "lr": 0.00062, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.06162, "loss": 0.06162, "time": 0.23019} +{"mode": "train", "epoch": 135, "iter": 2200, "lr": 0.00062, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99188, "top5_acc": 0.99875, "loss_cls": 0.05887, "loss": 0.05887, "time": 0.23131} +{"mode": "train", "epoch": 135, "iter": 2300, "lr": 0.00061, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98938, "top5_acc": 0.99812, "loss_cls": 0.06913, "loss": 0.06913, "time": 0.23313} +{"mode": "val", "epoch": 135, "iter": 1184, "lr": 0.00061, "top1_acc": 0.95795, "top5_acc": 0.99519} +{"mode": "train", "epoch": 136, "iter": 100, "lr": 0.00061, "memory": 6499, "data_time": 0.16898, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.06911, "loss": 0.06911, "time": 0.3996} +{"mode": "train", "epoch": 136, "iter": 200, "lr": 0.0006, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98625, "top5_acc": 0.99875, "loss_cls": 0.06857, "loss": 0.06857, "time": 0.22994} +{"mode": "train", "epoch": 136, "iter": 300, "lr": 0.0006, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.05469, "loss": 0.05469, "time": 0.23017} +{"mode": "train", "epoch": 136, "iter": 400, "lr": 0.0006, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05144, "loss": 0.05144, "time": 0.22993} +{"mode": "train", "epoch": 136, "iter": 500, "lr": 0.00059, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98812, "top5_acc": 0.99875, "loss_cls": 0.05888, "loss": 0.05888, "time": 0.22981} +{"mode": "train", "epoch": 136, "iter": 600, "lr": 0.00059, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.05545, "loss": 0.05545, "time": 0.22994} +{"mode": "train", "epoch": 136, "iter": 700, "lr": 0.00059, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.05771, "loss": 0.05771, "time": 0.23057} +{"mode": "train", "epoch": 136, "iter": 800, "lr": 0.00058, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99312, "top5_acc": 0.9975, "loss_cls": 0.05203, "loss": 0.05203, "time": 0.23004} +{"mode": "train", "epoch": 136, "iter": 900, "lr": 0.00058, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9925, "top5_acc": 0.99875, "loss_cls": 0.04891, "loss": 0.04891, "time": 0.22977} +{"mode": "train", "epoch": 136, "iter": 1000, "lr": 0.00058, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.04032, "loss": 0.04032, "time": 0.22956} +{"mode": "train", "epoch": 136, "iter": 1100, "lr": 0.00057, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98875, "top5_acc": 0.99938, "loss_cls": 0.05979, "loss": 0.05979, "time": 0.22951} +{"mode": "train", "epoch": 136, "iter": 1200, "lr": 0.00057, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99, "top5_acc": 0.99625, "loss_cls": 0.06835, "loss": 0.06835, "time": 0.22946} +{"mode": "train", "epoch": 136, "iter": 1300, "lr": 0.00057, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9925, "top5_acc": 0.99875, "loss_cls": 0.05577, "loss": 0.05577, "time": 0.22941} +{"mode": "train", "epoch": 136, "iter": 1400, "lr": 0.00056, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.0395, "loss": 0.0395, "time": 0.22952} +{"mode": "train", "epoch": 136, "iter": 1500, "lr": 0.00056, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99, "top5_acc": 0.9975, "loss_cls": 0.07047, "loss": 0.07047, "time": 0.22981} +{"mode": "train", "epoch": 136, "iter": 1600, "lr": 0.00056, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99062, "top5_acc": 0.99562, "loss_cls": 0.06877, "loss": 0.06877, "time": 0.22998} +{"mode": "train", "epoch": 136, "iter": 1700, "lr": 0.00055, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98812, "top5_acc": 0.99812, "loss_cls": 0.07384, "loss": 0.07384, "time": 0.23018} +{"mode": "train", "epoch": 136, "iter": 1800, "lr": 0.00055, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.9875, "top5_acc": 0.99688, "loss_cls": 0.07211, "loss": 0.07211, "time": 0.22983} +{"mode": "train", "epoch": 136, "iter": 1900, "lr": 0.00055, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99062, "top5_acc": 0.99812, "loss_cls": 0.06516, "loss": 0.06516, "time": 0.23157} +{"mode": "train", "epoch": 136, "iter": 2000, "lr": 0.00054, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.05452, "loss": 0.05452, "time": 0.23214} +{"mode": "train", "epoch": 136, "iter": 2100, "lr": 0.00054, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9875, "top5_acc": 0.99875, "loss_cls": 0.07142, "loss": 0.07142, "time": 0.23183} +{"mode": "train", "epoch": 136, "iter": 2200, "lr": 0.00054, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.06801, "loss": 0.06801, "time": 0.23027} +{"mode": "train", "epoch": 136, "iter": 2300, "lr": 0.00054, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.06191, "loss": 0.06191, "time": 0.23121} +{"mode": "val", "epoch": 136, "iter": 1184, "lr": 0.00053, "top1_acc": 0.95774, "top5_acc": 0.99467} +{"mode": "train", "epoch": 137, "iter": 100, "lr": 0.00053, "memory": 6499, "data_time": 0.17002, "top1_acc": 0.9875, "top5_acc": 0.9975, "loss_cls": 0.07093, "loss": 0.07093, "time": 0.4001} +{"mode": "train", "epoch": 137, "iter": 200, "lr": 0.00053, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.0615, "loss": 0.0615, "time": 0.23116} +{"mode": "train", "epoch": 137, "iter": 300, "lr": 0.00052, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.04915, "loss": 0.04915, "time": 0.23097} +{"mode": "train", "epoch": 137, "iter": 400, "lr": 0.00052, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 0.99875, "loss_cls": 0.06278, "loss": 0.06278, "time": 0.23058} +{"mode": "train", "epoch": 137, "iter": 500, "lr": 0.00052, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99062, "top5_acc": 0.99812, "loss_cls": 0.05422, "loss": 0.05422, "time": 0.23054} +{"mode": "train", "epoch": 137, "iter": 600, "lr": 0.00051, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.04671, "loss": 0.04671, "time": 0.22996} +{"mode": "train", "epoch": 137, "iter": 700, "lr": 0.00051, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.0465, "loss": 0.0465, "time": 0.23022} +{"mode": "train", "epoch": 137, "iter": 800, "lr": 0.00051, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.05633, "loss": 0.05633, "time": 0.23095} +{"mode": "train", "epoch": 137, "iter": 900, "lr": 0.0005, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99375, "top5_acc": 0.99875, "loss_cls": 0.04709, "loss": 0.04709, "time": 0.23041} +{"mode": "train", "epoch": 137, "iter": 1000, "lr": 0.0005, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99, "top5_acc": 0.9975, "loss_cls": 0.05785, "loss": 0.05785, "time": 0.23178} +{"mode": "train", "epoch": 137, "iter": 1100, "lr": 0.0005, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9875, "top5_acc": 0.99688, "loss_cls": 0.06523, "loss": 0.06523, "time": 0.23065} +{"mode": "train", "epoch": 137, "iter": 1200, "lr": 0.0005, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.05062, "loss": 0.05062, "time": 0.23052} +{"mode": "train", "epoch": 137, "iter": 1300, "lr": 0.00049, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9925, "top5_acc": 0.99875, "loss_cls": 0.05214, "loss": 0.05214, "time": 0.23034} +{"mode": "train", "epoch": 137, "iter": 1400, "lr": 0.00049, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99375, "top5_acc": 0.99875, "loss_cls": 0.05308, "loss": 0.05308, "time": 0.23054} +{"mode": "train", "epoch": 137, "iter": 1500, "lr": 0.00049, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99375, "top5_acc": 0.99875, "loss_cls": 0.04756, "loss": 0.04756, "time": 0.23015} +{"mode": "train", "epoch": 137, "iter": 1600, "lr": 0.00048, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.05465, "loss": 0.05465, "time": 0.23013} +{"mode": "train", "epoch": 137, "iter": 1700, "lr": 0.00048, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9875, "top5_acc": 0.99812, "loss_cls": 0.06116, "loss": 0.06116, "time": 0.23008} +{"mode": "train", "epoch": 137, "iter": 1800, "lr": 0.00048, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9925, "top5_acc": 0.99875, "loss_cls": 0.04983, "loss": 0.04983, "time": 0.23018} +{"mode": "train", "epoch": 137, "iter": 1900, "lr": 0.00047, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.05627, "loss": 0.05627, "time": 0.22996} +{"mode": "train", "epoch": 137, "iter": 2000, "lr": 0.00047, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.05107, "loss": 0.05107, "time": 0.2308} +{"mode": "train", "epoch": 137, "iter": 2100, "lr": 0.00047, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99375, "top5_acc": 0.99875, "loss_cls": 0.04407, "loss": 0.04407, "time": 0.23101} +{"mode": "train", "epoch": 137, "iter": 2200, "lr": 0.00047, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99375, "top5_acc": 0.99875, "loss_cls": 0.05377, "loss": 0.05377, "time": 0.23035} +{"mode": "train", "epoch": 137, "iter": 2300, "lr": 0.00046, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.04985, "loss": 0.04985, "time": 0.23035} +{"mode": "val", "epoch": 137, "iter": 1184, "lr": 0.00046, "top1_acc": 0.95854, "top5_acc": 0.99546} +{"mode": "train", "epoch": 138, "iter": 100, "lr": 0.00046, "memory": 6499, "data_time": 0.16859, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.056, "loss": 0.056, "time": 0.39946} +{"mode": "train", "epoch": 138, "iter": 200, "lr": 0.00045, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99062, "top5_acc": 0.99875, "loss_cls": 0.05965, "loss": 0.05965, "time": 0.23107} +{"mode": "train", "epoch": 138, "iter": 300, "lr": 0.00045, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.04607, "loss": 0.04607, "time": 0.23022} +{"mode": "train", "epoch": 138, "iter": 400, "lr": 0.00045, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.05662, "loss": 0.05662, "time": 0.2312} +{"mode": "train", "epoch": 138, "iter": 500, "lr": 0.00045, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98875, "top5_acc": 0.99625, "loss_cls": 0.07398, "loss": 0.07398, "time": 0.23128} +{"mode": "train", "epoch": 138, "iter": 600, "lr": 0.00044, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.05023, "loss": 0.05023, "time": 0.23076} +{"mode": "train", "epoch": 138, "iter": 700, "lr": 0.00044, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.05117, "loss": 0.05117, "time": 0.23041} +{"mode": "train", "epoch": 138, "iter": 800, "lr": 0.00044, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99438, "top5_acc": 0.99875, "loss_cls": 0.04553, "loss": 0.04553, "time": 0.2302} +{"mode": "train", "epoch": 138, "iter": 900, "lr": 0.00043, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99062, "top5_acc": 0.99875, "loss_cls": 0.04777, "loss": 0.04777, "time": 0.23044} +{"mode": "train", "epoch": 138, "iter": 1000, "lr": 0.00043, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.04298, "loss": 0.04298, "time": 0.23044} +{"mode": "train", "epoch": 138, "iter": 1100, "lr": 0.00043, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 0.99812, "loss_cls": 0.06317, "loss": 0.06317, "time": 0.22999} +{"mode": "train", "epoch": 138, "iter": 1200, "lr": 0.00043, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.05353, "loss": 0.05353, "time": 0.22978} +{"mode": "train", "epoch": 138, "iter": 1300, "lr": 0.00042, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99, "top5_acc": 0.99938, "loss_cls": 0.0519, "loss": 0.0519, "time": 0.22974} +{"mode": "train", "epoch": 138, "iter": 1400, "lr": 0.00042, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99188, "top5_acc": 0.99812, "loss_cls": 0.06075, "loss": 0.06075, "time": 0.23019} +{"mode": "train", "epoch": 138, "iter": 1500, "lr": 0.00042, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 0.99875, "loss_cls": 0.05746, "loss": 0.05746, "time": 0.22996} +{"mode": "train", "epoch": 138, "iter": 1600, "lr": 0.00041, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.06529, "loss": 0.06529, "time": 0.22966} +{"mode": "train", "epoch": 138, "iter": 1700, "lr": 0.00041, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.05255, "loss": 0.05255, "time": 0.22944} +{"mode": "train", "epoch": 138, "iter": 1800, "lr": 0.00041, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98875, "top5_acc": 0.9975, "loss_cls": 0.06838, "loss": 0.06838, "time": 0.22966} +{"mode": "train", "epoch": 138, "iter": 1900, "lr": 0.00041, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98875, "top5_acc": 0.99812, "loss_cls": 0.06181, "loss": 0.06181, "time": 0.23067} +{"mode": "train", "epoch": 138, "iter": 2000, "lr": 0.0004, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.05807, "loss": 0.05807, "time": 0.2305} +{"mode": "train", "epoch": 138, "iter": 2100, "lr": 0.0004, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.99062, "top5_acc": 0.99875, "loss_cls": 0.05678, "loss": 0.05678, "time": 0.23014} +{"mode": "train", "epoch": 138, "iter": 2200, "lr": 0.0004, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.04364, "loss": 0.04364, "time": 0.23159} +{"mode": "train", "epoch": 138, "iter": 2300, "lr": 0.00039, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.0508, "loss": 0.0508, "time": 0.23109} +{"mode": "val", "epoch": 138, "iter": 1184, "lr": 0.00039, "top1_acc": 0.95885, "top5_acc": 0.99546} +{"mode": "train", "epoch": 139, "iter": 100, "lr": 0.00039, "memory": 6499, "data_time": 0.17062, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.0531, "loss": 0.0531, "time": 0.40261} +{"mode": "train", "epoch": 139, "iter": 200, "lr": 0.00039, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99062, "top5_acc": 0.99875, "loss_cls": 0.0529, "loss": 0.0529, "time": 0.23153} +{"mode": "train", "epoch": 139, "iter": 300, "lr": 0.00038, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9925, "top5_acc": 0.99812, "loss_cls": 0.05381, "loss": 0.05381, "time": 0.23109} +{"mode": "train", "epoch": 139, "iter": 400, "lr": 0.00038, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98812, "top5_acc": 0.99562, "loss_cls": 0.07109, "loss": 0.07109, "time": 0.23113} +{"mode": "train", "epoch": 139, "iter": 500, "lr": 0.00038, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99375, "top5_acc": 0.9975, "loss_cls": 0.05188, "loss": 0.05188, "time": 0.23095} +{"mode": "train", "epoch": 139, "iter": 600, "lr": 0.00038, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99625, "top5_acc": 0.99812, "loss_cls": 0.04319, "loss": 0.04319, "time": 0.23165} +{"mode": "train", "epoch": 139, "iter": 700, "lr": 0.00037, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.05056, "loss": 0.05056, "time": 0.23318} +{"mode": "train", "epoch": 139, "iter": 800, "lr": 0.00037, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99375, "top5_acc": 0.99875, "loss_cls": 0.03871, "loss": 0.03871, "time": 0.23364} +{"mode": "train", "epoch": 139, "iter": 900, "lr": 0.00037, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.04397, "loss": 0.04397, "time": 0.23174} +{"mode": "train", "epoch": 139, "iter": 1000, "lr": 0.00037, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.05631, "loss": 0.05631, "time": 0.23213} +{"mode": "train", "epoch": 139, "iter": 1100, "lr": 0.00036, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99125, "top5_acc": 0.99812, "loss_cls": 0.0557, "loss": 0.0557, "time": 0.23112} +{"mode": "train", "epoch": 139, "iter": 1200, "lr": 0.00036, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.04887, "loss": 0.04887, "time": 0.23204} +{"mode": "train", "epoch": 139, "iter": 1300, "lr": 0.00036, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.04549, "loss": 0.04549, "time": 0.23112} +{"mode": "train", "epoch": 139, "iter": 1400, "lr": 0.00035, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99438, "top5_acc": 0.99812, "loss_cls": 0.0477, "loss": 0.0477, "time": 0.23086} +{"mode": "train", "epoch": 139, "iter": 1500, "lr": 0.00035, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.98625, "top5_acc": 0.99938, "loss_cls": 0.06976, "loss": 0.06976, "time": 0.23073} +{"mode": "train", "epoch": 139, "iter": 1600, "lr": 0.00035, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99375, "top5_acc": 0.9975, "loss_cls": 0.05842, "loss": 0.05842, "time": 0.23074} +{"mode": "train", "epoch": 139, "iter": 1700, "lr": 0.00035, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9925, "top5_acc": 0.99875, "loss_cls": 0.05444, "loss": 0.05444, "time": 0.23038} +{"mode": "train", "epoch": 139, "iter": 1800, "lr": 0.00034, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.05556, "loss": 0.05556, "time": 0.23083} +{"mode": "train", "epoch": 139, "iter": 1900, "lr": 0.00034, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.99375, "top5_acc": 0.99875, "loss_cls": 0.05465, "loss": 0.05465, "time": 0.23053} +{"mode": "train", "epoch": 139, "iter": 2000, "lr": 0.00034, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.04684, "loss": 0.04684, "time": 0.23066} +{"mode": "train", "epoch": 139, "iter": 2100, "lr": 0.00034, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.04355, "loss": 0.04355, "time": 0.23054} +{"mode": "train", "epoch": 139, "iter": 2200, "lr": 0.00033, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9925, "top5_acc": 0.99812, "loss_cls": 0.05, "loss": 0.05, "time": 0.23031} +{"mode": "train", "epoch": 139, "iter": 2300, "lr": 0.00033, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98938, "top5_acc": 0.99625, "loss_cls": 0.06818, "loss": 0.06818, "time": 0.23061} +{"mode": "val", "epoch": 139, "iter": 1184, "lr": 0.00033, "top1_acc": 0.95928, "top5_acc": 0.99535} +{"mode": "train", "epoch": 140, "iter": 100, "lr": 0.00033, "memory": 6499, "data_time": 0.16828, "top1_acc": 0.99188, "top5_acc": 0.99812, "loss_cls": 0.05152, "loss": 0.05152, "time": 0.39971} +{"mode": "train", "epoch": 140, "iter": 200, "lr": 0.00033, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.05046, "loss": 0.05046, "time": 0.2307} +{"mode": "train", "epoch": 140, "iter": 300, "lr": 0.00032, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.05847, "loss": 0.05847, "time": 0.23163} +{"mode": "train", "epoch": 140, "iter": 400, "lr": 0.00032, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.04911, "loss": 0.04911, "time": 0.23081} +{"mode": "train", "epoch": 140, "iter": 500, "lr": 0.00032, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.04864, "loss": 0.04864, "time": 0.23} +{"mode": "train", "epoch": 140, "iter": 600, "lr": 0.00032, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99062, "top5_acc": 0.99875, "loss_cls": 0.06057, "loss": 0.06057, "time": 0.22997} +{"mode": "train", "epoch": 140, "iter": 700, "lr": 0.00031, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.05226, "loss": 0.05226, "time": 0.23006} +{"mode": "train", "epoch": 140, "iter": 800, "lr": 0.00031, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.98812, "top5_acc": 0.9975, "loss_cls": 0.06072, "loss": 0.06072, "time": 0.23012} +{"mode": "train", "epoch": 140, "iter": 900, "lr": 0.00031, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.0456, "loss": 0.0456, "time": 0.22972} +{"mode": "train", "epoch": 140, "iter": 1000, "lr": 0.00031, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.99438, "top5_acc": 0.99875, "loss_cls": 0.04854, "loss": 0.04854, "time": 0.22957} +{"mode": "train", "epoch": 140, "iter": 1100, "lr": 0.0003, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.04164, "loss": 0.04164, "time": 0.23017} +{"mode": "train", "epoch": 140, "iter": 1200, "lr": 0.0003, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99188, "top5_acc": 0.99875, "loss_cls": 0.04825, "loss": 0.04825, "time": 0.22991} +{"mode": "train", "epoch": 140, "iter": 1300, "lr": 0.0003, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.04345, "loss": 0.04345, "time": 0.23005} +{"mode": "train", "epoch": 140, "iter": 1400, "lr": 0.0003, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.04469, "loss": 0.04469, "time": 0.23007} +{"mode": "train", "epoch": 140, "iter": 1500, "lr": 0.00029, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.05399, "loss": 0.05399, "time": 0.23081} +{"mode": "train", "epoch": 140, "iter": 1600, "lr": 0.00029, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99312, "top5_acc": 0.99812, "loss_cls": 0.05014, "loss": 0.05014, "time": 0.231} +{"mode": "train", "epoch": 140, "iter": 1700, "lr": 0.00029, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99188, "top5_acc": 0.9975, "loss_cls": 0.05255, "loss": 0.05255, "time": 0.23081} +{"mode": "train", "epoch": 140, "iter": 1800, "lr": 0.00029, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99062, "top5_acc": 0.99688, "loss_cls": 0.05711, "loss": 0.05711, "time": 0.22966} +{"mode": "train", "epoch": 140, "iter": 1900, "lr": 0.00028, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99, "top5_acc": 0.99938, "loss_cls": 0.05725, "loss": 0.05725, "time": 0.22962} +{"mode": "train", "epoch": 140, "iter": 2000, "lr": 0.00028, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.05087, "loss": 0.05087, "time": 0.22949} +{"mode": "train", "epoch": 140, "iter": 2100, "lr": 0.00028, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.98875, "top5_acc": 0.99938, "loss_cls": 0.05208, "loss": 0.05208, "time": 0.22969} +{"mode": "train", "epoch": 140, "iter": 2200, "lr": 0.00028, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98812, "top5_acc": 0.99812, "loss_cls": 0.06458, "loss": 0.06458, "time": 0.2308} +{"mode": "train", "epoch": 140, "iter": 2300, "lr": 0.00027, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9925, "top5_acc": 0.99875, "loss_cls": 0.05051, "loss": 0.05051, "time": 0.22918} +{"mode": "val", "epoch": 140, "iter": 1184, "lr": 0.00027, "top1_acc": 0.95991, "top5_acc": 0.99546} +{"mode": "train", "epoch": 141, "iter": 100, "lr": 0.00027, "memory": 6499, "data_time": 0.16579, "top1_acc": 0.99375, "top5_acc": 0.99875, "loss_cls": 0.04843, "loss": 0.04843, "time": 0.39592} +{"mode": "train", "epoch": 141, "iter": 200, "lr": 0.00027, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.03599, "loss": 0.03599, "time": 0.23187} +{"mode": "train", "epoch": 141, "iter": 300, "lr": 0.00027, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.98938, "top5_acc": 0.99875, "loss_cls": 0.05739, "loss": 0.05739, "time": 0.23258} +{"mode": "train", "epoch": 141, "iter": 400, "lr": 0.00026, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.04655, "loss": 0.04655, "time": 0.23177} +{"mode": "train", "epoch": 141, "iter": 500, "lr": 0.00026, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.05626, "loss": 0.05626, "time": 0.23111} +{"mode": "train", "epoch": 141, "iter": 600, "lr": 0.00026, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.0434, "loss": 0.0434, "time": 0.23051} +{"mode": "train", "epoch": 141, "iter": 700, "lr": 0.00026, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.9925, "top5_acc": 0.99812, "loss_cls": 0.05109, "loss": 0.05109, "time": 0.23078} +{"mode": "train", "epoch": 141, "iter": 800, "lr": 0.00025, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.04502, "loss": 0.04502, "time": 0.23104} +{"mode": "train", "epoch": 141, "iter": 900, "lr": 0.00025, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.04912, "loss": 0.04912, "time": 0.23062} +{"mode": "train", "epoch": 141, "iter": 1000, "lr": 0.00025, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.03858, "loss": 0.03858, "time": 0.23058} +{"mode": "train", "epoch": 141, "iter": 1100, "lr": 0.00025, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.98875, "top5_acc": 0.9975, "loss_cls": 0.06657, "loss": 0.06657, "time": 0.23095} +{"mode": "train", "epoch": 141, "iter": 1200, "lr": 0.00025, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03902, "loss": 0.03902, "time": 0.22966} +{"mode": "train", "epoch": 141, "iter": 1300, "lr": 0.00024, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.04877, "loss": 0.04877, "time": 0.23039} +{"mode": "train", "epoch": 141, "iter": 1400, "lr": 0.00024, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.05192, "loss": 0.05192, "time": 0.22974} +{"mode": "train", "epoch": 141, "iter": 1500, "lr": 0.00024, "memory": 6499, "data_time": 0.00012, "top1_acc": 0.99562, "top5_acc": 0.99938, "loss_cls": 0.04254, "loss": 0.04254, "time": 0.22963} +{"mode": "train", "epoch": 141, "iter": 1600, "lr": 0.00024, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.98875, "top5_acc": 0.9975, "loss_cls": 0.05749, "loss": 0.05749, "time": 0.23} +{"mode": "train", "epoch": 141, "iter": 1700, "lr": 0.00024, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99, "top5_acc": 0.99938, "loss_cls": 0.05066, "loss": 0.05066, "time": 0.23047} +{"mode": "train", "epoch": 141, "iter": 1800, "lr": 0.00023, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99, "top5_acc": 0.99812, "loss_cls": 0.05659, "loss": 0.05659, "time": 0.23001} +{"mode": "train", "epoch": 141, "iter": 1900, "lr": 0.00023, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.04512, "loss": 0.04512, "time": 0.22962} +{"mode": "train", "epoch": 141, "iter": 2000, "lr": 0.00023, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9925, "top5_acc": 0.99875, "loss_cls": 0.04947, "loss": 0.04947, "time": 0.2299} +{"mode": "train", "epoch": 141, "iter": 2100, "lr": 0.00023, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.0464, "loss": 0.0464, "time": 0.23094} +{"mode": "train", "epoch": 141, "iter": 2200, "lr": 0.00022, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.05008, "loss": 0.05008, "time": 0.2305} +{"mode": "train", "epoch": 141, "iter": 2300, "lr": 0.00022, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99625, "top5_acc": 0.99938, "loss_cls": 0.03988, "loss": 0.03988, "time": 0.23004} +{"mode": "val", "epoch": 141, "iter": 1184, "lr": 0.00022, "top1_acc": 0.96112, "top5_acc": 0.99472} +{"mode": "train", "epoch": 142, "iter": 100, "lr": 0.00022, "memory": 6499, "data_time": 0.17029, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.04769, "loss": 0.04769, "time": 0.40099} +{"mode": "train", "epoch": 142, "iter": 200, "lr": 0.00022, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.04534, "loss": 0.04534, "time": 0.23096} +{"mode": "train", "epoch": 142, "iter": 300, "lr": 0.00022, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.0464, "loss": 0.0464, "time": 0.23114} +{"mode": "train", "epoch": 142, "iter": 400, "lr": 0.00021, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.04292, "loss": 0.04292, "time": 0.23202} +{"mode": "train", "epoch": 142, "iter": 500, "lr": 0.00021, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99375, "top5_acc": 0.99812, "loss_cls": 0.04958, "loss": 0.04958, "time": 0.23161} +{"mode": "train", "epoch": 142, "iter": 600, "lr": 0.00021, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99625, "top5_acc": 0.99938, "loss_cls": 0.0413, "loss": 0.0413, "time": 0.23095} +{"mode": "train", "epoch": 142, "iter": 700, "lr": 0.00021, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.03874, "loss": 0.03874, "time": 0.23014} +{"mode": "train", "epoch": 142, "iter": 800, "lr": 0.00021, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.04311, "loss": 0.04311, "time": 0.23033} +{"mode": "train", "epoch": 142, "iter": 900, "lr": 0.0002, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.05632, "loss": 0.05632, "time": 0.23116} +{"mode": "train", "epoch": 142, "iter": 1000, "lr": 0.0002, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.04917, "loss": 0.04917, "time": 0.23277} +{"mode": "train", "epoch": 142, "iter": 1100, "lr": 0.0002, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.04141, "loss": 0.04141, "time": 0.23148} +{"mode": "train", "epoch": 142, "iter": 1200, "lr": 0.0002, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99438, "top5_acc": 0.99875, "loss_cls": 0.04242, "loss": 0.04242, "time": 0.23098} +{"mode": "train", "epoch": 142, "iter": 1300, "lr": 0.0002, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.04762, "loss": 0.04762, "time": 0.22987} +{"mode": "train", "epoch": 142, "iter": 1400, "lr": 0.00019, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.05254, "loss": 0.05254, "time": 0.22994} +{"mode": "train", "epoch": 142, "iter": 1500, "lr": 0.00019, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99188, "top5_acc": 0.99875, "loss_cls": 0.04513, "loss": 0.04513, "time": 0.23052} +{"mode": "train", "epoch": 142, "iter": 1600, "lr": 0.00019, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9925, "top5_acc": 0.9975, "loss_cls": 0.05566, "loss": 0.05566, "time": 0.23101} +{"mode": "train", "epoch": 142, "iter": 1700, "lr": 0.00019, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.04805, "loss": 0.04805, "time": 0.23036} +{"mode": "train", "epoch": 142, "iter": 1800, "lr": 0.00019, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 0.99875, "loss_cls": 0.03956, "loss": 0.03956, "time": 0.23093} +{"mode": "train", "epoch": 142, "iter": 1900, "lr": 0.00018, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.05165, "loss": 0.05165, "time": 0.23109} +{"mode": "train", "epoch": 142, "iter": 2000, "lr": 0.00018, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99, "top5_acc": 0.99938, "loss_cls": 0.06144, "loss": 0.06144, "time": 0.231} +{"mode": "train", "epoch": 142, "iter": 2100, "lr": 0.00018, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.04681, "loss": 0.04681, "time": 0.23018} +{"mode": "train", "epoch": 142, "iter": 2200, "lr": 0.00018, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99062, "top5_acc": 0.99875, "loss_cls": 0.05569, "loss": 0.05569, "time": 0.23073} +{"mode": "train", "epoch": 142, "iter": 2300, "lr": 0.00018, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99312, "top5_acc": 0.99812, "loss_cls": 0.048, "loss": 0.048, "time": 0.23016} +{"mode": "val", "epoch": 142, "iter": 1184, "lr": 0.00018, "top1_acc": 0.96007, "top5_acc": 0.99514} +{"mode": "train", "epoch": 143, "iter": 100, "lr": 0.00017, "memory": 6499, "data_time": 0.16837, "top1_acc": 0.9925, "top5_acc": 0.9975, "loss_cls": 0.05443, "loss": 0.05443, "time": 0.40173} +{"mode": "train", "epoch": 143, "iter": 200, "lr": 0.00017, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.995, "top5_acc": 0.9975, "loss_cls": 0.04757, "loss": 0.04757, "time": 0.23176} +{"mode": "train", "epoch": 143, "iter": 300, "lr": 0.00017, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.04067, "loss": 0.04067, "time": 0.23085} +{"mode": "train", "epoch": 143, "iter": 400, "lr": 0.00017, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99312, "top5_acc": 0.9975, "loss_cls": 0.05295, "loss": 0.05295, "time": 0.23063} +{"mode": "train", "epoch": 143, "iter": 500, "lr": 0.00017, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99562, "top5_acc": 0.99938, "loss_cls": 0.0385, "loss": 0.0385, "time": 0.23057} +{"mode": "train", "epoch": 143, "iter": 600, "lr": 0.00016, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99125, "top5_acc": 0.99812, "loss_cls": 0.05007, "loss": 0.05007, "time": 0.23038} +{"mode": "train", "epoch": 143, "iter": 700, "lr": 0.00016, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.04492, "loss": 0.04492, "time": 0.2315} +{"mode": "train", "epoch": 143, "iter": 800, "lr": 0.00016, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99562, "top5_acc": 0.99875, "loss_cls": 0.04187, "loss": 0.04187, "time": 0.23082} +{"mode": "train", "epoch": 143, "iter": 900, "lr": 0.00016, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 0.99812, "loss_cls": 0.06002, "loss": 0.06002, "time": 0.23021} +{"mode": "train", "epoch": 143, "iter": 1000, "lr": 0.00016, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.04256, "loss": 0.04256, "time": 0.22972} +{"mode": "train", "epoch": 143, "iter": 1100, "lr": 0.00016, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99062, "top5_acc": 0.99875, "loss_cls": 0.05037, "loss": 0.05037, "time": 0.22972} +{"mode": "train", "epoch": 143, "iter": 1200, "lr": 0.00015, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.04592, "loss": 0.04592, "time": 0.2306} +{"mode": "train", "epoch": 143, "iter": 1300, "lr": 0.00015, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99438, "top5_acc": 0.99875, "loss_cls": 0.04696, "loss": 0.04696, "time": 0.23254} +{"mode": "train", "epoch": 143, "iter": 1400, "lr": 0.00015, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.0515, "loss": 0.0515, "time": 0.23273} +{"mode": "train", "epoch": 143, "iter": 1500, "lr": 0.00015, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.03934, "loss": 0.03934, "time": 0.23147} +{"mode": "train", "epoch": 143, "iter": 1600, "lr": 0.00015, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.04772, "loss": 0.04772, "time": 0.23073} +{"mode": "train", "epoch": 143, "iter": 1700, "lr": 0.00014, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99438, "top5_acc": 0.99875, "loss_cls": 0.03978, "loss": 0.03978, "time": 0.2318} +{"mode": "train", "epoch": 143, "iter": 1800, "lr": 0.00014, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9875, "top5_acc": 0.9975, "loss_cls": 0.05806, "loss": 0.05806, "time": 0.23254} +{"mode": "train", "epoch": 143, "iter": 1900, "lr": 0.00014, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.05049, "loss": 0.05049, "time": 0.23184} +{"mode": "train", "epoch": 143, "iter": 2000, "lr": 0.00014, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.05566, "loss": 0.05566, "time": 0.23305} +{"mode": "train", "epoch": 143, "iter": 2100, "lr": 0.00014, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.04568, "loss": 0.04568, "time": 0.23248} +{"mode": "train", "epoch": 143, "iter": 2200, "lr": 0.00014, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99562, "top5_acc": 0.99875, "loss_cls": 0.03986, "loss": 0.03986, "time": 0.231} +{"mode": "train", "epoch": 143, "iter": 2300, "lr": 0.00013, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05187, "loss": 0.05187, "time": 0.2302} +{"mode": "val", "epoch": 143, "iter": 1184, "lr": 0.00013, "top1_acc": 0.96049, "top5_acc": 0.9953} +{"mode": "train", "epoch": 144, "iter": 100, "lr": 0.00013, "memory": 6499, "data_time": 0.16804, "top1_acc": 0.995, "top5_acc": 0.99875, "loss_cls": 0.04143, "loss": 0.04143, "time": 0.39826} +{"mode": "train", "epoch": 144, "iter": 200, "lr": 0.00013, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 0.99938, "loss_cls": 0.03728, "loss": 0.03728, "time": 0.23117} +{"mode": "train", "epoch": 144, "iter": 300, "lr": 0.00013, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99438, "top5_acc": 0.99875, "loss_cls": 0.04855, "loss": 0.04855, "time": 0.23091} +{"mode": "train", "epoch": 144, "iter": 400, "lr": 0.00013, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.03884, "loss": 0.03884, "time": 0.231} +{"mode": "train", "epoch": 144, "iter": 500, "lr": 0.00013, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99188, "top5_acc": 0.99875, "loss_cls": 0.04692, "loss": 0.04692, "time": 0.23093} +{"mode": "train", "epoch": 144, "iter": 600, "lr": 0.00012, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99062, "top5_acc": 0.99812, "loss_cls": 0.05358, "loss": 0.05358, "time": 0.23115} +{"mode": "train", "epoch": 144, "iter": 700, "lr": 0.00012, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99062, "top5_acc": 0.99812, "loss_cls": 0.05329, "loss": 0.05329, "time": 0.23108} +{"mode": "train", "epoch": 144, "iter": 800, "lr": 0.00012, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.04483, "loss": 0.04483, "time": 0.23066} +{"mode": "train", "epoch": 144, "iter": 900, "lr": 0.00012, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9925, "top5_acc": 0.99812, "loss_cls": 0.04564, "loss": 0.04564, "time": 0.23117} +{"mode": "train", "epoch": 144, "iter": 1000, "lr": 0.00012, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.98938, "top5_acc": 0.99875, "loss_cls": 0.05199, "loss": 0.05199, "time": 0.23079} +{"mode": "train", "epoch": 144, "iter": 1100, "lr": 0.00012, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99312, "top5_acc": 0.99812, "loss_cls": 0.05127, "loss": 0.05127, "time": 0.23063} +{"mode": "train", "epoch": 144, "iter": 1200, "lr": 0.00012, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.04905, "loss": 0.04905, "time": 0.2306} +{"mode": "train", "epoch": 144, "iter": 1300, "lr": 0.00011, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99188, "top5_acc": 0.99875, "loss_cls": 0.04622, "loss": 0.04622, "time": 0.23224} +{"mode": "train", "epoch": 144, "iter": 1400, "lr": 0.00011, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9925, "top5_acc": 0.99812, "loss_cls": 0.04512, "loss": 0.04512, "time": 0.23269} +{"mode": "train", "epoch": 144, "iter": 1500, "lr": 0.00011, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.9925, "top5_acc": 0.99812, "loss_cls": 0.05289, "loss": 0.05289, "time": 0.23156} +{"mode": "train", "epoch": 144, "iter": 1600, "lr": 0.00011, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.04276, "loss": 0.04276, "time": 0.23141} +{"mode": "train", "epoch": 144, "iter": 1700, "lr": 0.00011, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.04354, "loss": 0.04354, "time": 0.23123} +{"mode": "train", "epoch": 144, "iter": 1800, "lr": 0.00011, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99438, "top5_acc": 0.99875, "loss_cls": 0.04592, "loss": 0.04592, "time": 0.23167} +{"mode": "train", "epoch": 144, "iter": 1900, "lr": 0.0001, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.02884, "loss": 0.02884, "time": 0.23146} +{"mode": "train", "epoch": 144, "iter": 2000, "lr": 0.0001, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9925, "top5_acc": 0.99812, "loss_cls": 0.04639, "loss": 0.04639, "time": 0.23161} +{"mode": "train", "epoch": 144, "iter": 2100, "lr": 0.0001, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.03972, "loss": 0.03972, "time": 0.23243} +{"mode": "train", "epoch": 144, "iter": 2200, "lr": 0.0001, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.05482, "loss": 0.05482, "time": 0.23163} +{"mode": "train", "epoch": 144, "iter": 2300, "lr": 0.0001, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 0.99938, "loss_cls": 0.03746, "loss": 0.03746, "time": 0.23175} +{"mode": "val", "epoch": 144, "iter": 1184, "lr": 0.0001, "top1_acc": 0.96139, "top5_acc": 0.9954} +{"mode": "train", "epoch": 145, "iter": 100, "lr": 0.0001, "memory": 6499, "data_time": 0.17201, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.03837, "loss": 0.03837, "time": 0.40375} +{"mode": "train", "epoch": 145, "iter": 200, "lr": 0.0001, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9925, "top5_acc": 0.9975, "loss_cls": 0.05327, "loss": 0.05327, "time": 0.23068} +{"mode": "train", "epoch": 145, "iter": 300, "lr": 9e-05, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.0471, "loss": 0.0471, "time": 0.23139} +{"mode": "train", "epoch": 145, "iter": 400, "lr": 9e-05, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99438, "top5_acc": 0.99875, "loss_cls": 0.04203, "loss": 0.04203, "time": 0.23095} +{"mode": "train", "epoch": 145, "iter": 500, "lr": 9e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.04472, "loss": 0.04472, "time": 0.23222} +{"mode": "train", "epoch": 145, "iter": 600, "lr": 9e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.04617, "loss": 0.04617, "time": 0.23244} +{"mode": "train", "epoch": 145, "iter": 700, "lr": 9e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99438, "top5_acc": 0.99812, "loss_cls": 0.03909, "loss": 0.03909, "time": 0.23253} +{"mode": "train", "epoch": 145, "iter": 800, "lr": 9e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.03697, "loss": 0.03697, "time": 0.2331} +{"mode": "train", "epoch": 145, "iter": 900, "lr": 9e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99375, "top5_acc": 0.9975, "loss_cls": 0.04783, "loss": 0.04783, "time": 0.23305} +{"mode": "train", "epoch": 145, "iter": 1000, "lr": 9e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04166, "loss": 0.04166, "time": 0.23267} +{"mode": "train", "epoch": 145, "iter": 1100, "lr": 8e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.995, "top5_acc": 0.99875, "loss_cls": 0.0437, "loss": 0.0437, "time": 0.23162} +{"mode": "train", "epoch": 145, "iter": 1200, "lr": 8e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9975, "top5_acc": 0.99938, "loss_cls": 0.03534, "loss": 0.03534, "time": 0.2318} +{"mode": "train", "epoch": 145, "iter": 1300, "lr": 8e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99438, "top5_acc": 0.99812, "loss_cls": 0.04512, "loss": 0.04512, "time": 0.23195} +{"mode": "train", "epoch": 145, "iter": 1400, "lr": 8e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.04977, "loss": 0.04977, "time": 0.23155} +{"mode": "train", "epoch": 145, "iter": 1500, "lr": 8e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99062, "top5_acc": 0.99812, "loss_cls": 0.05235, "loss": 0.05235, "time": 0.23194} +{"mode": "train", "epoch": 145, "iter": 1600, "lr": 8e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.04483, "loss": 0.04483, "time": 0.23153} +{"mode": "train", "epoch": 145, "iter": 1700, "lr": 8e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.04016, "loss": 0.04016, "time": 0.23111} +{"mode": "train", "epoch": 145, "iter": 1800, "lr": 8e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.04754, "loss": 0.04754, "time": 0.23113} +{"mode": "train", "epoch": 145, "iter": 1900, "lr": 7e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04329, "loss": 0.04329, "time": 0.23087} +{"mode": "train", "epoch": 145, "iter": 2000, "lr": 7e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.04619, "loss": 0.04619, "time": 0.23091} +{"mode": "train", "epoch": 145, "iter": 2100, "lr": 7e-05, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99312, "top5_acc": 0.99812, "loss_cls": 0.04705, "loss": 0.04705, "time": 0.23124} +{"mode": "train", "epoch": 145, "iter": 2200, "lr": 7e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.04324, "loss": 0.04324, "time": 0.23235} +{"mode": "train", "epoch": 145, "iter": 2300, "lr": 7e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.03928, "loss": 0.03928, "time": 0.23095} +{"mode": "val", "epoch": 145, "iter": 1184, "lr": 7e-05, "top1_acc": 0.96218, "top5_acc": 0.9954} +{"mode": "train", "epoch": 146, "iter": 100, "lr": 7e-05, "memory": 6499, "data_time": 0.16843, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.03592, "loss": 0.03592, "time": 0.39937} +{"mode": "train", "epoch": 146, "iter": 200, "lr": 7e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99125, "top5_acc": 0.99812, "loss_cls": 0.05381, "loss": 0.05381, "time": 0.23051} +{"mode": "train", "epoch": 146, "iter": 300, "lr": 7e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.04495, "loss": 0.04495, "time": 0.23143} +{"mode": "train", "epoch": 146, "iter": 400, "lr": 6e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.04618, "loss": 0.04618, "time": 0.23176} +{"mode": "train", "epoch": 146, "iter": 500, "lr": 6e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.03856, "loss": 0.03856, "time": 0.23088} +{"mode": "train", "epoch": 146, "iter": 600, "lr": 6e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.04305, "loss": 0.04305, "time": 0.23074} +{"mode": "train", "epoch": 146, "iter": 700, "lr": 6e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03482, "loss": 0.03482, "time": 0.23053} +{"mode": "train", "epoch": 146, "iter": 800, "lr": 6e-05, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.995, "top5_acc": 0.99812, "loss_cls": 0.04525, "loss": 0.04525, "time": 0.2303} +{"mode": "train", "epoch": 146, "iter": 900, "lr": 6e-05, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.04344, "loss": 0.04344, "time": 0.23009} +{"mode": "train", "epoch": 146, "iter": 1000, "lr": 6e-05, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99562, "top5_acc": 0.99875, "loss_cls": 0.04288, "loss": 0.04288, "time": 0.23019} +{"mode": "train", "epoch": 146, "iter": 1100, "lr": 6e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99562, "top5_acc": 0.99875, "loss_cls": 0.03248, "loss": 0.03248, "time": 0.22975} +{"mode": "train", "epoch": 146, "iter": 1200, "lr": 6e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.98938, "top5_acc": 0.99688, "loss_cls": 0.05737, "loss": 0.05737, "time": 0.23219} +{"mode": "train", "epoch": 146, "iter": 1300, "lr": 5e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03762, "loss": 0.03762, "time": 0.23122} +{"mode": "train", "epoch": 146, "iter": 1400, "lr": 5e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99375, "top5_acc": 0.99812, "loss_cls": 0.04283, "loss": 0.04283, "time": 0.23139} +{"mode": "train", "epoch": 146, "iter": 1500, "lr": 5e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99062, "top5_acc": 0.99875, "loss_cls": 0.05024, "loss": 0.05024, "time": 0.23206} +{"mode": "train", "epoch": 146, "iter": 1600, "lr": 5e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 0.99875, "loss_cls": 0.06263, "loss": 0.06263, "time": 0.23065} +{"mode": "train", "epoch": 146, "iter": 1700, "lr": 5e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03579, "loss": 0.03579, "time": 0.23203} +{"mode": "train", "epoch": 146, "iter": 1800, "lr": 5e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99688, "top5_acc": 0.99938, "loss_cls": 0.03815, "loss": 0.03815, "time": 0.23163} +{"mode": "train", "epoch": 146, "iter": 1900, "lr": 5e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.04768, "loss": 0.04768, "time": 0.23198} +{"mode": "train", "epoch": 146, "iter": 2000, "lr": 5e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99, "top5_acc": 0.9975, "loss_cls": 0.06149, "loss": 0.06149, "time": 0.23117} +{"mode": "train", "epoch": 146, "iter": 2100, "lr": 5e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03671, "loss": 0.03671, "time": 0.23064} +{"mode": "train", "epoch": 146, "iter": 2200, "lr": 5e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.04447, "loss": 0.04447, "time": 0.23041} +{"mode": "train", "epoch": 146, "iter": 2300, "lr": 4e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.04921, "loss": 0.04921, "time": 0.23098} +{"mode": "val", "epoch": 146, "iter": 1184, "lr": 4e-05, "top1_acc": 0.96239, "top5_acc": 0.99535} +{"mode": "train", "epoch": 147, "iter": 100, "lr": 4e-05, "memory": 6499, "data_time": 0.17079, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.04843, "loss": 0.04843, "time": 0.5725} +{"mode": "train", "epoch": 147, "iter": 200, "lr": 4e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9925, "top5_acc": 0.99875, "loss_cls": 0.04707, "loss": 0.04707, "time": 0.40047} +{"mode": "train", "epoch": 147, "iter": 300, "lr": 4e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99312, "top5_acc": 0.99812, "loss_cls": 0.05235, "loss": 0.05235, "time": 0.40025} +{"mode": "train", "epoch": 147, "iter": 400, "lr": 4e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99562, "top5_acc": 0.99938, "loss_cls": 0.04484, "loss": 0.04484, "time": 0.39996} +{"mode": "train", "epoch": 147, "iter": 500, "lr": 4e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.0429, "loss": 0.0429, "time": 0.40083} +{"mode": "train", "epoch": 147, "iter": 600, "lr": 4e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.03582, "loss": 0.03582, "time": 0.40058} +{"mode": "train", "epoch": 147, "iter": 700, "lr": 4e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99812, "loss_cls": 0.0389, "loss": 0.0389, "time": 0.39979} +{"mode": "train", "epoch": 147, "iter": 800, "lr": 4e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.03976, "loss": 0.03976, "time": 0.39912} +{"mode": "train", "epoch": 147, "iter": 900, "lr": 4e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03448, "loss": 0.03448, "time": 0.39882} +{"mode": "train", "epoch": 147, "iter": 1000, "lr": 4e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.03957, "loss": 0.03957, "time": 0.39894} +{"mode": "train", "epoch": 147, "iter": 1100, "lr": 3e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.04547, "loss": 0.04547, "time": 0.39874} +{"mode": "train", "epoch": 147, "iter": 1200, "lr": 3e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99312, "top5_acc": 0.99812, "loss_cls": 0.0465, "loss": 0.0465, "time": 0.39921} +{"mode": "train", "epoch": 147, "iter": 1300, "lr": 3e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.04634, "loss": 0.04634, "time": 0.39929} +{"mode": "train", "epoch": 147, "iter": 1400, "lr": 3e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.03361, "loss": 0.03361, "time": 0.40025} +{"mode": "train", "epoch": 147, "iter": 1500, "lr": 3e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.05085, "loss": 0.05085, "time": 0.39987} +{"mode": "train", "epoch": 147, "iter": 1600, "lr": 3e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99062, "top5_acc": 0.99875, "loss_cls": 0.05178, "loss": 0.05178, "time": 0.39889} +{"mode": "train", "epoch": 147, "iter": 1700, "lr": 3e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.04599, "loss": 0.04599, "time": 0.39918} +{"mode": "train", "epoch": 147, "iter": 1800, "lr": 3e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03795, "loss": 0.03795, "time": 0.39952} +{"mode": "train", "epoch": 147, "iter": 1900, "lr": 3e-05, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.04566, "loss": 0.04566, "time": 0.3991} +{"mode": "train", "epoch": 147, "iter": 2000, "lr": 3e-05, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.05065, "loss": 0.05065, "time": 0.39905} +{"mode": "train", "epoch": 147, "iter": 2100, "lr": 3e-05, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.04288, "loss": 0.04288, "time": 0.39922} +{"mode": "train", "epoch": 147, "iter": 2200, "lr": 3e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99312, "top5_acc": 0.99812, "loss_cls": 0.04278, "loss": 0.04278, "time": 0.4008} +{"mode": "train", "epoch": 147, "iter": 2300, "lr": 3e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99375, "top5_acc": 0.99875, "loss_cls": 0.04253, "loss": 0.04253, "time": 0.39976} +{"mode": "val", "epoch": 147, "iter": 1184, "lr": 2e-05, "top1_acc": 0.96266, "top5_acc": 0.99546} +{"mode": "train", "epoch": 148, "iter": 100, "lr": 2e-05, "memory": 6499, "data_time": 0.16642, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.04258, "loss": 0.04258, "time": 0.56757} +{"mode": "train", "epoch": 148, "iter": 200, "lr": 2e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99375, "top5_acc": 0.99875, "loss_cls": 0.04493, "loss": 0.04493, "time": 0.4016} +{"mode": "train", "epoch": 148, "iter": 300, "lr": 2e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 0.99812, "loss_cls": 0.0455, "loss": 0.0455, "time": 0.40186} +{"mode": "train", "epoch": 148, "iter": 400, "lr": 2e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9925, "top5_acc": 0.99875, "loss_cls": 0.04629, "loss": 0.04629, "time": 0.40251} +{"mode": "train", "epoch": 148, "iter": 500, "lr": 2e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.03673, "loss": 0.03673, "time": 0.40232} +{"mode": "train", "epoch": 148, "iter": 600, "lr": 2e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.03388, "loss": 0.03388, "time": 0.40174} +{"mode": "train", "epoch": 148, "iter": 700, "lr": 2e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03689, "loss": 0.03689, "time": 0.40233} +{"mode": "train", "epoch": 148, "iter": 800, "lr": 2e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.04125, "loss": 0.04125, "time": 0.40203} +{"mode": "train", "epoch": 148, "iter": 900, "lr": 2e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99188, "top5_acc": 0.9975, "loss_cls": 0.05358, "loss": 0.05358, "time": 0.40156} +{"mode": "train", "epoch": 148, "iter": 1000, "lr": 2e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.9975, "top5_acc": 0.99938, "loss_cls": 0.03261, "loss": 0.03261, "time": 0.40171} +{"mode": "train", "epoch": 148, "iter": 1100, "lr": 2e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99812, "loss_cls": 0.04234, "loss": 0.04234, "time": 0.40141} +{"mode": "train", "epoch": 148, "iter": 1200, "lr": 2e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99375, "top5_acc": 0.9975, "loss_cls": 0.04732, "loss": 0.04732, "time": 0.40202} +{"mode": "train", "epoch": 148, "iter": 1300, "lr": 2e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.04398, "loss": 0.04398, "time": 0.40171} +{"mode": "train", "epoch": 148, "iter": 1400, "lr": 2e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99562, "top5_acc": 0.99875, "loss_cls": 0.04199, "loss": 0.04199, "time": 0.4017} +{"mode": "train", "epoch": 148, "iter": 1500, "lr": 2e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.04125, "loss": 0.04125, "time": 0.40127} +{"mode": "train", "epoch": 148, "iter": 1600, "lr": 1e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.04167, "loss": 0.04167, "time": 0.40241} +{"mode": "train", "epoch": 148, "iter": 1700, "lr": 1e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99625, "top5_acc": 0.99875, "loss_cls": 0.03446, "loss": 0.03446, "time": 0.40297} +{"mode": "train", "epoch": 148, "iter": 1800, "lr": 1e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.04506, "loss": 0.04506, "time": 0.40275} +{"mode": "train", "epoch": 148, "iter": 1900, "lr": 1e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.04087, "loss": 0.04087, "time": 0.40301} +{"mode": "train", "epoch": 148, "iter": 2000, "lr": 1e-05, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99188, "top5_acc": 0.99875, "loss_cls": 0.04818, "loss": 0.04818, "time": 0.40354} +{"mode": "train", "epoch": 148, "iter": 2100, "lr": 1e-05, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.03971, "loss": 0.03971, "time": 0.40372} +{"mode": "train", "epoch": 148, "iter": 2200, "lr": 1e-05, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99562, "top5_acc": 0.99938, "loss_cls": 0.03642, "loss": 0.03642, "time": 0.40318} +{"mode": "train", "epoch": 148, "iter": 2300, "lr": 1e-05, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.05434, "loss": 0.05434, "time": 0.40264} +{"mode": "val", "epoch": 148, "iter": 1184, "lr": 1e-05, "top1_acc": 0.96197, "top5_acc": 0.99525} +{"mode": "train", "epoch": 149, "iter": 100, "lr": 1e-05, "memory": 6499, "data_time": 0.17559, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.04565, "loss": 0.04565, "time": 0.40469} +{"mode": "train", "epoch": 149, "iter": 200, "lr": 1e-05, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.995, "top5_acc": 0.99875, "loss_cls": 0.04614, "loss": 0.04614, "time": 0.22993} +{"mode": "train", "epoch": 149, "iter": 300, "lr": 1e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.04813, "loss": 0.04813, "time": 0.23034} +{"mode": "train", "epoch": 149, "iter": 400, "lr": 1e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99375, "top5_acc": 0.99875, "loss_cls": 0.03874, "loss": 0.03874, "time": 0.23041} +{"mode": "train", "epoch": 149, "iter": 500, "lr": 1e-05, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99188, "top5_acc": 0.99875, "loss_cls": 0.05203, "loss": 0.05203, "time": 0.23021} +{"mode": "train", "epoch": 149, "iter": 600, "lr": 1e-05, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.04463, "loss": 0.04463, "time": 0.2299} +{"mode": "train", "epoch": 149, "iter": 700, "lr": 1e-05, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.03491, "loss": 0.03491, "time": 0.22995} +{"mode": "train", "epoch": 149, "iter": 800, "lr": 1e-05, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.0381, "loss": 0.0381, "time": 0.23034} +{"mode": "train", "epoch": 149, "iter": 900, "lr": 1e-05, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02988, "loss": 0.02988, "time": 0.23015} +{"mode": "train", "epoch": 149, "iter": 1000, "lr": 1e-05, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.995, "top5_acc": 0.99812, "loss_cls": 0.04449, "loss": 0.04449, "time": 0.23031} +{"mode": "train", "epoch": 149, "iter": 1100, "lr": 1e-05, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.04072, "loss": 0.04072, "time": 0.22993} +{"mode": "train", "epoch": 149, "iter": 1200, "lr": 1e-05, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.04375, "loss": 0.04375, "time": 0.23149} +{"mode": "train", "epoch": 149, "iter": 1300, "lr": 1e-05, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.03903, "loss": 0.03903, "time": 0.23129} +{"mode": "train", "epoch": 149, "iter": 1400, "lr": 1e-05, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99688, "top5_acc": 0.99875, "loss_cls": 0.03807, "loss": 0.03807, "time": 0.2314} +{"mode": "train", "epoch": 149, "iter": 1500, "lr": 1e-05, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.04752, "loss": 0.04752, "time": 0.23182} +{"mode": "train", "epoch": 149, "iter": 1600, "lr": 0.0, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.0425, "loss": 0.0425, "time": 0.23145} +{"mode": "train", "epoch": 149, "iter": 1700, "lr": 0.0, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.04491, "loss": 0.04491, "time": 0.23164} +{"mode": "train", "epoch": 149, "iter": 1800, "lr": 0.0, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99688, "top5_acc": 0.99875, "loss_cls": 0.03636, "loss": 0.03636, "time": 0.2313} +{"mode": "train", "epoch": 149, "iter": 1900, "lr": 0.0, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99875, "loss_cls": 0.04452, "loss": 0.04452, "time": 0.23103} +{"mode": "train", "epoch": 149, "iter": 2000, "lr": 0.0, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.04013, "loss": 0.04013, "time": 0.23111} +{"mode": "train", "epoch": 149, "iter": 2100, "lr": 0.0, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.04604, "loss": 0.04604, "time": 0.23109} +{"mode": "train", "epoch": 149, "iter": 2200, "lr": 0.0, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99312, "top5_acc": 0.99812, "loss_cls": 0.04832, "loss": 0.04832, "time": 0.23064} +{"mode": "train", "epoch": 149, "iter": 2300, "lr": 0.0, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99562, "top5_acc": 0.99875, "loss_cls": 0.03592, "loss": 0.03592, "time": 0.23069} +{"mode": "val", "epoch": 149, "iter": 1184, "lr": 0.0, "top1_acc": 0.96244, "top5_acc": 0.99525} +{"mode": "train", "epoch": 150, "iter": 100, "lr": 0.0, "memory": 6499, "data_time": 0.16882, "top1_acc": 0.99062, "top5_acc": 0.99875, "loss_cls": 0.05378, "loss": 0.05378, "time": 0.39922} +{"mode": "train", "epoch": 150, "iter": 200, "lr": 0.0, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.05127, "loss": 0.05127, "time": 0.2306} +{"mode": "train", "epoch": 150, "iter": 300, "lr": 0.0, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99375, "top5_acc": 0.99812, "loss_cls": 0.05077, "loss": 0.05077, "time": 0.23033} +{"mode": "train", "epoch": 150, "iter": 400, "lr": 0.0, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.9925, "top5_acc": 0.99875, "loss_cls": 0.05027, "loss": 0.05027, "time": 0.23052} +{"mode": "train", "epoch": 150, "iter": 500, "lr": 0.0, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.04787, "loss": 0.04787, "time": 0.23129} +{"mode": "train", "epoch": 150, "iter": 600, "lr": 0.0, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9925, "top5_acc": 0.99875, "loss_cls": 0.04601, "loss": 0.04601, "time": 0.23138} +{"mode": "train", "epoch": 150, "iter": 700, "lr": 0.0, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99562, "top5_acc": 0.99938, "loss_cls": 0.03533, "loss": 0.03533, "time": 0.23131} +{"mode": "train", "epoch": 150, "iter": 800, "lr": 0.0, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.03873, "loss": 0.03873, "time": 0.23092} +{"mode": "train", "epoch": 150, "iter": 900, "lr": 0.0, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.9925, "top5_acc": 0.99812, "loss_cls": 0.04446, "loss": 0.04446, "time": 0.23098} +{"mode": "train", "epoch": 150, "iter": 1000, "lr": 0.0, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.04687, "loss": 0.04687, "time": 0.23086} +{"mode": "train", "epoch": 150, "iter": 1100, "lr": 0.0, "memory": 6499, "data_time": 0.00013, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.04477, "loss": 0.04477, "time": 0.23124} +{"mode": "train", "epoch": 150, "iter": 1200, "lr": 0.0, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.05699, "loss": 0.05699, "time": 0.23068} +{"mode": "train", "epoch": 150, "iter": 1300, "lr": 0.0, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99438, "top5_acc": 0.99875, "loss_cls": 0.04522, "loss": 0.04522, "time": 0.23111} +{"mode": "train", "epoch": 150, "iter": 1400, "lr": 0.0, "memory": 6499, "data_time": 0.00014, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.04937, "loss": 0.04937, "time": 0.231} +{"mode": "train", "epoch": 150, "iter": 1500, "lr": 0.0, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.9925, "top5_acc": 0.9975, "loss_cls": 0.0525, "loss": 0.0525, "time": 0.23059} +{"mode": "train", "epoch": 150, "iter": 1600, "lr": 0.0, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99188, "top5_acc": 0.99812, "loss_cls": 0.05238, "loss": 0.05238, "time": 0.23031} +{"mode": "train", "epoch": 150, "iter": 1700, "lr": 0.0, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.04103, "loss": 0.04103, "time": 0.23027} +{"mode": "train", "epoch": 150, "iter": 1800, "lr": 0.0, "memory": 6499, "data_time": 0.00016, "top1_acc": 0.99438, "top5_acc": 0.99812, "loss_cls": 0.04313, "loss": 0.04313, "time": 0.23099} +{"mode": "train", "epoch": 150, "iter": 1900, "lr": 0.0, "memory": 6499, "data_time": 0.00015, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.0345, "loss": 0.0345, "time": 0.23078} +{"mode": "train", "epoch": 150, "iter": 2000, "lr": 0.0, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.03477, "loss": 0.03477, "time": 0.231} +{"mode": "train", "epoch": 150, "iter": 2100, "lr": 0.0, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.041, "loss": 0.041, "time": 0.23049} +{"mode": "train", "epoch": 150, "iter": 2200, "lr": 0.0, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.0462, "loss": 0.0462, "time": 0.23078} +{"mode": "train", "epoch": 150, "iter": 2300, "lr": 0.0, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.05437, "loss": 0.05437, "time": 0.23235} +{"mode": "val", "epoch": 150, "iter": 1184, "lr": 0.0, "top1_acc": 0.96192, "top5_acc": 0.99525}