diff --git "a/ntu60_xview/j_1/20231227_154044.log.json" "b/ntu60_xview/j_1/20231227_154044.log.json"
new file mode 100644--- /dev/null
+++ "b/ntu60_xview/j_1/20231227_154044.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": 1145157716, "config_name": "j_1.py", "work_dir": "j_1", "hook_msgs": {}}
+{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.025, "memory": 6525, "data_time": 0.1734, "top1_acc": 0.0325, "top5_acc": 0.15875, "loss_cls": 5.66076, "loss": 5.66076, "time": 0.40742}
+{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.025, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.07375, "top5_acc": 0.28, "loss_cls": 5.26798, "loss": 5.26798, "time": 0.22543}
+{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.025, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.07938, "top5_acc": 0.30188, "loss_cls": 5.45884, "loss": 5.45884, "time": 0.22488}
+{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.025, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.115, "top5_acc": 0.39125, "loss_cls": 5.67589, "loss": 5.67589, "time": 0.22451}
+{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.12937, "top5_acc": 0.41312, "loss_cls": 5.98602, "loss": 5.98602, "time": 0.22422}
+{"mode": "train", "epoch": 1, "iter": 600, "lr": 0.025, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.1575, "top5_acc": 0.43, "loss_cls": 5.68132, "loss": 5.68132, "time": 0.22438}
+{"mode": "train", "epoch": 1, "iter": 700, "lr": 0.025, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.155, "top5_acc": 0.48, "loss_cls": 5.55356, "loss": 5.55356, "time": 0.22533}
+{"mode": "train", "epoch": 1, "iter": 800, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.17438, "top5_acc": 0.51875, "loss_cls": 4.97241, "loss": 4.97241, "time": 0.22483}
+{"mode": "train", "epoch": 1, "iter": 900, "lr": 0.025, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.19, "top5_acc": 0.55812, "loss_cls": 4.59007, "loss": 4.59007, "time": 0.22558}
+{"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.025, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.22438, "top5_acc": 0.57438, "loss_cls": 4.39311, "loss": 4.39311, "time": 0.22477}
+{"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.025, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.23875, "top5_acc": 0.60688, "loss_cls": 4.18238, "loss": 4.18238, "time": 0.22425}
+{"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.025, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.28938, "top5_acc": 0.65562, "loss_cls": 3.91919, "loss": 3.91919, "time": 0.22443}
+{"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.28813, "top5_acc": 0.67188, "loss_cls": 3.9016, "loss": 3.9016, "time": 0.22537}
+{"mode": "train", "epoch": 1, "iter": 1400, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.30438, "top5_acc": 0.7075, "loss_cls": 3.71027, "loss": 3.71027, "time": 0.22664}
+{"mode": "train", "epoch": 1, "iter": 1500, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.33938, "top5_acc": 0.715, "loss_cls": 3.67672, "loss": 3.67672, "time": 0.22689}
+{"mode": "train", "epoch": 1, "iter": 1600, "lr": 0.025, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.35188, "top5_acc": 0.75062, "loss_cls": 3.54786, "loss": 3.54786, "time": 0.22481}
+{"mode": "train", "epoch": 1, "iter": 1700, "lr": 0.025, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.375, "top5_acc": 0.77562, "loss_cls": 3.45394, "loss": 3.45394, "time": 0.22521}
+{"mode": "train", "epoch": 1, "iter": 1800, "lr": 0.025, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.35125, "top5_acc": 0.75875, "loss_cls": 3.45128, "loss": 3.45128, "time": 0.22546}
+{"mode": "train", "epoch": 1, "iter": 1900, "lr": 0.025, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.40562, "top5_acc": 0.77188, "loss_cls": 3.38356, "loss": 3.38356, "time": 0.22687}
+{"mode": "train", "epoch": 1, "iter": 2000, "lr": 0.025, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.4, "top5_acc": 0.78688, "loss_cls": 3.3211, "loss": 3.3211, "time": 0.22591}
+{"mode": "train", "epoch": 1, "iter": 2100, "lr": 0.025, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.38938, "top5_acc": 0.7925, "loss_cls": 3.26304, "loss": 3.26304, "time": 0.22505}
+{"mode": "train", "epoch": 1, "iter": 2200, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.39438, "top5_acc": 0.77812, "loss_cls": 3.31091, "loss": 3.31091, "time": 0.22795}
+{"mode": "train", "epoch": 1, "iter": 2300, "lr": 0.025, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.4175, "top5_acc": 0.80188, "loss_cls": 3.18207, "loss": 3.18207, "time": 0.22594}
+{"mode": "val", "epoch": 1, "iter": 1184, "lr": 0.025, "top1_acc": 0.48553, "top5_acc": 0.84323}
+{"mode": "train", "epoch": 2, "iter": 100, "lr": 0.025, "memory": 6525, "data_time": 0.16659, "top1_acc": 0.435, "top5_acc": 0.80312, "loss_cls": 3.11624, "loss": 3.11624, "time": 0.39453}
+{"mode": "train", "epoch": 2, "iter": 200, "lr": 0.025, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.44875, "top5_acc": 0.82375, "loss_cls": 2.98554, "loss": 2.98554, "time": 0.22578}
+{"mode": "train", "epoch": 2, "iter": 300, "lr": 0.025, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.45938, "top5_acc": 0.83375, "loss_cls": 2.90971, "loss": 2.90971, "time": 0.22518}
+{"mode": "train", "epoch": 2, "iter": 400, "lr": 0.025, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.48875, "top5_acc": 0.82812, "loss_cls": 2.85928, "loss": 2.85928, "time": 0.22573}
+{"mode": "train", "epoch": 2, "iter": 500, "lr": 0.025, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.465, "top5_acc": 0.84438, "loss_cls": 2.83658, "loss": 2.83658, "time": 0.22589}
+{"mode": "train", "epoch": 2, "iter": 600, "lr": 0.025, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.47625, "top5_acc": 0.83688, "loss_cls": 2.78307, "loss": 2.78307, "time": 0.22563}
+{"mode": "train", "epoch": 2, "iter": 700, "lr": 0.025, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.48812, "top5_acc": 0.85188, "loss_cls": 2.71581, "loss": 2.71581, "time": 0.22538}
+{"mode": "train", "epoch": 2, "iter": 800, "lr": 0.025, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.4775, "top5_acc": 0.83312, "loss_cls": 2.79069, "loss": 2.79069, "time": 0.22578}
+{"mode": "train", "epoch": 2, "iter": 900, "lr": 0.02499, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.51688, "top5_acc": 0.85438, "loss_cls": 2.58131, "loss": 2.58131, "time": 0.22587}
+{"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.02499, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.51313, "top5_acc": 0.86062, "loss_cls": 2.6244, "loss": 2.6244, "time": 0.22565}
+{"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.02499, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.52938, "top5_acc": 0.85938, "loss_cls": 2.46709, "loss": 2.46709, "time": 0.22735}
+{"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.02499, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.53188, "top5_acc": 0.8525, "loss_cls": 2.50838, "loss": 2.50838, "time": 0.22646}
+{"mode": "train", "epoch": 2, "iter": 1300, "lr": 0.02499, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.52062, "top5_acc": 0.87562, "loss_cls": 2.43809, "loss": 2.43809, "time": 0.22541}
+{"mode": "train", "epoch": 2, "iter": 1400, "lr": 0.02499, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.54625, "top5_acc": 0.86625, "loss_cls": 2.38109, "loss": 2.38109, "time": 0.22708}
+{"mode": "train", "epoch": 2, "iter": 1500, "lr": 0.02499, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.53938, "top5_acc": 0.8725, "loss_cls": 2.38701, "loss": 2.38701, "time": 0.22619}
+{"mode": "train", "epoch": 2, "iter": 1600, "lr": 0.02499, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.56312, "top5_acc": 0.88062, "loss_cls": 2.22332, "loss": 2.22332, "time": 0.22565}
+{"mode": "train", "epoch": 2, "iter": 1700, "lr": 0.02499, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.55312, "top5_acc": 0.88188, "loss_cls": 2.31075, "loss": 2.31075, "time": 0.22584}
+{"mode": "train", "epoch": 2, "iter": 1800, "lr": 0.02499, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.55875, "top5_acc": 0.88938, "loss_cls": 2.22972, "loss": 2.22972, "time": 0.22583}
+{"mode": "train", "epoch": 2, "iter": 1900, "lr": 0.02499, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.56688, "top5_acc": 0.88812, "loss_cls": 2.1684, "loss": 2.1684, "time": 0.22587}
+{"mode": "train", "epoch": 2, "iter": 2000, "lr": 0.02499, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.56938, "top5_acc": 0.88688, "loss_cls": 2.15532, "loss": 2.15532, "time": 0.22607}
+{"mode": "train", "epoch": 2, "iter": 2100, "lr": 0.02499, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.5925, "top5_acc": 0.90188, "loss_cls": 2.04412, "loss": 2.04412, "time": 0.22603}
+{"mode": "train", "epoch": 2, "iter": 2200, "lr": 0.02499, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.57875, "top5_acc": 0.89562, "loss_cls": 2.1294, "loss": 2.1294, "time": 0.22671}
+{"mode": "train", "epoch": 2, "iter": 2300, "lr": 0.02499, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.60125, "top5_acc": 0.90062, "loss_cls": 2.06646, "loss": 2.06646, "time": 0.22802}
+{"mode": "val", "epoch": 2, "iter": 1184, "lr": 0.02499, "top1_acc": 0.66068, "top5_acc": 0.94074}
+{"mode": "train", "epoch": 3, "iter": 100, "lr": 0.02499, "memory": 6525, "data_time": 0.16896, "top1_acc": 0.60125, "top5_acc": 0.90625, "loss_cls": 1.94408, "loss": 1.94408, "time": 0.39618}
+{"mode": "train", "epoch": 3, "iter": 200, "lr": 0.02499, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.56, "top5_acc": 0.89188, "loss_cls": 2.08987, "loss": 2.08987, "time": 0.22596}
+{"mode": "train", "epoch": 3, "iter": 300, "lr": 0.02499, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.59188, "top5_acc": 0.90312, "loss_cls": 2.04097, "loss": 2.04097, "time": 0.22539}
+{"mode": "train", "epoch": 3, "iter": 400, "lr": 0.02499, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.59188, "top5_acc": 0.89875, "loss_cls": 1.99695, "loss": 1.99695, "time": 0.22557}
+{"mode": "train", "epoch": 3, "iter": 500, "lr": 0.02499, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.60812, "top5_acc": 0.89938, "loss_cls": 1.98498, "loss": 1.98498, "time": 0.22696}
+{"mode": "train", "epoch": 3, "iter": 600, "lr": 0.02499, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.60375, "top5_acc": 0.9, "loss_cls": 2.00316, "loss": 2.00316, "time": 0.22623}
+{"mode": "train", "epoch": 3, "iter": 700, "lr": 0.02499, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.5925, "top5_acc": 0.91375, "loss_cls": 1.93271, "loss": 1.93271, "time": 0.22603}
+{"mode": "train", "epoch": 3, "iter": 800, "lr": 0.02498, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.585, "top5_acc": 0.8975, "loss_cls": 2.01406, "loss": 2.01406, "time": 0.2255}
+{"mode": "train", "epoch": 3, "iter": 900, "lr": 0.02498, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.59, "top5_acc": 0.915, "loss_cls": 1.93179, "loss": 1.93179, "time": 0.22516}
+{"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.02498, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.60625, "top5_acc": 0.91, "loss_cls": 1.84878, "loss": 1.84878, "time": 0.22442}
+{"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.02498, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.61562, "top5_acc": 0.91875, "loss_cls": 1.87832, "loss": 1.87832, "time": 0.22652}
+{"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.02498, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.605, "top5_acc": 0.90562, "loss_cls": 1.97173, "loss": 1.97173, "time": 0.22468}
+{"mode": "train", "epoch": 3, "iter": 1300, "lr": 0.02498, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.62938, "top5_acc": 0.92062, "loss_cls": 1.78874, "loss": 1.78874, "time": 0.22492}
+{"mode": "train", "epoch": 3, "iter": 1400, "lr": 0.02498, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.62, "top5_acc": 0.92688, "loss_cls": 1.79718, "loss": 1.79718, "time": 0.22461}
+{"mode": "train", "epoch": 3, "iter": 1500, "lr": 0.02498, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.63562, "top5_acc": 0.92062, "loss_cls": 1.76632, "loss": 1.76632, "time": 0.2254}
+{"mode": "train", "epoch": 3, "iter": 1600, "lr": 0.02498, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.64562, "top5_acc": 0.92938, "loss_cls": 1.7254, "loss": 1.7254, "time": 0.22615}
+{"mode": "train", "epoch": 3, "iter": 1700, "lr": 0.02498, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.63062, "top5_acc": 0.92375, "loss_cls": 1.78668, "loss": 1.78668, "time": 0.22577}
+{"mode": "train", "epoch": 3, "iter": 1800, "lr": 0.02498, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.64125, "top5_acc": 0.9175, "loss_cls": 1.82907, "loss": 1.82907, "time": 0.22761}
+{"mode": "train", "epoch": 3, "iter": 1900, "lr": 0.02498, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.64062, "top5_acc": 0.91375, "loss_cls": 1.78636, "loss": 1.78636, "time": 0.22743}
+{"mode": "train", "epoch": 3, "iter": 2000, "lr": 0.02498, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.635, "top5_acc": 0.93188, "loss_cls": 1.74157, "loss": 1.74157, "time": 0.22766}
+{"mode": "train", "epoch": 3, "iter": 2100, "lr": 0.02498, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.63688, "top5_acc": 0.915, "loss_cls": 1.77893, "loss": 1.77893, "time": 0.22668}
+{"mode": "train", "epoch": 3, "iter": 2200, "lr": 0.02498, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.64625, "top5_acc": 0.92438, "loss_cls": 1.75756, "loss": 1.75756, "time": 0.22678}
+{"mode": "train", "epoch": 3, "iter": 2300, "lr": 0.02498, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.64938, "top5_acc": 0.9225, "loss_cls": 1.72132, "loss": 1.72132, "time": 0.2265}
+{"mode": "val", "epoch": 3, "iter": 1184, "lr": 0.02498, "top1_acc": 0.69, "top5_acc": 0.95759}
+{"mode": "train", "epoch": 4, "iter": 100, "lr": 0.02497, "memory": 6525, "data_time": 0.16754, "top1_acc": 0.66875, "top5_acc": 0.9275, "loss_cls": 1.64984, "loss": 1.64984, "time": 0.39286}
+{"mode": "train", "epoch": 4, "iter": 200, "lr": 0.02497, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.65375, "top5_acc": 0.9325, "loss_cls": 1.67704, "loss": 1.67704, "time": 0.22578}
+{"mode": "train", "epoch": 4, "iter": 300, "lr": 0.02497, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.63125, "top5_acc": 0.92625, "loss_cls": 1.72602, "loss": 1.72602, "time": 0.2265}
+{"mode": "train", "epoch": 4, "iter": 400, "lr": 0.02497, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.65, "top5_acc": 0.92312, "loss_cls": 1.69435, "loss": 1.69435, "time": 0.22666}
+{"mode": "train", "epoch": 4, "iter": 500, "lr": 0.02497, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.65625, "top5_acc": 0.9325, "loss_cls": 1.68087, "loss": 1.68087, "time": 0.226}
+{"mode": "train", "epoch": 4, "iter": 600, "lr": 0.02497, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.645, "top5_acc": 0.92125, "loss_cls": 1.71446, "loss": 1.71446, "time": 0.22603}
+{"mode": "train", "epoch": 4, "iter": 700, "lr": 0.02497, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.64312, "top5_acc": 0.9375, "loss_cls": 1.65656, "loss": 1.65656, "time": 0.22618}
+{"mode": "train", "epoch": 4, "iter": 800, "lr": 0.02497, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.6425, "top5_acc": 0.92688, "loss_cls": 1.68313, "loss": 1.68313, "time": 0.22645}
+{"mode": "train", "epoch": 4, "iter": 900, "lr": 0.02497, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.65188, "top5_acc": 0.915, "loss_cls": 1.66246, "loss": 1.66246, "time": 0.22621}
+{"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.02497, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.63625, "top5_acc": 0.92375, "loss_cls": 1.6948, "loss": 1.6948, "time": 0.22622}
+{"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.02497, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.675, "top5_acc": 0.93312, "loss_cls": 1.64743, "loss": 1.64743, "time": 0.22674}
+{"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.02497, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.65438, "top5_acc": 0.93438, "loss_cls": 1.61327, "loss": 1.61327, "time": 0.22609}
+{"mode": "train", "epoch": 4, "iter": 1300, "lr": 0.02497, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.665, "top5_acc": 0.92875, "loss_cls": 1.64706, "loss": 1.64706, "time": 0.2249}
+{"mode": "train", "epoch": 4, "iter": 1400, "lr": 0.02496, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.69562, "top5_acc": 0.93375, "loss_cls": 1.54967, "loss": 1.54967, "time": 0.22518}
+{"mode": "train", "epoch": 4, "iter": 1500, "lr": 0.02496, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.68125, "top5_acc": 0.9475, "loss_cls": 1.51099, "loss": 1.51099, "time": 0.22691}
+{"mode": "train", "epoch": 4, "iter": 1600, "lr": 0.02496, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.67625, "top5_acc": 0.93562, "loss_cls": 1.59984, "loss": 1.59984, "time": 0.22685}
+{"mode": "train", "epoch": 4, "iter": 1700, "lr": 0.02496, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.67812, "top5_acc": 0.93625, "loss_cls": 1.55491, "loss": 1.55491, "time": 0.22636}
+{"mode": "train", "epoch": 4, "iter": 1800, "lr": 0.02496, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.67875, "top5_acc": 0.94062, "loss_cls": 1.572, "loss": 1.572, "time": 0.22639}
+{"mode": "train", "epoch": 4, "iter": 1900, "lr": 0.02496, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.67438, "top5_acc": 0.93438, "loss_cls": 1.61245, "loss": 1.61245, "time": 0.22596}
+{"mode": "train", "epoch": 4, "iter": 2000, "lr": 0.02496, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.66, "top5_acc": 0.93688, "loss_cls": 1.61312, "loss": 1.61312, "time": 0.22688}
+{"mode": "train", "epoch": 4, "iter": 2100, "lr": 0.02496, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.68438, "top5_acc": 0.93062, "loss_cls": 1.54876, "loss": 1.54876, "time": 0.22609}
+{"mode": "train", "epoch": 4, "iter": 2200, "lr": 0.02496, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.6725, "top5_acc": 0.94375, "loss_cls": 1.54717, "loss": 1.54717, "time": 0.22553}
+{"mode": "train", "epoch": 4, "iter": 2300, "lr": 0.02496, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.69938, "top5_acc": 0.94812, "loss_cls": 1.47042, "loss": 1.47042, "time": 0.22522}
+{"mode": "val", "epoch": 4, "iter": 1184, "lr": 0.02496, "top1_acc": 0.74831, "top5_acc": 0.9681}
+{"mode": "train", "epoch": 5, "iter": 100, "lr": 0.02496, "memory": 6525, "data_time": 0.16914, "top1_acc": 0.69312, "top5_acc": 0.93812, "loss_cls": 1.48134, "loss": 1.48134, "time": 0.39368}
+{"mode": "train", "epoch": 5, "iter": 200, "lr": 0.02495, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.68125, "top5_acc": 0.93625, "loss_cls": 1.5817, "loss": 1.5817, "time": 0.22403}
+{"mode": "train", "epoch": 5, "iter": 300, "lr": 0.02495, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.68062, "top5_acc": 0.94062, "loss_cls": 1.49289, "loss": 1.49289, "time": 0.22648}
+{"mode": "train", "epoch": 5, "iter": 400, "lr": 0.02495, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.69875, "top5_acc": 0.94875, "loss_cls": 1.45938, "loss": 1.45938, "time": 0.22522}
+{"mode": "train", "epoch": 5, "iter": 500, "lr": 0.02495, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.67125, "top5_acc": 0.94188, "loss_cls": 1.57546, "loss": 1.57546, "time": 0.22458}
+{"mode": "train", "epoch": 5, "iter": 600, "lr": 0.02495, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.67188, "top5_acc": 0.93438, "loss_cls": 1.54679, "loss": 1.54679, "time": 0.22464}
+{"mode": "train", "epoch": 5, "iter": 700, "lr": 0.02495, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.68375, "top5_acc": 0.94125, "loss_cls": 1.49312, "loss": 1.49312, "time": 0.22492}
+{"mode": "train", "epoch": 5, "iter": 800, "lr": 0.02495, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.69375, "top5_acc": 0.94125, "loss_cls": 1.45293, "loss": 1.45293, "time": 0.22498}
+{"mode": "train", "epoch": 5, "iter": 900, "lr": 0.02495, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.70188, "top5_acc": 0.93938, "loss_cls": 1.48173, "loss": 1.48173, "time": 0.22495}
+{"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.02495, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.68688, "top5_acc": 0.95312, "loss_cls": 1.4148, "loss": 1.4148, "time": 0.22514}
+{"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.02495, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.71188, "top5_acc": 0.94312, "loss_cls": 1.43701, "loss": 1.43701, "time": 0.22515}
+{"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.02494, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.68438, "top5_acc": 0.93438, "loss_cls": 1.54653, "loss": 1.54653, "time": 0.22619}
+{"mode": "train", "epoch": 5, "iter": 1300, "lr": 0.02494, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7025, "top5_acc": 0.94, "loss_cls": 1.47846, "loss": 1.47846, "time": 0.22559}
+{"mode": "train", "epoch": 5, "iter": 1400, "lr": 0.02494, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.71188, "top5_acc": 0.94062, "loss_cls": 1.48267, "loss": 1.48267, "time": 0.22523}
+{"mode": "train", "epoch": 5, "iter": 1500, "lr": 0.02494, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.69125, "top5_acc": 0.93438, "loss_cls": 1.54215, "loss": 1.54215, "time": 0.22511}
+{"mode": "train", "epoch": 5, "iter": 1600, "lr": 0.02494, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.68938, "top5_acc": 0.93375, "loss_cls": 1.53121, "loss": 1.53121, "time": 0.22438}
+{"mode": "train", "epoch": 5, "iter": 1700, "lr": 0.02494, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.69062, "top5_acc": 0.95625, "loss_cls": 1.43615, "loss": 1.43615, "time": 0.22461}
+{"mode": "train", "epoch": 5, "iter": 1800, "lr": 0.02494, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.73125, "top5_acc": 0.955, "loss_cls": 1.32027, "loss": 1.32027, "time": 0.22462}
+{"mode": "train", "epoch": 5, "iter": 1900, "lr": 0.02494, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.6925, "top5_acc": 0.93562, "loss_cls": 1.48253, "loss": 1.48253, "time": 0.22441}
+{"mode": "train", "epoch": 5, "iter": 2000, "lr": 0.02494, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.72125, "top5_acc": 0.9475, "loss_cls": 1.34183, "loss": 1.34183, "time": 0.2245}
+{"mode": "train", "epoch": 5, "iter": 2100, "lr": 0.02493, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.71875, "top5_acc": 0.94188, "loss_cls": 1.40013, "loss": 1.40013, "time": 0.22484}
+{"mode": "train", "epoch": 5, "iter": 2200, "lr": 0.02493, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.70562, "top5_acc": 0.95125, "loss_cls": 1.40745, "loss": 1.40745, "time": 0.22464}
+{"mode": "train", "epoch": 5, "iter": 2300, "lr": 0.02493, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.68688, "top5_acc": 0.9425, "loss_cls": 1.49184, "loss": 1.49184, "time": 0.22481}
+{"mode": "val", "epoch": 5, "iter": 1184, "lr": 0.02493, "top1_acc": 0.76262, "top5_acc": 0.9709}
+{"mode": "train", "epoch": 6, "iter": 100, "lr": 0.02493, "memory": 6525, "data_time": 0.16375, "top1_acc": 0.73938, "top5_acc": 0.95312, "loss_cls": 1.33486, "loss": 1.33486, "time": 0.38891}
+{"mode": "train", "epoch": 6, "iter": 200, "lr": 0.02493, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.70938, "top5_acc": 0.9475, "loss_cls": 1.34384, "loss": 1.34384, "time": 0.22451}
+{"mode": "train", "epoch": 6, "iter": 300, "lr": 0.02493, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.70562, "top5_acc": 0.95562, "loss_cls": 1.37882, "loss": 1.37882, "time": 0.22652}
+{"mode": "train", "epoch": 6, "iter": 400, "lr": 0.02493, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.71875, "top5_acc": 0.95875, "loss_cls": 1.35276, "loss": 1.35276, "time": 0.22647}
+{"mode": "train", "epoch": 6, "iter": 500, "lr": 0.02493, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.7, "top5_acc": 0.94188, "loss_cls": 1.47326, "loss": 1.47326, "time": 0.22471}
+{"mode": "train", "epoch": 6, "iter": 600, "lr": 0.02492, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.72312, "top5_acc": 0.94938, "loss_cls": 1.34598, "loss": 1.34598, "time": 0.22524}
+{"mode": "train", "epoch": 6, "iter": 700, "lr": 0.02492, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.73062, "top5_acc": 0.95625, "loss_cls": 1.31778, "loss": 1.31778, "time": 0.22517}
+{"mode": "train", "epoch": 6, "iter": 800, "lr": 0.02492, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.71375, "top5_acc": 0.95562, "loss_cls": 1.33728, "loss": 1.33728, "time": 0.22539}
+{"mode": "train", "epoch": 6, "iter": 900, "lr": 0.02492, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.7, "top5_acc": 0.945, "loss_cls": 1.44923, "loss": 1.44923, "time": 0.22655}
+{"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.02492, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.70438, "top5_acc": 0.93125, "loss_cls": 1.44138, "loss": 1.44138, "time": 0.22665}
+{"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.02492, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.71, "top5_acc": 0.94562, "loss_cls": 1.44638, "loss": 1.44638, "time": 0.22614}
+{"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.02492, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.70562, "top5_acc": 0.95688, "loss_cls": 1.36722, "loss": 1.36722, "time": 0.22458}
+{"mode": "train", "epoch": 6, "iter": 1300, "lr": 0.02492, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.71438, "top5_acc": 0.95688, "loss_cls": 1.33484, "loss": 1.33484, "time": 0.22471}
+{"mode": "train", "epoch": 6, "iter": 1400, "lr": 0.02491, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.73375, "top5_acc": 0.95812, "loss_cls": 1.32613, "loss": 1.32613, "time": 0.22507}
+{"mode": "train", "epoch": 6, "iter": 1500, "lr": 0.02491, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.705, "top5_acc": 0.94375, "loss_cls": 1.42675, "loss": 1.42675, "time": 0.22484}
+{"mode": "train", "epoch": 6, "iter": 1600, "lr": 0.02491, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.69875, "top5_acc": 0.945, "loss_cls": 1.46669, "loss": 1.46669, "time": 0.22479}
+{"mode": "train", "epoch": 6, "iter": 1700, "lr": 0.02491, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.72938, "top5_acc": 0.95688, "loss_cls": 1.27505, "loss": 1.27505, "time": 0.22524}
+{"mode": "train", "epoch": 6, "iter": 1800, "lr": 0.02491, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.73188, "top5_acc": 0.94688, "loss_cls": 1.35097, "loss": 1.35097, "time": 0.22519}
+{"mode": "train", "epoch": 6, "iter": 1900, "lr": 0.02491, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.73, "top5_acc": 0.94875, "loss_cls": 1.35319, "loss": 1.35319, "time": 0.2249}
+{"mode": "train", "epoch": 6, "iter": 2000, "lr": 0.02491, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.73, "top5_acc": 0.94688, "loss_cls": 1.34644, "loss": 1.34644, "time": 0.22517}
+{"mode": "train", "epoch": 6, "iter": 2100, "lr": 0.0249, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7075, "top5_acc": 0.95375, "loss_cls": 1.36014, "loss": 1.36014, "time": 0.22503}
+{"mode": "train", "epoch": 6, "iter": 2200, "lr": 0.0249, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.71188, "top5_acc": 0.94688, "loss_cls": 1.40015, "loss": 1.40015, "time": 0.22545}
+{"mode": "train", "epoch": 6, "iter": 2300, "lr": 0.0249, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.7225, "top5_acc": 0.94062, "loss_cls": 1.36006, "loss": 1.36006, "time": 0.225}
+{"mode": "val", "epoch": 6, "iter": 1184, "lr": 0.0249, "top1_acc": 0.77071, "top5_acc": 0.97068}
+{"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0249, "memory": 6525, "data_time": 0.16958, "top1_acc": 0.7375, "top5_acc": 0.96375, "loss_cls": 1.26397, "loss": 1.26397, "time": 0.39416}
+{"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0249, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.71438, "top5_acc": 0.95312, "loss_cls": 1.33018, "loss": 1.33018, "time": 0.2241}
+{"mode": "train", "epoch": 7, "iter": 300, "lr": 0.0249, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.73312, "top5_acc": 0.94562, "loss_cls": 1.36911, "loss": 1.36911, "time": 0.22516}
+{"mode": "train", "epoch": 7, "iter": 400, "lr": 0.0249, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.7175, "top5_acc": 0.95312, "loss_cls": 1.34746, "loss": 1.34746, "time": 0.22513}
+{"mode": "train", "epoch": 7, "iter": 500, "lr": 0.02489, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.72938, "top5_acc": 0.96188, "loss_cls": 1.29822, "loss": 1.29822, "time": 0.22635}
+{"mode": "train", "epoch": 7, "iter": 600, "lr": 0.02489, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.72938, "top5_acc": 0.95688, "loss_cls": 1.29759, "loss": 1.29759, "time": 0.22457}
+{"mode": "train", "epoch": 7, "iter": 700, "lr": 0.02489, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.72625, "top5_acc": 0.94812, "loss_cls": 1.33324, "loss": 1.33324, "time": 0.22462}
+{"mode": "train", "epoch": 7, "iter": 800, "lr": 0.02489, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.71812, "top5_acc": 0.95562, "loss_cls": 1.29999, "loss": 1.29999, "time": 0.22487}
+{"mode": "train", "epoch": 7, "iter": 900, "lr": 0.02489, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.7425, "top5_acc": 0.94812, "loss_cls": 1.27455, "loss": 1.27455, "time": 0.22507}
+{"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.02489, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7375, "top5_acc": 0.95125, "loss_cls": 1.29209, "loss": 1.29209, "time": 0.22496}
+{"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.02489, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.72875, "top5_acc": 0.94812, "loss_cls": 1.34055, "loss": 1.34055, "time": 0.22541}
+{"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.02488, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7125, "top5_acc": 0.94688, "loss_cls": 1.3137, "loss": 1.3137, "time": 0.2253}
+{"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.02488, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.72438, "top5_acc": 0.94938, "loss_cls": 1.32267, "loss": 1.32267, "time": 0.22502}
+{"mode": "train", "epoch": 7, "iter": 1400, "lr": 0.02488, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.73, "top5_acc": 0.95438, "loss_cls": 1.28944, "loss": 1.28944, "time": 0.22711}
+{"mode": "train", "epoch": 7, "iter": 1500, "lr": 0.02488, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.72062, "top5_acc": 0.95125, "loss_cls": 1.32433, "loss": 1.32433, "time": 0.22626}
+{"mode": "train", "epoch": 7, "iter": 1600, "lr": 0.02488, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.74188, "top5_acc": 0.95125, "loss_cls": 1.29473, "loss": 1.29473, "time": 0.22649}
+{"mode": "train", "epoch": 7, "iter": 1700, "lr": 0.02488, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.75188, "top5_acc": 0.94938, "loss_cls": 1.27214, "loss": 1.27214, "time": 0.22673}
+{"mode": "train", "epoch": 7, "iter": 1800, "lr": 0.02487, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.71375, "top5_acc": 0.94438, "loss_cls": 1.37055, "loss": 1.37055, "time": 0.22556}
+{"mode": "train", "epoch": 7, "iter": 1900, "lr": 0.02487, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.72562, "top5_acc": 0.94875, "loss_cls": 1.3262, "loss": 1.3262, "time": 0.22549}
+{"mode": "train", "epoch": 7, "iter": 2000, "lr": 0.02487, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.7225, "top5_acc": 0.9525, "loss_cls": 1.35798, "loss": 1.35798, "time": 0.22482}
+{"mode": "train", "epoch": 7, "iter": 2100, "lr": 0.02487, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.72938, "top5_acc": 0.9525, "loss_cls": 1.26469, "loss": 1.26469, "time": 0.22478}
+{"mode": "train", "epoch": 7, "iter": 2200, "lr": 0.02487, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.74438, "top5_acc": 0.94875, "loss_cls": 1.2771, "loss": 1.2771, "time": 0.22509}
+{"mode": "train", "epoch": 7, "iter": 2300, "lr": 0.02487, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.73375, "top5_acc": 0.95312, "loss_cls": 1.28821, "loss": 1.28821, "time": 0.22531}
+{"mode": "val", "epoch": 7, "iter": 1184, "lr": 0.02487, "top1_acc": 0.77224, "top5_acc": 0.96921}
+{"mode": "train", "epoch": 8, "iter": 100, "lr": 0.02486, "memory": 6525, "data_time": 0.17137, "top1_acc": 0.7325, "top5_acc": 0.95125, "loss_cls": 1.32235, "loss": 1.32235, "time": 0.3962}
+{"mode": "train", "epoch": 8, "iter": 200, "lr": 0.02486, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.7375, "top5_acc": 0.945, "loss_cls": 1.30154, "loss": 1.30154, "time": 0.2259}
+{"mode": "train", "epoch": 8, "iter": 300, "lr": 0.02486, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.74438, "top5_acc": 0.96688, "loss_cls": 1.20666, "loss": 1.20666, "time": 0.22557}
+{"mode": "train", "epoch": 8, "iter": 400, "lr": 0.02486, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.73875, "top5_acc": 0.95188, "loss_cls": 1.28503, "loss": 1.28503, "time": 0.22582}
+{"mode": "train", "epoch": 8, "iter": 500, "lr": 0.02486, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.73875, "top5_acc": 0.9575, "loss_cls": 1.22974, "loss": 1.22974, "time": 0.22655}
+{"mode": "train", "epoch": 8, "iter": 600, "lr": 0.02486, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.72312, "top5_acc": 0.94562, "loss_cls": 1.33592, "loss": 1.33592, "time": 0.22611}
+{"mode": "train", "epoch": 8, "iter": 700, "lr": 0.02485, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.735, "top5_acc": 0.95688, "loss_cls": 1.27973, "loss": 1.27973, "time": 0.22795}
+{"mode": "train", "epoch": 8, "iter": 800, "lr": 0.02485, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.75125, "top5_acc": 0.95375, "loss_cls": 1.25414, "loss": 1.25414, "time": 0.22644}
+{"mode": "train", "epoch": 8, "iter": 900, "lr": 0.02485, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.74562, "top5_acc": 0.95312, "loss_cls": 1.26305, "loss": 1.26305, "time": 0.22733}
+{"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.02485, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.75188, "top5_acc": 0.95312, "loss_cls": 1.22993, "loss": 1.22993, "time": 0.22735}
+{"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.02485, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.75812, "top5_acc": 0.95938, "loss_cls": 1.18586, "loss": 1.18586, "time": 0.22649}
+{"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.02485, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.72938, "top5_acc": 0.94938, "loss_cls": 1.32144, "loss": 1.32144, "time": 0.226}
+{"mode": "train", "epoch": 8, "iter": 1300, "lr": 0.02484, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.72938, "top5_acc": 0.9425, "loss_cls": 1.34925, "loss": 1.34925, "time": 0.22526}
+{"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.02484, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.76312, "top5_acc": 0.96188, "loss_cls": 1.19112, "loss": 1.19112, "time": 0.22615}
+{"mode": "train", "epoch": 8, "iter": 1500, "lr": 0.02484, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.76688, "top5_acc": 0.96688, "loss_cls": 1.12554, "loss": 1.12554, "time": 0.22607}
+{"mode": "train", "epoch": 8, "iter": 1600, "lr": 0.02484, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.7325, "top5_acc": 0.96562, "loss_cls": 1.25331, "loss": 1.25331, "time": 0.22486}
+{"mode": "train", "epoch": 8, "iter": 1700, "lr": 0.02484, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.7375, "top5_acc": 0.95375, "loss_cls": 1.25625, "loss": 1.25625, "time": 0.22479}
+{"mode": "train", "epoch": 8, "iter": 1800, "lr": 0.02484, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.73812, "top5_acc": 0.96625, "loss_cls": 1.23792, "loss": 1.23792, "time": 0.22441}
+{"mode": "train", "epoch": 8, "iter": 1900, "lr": 0.02483, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.75188, "top5_acc": 0.96, "loss_cls": 1.22558, "loss": 1.22558, "time": 0.2245}
+{"mode": "train", "epoch": 8, "iter": 2000, "lr": 0.02483, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.74312, "top5_acc": 0.95938, "loss_cls": 1.22815, "loss": 1.22815, "time": 0.22431}
+{"mode": "train", "epoch": 8, "iter": 2100, "lr": 0.02483, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.74875, "top5_acc": 0.94938, "loss_cls": 1.26395, "loss": 1.26395, "time": 0.22462}
+{"mode": "train", "epoch": 8, "iter": 2200, "lr": 0.02483, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.73625, "top5_acc": 0.955, "loss_cls": 1.27104, "loss": 1.27104, "time": 0.22514}
+{"mode": "train", "epoch": 8, "iter": 2300, "lr": 0.02483, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.7175, "top5_acc": 0.945, "loss_cls": 1.34164, "loss": 1.34164, "time": 0.22508}
+{"mode": "val", "epoch": 8, "iter": 1184, "lr": 0.02482, "top1_acc": 0.78523, "top5_acc": 0.97528}
+{"mode": "train", "epoch": 9, "iter": 100, "lr": 0.02482, "memory": 6525, "data_time": 0.16868, "top1_acc": 0.76625, "top5_acc": 0.9675, "loss_cls": 1.12922, "loss": 1.12922, "time": 0.39357}
+{"mode": "train", "epoch": 9, "iter": 200, "lr": 0.02482, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.74375, "top5_acc": 0.955, "loss_cls": 1.20424, "loss": 1.20424, "time": 0.22541}
+{"mode": "train", "epoch": 9, "iter": 300, "lr": 0.02482, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.73375, "top5_acc": 0.9525, "loss_cls": 1.27929, "loss": 1.27929, "time": 0.22462}
+{"mode": "train", "epoch": 9, "iter": 400, "lr": 0.02482, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.73875, "top5_acc": 0.95375, "loss_cls": 1.2269, "loss": 1.2269, "time": 0.22531}
+{"mode": "train", "epoch": 9, "iter": 500, "lr": 0.02482, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.74812, "top5_acc": 0.95062, "loss_cls": 1.22636, "loss": 1.22636, "time": 0.22668}
+{"mode": "train", "epoch": 9, "iter": 600, "lr": 0.02481, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.74688, "top5_acc": 0.95438, "loss_cls": 1.21967, "loss": 1.21967, "time": 0.22732}
+{"mode": "train", "epoch": 9, "iter": 700, "lr": 0.02481, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.75312, "top5_acc": 0.95812, "loss_cls": 1.20272, "loss": 1.20272, "time": 0.2252}
+{"mode": "train", "epoch": 9, "iter": 800, "lr": 0.02481, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.73875, "top5_acc": 0.96062, "loss_cls": 1.23632, "loss": 1.23632, "time": 0.22529}
+{"mode": "train", "epoch": 9, "iter": 900, "lr": 0.02481, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.74688, "top5_acc": 0.95125, "loss_cls": 1.25282, "loss": 1.25282, "time": 0.22497}
+{"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.02481, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.74375, "top5_acc": 0.95938, "loss_cls": 1.23019, "loss": 1.23019, "time": 0.22497}
+{"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.0248, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.75938, "top5_acc": 0.95688, "loss_cls": 1.1805, "loss": 1.1805, "time": 0.22482}
+{"mode": "train", "epoch": 9, "iter": 1200, "lr": 0.0248, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.72625, "top5_acc": 0.95625, "loss_cls": 1.29986, "loss": 1.29986, "time": 0.22489}
+{"mode": "train", "epoch": 9, "iter": 1300, "lr": 0.0248, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.75562, "top5_acc": 0.95188, "loss_cls": 1.21905, "loss": 1.21905, "time": 0.22508}
+{"mode": "train", "epoch": 9, "iter": 1400, "lr": 0.0248, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.74375, "top5_acc": 0.95062, "loss_cls": 1.22924, "loss": 1.22924, "time": 0.22416}
+{"mode": "train", "epoch": 9, "iter": 1500, "lr": 0.0248, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.74562, "top5_acc": 0.96188, "loss_cls": 1.16422, "loss": 1.16422, "time": 0.22382}
+{"mode": "train", "epoch": 9, "iter": 1600, "lr": 0.02479, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.7525, "top5_acc": 0.95062, "loss_cls": 1.22406, "loss": 1.22406, "time": 0.22401}
+{"mode": "train", "epoch": 9, "iter": 1700, "lr": 0.02479, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.74875, "top5_acc": 0.95562, "loss_cls": 1.21348, "loss": 1.21348, "time": 0.22392}
+{"mode": "train", "epoch": 9, "iter": 1800, "lr": 0.02479, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.75812, "top5_acc": 0.96, "loss_cls": 1.18108, "loss": 1.18108, "time": 0.22399}
+{"mode": "train", "epoch": 9, "iter": 1900, "lr": 0.02479, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.74938, "top5_acc": 0.9575, "loss_cls": 1.19991, "loss": 1.19991, "time": 0.22387}
+{"mode": "train", "epoch": 9, "iter": 2000, "lr": 0.02479, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.75875, "top5_acc": 0.95625, "loss_cls": 1.18832, "loss": 1.18832, "time": 0.22408}
+{"mode": "train", "epoch": 9, "iter": 2100, "lr": 0.02478, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.755, "top5_acc": 0.96375, "loss_cls": 1.1624, "loss": 1.1624, "time": 0.2248}
+{"mode": "train", "epoch": 9, "iter": 2200, "lr": 0.02478, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.74562, "top5_acc": 0.96, "loss_cls": 1.22308, "loss": 1.22308, "time": 0.22643}
+{"mode": "train", "epoch": 9, "iter": 2300, "lr": 0.02478, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.73812, "top5_acc": 0.95938, "loss_cls": 1.22353, "loss": 1.22353, "time": 0.22523}
+{"mode": "val", "epoch": 9, "iter": 1184, "lr": 0.02478, "top1_acc": 0.80087, "top5_acc": 0.97882}
+{"mode": "train", "epoch": 10, "iter": 100, "lr": 0.02478, "memory": 6525, "data_time": 0.16819, "top1_acc": 0.7475, "top5_acc": 0.95562, "loss_cls": 1.22832, "loss": 1.22832, "time": 0.39325}
+{"mode": "train", "epoch": 10, "iter": 200, "lr": 0.02477, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.7525, "top5_acc": 0.96125, "loss_cls": 1.19311, "loss": 1.19311, "time": 0.22405}
+{"mode": "train", "epoch": 10, "iter": 300, "lr": 0.02477, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.7575, "top5_acc": 0.96312, "loss_cls": 1.14471, "loss": 1.14471, "time": 0.22459}
+{"mode": "train", "epoch": 10, "iter": 400, "lr": 0.02477, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.73812, "top5_acc": 0.95375, "loss_cls": 1.24805, "loss": 1.24805, "time": 0.22459}
+{"mode": "train", "epoch": 10, "iter": 500, "lr": 0.02477, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.7675, "top5_acc": 0.965, "loss_cls": 1.12639, "loss": 1.12639, "time": 0.22478}
+{"mode": "train", "epoch": 10, "iter": 600, "lr": 0.02477, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.74812, "top5_acc": 0.96938, "loss_cls": 1.15348, "loss": 1.15348, "time": 0.22485}
+{"mode": "train", "epoch": 10, "iter": 700, "lr": 0.02476, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.755, "top5_acc": 0.95625, "loss_cls": 1.2149, "loss": 1.2149, "time": 0.22694}
+{"mode": "train", "epoch": 10, "iter": 800, "lr": 0.02476, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.77438, "top5_acc": 0.96125, "loss_cls": 1.11352, "loss": 1.11352, "time": 0.2247}
+{"mode": "train", "epoch": 10, "iter": 900, "lr": 0.02476, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.75125, "top5_acc": 0.95688, "loss_cls": 1.17062, "loss": 1.17062, "time": 0.22478}
+{"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.02476, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.77125, "top5_acc": 0.96625, "loss_cls": 1.13381, "loss": 1.13381, "time": 0.22511}
+{"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.02476, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.75438, "top5_acc": 0.97188, "loss_cls": 1.12195, "loss": 1.12195, "time": 0.22507}
+{"mode": "train", "epoch": 10, "iter": 1200, "lr": 0.02475, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.74312, "top5_acc": 0.96875, "loss_cls": 1.20514, "loss": 1.20514, "time": 0.22504}
+{"mode": "train", "epoch": 10, "iter": 1300, "lr": 0.02475, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.7575, "top5_acc": 0.96625, "loss_cls": 1.12896, "loss": 1.12896, "time": 0.22529}
+{"mode": "train", "epoch": 10, "iter": 1400, "lr": 0.02475, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.72688, "top5_acc": 0.9575, "loss_cls": 1.27236, "loss": 1.27236, "time": 0.22444}
+{"mode": "train", "epoch": 10, "iter": 1500, "lr": 0.02475, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.755, "top5_acc": 0.96, "loss_cls": 1.19662, "loss": 1.19662, "time": 0.22485}
+{"mode": "train", "epoch": 10, "iter": 1600, "lr": 0.02474, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.72812, "top5_acc": 0.96375, "loss_cls": 1.22056, "loss": 1.22056, "time": 0.2251}
+{"mode": "train", "epoch": 10, "iter": 1700, "lr": 0.02474, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.77062, "top5_acc": 0.95625, "loss_cls": 1.14757, "loss": 1.14757, "time": 0.22478}
+{"mode": "train", "epoch": 10, "iter": 1800, "lr": 0.02474, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.75188, "top5_acc": 0.95938, "loss_cls": 1.14708, "loss": 1.14708, "time": 0.22511}
+{"mode": "train", "epoch": 10, "iter": 1900, "lr": 0.02474, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.76062, "top5_acc": 0.97312, "loss_cls": 1.10831, "loss": 1.10831, "time": 0.22454}
+{"mode": "train", "epoch": 10, "iter": 2000, "lr": 0.02473, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.75625, "top5_acc": 0.9625, "loss_cls": 1.1919, "loss": 1.1919, "time": 0.22444}
+{"mode": "train", "epoch": 10, "iter": 2100, "lr": 0.02473, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.76, "top5_acc": 0.96062, "loss_cls": 1.13283, "loss": 1.13283, "time": 0.22458}
+{"mode": "train", "epoch": 10, "iter": 2200, "lr": 0.02473, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.75812, "top5_acc": 0.95625, "loss_cls": 1.16696, "loss": 1.16696, "time": 0.22456}
+{"mode": "train", "epoch": 10, "iter": 2300, "lr": 0.02473, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.75125, "top5_acc": 0.96062, "loss_cls": 1.15131, "loss": 1.15131, "time": 0.22643}
+{"mode": "val", "epoch": 10, "iter": 1184, "lr": 0.02473, "top1_acc": 0.79532, "top5_acc": 0.97565}
+{"mode": "train", "epoch": 11, "iter": 100, "lr": 0.02472, "memory": 6525, "data_time": 0.17371, "top1_acc": 0.77688, "top5_acc": 0.95812, "loss_cls": 1.09026, "loss": 1.09026, "time": 0.39888}
+{"mode": "train", "epoch": 11, "iter": 200, "lr": 0.02472, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.7575, "top5_acc": 0.96812, "loss_cls": 1.16088, "loss": 1.16088, "time": 0.2252}
+{"mode": "train", "epoch": 11, "iter": 300, "lr": 0.02472, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.7675, "top5_acc": 0.96125, "loss_cls": 1.12949, "loss": 1.12949, "time": 0.22548}
+{"mode": "train", "epoch": 11, "iter": 400, "lr": 0.02472, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.76875, "top5_acc": 0.95375, "loss_cls": 1.17795, "loss": 1.17795, "time": 0.22546}
+{"mode": "train", "epoch": 11, "iter": 500, "lr": 0.02472, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.76875, "top5_acc": 0.96438, "loss_cls": 1.10226, "loss": 1.10226, "time": 0.2252}
+{"mode": "train", "epoch": 11, "iter": 600, "lr": 0.02471, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.74625, "top5_acc": 0.96438, "loss_cls": 1.15366, "loss": 1.15366, "time": 0.22594}
+{"mode": "train", "epoch": 11, "iter": 700, "lr": 0.02471, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.76688, "top5_acc": 0.96125, "loss_cls": 1.15691, "loss": 1.15691, "time": 0.22589}
+{"mode": "train", "epoch": 11, "iter": 800, "lr": 0.02471, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.74438, "top5_acc": 0.96688, "loss_cls": 1.15381, "loss": 1.15381, "time": 0.22545}
+{"mode": "train", "epoch": 11, "iter": 900, "lr": 0.02471, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.76875, "top5_acc": 0.9625, "loss_cls": 1.13817, "loss": 1.13817, "time": 0.22739}
+{"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.0247, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.76188, "top5_acc": 0.96375, "loss_cls": 1.09455, "loss": 1.09455, "time": 0.22658}
+{"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.0247, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.75188, "top5_acc": 0.94812, "loss_cls": 1.23581, "loss": 1.23581, "time": 0.22602}
+{"mode": "train", "epoch": 11, "iter": 1200, "lr": 0.0247, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7725, "top5_acc": 0.95875, "loss_cls": 1.14917, "loss": 1.14917, "time": 0.22576}
+{"mode": "train", "epoch": 11, "iter": 1300, "lr": 0.0247, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.73438, "top5_acc": 0.96125, "loss_cls": 1.19206, "loss": 1.19206, "time": 0.22614}
+{"mode": "train", "epoch": 11, "iter": 1400, "lr": 0.02469, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.73562, "top5_acc": 0.94438, "loss_cls": 1.24267, "loss": 1.24267, "time": 0.22625}
+{"mode": "train", "epoch": 11, "iter": 1500, "lr": 0.02469, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.77938, "top5_acc": 0.9675, "loss_cls": 1.05652, "loss": 1.05652, "time": 0.22658}
+{"mode": "train", "epoch": 11, "iter": 1600, "lr": 0.02469, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.75438, "top5_acc": 0.95438, "loss_cls": 1.15487, "loss": 1.15487, "time": 0.22827}
+{"mode": "train", "epoch": 11, "iter": 1700, "lr": 0.02469, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.75062, "top5_acc": 0.95125, "loss_cls": 1.22396, "loss": 1.22396, "time": 0.22735}
+{"mode": "train", "epoch": 11, "iter": 1800, "lr": 0.02468, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.76375, "top5_acc": 0.96125, "loss_cls": 1.12228, "loss": 1.12228, "time": 0.22579}
+{"mode": "train", "epoch": 11, "iter": 1900, "lr": 0.02468, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.76312, "top5_acc": 0.95562, "loss_cls": 1.14153, "loss": 1.14153, "time": 0.22542}
+{"mode": "train", "epoch": 11, "iter": 2000, "lr": 0.02468, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7775, "top5_acc": 0.97062, "loss_cls": 1.05302, "loss": 1.05302, "time": 0.22543}
+{"mode": "train", "epoch": 11, "iter": 2100, "lr": 0.02468, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.76375, "top5_acc": 0.95938, "loss_cls": 1.15381, "loss": 1.15381, "time": 0.22609}
+{"mode": "train", "epoch": 11, "iter": 2200, "lr": 0.02467, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.75375, "top5_acc": 0.96875, "loss_cls": 1.14576, "loss": 1.14576, "time": 0.22675}
+{"mode": "train", "epoch": 11, "iter": 2300, "lr": 0.02467, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.75, "top5_acc": 0.96438, "loss_cls": 1.13991, "loss": 1.13991, "time": 0.22586}
+{"mode": "val", "epoch": 11, "iter": 1184, "lr": 0.02467, "top1_acc": 0.78333, "top5_acc": 0.97613}
+{"mode": "train", "epoch": 12, "iter": 100, "lr": 0.02467, "memory": 6525, "data_time": 0.16814, "top1_acc": 0.77312, "top5_acc": 0.95562, "loss_cls": 1.10065, "loss": 1.10065, "time": 0.39205}
+{"mode": "train", "epoch": 12, "iter": 200, "lr": 0.02466, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.78875, "top5_acc": 0.95812, "loss_cls": 1.08247, "loss": 1.08247, "time": 0.22415}
+{"mode": "train", "epoch": 12, "iter": 300, "lr": 0.02466, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.76625, "top5_acc": 0.96188, "loss_cls": 1.10442, "loss": 1.10442, "time": 0.22564}
+{"mode": "train", "epoch": 12, "iter": 400, "lr": 0.02466, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79062, "top5_acc": 0.97125, "loss_cls": 1.01341, "loss": 1.01341, "time": 0.22631}
+{"mode": "train", "epoch": 12, "iter": 500, "lr": 0.02466, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77438, "top5_acc": 0.96438, "loss_cls": 1.09667, "loss": 1.09667, "time": 0.22659}
+{"mode": "train", "epoch": 12, "iter": 600, "lr": 0.02465, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.77812, "top5_acc": 0.96562, "loss_cls": 1.06478, "loss": 1.06478, "time": 0.2258}
+{"mode": "train", "epoch": 12, "iter": 700, "lr": 0.02465, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.76562, "top5_acc": 0.96062, "loss_cls": 1.13829, "loss": 1.13829, "time": 0.2255}
+{"mode": "train", "epoch": 12, "iter": 800, "lr": 0.02465, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.74938, "top5_acc": 0.96375, "loss_cls": 1.14012, "loss": 1.14012, "time": 0.22647}
+{"mode": "train", "epoch": 12, "iter": 900, "lr": 0.02465, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.75188, "top5_acc": 0.95938, "loss_cls": 1.21001, "loss": 1.21001, "time": 0.22558}
+{"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.02464, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.75688, "top5_acc": 0.95125, "loss_cls": 1.18014, "loss": 1.18014, "time": 0.22534}
+{"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.02464, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.76312, "top5_acc": 0.96188, "loss_cls": 1.12592, "loss": 1.12592, "time": 0.22506}
+{"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.02464, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.7675, "top5_acc": 0.96688, "loss_cls": 1.11566, "loss": 1.11566, "time": 0.22484}
+{"mode": "train", "epoch": 12, "iter": 1300, "lr": 0.02464, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.76125, "top5_acc": 0.94812, "loss_cls": 1.18329, "loss": 1.18329, "time": 0.22511}
+{"mode": "train", "epoch": 12, "iter": 1400, "lr": 0.02463, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.7425, "top5_acc": 0.96062, "loss_cls": 1.21979, "loss": 1.21979, "time": 0.22547}
+{"mode": "train", "epoch": 12, "iter": 1500, "lr": 0.02463, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7625, "top5_acc": 0.95812, "loss_cls": 1.1116, "loss": 1.1116, "time": 0.22542}
+{"mode": "train", "epoch": 12, "iter": 1600, "lr": 0.02463, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.77062, "top5_acc": 0.97062, "loss_cls": 1.08662, "loss": 1.08662, "time": 0.22484}
+{"mode": "train", "epoch": 12, "iter": 1700, "lr": 0.02463, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.75062, "top5_acc": 0.95375, "loss_cls": 1.16888, "loss": 1.16888, "time": 0.22489}
+{"mode": "train", "epoch": 12, "iter": 1800, "lr": 0.02462, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.755, "top5_acc": 0.95438, "loss_cls": 1.14477, "loss": 1.14477, "time": 0.22469}
+{"mode": "train", "epoch": 12, "iter": 1900, "lr": 0.02462, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.77125, "top5_acc": 0.9675, "loss_cls": 1.09013, "loss": 1.09013, "time": 0.22482}
+{"mode": "train", "epoch": 12, "iter": 2000, "lr": 0.02462, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.76625, "top5_acc": 0.96375, "loss_cls": 1.10802, "loss": 1.10802, "time": 0.22471}
+{"mode": "train", "epoch": 12, "iter": 2100, "lr": 0.02461, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.77, "top5_acc": 0.96625, "loss_cls": 1.0924, "loss": 1.0924, "time": 0.22515}
+{"mode": "train", "epoch": 12, "iter": 2200, "lr": 0.02461, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.77438, "top5_acc": 0.95625, "loss_cls": 1.0908, "loss": 1.0908, "time": 0.22487}
+{"mode": "train", "epoch": 12, "iter": 2300, "lr": 0.02461, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.75688, "top5_acc": 0.96, "loss_cls": 1.1612, "loss": 1.1612, "time": 0.22487}
+{"mode": "val", "epoch": 12, "iter": 1184, "lr": 0.02461, "top1_acc": 0.80102, "top5_acc": 0.97808}
+{"mode": "train", "epoch": 13, "iter": 100, "lr": 0.0246, "memory": 6525, "data_time": 0.16708, "top1_acc": 0.785, "top5_acc": 0.96438, "loss_cls": 1.08512, "loss": 1.08512, "time": 0.39235}
+{"mode": "train", "epoch": 13, "iter": 200, "lr": 0.0246, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.76562, "top5_acc": 0.96125, "loss_cls": 1.09146, "loss": 1.09146, "time": 0.2245}
+{"mode": "train", "epoch": 13, "iter": 300, "lr": 0.0246, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.77062, "top5_acc": 0.97188, "loss_cls": 1.06801, "loss": 1.06801, "time": 0.22454}
+{"mode": "train", "epoch": 13, "iter": 400, "lr": 0.0246, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.76625, "top5_acc": 0.96812, "loss_cls": 1.09851, "loss": 1.09851, "time": 0.22469}
+{"mode": "train", "epoch": 13, "iter": 500, "lr": 0.02459, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7675, "top5_acc": 0.965, "loss_cls": 1.10041, "loss": 1.10041, "time": 0.22558}
+{"mode": "train", "epoch": 13, "iter": 600, "lr": 0.02459, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.7725, "top5_acc": 0.96375, "loss_cls": 1.09314, "loss": 1.09314, "time": 0.22565}
+{"mode": "train", "epoch": 13, "iter": 700, "lr": 0.02459, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.78188, "top5_acc": 0.9625, "loss_cls": 1.04657, "loss": 1.04657, "time": 0.22592}
+{"mode": "train", "epoch": 13, "iter": 800, "lr": 0.02458, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.76438, "top5_acc": 0.95688, "loss_cls": 1.14639, "loss": 1.14639, "time": 0.2253}
+{"mode": "train", "epoch": 13, "iter": 900, "lr": 0.02458, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.76188, "top5_acc": 0.9625, "loss_cls": 1.13405, "loss": 1.13405, "time": 0.22685}
+{"mode": "train", "epoch": 13, "iter": 1000, "lr": 0.02458, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.77625, "top5_acc": 0.95875, "loss_cls": 1.11008, "loss": 1.11008, "time": 0.22545}
+{"mode": "train", "epoch": 13, "iter": 1100, "lr": 0.02458, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.75375, "top5_acc": 0.95875, "loss_cls": 1.17019, "loss": 1.17019, "time": 0.22501}
+{"mode": "train", "epoch": 13, "iter": 1200, "lr": 0.02457, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.76875, "top5_acc": 0.96938, "loss_cls": 1.06754, "loss": 1.06754, "time": 0.22584}
+{"mode": "train", "epoch": 13, "iter": 1300, "lr": 0.02457, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.75625, "top5_acc": 0.9625, "loss_cls": 1.10156, "loss": 1.10156, "time": 0.22504}
+{"mode": "train", "epoch": 13, "iter": 1400, "lr": 0.02457, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.75125, "top5_acc": 0.95688, "loss_cls": 1.16646, "loss": 1.16646, "time": 0.22497}
+{"mode": "train", "epoch": 13, "iter": 1500, "lr": 0.02456, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7875, "top5_acc": 0.95562, "loss_cls": 1.10502, "loss": 1.10502, "time": 0.22498}
+{"mode": "train", "epoch": 13, "iter": 1600, "lr": 0.02456, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.75938, "top5_acc": 0.96625, "loss_cls": 1.15319, "loss": 1.15319, "time": 0.22513}
+{"mode": "train", "epoch": 13, "iter": 1700, "lr": 0.02456, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.775, "top5_acc": 0.96125, "loss_cls": 1.11335, "loss": 1.11335, "time": 0.22527}
+{"mode": "train", "epoch": 13, "iter": 1800, "lr": 0.02456, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.77188, "top5_acc": 0.96562, "loss_cls": 1.07291, "loss": 1.07291, "time": 0.22524}
+{"mode": "train", "epoch": 13, "iter": 1900, "lr": 0.02455, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.78688, "top5_acc": 0.97188, "loss_cls": 1.003, "loss": 1.003, "time": 0.22515}
+{"mode": "train", "epoch": 13, "iter": 2000, "lr": 0.02455, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.74812, "top5_acc": 0.95812, "loss_cls": 1.16557, "loss": 1.16557, "time": 0.22454}
+{"mode": "train", "epoch": 13, "iter": 2100, "lr": 0.02455, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.75312, "top5_acc": 0.95438, "loss_cls": 1.19023, "loss": 1.19023, "time": 0.22493}
+{"mode": "train", "epoch": 13, "iter": 2200, "lr": 0.02454, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.775, "top5_acc": 0.96062, "loss_cls": 1.10255, "loss": 1.10255, "time": 0.22643}
+{"mode": "train", "epoch": 13, "iter": 2300, "lr": 0.02454, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.77938, "top5_acc": 0.96812, "loss_cls": 1.02544, "loss": 1.02544, "time": 0.22678}
+{"mode": "val", "epoch": 13, "iter": 1184, "lr": 0.02454, "top1_acc": 0.82928, "top5_acc": 0.97866}
+{"mode": "train", "epoch": 14, "iter": 100, "lr": 0.02454, "memory": 6525, "data_time": 0.1649, "top1_acc": 0.77438, "top5_acc": 0.96688, "loss_cls": 1.0724, "loss": 1.0724, "time": 0.38982}
+{"mode": "train", "epoch": 14, "iter": 200, "lr": 0.02453, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7825, "top5_acc": 0.9625, "loss_cls": 1.06113, "loss": 1.06113, "time": 0.22487}
+{"mode": "train", "epoch": 14, "iter": 300, "lr": 0.02453, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.76, "top5_acc": 0.96, "loss_cls": 1.10912, "loss": 1.10912, "time": 0.22504}
+{"mode": "train", "epoch": 14, "iter": 400, "lr": 0.02453, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.77438, "top5_acc": 0.9625, "loss_cls": 1.04598, "loss": 1.04598, "time": 0.22477}
+{"mode": "train", "epoch": 14, "iter": 500, "lr": 0.02452, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.79312, "top5_acc": 0.96562, "loss_cls": 1.04292, "loss": 1.04292, "time": 0.22492}
+{"mode": "train", "epoch": 14, "iter": 600, "lr": 0.02452, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.78125, "top5_acc": 0.96562, "loss_cls": 1.01989, "loss": 1.01989, "time": 0.22559}
+{"mode": "train", "epoch": 14, "iter": 700, "lr": 0.02452, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.77375, "top5_acc": 0.96438, "loss_cls": 1.02926, "loss": 1.02926, "time": 0.22556}
+{"mode": "train", "epoch": 14, "iter": 800, "lr": 0.02452, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.7875, "top5_acc": 0.96, "loss_cls": 1.02712, "loss": 1.02712, "time": 0.22501}
+{"mode": "train", "epoch": 14, "iter": 900, "lr": 0.02451, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.76375, "top5_acc": 0.96438, "loss_cls": 1.1596, "loss": 1.1596, "time": 0.22448}
+{"mode": "train", "epoch": 14, "iter": 1000, "lr": 0.02451, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.75375, "top5_acc": 0.95938, "loss_cls": 1.19246, "loss": 1.19246, "time": 0.22516}
+{"mode": "train", "epoch": 14, "iter": 1100, "lr": 0.02451, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.7725, "top5_acc": 0.96375, "loss_cls": 1.10106, "loss": 1.10106, "time": 0.22567}
+{"mode": "train", "epoch": 14, "iter": 1200, "lr": 0.0245, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.76938, "top5_acc": 0.95688, "loss_cls": 1.12795, "loss": 1.12795, "time": 0.22585}
+{"mode": "train", "epoch": 14, "iter": 1300, "lr": 0.0245, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.76312, "top5_acc": 0.97062, "loss_cls": 1.1129, "loss": 1.1129, "time": 0.2263}
+{"mode": "train", "epoch": 14, "iter": 1400, "lr": 0.0245, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.76562, "top5_acc": 0.96375, "loss_cls": 1.09371, "loss": 1.09371, "time": 0.22605}
+{"mode": "train", "epoch": 14, "iter": 1500, "lr": 0.02449, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.76, "top5_acc": 0.9625, "loss_cls": 1.12905, "loss": 1.12905, "time": 0.22619}
+{"mode": "train", "epoch": 14, "iter": 1600, "lr": 0.02449, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.76562, "top5_acc": 0.9675, "loss_cls": 1.07167, "loss": 1.07167, "time": 0.2261}
+{"mode": "train", "epoch": 14, "iter": 1700, "lr": 0.02449, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.75938, "top5_acc": 0.96375, "loss_cls": 1.10294, "loss": 1.10294, "time": 0.22564}
+{"mode": "train", "epoch": 14, "iter": 1800, "lr": 0.02448, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.76562, "top5_acc": 0.9575, "loss_cls": 1.17194, "loss": 1.17194, "time": 0.22589}
+{"mode": "train", "epoch": 14, "iter": 1900, "lr": 0.02448, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.75312, "top5_acc": 0.96, "loss_cls": 1.14833, "loss": 1.14833, "time": 0.22592}
+{"mode": "train", "epoch": 14, "iter": 2000, "lr": 0.02448, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.76875, "top5_acc": 0.96938, "loss_cls": 1.05874, "loss": 1.05874, "time": 0.22531}
+{"mode": "train", "epoch": 14, "iter": 2100, "lr": 0.02447, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80125, "top5_acc": 0.96312, "loss_cls": 1.00206, "loss": 1.00206, "time": 0.22589}
+{"mode": "train", "epoch": 14, "iter": 2200, "lr": 0.02447, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.79, "top5_acc": 0.96688, "loss_cls": 1.01553, "loss": 1.01553, "time": 0.22502}
+{"mode": "train", "epoch": 14, "iter": 2300, "lr": 0.02447, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.78, "top5_acc": 0.9625, "loss_cls": 1.04747, "loss": 1.04747, "time": 0.22441}
+{"mode": "val", "epoch": 14, "iter": 1184, "lr": 0.02447, "top1_acc": 0.80324, "top5_acc": 0.9794}
+{"mode": "train", "epoch": 15, "iter": 100, "lr": 0.02446, "memory": 6525, "data_time": 0.17519, "top1_acc": 0.785, "top5_acc": 0.96938, "loss_cls": 1.04305, "loss": 1.04305, "time": 0.40022}
+{"mode": "train", "epoch": 15, "iter": 200, "lr": 0.02446, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.77, "top5_acc": 0.96875, "loss_cls": 1.0715, "loss": 1.0715, "time": 0.22454}
+{"mode": "train", "epoch": 15, "iter": 300, "lr": 0.02446, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.7775, "top5_acc": 0.97, "loss_cls": 1.03373, "loss": 1.03373, "time": 0.22624}
+{"mode": "train", "epoch": 15, "iter": 400, "lr": 0.02445, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79375, "top5_acc": 0.96062, "loss_cls": 1.03292, "loss": 1.03292, "time": 0.22549}
+{"mode": "train", "epoch": 15, "iter": 500, "lr": 0.02445, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.77812, "top5_acc": 0.96125, "loss_cls": 1.10898, "loss": 1.10898, "time": 0.22524}
+{"mode": "train", "epoch": 15, "iter": 600, "lr": 0.02445, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.78438, "top5_acc": 0.96, "loss_cls": 1.06048, "loss": 1.06048, "time": 0.22623}
+{"mode": "train", "epoch": 15, "iter": 700, "lr": 0.02444, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.76625, "top5_acc": 0.95688, "loss_cls": 1.10835, "loss": 1.10835, "time": 0.22532}
+{"mode": "train", "epoch": 15, "iter": 800, "lr": 0.02444, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77375, "top5_acc": 0.95938, "loss_cls": 1.08902, "loss": 1.08902, "time": 0.22736}
+{"mode": "train", "epoch": 15, "iter": 900, "lr": 0.02444, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.76125, "top5_acc": 0.96, "loss_cls": 1.11029, "loss": 1.11029, "time": 0.22779}
+{"mode": "train", "epoch": 15, "iter": 1000, "lr": 0.02443, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.78188, "top5_acc": 0.96625, "loss_cls": 1.02759, "loss": 1.02759, "time": 0.22565}
+{"mode": "train", "epoch": 15, "iter": 1100, "lr": 0.02443, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79125, "top5_acc": 0.97, "loss_cls": 1.02097, "loss": 1.02097, "time": 0.22672}
+{"mode": "train", "epoch": 15, "iter": 1200, "lr": 0.02443, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.775, "top5_acc": 0.9625, "loss_cls": 1.09887, "loss": 1.09887, "time": 0.22542}
+{"mode": "train", "epoch": 15, "iter": 1300, "lr": 0.02442, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.77562, "top5_acc": 0.96812, "loss_cls": 1.06385, "loss": 1.06385, "time": 0.22529}
+{"mode": "train", "epoch": 15, "iter": 1400, "lr": 0.02442, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7575, "top5_acc": 0.96438, "loss_cls": 1.10817, "loss": 1.10817, "time": 0.22522}
+{"mode": "train", "epoch": 15, "iter": 1500, "lr": 0.02442, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7675, "top5_acc": 0.95938, "loss_cls": 1.10059, "loss": 1.10059, "time": 0.22537}
+{"mode": "train", "epoch": 15, "iter": 1600, "lr": 0.02441, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.75688, "top5_acc": 0.95375, "loss_cls": 1.14513, "loss": 1.14513, "time": 0.22555}
+{"mode": "train", "epoch": 15, "iter": 1700, "lr": 0.02441, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.78562, "top5_acc": 0.96875, "loss_cls": 1.021, "loss": 1.021, "time": 0.22497}
+{"mode": "train", "epoch": 15, "iter": 1800, "lr": 0.02441, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.79312, "top5_acc": 0.96938, "loss_cls": 0.99591, "loss": 0.99591, "time": 0.22532}
+{"mode": "train", "epoch": 15, "iter": 1900, "lr": 0.0244, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.76625, "top5_acc": 0.96812, "loss_cls": 1.09085, "loss": 1.09085, "time": 0.22542}
+{"mode": "train", "epoch": 15, "iter": 2000, "lr": 0.0244, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.77062, "top5_acc": 0.97312, "loss_cls": 1.04568, "loss": 1.04568, "time": 0.22555}
+{"mode": "train", "epoch": 15, "iter": 2100, "lr": 0.0244, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.78375, "top5_acc": 0.965, "loss_cls": 1.03372, "loss": 1.03372, "time": 0.2256}
+{"mode": "train", "epoch": 15, "iter": 2200, "lr": 0.02439, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.79562, "top5_acc": 0.96312, "loss_cls": 1.05465, "loss": 1.05465, "time": 0.22517}
+{"mode": "train", "epoch": 15, "iter": 2300, "lr": 0.02439, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.7725, "top5_acc": 0.96, "loss_cls": 1.07006, "loss": 1.07006, "time": 0.22478}
+{"mode": "val", "epoch": 15, "iter": 1184, "lr": 0.02439, "top1_acc": 0.7828, "top5_acc": 0.97364}
+{"mode": "train", "epoch": 16, "iter": 100, "lr": 0.02438, "memory": 6525, "data_time": 0.17305, "top1_acc": 0.81375, "top5_acc": 0.97125, "loss_cls": 0.91247, "loss": 0.91247, "time": 0.39775}
+{"mode": "train", "epoch": 16, "iter": 200, "lr": 0.02438, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.78438, "top5_acc": 0.96688, "loss_cls": 1.03179, "loss": 1.03179, "time": 0.22599}
+{"mode": "train", "epoch": 16, "iter": 300, "lr": 0.02438, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.77688, "top5_acc": 0.95875, "loss_cls": 1.09796, "loss": 1.09796, "time": 0.22536}
+{"mode": "train", "epoch": 16, "iter": 400, "lr": 0.02437, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.76625, "top5_acc": 0.96688, "loss_cls": 1.05914, "loss": 1.05914, "time": 0.22563}
+{"mode": "train", "epoch": 16, "iter": 500, "lr": 0.02437, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.77875, "top5_acc": 0.965, "loss_cls": 1.06524, "loss": 1.06524, "time": 0.22514}
+{"mode": "train", "epoch": 16, "iter": 600, "lr": 0.02437, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80062, "top5_acc": 0.96375, "loss_cls": 1.02156, "loss": 1.02156, "time": 0.22479}
+{"mode": "train", "epoch": 16, "iter": 700, "lr": 0.02436, "memory": 6525, "data_time": 0.00032, "top1_acc": 0.79, "top5_acc": 0.96188, "loss_cls": 1.01509, "loss": 1.01509, "time": 0.22585}
+{"mode": "train", "epoch": 16, "iter": 800, "lr": 0.02436, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78, "top5_acc": 0.96625, "loss_cls": 1.05448, "loss": 1.05448, "time": 0.22568}
+{"mode": "train", "epoch": 16, "iter": 900, "lr": 0.02436, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.7875, "top5_acc": 0.97, "loss_cls": 1.01634, "loss": 1.01634, "time": 0.22535}
+{"mode": "train", "epoch": 16, "iter": 1000, "lr": 0.02435, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.7975, "top5_acc": 0.97125, "loss_cls": 0.98548, "loss": 0.98548, "time": 0.22544}
+{"mode": "train", "epoch": 16, "iter": 1100, "lr": 0.02435, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.77562, "top5_acc": 0.97062, "loss_cls": 1.03143, "loss": 1.03143, "time": 0.22671}
+{"mode": "train", "epoch": 16, "iter": 1200, "lr": 0.02435, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.77188, "top5_acc": 0.95688, "loss_cls": 1.08833, "loss": 1.08833, "time": 0.22583}
+{"mode": "train", "epoch": 16, "iter": 1300, "lr": 0.02434, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77875, "top5_acc": 0.97125, "loss_cls": 1.03217, "loss": 1.03217, "time": 0.22555}
+{"mode": "train", "epoch": 16, "iter": 1400, "lr": 0.02434, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78812, "top5_acc": 0.9675, "loss_cls": 1.01211, "loss": 1.01211, "time": 0.22522}
+{"mode": "train", "epoch": 16, "iter": 1500, "lr": 0.02434, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78375, "top5_acc": 0.96625, "loss_cls": 1.04511, "loss": 1.04511, "time": 0.22483}
+{"mode": "train", "epoch": 16, "iter": 1600, "lr": 0.02433, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.77562, "top5_acc": 0.9625, "loss_cls": 1.07803, "loss": 1.07803, "time": 0.225}
+{"mode": "train", "epoch": 16, "iter": 1700, "lr": 0.02433, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.77688, "top5_acc": 0.96375, "loss_cls": 1.07475, "loss": 1.07475, "time": 0.22468}
+{"mode": "train", "epoch": 16, "iter": 1800, "lr": 0.02432, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79188, "top5_acc": 0.96938, "loss_cls": 1.01319, "loss": 1.01319, "time": 0.22494}
+{"mode": "train", "epoch": 16, "iter": 1900, "lr": 0.02432, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.78125, "top5_acc": 0.96688, "loss_cls": 1.01656, "loss": 1.01656, "time": 0.22491}
+{"mode": "train", "epoch": 16, "iter": 2000, "lr": 0.02432, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.78938, "top5_acc": 0.96, "loss_cls": 1.02886, "loss": 1.02886, "time": 0.22593}
+{"mode": "train", "epoch": 16, "iter": 2100, "lr": 0.02431, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.78375, "top5_acc": 0.96188, "loss_cls": 1.04099, "loss": 1.04099, "time": 0.22452}
+{"mode": "train", "epoch": 16, "iter": 2200, "lr": 0.02431, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.76125, "top5_acc": 0.96562, "loss_cls": 1.0971, "loss": 1.0971, "time": 0.22535}
+{"mode": "train", "epoch": 16, "iter": 2300, "lr": 0.02431, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.78, "top5_acc": 0.96188, "loss_cls": 1.04848, "loss": 1.04848, "time": 0.22536}
+{"mode": "val", "epoch": 16, "iter": 1184, "lr": 0.0243, "top1_acc": 0.83177, "top5_acc": 0.98252}
+{"mode": "train", "epoch": 17, "iter": 100, "lr": 0.0243, "memory": 6525, "data_time": 0.17072, "top1_acc": 0.79312, "top5_acc": 0.96875, "loss_cls": 0.97114, "loss": 0.97114, "time": 0.39667}
+{"mode": "train", "epoch": 17, "iter": 200, "lr": 0.0243, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.775, "top5_acc": 0.97, "loss_cls": 1.0336, "loss": 1.0336, "time": 0.22515}
+{"mode": "train", "epoch": 17, "iter": 300, "lr": 0.02429, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.78625, "top5_acc": 0.97312, "loss_cls": 1.00075, "loss": 1.00075, "time": 0.22498}
+{"mode": "train", "epoch": 17, "iter": 400, "lr": 0.02429, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.78625, "top5_acc": 0.9625, "loss_cls": 1.03087, "loss": 1.03087, "time": 0.22501}
+{"mode": "train", "epoch": 17, "iter": 500, "lr": 0.02429, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79625, "top5_acc": 0.97, "loss_cls": 0.95215, "loss": 0.95215, "time": 0.22513}
+{"mode": "train", "epoch": 17, "iter": 600, "lr": 0.02428, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.76875, "top5_acc": 0.96438, "loss_cls": 1.06515, "loss": 1.06515, "time": 0.22488}
+{"mode": "train", "epoch": 17, "iter": 700, "lr": 0.02428, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79062, "top5_acc": 0.9675, "loss_cls": 0.99019, "loss": 0.99019, "time": 0.22496}
+{"mode": "train", "epoch": 17, "iter": 800, "lr": 0.02428, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79625, "top5_acc": 0.97062, "loss_cls": 0.97565, "loss": 0.97565, "time": 0.22483}
+{"mode": "train", "epoch": 17, "iter": 900, "lr": 0.02427, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.78625, "top5_acc": 0.96625, "loss_cls": 1.02271, "loss": 1.02271, "time": 0.22791}
+{"mode": "train", "epoch": 17, "iter": 1000, "lr": 0.02427, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.78125, "top5_acc": 0.96562, "loss_cls": 1.05678, "loss": 1.05678, "time": 0.22692}
+{"mode": "train", "epoch": 17, "iter": 1100, "lr": 0.02426, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.76875, "top5_acc": 0.96438, "loss_cls": 1.0656, "loss": 1.0656, "time": 0.22616}
+{"mode": "train", "epoch": 17, "iter": 1200, "lr": 0.02426, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.77875, "top5_acc": 0.9625, "loss_cls": 1.0403, "loss": 1.0403, "time": 0.22578}
+{"mode": "train", "epoch": 17, "iter": 1300, "lr": 0.02426, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.76938, "top5_acc": 0.9725, "loss_cls": 1.07602, "loss": 1.07602, "time": 0.22531}
+{"mode": "train", "epoch": 17, "iter": 1400, "lr": 0.02425, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.7925, "top5_acc": 0.96188, "loss_cls": 1.03717, "loss": 1.03717, "time": 0.22571}
+{"mode": "train", "epoch": 17, "iter": 1500, "lr": 0.02425, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.78562, "top5_acc": 0.96812, "loss_cls": 1.00726, "loss": 1.00726, "time": 0.22674}
+{"mode": "train", "epoch": 17, "iter": 1600, "lr": 0.02425, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.78125, "top5_acc": 0.96625, "loss_cls": 1.0138, "loss": 1.0138, "time": 0.22509}
+{"mode": "train", "epoch": 17, "iter": 1700, "lr": 0.02424, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78938, "top5_acc": 0.975, "loss_cls": 0.97586, "loss": 0.97586, "time": 0.22551}
+{"mode": "train", "epoch": 17, "iter": 1800, "lr": 0.02424, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.785, "top5_acc": 0.96625, "loss_cls": 1.03407, "loss": 1.03407, "time": 0.22592}
+{"mode": "train", "epoch": 17, "iter": 1900, "lr": 0.02423, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.7975, "top5_acc": 0.9725, "loss_cls": 0.96621, "loss": 0.96621, "time": 0.22564}
+{"mode": "train", "epoch": 17, "iter": 2000, "lr": 0.02423, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7775, "top5_acc": 0.96188, "loss_cls": 1.04254, "loss": 1.04254, "time": 0.22497}
+{"mode": "train", "epoch": 17, "iter": 2100, "lr": 0.02423, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.78688, "top5_acc": 0.96688, "loss_cls": 1.02088, "loss": 1.02088, "time": 0.22804}
+{"mode": "train", "epoch": 17, "iter": 2200, "lr": 0.02422, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.78125, "top5_acc": 0.96938, "loss_cls": 1.02108, "loss": 1.02108, "time": 0.22673}
+{"mode": "train", "epoch": 17, "iter": 2300, "lr": 0.02422, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.77938, "top5_acc": 0.9625, "loss_cls": 1.08154, "loss": 1.08154, "time": 0.22644}
+{"mode": "val", "epoch": 17, "iter": 1184, "lr": 0.02422, "top1_acc": 0.824, "top5_acc": 0.98003}
+{"mode": "train", "epoch": 18, "iter": 100, "lr": 0.02421, "memory": 6525, "data_time": 0.1686, "top1_acc": 0.79375, "top5_acc": 0.9675, "loss_cls": 1.00226, "loss": 1.00226, "time": 0.39382}
+{"mode": "train", "epoch": 18, "iter": 200, "lr": 0.02421, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.77875, "top5_acc": 0.9625, "loss_cls": 1.00826, "loss": 1.00826, "time": 0.22504}
+{"mode": "train", "epoch": 18, "iter": 300, "lr": 0.0242, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.77, "top5_acc": 0.96438, "loss_cls": 1.07884, "loss": 1.07884, "time": 0.22569}
+{"mode": "train", "epoch": 18, "iter": 400, "lr": 0.0242, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78812, "top5_acc": 0.96062, "loss_cls": 1.02727, "loss": 1.02727, "time": 0.22613}
+{"mode": "train", "epoch": 18, "iter": 500, "lr": 0.0242, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.78188, "top5_acc": 0.9675, "loss_cls": 1.01491, "loss": 1.01491, "time": 0.22555}
+{"mode": "train", "epoch": 18, "iter": 600, "lr": 0.02419, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80188, "top5_acc": 0.96812, "loss_cls": 0.93436, "loss": 0.93436, "time": 0.2254}
+{"mode": "train", "epoch": 18, "iter": 700, "lr": 0.02419, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79188, "top5_acc": 0.96562, "loss_cls": 0.97708, "loss": 0.97708, "time": 0.22471}
+{"mode": "train", "epoch": 18, "iter": 800, "lr": 0.02418, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.79062, "top5_acc": 0.96312, "loss_cls": 1.01229, "loss": 1.01229, "time": 0.22533}
+{"mode": "train", "epoch": 18, "iter": 900, "lr": 0.02418, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79125, "top5_acc": 0.97562, "loss_cls": 0.93301, "loss": 0.93301, "time": 0.22658}
+{"mode": "train", "epoch": 18, "iter": 1000, "lr": 0.02418, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.77875, "top5_acc": 0.96375, "loss_cls": 1.01872, "loss": 1.01872, "time": 0.22527}
+{"mode": "train", "epoch": 18, "iter": 1100, "lr": 0.02417, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.78375, "top5_acc": 0.96062, "loss_cls": 1.04698, "loss": 1.04698, "time": 0.22805}
+{"mode": "train", "epoch": 18, "iter": 1200, "lr": 0.02417, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.795, "top5_acc": 0.96312, "loss_cls": 0.97793, "loss": 0.97793, "time": 0.22663}
+{"mode": "train", "epoch": 18, "iter": 1300, "lr": 0.02416, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8175, "top5_acc": 0.97188, "loss_cls": 0.92456, "loss": 0.92456, "time": 0.22645}
+{"mode": "train", "epoch": 18, "iter": 1400, "lr": 0.02416, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.78062, "top5_acc": 0.96938, "loss_cls": 1.02318, "loss": 1.02318, "time": 0.22523}
+{"mode": "train", "epoch": 18, "iter": 1500, "lr": 0.02416, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.78625, "top5_acc": 0.96188, "loss_cls": 1.04823, "loss": 1.04823, "time": 0.22554}
+{"mode": "train", "epoch": 18, "iter": 1600, "lr": 0.02415, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.77625, "top5_acc": 0.96438, "loss_cls": 1.00921, "loss": 1.00921, "time": 0.22536}
+{"mode": "train", "epoch": 18, "iter": 1700, "lr": 0.02415, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80125, "top5_acc": 0.96688, "loss_cls": 0.98585, "loss": 0.98585, "time": 0.22551}
+{"mode": "train", "epoch": 18, "iter": 1800, "lr": 0.02414, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80188, "top5_acc": 0.97, "loss_cls": 0.96285, "loss": 0.96285, "time": 0.22553}
+{"mode": "train", "epoch": 18, "iter": 1900, "lr": 0.02414, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.77375, "top5_acc": 0.96438, "loss_cls": 1.05623, "loss": 1.05623, "time": 0.22568}
+{"mode": "train", "epoch": 18, "iter": 2000, "lr": 0.02414, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.76938, "top5_acc": 0.97188, "loss_cls": 1.05494, "loss": 1.05494, "time": 0.22614}
+{"mode": "train", "epoch": 18, "iter": 2100, "lr": 0.02413, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79062, "top5_acc": 0.96875, "loss_cls": 0.97523, "loss": 0.97523, "time": 0.22521}
+{"mode": "train", "epoch": 18, "iter": 2200, "lr": 0.02413, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.77, "top5_acc": 0.97188, "loss_cls": 1.00664, "loss": 1.00664, "time": 0.22569}
+{"mode": "train", "epoch": 18, "iter": 2300, "lr": 0.02412, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79188, "top5_acc": 0.96625, "loss_cls": 0.98915, "loss": 0.98915, "time": 0.22571}
+{"mode": "val", "epoch": 18, "iter": 1184, "lr": 0.02412, "top1_acc": 0.80625, "top5_acc": 0.97866}
+{"mode": "train", "epoch": 19, "iter": 100, "lr": 0.02412, "memory": 6525, "data_time": 0.17003, "top1_acc": 0.7725, "top5_acc": 0.96562, "loss_cls": 1.04869, "loss": 1.04869, "time": 0.39471}
+{"mode": "train", "epoch": 19, "iter": 200, "lr": 0.02411, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81188, "top5_acc": 0.9775, "loss_cls": 0.93156, "loss": 0.93156, "time": 0.2244}
+{"mode": "train", "epoch": 19, "iter": 300, "lr": 0.02411, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.79938, "top5_acc": 0.96375, "loss_cls": 0.99544, "loss": 0.99544, "time": 0.22457}
+{"mode": "train", "epoch": 19, "iter": 400, "lr": 0.02411, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.78625, "top5_acc": 0.96938, "loss_cls": 1.01911, "loss": 1.01911, "time": 0.22491}
+{"mode": "train", "epoch": 19, "iter": 500, "lr": 0.0241, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.77438, "top5_acc": 0.96562, "loss_cls": 1.06202, "loss": 1.06202, "time": 0.22511}
+{"mode": "train", "epoch": 19, "iter": 600, "lr": 0.0241, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79688, "top5_acc": 0.9625, "loss_cls": 0.98868, "loss": 0.98868, "time": 0.22526}
+{"mode": "train", "epoch": 19, "iter": 700, "lr": 0.02409, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.78688, "top5_acc": 0.9675, "loss_cls": 1.00473, "loss": 1.00473, "time": 0.22554}
+{"mode": "train", "epoch": 19, "iter": 800, "lr": 0.02409, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.78125, "top5_acc": 0.96688, "loss_cls": 1.03577, "loss": 1.03577, "time": 0.22618}
+{"mode": "train", "epoch": 19, "iter": 900, "lr": 0.02409, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8025, "top5_acc": 0.9675, "loss_cls": 0.97494, "loss": 0.97494, "time": 0.22648}
+{"mode": "train", "epoch": 19, "iter": 1000, "lr": 0.02408, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79062, "top5_acc": 0.97188, "loss_cls": 1.01531, "loss": 1.01531, "time": 0.22599}
+{"mode": "train", "epoch": 19, "iter": 1100, "lr": 0.02408, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.78125, "top5_acc": 0.96938, "loss_cls": 0.99601, "loss": 0.99601, "time": 0.22647}
+{"mode": "train", "epoch": 19, "iter": 1200, "lr": 0.02407, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79812, "top5_acc": 0.96875, "loss_cls": 0.9606, "loss": 0.9606, "time": 0.22652}
+{"mode": "train", "epoch": 19, "iter": 1300, "lr": 0.02407, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8125, "top5_acc": 0.97062, "loss_cls": 0.95294, "loss": 0.95294, "time": 0.22581}
+{"mode": "train", "epoch": 19, "iter": 1400, "lr": 0.02406, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80438, "top5_acc": 0.965, "loss_cls": 0.96675, "loss": 0.96675, "time": 0.22565}
+{"mode": "train", "epoch": 19, "iter": 1500, "lr": 0.02406, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.765, "top5_acc": 0.96688, "loss_cls": 1.05883, "loss": 1.05883, "time": 0.22547}
+{"mode": "train", "epoch": 19, "iter": 1600, "lr": 0.02406, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.78562, "top5_acc": 0.96938, "loss_cls": 0.99821, "loss": 0.99821, "time": 0.22543}
+{"mode": "train", "epoch": 19, "iter": 1700, "lr": 0.02405, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.785, "top5_acc": 0.97125, "loss_cls": 0.97267, "loss": 0.97267, "time": 0.22506}
+{"mode": "train", "epoch": 19, "iter": 1800, "lr": 0.02405, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79188, "top5_acc": 0.9675, "loss_cls": 0.9964, "loss": 0.9964, "time": 0.2252}
+{"mode": "train", "epoch": 19, "iter": 1900, "lr": 0.02404, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.77875, "top5_acc": 0.97125, "loss_cls": 1.05958, "loss": 1.05958, "time": 0.22524}
+{"mode": "train", "epoch": 19, "iter": 2000, "lr": 0.02404, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.7875, "top5_acc": 0.97438, "loss_cls": 0.98346, "loss": 0.98346, "time": 0.22491}
+{"mode": "train", "epoch": 19, "iter": 2100, "lr": 0.02403, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.79188, "top5_acc": 0.965, "loss_cls": 0.99974, "loss": 0.99974, "time": 0.2246}
+{"mode": "train", "epoch": 19, "iter": 2200, "lr": 0.02403, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.78, "top5_acc": 0.96688, "loss_cls": 1.06566, "loss": 1.06566, "time": 0.22484}
+{"mode": "train", "epoch": 19, "iter": 2300, "lr": 0.02403, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.79562, "top5_acc": 0.96688, "loss_cls": 0.99622, "loss": 0.99622, "time": 0.22462}
+{"mode": "val", "epoch": 19, "iter": 1184, "lr": 0.02402, "top1_acc": 0.83002, "top5_acc": 0.98199}
+{"mode": "train", "epoch": 20, "iter": 100, "lr": 0.02402, "memory": 6525, "data_time": 0.16953, "top1_acc": 0.79375, "top5_acc": 0.96438, "loss_cls": 0.98475, "loss": 0.98475, "time": 0.39625}
+{"mode": "train", "epoch": 20, "iter": 200, "lr": 0.02401, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.79188, "top5_acc": 0.9725, "loss_cls": 0.94652, "loss": 0.94652, "time": 0.22493}
+{"mode": "train", "epoch": 20, "iter": 300, "lr": 0.02401, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.78688, "top5_acc": 0.96938, "loss_cls": 1.00313, "loss": 1.00313, "time": 0.22497}
+{"mode": "train", "epoch": 20, "iter": 400, "lr": 0.02401, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.79312, "top5_acc": 0.9775, "loss_cls": 0.94321, "loss": 0.94321, "time": 0.22531}
+{"mode": "train", "epoch": 20, "iter": 500, "lr": 0.024, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.79688, "top5_acc": 0.96562, "loss_cls": 0.96949, "loss": 0.96949, "time": 0.2247}
+{"mode": "train", "epoch": 20, "iter": 600, "lr": 0.024, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.795, "top5_acc": 0.97, "loss_cls": 0.97677, "loss": 0.97677, "time": 0.22479}
+{"mode": "train", "epoch": 20, "iter": 700, "lr": 0.02399, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80875, "top5_acc": 0.965, "loss_cls": 0.91996, "loss": 0.91996, "time": 0.22604}
+{"mode": "train", "epoch": 20, "iter": 800, "lr": 0.02399, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80812, "top5_acc": 0.9725, "loss_cls": 0.89677, "loss": 0.89677, "time": 0.22499}
+{"mode": "train", "epoch": 20, "iter": 900, "lr": 0.02398, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.76625, "top5_acc": 0.95875, "loss_cls": 1.09599, "loss": 1.09599, "time": 0.2245}
+{"mode": "train", "epoch": 20, "iter": 1000, "lr": 0.02398, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.77562, "top5_acc": 0.96562, "loss_cls": 1.0257, "loss": 1.0257, "time": 0.22704}
+{"mode": "train", "epoch": 20, "iter": 1100, "lr": 0.02398, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79312, "top5_acc": 0.96875, "loss_cls": 0.98476, "loss": 0.98476, "time": 0.22652}
+{"mode": "train", "epoch": 20, "iter": 1200, "lr": 0.02397, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78188, "top5_acc": 0.97125, "loss_cls": 0.99622, "loss": 0.99622, "time": 0.22613}
+{"mode": "train", "epoch": 20, "iter": 1300, "lr": 0.02397, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79375, "top5_acc": 0.96875, "loss_cls": 0.98827, "loss": 0.98827, "time": 0.22676}
+{"mode": "train", "epoch": 20, "iter": 1400, "lr": 0.02396, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80188, "top5_acc": 0.96938, "loss_cls": 0.93996, "loss": 0.93996, "time": 0.22511}
+{"mode": "train", "epoch": 20, "iter": 1500, "lr": 0.02396, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.78062, "top5_acc": 0.9725, "loss_cls": 1.01431, "loss": 1.01431, "time": 0.2252}
+{"mode": "train", "epoch": 20, "iter": 1600, "lr": 0.02395, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79562, "top5_acc": 0.96438, "loss_cls": 0.97034, "loss": 0.97034, "time": 0.22489}
+{"mode": "train", "epoch": 20, "iter": 1700, "lr": 0.02395, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79812, "top5_acc": 0.965, "loss_cls": 0.96725, "loss": 0.96725, "time": 0.22486}
+{"mode": "train", "epoch": 20, "iter": 1800, "lr": 0.02394, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79125, "top5_acc": 0.96562, "loss_cls": 1.00666, "loss": 1.00666, "time": 0.22519}
+{"mode": "train", "epoch": 20, "iter": 1900, "lr": 0.02394, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.76125, "top5_acc": 0.96, "loss_cls": 1.07072, "loss": 1.07072, "time": 0.22476}
+{"mode": "train", "epoch": 20, "iter": 2000, "lr": 0.02394, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.81562, "top5_acc": 0.97062, "loss_cls": 0.93201, "loss": 0.93201, "time": 0.22478}
+{"mode": "train", "epoch": 20, "iter": 2100, "lr": 0.02393, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.78125, "top5_acc": 0.9725, "loss_cls": 1.01895, "loss": 1.01895, "time": 0.22612}
+{"mode": "train", "epoch": 20, "iter": 2200, "lr": 0.02393, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.78812, "top5_acc": 0.96438, "loss_cls": 1.00436, "loss": 1.00436, "time": 0.22572}
+{"mode": "train", "epoch": 20, "iter": 2300, "lr": 0.02392, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.77688, "top5_acc": 0.96438, "loss_cls": 1.02199, "loss": 1.02199, "time": 0.22555}
+{"mode": "val", "epoch": 20, "iter": 1184, "lr": 0.02392, "top1_acc": 0.82749, "top5_acc": 0.98109}
+{"mode": "train", "epoch": 21, "iter": 100, "lr": 0.02391, "memory": 6525, "data_time": 0.1655, "top1_acc": 0.79625, "top5_acc": 0.96875, "loss_cls": 0.94454, "loss": 0.94454, "time": 0.38986}
+{"mode": "train", "epoch": 21, "iter": 200, "lr": 0.02391, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.79312, "top5_acc": 0.9675, "loss_cls": 1.00837, "loss": 1.00837, "time": 0.22409}
+{"mode": "train", "epoch": 21, "iter": 300, "lr": 0.02391, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.80125, "top5_acc": 0.97062, "loss_cls": 0.94676, "loss": 0.94676, "time": 0.22399}
+{"mode": "train", "epoch": 21, "iter": 400, "lr": 0.0239, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.77438, "top5_acc": 0.96125, "loss_cls": 1.07046, "loss": 1.07046, "time": 0.22465}
+{"mode": "train", "epoch": 21, "iter": 500, "lr": 0.0239, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78812, "top5_acc": 0.96812, "loss_cls": 0.97519, "loss": 0.97519, "time": 0.22497}
+{"mode": "train", "epoch": 21, "iter": 600, "lr": 0.02389, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79938, "top5_acc": 0.97188, "loss_cls": 0.94559, "loss": 0.94559, "time": 0.22469}
+{"mode": "train", "epoch": 21, "iter": 700, "lr": 0.02389, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.7775, "top5_acc": 0.96875, "loss_cls": 0.98627, "loss": 0.98627, "time": 0.22417}
+{"mode": "train", "epoch": 21, "iter": 800, "lr": 0.02388, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78188, "top5_acc": 0.96312, "loss_cls": 1.04535, "loss": 1.04535, "time": 0.2244}
+{"mode": "train", "epoch": 21, "iter": 900, "lr": 0.02388, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.795, "top5_acc": 0.97, "loss_cls": 0.96562, "loss": 0.96562, "time": 0.22448}
+{"mode": "train", "epoch": 21, "iter": 1000, "lr": 0.02387, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80812, "top5_acc": 0.975, "loss_cls": 0.92124, "loss": 0.92124, "time": 0.22416}
+{"mode": "train", "epoch": 21, "iter": 1100, "lr": 0.02387, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81375, "top5_acc": 0.96812, "loss_cls": 0.94514, "loss": 0.94514, "time": 0.22587}
+{"mode": "train", "epoch": 21, "iter": 1200, "lr": 0.02386, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79062, "top5_acc": 0.96812, "loss_cls": 1.01318, "loss": 1.01318, "time": 0.22546}
+{"mode": "train", "epoch": 21, "iter": 1300, "lr": 0.02386, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80938, "top5_acc": 0.96812, "loss_cls": 0.94089, "loss": 0.94089, "time": 0.22526}
+{"mode": "train", "epoch": 21, "iter": 1400, "lr": 0.02386, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79938, "top5_acc": 0.97312, "loss_cls": 0.92734, "loss": 0.92734, "time": 0.22517}
+{"mode": "train", "epoch": 21, "iter": 1500, "lr": 0.02385, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78375, "top5_acc": 0.96938, "loss_cls": 1.00545, "loss": 1.00545, "time": 0.22674}
+{"mode": "train", "epoch": 21, "iter": 1600, "lr": 0.02385, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.7975, "top5_acc": 0.96625, "loss_cls": 0.95151, "loss": 0.95151, "time": 0.22664}
+{"mode": "train", "epoch": 21, "iter": 1700, "lr": 0.02384, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.785, "top5_acc": 0.96375, "loss_cls": 1.0255, "loss": 1.0255, "time": 0.22548}
+{"mode": "train", "epoch": 21, "iter": 1800, "lr": 0.02384, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.77312, "top5_acc": 0.96375, "loss_cls": 1.05822, "loss": 1.05822, "time": 0.22551}
+{"mode": "train", "epoch": 21, "iter": 1900, "lr": 0.02383, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80062, "top5_acc": 0.97438, "loss_cls": 0.9261, "loss": 0.9261, "time": 0.22553}
+{"mode": "train", "epoch": 21, "iter": 2000, "lr": 0.02383, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.805, "top5_acc": 0.97188, "loss_cls": 0.94608, "loss": 0.94608, "time": 0.2254}
+{"mode": "train", "epoch": 21, "iter": 2100, "lr": 0.02382, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.79062, "top5_acc": 0.96625, "loss_cls": 1.0052, "loss": 1.0052, "time": 0.22503}
+{"mode": "train", "epoch": 21, "iter": 2200, "lr": 0.02382, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.78125, "top5_acc": 0.9625, "loss_cls": 1.06101, "loss": 1.06101, "time": 0.22549}
+{"mode": "train", "epoch": 21, "iter": 2300, "lr": 0.02381, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.76, "top5_acc": 0.96, "loss_cls": 1.11247, "loss": 1.11247, "time": 0.22476}
+{"mode": "val", "epoch": 21, "iter": 1184, "lr": 0.02381, "top1_acc": 0.81064, "top5_acc": 0.9812}
+{"mode": "train", "epoch": 22, "iter": 100, "lr": 0.02381, "memory": 6525, "data_time": 0.16996, "top1_acc": 0.79812, "top5_acc": 0.9675, "loss_cls": 0.9821, "loss": 0.9821, "time": 0.39599}
+{"mode": "train", "epoch": 22, "iter": 200, "lr": 0.0238, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.77938, "top5_acc": 0.96375, "loss_cls": 1.02317, "loss": 1.02317, "time": 0.2254}
+{"mode": "train", "epoch": 22, "iter": 300, "lr": 0.0238, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81, "top5_acc": 0.96688, "loss_cls": 0.89767, "loss": 0.89767, "time": 0.22617}
+{"mode": "train", "epoch": 22, "iter": 400, "lr": 0.02379, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.7875, "top5_acc": 0.965, "loss_cls": 1.01118, "loss": 1.01118, "time": 0.22517}
+{"mode": "train", "epoch": 22, "iter": 500, "lr": 0.02379, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80375, "top5_acc": 0.96562, "loss_cls": 0.94759, "loss": 0.94759, "time": 0.22447}
+{"mode": "train", "epoch": 22, "iter": 600, "lr": 0.02378, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.78062, "top5_acc": 0.96875, "loss_cls": 1.01416, "loss": 1.01416, "time": 0.2251}
+{"mode": "train", "epoch": 22, "iter": 700, "lr": 0.02378, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.8125, "top5_acc": 0.97438, "loss_cls": 0.91595, "loss": 0.91595, "time": 0.22584}
+{"mode": "train", "epoch": 22, "iter": 800, "lr": 0.02377, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.79812, "top5_acc": 0.96812, "loss_cls": 0.9619, "loss": 0.9619, "time": 0.22598}
+{"mode": "train", "epoch": 22, "iter": 900, "lr": 0.02377, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.79688, "top5_acc": 0.97, "loss_cls": 0.98569, "loss": 0.98569, "time": 0.22626}
+{"mode": "train", "epoch": 22, "iter": 1000, "lr": 0.02376, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.815, "top5_acc": 0.97125, "loss_cls": 0.8964, "loss": 0.8964, "time": 0.22628}
+{"mode": "train", "epoch": 22, "iter": 1100, "lr": 0.02376, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79062, "top5_acc": 0.97062, "loss_cls": 0.99518, "loss": 0.99518, "time": 0.22574}
+{"mode": "train", "epoch": 22, "iter": 1200, "lr": 0.02375, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.79312, "top5_acc": 0.96062, "loss_cls": 0.99155, "loss": 0.99155, "time": 0.22683}
+{"mode": "train", "epoch": 22, "iter": 1300, "lr": 0.02375, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.795, "top5_acc": 0.96938, "loss_cls": 0.99648, "loss": 0.99648, "time": 0.2249}
+{"mode": "train", "epoch": 22, "iter": 1400, "lr": 0.02374, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81, "top5_acc": 0.97062, "loss_cls": 0.91164, "loss": 0.91164, "time": 0.22481}
+{"mode": "train", "epoch": 22, "iter": 1500, "lr": 0.02374, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79625, "top5_acc": 0.9675, "loss_cls": 0.95258, "loss": 0.95258, "time": 0.2246}
+{"mode": "train", "epoch": 22, "iter": 1600, "lr": 0.02373, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79438, "top5_acc": 0.96812, "loss_cls": 0.9957, "loss": 0.9957, "time": 0.2267}
+{"mode": "train", "epoch": 22, "iter": 1700, "lr": 0.02373, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.78625, "top5_acc": 0.9725, "loss_cls": 0.96199, "loss": 0.96199, "time": 0.22602}
+{"mode": "train", "epoch": 22, "iter": 1800, "lr": 0.02372, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81125, "top5_acc": 0.97438, "loss_cls": 0.90667, "loss": 0.90667, "time": 0.22614}
+{"mode": "train", "epoch": 22, "iter": 1900, "lr": 0.02372, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.79125, "top5_acc": 0.97062, "loss_cls": 1.00294, "loss": 1.00294, "time": 0.22531}
+{"mode": "train", "epoch": 22, "iter": 2000, "lr": 0.02371, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.77188, "top5_acc": 0.96562, "loss_cls": 1.06887, "loss": 1.06887, "time": 0.22526}
+{"mode": "train", "epoch": 22, "iter": 2100, "lr": 0.02371, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78, "top5_acc": 0.96312, "loss_cls": 1.03912, "loss": 1.03912, "time": 0.22506}
+{"mode": "train", "epoch": 22, "iter": 2200, "lr": 0.0237, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.7825, "top5_acc": 0.96875, "loss_cls": 0.99893, "loss": 0.99893, "time": 0.22565}
+{"mode": "train", "epoch": 22, "iter": 2300, "lr": 0.0237, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81, "top5_acc": 0.96812, "loss_cls": 0.95074, "loss": 0.95074, "time": 0.22546}
+{"mode": "val", "epoch": 22, "iter": 1184, "lr": 0.0237, "top1_acc": 0.81011, "top5_acc": 0.98236}
+{"mode": "train", "epoch": 23, "iter": 100, "lr": 0.02369, "memory": 6525, "data_time": 0.16949, "top1_acc": 0.795, "top5_acc": 0.97312, "loss_cls": 0.96508, "loss": 0.96508, "time": 0.3938}
+{"mode": "train", "epoch": 23, "iter": 200, "lr": 0.02369, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.805, "top5_acc": 0.97375, "loss_cls": 0.93304, "loss": 0.93304, "time": 0.22556}
+{"mode": "train", "epoch": 23, "iter": 300, "lr": 0.02368, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.815, "top5_acc": 0.97312, "loss_cls": 0.88171, "loss": 0.88171, "time": 0.22535}
+{"mode": "train", "epoch": 23, "iter": 400, "lr": 0.02368, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79625, "top5_acc": 0.96875, "loss_cls": 0.96507, "loss": 0.96507, "time": 0.22562}
+{"mode": "train", "epoch": 23, "iter": 500, "lr": 0.02367, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.78688, "top5_acc": 0.965, "loss_cls": 0.97124, "loss": 0.97124, "time": 0.22589}
+{"mode": "train", "epoch": 23, "iter": 600, "lr": 0.02367, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80938, "top5_acc": 0.9725, "loss_cls": 0.90706, "loss": 0.90706, "time": 0.22577}
+{"mode": "train", "epoch": 23, "iter": 700, "lr": 0.02366, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.7975, "top5_acc": 0.9625, "loss_cls": 0.95993, "loss": 0.95993, "time": 0.22511}
+{"mode": "train", "epoch": 23, "iter": 800, "lr": 0.02366, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81438, "top5_acc": 0.97062, "loss_cls": 0.89418, "loss": 0.89418, "time": 0.22488}
+{"mode": "train", "epoch": 23, "iter": 900, "lr": 0.02365, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81188, "top5_acc": 0.97062, "loss_cls": 0.89202, "loss": 0.89202, "time": 0.22472}
+{"mode": "train", "epoch": 23, "iter": 1000, "lr": 0.02365, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80062, "top5_acc": 0.97062, "loss_cls": 0.9001, "loss": 0.9001, "time": 0.22467}
+{"mode": "train", "epoch": 23, "iter": 1100, "lr": 0.02364, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7875, "top5_acc": 0.96625, "loss_cls": 1.00671, "loss": 1.00671, "time": 0.22546}
+{"mode": "train", "epoch": 23, "iter": 1200, "lr": 0.02364, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78875, "top5_acc": 0.96625, "loss_cls": 0.99635, "loss": 0.99635, "time": 0.22621}
+{"mode": "train", "epoch": 23, "iter": 1300, "lr": 0.02363, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79688, "top5_acc": 0.96562, "loss_cls": 0.98922, "loss": 0.98922, "time": 0.22589}
+{"mode": "train", "epoch": 23, "iter": 1400, "lr": 0.02363, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80938, "top5_acc": 0.96938, "loss_cls": 0.93326, "loss": 0.93326, "time": 0.22592}
+{"mode": "train", "epoch": 23, "iter": 1500, "lr": 0.02362, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80625, "top5_acc": 0.96812, "loss_cls": 0.92102, "loss": 0.92102, "time": 0.22606}
+{"mode": "train", "epoch": 23, "iter": 1600, "lr": 0.02362, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.78875, "top5_acc": 0.96875, "loss_cls": 0.96845, "loss": 0.96845, "time": 0.22541}
+{"mode": "train", "epoch": 23, "iter": 1700, "lr": 0.02361, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78812, "top5_acc": 0.96625, "loss_cls": 0.98643, "loss": 0.98643, "time": 0.22665}
+{"mode": "train", "epoch": 23, "iter": 1800, "lr": 0.02361, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81125, "top5_acc": 0.97438, "loss_cls": 0.92851, "loss": 0.92851, "time": 0.22501}
+{"mode": "train", "epoch": 23, "iter": 1900, "lr": 0.0236, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.77625, "top5_acc": 0.96812, "loss_cls": 1.0391, "loss": 1.0391, "time": 0.22542}
+{"mode": "train", "epoch": 23, "iter": 2000, "lr": 0.0236, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80188, "top5_acc": 0.97125, "loss_cls": 0.95635, "loss": 0.95635, "time": 0.22515}
+{"mode": "train", "epoch": 23, "iter": 2100, "lr": 0.02359, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.7875, "top5_acc": 0.96438, "loss_cls": 1.03235, "loss": 1.03235, "time": 0.22498}
+{"mode": "train", "epoch": 23, "iter": 2200, "lr": 0.02359, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.78062, "top5_acc": 0.95938, "loss_cls": 1.0331, "loss": 1.0331, "time": 0.22671}
+{"mode": "train", "epoch": 23, "iter": 2300, "lr": 0.02358, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.78875, "top5_acc": 0.97188, "loss_cls": 0.96605, "loss": 0.96605, "time": 0.22637}
+{"mode": "val", "epoch": 23, "iter": 1184, "lr": 0.02358, "top1_acc": 0.7388, "top5_acc": 0.95864}
+{"mode": "train", "epoch": 24, "iter": 100, "lr": 0.02357, "memory": 6525, "data_time": 0.16673, "top1_acc": 0.80062, "top5_acc": 0.9725, "loss_cls": 0.92882, "loss": 0.92882, "time": 0.39209}
+{"mode": "train", "epoch": 24, "iter": 200, "lr": 0.02357, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82875, "top5_acc": 0.97188, "loss_cls": 0.86379, "loss": 0.86379, "time": 0.22538}
+{"mode": "train", "epoch": 24, "iter": 300, "lr": 0.02356, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.78875, "top5_acc": 0.97062, "loss_cls": 0.9688, "loss": 0.9688, "time": 0.22529}
+{"mode": "train", "epoch": 24, "iter": 400, "lr": 0.02356, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.81188, "top5_acc": 0.97, "loss_cls": 0.96071, "loss": 0.96071, "time": 0.22696}
+{"mode": "train", "epoch": 24, "iter": 500, "lr": 0.02355, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79938, "top5_acc": 0.97938, "loss_cls": 0.93359, "loss": 0.93359, "time": 0.2262}
+{"mode": "train", "epoch": 24, "iter": 600, "lr": 0.02355, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.79812, "top5_acc": 0.97188, "loss_cls": 0.94945, "loss": 0.94945, "time": 0.22546}
+{"mode": "train", "epoch": 24, "iter": 700, "lr": 0.02354, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7825, "top5_acc": 0.965, "loss_cls": 1.00584, "loss": 1.00584, "time": 0.22547}
+{"mode": "train", "epoch": 24, "iter": 800, "lr": 0.02354, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79562, "top5_acc": 0.97562, "loss_cls": 0.95626, "loss": 0.95626, "time": 0.22671}
+{"mode": "train", "epoch": 24, "iter": 900, "lr": 0.02353, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80938, "top5_acc": 0.96875, "loss_cls": 0.93841, "loss": 0.93841, "time": 0.22558}
+{"mode": "train", "epoch": 24, "iter": 1000, "lr": 0.02353, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.79188, "top5_acc": 0.975, "loss_cls": 0.9671, "loss": 0.9671, "time": 0.2255}
+{"mode": "train", "epoch": 24, "iter": 1100, "lr": 0.02352, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.79875, "top5_acc": 0.97375, "loss_cls": 0.9396, "loss": 0.9396, "time": 0.22548}
+{"mode": "train", "epoch": 24, "iter": 1200, "lr": 0.02352, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.80062, "top5_acc": 0.9675, "loss_cls": 0.93081, "loss": 0.93081, "time": 0.22513}
+{"mode": "train", "epoch": 24, "iter": 1300, "lr": 0.02351, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80375, "top5_acc": 0.96688, "loss_cls": 0.96034, "loss": 0.96034, "time": 0.22506}
+{"mode": "train", "epoch": 24, "iter": 1400, "lr": 0.0235, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80375, "top5_acc": 0.96438, "loss_cls": 0.96985, "loss": 0.96985, "time": 0.22447}
+{"mode": "train", "epoch": 24, "iter": 1500, "lr": 0.0235, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81, "top5_acc": 0.97938, "loss_cls": 0.89062, "loss": 0.89062, "time": 0.22479}
+{"mode": "train", "epoch": 24, "iter": 1600, "lr": 0.02349, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78688, "top5_acc": 0.9675, "loss_cls": 0.95454, "loss": 0.95454, "time": 0.22461}
+{"mode": "train", "epoch": 24, "iter": 1700, "lr": 0.02349, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.78, "top5_acc": 0.9675, "loss_cls": 1.05676, "loss": 1.05676, "time": 0.22594}
+{"mode": "train", "epoch": 24, "iter": 1800, "lr": 0.02348, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81688, "top5_acc": 0.96625, "loss_cls": 0.95571, "loss": 0.95571, "time": 0.22663}
+{"mode": "train", "epoch": 24, "iter": 1900, "lr": 0.02348, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.78438, "top5_acc": 0.97062, "loss_cls": 0.97803, "loss": 0.97803, "time": 0.22525}
+{"mode": "train", "epoch": 24, "iter": 2000, "lr": 0.02347, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81875, "top5_acc": 0.96438, "loss_cls": 0.92521, "loss": 0.92521, "time": 0.22635}
+{"mode": "train", "epoch": 24, "iter": 2100, "lr": 0.02347, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80938, "top5_acc": 0.97375, "loss_cls": 0.90621, "loss": 0.90621, "time": 0.22699}
+{"mode": "train", "epoch": 24, "iter": 2200, "lr": 0.02346, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79438, "top5_acc": 0.96875, "loss_cls": 0.95873, "loss": 0.95873, "time": 0.22666}
+{"mode": "train", "epoch": 24, "iter": 2300, "lr": 0.02346, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.77, "top5_acc": 0.96188, "loss_cls": 1.07287, "loss": 1.07287, "time": 0.22632}
+{"mode": "val", "epoch": 24, "iter": 1184, "lr": 0.02345, "top1_acc": 0.82553, "top5_acc": 0.98056}
+{"mode": "train", "epoch": 25, "iter": 100, "lr": 0.02345, "memory": 6525, "data_time": 0.16843, "top1_acc": 0.81875, "top5_acc": 0.97688, "loss_cls": 0.86984, "loss": 0.86984, "time": 0.39339}
+{"mode": "train", "epoch": 25, "iter": 200, "lr": 0.02344, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.82438, "top5_acc": 0.97562, "loss_cls": 0.86904, "loss": 0.86904, "time": 0.22473}
+{"mode": "train", "epoch": 25, "iter": 300, "lr": 0.02344, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8, "top5_acc": 0.97062, "loss_cls": 0.95895, "loss": 0.95895, "time": 0.22489}
+{"mode": "train", "epoch": 25, "iter": 400, "lr": 0.02343, "memory": 6525, "data_time": 0.00012, "top1_acc": 0.8175, "top5_acc": 0.96875, "loss_cls": 0.891, "loss": 0.891, "time": 0.22461}
+{"mode": "train", "epoch": 25, "iter": 500, "lr": 0.02343, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.7925, "top5_acc": 0.96938, "loss_cls": 0.95157, "loss": 0.95157, "time": 0.22571}
+{"mode": "train", "epoch": 25, "iter": 600, "lr": 0.02342, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.80625, "top5_acc": 0.97688, "loss_cls": 0.88336, "loss": 0.88336, "time": 0.2245}
+{"mode": "train", "epoch": 25, "iter": 700, "lr": 0.02342, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.79688, "top5_acc": 0.97688, "loss_cls": 0.91012, "loss": 0.91012, "time": 0.22451}
+{"mode": "train", "epoch": 25, "iter": 800, "lr": 0.02341, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81688, "top5_acc": 0.9725, "loss_cls": 0.89934, "loss": 0.89934, "time": 0.2254}
+{"mode": "train", "epoch": 25, "iter": 900, "lr": 0.02341, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.78625, "top5_acc": 0.96938, "loss_cls": 1.00476, "loss": 1.00476, "time": 0.22529}
+{"mode": "train", "epoch": 25, "iter": 1000, "lr": 0.0234, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.795, "top5_acc": 0.97375, "loss_cls": 0.94533, "loss": 0.94533, "time": 0.22576}
+{"mode": "train", "epoch": 25, "iter": 1100, "lr": 0.02339, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79625, "top5_acc": 0.96625, "loss_cls": 0.94872, "loss": 0.94872, "time": 0.22516}
+{"mode": "train", "epoch": 25, "iter": 1200, "lr": 0.02339, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80625, "top5_acc": 0.975, "loss_cls": 0.88745, "loss": 0.88745, "time": 0.22558}
+{"mode": "train", "epoch": 25, "iter": 1300, "lr": 0.02338, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79875, "top5_acc": 0.96688, "loss_cls": 0.94905, "loss": 0.94905, "time": 0.22567}
+{"mode": "train", "epoch": 25, "iter": 1400, "lr": 0.02338, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80125, "top5_acc": 0.96625, "loss_cls": 0.93016, "loss": 0.93016, "time": 0.2283}
+{"mode": "train", "epoch": 25, "iter": 1500, "lr": 0.02337, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80188, "top5_acc": 0.97062, "loss_cls": 0.94927, "loss": 0.94927, "time": 0.22669}
+{"mode": "train", "epoch": 25, "iter": 1600, "lr": 0.02337, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80625, "top5_acc": 0.96938, "loss_cls": 0.92827, "loss": 0.92827, "time": 0.22581}
+{"mode": "train", "epoch": 25, "iter": 1700, "lr": 0.02336, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81062, "top5_acc": 0.96062, "loss_cls": 0.99946, "loss": 0.99946, "time": 0.22723}
+{"mode": "train", "epoch": 25, "iter": 1800, "lr": 0.02336, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80875, "top5_acc": 0.9725, "loss_cls": 0.94065, "loss": 0.94065, "time": 0.22563}
+{"mode": "train", "epoch": 25, "iter": 1900, "lr": 0.02335, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.78375, "top5_acc": 0.96312, "loss_cls": 1.03823, "loss": 1.03823, "time": 0.22621}
+{"mode": "train", "epoch": 25, "iter": 2000, "lr": 0.02334, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.78812, "top5_acc": 0.96875, "loss_cls": 1.00442, "loss": 1.00442, "time": 0.22593}
+{"mode": "train", "epoch": 25, "iter": 2100, "lr": 0.02334, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.79375, "top5_acc": 0.96625, "loss_cls": 0.95157, "loss": 0.95157, "time": 0.22539}
+{"mode": "train", "epoch": 25, "iter": 2200, "lr": 0.02333, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.795, "top5_acc": 0.96125, "loss_cls": 1.0056, "loss": 1.0056, "time": 0.22546}
+{"mode": "train", "epoch": 25, "iter": 2300, "lr": 0.02333, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8125, "top5_acc": 0.97062, "loss_cls": 0.90061, "loss": 0.90061, "time": 0.22535}
+{"mode": "val", "epoch": 25, "iter": 1184, "lr": 0.02333, "top1_acc": 0.79992, "top5_acc": 0.97787}
+{"mode": "train", "epoch": 26, "iter": 100, "lr": 0.02332, "memory": 6525, "data_time": 0.17234, "top1_acc": 0.80062, "top5_acc": 0.96875, "loss_cls": 0.96243, "loss": 0.96243, "time": 0.39756}
+{"mode": "train", "epoch": 26, "iter": 200, "lr": 0.02331, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.825, "top5_acc": 0.975, "loss_cls": 0.84625, "loss": 0.84625, "time": 0.22591}
+{"mode": "train", "epoch": 26, "iter": 300, "lr": 0.02331, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80812, "top5_acc": 0.96812, "loss_cls": 0.91107, "loss": 0.91107, "time": 0.22684}
+{"mode": "train", "epoch": 26, "iter": 400, "lr": 0.0233, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.79812, "top5_acc": 0.96438, "loss_cls": 0.97502, "loss": 0.97502, "time": 0.22502}
+{"mode": "train", "epoch": 26, "iter": 500, "lr": 0.0233, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.82875, "top5_acc": 0.9675, "loss_cls": 0.86079, "loss": 0.86079, "time": 0.22519}
+{"mode": "train", "epoch": 26, "iter": 600, "lr": 0.02329, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.81125, "top5_acc": 0.96438, "loss_cls": 0.89441, "loss": 0.89441, "time": 0.22548}
+{"mode": "train", "epoch": 26, "iter": 700, "lr": 0.02329, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.79812, "top5_acc": 0.975, "loss_cls": 0.91867, "loss": 0.91867, "time": 0.22576}
+{"mode": "train", "epoch": 26, "iter": 800, "lr": 0.02328, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81, "top5_acc": 0.96938, "loss_cls": 0.89879, "loss": 0.89879, "time": 0.22588}
+{"mode": "train", "epoch": 26, "iter": 900, "lr": 0.02327, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79375, "top5_acc": 0.96688, "loss_cls": 0.95323, "loss": 0.95323, "time": 0.2264}
+{"mode": "train", "epoch": 26, "iter": 1000, "lr": 0.02327, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80688, "top5_acc": 0.97688, "loss_cls": 0.90446, "loss": 0.90446, "time": 0.22612}
+{"mode": "train", "epoch": 26, "iter": 1100, "lr": 0.02326, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79188, "top5_acc": 0.97562, "loss_cls": 0.94418, "loss": 0.94418, "time": 0.22629}
+{"mode": "train", "epoch": 26, "iter": 1200, "lr": 0.02326, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80312, "top5_acc": 0.9625, "loss_cls": 0.94047, "loss": 0.94047, "time": 0.22561}
+{"mode": "train", "epoch": 26, "iter": 1300, "lr": 0.02325, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.78625, "top5_acc": 0.97125, "loss_cls": 0.96232, "loss": 0.96232, "time": 0.22532}
+{"mode": "train", "epoch": 26, "iter": 1400, "lr": 0.02325, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8075, "top5_acc": 0.975, "loss_cls": 0.90973, "loss": 0.90973, "time": 0.22573}
+{"mode": "train", "epoch": 26, "iter": 1500, "lr": 0.02324, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79688, "top5_acc": 0.97062, "loss_cls": 0.9725, "loss": 0.9725, "time": 0.22646}
+{"mode": "train", "epoch": 26, "iter": 1600, "lr": 0.02324, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80875, "top5_acc": 0.975, "loss_cls": 0.9236, "loss": 0.9236, "time": 0.22597}
+{"mode": "train", "epoch": 26, "iter": 1700, "lr": 0.02323, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80375, "top5_acc": 0.96875, "loss_cls": 0.90687, "loss": 0.90687, "time": 0.22566}
+{"mode": "train", "epoch": 26, "iter": 1800, "lr": 0.02322, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78938, "top5_acc": 0.9675, "loss_cls": 0.98746, "loss": 0.98746, "time": 0.22599}
+{"mode": "train", "epoch": 26, "iter": 1900, "lr": 0.02322, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80875, "top5_acc": 0.96938, "loss_cls": 0.95032, "loss": 0.95032, "time": 0.22627}
+{"mode": "train", "epoch": 26, "iter": 2000, "lr": 0.02321, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.78875, "top5_acc": 0.96938, "loss_cls": 0.95423, "loss": 0.95423, "time": 0.22568}
+{"mode": "train", "epoch": 26, "iter": 2100, "lr": 0.02321, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.7925, "top5_acc": 0.97062, "loss_cls": 1.02169, "loss": 1.02169, "time": 0.2259}
+{"mode": "train", "epoch": 26, "iter": 2200, "lr": 0.0232, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.7925, "top5_acc": 0.97062, "loss_cls": 0.97484, "loss": 0.97484, "time": 0.22628}
+{"mode": "train", "epoch": 26, "iter": 2300, "lr": 0.0232, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82062, "top5_acc": 0.97125, "loss_cls": 0.88512, "loss": 0.88512, "time": 0.22611}
+{"mode": "val", "epoch": 26, "iter": 1184, "lr": 0.02319, "top1_acc": 0.85015, "top5_acc": 0.9841}
+{"mode": "train", "epoch": 27, "iter": 100, "lr": 0.02319, "memory": 6525, "data_time": 0.16817, "top1_acc": 0.81688, "top5_acc": 0.97875, "loss_cls": 0.83471, "loss": 0.83471, "time": 0.39312}
+{"mode": "train", "epoch": 27, "iter": 200, "lr": 0.02318, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80125, "top5_acc": 0.97125, "loss_cls": 0.93521, "loss": 0.93521, "time": 0.22426}
+{"mode": "train", "epoch": 27, "iter": 300, "lr": 0.02317, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8025, "top5_acc": 0.96938, "loss_cls": 0.93227, "loss": 0.93227, "time": 0.22411}
+{"mode": "train", "epoch": 27, "iter": 400, "lr": 0.02317, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80188, "top5_acc": 0.97938, "loss_cls": 0.90735, "loss": 0.90735, "time": 0.22474}
+{"mode": "train", "epoch": 27, "iter": 500, "lr": 0.02316, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79688, "top5_acc": 0.9775, "loss_cls": 0.89539, "loss": 0.89539, "time": 0.22514}
+{"mode": "train", "epoch": 27, "iter": 600, "lr": 0.02316, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8, "top5_acc": 0.97125, "loss_cls": 0.93206, "loss": 0.93206, "time": 0.22561}
+{"mode": "train", "epoch": 27, "iter": 700, "lr": 0.02315, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.78812, "top5_acc": 0.97062, "loss_cls": 0.98831, "loss": 0.98831, "time": 0.226}
+{"mode": "train", "epoch": 27, "iter": 800, "lr": 0.02315, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.80312, "top5_acc": 0.975, "loss_cls": 0.90146, "loss": 0.90146, "time": 0.22532}
+{"mode": "train", "epoch": 27, "iter": 900, "lr": 0.02314, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81625, "top5_acc": 0.9725, "loss_cls": 0.89469, "loss": 0.89469, "time": 0.2246}
+{"mode": "train", "epoch": 27, "iter": 1000, "lr": 0.02313, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.80938, "top5_acc": 0.97562, "loss_cls": 0.86455, "loss": 0.86455, "time": 0.22489}
+{"mode": "train", "epoch": 27, "iter": 1100, "lr": 0.02313, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82375, "top5_acc": 0.97125, "loss_cls": 0.83956, "loss": 0.83956, "time": 0.2249}
+{"mode": "train", "epoch": 27, "iter": 1200, "lr": 0.02312, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80062, "top5_acc": 0.96625, "loss_cls": 0.95625, "loss": 0.95625, "time": 0.2251}
+{"mode": "train", "epoch": 27, "iter": 1300, "lr": 0.02312, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.79375, "top5_acc": 0.96688, "loss_cls": 0.93182, "loss": 0.93182, "time": 0.22527}
+{"mode": "train", "epoch": 27, "iter": 1400, "lr": 0.02311, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80812, "top5_acc": 0.9725, "loss_cls": 0.93151, "loss": 0.93151, "time": 0.22548}
+{"mode": "train", "epoch": 27, "iter": 1500, "lr": 0.0231, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80312, "top5_acc": 0.96938, "loss_cls": 0.92757, "loss": 0.92757, "time": 0.22554}
+{"mode": "train", "epoch": 27, "iter": 1600, "lr": 0.0231, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79625, "top5_acc": 0.96375, "loss_cls": 0.98662, "loss": 0.98662, "time": 0.22471}
+{"mode": "train", "epoch": 27, "iter": 1700, "lr": 0.02309, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.77438, "top5_acc": 0.9575, "loss_cls": 1.05544, "loss": 1.05544, "time": 0.22502}
+{"mode": "train", "epoch": 27, "iter": 1800, "lr": 0.02309, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8075, "top5_acc": 0.97062, "loss_cls": 0.91569, "loss": 0.91569, "time": 0.22436}
+{"mode": "train", "epoch": 27, "iter": 1900, "lr": 0.02308, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79438, "top5_acc": 0.96375, "loss_cls": 1.0069, "loss": 1.0069, "time": 0.22708}
+{"mode": "train", "epoch": 27, "iter": 2000, "lr": 0.02308, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81125, "top5_acc": 0.97188, "loss_cls": 0.90005, "loss": 0.90005, "time": 0.22562}
+{"mode": "train", "epoch": 27, "iter": 2100, "lr": 0.02307, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8125, "top5_acc": 0.97, "loss_cls": 0.89851, "loss": 0.89851, "time": 0.22625}
+{"mode": "train", "epoch": 27, "iter": 2200, "lr": 0.02306, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80562, "top5_acc": 0.97625, "loss_cls": 0.86854, "loss": 0.86854, "time": 0.22591}
+{"mode": "train", "epoch": 27, "iter": 2300, "lr": 0.02306, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79562, "top5_acc": 0.96375, "loss_cls": 0.96837, "loss": 0.96837, "time": 0.22638}
+{"mode": "val", "epoch": 27, "iter": 1184, "lr": 0.02305, "top1_acc": 0.85242, "top5_acc": 0.98373}
+{"mode": "train", "epoch": 28, "iter": 100, "lr": 0.02305, "memory": 6525, "data_time": 0.16649, "top1_acc": 0.81312, "top5_acc": 0.97, "loss_cls": 0.9067, "loss": 0.9067, "time": 0.39123}
+{"mode": "train", "epoch": 28, "iter": 200, "lr": 0.02304, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.80938, "top5_acc": 0.975, "loss_cls": 0.87595, "loss": 0.87595, "time": 0.22415}
+{"mode": "train", "epoch": 28, "iter": 300, "lr": 0.02304, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80312, "top5_acc": 0.97062, "loss_cls": 0.94762, "loss": 0.94762, "time": 0.22469}
+{"mode": "train", "epoch": 28, "iter": 400, "lr": 0.02303, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79812, "top5_acc": 0.96938, "loss_cls": 0.92094, "loss": 0.92094, "time": 0.22517}
+{"mode": "train", "epoch": 28, "iter": 500, "lr": 0.02302, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8175, "top5_acc": 0.97125, "loss_cls": 0.86828, "loss": 0.86828, "time": 0.22612}
+{"mode": "train", "epoch": 28, "iter": 600, "lr": 0.02302, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81188, "top5_acc": 0.97562, "loss_cls": 0.8675, "loss": 0.8675, "time": 0.22623}
+{"mode": "train", "epoch": 28, "iter": 700, "lr": 0.02301, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.81875, "top5_acc": 0.9675, "loss_cls": 0.86916, "loss": 0.86916, "time": 0.22536}
+{"mode": "train", "epoch": 28, "iter": 800, "lr": 0.02301, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80312, "top5_acc": 0.975, "loss_cls": 0.88971, "loss": 0.88971, "time": 0.22623}
+{"mode": "train", "epoch": 28, "iter": 900, "lr": 0.023, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8025, "top5_acc": 0.96812, "loss_cls": 0.92771, "loss": 0.92771, "time": 0.22709}
+{"mode": "train", "epoch": 28, "iter": 1000, "lr": 0.02299, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80938, "top5_acc": 0.975, "loss_cls": 0.90116, "loss": 0.90116, "time": 0.22607}
+{"mode": "train", "epoch": 28, "iter": 1100, "lr": 0.02299, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82188, "top5_acc": 0.9775, "loss_cls": 0.84563, "loss": 0.84563, "time": 0.22523}
+{"mode": "train", "epoch": 28, "iter": 1200, "lr": 0.02298, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8075, "top5_acc": 0.97625, "loss_cls": 0.88255, "loss": 0.88255, "time": 0.22628}
+{"mode": "train", "epoch": 28, "iter": 1300, "lr": 0.02298, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80875, "top5_acc": 0.97562, "loss_cls": 0.88236, "loss": 0.88236, "time": 0.22562}
+{"mode": "train", "epoch": 28, "iter": 1400, "lr": 0.02297, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81, "top5_acc": 0.97562, "loss_cls": 0.9211, "loss": 0.9211, "time": 0.22573}
+{"mode": "train", "epoch": 28, "iter": 1500, "lr": 0.02296, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8075, "top5_acc": 0.97, "loss_cls": 0.92547, "loss": 0.92547, "time": 0.22559}
+{"mode": "train", "epoch": 28, "iter": 1600, "lr": 0.02296, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80375, "top5_acc": 0.96625, "loss_cls": 0.93486, "loss": 0.93486, "time": 0.22686}
+{"mode": "train", "epoch": 28, "iter": 1700, "lr": 0.02295, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.785, "top5_acc": 0.96375, "loss_cls": 0.98197, "loss": 0.98197, "time": 0.22723}
+{"mode": "train", "epoch": 28, "iter": 1800, "lr": 0.02295, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78812, "top5_acc": 0.96812, "loss_cls": 0.99909, "loss": 0.99909, "time": 0.22613}
+{"mode": "train", "epoch": 28, "iter": 1900, "lr": 0.02294, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79875, "top5_acc": 0.97062, "loss_cls": 0.93478, "loss": 0.93478, "time": 0.22578}
+{"mode": "train", "epoch": 28, "iter": 2000, "lr": 0.02293, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81812, "top5_acc": 0.97312, "loss_cls": 0.86473, "loss": 0.86473, "time": 0.22645}
+{"mode": "train", "epoch": 28, "iter": 2100, "lr": 0.02293, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.7875, "top5_acc": 0.96188, "loss_cls": 0.98701, "loss": 0.98701, "time": 0.22722}
+{"mode": "train", "epoch": 28, "iter": 2200, "lr": 0.02292, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81062, "top5_acc": 0.965, "loss_cls": 0.9181, "loss": 0.9181, "time": 0.22592}
+{"mode": "train", "epoch": 28, "iter": 2300, "lr": 0.02291, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.79812, "top5_acc": 0.97562, "loss_cls": 0.92229, "loss": 0.92229, "time": 0.22581}
+{"mode": "val", "epoch": 28, "iter": 1184, "lr": 0.02291, "top1_acc": 0.83229, "top5_acc": 0.98463}
+{"mode": "train", "epoch": 29, "iter": 100, "lr": 0.02291, "memory": 6525, "data_time": 0.16895, "top1_acc": 0.81562, "top5_acc": 0.98, "loss_cls": 0.86082, "loss": 0.86082, "time": 0.39387}
+{"mode": "train", "epoch": 29, "iter": 200, "lr": 0.0229, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82438, "top5_acc": 0.9725, "loss_cls": 0.85168, "loss": 0.85168, "time": 0.22519}
+{"mode": "train", "epoch": 29, "iter": 300, "lr": 0.02289, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80562, "top5_acc": 0.97562, "loss_cls": 0.86433, "loss": 0.86433, "time": 0.22463}
+{"mode": "train", "epoch": 29, "iter": 400, "lr": 0.02289, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81938, "top5_acc": 0.97562, "loss_cls": 0.87506, "loss": 0.87506, "time": 0.225}
+{"mode": "train", "epoch": 29, "iter": 500, "lr": 0.02288, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81, "top5_acc": 0.96938, "loss_cls": 0.90588, "loss": 0.90588, "time": 0.22518}
+{"mode": "train", "epoch": 29, "iter": 600, "lr": 0.02287, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.81125, "top5_acc": 0.97125, "loss_cls": 0.89686, "loss": 0.89686, "time": 0.22516}
+{"mode": "train", "epoch": 29, "iter": 700, "lr": 0.02287, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82562, "top5_acc": 0.98188, "loss_cls": 0.81354, "loss": 0.81354, "time": 0.22506}
+{"mode": "train", "epoch": 29, "iter": 800, "lr": 0.02286, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.79312, "top5_acc": 0.97, "loss_cls": 0.95325, "loss": 0.95325, "time": 0.22517}
+{"mode": "train", "epoch": 29, "iter": 900, "lr": 0.02286, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.80688, "top5_acc": 0.97125, "loss_cls": 0.90653, "loss": 0.90653, "time": 0.22476}
+{"mode": "train", "epoch": 29, "iter": 1000, "lr": 0.02285, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8075, "top5_acc": 0.965, "loss_cls": 0.93386, "loss": 0.93386, "time": 0.22506}
+{"mode": "train", "epoch": 29, "iter": 1100, "lr": 0.02284, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.81125, "top5_acc": 0.975, "loss_cls": 0.8683, "loss": 0.8683, "time": 0.22524}
+{"mode": "train", "epoch": 29, "iter": 1200, "lr": 0.02284, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80125, "top5_acc": 0.975, "loss_cls": 0.93241, "loss": 0.93241, "time": 0.22524}
+{"mode": "train", "epoch": 29, "iter": 1300, "lr": 0.02283, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8225, "top5_acc": 0.9725, "loss_cls": 0.86362, "loss": 0.86362, "time": 0.2258}
+{"mode": "train", "epoch": 29, "iter": 1400, "lr": 0.02282, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80188, "top5_acc": 0.97562, "loss_cls": 0.91891, "loss": 0.91891, "time": 0.22533}
+{"mode": "train", "epoch": 29, "iter": 1500, "lr": 0.02282, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80125, "top5_acc": 0.97188, "loss_cls": 0.90566, "loss": 0.90566, "time": 0.22545}
+{"mode": "train", "epoch": 29, "iter": 1600, "lr": 0.02281, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81062, "top5_acc": 0.97812, "loss_cls": 0.87285, "loss": 0.87285, "time": 0.22573}
+{"mode": "train", "epoch": 29, "iter": 1700, "lr": 0.02281, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80875, "top5_acc": 0.97375, "loss_cls": 0.88429, "loss": 0.88429, "time": 0.22595}
+{"mode": "train", "epoch": 29, "iter": 1800, "lr": 0.0228, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.78, "top5_acc": 0.97062, "loss_cls": 0.97399, "loss": 0.97399, "time": 0.22732}
+{"mode": "train", "epoch": 29, "iter": 1900, "lr": 0.02279, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.805, "top5_acc": 0.97312, "loss_cls": 0.91087, "loss": 0.91087, "time": 0.22597}
+{"mode": "train", "epoch": 29, "iter": 2000, "lr": 0.02279, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81188, "top5_acc": 0.97188, "loss_cls": 0.89498, "loss": 0.89498, "time": 0.2258}
+{"mode": "train", "epoch": 29, "iter": 2100, "lr": 0.02278, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79938, "top5_acc": 0.96812, "loss_cls": 0.93113, "loss": 0.93113, "time": 0.22672}
+{"mode": "train", "epoch": 29, "iter": 2200, "lr": 0.02277, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.78812, "top5_acc": 0.9725, "loss_cls": 0.9745, "loss": 0.9745, "time": 0.22559}
+{"mode": "train", "epoch": 29, "iter": 2300, "lr": 0.02277, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81875, "top5_acc": 0.9725, "loss_cls": 0.88926, "loss": 0.88926, "time": 0.22586}
+{"mode": "val", "epoch": 29, "iter": 1184, "lr": 0.02276, "top1_acc": 0.84999, "top5_acc": 0.98304}
+{"mode": "train", "epoch": 30, "iter": 100, "lr": 0.02276, "memory": 6525, "data_time": 0.17009, "top1_acc": 0.81188, "top5_acc": 0.97562, "loss_cls": 0.86899, "loss": 0.86899, "time": 0.39406}
+{"mode": "train", "epoch": 30, "iter": 200, "lr": 0.02275, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80812, "top5_acc": 0.965, "loss_cls": 0.93347, "loss": 0.93347, "time": 0.22383}
+{"mode": "train", "epoch": 30, "iter": 300, "lr": 0.02275, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82688, "top5_acc": 0.9825, "loss_cls": 0.82369, "loss": 0.82369, "time": 0.22438}
+{"mode": "train", "epoch": 30, "iter": 400, "lr": 0.02274, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8275, "top5_acc": 0.97875, "loss_cls": 0.86642, "loss": 0.86642, "time": 0.22587}
+{"mode": "train", "epoch": 30, "iter": 500, "lr": 0.02273, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82188, "top5_acc": 0.97375, "loss_cls": 0.85614, "loss": 0.85614, "time": 0.22415}
+{"mode": "train", "epoch": 30, "iter": 600, "lr": 0.02273, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8125, "top5_acc": 0.97812, "loss_cls": 0.82681, "loss": 0.82681, "time": 0.22487}
+{"mode": "train", "epoch": 30, "iter": 700, "lr": 0.02272, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81625, "top5_acc": 0.96625, "loss_cls": 0.89285, "loss": 0.89285, "time": 0.22553}
+{"mode": "train", "epoch": 30, "iter": 800, "lr": 0.02271, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81062, "top5_acc": 0.97625, "loss_cls": 0.89485, "loss": 0.89485, "time": 0.22516}
+{"mode": "train", "epoch": 30, "iter": 900, "lr": 0.02271, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8, "top5_acc": 0.97, "loss_cls": 0.92109, "loss": 0.92109, "time": 0.22483}
+{"mode": "train", "epoch": 30, "iter": 1000, "lr": 0.0227, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79062, "top5_acc": 0.965, "loss_cls": 1.04314, "loss": 1.04314, "time": 0.2249}
+{"mode": "train", "epoch": 30, "iter": 1100, "lr": 0.02269, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79562, "top5_acc": 0.97, "loss_cls": 0.89411, "loss": 0.89411, "time": 0.22485}
+{"mode": "train", "epoch": 30, "iter": 1200, "lr": 0.02269, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80812, "top5_acc": 0.96812, "loss_cls": 0.89916, "loss": 0.89916, "time": 0.22559}
+{"mode": "train", "epoch": 30, "iter": 1300, "lr": 0.02268, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80062, "top5_acc": 0.96625, "loss_cls": 0.94102, "loss": 0.94102, "time": 0.22525}
+{"mode": "train", "epoch": 30, "iter": 1400, "lr": 0.02267, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.81, "top5_acc": 0.97812, "loss_cls": 0.90235, "loss": 0.90235, "time": 0.2249}
+{"mode": "train", "epoch": 30, "iter": 1500, "lr": 0.02267, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.825, "top5_acc": 0.975, "loss_cls": 0.85926, "loss": 0.85926, "time": 0.22471}
+{"mode": "train", "epoch": 30, "iter": 1600, "lr": 0.02266, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.7975, "top5_acc": 0.96625, "loss_cls": 0.95457, "loss": 0.95457, "time": 0.22467}
+{"mode": "train", "epoch": 30, "iter": 1700, "lr": 0.02266, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80062, "top5_acc": 0.97562, "loss_cls": 0.90454, "loss": 0.90454, "time": 0.22583}
+{"mode": "train", "epoch": 30, "iter": 1800, "lr": 0.02265, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8025, "top5_acc": 0.97625, "loss_cls": 0.93271, "loss": 0.93271, "time": 0.22601}
+{"mode": "train", "epoch": 30, "iter": 1900, "lr": 0.02264, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80438, "top5_acc": 0.97, "loss_cls": 0.94448, "loss": 0.94448, "time": 0.22533}
+{"mode": "train", "epoch": 30, "iter": 2000, "lr": 0.02264, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80312, "top5_acc": 0.97312, "loss_cls": 0.88734, "loss": 0.88734, "time": 0.2257}
+{"mode": "train", "epoch": 30, "iter": 2100, "lr": 0.02263, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81875, "top5_acc": 0.975, "loss_cls": 0.85837, "loss": 0.85837, "time": 0.22572}
+{"mode": "train", "epoch": 30, "iter": 2200, "lr": 0.02262, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.81, "top5_acc": 0.97625, "loss_cls": 0.87871, "loss": 0.87871, "time": 0.22498}
+{"mode": "train", "epoch": 30, "iter": 2300, "lr": 0.02262, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.7875, "top5_acc": 0.9625, "loss_cls": 0.99765, "loss": 0.99765, "time": 0.22468}
+{"mode": "val", "epoch": 30, "iter": 1184, "lr": 0.02261, "top1_acc": 0.83256, "top5_acc": 0.98283}
+{"mode": "train", "epoch": 31, "iter": 100, "lr": 0.02261, "memory": 6525, "data_time": 0.17207, "top1_acc": 0.8125, "top5_acc": 0.97688, "loss_cls": 0.86146, "loss": 0.86146, "time": 0.39609}
+{"mode": "train", "epoch": 31, "iter": 200, "lr": 0.0226, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.82125, "top5_acc": 0.97562, "loss_cls": 0.83804, "loss": 0.83804, "time": 0.22448}
+{"mode": "train", "epoch": 31, "iter": 300, "lr": 0.02259, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.80125, "top5_acc": 0.96688, "loss_cls": 0.91791, "loss": 0.91791, "time": 0.2249}
+{"mode": "train", "epoch": 31, "iter": 400, "lr": 0.02259, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.81812, "top5_acc": 0.9675, "loss_cls": 0.87542, "loss": 0.87542, "time": 0.22484}
+{"mode": "train", "epoch": 31, "iter": 500, "lr": 0.02258, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81, "top5_acc": 0.9725, "loss_cls": 0.90782, "loss": 0.90782, "time": 0.2256}
+{"mode": "train", "epoch": 31, "iter": 600, "lr": 0.02257, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.80812, "top5_acc": 0.97188, "loss_cls": 0.92833, "loss": 0.92833, "time": 0.22491}
+{"mode": "train", "epoch": 31, "iter": 700, "lr": 0.02257, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.81562, "top5_acc": 0.97, "loss_cls": 0.91132, "loss": 0.91132, "time": 0.22474}
+{"mode": "train", "epoch": 31, "iter": 800, "lr": 0.02256, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.815, "top5_acc": 0.97, "loss_cls": 0.86011, "loss": 0.86011, "time": 0.22479}
+{"mode": "train", "epoch": 31, "iter": 900, "lr": 0.02255, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81375, "top5_acc": 0.97062, "loss_cls": 0.90056, "loss": 0.90056, "time": 0.22447}
+{"mode": "train", "epoch": 31, "iter": 1000, "lr": 0.02255, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81125, "top5_acc": 0.97438, "loss_cls": 0.86687, "loss": 0.86687, "time": 0.22446}
+{"mode": "train", "epoch": 31, "iter": 1100, "lr": 0.02254, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80688, "top5_acc": 0.9775, "loss_cls": 0.88698, "loss": 0.88698, "time": 0.22459}
+{"mode": "train", "epoch": 31, "iter": 1200, "lr": 0.02253, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81875, "top5_acc": 0.96688, "loss_cls": 0.89617, "loss": 0.89617, "time": 0.22478}
+{"mode": "train", "epoch": 31, "iter": 1300, "lr": 0.02253, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80688, "top5_acc": 0.97375, "loss_cls": 0.91683, "loss": 0.91683, "time": 0.22446}
+{"mode": "train", "epoch": 31, "iter": 1400, "lr": 0.02252, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81812, "top5_acc": 0.97375, "loss_cls": 0.8767, "loss": 0.8767, "time": 0.22438}
+{"mode": "train", "epoch": 31, "iter": 1500, "lr": 0.02251, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8, "top5_acc": 0.97562, "loss_cls": 0.89489, "loss": 0.89489, "time": 0.22438}
+{"mode": "train", "epoch": 31, "iter": 1600, "lr": 0.02251, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81688, "top5_acc": 0.975, "loss_cls": 0.90458, "loss": 0.90458, "time": 0.22448}
+{"mode": "train", "epoch": 31, "iter": 1700, "lr": 0.0225, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81062, "top5_acc": 0.96562, "loss_cls": 0.92332, "loss": 0.92332, "time": 0.22483}
+{"mode": "train", "epoch": 31, "iter": 1800, "lr": 0.02249, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79188, "top5_acc": 0.97438, "loss_cls": 0.90364, "loss": 0.90364, "time": 0.22499}
+{"mode": "train", "epoch": 31, "iter": 1900, "lr": 0.02249, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8075, "top5_acc": 0.96938, "loss_cls": 0.93005, "loss": 0.93005, "time": 0.22529}
+{"mode": "train", "epoch": 31, "iter": 2000, "lr": 0.02248, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81, "top5_acc": 0.97062, "loss_cls": 0.89396, "loss": 0.89396, "time": 0.22461}
+{"mode": "train", "epoch": 31, "iter": 2100, "lr": 0.02247, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81062, "top5_acc": 0.96875, "loss_cls": 0.88831, "loss": 0.88831, "time": 0.22496}
+{"mode": "train", "epoch": 31, "iter": 2200, "lr": 0.02247, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.81812, "top5_acc": 0.97688, "loss_cls": 0.83758, "loss": 0.83758, "time": 0.2262}
+{"mode": "train", "epoch": 31, "iter": 2300, "lr": 0.02246, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.79875, "top5_acc": 0.96812, "loss_cls": 0.94442, "loss": 0.94442, "time": 0.22595}
+{"mode": "val", "epoch": 31, "iter": 1184, "lr": 0.02246, "top1_acc": 0.85179, "top5_acc": 0.98289}
+{"mode": "train", "epoch": 32, "iter": 100, "lr": 0.02245, "memory": 6525, "data_time": 0.17077, "top1_acc": 0.81625, "top5_acc": 0.98125, "loss_cls": 0.84492, "loss": 0.84492, "time": 0.39507}
+{"mode": "train", "epoch": 32, "iter": 200, "lr": 0.02244, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81625, "top5_acc": 0.98, "loss_cls": 0.83778, "loss": 0.83778, "time": 0.22435}
+{"mode": "train", "epoch": 32, "iter": 300, "lr": 0.02244, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.825, "top5_acc": 0.97625, "loss_cls": 0.82724, "loss": 0.82724, "time": 0.22458}
+{"mode": "train", "epoch": 32, "iter": 400, "lr": 0.02243, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8025, "top5_acc": 0.97, "loss_cls": 0.93263, "loss": 0.93263, "time": 0.2252}
+{"mode": "train", "epoch": 32, "iter": 500, "lr": 0.02242, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80375, "top5_acc": 0.97188, "loss_cls": 0.92156, "loss": 0.92156, "time": 0.22556}
+{"mode": "train", "epoch": 32, "iter": 600, "lr": 0.02242, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81375, "top5_acc": 0.97562, "loss_cls": 0.86151, "loss": 0.86151, "time": 0.22515}
+{"mode": "train", "epoch": 32, "iter": 700, "lr": 0.02241, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82188, "top5_acc": 0.97875, "loss_cls": 0.85903, "loss": 0.85903, "time": 0.22483}
+{"mode": "train", "epoch": 32, "iter": 800, "lr": 0.0224, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80312, "top5_acc": 0.9725, "loss_cls": 0.87478, "loss": 0.87478, "time": 0.22448}
+{"mode": "train", "epoch": 32, "iter": 900, "lr": 0.0224, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79812, "top5_acc": 0.97125, "loss_cls": 0.88746, "loss": 0.88746, "time": 0.22489}
+{"mode": "train", "epoch": 32, "iter": 1000, "lr": 0.02239, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82312, "top5_acc": 0.96938, "loss_cls": 0.85311, "loss": 0.85311, "time": 0.22503}
+{"mode": "train", "epoch": 32, "iter": 1100, "lr": 0.02238, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81562, "top5_acc": 0.96938, "loss_cls": 0.89449, "loss": 0.89449, "time": 0.22549}
+{"mode": "train", "epoch": 32, "iter": 1200, "lr": 0.02238, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81062, "top5_acc": 0.97062, "loss_cls": 0.91007, "loss": 0.91007, "time": 0.22681}
+{"mode": "train", "epoch": 32, "iter": 1300, "lr": 0.02237, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80938, "top5_acc": 0.97438, "loss_cls": 0.89806, "loss": 0.89806, "time": 0.22701}
+{"mode": "train", "epoch": 32, "iter": 1400, "lr": 0.02236, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81688, "top5_acc": 0.96875, "loss_cls": 0.87311, "loss": 0.87311, "time": 0.22685}
+{"mode": "train", "epoch": 32, "iter": 1500, "lr": 0.02235, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.815, "top5_acc": 0.98312, "loss_cls": 0.89182, "loss": 0.89182, "time": 0.2262}
+{"mode": "train", "epoch": 32, "iter": 1600, "lr": 0.02235, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81562, "top5_acc": 0.97375, "loss_cls": 0.86563, "loss": 0.86563, "time": 0.22676}
+{"mode": "train", "epoch": 32, "iter": 1700, "lr": 0.02234, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82062, "top5_acc": 0.975, "loss_cls": 0.85646, "loss": 0.85646, "time": 0.22642}
+{"mode": "train", "epoch": 32, "iter": 1800, "lr": 0.02233, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.805, "top5_acc": 0.97125, "loss_cls": 0.91164, "loss": 0.91164, "time": 0.2261}
+{"mode": "train", "epoch": 32, "iter": 1900, "lr": 0.02233, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81812, "top5_acc": 0.97125, "loss_cls": 0.89118, "loss": 0.89118, "time": 0.22597}
+{"mode": "train", "epoch": 32, "iter": 2000, "lr": 0.02232, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81812, "top5_acc": 0.9825, "loss_cls": 0.83638, "loss": 0.83638, "time": 0.22587}
+{"mode": "train", "epoch": 32, "iter": 2100, "lr": 0.02231, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.7925, "top5_acc": 0.9675, "loss_cls": 0.98679, "loss": 0.98679, "time": 0.22587}
+{"mode": "train", "epoch": 32, "iter": 2200, "lr": 0.02231, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80938, "top5_acc": 0.9725, "loss_cls": 0.90404, "loss": 0.90404, "time": 0.22581}
+{"mode": "train", "epoch": 32, "iter": 2300, "lr": 0.0223, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81312, "top5_acc": 0.96438, "loss_cls": 0.93102, "loss": 0.93102, "time": 0.2266}
+{"mode": "val", "epoch": 32, "iter": 1184, "lr": 0.0223, "top1_acc": 0.8465, "top5_acc": 0.98421}
+{"mode": "train", "epoch": 33, "iter": 100, "lr": 0.02229, "memory": 6525, "data_time": 0.17701, "top1_acc": 0.825, "top5_acc": 0.97562, "loss_cls": 0.81257, "loss": 0.81257, "time": 0.40177}
+{"mode": "train", "epoch": 33, "iter": 200, "lr": 0.02228, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81938, "top5_acc": 0.9675, "loss_cls": 0.85872, "loss": 0.85872, "time": 0.22486}
+{"mode": "train", "epoch": 33, "iter": 300, "lr": 0.02228, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82812, "top5_acc": 0.97125, "loss_cls": 0.86543, "loss": 0.86543, "time": 0.22534}
+{"mode": "train", "epoch": 33, "iter": 400, "lr": 0.02227, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82812, "top5_acc": 0.9775, "loss_cls": 0.82708, "loss": 0.82708, "time": 0.22738}
+{"mode": "train", "epoch": 33, "iter": 500, "lr": 0.02226, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81188, "top5_acc": 0.9775, "loss_cls": 0.84869, "loss": 0.84869, "time": 0.22679}
+{"mode": "train", "epoch": 33, "iter": 600, "lr": 0.02225, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.80812, "top5_acc": 0.97562, "loss_cls": 0.89262, "loss": 0.89262, "time": 0.22589}
+{"mode": "train", "epoch": 33, "iter": 700, "lr": 0.02225, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81, "top5_acc": 0.97062, "loss_cls": 0.88906, "loss": 0.88906, "time": 0.22584}
+{"mode": "train", "epoch": 33, "iter": 800, "lr": 0.02224, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80938, "top5_acc": 0.96812, "loss_cls": 0.87807, "loss": 0.87807, "time": 0.22684}
+{"mode": "train", "epoch": 33, "iter": 900, "lr": 0.02223, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80688, "top5_acc": 0.97562, "loss_cls": 0.91617, "loss": 0.91617, "time": 0.22522}
+{"mode": "train", "epoch": 33, "iter": 1000, "lr": 0.02223, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81312, "top5_acc": 0.97125, "loss_cls": 0.88081, "loss": 0.88081, "time": 0.22651}
+{"mode": "train", "epoch": 33, "iter": 1100, "lr": 0.02222, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8125, "top5_acc": 0.97688, "loss_cls": 0.88456, "loss": 0.88456, "time": 0.2271}
+{"mode": "train", "epoch": 33, "iter": 1200, "lr": 0.02221, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81438, "top5_acc": 0.97375, "loss_cls": 0.8781, "loss": 0.8781, "time": 0.22727}
+{"mode": "train", "epoch": 33, "iter": 1300, "lr": 0.02221, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82438, "top5_acc": 0.98062, "loss_cls": 0.82775, "loss": 0.82775, "time": 0.22671}
+{"mode": "train", "epoch": 33, "iter": 1400, "lr": 0.0222, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8125, "top5_acc": 0.97188, "loss_cls": 0.87196, "loss": 0.87196, "time": 0.22545}
+{"mode": "train", "epoch": 33, "iter": 1500, "lr": 0.02219, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80938, "top5_acc": 0.97312, "loss_cls": 0.88784, "loss": 0.88784, "time": 0.22533}
+{"mode": "train", "epoch": 33, "iter": 1600, "lr": 0.02218, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81312, "top5_acc": 0.975, "loss_cls": 0.88494, "loss": 0.88494, "time": 0.2242}
+{"mode": "train", "epoch": 33, "iter": 1700, "lr": 0.02218, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81812, "top5_acc": 0.97375, "loss_cls": 0.85393, "loss": 0.85393, "time": 0.22514}
+{"mode": "train", "epoch": 33, "iter": 1800, "lr": 0.02217, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79375, "top5_acc": 0.97312, "loss_cls": 0.93635, "loss": 0.93635, "time": 0.22659}
+{"mode": "train", "epoch": 33, "iter": 1900, "lr": 0.02216, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80625, "top5_acc": 0.975, "loss_cls": 0.87822, "loss": 0.87822, "time": 0.22543}
+{"mode": "train", "epoch": 33, "iter": 2000, "lr": 0.02216, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80062, "top5_acc": 0.9775, "loss_cls": 0.90278, "loss": 0.90278, "time": 0.22685}
+{"mode": "train", "epoch": 33, "iter": 2100, "lr": 0.02215, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.81125, "top5_acc": 0.975, "loss_cls": 0.89609, "loss": 0.89609, "time": 0.22691}
+{"mode": "train", "epoch": 33, "iter": 2200, "lr": 0.02214, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80688, "top5_acc": 0.96688, "loss_cls": 0.93028, "loss": 0.93028, "time": 0.226}
+{"mode": "train", "epoch": 33, "iter": 2300, "lr": 0.02214, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81, "top5_acc": 0.96812, "loss_cls": 0.88817, "loss": 0.88817, "time": 0.22613}
+{"mode": "val", "epoch": 33, "iter": 1184, "lr": 0.02213, "top1_acc": 0.83531, "top5_acc": 0.97898}
+{"mode": "train", "epoch": 34, "iter": 100, "lr": 0.02212, "memory": 6525, "data_time": 0.1677, "top1_acc": 0.81312, "top5_acc": 0.97375, "loss_cls": 0.85888, "loss": 0.85888, "time": 0.39207}
+{"mode": "train", "epoch": 34, "iter": 200, "lr": 0.02212, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81, "top5_acc": 0.97312, "loss_cls": 0.88379, "loss": 0.88379, "time": 0.22482}
+{"mode": "train", "epoch": 34, "iter": 300, "lr": 0.02211, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.81312, "top5_acc": 0.97625, "loss_cls": 0.84545, "loss": 0.84545, "time": 0.22513}
+{"mode": "train", "epoch": 34, "iter": 400, "lr": 0.0221, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80125, "top5_acc": 0.97375, "loss_cls": 0.89743, "loss": 0.89743, "time": 0.22478}
+{"mode": "train", "epoch": 34, "iter": 500, "lr": 0.0221, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82188, "top5_acc": 0.975, "loss_cls": 0.85251, "loss": 0.85251, "time": 0.22443}
+{"mode": "train", "epoch": 34, "iter": 600, "lr": 0.02209, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.79375, "top5_acc": 0.96875, "loss_cls": 0.94046, "loss": 0.94046, "time": 0.22459}
+{"mode": "train", "epoch": 34, "iter": 700, "lr": 0.02208, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81875, "top5_acc": 0.97312, "loss_cls": 0.84737, "loss": 0.84737, "time": 0.22554}
+{"mode": "train", "epoch": 34, "iter": 800, "lr": 0.02207, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.80375, "top5_acc": 0.97062, "loss_cls": 0.8892, "loss": 0.8892, "time": 0.22502}
+{"mode": "train", "epoch": 34, "iter": 900, "lr": 0.02207, "memory": 6525, "data_time": 0.00012, "top1_acc": 0.805, "top5_acc": 0.96875, "loss_cls": 0.88036, "loss": 0.88036, "time": 0.22503}
+{"mode": "train", "epoch": 34, "iter": 1000, "lr": 0.02206, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.83, "top5_acc": 0.98125, "loss_cls": 0.82314, "loss": 0.82314, "time": 0.22505}
+{"mode": "train", "epoch": 34, "iter": 1100, "lr": 0.02205, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82938, "top5_acc": 0.97062, "loss_cls": 0.8231, "loss": 0.8231, "time": 0.22521}
+{"mode": "train", "epoch": 34, "iter": 1200, "lr": 0.02205, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83312, "top5_acc": 0.97438, "loss_cls": 0.81709, "loss": 0.81709, "time": 0.22557}
+{"mode": "train", "epoch": 34, "iter": 1300, "lr": 0.02204, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81125, "top5_acc": 0.97562, "loss_cls": 0.87724, "loss": 0.87724, "time": 0.22538}
+{"mode": "train", "epoch": 34, "iter": 1400, "lr": 0.02203, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80938, "top5_acc": 0.9775, "loss_cls": 0.86377, "loss": 0.86377, "time": 0.22557}
+{"mode": "train", "epoch": 34, "iter": 1500, "lr": 0.02202, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80812, "top5_acc": 0.97562, "loss_cls": 0.88049, "loss": 0.88049, "time": 0.22516}
+{"mode": "train", "epoch": 34, "iter": 1600, "lr": 0.02202, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8225, "top5_acc": 0.97375, "loss_cls": 0.87049, "loss": 0.87049, "time": 0.22549}
+{"mode": "train", "epoch": 34, "iter": 1700, "lr": 0.02201, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82312, "top5_acc": 0.9725, "loss_cls": 0.84909, "loss": 0.84909, "time": 0.22505}
+{"mode": "train", "epoch": 34, "iter": 1800, "lr": 0.022, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80562, "top5_acc": 0.9725, "loss_cls": 0.9135, "loss": 0.9135, "time": 0.22572}
+{"mode": "train", "epoch": 34, "iter": 1900, "lr": 0.022, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80125, "top5_acc": 0.97062, "loss_cls": 0.90385, "loss": 0.90385, "time": 0.22549}
+{"mode": "train", "epoch": 34, "iter": 2000, "lr": 0.02199, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.825, "top5_acc": 0.97562, "loss_cls": 0.84422, "loss": 0.84422, "time": 0.22638}
+{"mode": "train", "epoch": 34, "iter": 2100, "lr": 0.02198, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80562, "top5_acc": 0.97812, "loss_cls": 0.85908, "loss": 0.85908, "time": 0.22693}
+{"mode": "train", "epoch": 34, "iter": 2200, "lr": 0.02197, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81375, "top5_acc": 0.97375, "loss_cls": 0.8772, "loss": 0.8772, "time": 0.22646}
+{"mode": "train", "epoch": 34, "iter": 2300, "lr": 0.02197, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79562, "top5_acc": 0.97625, "loss_cls": 0.89761, "loss": 0.89761, "time": 0.22595}
+{"mode": "val", "epoch": 34, "iter": 1184, "lr": 0.02196, "top1_acc": 0.8473, "top5_acc": 0.98452}
+{"mode": "train", "epoch": 35, "iter": 100, "lr": 0.02196, "memory": 6525, "data_time": 0.16901, "top1_acc": 0.8275, "top5_acc": 0.9775, "loss_cls": 0.79499, "loss": 0.79499, "time": 0.39399}
+{"mode": "train", "epoch": 35, "iter": 200, "lr": 0.02195, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81312, "top5_acc": 0.975, "loss_cls": 0.88656, "loss": 0.88656, "time": 0.22454}
+{"mode": "train", "epoch": 35, "iter": 300, "lr": 0.02194, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8175, "top5_acc": 0.96938, "loss_cls": 0.89295, "loss": 0.89295, "time": 0.22533}
+{"mode": "train", "epoch": 35, "iter": 400, "lr": 0.02193, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.78625, "top5_acc": 0.97, "loss_cls": 0.97943, "loss": 0.97943, "time": 0.22522}
+{"mode": "train", "epoch": 35, "iter": 500, "lr": 0.02193, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81688, "top5_acc": 0.97938, "loss_cls": 0.82112, "loss": 0.82112, "time": 0.2266}
+{"mode": "train", "epoch": 35, "iter": 600, "lr": 0.02192, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82375, "top5_acc": 0.975, "loss_cls": 0.82472, "loss": 0.82472, "time": 0.22642}
+{"mode": "train", "epoch": 35, "iter": 700, "lr": 0.02191, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83188, "top5_acc": 0.97625, "loss_cls": 0.79477, "loss": 0.79477, "time": 0.2249}
+{"mode": "train", "epoch": 35, "iter": 800, "lr": 0.0219, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82062, "top5_acc": 0.96688, "loss_cls": 0.87409, "loss": 0.87409, "time": 0.22543}
+{"mode": "train", "epoch": 35, "iter": 900, "lr": 0.0219, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81, "top5_acc": 0.97562, "loss_cls": 0.85998, "loss": 0.85998, "time": 0.22434}
+{"mode": "train", "epoch": 35, "iter": 1000, "lr": 0.02189, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82062, "top5_acc": 0.98, "loss_cls": 0.79946, "loss": 0.79946, "time": 0.22455}
+{"mode": "train", "epoch": 35, "iter": 1100, "lr": 0.02188, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.78812, "top5_acc": 0.96188, "loss_cls": 0.99558, "loss": 0.99558, "time": 0.22444}
+{"mode": "train", "epoch": 35, "iter": 1200, "lr": 0.02187, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8225, "top5_acc": 0.97688, "loss_cls": 0.83488, "loss": 0.83488, "time": 0.22552}
+{"mode": "train", "epoch": 35, "iter": 1300, "lr": 0.02187, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83875, "top5_acc": 0.98062, "loss_cls": 0.80242, "loss": 0.80242, "time": 0.22609}
+{"mode": "train", "epoch": 35, "iter": 1400, "lr": 0.02186, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82062, "top5_acc": 0.97312, "loss_cls": 0.85443, "loss": 0.85443, "time": 0.22546}
+{"mode": "train", "epoch": 35, "iter": 1500, "lr": 0.02185, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81938, "top5_acc": 0.9775, "loss_cls": 0.88245, "loss": 0.88245, "time": 0.22523}
+{"mode": "train", "epoch": 35, "iter": 1600, "lr": 0.02185, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8, "top5_acc": 0.9675, "loss_cls": 0.91959, "loss": 0.91959, "time": 0.22501}
+{"mode": "train", "epoch": 35, "iter": 1700, "lr": 0.02184, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80562, "top5_acc": 0.97812, "loss_cls": 0.87767, "loss": 0.87767, "time": 0.22618}
+{"mode": "train", "epoch": 35, "iter": 1800, "lr": 0.02183, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.80312, "top5_acc": 0.97625, "loss_cls": 0.86963, "loss": 0.86963, "time": 0.22605}
+{"mode": "train", "epoch": 35, "iter": 1900, "lr": 0.02182, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80062, "top5_acc": 0.97188, "loss_cls": 0.90334, "loss": 0.90334, "time": 0.22582}
+{"mode": "train", "epoch": 35, "iter": 2000, "lr": 0.02182, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81, "top5_acc": 0.97688, "loss_cls": 0.91885, "loss": 0.91885, "time": 0.2255}
+{"mode": "train", "epoch": 35, "iter": 2100, "lr": 0.02181, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82625, "top5_acc": 0.9725, "loss_cls": 0.83264, "loss": 0.83264, "time": 0.22538}
+{"mode": "train", "epoch": 35, "iter": 2200, "lr": 0.0218, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82562, "top5_acc": 0.97625, "loss_cls": 0.8251, "loss": 0.8251, "time": 0.22675}
+{"mode": "train", "epoch": 35, "iter": 2300, "lr": 0.02179, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.7875, "top5_acc": 0.9675, "loss_cls": 0.97669, "loss": 0.97669, "time": 0.22564}
+{"mode": "val", "epoch": 35, "iter": 1184, "lr": 0.02179, "top1_acc": 0.84708, "top5_acc": 0.98299}
+{"mode": "train", "epoch": 36, "iter": 100, "lr": 0.02178, "memory": 6525, "data_time": 0.16886, "top1_acc": 0.83312, "top5_acc": 0.9775, "loss_cls": 0.80065, "loss": 0.80065, "time": 0.39446}
+{"mode": "train", "epoch": 36, "iter": 200, "lr": 0.02177, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82375, "top5_acc": 0.9775, "loss_cls": 0.82886, "loss": 0.82886, "time": 0.22571}
+{"mode": "train", "epoch": 36, "iter": 300, "lr": 0.02177, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82312, "top5_acc": 0.97375, "loss_cls": 0.85825, "loss": 0.85825, "time": 0.22547}
+{"mode": "train", "epoch": 36, "iter": 400, "lr": 0.02176, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81188, "top5_acc": 0.97438, "loss_cls": 0.86168, "loss": 0.86168, "time": 0.22676}
+{"mode": "train", "epoch": 36, "iter": 500, "lr": 0.02175, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8125, "top5_acc": 0.97312, "loss_cls": 0.87989, "loss": 0.87989, "time": 0.22613}
+{"mode": "train", "epoch": 36, "iter": 600, "lr": 0.02174, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80812, "top5_acc": 0.9675, "loss_cls": 0.90549, "loss": 0.90549, "time": 0.2265}
+{"mode": "train", "epoch": 36, "iter": 700, "lr": 0.02174, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82625, "top5_acc": 0.9725, "loss_cls": 0.83673, "loss": 0.83673, "time": 0.22563}
+{"mode": "train", "epoch": 36, "iter": 800, "lr": 0.02173, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81375, "top5_acc": 0.97312, "loss_cls": 0.87084, "loss": 0.87084, "time": 0.22706}
+{"mode": "train", "epoch": 36, "iter": 900, "lr": 0.02172, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8325, "top5_acc": 0.9825, "loss_cls": 0.7861, "loss": 0.7861, "time": 0.22598}
+{"mode": "train", "epoch": 36, "iter": 1000, "lr": 0.02171, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81188, "top5_acc": 0.97125, "loss_cls": 0.88297, "loss": 0.88297, "time": 0.22717}
+{"mode": "train", "epoch": 36, "iter": 1100, "lr": 0.02171, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82125, "top5_acc": 0.97562, "loss_cls": 0.81289, "loss": 0.81289, "time": 0.2259}
+{"mode": "train", "epoch": 36, "iter": 1200, "lr": 0.0217, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81062, "top5_acc": 0.9675, "loss_cls": 0.90742, "loss": 0.90742, "time": 0.22517}
+{"mode": "train", "epoch": 36, "iter": 1300, "lr": 0.02169, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82, "top5_acc": 0.975, "loss_cls": 0.84905, "loss": 0.84905, "time": 0.22481}
+{"mode": "train", "epoch": 36, "iter": 1400, "lr": 0.02168, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81438, "top5_acc": 0.97125, "loss_cls": 0.90348, "loss": 0.90348, "time": 0.22434}
+{"mode": "train", "epoch": 36, "iter": 1500, "lr": 0.02168, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82625, "top5_acc": 0.9675, "loss_cls": 0.87335, "loss": 0.87335, "time": 0.22655}
+{"mode": "train", "epoch": 36, "iter": 1600, "lr": 0.02167, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81688, "top5_acc": 0.975, "loss_cls": 0.83117, "loss": 0.83117, "time": 0.22547}
+{"mode": "train", "epoch": 36, "iter": 1700, "lr": 0.02166, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8075, "top5_acc": 0.9725, "loss_cls": 0.88169, "loss": 0.88169, "time": 0.22524}
+{"mode": "train", "epoch": 36, "iter": 1800, "lr": 0.02165, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81062, "top5_acc": 0.96938, "loss_cls": 0.87303, "loss": 0.87303, "time": 0.22548}
+{"mode": "train", "epoch": 36, "iter": 1900, "lr": 0.02165, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.79125, "top5_acc": 0.97062, "loss_cls": 0.94181, "loss": 0.94181, "time": 0.2258}
+{"mode": "train", "epoch": 36, "iter": 2000, "lr": 0.02164, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82812, "top5_acc": 0.975, "loss_cls": 0.82227, "loss": 0.82227, "time": 0.22569}
+{"mode": "train", "epoch": 36, "iter": 2100, "lr": 0.02163, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79688, "top5_acc": 0.9725, "loss_cls": 0.94256, "loss": 0.94256, "time": 0.22534}
+{"mode": "train", "epoch": 36, "iter": 2200, "lr": 0.02162, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.79938, "top5_acc": 0.975, "loss_cls": 0.90304, "loss": 0.90304, "time": 0.22784}
+{"mode": "train", "epoch": 36, "iter": 2300, "lr": 0.02162, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82, "top5_acc": 0.96875, "loss_cls": 0.90273, "loss": 0.90273, "time": 0.22636}
+{"mode": "val", "epoch": 36, "iter": 1184, "lr": 0.02161, "top1_acc": 0.82854, "top5_acc": 0.98072}
+{"mode": "train", "epoch": 37, "iter": 100, "lr": 0.0216, "memory": 6525, "data_time": 0.17104, "top1_acc": 0.8225, "top5_acc": 0.97125, "loss_cls": 0.86568, "loss": 0.86568, "time": 0.39676}
+{"mode": "train", "epoch": 37, "iter": 200, "lr": 0.0216, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79875, "top5_acc": 0.97625, "loss_cls": 0.94836, "loss": 0.94836, "time": 0.22492}
+{"mode": "train", "epoch": 37, "iter": 300, "lr": 0.02159, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82062, "top5_acc": 0.97938, "loss_cls": 0.79578, "loss": 0.79578, "time": 0.22478}
+{"mode": "train", "epoch": 37, "iter": 400, "lr": 0.02158, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8075, "top5_acc": 0.96688, "loss_cls": 0.90141, "loss": 0.90141, "time": 0.22493}
+{"mode": "train", "epoch": 37, "iter": 500, "lr": 0.02157, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81812, "top5_acc": 0.97688, "loss_cls": 0.83004, "loss": 0.83004, "time": 0.225}
+{"mode": "train", "epoch": 37, "iter": 600, "lr": 0.02157, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81562, "top5_acc": 0.98062, "loss_cls": 0.86301, "loss": 0.86301, "time": 0.22505}
+{"mode": "train", "epoch": 37, "iter": 700, "lr": 0.02156, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8075, "top5_acc": 0.97, "loss_cls": 0.93474, "loss": 0.93474, "time": 0.22528}
+{"mode": "train", "epoch": 37, "iter": 800, "lr": 0.02155, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80875, "top5_acc": 0.97375, "loss_cls": 0.88433, "loss": 0.88433, "time": 0.22528}
+{"mode": "train", "epoch": 37, "iter": 900, "lr": 0.02154, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81875, "top5_acc": 0.97125, "loss_cls": 0.86849, "loss": 0.86849, "time": 0.22541}
+{"mode": "train", "epoch": 37, "iter": 1000, "lr": 0.02154, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83812, "top5_acc": 0.98, "loss_cls": 0.76939, "loss": 0.76939, "time": 0.22594}
+{"mode": "train", "epoch": 37, "iter": 1100, "lr": 0.02153, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82562, "top5_acc": 0.97625, "loss_cls": 0.79167, "loss": 0.79167, "time": 0.22684}
+{"mode": "train", "epoch": 37, "iter": 1200, "lr": 0.02152, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81812, "top5_acc": 0.97625, "loss_cls": 0.85261, "loss": 0.85261, "time": 0.22589}
+{"mode": "train", "epoch": 37, "iter": 1300, "lr": 0.02151, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82312, "top5_acc": 0.97312, "loss_cls": 0.84241, "loss": 0.84241, "time": 0.22483}
+{"mode": "train", "epoch": 37, "iter": 1400, "lr": 0.0215, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83312, "top5_acc": 0.97875, "loss_cls": 0.81655, "loss": 0.81655, "time": 0.2251}
+{"mode": "train", "epoch": 37, "iter": 1500, "lr": 0.0215, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82688, "top5_acc": 0.97188, "loss_cls": 0.82303, "loss": 0.82303, "time": 0.22493}
+{"mode": "train", "epoch": 37, "iter": 1600, "lr": 0.02149, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80312, "top5_acc": 0.97375, "loss_cls": 0.91722, "loss": 0.91722, "time": 0.22513}
+{"mode": "train", "epoch": 37, "iter": 1700, "lr": 0.02148, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.795, "top5_acc": 0.97688, "loss_cls": 0.88474, "loss": 0.88474, "time": 0.22495}
+{"mode": "train", "epoch": 37, "iter": 1800, "lr": 0.02147, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82562, "top5_acc": 0.9725, "loss_cls": 0.80998, "loss": 0.80998, "time": 0.22549}
+{"mode": "train", "epoch": 37, "iter": 1900, "lr": 0.02147, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81812, "top5_acc": 0.97125, "loss_cls": 0.85375, "loss": 0.85375, "time": 0.2248}
+{"mode": "train", "epoch": 37, "iter": 2000, "lr": 0.02146, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81375, "top5_acc": 0.97312, "loss_cls": 0.89431, "loss": 0.89431, "time": 0.22527}
+{"mode": "train", "epoch": 37, "iter": 2100, "lr": 0.02145, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82562, "top5_acc": 0.97562, "loss_cls": 0.82543, "loss": 0.82543, "time": 0.22512}
+{"mode": "train", "epoch": 37, "iter": 2200, "lr": 0.02144, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82562, "top5_acc": 0.98188, "loss_cls": 0.81553, "loss": 0.81553, "time": 0.22484}
+{"mode": "train", "epoch": 37, "iter": 2300, "lr": 0.02144, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82125, "top5_acc": 0.97188, "loss_cls": 0.84574, "loss": 0.84574, "time": 0.22578}
+{"mode": "val", "epoch": 37, "iter": 1184, "lr": 0.02143, "top1_acc": 0.83145, "top5_acc": 0.97961}
+{"mode": "train", "epoch": 38, "iter": 100, "lr": 0.02142, "memory": 6525, "data_time": 0.17327, "top1_acc": 0.8275, "top5_acc": 0.97125, "loss_cls": 0.8294, "loss": 0.8294, "time": 0.39974}
+{"mode": "train", "epoch": 38, "iter": 200, "lr": 0.02142, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83875, "top5_acc": 0.97875, "loss_cls": 0.75417, "loss": 0.75417, "time": 0.22614}
+{"mode": "train", "epoch": 38, "iter": 300, "lr": 0.02141, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83, "top5_acc": 0.97688, "loss_cls": 0.78126, "loss": 0.78126, "time": 0.22747}
+{"mode": "train", "epoch": 38, "iter": 400, "lr": 0.0214, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81375, "top5_acc": 0.97875, "loss_cls": 0.85046, "loss": 0.85046, "time": 0.22702}
+{"mode": "train", "epoch": 38, "iter": 500, "lr": 0.02139, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8175, "top5_acc": 0.97062, "loss_cls": 0.85327, "loss": 0.85327, "time": 0.22695}
+{"mode": "train", "epoch": 38, "iter": 600, "lr": 0.02138, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82875, "top5_acc": 0.97562, "loss_cls": 0.82067, "loss": 0.82067, "time": 0.22705}
+{"mode": "train", "epoch": 38, "iter": 700, "lr": 0.02138, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81875, "top5_acc": 0.97812, "loss_cls": 0.82888, "loss": 0.82888, "time": 0.22596}
+{"mode": "train", "epoch": 38, "iter": 800, "lr": 0.02137, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83062, "top5_acc": 0.98062, "loss_cls": 0.8077, "loss": 0.8077, "time": 0.22558}
+{"mode": "train", "epoch": 38, "iter": 900, "lr": 0.02136, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80375, "top5_acc": 0.97125, "loss_cls": 0.90397, "loss": 0.90397, "time": 0.22576}
+{"mode": "train", "epoch": 38, "iter": 1000, "lr": 0.02135, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.815, "top5_acc": 0.97375, "loss_cls": 0.86986, "loss": 0.86986, "time": 0.22641}
+{"mode": "train", "epoch": 38, "iter": 1100, "lr": 0.02134, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81125, "top5_acc": 0.96562, "loss_cls": 0.88216, "loss": 0.88216, "time": 0.22591}
+{"mode": "train", "epoch": 38, "iter": 1200, "lr": 0.02134, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80688, "top5_acc": 0.97562, "loss_cls": 0.88062, "loss": 0.88062, "time": 0.22583}
+{"mode": "train", "epoch": 38, "iter": 1300, "lr": 0.02133, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8275, "top5_acc": 0.98, "loss_cls": 0.79432, "loss": 0.79432, "time": 0.225}
+{"mode": "train", "epoch": 38, "iter": 1400, "lr": 0.02132, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.79062, "top5_acc": 0.97562, "loss_cls": 0.94064, "loss": 0.94064, "time": 0.22576}
+{"mode": "train", "epoch": 38, "iter": 1500, "lr": 0.02131, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81062, "top5_acc": 0.975, "loss_cls": 0.87085, "loss": 0.87085, "time": 0.2254}
+{"mode": "train", "epoch": 38, "iter": 1600, "lr": 0.02131, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8175, "top5_acc": 0.9725, "loss_cls": 0.90003, "loss": 0.90003, "time": 0.22577}
+{"mode": "train", "epoch": 38, "iter": 1700, "lr": 0.0213, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8125, "top5_acc": 0.97438, "loss_cls": 0.85475, "loss": 0.85475, "time": 0.22721}
+{"mode": "train", "epoch": 38, "iter": 1800, "lr": 0.02129, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84188, "top5_acc": 0.98062, "loss_cls": 0.79212, "loss": 0.79212, "time": 0.2275}
+{"mode": "train", "epoch": 38, "iter": 1900, "lr": 0.02128, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.7975, "top5_acc": 0.975, "loss_cls": 0.8874, "loss": 0.8874, "time": 0.22626}
+{"mode": "train", "epoch": 38, "iter": 2000, "lr": 0.02127, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82, "top5_acc": 0.97562, "loss_cls": 0.83705, "loss": 0.83705, "time": 0.22645}
+{"mode": "train", "epoch": 38, "iter": 2100, "lr": 0.02127, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8325, "top5_acc": 0.97625, "loss_cls": 0.81249, "loss": 0.81249, "time": 0.22743}
+{"mode": "train", "epoch": 38, "iter": 2200, "lr": 0.02126, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.835, "top5_acc": 0.9675, "loss_cls": 0.82689, "loss": 0.82689, "time": 0.22503}
+{"mode": "train", "epoch": 38, "iter": 2300, "lr": 0.02125, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82, "top5_acc": 0.96812, "loss_cls": 0.87819, "loss": 0.87819, "time": 0.225}
+{"mode": "val", "epoch": 38, "iter": 1184, "lr": 0.02125, "top1_acc": 0.85041, "top5_acc": 0.9832}
+{"mode": "train", "epoch": 39, "iter": 100, "lr": 0.02124, "memory": 6525, "data_time": 0.16659, "top1_acc": 0.84, "top5_acc": 0.97875, "loss_cls": 0.7748, "loss": 0.7748, "time": 0.39095}
+{"mode": "train", "epoch": 39, "iter": 200, "lr": 0.02123, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84875, "top5_acc": 0.97875, "loss_cls": 0.75565, "loss": 0.75565, "time": 0.22427}
+{"mode": "train", "epoch": 39, "iter": 300, "lr": 0.02122, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.80875, "top5_acc": 0.97812, "loss_cls": 0.8807, "loss": 0.8807, "time": 0.22421}
+{"mode": "train", "epoch": 39, "iter": 400, "lr": 0.02121, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82062, "top5_acc": 0.98, "loss_cls": 0.81112, "loss": 0.81112, "time": 0.22414}
+{"mode": "train", "epoch": 39, "iter": 500, "lr": 0.02121, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82375, "top5_acc": 0.97, "loss_cls": 0.82989, "loss": 0.82989, "time": 0.22401}
+{"mode": "train", "epoch": 39, "iter": 600, "lr": 0.0212, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83562, "top5_acc": 0.98125, "loss_cls": 0.79999, "loss": 0.79999, "time": 0.22418}
+{"mode": "train", "epoch": 39, "iter": 700, "lr": 0.02119, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82062, "top5_acc": 0.97812, "loss_cls": 0.82516, "loss": 0.82516, "time": 0.22411}
+{"mode": "train", "epoch": 39, "iter": 800, "lr": 0.02118, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82438, "top5_acc": 0.97625, "loss_cls": 0.83427, "loss": 0.83427, "time": 0.22457}
+{"mode": "train", "epoch": 39, "iter": 900, "lr": 0.02117, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83, "top5_acc": 0.97812, "loss_cls": 0.771, "loss": 0.771, "time": 0.22452}
+{"mode": "train", "epoch": 39, "iter": 1000, "lr": 0.02117, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.83875, "top5_acc": 0.97625, "loss_cls": 0.76515, "loss": 0.76515, "time": 0.22451}
+{"mode": "train", "epoch": 39, "iter": 1100, "lr": 0.02116, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.81688, "top5_acc": 0.97875, "loss_cls": 0.84856, "loss": 0.84856, "time": 0.22407}
+{"mode": "train", "epoch": 39, "iter": 1200, "lr": 0.02115, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.81562, "top5_acc": 0.97188, "loss_cls": 0.87033, "loss": 0.87033, "time": 0.22432}
+{"mode": "train", "epoch": 39, "iter": 1300, "lr": 0.02114, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.83375, "top5_acc": 0.98, "loss_cls": 0.79611, "loss": 0.79611, "time": 0.22451}
+{"mode": "train", "epoch": 39, "iter": 1400, "lr": 0.02113, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82812, "top5_acc": 0.97562, "loss_cls": 0.80673, "loss": 0.80673, "time": 0.2253}
+{"mode": "train", "epoch": 39, "iter": 1500, "lr": 0.02113, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.83062, "top5_acc": 0.97688, "loss_cls": 0.81226, "loss": 0.81226, "time": 0.22432}
+{"mode": "train", "epoch": 39, "iter": 1600, "lr": 0.02112, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82312, "top5_acc": 0.97438, "loss_cls": 0.83403, "loss": 0.83403, "time": 0.22433}
+{"mode": "train", "epoch": 39, "iter": 1700, "lr": 0.02111, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.79375, "top5_acc": 0.97438, "loss_cls": 0.93354, "loss": 0.93354, "time": 0.22443}
+{"mode": "train", "epoch": 39, "iter": 1800, "lr": 0.0211, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.82188, "top5_acc": 0.97438, "loss_cls": 0.83269, "loss": 0.83269, "time": 0.22457}
+{"mode": "train", "epoch": 39, "iter": 1900, "lr": 0.02109, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.795, "top5_acc": 0.96312, "loss_cls": 0.98328, "loss": 0.98328, "time": 0.22461}
+{"mode": "train", "epoch": 39, "iter": 2000, "lr": 0.02109, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82688, "top5_acc": 0.97375, "loss_cls": 0.85357, "loss": 0.85357, "time": 0.22499}
+{"mode": "train", "epoch": 39, "iter": 2100, "lr": 0.02108, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82438, "top5_acc": 0.96938, "loss_cls": 0.8142, "loss": 0.8142, "time": 0.22458}
+{"mode": "train", "epoch": 39, "iter": 2200, "lr": 0.02107, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82312, "top5_acc": 0.9725, "loss_cls": 0.88761, "loss": 0.88761, "time": 0.22436}
+{"mode": "train", "epoch": 39, "iter": 2300, "lr": 0.02106, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81375, "top5_acc": 0.97188, "loss_cls": 0.91817, "loss": 0.91817, "time": 0.2243}
+{"mode": "val", "epoch": 39, "iter": 1184, "lr": 0.02106, "top1_acc": 0.86319, "top5_acc": 0.98542}
+{"mode": "train", "epoch": 40, "iter": 100, "lr": 0.02105, "memory": 6525, "data_time": 0.1646, "top1_acc": 0.84312, "top5_acc": 0.98, "loss_cls": 0.76495, "loss": 0.76495, "time": 0.389}
+{"mode": "train", "epoch": 40, "iter": 200, "lr": 0.02104, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82062, "top5_acc": 0.97188, "loss_cls": 0.82159, "loss": 0.82159, "time": 0.22456}
+{"mode": "train", "epoch": 40, "iter": 300, "lr": 0.02103, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82625, "top5_acc": 0.97438, "loss_cls": 0.80778, "loss": 0.80778, "time": 0.22488}
+{"mode": "train", "epoch": 40, "iter": 400, "lr": 0.02102, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83188, "top5_acc": 0.97688, "loss_cls": 0.80391, "loss": 0.80391, "time": 0.22527}
+{"mode": "train", "epoch": 40, "iter": 500, "lr": 0.02102, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82, "top5_acc": 0.97562, "loss_cls": 0.84434, "loss": 0.84434, "time": 0.22465}
+{"mode": "train", "epoch": 40, "iter": 600, "lr": 0.02101, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84312, "top5_acc": 0.97875, "loss_cls": 0.75563, "loss": 0.75563, "time": 0.22473}
+{"mode": "train", "epoch": 40, "iter": 700, "lr": 0.021, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82, "top5_acc": 0.9775, "loss_cls": 0.82063, "loss": 0.82063, "time": 0.22475}
+{"mode": "train", "epoch": 40, "iter": 800, "lr": 0.02099, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81188, "top5_acc": 0.975, "loss_cls": 0.85301, "loss": 0.85301, "time": 0.22496}
+{"mode": "train", "epoch": 40, "iter": 900, "lr": 0.02098, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82, "top5_acc": 0.97312, "loss_cls": 0.83669, "loss": 0.83669, "time": 0.22608}
+{"mode": "train", "epoch": 40, "iter": 1000, "lr": 0.02098, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83375, "top5_acc": 0.97562, "loss_cls": 0.81099, "loss": 0.81099, "time": 0.22636}
+{"mode": "train", "epoch": 40, "iter": 1100, "lr": 0.02097, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81125, "top5_acc": 0.97938, "loss_cls": 0.83512, "loss": 0.83512, "time": 0.22627}
+{"mode": "train", "epoch": 40, "iter": 1200, "lr": 0.02096, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81625, "top5_acc": 0.97938, "loss_cls": 0.80854, "loss": 0.80854, "time": 0.22563}
+{"mode": "train", "epoch": 40, "iter": 1300, "lr": 0.02095, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83812, "top5_acc": 0.97562, "loss_cls": 0.76433, "loss": 0.76433, "time": 0.22644}
+{"mode": "train", "epoch": 40, "iter": 1400, "lr": 0.02094, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84125, "top5_acc": 0.9775, "loss_cls": 0.79194, "loss": 0.79194, "time": 0.22738}
+{"mode": "train", "epoch": 40, "iter": 1500, "lr": 0.02093, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8125, "top5_acc": 0.97688, "loss_cls": 0.8638, "loss": 0.8638, "time": 0.22651}
+{"mode": "train", "epoch": 40, "iter": 1600, "lr": 0.02093, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83812, "top5_acc": 0.97812, "loss_cls": 0.78416, "loss": 0.78416, "time": 0.22565}
+{"mode": "train", "epoch": 40, "iter": 1700, "lr": 0.02092, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.80625, "top5_acc": 0.96688, "loss_cls": 0.92502, "loss": 0.92502, "time": 0.22488}
+{"mode": "train", "epoch": 40, "iter": 1800, "lr": 0.02091, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81438, "top5_acc": 0.97125, "loss_cls": 0.88978, "loss": 0.88978, "time": 0.22465}
+{"mode": "train", "epoch": 40, "iter": 1900, "lr": 0.0209, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8375, "top5_acc": 0.97688, "loss_cls": 0.7938, "loss": 0.7938, "time": 0.22471}
+{"mode": "train", "epoch": 40, "iter": 2000, "lr": 0.02089, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.79812, "top5_acc": 0.9675, "loss_cls": 0.91677, "loss": 0.91677, "time": 0.22538}
+{"mode": "train", "epoch": 40, "iter": 2100, "lr": 0.02089, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82188, "top5_acc": 0.97875, "loss_cls": 0.84805, "loss": 0.84805, "time": 0.22561}
+{"mode": "train", "epoch": 40, "iter": 2200, "lr": 0.02088, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.78938, "top5_acc": 0.96875, "loss_cls": 0.9398, "loss": 0.9398, "time": 0.22512}
+{"mode": "train", "epoch": 40, "iter": 2300, "lr": 0.02087, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81188, "top5_acc": 0.97375, "loss_cls": 0.85415, "loss": 0.85415, "time": 0.22517}
+{"mode": "val", "epoch": 40, "iter": 1184, "lr": 0.02086, "top1_acc": 0.85411, "top5_acc": 0.98479}
+{"mode": "train", "epoch": 41, "iter": 100, "lr": 0.02086, "memory": 6525, "data_time": 0.17144, "top1_acc": 0.82, "top5_acc": 0.9775, "loss_cls": 0.80717, "loss": 0.80717, "time": 0.39724}
+{"mode": "train", "epoch": 41, "iter": 200, "lr": 0.02085, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83438, "top5_acc": 0.97688, "loss_cls": 0.78696, "loss": 0.78696, "time": 0.22579}
+{"mode": "train", "epoch": 41, "iter": 300, "lr": 0.02084, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.815, "top5_acc": 0.97312, "loss_cls": 0.84077, "loss": 0.84077, "time": 0.22565}
+{"mode": "train", "epoch": 41, "iter": 400, "lr": 0.02083, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81688, "top5_acc": 0.97625, "loss_cls": 0.80829, "loss": 0.80829, "time": 0.22551}
+{"mode": "train", "epoch": 41, "iter": 500, "lr": 0.02082, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81812, "top5_acc": 0.97625, "loss_cls": 0.84621, "loss": 0.84621, "time": 0.22522}
+{"mode": "train", "epoch": 41, "iter": 600, "lr": 0.02081, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81375, "top5_acc": 0.97188, "loss_cls": 0.87707, "loss": 0.87707, "time": 0.22543}
+{"mode": "train", "epoch": 41, "iter": 700, "lr": 0.02081, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81625, "top5_acc": 0.975, "loss_cls": 0.8854, "loss": 0.8854, "time": 0.22523}
+{"mode": "train", "epoch": 41, "iter": 800, "lr": 0.0208, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82125, "top5_acc": 0.96812, "loss_cls": 0.86374, "loss": 0.86374, "time": 0.22544}
+{"mode": "train", "epoch": 41, "iter": 900, "lr": 0.02079, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.83062, "top5_acc": 0.97, "loss_cls": 0.82035, "loss": 0.82035, "time": 0.22484}
+{"mode": "train", "epoch": 41, "iter": 1000, "lr": 0.02078, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82812, "top5_acc": 0.97312, "loss_cls": 0.81259, "loss": 0.81259, "time": 0.22521}
+{"mode": "train", "epoch": 41, "iter": 1100, "lr": 0.02077, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82188, "top5_acc": 0.97125, "loss_cls": 0.83265, "loss": 0.83265, "time": 0.22504}
+{"mode": "train", "epoch": 41, "iter": 1200, "lr": 0.02076, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.80812, "top5_acc": 0.97125, "loss_cls": 0.88346, "loss": 0.88346, "time": 0.22536}
+{"mode": "train", "epoch": 41, "iter": 1300, "lr": 0.02076, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82938, "top5_acc": 0.97938, "loss_cls": 0.80292, "loss": 0.80292, "time": 0.22541}
+{"mode": "train", "epoch": 41, "iter": 1400, "lr": 0.02075, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8325, "top5_acc": 0.97625, "loss_cls": 0.81829, "loss": 0.81829, "time": 0.22504}
+{"mode": "train", "epoch": 41, "iter": 1500, "lr": 0.02074, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82, "top5_acc": 0.97625, "loss_cls": 0.83651, "loss": 0.83651, "time": 0.22614}
+{"mode": "train", "epoch": 41, "iter": 1600, "lr": 0.02073, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82562, "top5_acc": 0.97812, "loss_cls": 0.79152, "loss": 0.79152, "time": 0.22555}
+{"mode": "train", "epoch": 41, "iter": 1700, "lr": 0.02072, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81875, "top5_acc": 0.97312, "loss_cls": 0.85352, "loss": 0.85352, "time": 0.22518}
+{"mode": "train", "epoch": 41, "iter": 1800, "lr": 0.02071, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.83188, "top5_acc": 0.97688, "loss_cls": 0.81593, "loss": 0.81593, "time": 0.22512}
+{"mode": "train", "epoch": 41, "iter": 1900, "lr": 0.02071, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82125, "top5_acc": 0.96688, "loss_cls": 0.90023, "loss": 0.90023, "time": 0.22554}
+{"mode": "train", "epoch": 41, "iter": 2000, "lr": 0.0207, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83562, "top5_acc": 0.97875, "loss_cls": 0.7853, "loss": 0.7853, "time": 0.22596}
+{"mode": "train", "epoch": 41, "iter": 2100, "lr": 0.02069, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82812, "top5_acc": 0.97625, "loss_cls": 0.81734, "loss": 0.81734, "time": 0.22555}
+{"mode": "train", "epoch": 41, "iter": 2200, "lr": 0.02068, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83312, "top5_acc": 0.97875, "loss_cls": 0.80783, "loss": 0.80783, "time": 0.2252}
+{"mode": "train", "epoch": 41, "iter": 2300, "lr": 0.02067, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82625, "top5_acc": 0.97875, "loss_cls": 0.79678, "loss": 0.79678, "time": 0.22528}
+{"mode": "val", "epoch": 41, "iter": 1184, "lr": 0.02067, "top1_acc": 0.83858, "top5_acc": 0.98294}
+{"mode": "train", "epoch": 42, "iter": 100, "lr": 0.02066, "memory": 6525, "data_time": 0.16861, "top1_acc": 0.83438, "top5_acc": 0.97688, "loss_cls": 0.76727, "loss": 0.76727, "time": 0.39349}
+{"mode": "train", "epoch": 42, "iter": 200, "lr": 0.02065, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83938, "top5_acc": 0.97375, "loss_cls": 0.80075, "loss": 0.80075, "time": 0.22544}
+{"mode": "train", "epoch": 42, "iter": 300, "lr": 0.02064, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83625, "top5_acc": 0.97438, "loss_cls": 0.77857, "loss": 0.77857, "time": 0.22528}
+{"mode": "train", "epoch": 42, "iter": 400, "lr": 0.02063, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82688, "top5_acc": 0.97438, "loss_cls": 0.8112, "loss": 0.8112, "time": 0.22551}
+{"mode": "train", "epoch": 42, "iter": 500, "lr": 0.02063, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82875, "top5_acc": 0.97688, "loss_cls": 0.78352, "loss": 0.78352, "time": 0.22516}
+{"mode": "train", "epoch": 42, "iter": 600, "lr": 0.02062, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84312, "top5_acc": 0.97438, "loss_cls": 0.77641, "loss": 0.77641, "time": 0.22459}
+{"mode": "train", "epoch": 42, "iter": 700, "lr": 0.02061, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81375, "top5_acc": 0.97125, "loss_cls": 0.86121, "loss": 0.86121, "time": 0.22467}
+{"mode": "train", "epoch": 42, "iter": 800, "lr": 0.0206, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82375, "top5_acc": 0.97875, "loss_cls": 0.85271, "loss": 0.85271, "time": 0.22454}
+{"mode": "train", "epoch": 42, "iter": 900, "lr": 0.02059, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82312, "top5_acc": 0.97125, "loss_cls": 0.82928, "loss": 0.82928, "time": 0.2258}
+{"mode": "train", "epoch": 42, "iter": 1000, "lr": 0.02058, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82125, "top5_acc": 0.97062, "loss_cls": 0.85969, "loss": 0.85969, "time": 0.22517}
+{"mode": "train", "epoch": 42, "iter": 1100, "lr": 0.02057, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82812, "top5_acc": 0.97938, "loss_cls": 0.77502, "loss": 0.77502, "time": 0.22508}
+{"mode": "train", "epoch": 42, "iter": 1200, "lr": 0.02057, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80062, "top5_acc": 0.97812, "loss_cls": 0.88152, "loss": 0.88152, "time": 0.22508}
+{"mode": "train", "epoch": 42, "iter": 1300, "lr": 0.02056, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83062, "top5_acc": 0.98125, "loss_cls": 0.82295, "loss": 0.82295, "time": 0.22545}
+{"mode": "train", "epoch": 42, "iter": 1400, "lr": 0.02055, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83625, "top5_acc": 0.97375, "loss_cls": 0.81223, "loss": 0.81223, "time": 0.22487}
+{"mode": "train", "epoch": 42, "iter": 1500, "lr": 0.02054, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80875, "top5_acc": 0.97688, "loss_cls": 0.85063, "loss": 0.85063, "time": 0.22608}
+{"mode": "train", "epoch": 42, "iter": 1600, "lr": 0.02053, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82625, "top5_acc": 0.96875, "loss_cls": 0.81351, "loss": 0.81351, "time": 0.22554}
+{"mode": "train", "epoch": 42, "iter": 1700, "lr": 0.02052, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82, "top5_acc": 0.975, "loss_cls": 0.84838, "loss": 0.84838, "time": 0.22524}
+{"mode": "train", "epoch": 42, "iter": 1800, "lr": 0.02052, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81375, "top5_acc": 0.9725, "loss_cls": 0.87335, "loss": 0.87335, "time": 0.22597}
+{"mode": "train", "epoch": 42, "iter": 1900, "lr": 0.02051, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82, "top5_acc": 0.98062, "loss_cls": 0.79702, "loss": 0.79702, "time": 0.22614}
+{"mode": "train", "epoch": 42, "iter": 2000, "lr": 0.0205, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82562, "top5_acc": 0.97562, "loss_cls": 0.80849, "loss": 0.80849, "time": 0.22552}
+{"mode": "train", "epoch": 42, "iter": 2100, "lr": 0.02049, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.81375, "top5_acc": 0.97812, "loss_cls": 0.84135, "loss": 0.84135, "time": 0.22484}
+{"mode": "train", "epoch": 42, "iter": 2200, "lr": 0.02048, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.82812, "top5_acc": 0.975, "loss_cls": 0.81955, "loss": 0.81955, "time": 0.2246}
+{"mode": "train", "epoch": 42, "iter": 2300, "lr": 0.02047, "memory": 6525, "data_time": 0.00012, "top1_acc": 0.8175, "top5_acc": 0.97625, "loss_cls": 0.84676, "loss": 0.84676, "time": 0.22482}
+{"mode": "val", "epoch": 42, "iter": 1184, "lr": 0.02047, "top1_acc": 0.83462, "top5_acc": 0.98389}
+{"mode": "train", "epoch": 43, "iter": 100, "lr": 0.02046, "memory": 6525, "data_time": 0.1715, "top1_acc": 0.82, "top5_acc": 0.97938, "loss_cls": 0.81919, "loss": 0.81919, "time": 0.3959}
+{"mode": "train", "epoch": 43, "iter": 200, "lr": 0.02045, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.83688, "top5_acc": 0.9825, "loss_cls": 0.74019, "loss": 0.74019, "time": 0.22474}
+{"mode": "train", "epoch": 43, "iter": 300, "lr": 0.02044, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84625, "top5_acc": 0.97562, "loss_cls": 0.75297, "loss": 0.75297, "time": 0.22463}
+{"mode": "train", "epoch": 43, "iter": 400, "lr": 0.02043, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84438, "top5_acc": 0.98125, "loss_cls": 0.73252, "loss": 0.73252, "time": 0.2248}
+{"mode": "train", "epoch": 43, "iter": 500, "lr": 0.02042, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82562, "top5_acc": 0.97812, "loss_cls": 0.80974, "loss": 0.80974, "time": 0.2248}
+{"mode": "train", "epoch": 43, "iter": 600, "lr": 0.02042, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80188, "top5_acc": 0.97625, "loss_cls": 0.8829, "loss": 0.8829, "time": 0.22556}
+{"mode": "train", "epoch": 43, "iter": 700, "lr": 0.02041, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81375, "top5_acc": 0.97125, "loss_cls": 0.8428, "loss": 0.8428, "time": 0.22573}
+{"mode": "train", "epoch": 43, "iter": 800, "lr": 0.0204, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81625, "top5_acc": 0.97688, "loss_cls": 0.84201, "loss": 0.84201, "time": 0.22481}
+{"mode": "train", "epoch": 43, "iter": 900, "lr": 0.02039, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.805, "top5_acc": 0.97688, "loss_cls": 0.88938, "loss": 0.88938, "time": 0.22492}
+{"mode": "train", "epoch": 43, "iter": 1000, "lr": 0.02038, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82125, "top5_acc": 0.97812, "loss_cls": 0.82382, "loss": 0.82382, "time": 0.22547}
+{"mode": "train", "epoch": 43, "iter": 1100, "lr": 0.02037, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82625, "top5_acc": 0.97375, "loss_cls": 0.80939, "loss": 0.80939, "time": 0.2254}
+{"mode": "train", "epoch": 43, "iter": 1200, "lr": 0.02036, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.835, "top5_acc": 0.98062, "loss_cls": 0.78527, "loss": 0.78527, "time": 0.22816}
+{"mode": "train", "epoch": 43, "iter": 1300, "lr": 0.02036, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80562, "top5_acc": 0.96875, "loss_cls": 0.88129, "loss": 0.88129, "time": 0.22717}
+{"mode": "train", "epoch": 43, "iter": 1400, "lr": 0.02035, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83312, "top5_acc": 0.98, "loss_cls": 0.77069, "loss": 0.77069, "time": 0.22754}
+{"mode": "train", "epoch": 43, "iter": 1500, "lr": 0.02034, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82438, "top5_acc": 0.9775, "loss_cls": 0.80518, "loss": 0.80518, "time": 0.22678}
+{"mode": "train", "epoch": 43, "iter": 1600, "lr": 0.02033, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81562, "top5_acc": 0.96562, "loss_cls": 0.87196, "loss": 0.87196, "time": 0.22737}
+{"mode": "train", "epoch": 43, "iter": 1700, "lr": 0.02032, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82438, "top5_acc": 0.98062, "loss_cls": 0.82493, "loss": 0.82493, "time": 0.22561}
+{"mode": "train", "epoch": 43, "iter": 1800, "lr": 0.02031, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83, "top5_acc": 0.97875, "loss_cls": 0.78632, "loss": 0.78632, "time": 0.22523}
+{"mode": "train", "epoch": 43, "iter": 1900, "lr": 0.0203, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.845, "top5_acc": 0.98188, "loss_cls": 0.75158, "loss": 0.75158, "time": 0.22609}
+{"mode": "train", "epoch": 43, "iter": 2000, "lr": 0.0203, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82188, "top5_acc": 0.97875, "loss_cls": 0.84176, "loss": 0.84176, "time": 0.2254}
+{"mode": "train", "epoch": 43, "iter": 2100, "lr": 0.02029, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83375, "top5_acc": 0.97688, "loss_cls": 0.79717, "loss": 0.79717, "time": 0.22538}
+{"mode": "train", "epoch": 43, "iter": 2200, "lr": 0.02028, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84438, "top5_acc": 0.97688, "loss_cls": 0.76897, "loss": 0.76897, "time": 0.2253}
+{"mode": "train", "epoch": 43, "iter": 2300, "lr": 0.02027, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.815, "top5_acc": 0.97875, "loss_cls": 0.8494, "loss": 0.8494, "time": 0.2258}
+{"mode": "val", "epoch": 43, "iter": 1184, "lr": 0.02026, "top1_acc": 0.81597, "top5_acc": 0.98289}
+{"mode": "train", "epoch": 44, "iter": 100, "lr": 0.02026, "memory": 6525, "data_time": 0.16937, "top1_acc": 0.83, "top5_acc": 0.98438, "loss_cls": 0.7584, "loss": 0.7584, "time": 0.53313}
+{"mode": "train", "epoch": 44, "iter": 200, "lr": 0.02025, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.835, "top5_acc": 0.97688, "loss_cls": 0.77149, "loss": 0.77149, "time": 0.36399}
+{"mode": "train", "epoch": 44, "iter": 300, "lr": 0.02024, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83938, "top5_acc": 0.97375, "loss_cls": 0.79914, "loss": 0.79914, "time": 0.36358}
+{"mode": "train", "epoch": 44, "iter": 400, "lr": 0.02023, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83688, "top5_acc": 0.97688, "loss_cls": 0.76523, "loss": 0.76523, "time": 0.3637}
+{"mode": "train", "epoch": 44, "iter": 500, "lr": 0.02022, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8125, "top5_acc": 0.97562, "loss_cls": 0.82704, "loss": 0.82704, "time": 0.36302}
+{"mode": "train", "epoch": 44, "iter": 600, "lr": 0.02021, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81562, "top5_acc": 0.98125, "loss_cls": 0.8092, "loss": 0.8092, "time": 0.36324}
+{"mode": "train", "epoch": 44, "iter": 700, "lr": 0.0202, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82125, "top5_acc": 0.97125, "loss_cls": 0.84162, "loss": 0.84162, "time": 0.36331}
+{"mode": "train", "epoch": 44, "iter": 800, "lr": 0.02019, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82625, "top5_acc": 0.97188, "loss_cls": 0.80199, "loss": 0.80199, "time": 0.36281}
+{"mode": "train", "epoch": 44, "iter": 900, "lr": 0.02019, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.815, "top5_acc": 0.97438, "loss_cls": 0.85436, "loss": 0.85436, "time": 0.36364}
+{"mode": "train", "epoch": 44, "iter": 1000, "lr": 0.02018, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82438, "top5_acc": 0.98062, "loss_cls": 0.80696, "loss": 0.80696, "time": 0.36485}
+{"mode": "train", "epoch": 44, "iter": 1100, "lr": 0.02017, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82312, "top5_acc": 0.97688, "loss_cls": 0.79476, "loss": 0.79476, "time": 0.36476}
+{"mode": "train", "epoch": 44, "iter": 1200, "lr": 0.02016, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83375, "top5_acc": 0.97438, "loss_cls": 0.78903, "loss": 0.78903, "time": 0.36291}
+{"mode": "train", "epoch": 44, "iter": 1300, "lr": 0.02015, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81062, "top5_acc": 0.97438, "loss_cls": 0.86874, "loss": 0.86874, "time": 0.3638}
+{"mode": "train", "epoch": 44, "iter": 1400, "lr": 0.02014, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8475, "top5_acc": 0.98312, "loss_cls": 0.73951, "loss": 0.73951, "time": 0.36281}
+{"mode": "train", "epoch": 44, "iter": 1500, "lr": 0.02013, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83062, "top5_acc": 0.9775, "loss_cls": 0.81748, "loss": 0.81748, "time": 0.36322}
+{"mode": "train", "epoch": 44, "iter": 1600, "lr": 0.02012, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81125, "top5_acc": 0.97188, "loss_cls": 0.88104, "loss": 0.88104, "time": 0.36316}
+{"mode": "train", "epoch": 44, "iter": 1700, "lr": 0.02012, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81625, "top5_acc": 0.97938, "loss_cls": 0.80234, "loss": 0.80234, "time": 0.36328}
+{"mode": "train", "epoch": 44, "iter": 1800, "lr": 0.02011, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81062, "top5_acc": 0.97438, "loss_cls": 0.8884, "loss": 0.8884, "time": 0.36383}
+{"mode": "train", "epoch": 44, "iter": 1900, "lr": 0.0201, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82312, "top5_acc": 0.98062, "loss_cls": 0.79512, "loss": 0.79512, "time": 0.3632}
+{"mode": "train", "epoch": 44, "iter": 2000, "lr": 0.02009, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83688, "top5_acc": 0.975, "loss_cls": 0.79986, "loss": 0.79986, "time": 0.36334}
+{"mode": "train", "epoch": 44, "iter": 2100, "lr": 0.02008, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8225, "top5_acc": 0.97438, "loss_cls": 0.83066, "loss": 0.83066, "time": 0.36325}
+{"mode": "train", "epoch": 44, "iter": 2200, "lr": 0.02007, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81312, "top5_acc": 0.96875, "loss_cls": 0.85481, "loss": 0.85481, "time": 0.36355}
+{"mode": "train", "epoch": 44, "iter": 2300, "lr": 0.02006, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81938, "top5_acc": 0.9725, "loss_cls": 0.84696, "loss": 0.84696, "time": 0.36312}
+{"mode": "val", "epoch": 44, "iter": 1184, "lr": 0.02006, "top1_acc": 0.84053, "top5_acc": 0.98209}
+{"mode": "train", "epoch": 45, "iter": 100, "lr": 0.02005, "memory": 6525, "data_time": 0.16751, "top1_acc": 0.85375, "top5_acc": 0.98562, "loss_cls": 0.68427, "loss": 0.68427, "time": 0.39211}
+{"mode": "train", "epoch": 45, "iter": 200, "lr": 0.02004, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84938, "top5_acc": 0.985, "loss_cls": 0.70385, "loss": 0.70385, "time": 0.22461}
+{"mode": "train", "epoch": 45, "iter": 300, "lr": 0.02003, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85312, "top5_acc": 0.97812, "loss_cls": 0.73404, "loss": 0.73404, "time": 0.22387}
+{"mode": "train", "epoch": 45, "iter": 400, "lr": 0.02002, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84188, "top5_acc": 0.9775, "loss_cls": 0.74423, "loss": 0.74423, "time": 0.22499}
+{"mode": "train", "epoch": 45, "iter": 500, "lr": 0.02001, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81938, "top5_acc": 0.975, "loss_cls": 0.80711, "loss": 0.80711, "time": 0.2255}
+{"mode": "train", "epoch": 45, "iter": 600, "lr": 0.02, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81938, "top5_acc": 0.97625, "loss_cls": 0.85463, "loss": 0.85463, "time": 0.22592}
+{"mode": "train", "epoch": 45, "iter": 700, "lr": 0.02, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81875, "top5_acc": 0.9675, "loss_cls": 0.86463, "loss": 0.86463, "time": 0.22532}
+{"mode": "train", "epoch": 45, "iter": 800, "lr": 0.01999, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81812, "top5_acc": 0.9775, "loss_cls": 0.82512, "loss": 0.82512, "time": 0.22493}
+{"mode": "train", "epoch": 45, "iter": 900, "lr": 0.01998, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82938, "top5_acc": 0.97375, "loss_cls": 0.81231, "loss": 0.81231, "time": 0.2247}
+{"mode": "train", "epoch": 45, "iter": 1000, "lr": 0.01997, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84438, "top5_acc": 0.97438, "loss_cls": 0.74844, "loss": 0.74844, "time": 0.225}
+{"mode": "train", "epoch": 45, "iter": 1100, "lr": 0.01996, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83688, "top5_acc": 0.97375, "loss_cls": 0.79768, "loss": 0.79768, "time": 0.22476}
+{"mode": "train", "epoch": 45, "iter": 1200, "lr": 0.01995, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.80625, "top5_acc": 0.97312, "loss_cls": 0.91363, "loss": 0.91363, "time": 0.22474}
+{"mode": "train", "epoch": 45, "iter": 1300, "lr": 0.01994, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8075, "top5_acc": 0.97125, "loss_cls": 0.89563, "loss": 0.89563, "time": 0.22551}
+{"mode": "train", "epoch": 45, "iter": 1400, "lr": 0.01993, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82625, "top5_acc": 0.97562, "loss_cls": 0.81727, "loss": 0.81727, "time": 0.2264}
+{"mode": "train", "epoch": 45, "iter": 1500, "lr": 0.01992, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83688, "top5_acc": 0.98125, "loss_cls": 0.75915, "loss": 0.75915, "time": 0.22604}
+{"mode": "train", "epoch": 45, "iter": 1600, "lr": 0.01992, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.80812, "top5_acc": 0.97812, "loss_cls": 0.87196, "loss": 0.87196, "time": 0.22606}
+{"mode": "train", "epoch": 45, "iter": 1700, "lr": 0.01991, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.855, "top5_acc": 0.98125, "loss_cls": 0.72909, "loss": 0.72909, "time": 0.22519}
+{"mode": "train", "epoch": 45, "iter": 1800, "lr": 0.0199, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83062, "top5_acc": 0.9675, "loss_cls": 0.81818, "loss": 0.81818, "time": 0.22533}
+{"mode": "train", "epoch": 45, "iter": 1900, "lr": 0.01989, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.83, "top5_acc": 0.97562, "loss_cls": 0.7895, "loss": 0.7895, "time": 0.22671}
+{"mode": "train", "epoch": 45, "iter": 2000, "lr": 0.01988, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82375, "top5_acc": 0.97062, "loss_cls": 0.80052, "loss": 0.80052, "time": 0.22663}
+{"mode": "train", "epoch": 45, "iter": 2100, "lr": 0.01987, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83875, "top5_acc": 0.98, "loss_cls": 0.75745, "loss": 0.75745, "time": 0.22698}
+{"mode": "train", "epoch": 45, "iter": 2200, "lr": 0.01986, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8025, "top5_acc": 0.97188, "loss_cls": 0.89106, "loss": 0.89106, "time": 0.22642}
+{"mode": "train", "epoch": 45, "iter": 2300, "lr": 0.01985, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83, "top5_acc": 0.97875, "loss_cls": 0.83527, "loss": 0.83527, "time": 0.22603}
+{"mode": "val", "epoch": 45, "iter": 1184, "lr": 0.01985, "top1_acc": 0.84096, "top5_acc": 0.98151}
+{"mode": "train", "epoch": 46, "iter": 100, "lr": 0.01984, "memory": 6525, "data_time": 0.16797, "top1_acc": 0.81375, "top5_acc": 0.975, "loss_cls": 0.84957, "loss": 0.84957, "time": 0.39377}
+{"mode": "train", "epoch": 46, "iter": 200, "lr": 0.01983, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84062, "top5_acc": 0.98, "loss_cls": 0.73987, "loss": 0.73987, "time": 0.22721}
+{"mode": "train", "epoch": 46, "iter": 300, "lr": 0.01982, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85125, "top5_acc": 0.98, "loss_cls": 0.7319, "loss": 0.7319, "time": 0.22598}
+{"mode": "train", "epoch": 46, "iter": 400, "lr": 0.01981, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82938, "top5_acc": 0.9775, "loss_cls": 0.80141, "loss": 0.80141, "time": 0.22596}
+{"mode": "train", "epoch": 46, "iter": 500, "lr": 0.0198, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83, "top5_acc": 0.97062, "loss_cls": 0.80594, "loss": 0.80594, "time": 0.22511}
+{"mode": "train", "epoch": 46, "iter": 600, "lr": 0.01979, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8325, "top5_acc": 0.97188, "loss_cls": 0.803, "loss": 0.803, "time": 0.22545}
+{"mode": "train", "epoch": 46, "iter": 700, "lr": 0.01978, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8225, "top5_acc": 0.98, "loss_cls": 0.80922, "loss": 0.80922, "time": 0.22554}
+{"mode": "train", "epoch": 46, "iter": 800, "lr": 0.01978, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.83875, "top5_acc": 0.97938, "loss_cls": 0.73345, "loss": 0.73345, "time": 0.22574}
+{"mode": "train", "epoch": 46, "iter": 900, "lr": 0.01977, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83688, "top5_acc": 0.9725, "loss_cls": 0.74755, "loss": 0.74755, "time": 0.22578}
+{"mode": "train", "epoch": 46, "iter": 1000, "lr": 0.01976, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83625, "top5_acc": 0.98312, "loss_cls": 0.75624, "loss": 0.75624, "time": 0.22582}
+{"mode": "train", "epoch": 46, "iter": 1100, "lr": 0.01975, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82688, "top5_acc": 0.9775, "loss_cls": 0.8054, "loss": 0.8054, "time": 0.22612}
+{"mode": "train", "epoch": 46, "iter": 1200, "lr": 0.01974, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8275, "top5_acc": 0.97062, "loss_cls": 0.80112, "loss": 0.80112, "time": 0.22502}
+{"mode": "train", "epoch": 46, "iter": 1300, "lr": 0.01973, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83688, "top5_acc": 0.97875, "loss_cls": 0.79436, "loss": 0.79436, "time": 0.22605}
+{"mode": "train", "epoch": 46, "iter": 1400, "lr": 0.01972, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8075, "top5_acc": 0.97062, "loss_cls": 0.90158, "loss": 0.90158, "time": 0.22515}
+{"mode": "train", "epoch": 46, "iter": 1500, "lr": 0.01971, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82688, "top5_acc": 0.98188, "loss_cls": 0.7962, "loss": 0.7962, "time": 0.22574}
+{"mode": "train", "epoch": 46, "iter": 1600, "lr": 0.0197, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8325, "top5_acc": 0.98312, "loss_cls": 0.76256, "loss": 0.76256, "time": 0.22515}
+{"mode": "train", "epoch": 46, "iter": 1700, "lr": 0.01969, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.83812, "top5_acc": 0.97375, "loss_cls": 0.77747, "loss": 0.77747, "time": 0.22815}
+{"mode": "train", "epoch": 46, "iter": 1800, "lr": 0.01968, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8325, "top5_acc": 0.97188, "loss_cls": 0.83814, "loss": 0.83814, "time": 0.22539}
+{"mode": "train", "epoch": 46, "iter": 1900, "lr": 0.01968, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.83312, "top5_acc": 0.97, "loss_cls": 0.83509, "loss": 0.83509, "time": 0.22514}
+{"mode": "train", "epoch": 46, "iter": 2000, "lr": 0.01967, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81875, "top5_acc": 0.97562, "loss_cls": 0.87128, "loss": 0.87128, "time": 0.2262}
+{"mode": "train", "epoch": 46, "iter": 2100, "lr": 0.01966, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83062, "top5_acc": 0.9725, "loss_cls": 0.81316, "loss": 0.81316, "time": 0.22564}
+{"mode": "train", "epoch": 46, "iter": 2200, "lr": 0.01965, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.815, "top5_acc": 0.97938, "loss_cls": 0.80784, "loss": 0.80784, "time": 0.22769}
+{"mode": "train", "epoch": 46, "iter": 2300, "lr": 0.01964, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83312, "top5_acc": 0.9825, "loss_cls": 0.75233, "loss": 0.75233, "time": 0.22634}
+{"mode": "val", "epoch": 46, "iter": 1184, "lr": 0.01963, "top1_acc": 0.83705, "top5_acc": 0.98437}
+{"mode": "train", "epoch": 47, "iter": 100, "lr": 0.01962, "memory": 6525, "data_time": 0.17153, "top1_acc": 0.83125, "top5_acc": 0.97688, "loss_cls": 0.7894, "loss": 0.7894, "time": 0.39809}
+{"mode": "train", "epoch": 47, "iter": 200, "lr": 0.01962, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84625, "top5_acc": 0.97688, "loss_cls": 0.75461, "loss": 0.75461, "time": 0.22567}
+{"mode": "train", "epoch": 47, "iter": 300, "lr": 0.01961, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83688, "top5_acc": 0.97375, "loss_cls": 0.76524, "loss": 0.76524, "time": 0.22462}
+{"mode": "train", "epoch": 47, "iter": 400, "lr": 0.0196, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83312, "top5_acc": 0.97438, "loss_cls": 0.78064, "loss": 0.78064, "time": 0.22567}
+{"mode": "train", "epoch": 47, "iter": 500, "lr": 0.01959, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84, "top5_acc": 0.98125, "loss_cls": 0.74256, "loss": 0.74256, "time": 0.22665}
+{"mode": "train", "epoch": 47, "iter": 600, "lr": 0.01958, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84562, "top5_acc": 0.97625, "loss_cls": 0.77946, "loss": 0.77946, "time": 0.22618}
+{"mode": "train", "epoch": 47, "iter": 700, "lr": 0.01957, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82062, "top5_acc": 0.97875, "loss_cls": 0.80399, "loss": 0.80399, "time": 0.22549}
+{"mode": "train", "epoch": 47, "iter": 800, "lr": 0.01956, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83875, "top5_acc": 0.97625, "loss_cls": 0.76968, "loss": 0.76968, "time": 0.22551}
+{"mode": "train", "epoch": 47, "iter": 900, "lr": 0.01955, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82562, "top5_acc": 0.97375, "loss_cls": 0.83664, "loss": 0.83664, "time": 0.22522}
+{"mode": "train", "epoch": 47, "iter": 1000, "lr": 0.01954, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8275, "top5_acc": 0.96812, "loss_cls": 0.81161, "loss": 0.81161, "time": 0.2265}
+{"mode": "train", "epoch": 47, "iter": 1100, "lr": 0.01953, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82, "top5_acc": 0.97562, "loss_cls": 0.80299, "loss": 0.80299, "time": 0.22609}
+{"mode": "train", "epoch": 47, "iter": 1200, "lr": 0.01952, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84, "top5_acc": 0.9725, "loss_cls": 0.75934, "loss": 0.75934, "time": 0.22591}
+{"mode": "train", "epoch": 47, "iter": 1300, "lr": 0.01951, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.82875, "top5_acc": 0.9775, "loss_cls": 0.78714, "loss": 0.78714, "time": 0.22736}
+{"mode": "train", "epoch": 47, "iter": 1400, "lr": 0.01951, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83312, "top5_acc": 0.97, "loss_cls": 0.81165, "loss": 0.81165, "time": 0.22558}
+{"mode": "train", "epoch": 47, "iter": 1500, "lr": 0.0195, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83938, "top5_acc": 0.98, "loss_cls": 0.74049, "loss": 0.74049, "time": 0.2271}
+{"mode": "train", "epoch": 47, "iter": 1600, "lr": 0.01949, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.81875, "top5_acc": 0.97375, "loss_cls": 0.8614, "loss": 0.8614, "time": 0.2263}
+{"mode": "train", "epoch": 47, "iter": 1700, "lr": 0.01948, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83188, "top5_acc": 0.98062, "loss_cls": 0.79317, "loss": 0.79317, "time": 0.22602}
+{"mode": "train", "epoch": 47, "iter": 1800, "lr": 0.01947, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.83438, "top5_acc": 0.97562, "loss_cls": 0.79952, "loss": 0.79952, "time": 0.22494}
+{"mode": "train", "epoch": 47, "iter": 1900, "lr": 0.01946, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82938, "top5_acc": 0.97688, "loss_cls": 0.79467, "loss": 0.79467, "time": 0.22488}
+{"mode": "train", "epoch": 47, "iter": 2000, "lr": 0.01945, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8275, "top5_acc": 0.97625, "loss_cls": 0.81547, "loss": 0.81547, "time": 0.22492}
+{"mode": "train", "epoch": 47, "iter": 2100, "lr": 0.01944, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8175, "top5_acc": 0.97312, "loss_cls": 0.84339, "loss": 0.84339, "time": 0.22539}
+{"mode": "train", "epoch": 47, "iter": 2200, "lr": 0.01943, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83688, "top5_acc": 0.98312, "loss_cls": 0.74081, "loss": 0.74081, "time": 0.22669}
+{"mode": "train", "epoch": 47, "iter": 2300, "lr": 0.01942, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83, "top5_acc": 0.98, "loss_cls": 0.79874, "loss": 0.79874, "time": 0.22544}
+{"mode": "val", "epoch": 47, "iter": 1184, "lr": 0.01942, "top1_acc": 0.86288, "top5_acc": 0.98685}
+{"mode": "train", "epoch": 48, "iter": 100, "lr": 0.01941, "memory": 6525, "data_time": 0.17113, "top1_acc": 0.83438, "top5_acc": 0.97188, "loss_cls": 0.78452, "loss": 0.78452, "time": 0.39756}
+{"mode": "train", "epoch": 48, "iter": 200, "lr": 0.0194, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84688, "top5_acc": 0.98375, "loss_cls": 0.72941, "loss": 0.72941, "time": 0.2272}
+{"mode": "train", "epoch": 48, "iter": 300, "lr": 0.01939, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8225, "top5_acc": 0.975, "loss_cls": 0.81193, "loss": 0.81193, "time": 0.22504}
+{"mode": "train", "epoch": 48, "iter": 400, "lr": 0.01938, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84438, "top5_acc": 0.97688, "loss_cls": 0.77222, "loss": 0.77222, "time": 0.22679}
+{"mode": "train", "epoch": 48, "iter": 500, "lr": 0.01937, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83062, "top5_acc": 0.97562, "loss_cls": 0.83511, "loss": 0.83511, "time": 0.22505}
+{"mode": "train", "epoch": 48, "iter": 600, "lr": 0.01936, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83938, "top5_acc": 0.97938, "loss_cls": 0.72333, "loss": 0.72333, "time": 0.22561}
+{"mode": "train", "epoch": 48, "iter": 700, "lr": 0.01935, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84875, "top5_acc": 0.97688, "loss_cls": 0.74962, "loss": 0.74962, "time": 0.22518}
+{"mode": "train", "epoch": 48, "iter": 800, "lr": 0.01934, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84875, "top5_acc": 0.985, "loss_cls": 0.72194, "loss": 0.72194, "time": 0.22496}
+{"mode": "train", "epoch": 48, "iter": 900, "lr": 0.01933, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.80812, "top5_acc": 0.9775, "loss_cls": 0.83328, "loss": 0.83328, "time": 0.2251}
+{"mode": "train", "epoch": 48, "iter": 1000, "lr": 0.01932, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.835, "top5_acc": 0.98, "loss_cls": 0.77515, "loss": 0.77515, "time": 0.22476}
+{"mode": "train", "epoch": 48, "iter": 1100, "lr": 0.01932, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81438, "top5_acc": 0.975, "loss_cls": 0.83899, "loss": 0.83899, "time": 0.22493}
+{"mode": "train", "epoch": 48, "iter": 1200, "lr": 0.01931, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82188, "top5_acc": 0.97688, "loss_cls": 0.81707, "loss": 0.81707, "time": 0.22474}
+{"mode": "train", "epoch": 48, "iter": 1300, "lr": 0.0193, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.81125, "top5_acc": 0.96812, "loss_cls": 0.86943, "loss": 0.86943, "time": 0.22469}
+{"mode": "train", "epoch": 48, "iter": 1400, "lr": 0.01929, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83125, "top5_acc": 0.9825, "loss_cls": 0.76011, "loss": 0.76011, "time": 0.22648}
+{"mode": "train", "epoch": 48, "iter": 1500, "lr": 0.01928, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83375, "top5_acc": 0.97562, "loss_cls": 0.76666, "loss": 0.76666, "time": 0.22629}
+{"mode": "train", "epoch": 48, "iter": 1600, "lr": 0.01927, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82562, "top5_acc": 0.9675, "loss_cls": 0.83351, "loss": 0.83351, "time": 0.22664}
+{"mode": "train", "epoch": 48, "iter": 1700, "lr": 0.01926, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83188, "top5_acc": 0.97625, "loss_cls": 0.77, "loss": 0.77, "time": 0.22694}
+{"mode": "train", "epoch": 48, "iter": 1800, "lr": 0.01925, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.835, "top5_acc": 0.97562, "loss_cls": 0.7716, "loss": 0.7716, "time": 0.22702}
+{"mode": "train", "epoch": 48, "iter": 1900, "lr": 0.01924, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83938, "top5_acc": 0.975, "loss_cls": 0.77425, "loss": 0.77425, "time": 0.22655}
+{"mode": "train", "epoch": 48, "iter": 2000, "lr": 0.01923, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8075, "top5_acc": 0.97562, "loss_cls": 0.83388, "loss": 0.83388, "time": 0.2262}
+{"mode": "train", "epoch": 48, "iter": 2100, "lr": 0.01922, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83312, "top5_acc": 0.97562, "loss_cls": 0.82497, "loss": 0.82497, "time": 0.22539}
+{"mode": "train", "epoch": 48, "iter": 2200, "lr": 0.01921, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.83875, "top5_acc": 0.9775, "loss_cls": 0.76176, "loss": 0.76176, "time": 0.22663}
+{"mode": "train", "epoch": 48, "iter": 2300, "lr": 0.0192, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85688, "top5_acc": 0.98125, "loss_cls": 0.68958, "loss": 0.68958, "time": 0.22562}
+{"mode": "val", "epoch": 48, "iter": 1184, "lr": 0.0192, "top1_acc": 0.82759, "top5_acc": 0.98025}
+{"mode": "train", "epoch": 49, "iter": 100, "lr": 0.01919, "memory": 6525, "data_time": 0.16903, "top1_acc": 0.83438, "top5_acc": 0.98062, "loss_cls": 0.7591, "loss": 0.7591, "time": 0.3934}
+{"mode": "train", "epoch": 49, "iter": 200, "lr": 0.01918, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82, "top5_acc": 0.97875, "loss_cls": 0.8476, "loss": 0.8476, "time": 0.22523}
+{"mode": "train", "epoch": 49, "iter": 300, "lr": 0.01917, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8375, "top5_acc": 0.98, "loss_cls": 0.76395, "loss": 0.76395, "time": 0.22568}
+{"mode": "train", "epoch": 49, "iter": 400, "lr": 0.01916, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.81812, "top5_acc": 0.9675, "loss_cls": 0.83904, "loss": 0.83904, "time": 0.22502}
+{"mode": "train", "epoch": 49, "iter": 500, "lr": 0.01915, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83375, "top5_acc": 0.9775, "loss_cls": 0.78167, "loss": 0.78167, "time": 0.22473}
+{"mode": "train", "epoch": 49, "iter": 600, "lr": 0.01914, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.835, "top5_acc": 0.97938, "loss_cls": 0.75567, "loss": 0.75567, "time": 0.2271}
+{"mode": "train", "epoch": 49, "iter": 700, "lr": 0.01913, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84875, "top5_acc": 0.98125, "loss_cls": 0.71352, "loss": 0.71352, "time": 0.22724}
+{"mode": "train", "epoch": 49, "iter": 800, "lr": 0.01912, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8425, "top5_acc": 0.97562, "loss_cls": 0.76652, "loss": 0.76652, "time": 0.22606}
+{"mode": "train", "epoch": 49, "iter": 900, "lr": 0.01911, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84125, "top5_acc": 0.97875, "loss_cls": 0.73037, "loss": 0.73037, "time": 0.22527}
+{"mode": "train", "epoch": 49, "iter": 1000, "lr": 0.0191, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83, "top5_acc": 0.97938, "loss_cls": 0.74661, "loss": 0.74661, "time": 0.22608}
+{"mode": "train", "epoch": 49, "iter": 1100, "lr": 0.01909, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83375, "top5_acc": 0.98188, "loss_cls": 0.7382, "loss": 0.7382, "time": 0.22648}
+{"mode": "train", "epoch": 49, "iter": 1200, "lr": 0.01908, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84625, "top5_acc": 0.9725, "loss_cls": 0.74457, "loss": 0.74457, "time": 0.2263}
+{"mode": "train", "epoch": 49, "iter": 1300, "lr": 0.01908, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83188, "top5_acc": 0.97438, "loss_cls": 0.81678, "loss": 0.81678, "time": 0.2247}
+{"mode": "train", "epoch": 49, "iter": 1400, "lr": 0.01907, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81688, "top5_acc": 0.97812, "loss_cls": 0.82429, "loss": 0.82429, "time": 0.22485}
+{"mode": "train", "epoch": 49, "iter": 1500, "lr": 0.01906, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8325, "top5_acc": 0.97812, "loss_cls": 0.81378, "loss": 0.81378, "time": 0.22667}
+{"mode": "train", "epoch": 49, "iter": 1600, "lr": 0.01905, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84625, "top5_acc": 0.98125, "loss_cls": 0.75325, "loss": 0.75325, "time": 0.22518}
+{"mode": "train", "epoch": 49, "iter": 1700, "lr": 0.01904, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.83562, "top5_acc": 0.98312, "loss_cls": 0.7705, "loss": 0.7705, "time": 0.22504}
+{"mode": "train", "epoch": 49, "iter": 1800, "lr": 0.01903, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81688, "top5_acc": 0.975, "loss_cls": 0.76929, "loss": 0.76929, "time": 0.22526}
+{"mode": "train", "epoch": 49, "iter": 1900, "lr": 0.01902, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83438, "top5_acc": 0.985, "loss_cls": 0.72739, "loss": 0.72739, "time": 0.2276}
+{"mode": "train", "epoch": 49, "iter": 2000, "lr": 0.01901, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83125, "top5_acc": 0.98438, "loss_cls": 0.75863, "loss": 0.75863, "time": 0.22605}
+{"mode": "train", "epoch": 49, "iter": 2100, "lr": 0.019, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82875, "top5_acc": 0.97188, "loss_cls": 0.82052, "loss": 0.82052, "time": 0.22584}
+{"mode": "train", "epoch": 49, "iter": 2200, "lr": 0.01899, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83812, "top5_acc": 0.98, "loss_cls": 0.74141, "loss": 0.74141, "time": 0.22695}
+{"mode": "train", "epoch": 49, "iter": 2300, "lr": 0.01898, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82812, "top5_acc": 0.98062, "loss_cls": 0.78179, "loss": 0.78179, "time": 0.22602}
+{"mode": "val", "epoch": 49, "iter": 1184, "lr": 0.01898, "top1_acc": 0.84724, "top5_acc": 0.98489}
+{"mode": "train", "epoch": 50, "iter": 100, "lr": 0.01897, "memory": 6525, "data_time": 0.17004, "top1_acc": 0.84562, "top5_acc": 0.97688, "loss_cls": 0.73293, "loss": 0.73293, "time": 0.39476}
+{"mode": "train", "epoch": 50, "iter": 200, "lr": 0.01896, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84875, "top5_acc": 0.98, "loss_cls": 0.72264, "loss": 0.72264, "time": 0.2258}
+{"mode": "train", "epoch": 50, "iter": 300, "lr": 0.01895, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84375, "top5_acc": 0.98188, "loss_cls": 0.74699, "loss": 0.74699, "time": 0.22468}
+{"mode": "train", "epoch": 50, "iter": 400, "lr": 0.01894, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84562, "top5_acc": 0.97812, "loss_cls": 0.74092, "loss": 0.74092, "time": 0.22457}
+{"mode": "train", "epoch": 50, "iter": 500, "lr": 0.01893, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83062, "top5_acc": 0.97812, "loss_cls": 0.74907, "loss": 0.74907, "time": 0.22447}
+{"mode": "train", "epoch": 50, "iter": 600, "lr": 0.01892, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82812, "top5_acc": 0.96938, "loss_cls": 0.81991, "loss": 0.81991, "time": 0.22539}
+{"mode": "train", "epoch": 50, "iter": 700, "lr": 0.01891, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82375, "top5_acc": 0.9725, "loss_cls": 0.83739, "loss": 0.83739, "time": 0.2256}
+{"mode": "train", "epoch": 50, "iter": 800, "lr": 0.0189, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83875, "top5_acc": 0.98125, "loss_cls": 0.73554, "loss": 0.73554, "time": 0.22494}
+{"mode": "train", "epoch": 50, "iter": 900, "lr": 0.01889, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84688, "top5_acc": 0.9825, "loss_cls": 0.71495, "loss": 0.71495, "time": 0.22495}
+{"mode": "train", "epoch": 50, "iter": 1000, "lr": 0.01888, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83438, "top5_acc": 0.98438, "loss_cls": 0.74789, "loss": 0.74789, "time": 0.225}
+{"mode": "train", "epoch": 50, "iter": 1100, "lr": 0.01887, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8475, "top5_acc": 0.98, "loss_cls": 0.70638, "loss": 0.70638, "time": 0.22501}
+{"mode": "train", "epoch": 50, "iter": 1200, "lr": 0.01886, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82875, "top5_acc": 0.97625, "loss_cls": 0.76342, "loss": 0.76342, "time": 0.22493}
+{"mode": "train", "epoch": 50, "iter": 1300, "lr": 0.01885, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83938, "top5_acc": 0.98438, "loss_cls": 0.76147, "loss": 0.76147, "time": 0.2246}
+{"mode": "train", "epoch": 50, "iter": 1400, "lr": 0.01884, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84875, "top5_acc": 0.9775, "loss_cls": 0.732, "loss": 0.732, "time": 0.22486}
+{"mode": "train", "epoch": 50, "iter": 1500, "lr": 0.01883, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83062, "top5_acc": 0.975, "loss_cls": 0.80033, "loss": 0.80033, "time": 0.22495}
+{"mode": "train", "epoch": 50, "iter": 1600, "lr": 0.01882, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.83875, "top5_acc": 0.98, "loss_cls": 0.74383, "loss": 0.74383, "time": 0.22541}
+{"mode": "train", "epoch": 50, "iter": 1700, "lr": 0.01881, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.825, "top5_acc": 0.97, "loss_cls": 0.81944, "loss": 0.81944, "time": 0.22493}
+{"mode": "train", "epoch": 50, "iter": 1800, "lr": 0.0188, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84875, "top5_acc": 0.97812, "loss_cls": 0.7397, "loss": 0.7397, "time": 0.22481}
+{"mode": "train", "epoch": 50, "iter": 1900, "lr": 0.01879, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83188, "top5_acc": 0.975, "loss_cls": 0.7852, "loss": 0.7852, "time": 0.22507}
+{"mode": "train", "epoch": 50, "iter": 2000, "lr": 0.01878, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83688, "top5_acc": 0.98, "loss_cls": 0.76053, "loss": 0.76053, "time": 0.2258}
+{"mode": "train", "epoch": 50, "iter": 2100, "lr": 0.01877, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8125, "top5_acc": 0.97875, "loss_cls": 0.86158, "loss": 0.86158, "time": 0.22485}
+{"mode": "train", "epoch": 50, "iter": 2200, "lr": 0.01876, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82625, "top5_acc": 0.97812, "loss_cls": 0.79602, "loss": 0.79602, "time": 0.22502}
+{"mode": "train", "epoch": 50, "iter": 2300, "lr": 0.01876, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8425, "top5_acc": 0.97375, "loss_cls": 0.77589, "loss": 0.77589, "time": 0.22628}
+{"mode": "val", "epoch": 50, "iter": 1184, "lr": 0.01875, "top1_acc": 0.85295, "top5_acc": 0.98489}
+{"mode": "train", "epoch": 51, "iter": 100, "lr": 0.01874, "memory": 6525, "data_time": 0.1705, "top1_acc": 0.84125, "top5_acc": 0.97688, "loss_cls": 0.75812, "loss": 0.75812, "time": 0.39499}
+{"mode": "train", "epoch": 51, "iter": 200, "lr": 0.01873, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84312, "top5_acc": 0.97438, "loss_cls": 0.76153, "loss": 0.76153, "time": 0.22533}
+{"mode": "train", "epoch": 51, "iter": 300, "lr": 0.01872, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83375, "top5_acc": 0.9775, "loss_cls": 0.75945, "loss": 0.75945, "time": 0.22476}
+{"mode": "train", "epoch": 51, "iter": 400, "lr": 0.01871, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85625, "top5_acc": 0.97812, "loss_cls": 0.70635, "loss": 0.70635, "time": 0.22458}
+{"mode": "train", "epoch": 51, "iter": 500, "lr": 0.0187, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84938, "top5_acc": 0.985, "loss_cls": 0.7115, "loss": 0.7115, "time": 0.22433}
+{"mode": "train", "epoch": 51, "iter": 600, "lr": 0.01869, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84062, "top5_acc": 0.98438, "loss_cls": 0.73364, "loss": 0.73364, "time": 0.22431}
+{"mode": "train", "epoch": 51, "iter": 700, "lr": 0.01868, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.855, "top5_acc": 0.97688, "loss_cls": 0.72708, "loss": 0.72708, "time": 0.22439}
+{"mode": "train", "epoch": 51, "iter": 800, "lr": 0.01867, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.83188, "top5_acc": 0.97125, "loss_cls": 0.81255, "loss": 0.81255, "time": 0.22493}
+{"mode": "train", "epoch": 51, "iter": 900, "lr": 0.01866, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84625, "top5_acc": 0.98125, "loss_cls": 0.72411, "loss": 0.72411, "time": 0.22481}
+{"mode": "train", "epoch": 51, "iter": 1000, "lr": 0.01865, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83375, "top5_acc": 0.98188, "loss_cls": 0.75316, "loss": 0.75316, "time": 0.22518}
+{"mode": "train", "epoch": 51, "iter": 1100, "lr": 0.01864, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.845, "top5_acc": 0.98062, "loss_cls": 0.73707, "loss": 0.73707, "time": 0.22515}
+{"mode": "train", "epoch": 51, "iter": 1200, "lr": 0.01863, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85688, "top5_acc": 0.97875, "loss_cls": 0.70775, "loss": 0.70775, "time": 0.22631}
+{"mode": "train", "epoch": 51, "iter": 1300, "lr": 0.01862, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84125, "top5_acc": 0.98, "loss_cls": 0.72575, "loss": 0.72575, "time": 0.22553}
+{"mode": "train", "epoch": 51, "iter": 1400, "lr": 0.01861, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84188, "top5_acc": 0.9775, "loss_cls": 0.75678, "loss": 0.75678, "time": 0.2254}
+{"mode": "train", "epoch": 51, "iter": 1500, "lr": 0.01861, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.83688, "top5_acc": 0.97812, "loss_cls": 0.77152, "loss": 0.77152, "time": 0.22632}
+{"mode": "train", "epoch": 51, "iter": 1600, "lr": 0.0186, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82125, "top5_acc": 0.9725, "loss_cls": 0.84334, "loss": 0.84334, "time": 0.22609}
+{"mode": "train", "epoch": 51, "iter": 1700, "lr": 0.01859, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81375, "top5_acc": 0.975, "loss_cls": 0.86148, "loss": 0.86148, "time": 0.22531}
+{"mode": "train", "epoch": 51, "iter": 1800, "lr": 0.01858, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83688, "top5_acc": 0.97562, "loss_cls": 0.81688, "loss": 0.81688, "time": 0.22578}
+{"mode": "train", "epoch": 51, "iter": 1900, "lr": 0.01857, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8175, "top5_acc": 0.97625, "loss_cls": 0.81665, "loss": 0.81665, "time": 0.22686}
+{"mode": "train", "epoch": 51, "iter": 2000, "lr": 0.01856, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.81938, "top5_acc": 0.97562, "loss_cls": 0.7998, "loss": 0.7998, "time": 0.22737}
+{"mode": "train", "epoch": 51, "iter": 2100, "lr": 0.01855, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8375, "top5_acc": 0.97562, "loss_cls": 0.80048, "loss": 0.80048, "time": 0.2259}
+{"mode": "train", "epoch": 51, "iter": 2200, "lr": 0.01854, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85, "top5_acc": 0.97625, "loss_cls": 0.70576, "loss": 0.70576, "time": 0.22487}
+{"mode": "train", "epoch": 51, "iter": 2300, "lr": 0.01853, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8125, "top5_acc": 0.975, "loss_cls": 0.84547, "loss": 0.84547, "time": 0.22658}
+{"mode": "val", "epoch": 51, "iter": 1184, "lr": 0.01852, "top1_acc": 0.81053, "top5_acc": 0.9794}
+{"mode": "train", "epoch": 52, "iter": 100, "lr": 0.01851, "memory": 6525, "data_time": 0.16864, "top1_acc": 0.84875, "top5_acc": 0.97688, "loss_cls": 0.76651, "loss": 0.76651, "time": 0.39382}
+{"mode": "train", "epoch": 52, "iter": 200, "lr": 0.0185, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8275, "top5_acc": 0.98, "loss_cls": 0.78056, "loss": 0.78056, "time": 0.22462}
+{"mode": "train", "epoch": 52, "iter": 300, "lr": 0.01849, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83, "top5_acc": 0.975, "loss_cls": 0.79508, "loss": 0.79508, "time": 0.22439}
+{"mode": "train", "epoch": 52, "iter": 400, "lr": 0.01848, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83438, "top5_acc": 0.98125, "loss_cls": 0.73022, "loss": 0.73022, "time": 0.22498}
+{"mode": "train", "epoch": 52, "iter": 500, "lr": 0.01847, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84125, "top5_acc": 0.97562, "loss_cls": 0.75836, "loss": 0.75836, "time": 0.22555}
+{"mode": "train", "epoch": 52, "iter": 600, "lr": 0.01846, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84188, "top5_acc": 0.97812, "loss_cls": 0.74097, "loss": 0.74097, "time": 0.22577}
+{"mode": "train", "epoch": 52, "iter": 700, "lr": 0.01845, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8175, "top5_acc": 0.97625, "loss_cls": 0.7961, "loss": 0.7961, "time": 0.22599}
+{"mode": "train", "epoch": 52, "iter": 800, "lr": 0.01844, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83312, "top5_acc": 0.97688, "loss_cls": 0.7646, "loss": 0.7646, "time": 0.22634}
+{"mode": "train", "epoch": 52, "iter": 900, "lr": 0.01843, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84188, "top5_acc": 0.98938, "loss_cls": 0.70289, "loss": 0.70289, "time": 0.22604}
+{"mode": "train", "epoch": 52, "iter": 1000, "lr": 0.01842, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84375, "top5_acc": 0.97812, "loss_cls": 0.73726, "loss": 0.73726, "time": 0.22521}
+{"mode": "train", "epoch": 52, "iter": 1100, "lr": 0.01841, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84625, "top5_acc": 0.985, "loss_cls": 0.7126, "loss": 0.7126, "time": 0.22567}
+{"mode": "train", "epoch": 52, "iter": 1200, "lr": 0.0184, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84, "top5_acc": 0.98688, "loss_cls": 0.72464, "loss": 0.72464, "time": 0.22523}
+{"mode": "train", "epoch": 52, "iter": 1300, "lr": 0.01839, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85562, "top5_acc": 0.97938, "loss_cls": 0.68506, "loss": 0.68506, "time": 0.22544}
+{"mode": "train", "epoch": 52, "iter": 1400, "lr": 0.01839, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82125, "top5_acc": 0.97188, "loss_cls": 0.81287, "loss": 0.81287, "time": 0.2253}
+{"mode": "train", "epoch": 52, "iter": 1500, "lr": 0.01838, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82125, "top5_acc": 0.9775, "loss_cls": 0.84524, "loss": 0.84524, "time": 0.22547}
+{"mode": "train", "epoch": 52, "iter": 1600, "lr": 0.01837, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86062, "top5_acc": 0.98188, "loss_cls": 0.67293, "loss": 0.67293, "time": 0.22542}
+{"mode": "train", "epoch": 52, "iter": 1700, "lr": 0.01836, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85375, "top5_acc": 0.98062, "loss_cls": 0.68759, "loss": 0.68759, "time": 0.22683}
+{"mode": "train", "epoch": 52, "iter": 1800, "lr": 0.01835, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8375, "top5_acc": 0.9775, "loss_cls": 0.76519, "loss": 0.76519, "time": 0.22703}
+{"mode": "train", "epoch": 52, "iter": 1900, "lr": 0.01834, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8275, "top5_acc": 0.97812, "loss_cls": 0.77316, "loss": 0.77316, "time": 0.22562}
+{"mode": "train", "epoch": 52, "iter": 2000, "lr": 0.01833, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82938, "top5_acc": 0.9775, "loss_cls": 0.81166, "loss": 0.81166, "time": 0.22596}
+{"mode": "train", "epoch": 52, "iter": 2100, "lr": 0.01832, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83688, "top5_acc": 0.97625, "loss_cls": 0.78012, "loss": 0.78012, "time": 0.22687}
+{"mode": "train", "epoch": 52, "iter": 2200, "lr": 0.01831, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82562, "top5_acc": 0.98125, "loss_cls": 0.76581, "loss": 0.76581, "time": 0.22588}
+{"mode": "train", "epoch": 52, "iter": 2300, "lr": 0.0183, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86062, "top5_acc": 0.97812, "loss_cls": 0.69564, "loss": 0.69564, "time": 0.22646}
+{"mode": "val", "epoch": 52, "iter": 1184, "lr": 0.01829, "top1_acc": 0.86959, "top5_acc": 0.98938}
+{"mode": "train", "epoch": 53, "iter": 100, "lr": 0.01828, "memory": 6525, "data_time": 0.17021, "top1_acc": 0.84438, "top5_acc": 0.9875, "loss_cls": 0.7084, "loss": 0.7084, "time": 0.39483}
+{"mode": "train", "epoch": 53, "iter": 200, "lr": 0.01827, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82688, "top5_acc": 0.9775, "loss_cls": 0.78321, "loss": 0.78321, "time": 0.2247}
+{"mode": "train", "epoch": 53, "iter": 300, "lr": 0.01826, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8625, "top5_acc": 0.9875, "loss_cls": 0.65946, "loss": 0.65946, "time": 0.22469}
+{"mode": "train", "epoch": 53, "iter": 400, "lr": 0.01825, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82812, "top5_acc": 0.97438, "loss_cls": 0.77866, "loss": 0.77866, "time": 0.22498}
+{"mode": "train", "epoch": 53, "iter": 500, "lr": 0.01824, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85562, "top5_acc": 0.97812, "loss_cls": 0.70826, "loss": 0.70826, "time": 0.22527}
+{"mode": "train", "epoch": 53, "iter": 600, "lr": 0.01823, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.82875, "top5_acc": 0.9825, "loss_cls": 0.78637, "loss": 0.78637, "time": 0.22529}
+{"mode": "train", "epoch": 53, "iter": 700, "lr": 0.01822, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.81438, "top5_acc": 0.97812, "loss_cls": 0.83109, "loss": 0.83109, "time": 0.2248}
+{"mode": "train", "epoch": 53, "iter": 800, "lr": 0.01821, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.855, "top5_acc": 0.98, "loss_cls": 0.71609, "loss": 0.71609, "time": 0.22499}
+{"mode": "train", "epoch": 53, "iter": 900, "lr": 0.0182, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84625, "top5_acc": 0.97625, "loss_cls": 0.71355, "loss": 0.71355, "time": 0.2249}
+{"mode": "train", "epoch": 53, "iter": 1000, "lr": 0.01819, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85688, "top5_acc": 0.98125, "loss_cls": 0.69146, "loss": 0.69146, "time": 0.22495}
+{"mode": "train", "epoch": 53, "iter": 1100, "lr": 0.01818, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84562, "top5_acc": 0.97375, "loss_cls": 0.74044, "loss": 0.74044, "time": 0.22481}
+{"mode": "train", "epoch": 53, "iter": 1200, "lr": 0.01817, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82375, "top5_acc": 0.97688, "loss_cls": 0.77268, "loss": 0.77268, "time": 0.2255}
+{"mode": "train", "epoch": 53, "iter": 1300, "lr": 0.01816, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85188, "top5_acc": 0.97688, "loss_cls": 0.72542, "loss": 0.72542, "time": 0.22494}
+{"mode": "train", "epoch": 53, "iter": 1400, "lr": 0.01815, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82812, "top5_acc": 0.97938, "loss_cls": 0.77797, "loss": 0.77797, "time": 0.22574}
+{"mode": "train", "epoch": 53, "iter": 1500, "lr": 0.01814, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85188, "top5_acc": 0.98, "loss_cls": 0.74028, "loss": 0.74028, "time": 0.22518}
+{"mode": "train", "epoch": 53, "iter": 1600, "lr": 0.01813, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82625, "top5_acc": 0.97188, "loss_cls": 0.79423, "loss": 0.79423, "time": 0.22504}
+{"mode": "train", "epoch": 53, "iter": 1700, "lr": 0.01812, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.81875, "top5_acc": 0.975, "loss_cls": 0.83236, "loss": 0.83236, "time": 0.22594}
+{"mode": "train", "epoch": 53, "iter": 1800, "lr": 0.01811, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84188, "top5_acc": 0.97938, "loss_cls": 0.74905, "loss": 0.74905, "time": 0.22551}
+{"mode": "train", "epoch": 53, "iter": 1900, "lr": 0.0181, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84062, "top5_acc": 0.98188, "loss_cls": 0.74967, "loss": 0.74967, "time": 0.22467}
+{"mode": "train", "epoch": 53, "iter": 2000, "lr": 0.01809, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.835, "top5_acc": 0.98188, "loss_cls": 0.7675, "loss": 0.7675, "time": 0.22518}
+{"mode": "train", "epoch": 53, "iter": 2100, "lr": 0.01808, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84812, "top5_acc": 0.98312, "loss_cls": 0.70241, "loss": 0.70241, "time": 0.22579}
+{"mode": "train", "epoch": 53, "iter": 2200, "lr": 0.01807, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82812, "top5_acc": 0.9775, "loss_cls": 0.78144, "loss": 0.78144, "time": 0.22624}
+{"mode": "train", "epoch": 53, "iter": 2300, "lr": 0.01806, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84062, "top5_acc": 0.97438, "loss_cls": 0.72103, "loss": 0.72103, "time": 0.22559}
+{"mode": "val", "epoch": 53, "iter": 1184, "lr": 0.01806, "top1_acc": 0.85353, "top5_acc": 0.98679}
+{"mode": "train", "epoch": 54, "iter": 100, "lr": 0.01805, "memory": 6525, "data_time": 0.16669, "top1_acc": 0.83688, "top5_acc": 0.98438, "loss_cls": 0.7053, "loss": 0.7053, "time": 0.39207}
+{"mode": "train", "epoch": 54, "iter": 200, "lr": 0.01804, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85312, "top5_acc": 0.97938, "loss_cls": 0.70806, "loss": 0.70806, "time": 0.22441}
+{"mode": "train", "epoch": 54, "iter": 300, "lr": 0.01803, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8375, "top5_acc": 0.9775, "loss_cls": 0.73446, "loss": 0.73446, "time": 0.22456}
+{"mode": "train", "epoch": 54, "iter": 400, "lr": 0.01802, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85375, "top5_acc": 0.97938, "loss_cls": 0.6957, "loss": 0.6957, "time": 0.22499}
+{"mode": "train", "epoch": 54, "iter": 500, "lr": 0.01801, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84, "top5_acc": 0.97625, "loss_cls": 0.75918, "loss": 0.75918, "time": 0.22551}
+{"mode": "train", "epoch": 54, "iter": 600, "lr": 0.018, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83125, "top5_acc": 0.98, "loss_cls": 0.79026, "loss": 0.79026, "time": 0.22568}
+{"mode": "train", "epoch": 54, "iter": 700, "lr": 0.01799, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84625, "top5_acc": 0.98312, "loss_cls": 0.7028, "loss": 0.7028, "time": 0.22509}
+{"mode": "train", "epoch": 54, "iter": 800, "lr": 0.01798, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8475, "top5_acc": 0.97312, "loss_cls": 0.72743, "loss": 0.72743, "time": 0.22584}
+{"mode": "train", "epoch": 54, "iter": 900, "lr": 0.01797, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85062, "top5_acc": 0.9875, "loss_cls": 0.69939, "loss": 0.69939, "time": 0.22604}
+{"mode": "train", "epoch": 54, "iter": 1000, "lr": 0.01796, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84375, "top5_acc": 0.97688, "loss_cls": 0.71162, "loss": 0.71162, "time": 0.22674}
+{"mode": "train", "epoch": 54, "iter": 1100, "lr": 0.01795, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84188, "top5_acc": 0.975, "loss_cls": 0.75209, "loss": 0.75209, "time": 0.22692}
+{"mode": "train", "epoch": 54, "iter": 1200, "lr": 0.01794, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83125, "top5_acc": 0.97875, "loss_cls": 0.77731, "loss": 0.77731, "time": 0.22656}
+{"mode": "train", "epoch": 54, "iter": 1300, "lr": 0.01793, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84688, "top5_acc": 0.97375, "loss_cls": 0.73057, "loss": 0.73057, "time": 0.22767}
+{"mode": "train", "epoch": 54, "iter": 1400, "lr": 0.01792, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8375, "top5_acc": 0.97812, "loss_cls": 0.75794, "loss": 0.75794, "time": 0.22648}
+{"mode": "train", "epoch": 54, "iter": 1500, "lr": 0.01791, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84562, "top5_acc": 0.98562, "loss_cls": 0.74241, "loss": 0.74241, "time": 0.22592}
+{"mode": "train", "epoch": 54, "iter": 1600, "lr": 0.0179, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84938, "top5_acc": 0.9825, "loss_cls": 0.68481, "loss": 0.68481, "time": 0.22595}
+{"mode": "train", "epoch": 54, "iter": 1700, "lr": 0.01789, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83125, "top5_acc": 0.97688, "loss_cls": 0.79759, "loss": 0.79759, "time": 0.22558}
+{"mode": "train", "epoch": 54, "iter": 1800, "lr": 0.01788, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.83438, "top5_acc": 0.975, "loss_cls": 0.80181, "loss": 0.80181, "time": 0.2265}
+{"mode": "train", "epoch": 54, "iter": 1900, "lr": 0.01787, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83875, "top5_acc": 0.9775, "loss_cls": 0.75867, "loss": 0.75867, "time": 0.22587}
+{"mode": "train", "epoch": 54, "iter": 2000, "lr": 0.01786, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84312, "top5_acc": 0.98188, "loss_cls": 0.70904, "loss": 0.70904, "time": 0.22601}
+{"mode": "train", "epoch": 54, "iter": 2100, "lr": 0.01785, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85875, "top5_acc": 0.98125, "loss_cls": 0.66632, "loss": 0.66632, "time": 0.22528}
+{"mode": "train", "epoch": 54, "iter": 2200, "lr": 0.01784, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.81625, "top5_acc": 0.9775, "loss_cls": 0.80395, "loss": 0.80395, "time": 0.22518}
+{"mode": "train", "epoch": 54, "iter": 2300, "lr": 0.01783, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84, "top5_acc": 0.97438, "loss_cls": 0.79418, "loss": 0.79418, "time": 0.2248}
+{"mode": "val", "epoch": 54, "iter": 1184, "lr": 0.01782, "top1_acc": 0.82759, "top5_acc": 0.98056}
+{"mode": "train", "epoch": 55, "iter": 100, "lr": 0.01781, "memory": 6525, "data_time": 0.16714, "top1_acc": 0.84875, "top5_acc": 0.97875, "loss_cls": 0.67528, "loss": 0.67528, "time": 0.39304}
+{"mode": "train", "epoch": 55, "iter": 200, "lr": 0.0178, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85188, "top5_acc": 0.9825, "loss_cls": 0.6701, "loss": 0.6701, "time": 0.2252}
+{"mode": "train", "epoch": 55, "iter": 300, "lr": 0.01779, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83, "top5_acc": 0.97625, "loss_cls": 0.76184, "loss": 0.76184, "time": 0.225}
+{"mode": "train", "epoch": 55, "iter": 400, "lr": 0.01778, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83688, "top5_acc": 0.9825, "loss_cls": 0.76549, "loss": 0.76549, "time": 0.22531}
+{"mode": "train", "epoch": 55, "iter": 500, "lr": 0.01777, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85125, "top5_acc": 0.98, "loss_cls": 0.72568, "loss": 0.72568, "time": 0.22675}
+{"mode": "train", "epoch": 55, "iter": 600, "lr": 0.01776, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85312, "top5_acc": 0.97938, "loss_cls": 0.71227, "loss": 0.71227, "time": 0.22659}
+{"mode": "train", "epoch": 55, "iter": 700, "lr": 0.01775, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85062, "top5_acc": 0.98188, "loss_cls": 0.74379, "loss": 0.74379, "time": 0.2257}
+{"mode": "train", "epoch": 55, "iter": 800, "lr": 0.01774, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.82938, "top5_acc": 0.97438, "loss_cls": 0.8092, "loss": 0.8092, "time": 0.22745}
+{"mode": "train", "epoch": 55, "iter": 900, "lr": 0.01773, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85938, "top5_acc": 0.97938, "loss_cls": 0.66597, "loss": 0.66597, "time": 0.2268}
+{"mode": "train", "epoch": 55, "iter": 1000, "lr": 0.01772, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.84375, "top5_acc": 0.98688, "loss_cls": 0.73443, "loss": 0.73443, "time": 0.22567}
+{"mode": "train", "epoch": 55, "iter": 1100, "lr": 0.01771, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84375, "top5_acc": 0.9825, "loss_cls": 0.69533, "loss": 0.69533, "time": 0.22564}
+{"mode": "train", "epoch": 55, "iter": 1200, "lr": 0.0177, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83438, "top5_acc": 0.9775, "loss_cls": 0.74441, "loss": 0.74441, "time": 0.22539}
+{"mode": "train", "epoch": 55, "iter": 1300, "lr": 0.01769, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8375, "top5_acc": 0.97188, "loss_cls": 0.77788, "loss": 0.77788, "time": 0.22547}
+{"mode": "train", "epoch": 55, "iter": 1400, "lr": 0.01768, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84, "top5_acc": 0.9725, "loss_cls": 0.77348, "loss": 0.77348, "time": 0.22514}
+{"mode": "train", "epoch": 55, "iter": 1500, "lr": 0.01767, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.81938, "top5_acc": 0.97438, "loss_cls": 0.79311, "loss": 0.79311, "time": 0.22472}
+{"mode": "train", "epoch": 55, "iter": 1600, "lr": 0.01766, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8375, "top5_acc": 0.98188, "loss_cls": 0.76688, "loss": 0.76688, "time": 0.22427}
+{"mode": "train", "epoch": 55, "iter": 1700, "lr": 0.01765, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.835, "top5_acc": 0.97062, "loss_cls": 0.80348, "loss": 0.80348, "time": 0.22469}
+{"mode": "train", "epoch": 55, "iter": 1800, "lr": 0.01764, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8375, "top5_acc": 0.97688, "loss_cls": 0.75321, "loss": 0.75321, "time": 0.2246}
+{"mode": "train", "epoch": 55, "iter": 1900, "lr": 0.01763, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84188, "top5_acc": 0.98312, "loss_cls": 0.71314, "loss": 0.71314, "time": 0.22609}
+{"mode": "train", "epoch": 55, "iter": 2000, "lr": 0.01762, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.82188, "top5_acc": 0.97938, "loss_cls": 0.80866, "loss": 0.80866, "time": 0.22728}
+{"mode": "train", "epoch": 55, "iter": 2100, "lr": 0.01761, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84812, "top5_acc": 0.97812, "loss_cls": 0.72489, "loss": 0.72489, "time": 0.22618}
+{"mode": "train", "epoch": 55, "iter": 2200, "lr": 0.0176, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83688, "top5_acc": 0.97188, "loss_cls": 0.80454, "loss": 0.80454, "time": 0.22534}
+{"mode": "train", "epoch": 55, "iter": 2300, "lr": 0.01759, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84375, "top5_acc": 0.98, "loss_cls": 0.7141, "loss": 0.7141, "time": 0.22583}
+{"mode": "val", "epoch": 55, "iter": 1184, "lr": 0.01758, "top1_acc": 0.87054, "top5_acc": 0.98759}
+{"mode": "train", "epoch": 56, "iter": 100, "lr": 0.01757, "memory": 6525, "data_time": 0.17182, "top1_acc": 0.84375, "top5_acc": 0.98188, "loss_cls": 0.70766, "loss": 0.70766, "time": 0.39646}
+{"mode": "train", "epoch": 56, "iter": 200, "lr": 0.01756, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.84, "top5_acc": 0.97688, "loss_cls": 0.727, "loss": 0.727, "time": 0.22452}
+{"mode": "train", "epoch": 56, "iter": 300, "lr": 0.01755, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83812, "top5_acc": 0.97625, "loss_cls": 0.7425, "loss": 0.7425, "time": 0.22465}
+{"mode": "train", "epoch": 56, "iter": 400, "lr": 0.01754, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8475, "top5_acc": 0.97938, "loss_cls": 0.71217, "loss": 0.71217, "time": 0.22423}
+{"mode": "train", "epoch": 56, "iter": 500, "lr": 0.01753, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86938, "top5_acc": 0.97938, "loss_cls": 0.63921, "loss": 0.63921, "time": 0.22468}
+{"mode": "train", "epoch": 56, "iter": 600, "lr": 0.01752, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.85, "top5_acc": 0.98375, "loss_cls": 0.71227, "loss": 0.71227, "time": 0.22478}
+{"mode": "train", "epoch": 56, "iter": 700, "lr": 0.01751, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85812, "top5_acc": 0.98062, "loss_cls": 0.68961, "loss": 0.68961, "time": 0.2249}
+{"mode": "train", "epoch": 56, "iter": 800, "lr": 0.0175, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83438, "top5_acc": 0.97812, "loss_cls": 0.76555, "loss": 0.76555, "time": 0.22583}
+{"mode": "train", "epoch": 56, "iter": 900, "lr": 0.01749, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8325, "top5_acc": 0.97438, "loss_cls": 0.79511, "loss": 0.79511, "time": 0.22502}
+{"mode": "train", "epoch": 56, "iter": 1000, "lr": 0.01748, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.82938, "top5_acc": 0.975, "loss_cls": 0.79805, "loss": 0.79805, "time": 0.22441}
+{"mode": "train", "epoch": 56, "iter": 1100, "lr": 0.01747, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85125, "top5_acc": 0.98125, "loss_cls": 0.76653, "loss": 0.76653, "time": 0.22461}
+{"mode": "train", "epoch": 56, "iter": 1200, "lr": 0.01746, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83438, "top5_acc": 0.98188, "loss_cls": 0.77811, "loss": 0.77811, "time": 0.22506}
+{"mode": "train", "epoch": 56, "iter": 1300, "lr": 0.01745, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8425, "top5_acc": 0.98438, "loss_cls": 0.73538, "loss": 0.73538, "time": 0.22423}
+{"mode": "train", "epoch": 56, "iter": 1400, "lr": 0.01744, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.835, "top5_acc": 0.975, "loss_cls": 0.77347, "loss": 0.77347, "time": 0.22543}
+{"mode": "train", "epoch": 56, "iter": 1500, "lr": 0.01743, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84125, "top5_acc": 0.98125, "loss_cls": 0.73538, "loss": 0.73538, "time": 0.22544}
+{"mode": "train", "epoch": 56, "iter": 1600, "lr": 0.01742, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.82438, "top5_acc": 0.975, "loss_cls": 0.81517, "loss": 0.81517, "time": 0.22504}
+{"mode": "train", "epoch": 56, "iter": 1700, "lr": 0.01741, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8475, "top5_acc": 0.97375, "loss_cls": 0.73893, "loss": 0.73893, "time": 0.22477}
+{"mode": "train", "epoch": 56, "iter": 1800, "lr": 0.0174, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.845, "top5_acc": 0.97688, "loss_cls": 0.73875, "loss": 0.73875, "time": 0.22569}
+{"mode": "train", "epoch": 56, "iter": 1900, "lr": 0.01739, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8425, "top5_acc": 0.98125, "loss_cls": 0.74885, "loss": 0.74885, "time": 0.22542}
+{"mode": "train", "epoch": 56, "iter": 2000, "lr": 0.01738, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83562, "top5_acc": 0.97625, "loss_cls": 0.74818, "loss": 0.74818, "time": 0.22611}
+{"mode": "train", "epoch": 56, "iter": 2100, "lr": 0.01737, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83438, "top5_acc": 0.98375, "loss_cls": 0.74693, "loss": 0.74693, "time": 0.22562}
+{"mode": "train", "epoch": 56, "iter": 2200, "lr": 0.01736, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84562, "top5_acc": 0.98, "loss_cls": 0.73009, "loss": 0.73009, "time": 0.22578}
+{"mode": "train", "epoch": 56, "iter": 2300, "lr": 0.01735, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83625, "top5_acc": 0.9825, "loss_cls": 0.72199, "loss": 0.72199, "time": 0.22576}
+{"mode": "val", "epoch": 56, "iter": 1184, "lr": 0.01734, "top1_acc": 0.86779, "top5_acc": 0.9869}
+{"mode": "train", "epoch": 57, "iter": 100, "lr": 0.01733, "memory": 6525, "data_time": 0.17078, "top1_acc": 0.83188, "top5_acc": 0.98125, "loss_cls": 0.74361, "loss": 0.74361, "time": 0.39516}
+{"mode": "train", "epoch": 57, "iter": 200, "lr": 0.01732, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86812, "top5_acc": 0.9875, "loss_cls": 0.63336, "loss": 0.63336, "time": 0.22388}
+{"mode": "train", "epoch": 57, "iter": 300, "lr": 0.01731, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85688, "top5_acc": 0.97688, "loss_cls": 0.70264, "loss": 0.70264, "time": 0.22413}
+{"mode": "train", "epoch": 57, "iter": 400, "lr": 0.0173, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.845, "top5_acc": 0.9775, "loss_cls": 0.73564, "loss": 0.73564, "time": 0.22405}
+{"mode": "train", "epoch": 57, "iter": 500, "lr": 0.01729, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84438, "top5_acc": 0.98188, "loss_cls": 0.74535, "loss": 0.74535, "time": 0.22414}
+{"mode": "train", "epoch": 57, "iter": 600, "lr": 0.01728, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84812, "top5_acc": 0.98062, "loss_cls": 0.71902, "loss": 0.71902, "time": 0.22401}
+{"mode": "train", "epoch": 57, "iter": 700, "lr": 0.01727, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84062, "top5_acc": 0.98312, "loss_cls": 0.73801, "loss": 0.73801, "time": 0.22383}
+{"mode": "train", "epoch": 57, "iter": 800, "lr": 0.01726, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83312, "top5_acc": 0.98062, "loss_cls": 0.73143, "loss": 0.73143, "time": 0.22444}
+{"mode": "train", "epoch": 57, "iter": 900, "lr": 0.01725, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84188, "top5_acc": 0.98188, "loss_cls": 0.76199, "loss": 0.76199, "time": 0.22428}
+{"mode": "train", "epoch": 57, "iter": 1000, "lr": 0.01724, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83875, "top5_acc": 0.97875, "loss_cls": 0.77662, "loss": 0.77662, "time": 0.22395}
+{"mode": "train", "epoch": 57, "iter": 1100, "lr": 0.01723, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83812, "top5_acc": 0.98438, "loss_cls": 0.71731, "loss": 0.71731, "time": 0.22398}
+{"mode": "train", "epoch": 57, "iter": 1200, "lr": 0.01722, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85562, "top5_acc": 0.98188, "loss_cls": 0.69611, "loss": 0.69611, "time": 0.22423}
+{"mode": "train", "epoch": 57, "iter": 1300, "lr": 0.01721, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84562, "top5_acc": 0.97438, "loss_cls": 0.70188, "loss": 0.70188, "time": 0.2245}
+{"mode": "train", "epoch": 57, "iter": 1400, "lr": 0.0172, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85, "top5_acc": 0.9825, "loss_cls": 0.68771, "loss": 0.68771, "time": 0.22501}
+{"mode": "train", "epoch": 57, "iter": 1500, "lr": 0.01719, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84562, "top5_acc": 0.98375, "loss_cls": 0.72009, "loss": 0.72009, "time": 0.22502}
+{"mode": "train", "epoch": 57, "iter": 1600, "lr": 0.01718, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84125, "top5_acc": 0.97875, "loss_cls": 0.75953, "loss": 0.75953, "time": 0.22495}
+{"mode": "train", "epoch": 57, "iter": 1700, "lr": 0.01717, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8425, "top5_acc": 0.9875, "loss_cls": 0.71075, "loss": 0.71075, "time": 0.22507}
+{"mode": "train", "epoch": 57, "iter": 1800, "lr": 0.01716, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83125, "top5_acc": 0.97625, "loss_cls": 0.78887, "loss": 0.78887, "time": 0.22544}
+{"mode": "train", "epoch": 57, "iter": 1900, "lr": 0.01715, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83375, "top5_acc": 0.9775, "loss_cls": 0.73856, "loss": 0.73856, "time": 0.22493}
+{"mode": "train", "epoch": 57, "iter": 2000, "lr": 0.01714, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84375, "top5_acc": 0.98062, "loss_cls": 0.72623, "loss": 0.72623, "time": 0.22516}
+{"mode": "train", "epoch": 57, "iter": 2100, "lr": 0.01713, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8375, "top5_acc": 0.975, "loss_cls": 0.75653, "loss": 0.75653, "time": 0.2267}
+{"mode": "train", "epoch": 57, "iter": 2200, "lr": 0.01712, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84, "top5_acc": 0.98, "loss_cls": 0.73811, "loss": 0.73811, "time": 0.22531}
+{"mode": "train", "epoch": 57, "iter": 2300, "lr": 0.01711, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85, "top5_acc": 0.98125, "loss_cls": 0.68072, "loss": 0.68072, "time": 0.22561}
+{"mode": "val", "epoch": 57, "iter": 1184, "lr": 0.0171, "top1_acc": 0.8512, "top5_acc": 0.98495}
+{"mode": "train", "epoch": 58, "iter": 100, "lr": 0.01709, "memory": 6525, "data_time": 0.17036, "top1_acc": 0.86125, "top5_acc": 0.98312, "loss_cls": 0.6617, "loss": 0.6617, "time": 0.39506}
+{"mode": "train", "epoch": 58, "iter": 200, "lr": 0.01708, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83438, "top5_acc": 0.98, "loss_cls": 0.74182, "loss": 0.74182, "time": 0.22422}
+{"mode": "train", "epoch": 58, "iter": 300, "lr": 0.01707, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85312, "top5_acc": 0.98188, "loss_cls": 0.70194, "loss": 0.70194, "time": 0.2252}
+{"mode": "train", "epoch": 58, "iter": 400, "lr": 0.01706, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86812, "top5_acc": 0.98062, "loss_cls": 0.64112, "loss": 0.64112, "time": 0.22489}
+{"mode": "train", "epoch": 58, "iter": 500, "lr": 0.01705, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84875, "top5_acc": 0.98688, "loss_cls": 0.6964, "loss": 0.6964, "time": 0.22445}
+{"mode": "train", "epoch": 58, "iter": 600, "lr": 0.01704, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83438, "top5_acc": 0.97438, "loss_cls": 0.77981, "loss": 0.77981, "time": 0.22564}
+{"mode": "train", "epoch": 58, "iter": 700, "lr": 0.01703, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85312, "top5_acc": 0.97938, "loss_cls": 0.67756, "loss": 0.67756, "time": 0.22693}
+{"mode": "train", "epoch": 58, "iter": 800, "lr": 0.01702, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84938, "top5_acc": 0.98438, "loss_cls": 0.70257, "loss": 0.70257, "time": 0.22666}
+{"mode": "train", "epoch": 58, "iter": 900, "lr": 0.01701, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84625, "top5_acc": 0.97938, "loss_cls": 0.70176, "loss": 0.70176, "time": 0.22582}
+{"mode": "train", "epoch": 58, "iter": 1000, "lr": 0.017, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8475, "top5_acc": 0.98438, "loss_cls": 0.69626, "loss": 0.69626, "time": 0.22536}
+{"mode": "train", "epoch": 58, "iter": 1100, "lr": 0.01699, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8325, "top5_acc": 0.9775, "loss_cls": 0.75696, "loss": 0.75696, "time": 0.22524}
+{"mode": "train", "epoch": 58, "iter": 1200, "lr": 0.01698, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85125, "top5_acc": 0.97812, "loss_cls": 0.71252, "loss": 0.71252, "time": 0.22528}
+{"mode": "train", "epoch": 58, "iter": 1300, "lr": 0.01697, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.855, "top5_acc": 0.98312, "loss_cls": 0.71652, "loss": 0.71652, "time": 0.22573}
+{"mode": "train", "epoch": 58, "iter": 1400, "lr": 0.01696, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8525, "top5_acc": 0.97312, "loss_cls": 0.68778, "loss": 0.68778, "time": 0.22516}
+{"mode": "train", "epoch": 58, "iter": 1500, "lr": 0.01695, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8475, "top5_acc": 0.97812, "loss_cls": 0.73553, "loss": 0.73553, "time": 0.22524}
+{"mode": "train", "epoch": 58, "iter": 1600, "lr": 0.01694, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84562, "top5_acc": 0.97375, "loss_cls": 0.73028, "loss": 0.73028, "time": 0.22744}
+{"mode": "train", "epoch": 58, "iter": 1700, "lr": 0.01693, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84688, "top5_acc": 0.98375, "loss_cls": 0.7112, "loss": 0.7112, "time": 0.22576}
+{"mode": "train", "epoch": 58, "iter": 1800, "lr": 0.01691, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84062, "top5_acc": 0.98062, "loss_cls": 0.74346, "loss": 0.74346, "time": 0.22571}
+{"mode": "train", "epoch": 58, "iter": 1900, "lr": 0.0169, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83938, "top5_acc": 0.97688, "loss_cls": 0.74777, "loss": 0.74777, "time": 0.22554}
+{"mode": "train", "epoch": 58, "iter": 2000, "lr": 0.01689, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84375, "top5_acc": 0.97312, "loss_cls": 0.75819, "loss": 0.75819, "time": 0.22593}
+{"mode": "train", "epoch": 58, "iter": 2100, "lr": 0.01688, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8575, "top5_acc": 0.97875, "loss_cls": 0.68907, "loss": 0.68907, "time": 0.22646}
+{"mode": "train", "epoch": 58, "iter": 2200, "lr": 0.01687, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84562, "top5_acc": 0.98125, "loss_cls": 0.70184, "loss": 0.70184, "time": 0.22657}
+{"mode": "train", "epoch": 58, "iter": 2300, "lr": 0.01686, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8575, "top5_acc": 0.97938, "loss_cls": 0.70609, "loss": 0.70609, "time": 0.22617}
+{"mode": "val", "epoch": 58, "iter": 1184, "lr": 0.01686, "top1_acc": 0.87159, "top5_acc": 0.98885}
+{"mode": "train", "epoch": 59, "iter": 100, "lr": 0.01685, "memory": 6525, "data_time": 0.1708, "top1_acc": 0.85688, "top5_acc": 0.98125, "loss_cls": 0.68941, "loss": 0.68941, "time": 0.3951}
+{"mode": "train", "epoch": 59, "iter": 200, "lr": 0.01684, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86938, "top5_acc": 0.985, "loss_cls": 0.6537, "loss": 0.6537, "time": 0.22516}
+{"mode": "train", "epoch": 59, "iter": 300, "lr": 0.01683, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86125, "top5_acc": 0.9775, "loss_cls": 0.66391, "loss": 0.66391, "time": 0.22523}
+{"mode": "train", "epoch": 59, "iter": 400, "lr": 0.01682, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85062, "top5_acc": 0.98188, "loss_cls": 0.67019, "loss": 0.67019, "time": 0.2256}
+{"mode": "train", "epoch": 59, "iter": 500, "lr": 0.01681, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.855, "top5_acc": 0.98312, "loss_cls": 0.66574, "loss": 0.66574, "time": 0.22631}
+{"mode": "train", "epoch": 59, "iter": 600, "lr": 0.01679, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85062, "top5_acc": 0.97875, "loss_cls": 0.69781, "loss": 0.69781, "time": 0.22646}
+{"mode": "train", "epoch": 59, "iter": 700, "lr": 0.01678, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85, "top5_acc": 0.98188, "loss_cls": 0.69297, "loss": 0.69297, "time": 0.22723}
+{"mode": "train", "epoch": 59, "iter": 800, "lr": 0.01677, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84688, "top5_acc": 0.98438, "loss_cls": 0.72142, "loss": 0.72142, "time": 0.22698}
+{"mode": "train", "epoch": 59, "iter": 900, "lr": 0.01676, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83562, "top5_acc": 0.98562, "loss_cls": 0.74408, "loss": 0.74408, "time": 0.22723}
+{"mode": "train", "epoch": 59, "iter": 1000, "lr": 0.01675, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84438, "top5_acc": 0.97875, "loss_cls": 0.72434, "loss": 0.72434, "time": 0.22652}
+{"mode": "train", "epoch": 59, "iter": 1100, "lr": 0.01674, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83312, "top5_acc": 0.97875, "loss_cls": 0.77048, "loss": 0.77048, "time": 0.22676}
+{"mode": "train", "epoch": 59, "iter": 1200, "lr": 0.01673, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84, "top5_acc": 0.98312, "loss_cls": 0.71222, "loss": 0.71222, "time": 0.22648}
+{"mode": "train", "epoch": 59, "iter": 1300, "lr": 0.01672, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84688, "top5_acc": 0.97875, "loss_cls": 0.69313, "loss": 0.69313, "time": 0.22611}
+{"mode": "train", "epoch": 59, "iter": 1400, "lr": 0.01671, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84438, "top5_acc": 0.97875, "loss_cls": 0.72899, "loss": 0.72899, "time": 0.22616}
+{"mode": "train", "epoch": 59, "iter": 1500, "lr": 0.0167, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84875, "top5_acc": 0.98188, "loss_cls": 0.7024, "loss": 0.7024, "time": 0.22579}
+{"mode": "train", "epoch": 59, "iter": 1600, "lr": 0.01669, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8375, "top5_acc": 0.97562, "loss_cls": 0.77782, "loss": 0.77782, "time": 0.22541}
+{"mode": "train", "epoch": 59, "iter": 1700, "lr": 0.01668, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.85562, "top5_acc": 0.98, "loss_cls": 0.70421, "loss": 0.70421, "time": 0.22499}
+{"mode": "train", "epoch": 59, "iter": 1800, "lr": 0.01667, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83875, "top5_acc": 0.97938, "loss_cls": 0.75127, "loss": 0.75127, "time": 0.22581}
+{"mode": "train", "epoch": 59, "iter": 1900, "lr": 0.01666, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.835, "top5_acc": 0.97688, "loss_cls": 0.74117, "loss": 0.74117, "time": 0.22679}
+{"mode": "train", "epoch": 59, "iter": 2000, "lr": 0.01665, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84875, "top5_acc": 0.9775, "loss_cls": 0.73717, "loss": 0.73717, "time": 0.22443}
+{"mode": "train", "epoch": 59, "iter": 2100, "lr": 0.01664, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85688, "top5_acc": 0.97938, "loss_cls": 0.68996, "loss": 0.68996, "time": 0.22447}
+{"mode": "train", "epoch": 59, "iter": 2200, "lr": 0.01663, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.83938, "top5_acc": 0.98125, "loss_cls": 0.75924, "loss": 0.75924, "time": 0.22625}
+{"mode": "train", "epoch": 59, "iter": 2300, "lr": 0.01662, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85, "top5_acc": 0.97938, "loss_cls": 0.69796, "loss": 0.69796, "time": 0.22638}
+{"mode": "val", "epoch": 59, "iter": 1184, "lr": 0.01661, "top1_acc": 0.8642, "top5_acc": 0.98679}
+{"mode": "train", "epoch": 60, "iter": 100, "lr": 0.0166, "memory": 6525, "data_time": 0.17168, "top1_acc": 0.85188, "top5_acc": 0.98438, "loss_cls": 0.684, "loss": 0.684, "time": 0.39726}
+{"mode": "train", "epoch": 60, "iter": 200, "lr": 0.01659, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84688, "top5_acc": 0.97812, "loss_cls": 0.71072, "loss": 0.71072, "time": 0.22504}
+{"mode": "train", "epoch": 60, "iter": 300, "lr": 0.01658, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86562, "top5_acc": 0.9825, "loss_cls": 0.66706, "loss": 0.66706, "time": 0.22487}
+{"mode": "train", "epoch": 60, "iter": 400, "lr": 0.01657, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8625, "top5_acc": 0.98562, "loss_cls": 0.65381, "loss": 0.65381, "time": 0.22528}
+{"mode": "train", "epoch": 60, "iter": 500, "lr": 0.01656, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85188, "top5_acc": 0.985, "loss_cls": 0.66729, "loss": 0.66729, "time": 0.22504}
+{"mode": "train", "epoch": 60, "iter": 600, "lr": 0.01655, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84062, "top5_acc": 0.9775, "loss_cls": 0.73999, "loss": 0.73999, "time": 0.22434}
+{"mode": "train", "epoch": 60, "iter": 700, "lr": 0.01654, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86812, "top5_acc": 0.97938, "loss_cls": 0.64903, "loss": 0.64903, "time": 0.22445}
+{"mode": "train", "epoch": 60, "iter": 800, "lr": 0.01653, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8475, "top5_acc": 0.9825, "loss_cls": 0.70495, "loss": 0.70495, "time": 0.22513}
+{"mode": "train", "epoch": 60, "iter": 900, "lr": 0.01652, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83938, "top5_acc": 0.97938, "loss_cls": 0.71807, "loss": 0.71807, "time": 0.22552}
+{"mode": "train", "epoch": 60, "iter": 1000, "lr": 0.01651, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85188, "top5_acc": 0.98562, "loss_cls": 0.69531, "loss": 0.69531, "time": 0.2253}
+{"mode": "train", "epoch": 60, "iter": 1100, "lr": 0.0165, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.85562, "top5_acc": 0.98125, "loss_cls": 0.69765, "loss": 0.69765, "time": 0.22498}
+{"mode": "train", "epoch": 60, "iter": 1200, "lr": 0.01648, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.855, "top5_acc": 0.97812, "loss_cls": 0.70345, "loss": 0.70345, "time": 0.22582}
+{"mode": "train", "epoch": 60, "iter": 1300, "lr": 0.01647, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85688, "top5_acc": 0.98375, "loss_cls": 0.70312, "loss": 0.70312, "time": 0.2262}
+{"mode": "train", "epoch": 60, "iter": 1400, "lr": 0.01646, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83625, "top5_acc": 0.98188, "loss_cls": 0.72311, "loss": 0.72311, "time": 0.22637}
+{"mode": "train", "epoch": 60, "iter": 1500, "lr": 0.01645, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8525, "top5_acc": 0.98625, "loss_cls": 0.70361, "loss": 0.70361, "time": 0.22547}
+{"mode": "train", "epoch": 60, "iter": 1600, "lr": 0.01644, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83688, "top5_acc": 0.9775, "loss_cls": 0.75702, "loss": 0.75702, "time": 0.22537}
+{"mode": "train", "epoch": 60, "iter": 1700, "lr": 0.01643, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84188, "top5_acc": 0.9775, "loss_cls": 0.75215, "loss": 0.75215, "time": 0.22535}
+{"mode": "train", "epoch": 60, "iter": 1800, "lr": 0.01642, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.82375, "top5_acc": 0.9775, "loss_cls": 0.77186, "loss": 0.77186, "time": 0.22524}
+{"mode": "train", "epoch": 60, "iter": 1900, "lr": 0.01641, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84062, "top5_acc": 0.97812, "loss_cls": 0.74826, "loss": 0.74826, "time": 0.22494}
+{"mode": "train", "epoch": 60, "iter": 2000, "lr": 0.0164, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84688, "top5_acc": 0.97562, "loss_cls": 0.72868, "loss": 0.72868, "time": 0.2253}
+{"mode": "train", "epoch": 60, "iter": 2100, "lr": 0.01639, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8525, "top5_acc": 0.98562, "loss_cls": 0.67246, "loss": 0.67246, "time": 0.22544}
+{"mode": "train", "epoch": 60, "iter": 2200, "lr": 0.01638, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86125, "top5_acc": 0.98312, "loss_cls": 0.67854, "loss": 0.67854, "time": 0.22549}
+{"mode": "train", "epoch": 60, "iter": 2300, "lr": 0.01637, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8475, "top5_acc": 0.97438, "loss_cls": 0.7038, "loss": 0.7038, "time": 0.22629}
+{"mode": "val", "epoch": 60, "iter": 1184, "lr": 0.01636, "top1_acc": 0.84973, "top5_acc": 0.98679}
+{"mode": "train", "epoch": 61, "iter": 100, "lr": 0.01635, "memory": 6525, "data_time": 0.16939, "top1_acc": 0.85562, "top5_acc": 0.98188, "loss_cls": 0.66542, "loss": 0.66542, "time": 0.39425}
+{"mode": "train", "epoch": 61, "iter": 200, "lr": 0.01634, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86312, "top5_acc": 0.98625, "loss_cls": 0.63841, "loss": 0.63841, "time": 0.22479}
+{"mode": "train", "epoch": 61, "iter": 300, "lr": 0.01633, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85188, "top5_acc": 0.98062, "loss_cls": 0.67623, "loss": 0.67623, "time": 0.22473}
+{"mode": "train", "epoch": 61, "iter": 400, "lr": 0.01632, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85562, "top5_acc": 0.97812, "loss_cls": 0.67732, "loss": 0.67732, "time": 0.2244}
+{"mode": "train", "epoch": 61, "iter": 500, "lr": 0.01631, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84312, "top5_acc": 0.97562, "loss_cls": 0.74164, "loss": 0.74164, "time": 0.22475}
+{"mode": "train", "epoch": 61, "iter": 600, "lr": 0.0163, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85062, "top5_acc": 0.98375, "loss_cls": 0.67347, "loss": 0.67347, "time": 0.22496}
+{"mode": "train", "epoch": 61, "iter": 700, "lr": 0.01629, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86125, "top5_acc": 0.985, "loss_cls": 0.64495, "loss": 0.64495, "time": 0.22491}
+{"mode": "train", "epoch": 61, "iter": 800, "lr": 0.01628, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86188, "top5_acc": 0.97625, "loss_cls": 0.68258, "loss": 0.68258, "time": 0.22504}
+{"mode": "train", "epoch": 61, "iter": 900, "lr": 0.01627, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84, "top5_acc": 0.97938, "loss_cls": 0.73183, "loss": 0.73183, "time": 0.22518}
+{"mode": "train", "epoch": 61, "iter": 1000, "lr": 0.01626, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84562, "top5_acc": 0.98375, "loss_cls": 0.7198, "loss": 0.7198, "time": 0.22494}
+{"mode": "train", "epoch": 61, "iter": 1100, "lr": 0.01625, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85688, "top5_acc": 0.9825, "loss_cls": 0.66171, "loss": 0.66171, "time": 0.22634}
+{"mode": "train", "epoch": 61, "iter": 1200, "lr": 0.01624, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8725, "top5_acc": 0.975, "loss_cls": 0.65503, "loss": 0.65503, "time": 0.22704}
+{"mode": "train", "epoch": 61, "iter": 1300, "lr": 0.01623, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87688, "top5_acc": 0.98062, "loss_cls": 0.62594, "loss": 0.62594, "time": 0.22691}
+{"mode": "train", "epoch": 61, "iter": 1400, "lr": 0.01621, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8375, "top5_acc": 0.98, "loss_cls": 0.70232, "loss": 0.70232, "time": 0.22668}
+{"mode": "train", "epoch": 61, "iter": 1500, "lr": 0.0162, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.85062, "top5_acc": 0.98, "loss_cls": 0.68615, "loss": 0.68615, "time": 0.22605}
+{"mode": "train", "epoch": 61, "iter": 1600, "lr": 0.01619, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83688, "top5_acc": 0.98188, "loss_cls": 0.7528, "loss": 0.7528, "time": 0.22582}
+{"mode": "train", "epoch": 61, "iter": 1700, "lr": 0.01618, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83188, "top5_acc": 0.97438, "loss_cls": 0.7718, "loss": 0.7718, "time": 0.226}
+{"mode": "train", "epoch": 61, "iter": 1800, "lr": 0.01617, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83938, "top5_acc": 0.98312, "loss_cls": 0.73646, "loss": 0.73646, "time": 0.22617}
+{"mode": "train", "epoch": 61, "iter": 1900, "lr": 0.01616, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85062, "top5_acc": 0.98125, "loss_cls": 0.7292, "loss": 0.7292, "time": 0.22603}
+{"mode": "train", "epoch": 61, "iter": 2000, "lr": 0.01615, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84688, "top5_acc": 0.98375, "loss_cls": 0.69959, "loss": 0.69959, "time": 0.22567}
+{"mode": "train", "epoch": 61, "iter": 2100, "lr": 0.01614, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83312, "top5_acc": 0.97625, "loss_cls": 0.79174, "loss": 0.79174, "time": 0.22615}
+{"mode": "train", "epoch": 61, "iter": 2200, "lr": 0.01613, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84875, "top5_acc": 0.98312, "loss_cls": 0.70563, "loss": 0.70563, "time": 0.22686}
+{"mode": "train", "epoch": 61, "iter": 2300, "lr": 0.01612, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87438, "top5_acc": 0.98, "loss_cls": 0.60387, "loss": 0.60387, "time": 0.22608}
+{"mode": "val", "epoch": 61, "iter": 1184, "lr": 0.01611, "top1_acc": 0.85897, "top5_acc": 0.98611}
+{"mode": "train", "epoch": 62, "iter": 100, "lr": 0.0161, "memory": 6525, "data_time": 0.16861, "top1_acc": 0.87375, "top5_acc": 0.9825, "loss_cls": 0.58793, "loss": 0.58793, "time": 0.39383}
+{"mode": "train", "epoch": 62, "iter": 200, "lr": 0.01609, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85438, "top5_acc": 0.9825, "loss_cls": 0.64605, "loss": 0.64605, "time": 0.22539}
+{"mode": "train", "epoch": 62, "iter": 300, "lr": 0.01608, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87375, "top5_acc": 0.98562, "loss_cls": 0.60428, "loss": 0.60428, "time": 0.2246}
+{"mode": "train", "epoch": 62, "iter": 400, "lr": 0.01607, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87062, "top5_acc": 0.98688, "loss_cls": 0.62151, "loss": 0.62151, "time": 0.22554}
+{"mode": "train", "epoch": 62, "iter": 500, "lr": 0.01606, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8475, "top5_acc": 0.98312, "loss_cls": 0.70858, "loss": 0.70858, "time": 0.22559}
+{"mode": "train", "epoch": 62, "iter": 600, "lr": 0.01605, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8425, "top5_acc": 0.98062, "loss_cls": 0.74213, "loss": 0.74213, "time": 0.22549}
+{"mode": "train", "epoch": 62, "iter": 700, "lr": 0.01604, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86125, "top5_acc": 0.98375, "loss_cls": 0.6618, "loss": 0.6618, "time": 0.22533}
+{"mode": "train", "epoch": 62, "iter": 800, "lr": 0.01603, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86812, "top5_acc": 0.9825, "loss_cls": 0.65794, "loss": 0.65794, "time": 0.22422}
+{"mode": "train", "epoch": 62, "iter": 900, "lr": 0.01602, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.82312, "top5_acc": 0.97625, "loss_cls": 0.78984, "loss": 0.78984, "time": 0.22427}
+{"mode": "train", "epoch": 62, "iter": 1000, "lr": 0.01601, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85438, "top5_acc": 0.97625, "loss_cls": 0.69478, "loss": 0.69478, "time": 0.2248}
+{"mode": "train", "epoch": 62, "iter": 1100, "lr": 0.016, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8575, "top5_acc": 0.98188, "loss_cls": 0.69685, "loss": 0.69685, "time": 0.22459}
+{"mode": "train", "epoch": 62, "iter": 1200, "lr": 0.01598, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84812, "top5_acc": 0.97875, "loss_cls": 0.70981, "loss": 0.70981, "time": 0.22496}
+{"mode": "train", "epoch": 62, "iter": 1300, "lr": 0.01597, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.83875, "top5_acc": 0.97562, "loss_cls": 0.75722, "loss": 0.75722, "time": 0.22512}
+{"mode": "train", "epoch": 62, "iter": 1400, "lr": 0.01596, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84125, "top5_acc": 0.98125, "loss_cls": 0.7199, "loss": 0.7199, "time": 0.22588}
+{"mode": "train", "epoch": 62, "iter": 1500, "lr": 0.01595, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8575, "top5_acc": 0.98562, "loss_cls": 0.68908, "loss": 0.68908, "time": 0.22549}
+{"mode": "train", "epoch": 62, "iter": 1600, "lr": 0.01594, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84125, "top5_acc": 0.9775, "loss_cls": 0.71546, "loss": 0.71546, "time": 0.22472}
+{"mode": "train", "epoch": 62, "iter": 1700, "lr": 0.01593, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8525, "top5_acc": 0.98562, "loss_cls": 0.65542, "loss": 0.65542, "time": 0.22611}
+{"mode": "train", "epoch": 62, "iter": 1800, "lr": 0.01592, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8375, "top5_acc": 0.97438, "loss_cls": 0.75235, "loss": 0.75235, "time": 0.22507}
+{"mode": "train", "epoch": 62, "iter": 1900, "lr": 0.01591, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84438, "top5_acc": 0.98125, "loss_cls": 0.73223, "loss": 0.73223, "time": 0.2252}
+{"mode": "train", "epoch": 62, "iter": 2000, "lr": 0.0159, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.83875, "top5_acc": 0.97438, "loss_cls": 0.76602, "loss": 0.76602, "time": 0.22543}
+{"mode": "train", "epoch": 62, "iter": 2100, "lr": 0.01589, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84312, "top5_acc": 0.98625, "loss_cls": 0.67623, "loss": 0.67623, "time": 0.2245}
+{"mode": "train", "epoch": 62, "iter": 2200, "lr": 0.01588, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8675, "top5_acc": 0.97812, "loss_cls": 0.64316, "loss": 0.64316, "time": 0.22578}
+{"mode": "train", "epoch": 62, "iter": 2300, "lr": 0.01587, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.85562, "top5_acc": 0.98062, "loss_cls": 0.67923, "loss": 0.67923, "time": 0.22539}
+{"mode": "val", "epoch": 62, "iter": 1184, "lr": 0.01586, "top1_acc": 0.87006, "top5_acc": 0.9869}
+{"mode": "train", "epoch": 63, "iter": 100, "lr": 0.01585, "memory": 6525, "data_time": 0.17041, "top1_acc": 0.85375, "top5_acc": 0.98688, "loss_cls": 0.67152, "loss": 0.67152, "time": 0.39553}
+{"mode": "train", "epoch": 63, "iter": 200, "lr": 0.01584, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.855, "top5_acc": 0.97875, "loss_cls": 0.6857, "loss": 0.6857, "time": 0.22428}
+{"mode": "train", "epoch": 63, "iter": 300, "lr": 0.01583, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86125, "top5_acc": 0.98312, "loss_cls": 0.63344, "loss": 0.63344, "time": 0.2244}
+{"mode": "train", "epoch": 63, "iter": 400, "lr": 0.01582, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85562, "top5_acc": 0.98438, "loss_cls": 0.66007, "loss": 0.66007, "time": 0.22513}
+{"mode": "train", "epoch": 63, "iter": 500, "lr": 0.01581, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84438, "top5_acc": 0.9775, "loss_cls": 0.74683, "loss": 0.74683, "time": 0.22551}
+{"mode": "train", "epoch": 63, "iter": 600, "lr": 0.0158, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.85625, "top5_acc": 0.98625, "loss_cls": 0.66638, "loss": 0.66638, "time": 0.22504}
+{"mode": "train", "epoch": 63, "iter": 700, "lr": 0.01579, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.8525, "top5_acc": 0.9775, "loss_cls": 0.71237, "loss": 0.71237, "time": 0.22522}
+{"mode": "train", "epoch": 63, "iter": 800, "lr": 0.01578, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.85312, "top5_acc": 0.97625, "loss_cls": 0.70444, "loss": 0.70444, "time": 0.225}
+{"mode": "train", "epoch": 63, "iter": 900, "lr": 0.01577, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8575, "top5_acc": 0.98312, "loss_cls": 0.635, "loss": 0.635, "time": 0.22506}
+{"mode": "train", "epoch": 63, "iter": 1000, "lr": 0.01575, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87, "top5_acc": 0.9825, "loss_cls": 0.62799, "loss": 0.62799, "time": 0.22665}
+{"mode": "train", "epoch": 63, "iter": 1100, "lr": 0.01574, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85375, "top5_acc": 0.98375, "loss_cls": 0.68408, "loss": 0.68408, "time": 0.22622}
+{"mode": "train", "epoch": 63, "iter": 1200, "lr": 0.01573, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8575, "top5_acc": 0.98062, "loss_cls": 0.69667, "loss": 0.69667, "time": 0.22659}
+{"mode": "train", "epoch": 63, "iter": 1300, "lr": 0.01572, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87375, "top5_acc": 0.98438, "loss_cls": 0.63642, "loss": 0.63642, "time": 0.22581}
+{"mode": "train", "epoch": 63, "iter": 1400, "lr": 0.01571, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.865, "top5_acc": 0.98625, "loss_cls": 0.64959, "loss": 0.64959, "time": 0.22474}
+{"mode": "train", "epoch": 63, "iter": 1500, "lr": 0.0157, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.84375, "top5_acc": 0.97812, "loss_cls": 0.71081, "loss": 0.71081, "time": 0.22446}
+{"mode": "train", "epoch": 63, "iter": 1600, "lr": 0.01569, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86188, "top5_acc": 0.98562, "loss_cls": 0.64277, "loss": 0.64277, "time": 0.22601}
+{"mode": "train", "epoch": 63, "iter": 1700, "lr": 0.01568, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84562, "top5_acc": 0.98062, "loss_cls": 0.71651, "loss": 0.71651, "time": 0.22594}
+{"mode": "train", "epoch": 63, "iter": 1800, "lr": 0.01567, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.85062, "top5_acc": 0.98125, "loss_cls": 0.68746, "loss": 0.68746, "time": 0.22599}
+{"mode": "train", "epoch": 63, "iter": 1900, "lr": 0.01566, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.84188, "top5_acc": 0.9775, "loss_cls": 0.73914, "loss": 0.73914, "time": 0.22459}
+{"mode": "train", "epoch": 63, "iter": 2000, "lr": 0.01565, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.85062, "top5_acc": 0.98312, "loss_cls": 0.66425, "loss": 0.66425, "time": 0.22481}
+{"mode": "train", "epoch": 63, "iter": 2100, "lr": 0.01564, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86688, "top5_acc": 0.985, "loss_cls": 0.67423, "loss": 0.67423, "time": 0.22505}
+{"mode": "train", "epoch": 63, "iter": 2200, "lr": 0.01563, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84, "top5_acc": 0.98188, "loss_cls": 0.73735, "loss": 0.73735, "time": 0.2271}
+{"mode": "train", "epoch": 63, "iter": 2300, "lr": 0.01561, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86, "top5_acc": 0.98, "loss_cls": 0.68294, "loss": 0.68294, "time": 0.22793}
+{"mode": "val", "epoch": 63, "iter": 1184, "lr": 0.01561, "top1_acc": 0.86589, "top5_acc": 0.98679}
+{"mode": "train", "epoch": 64, "iter": 100, "lr": 0.0156, "memory": 6525, "data_time": 0.1708, "top1_acc": 0.88188, "top5_acc": 0.9825, "loss_cls": 0.57964, "loss": 0.57964, "time": 0.39559}
+{"mode": "train", "epoch": 64, "iter": 200, "lr": 0.01559, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87438, "top5_acc": 0.98438, "loss_cls": 0.61213, "loss": 0.61213, "time": 0.22559}
+{"mode": "train", "epoch": 64, "iter": 300, "lr": 0.01558, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86, "top5_acc": 0.985, "loss_cls": 0.69274, "loss": 0.69274, "time": 0.22567}
+{"mode": "train", "epoch": 64, "iter": 400, "lr": 0.01557, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87, "top5_acc": 0.9825, "loss_cls": 0.65575, "loss": 0.65575, "time": 0.2261}
+{"mode": "train", "epoch": 64, "iter": 500, "lr": 0.01555, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.865, "top5_acc": 0.98375, "loss_cls": 0.62525, "loss": 0.62525, "time": 0.22571}
+{"mode": "train", "epoch": 64, "iter": 600, "lr": 0.01554, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85562, "top5_acc": 0.97625, "loss_cls": 0.669, "loss": 0.669, "time": 0.22548}
+{"mode": "train", "epoch": 64, "iter": 700, "lr": 0.01553, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86625, "top5_acc": 0.9875, "loss_cls": 0.6256, "loss": 0.6256, "time": 0.22485}
+{"mode": "train", "epoch": 64, "iter": 800, "lr": 0.01552, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.85188, "top5_acc": 0.98312, "loss_cls": 0.69236, "loss": 0.69236, "time": 0.22469}
+{"mode": "train", "epoch": 64, "iter": 900, "lr": 0.01551, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85, "top5_acc": 0.97375, "loss_cls": 0.7483, "loss": 0.7483, "time": 0.22472}
+{"mode": "train", "epoch": 64, "iter": 1000, "lr": 0.0155, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86688, "top5_acc": 0.98938, "loss_cls": 0.61939, "loss": 0.61939, "time": 0.22474}
+{"mode": "train", "epoch": 64, "iter": 1100, "lr": 0.01549, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.865, "top5_acc": 0.98312, "loss_cls": 0.64225, "loss": 0.64225, "time": 0.22692}
+{"mode": "train", "epoch": 64, "iter": 1200, "lr": 0.01548, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.84875, "top5_acc": 0.97312, "loss_cls": 0.72255, "loss": 0.72255, "time": 0.22726}
+{"mode": "train", "epoch": 64, "iter": 1300, "lr": 0.01547, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85562, "top5_acc": 0.9825, "loss_cls": 0.67123, "loss": 0.67123, "time": 0.22623}
+{"mode": "train", "epoch": 64, "iter": 1400, "lr": 0.01546, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86312, "top5_acc": 0.98062, "loss_cls": 0.67513, "loss": 0.67513, "time": 0.22568}
+{"mode": "train", "epoch": 64, "iter": 1500, "lr": 0.01545, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84688, "top5_acc": 0.9875, "loss_cls": 0.6942, "loss": 0.6942, "time": 0.22517}
+{"mode": "train", "epoch": 64, "iter": 1600, "lr": 0.01544, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.83188, "top5_acc": 0.97938, "loss_cls": 0.75087, "loss": 0.75087, "time": 0.22509}
+{"mode": "train", "epoch": 64, "iter": 1700, "lr": 0.01543, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8425, "top5_acc": 0.98375, "loss_cls": 0.70384, "loss": 0.70384, "time": 0.22655}
+{"mode": "train", "epoch": 64, "iter": 1800, "lr": 0.01541, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8525, "top5_acc": 0.98812, "loss_cls": 0.69468, "loss": 0.69468, "time": 0.22586}
+{"mode": "train", "epoch": 64, "iter": 1900, "lr": 0.0154, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8625, "top5_acc": 0.98375, "loss_cls": 0.63128, "loss": 0.63128, "time": 0.22544}
+{"mode": "train", "epoch": 64, "iter": 2000, "lr": 0.01539, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86312, "top5_acc": 0.97438, "loss_cls": 0.69202, "loss": 0.69202, "time": 0.22472}
+{"mode": "train", "epoch": 64, "iter": 2100, "lr": 0.01538, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84438, "top5_acc": 0.9825, "loss_cls": 0.70353, "loss": 0.70353, "time": 0.2247}
+{"mode": "train", "epoch": 64, "iter": 2200, "lr": 0.01537, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85125, "top5_acc": 0.9775, "loss_cls": 0.70831, "loss": 0.70831, "time": 0.22442}
+{"mode": "train", "epoch": 64, "iter": 2300, "lr": 0.01536, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.855, "top5_acc": 0.98438, "loss_cls": 0.70433, "loss": 0.70433, "time": 0.22475}
+{"mode": "val", "epoch": 64, "iter": 1184, "lr": 0.01535, "top1_acc": 0.86985, "top5_acc": 0.98648}
+{"mode": "train", "epoch": 65, "iter": 100, "lr": 0.01534, "memory": 6525, "data_time": 0.17179, "top1_acc": 0.85938, "top5_acc": 0.98312, "loss_cls": 0.62238, "loss": 0.62238, "time": 0.39622}
+{"mode": "train", "epoch": 65, "iter": 200, "lr": 0.01533, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86938, "top5_acc": 0.985, "loss_cls": 0.60219, "loss": 0.60219, "time": 0.22492}
+{"mode": "train", "epoch": 65, "iter": 300, "lr": 0.01532, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85, "top5_acc": 0.98812, "loss_cls": 0.63643, "loss": 0.63643, "time": 0.22501}
+{"mode": "train", "epoch": 65, "iter": 400, "lr": 0.01531, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84, "top5_acc": 0.98125, "loss_cls": 0.71708, "loss": 0.71708, "time": 0.22462}
+{"mode": "train", "epoch": 65, "iter": 500, "lr": 0.0153, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86875, "top5_acc": 0.98812, "loss_cls": 0.63475, "loss": 0.63475, "time": 0.22482}
+{"mode": "train", "epoch": 65, "iter": 600, "lr": 0.01529, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83625, "top5_acc": 0.98438, "loss_cls": 0.72478, "loss": 0.72478, "time": 0.22517}
+{"mode": "train", "epoch": 65, "iter": 700, "lr": 0.01528, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.855, "top5_acc": 0.98812, "loss_cls": 0.68625, "loss": 0.68625, "time": 0.22518}
+{"mode": "train", "epoch": 65, "iter": 800, "lr": 0.01527, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85625, "top5_acc": 0.98375, "loss_cls": 0.68124, "loss": 0.68124, "time": 0.22551}
+{"mode": "train", "epoch": 65, "iter": 900, "lr": 0.01526, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86812, "top5_acc": 0.98062, "loss_cls": 0.63135, "loss": 0.63135, "time": 0.22445}
+{"mode": "train", "epoch": 65, "iter": 1000, "lr": 0.01525, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8475, "top5_acc": 0.98125, "loss_cls": 0.71214, "loss": 0.71214, "time": 0.22488}
+{"mode": "train", "epoch": 65, "iter": 1100, "lr": 0.01524, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86438, "top5_acc": 0.97938, "loss_cls": 0.66106, "loss": 0.66106, "time": 0.22579}
+{"mode": "train", "epoch": 65, "iter": 1200, "lr": 0.01522, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84812, "top5_acc": 0.98188, "loss_cls": 0.71101, "loss": 0.71101, "time": 0.22513}
+{"mode": "train", "epoch": 65, "iter": 1300, "lr": 0.01521, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86375, "top5_acc": 0.985, "loss_cls": 0.63329, "loss": 0.63329, "time": 0.22488}
+{"mode": "train", "epoch": 65, "iter": 1400, "lr": 0.0152, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87188, "top5_acc": 0.99, "loss_cls": 0.59904, "loss": 0.59904, "time": 0.22477}
+{"mode": "train", "epoch": 65, "iter": 1500, "lr": 0.01519, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.845, "top5_acc": 0.98, "loss_cls": 0.7001, "loss": 0.7001, "time": 0.22376}
+{"mode": "train", "epoch": 65, "iter": 1600, "lr": 0.01518, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85812, "top5_acc": 0.98125, "loss_cls": 0.64893, "loss": 0.64893, "time": 0.22414}
+{"mode": "train", "epoch": 65, "iter": 1700, "lr": 0.01517, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86062, "top5_acc": 0.98688, "loss_cls": 0.6385, "loss": 0.6385, "time": 0.22481}
+{"mode": "train", "epoch": 65, "iter": 1800, "lr": 0.01516, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.855, "top5_acc": 0.98062, "loss_cls": 0.66665, "loss": 0.66665, "time": 0.2249}
+{"mode": "train", "epoch": 65, "iter": 1900, "lr": 0.01515, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8575, "top5_acc": 0.97562, "loss_cls": 0.68934, "loss": 0.68934, "time": 0.22587}
+{"mode": "train", "epoch": 65, "iter": 2000, "lr": 0.01514, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.845, "top5_acc": 0.97812, "loss_cls": 0.74109, "loss": 0.74109, "time": 0.22495}
+{"mode": "train", "epoch": 65, "iter": 2100, "lr": 0.01513, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85688, "top5_acc": 0.9825, "loss_cls": 0.70918, "loss": 0.70918, "time": 0.22463}
+{"mode": "train", "epoch": 65, "iter": 2200, "lr": 0.01512, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86125, "top5_acc": 0.98562, "loss_cls": 0.64826, "loss": 0.64826, "time": 0.22507}
+{"mode": "train", "epoch": 65, "iter": 2300, "lr": 0.0151, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.84562, "top5_acc": 0.98125, "loss_cls": 0.70595, "loss": 0.70595, "time": 0.22514}
+{"mode": "val", "epoch": 65, "iter": 1184, "lr": 0.0151, "top1_acc": 0.85823, "top5_acc": 0.98431}
+{"mode": "train", "epoch": 66, "iter": 100, "lr": 0.01509, "memory": 6525, "data_time": 0.16824, "top1_acc": 0.865, "top5_acc": 0.98312, "loss_cls": 0.6298, "loss": 0.6298, "time": 0.39304}
+{"mode": "train", "epoch": 66, "iter": 200, "lr": 0.01508, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88625, "top5_acc": 0.9875, "loss_cls": 0.56164, "loss": 0.56164, "time": 0.22505}
+{"mode": "train", "epoch": 66, "iter": 300, "lr": 0.01507, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86688, "top5_acc": 0.985, "loss_cls": 0.63774, "loss": 0.63774, "time": 0.22544}
+{"mode": "train", "epoch": 66, "iter": 400, "lr": 0.01506, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.865, "top5_acc": 0.98125, "loss_cls": 0.64366, "loss": 0.64366, "time": 0.22513}
+{"mode": "train", "epoch": 66, "iter": 500, "lr": 0.01504, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85688, "top5_acc": 0.98125, "loss_cls": 0.65409, "loss": 0.65409, "time": 0.22432}
+{"mode": "train", "epoch": 66, "iter": 600, "lr": 0.01503, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87625, "top5_acc": 0.985, "loss_cls": 0.58922, "loss": 0.58922, "time": 0.22462}
+{"mode": "train", "epoch": 66, "iter": 700, "lr": 0.01502, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.85875, "top5_acc": 0.98438, "loss_cls": 0.67329, "loss": 0.67329, "time": 0.22529}
+{"mode": "train", "epoch": 66, "iter": 800, "lr": 0.01501, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86312, "top5_acc": 0.98375, "loss_cls": 0.65237, "loss": 0.65237, "time": 0.22535}
+{"mode": "train", "epoch": 66, "iter": 900, "lr": 0.015, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86625, "top5_acc": 0.98375, "loss_cls": 0.66065, "loss": 0.66065, "time": 0.22515}
+{"mode": "train", "epoch": 66, "iter": 1000, "lr": 0.01499, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8475, "top5_acc": 0.98625, "loss_cls": 0.68957, "loss": 0.68957, "time": 0.22677}
+{"mode": "train", "epoch": 66, "iter": 1100, "lr": 0.01498, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8375, "top5_acc": 0.97688, "loss_cls": 0.73688, "loss": 0.73688, "time": 0.22702}
+{"mode": "train", "epoch": 66, "iter": 1200, "lr": 0.01497, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.865, "top5_acc": 0.98938, "loss_cls": 0.63802, "loss": 0.63802, "time": 0.22631}
+{"mode": "train", "epoch": 66, "iter": 1300, "lr": 0.01496, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84938, "top5_acc": 0.98688, "loss_cls": 0.6665, "loss": 0.6665, "time": 0.22561}
+{"mode": "train", "epoch": 66, "iter": 1400, "lr": 0.01495, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85812, "top5_acc": 0.98188, "loss_cls": 0.68908, "loss": 0.68908, "time": 0.22477}
+{"mode": "train", "epoch": 66, "iter": 1500, "lr": 0.01494, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85188, "top5_acc": 0.9775, "loss_cls": 0.69348, "loss": 0.69348, "time": 0.22467}
+{"mode": "train", "epoch": 66, "iter": 1600, "lr": 0.01492, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84812, "top5_acc": 0.97812, "loss_cls": 0.71247, "loss": 0.71247, "time": 0.22554}
+{"mode": "train", "epoch": 66, "iter": 1700, "lr": 0.01491, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86812, "top5_acc": 0.97812, "loss_cls": 0.65174, "loss": 0.65174, "time": 0.22529}
+{"mode": "train", "epoch": 66, "iter": 1800, "lr": 0.0149, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84625, "top5_acc": 0.98438, "loss_cls": 0.69983, "loss": 0.69983, "time": 0.22513}
+{"mode": "train", "epoch": 66, "iter": 1900, "lr": 0.01489, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.85125, "top5_acc": 0.985, "loss_cls": 0.67708, "loss": 0.67708, "time": 0.22508}
+{"mode": "train", "epoch": 66, "iter": 2000, "lr": 0.01488, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86375, "top5_acc": 0.98625, "loss_cls": 0.60834, "loss": 0.60834, "time": 0.2252}
+{"mode": "train", "epoch": 66, "iter": 2100, "lr": 0.01487, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84812, "top5_acc": 0.98312, "loss_cls": 0.67363, "loss": 0.67363, "time": 0.22585}
+{"mode": "train", "epoch": 66, "iter": 2200, "lr": 0.01486, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86188, "top5_acc": 0.985, "loss_cls": 0.65044, "loss": 0.65044, "time": 0.2248}
+{"mode": "train", "epoch": 66, "iter": 2300, "lr": 0.01485, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84625, "top5_acc": 0.98125, "loss_cls": 0.71862, "loss": 0.71862, "time": 0.22584}
+{"mode": "val", "epoch": 66, "iter": 1184, "lr": 0.01484, "top1_acc": 0.86029, "top5_acc": 0.98727}
+{"mode": "train", "epoch": 67, "iter": 100, "lr": 0.01483, "memory": 6525, "data_time": 0.17066, "top1_acc": 0.87125, "top5_acc": 0.9825, "loss_cls": 0.61651, "loss": 0.61651, "time": 0.39584}
+{"mode": "train", "epoch": 67, "iter": 200, "lr": 0.01482, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8525, "top5_acc": 0.98688, "loss_cls": 0.674, "loss": 0.674, "time": 0.22457}
+{"mode": "train", "epoch": 67, "iter": 300, "lr": 0.01481, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86, "top5_acc": 0.98688, "loss_cls": 0.65519, "loss": 0.65519, "time": 0.22496}
+{"mode": "train", "epoch": 67, "iter": 400, "lr": 0.0148, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86188, "top5_acc": 0.98438, "loss_cls": 0.6809, "loss": 0.6809, "time": 0.2252}
+{"mode": "train", "epoch": 67, "iter": 500, "lr": 0.01479, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86875, "top5_acc": 0.98438, "loss_cls": 0.637, "loss": 0.637, "time": 0.22484}
+{"mode": "train", "epoch": 67, "iter": 600, "lr": 0.01478, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.85688, "top5_acc": 0.98, "loss_cls": 0.6593, "loss": 0.6593, "time": 0.22452}
+{"mode": "train", "epoch": 67, "iter": 700, "lr": 0.01477, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.87312, "top5_acc": 0.97938, "loss_cls": 0.61825, "loss": 0.61825, "time": 0.22437}
+{"mode": "train", "epoch": 67, "iter": 800, "lr": 0.01475, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.87875, "top5_acc": 0.98688, "loss_cls": 0.55594, "loss": 0.55594, "time": 0.22455}
+{"mode": "train", "epoch": 67, "iter": 900, "lr": 0.01474, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85438, "top5_acc": 0.9825, "loss_cls": 0.68126, "loss": 0.68126, "time": 0.22582}
+{"mode": "train", "epoch": 67, "iter": 1000, "lr": 0.01473, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86375, "top5_acc": 0.97938, "loss_cls": 0.66467, "loss": 0.66467, "time": 0.22445}
+{"mode": "train", "epoch": 67, "iter": 1100, "lr": 0.01472, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8675, "top5_acc": 0.98188, "loss_cls": 0.63385, "loss": 0.63385, "time": 0.22619}
+{"mode": "train", "epoch": 67, "iter": 1200, "lr": 0.01471, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87938, "top5_acc": 0.98562, "loss_cls": 0.60026, "loss": 0.60026, "time": 0.22604}
+{"mode": "train", "epoch": 67, "iter": 1300, "lr": 0.0147, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86312, "top5_acc": 0.98188, "loss_cls": 0.64129, "loss": 0.64129, "time": 0.22534}
+{"mode": "train", "epoch": 67, "iter": 1400, "lr": 0.01469, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85312, "top5_acc": 0.98375, "loss_cls": 0.67774, "loss": 0.67774, "time": 0.22572}
+{"mode": "train", "epoch": 67, "iter": 1500, "lr": 0.01468, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85688, "top5_acc": 0.97875, "loss_cls": 0.68801, "loss": 0.68801, "time": 0.22583}
+{"mode": "train", "epoch": 67, "iter": 1600, "lr": 0.01467, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8575, "top5_acc": 0.98438, "loss_cls": 0.65628, "loss": 0.65628, "time": 0.22542}
+{"mode": "train", "epoch": 67, "iter": 1700, "lr": 0.01466, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.845, "top5_acc": 0.9825, "loss_cls": 0.7015, "loss": 0.7015, "time": 0.22513}
+{"mode": "train", "epoch": 67, "iter": 1800, "lr": 0.01465, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8675, "top5_acc": 0.98312, "loss_cls": 0.63248, "loss": 0.63248, "time": 0.22508}
+{"mode": "train", "epoch": 67, "iter": 1900, "lr": 0.01463, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85812, "top5_acc": 0.98125, "loss_cls": 0.67223, "loss": 0.67223, "time": 0.22524}
+{"mode": "train", "epoch": 67, "iter": 2000, "lr": 0.01462, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8575, "top5_acc": 0.98, "loss_cls": 0.70596, "loss": 0.70596, "time": 0.22558}
+{"mode": "train", "epoch": 67, "iter": 2100, "lr": 0.01461, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86438, "top5_acc": 0.98312, "loss_cls": 0.63732, "loss": 0.63732, "time": 0.22537}
+{"mode": "train", "epoch": 67, "iter": 2200, "lr": 0.0146, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.84188, "top5_acc": 0.98062, "loss_cls": 0.71718, "loss": 0.71718, "time": 0.22549}
+{"mode": "train", "epoch": 67, "iter": 2300, "lr": 0.01459, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86688, "top5_acc": 0.98438, "loss_cls": 0.63379, "loss": 0.63379, "time": 0.22484}
+{"mode": "val", "epoch": 67, "iter": 1184, "lr": 0.01458, "top1_acc": 0.8773, "top5_acc": 0.98885}
+{"mode": "train", "epoch": 68, "iter": 100, "lr": 0.01457, "memory": 6525, "data_time": 0.16792, "top1_acc": 0.87812, "top5_acc": 0.985, "loss_cls": 0.62634, "loss": 0.62634, "time": 0.3932}
+{"mode": "train", "epoch": 68, "iter": 200, "lr": 0.01456, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86375, "top5_acc": 0.98312, "loss_cls": 0.62657, "loss": 0.62657, "time": 0.22481}
+{"mode": "train", "epoch": 68, "iter": 300, "lr": 0.01455, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86125, "top5_acc": 0.97625, "loss_cls": 0.65875, "loss": 0.65875, "time": 0.22472}
+{"mode": "train", "epoch": 68, "iter": 400, "lr": 0.01454, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85562, "top5_acc": 0.98312, "loss_cls": 0.64272, "loss": 0.64272, "time": 0.22669}
+{"mode": "train", "epoch": 68, "iter": 500, "lr": 0.01453, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86, "top5_acc": 0.98188, "loss_cls": 0.68198, "loss": 0.68198, "time": 0.225}
+{"mode": "train", "epoch": 68, "iter": 600, "lr": 0.01452, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88062, "top5_acc": 0.98625, "loss_cls": 0.58759, "loss": 0.58759, "time": 0.22595}
+{"mode": "train", "epoch": 68, "iter": 700, "lr": 0.01451, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84688, "top5_acc": 0.98688, "loss_cls": 0.65477, "loss": 0.65477, "time": 0.22501}
+{"mode": "train", "epoch": 68, "iter": 800, "lr": 0.0145, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86062, "top5_acc": 0.98688, "loss_cls": 0.61817, "loss": 0.61817, "time": 0.22507}
+{"mode": "train", "epoch": 68, "iter": 900, "lr": 0.01449, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86062, "top5_acc": 0.98438, "loss_cls": 0.62624, "loss": 0.62624, "time": 0.22506}
+{"mode": "train", "epoch": 68, "iter": 1000, "lr": 0.01447, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85, "top5_acc": 0.98312, "loss_cls": 0.68351, "loss": 0.68351, "time": 0.22484}
+{"mode": "train", "epoch": 68, "iter": 1100, "lr": 0.01446, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86, "top5_acc": 0.97938, "loss_cls": 0.66152, "loss": 0.66152, "time": 0.22495}
+{"mode": "train", "epoch": 68, "iter": 1200, "lr": 0.01445, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85688, "top5_acc": 0.98188, "loss_cls": 0.66108, "loss": 0.66108, "time": 0.22513}
+{"mode": "train", "epoch": 68, "iter": 1300, "lr": 0.01444, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85875, "top5_acc": 0.98562, "loss_cls": 0.64469, "loss": 0.64469, "time": 0.22507}
+{"mode": "train", "epoch": 68, "iter": 1400, "lr": 0.01443, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85875, "top5_acc": 0.98125, "loss_cls": 0.66963, "loss": 0.66963, "time": 0.22505}
+{"mode": "train", "epoch": 68, "iter": 1500, "lr": 0.01442, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86125, "top5_acc": 0.985, "loss_cls": 0.62961, "loss": 0.62961, "time": 0.22526}
+{"mode": "train", "epoch": 68, "iter": 1600, "lr": 0.01441, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85125, "top5_acc": 0.97562, "loss_cls": 0.71609, "loss": 0.71609, "time": 0.22624}
+{"mode": "train", "epoch": 68, "iter": 1700, "lr": 0.0144, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.85688, "top5_acc": 0.98188, "loss_cls": 0.6669, "loss": 0.6669, "time": 0.22809}
+{"mode": "train", "epoch": 68, "iter": 1800, "lr": 0.01439, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85438, "top5_acc": 0.9825, "loss_cls": 0.6791, "loss": 0.6791, "time": 0.22723}
+{"mode": "train", "epoch": 68, "iter": 1900, "lr": 0.01438, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84875, "top5_acc": 0.97812, "loss_cls": 0.73294, "loss": 0.73294, "time": 0.22749}
+{"mode": "train", "epoch": 68, "iter": 2000, "lr": 0.01436, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87812, "top5_acc": 0.98375, "loss_cls": 0.57606, "loss": 0.57606, "time": 0.22647}
+{"mode": "train", "epoch": 68, "iter": 2100, "lr": 0.01435, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.84188, "top5_acc": 0.98, "loss_cls": 0.72533, "loss": 0.72533, "time": 0.22446}
+{"mode": "train", "epoch": 68, "iter": 2200, "lr": 0.01434, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.84562, "top5_acc": 0.98, "loss_cls": 0.69521, "loss": 0.69521, "time": 0.22659}
+{"mode": "train", "epoch": 68, "iter": 2300, "lr": 0.01433, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87625, "top5_acc": 0.98312, "loss_cls": 0.58737, "loss": 0.58737, "time": 0.2269}
+{"mode": "val", "epoch": 68, "iter": 1184, "lr": 0.01433, "top1_acc": 0.86182, "top5_acc": 0.98738}
+{"mode": "train", "epoch": 69, "iter": 100, "lr": 0.01432, "memory": 6525, "data_time": 0.1767, "top1_acc": 0.87375, "top5_acc": 0.98625, "loss_cls": 0.6025, "loss": 0.6025, "time": 0.40166}
+{"mode": "train", "epoch": 69, "iter": 200, "lr": 0.0143, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85875, "top5_acc": 0.98375, "loss_cls": 0.65884, "loss": 0.65884, "time": 0.22468}
+{"mode": "train", "epoch": 69, "iter": 300, "lr": 0.01429, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85188, "top5_acc": 0.97812, "loss_cls": 0.67085, "loss": 0.67085, "time": 0.22524}
+{"mode": "train", "epoch": 69, "iter": 400, "lr": 0.01428, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86625, "top5_acc": 0.98188, "loss_cls": 0.63378, "loss": 0.63378, "time": 0.22486}
+{"mode": "train", "epoch": 69, "iter": 500, "lr": 0.01427, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86812, "top5_acc": 0.98625, "loss_cls": 0.6202, "loss": 0.6202, "time": 0.22778}
+{"mode": "train", "epoch": 69, "iter": 600, "lr": 0.01426, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87188, "top5_acc": 0.99188, "loss_cls": 0.5762, "loss": 0.5762, "time": 0.22574}
+{"mode": "train", "epoch": 69, "iter": 700, "lr": 0.01425, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86875, "top5_acc": 0.98062, "loss_cls": 0.65125, "loss": 0.65125, "time": 0.22645}
+{"mode": "train", "epoch": 69, "iter": 800, "lr": 0.01424, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87438, "top5_acc": 0.98688, "loss_cls": 0.60291, "loss": 0.60291, "time": 0.22686}
+{"mode": "train", "epoch": 69, "iter": 900, "lr": 0.01423, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85625, "top5_acc": 0.97875, "loss_cls": 0.68496, "loss": 0.68496, "time": 0.22516}
+{"mode": "train", "epoch": 69, "iter": 1000, "lr": 0.01422, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85812, "top5_acc": 0.97812, "loss_cls": 0.65463, "loss": 0.65463, "time": 0.22505}
+{"mode": "train", "epoch": 69, "iter": 1100, "lr": 0.0142, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87062, "top5_acc": 0.98375, "loss_cls": 0.62558, "loss": 0.62558, "time": 0.22499}
+{"mode": "train", "epoch": 69, "iter": 1200, "lr": 0.01419, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86688, "top5_acc": 0.98312, "loss_cls": 0.62323, "loss": 0.62323, "time": 0.22473}
+{"mode": "train", "epoch": 69, "iter": 1300, "lr": 0.01418, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.84562, "top5_acc": 0.97625, "loss_cls": 0.67306, "loss": 0.67306, "time": 0.22566}
+{"mode": "train", "epoch": 69, "iter": 1400, "lr": 0.01417, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.8575, "top5_acc": 0.985, "loss_cls": 0.65114, "loss": 0.65114, "time": 0.22704}
+{"mode": "train", "epoch": 69, "iter": 1500, "lr": 0.01416, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87, "top5_acc": 0.97938, "loss_cls": 0.63001, "loss": 0.63001, "time": 0.22533}
+{"mode": "train", "epoch": 69, "iter": 1600, "lr": 0.01415, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8475, "top5_acc": 0.97938, "loss_cls": 0.69703, "loss": 0.69703, "time": 0.22505}
+{"mode": "train", "epoch": 69, "iter": 1700, "lr": 0.01414, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86312, "top5_acc": 0.98438, "loss_cls": 0.60694, "loss": 0.60694, "time": 0.22499}
+{"mode": "train", "epoch": 69, "iter": 1800, "lr": 0.01413, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86688, "top5_acc": 0.98438, "loss_cls": 0.62883, "loss": 0.62883, "time": 0.22499}
+{"mode": "train", "epoch": 69, "iter": 1900, "lr": 0.01412, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.865, "top5_acc": 0.98562, "loss_cls": 0.62346, "loss": 0.62346, "time": 0.22483}
+{"mode": "train", "epoch": 69, "iter": 2000, "lr": 0.01411, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.83562, "top5_acc": 0.97938, "loss_cls": 0.74009, "loss": 0.74009, "time": 0.22541}
+{"mode": "train", "epoch": 69, "iter": 2100, "lr": 0.01409, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86, "top5_acc": 0.98438, "loss_cls": 0.68501, "loss": 0.68501, "time": 0.22558}
+{"mode": "train", "epoch": 69, "iter": 2200, "lr": 0.01408, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.85, "top5_acc": 0.98125, "loss_cls": 0.6727, "loss": 0.6727, "time": 0.22463}
+{"mode": "train", "epoch": 69, "iter": 2300, "lr": 0.01407, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.875, "top5_acc": 0.98562, "loss_cls": 0.6006, "loss": 0.6006, "time": 0.22512}
+{"mode": "val", "epoch": 69, "iter": 1184, "lr": 0.01407, "top1_acc": 0.86467, "top5_acc": 0.98669}
+{"mode": "train", "epoch": 70, "iter": 100, "lr": 0.01406, "memory": 6525, "data_time": 0.16903, "top1_acc": 0.87938, "top5_acc": 0.99, "loss_cls": 0.57285, "loss": 0.57285, "time": 0.3952}
+{"mode": "train", "epoch": 70, "iter": 200, "lr": 0.01404, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.89438, "top5_acc": 0.98562, "loss_cls": 0.5327, "loss": 0.5327, "time": 0.22494}
+{"mode": "train", "epoch": 70, "iter": 300, "lr": 0.01403, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.88125, "top5_acc": 0.985, "loss_cls": 0.57399, "loss": 0.57399, "time": 0.226}
+{"mode": "train", "epoch": 70, "iter": 400, "lr": 0.01402, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8575, "top5_acc": 0.98312, "loss_cls": 0.62206, "loss": 0.62206, "time": 0.22602}
+{"mode": "train", "epoch": 70, "iter": 500, "lr": 0.01401, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86312, "top5_acc": 0.98312, "loss_cls": 0.63208, "loss": 0.63208, "time": 0.22685}
+{"mode": "train", "epoch": 70, "iter": 600, "lr": 0.014, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.875, "top5_acc": 0.985, "loss_cls": 0.59216, "loss": 0.59216, "time": 0.22874}
+{"mode": "train", "epoch": 70, "iter": 700, "lr": 0.01399, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.86875, "top5_acc": 0.98438, "loss_cls": 0.60958, "loss": 0.60958, "time": 0.2282}
+{"mode": "train", "epoch": 70, "iter": 800, "lr": 0.01398, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87312, "top5_acc": 0.9825, "loss_cls": 0.6076, "loss": 0.6076, "time": 0.2267}
+{"mode": "train", "epoch": 70, "iter": 900, "lr": 0.01397, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85438, "top5_acc": 0.98438, "loss_cls": 0.6555, "loss": 0.6555, "time": 0.22709}
+{"mode": "train", "epoch": 70, "iter": 1000, "lr": 0.01396, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86188, "top5_acc": 0.98625, "loss_cls": 0.65532, "loss": 0.65532, "time": 0.22703}
+{"mode": "train", "epoch": 70, "iter": 1100, "lr": 0.01395, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85312, "top5_acc": 0.97812, "loss_cls": 0.68499, "loss": 0.68499, "time": 0.22627}
+{"mode": "train", "epoch": 70, "iter": 1200, "lr": 0.01393, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87875, "top5_acc": 0.99, "loss_cls": 0.57481, "loss": 0.57481, "time": 0.2263}
+{"mode": "train", "epoch": 70, "iter": 1300, "lr": 0.01392, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.83875, "top5_acc": 0.97812, "loss_cls": 0.76708, "loss": 0.76708, "time": 0.22574}
+{"mode": "train", "epoch": 70, "iter": 1400, "lr": 0.01391, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.85812, "top5_acc": 0.98438, "loss_cls": 0.67037, "loss": 0.67037, "time": 0.22579}
+{"mode": "train", "epoch": 70, "iter": 1500, "lr": 0.0139, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8675, "top5_acc": 0.98688, "loss_cls": 0.62849, "loss": 0.62849, "time": 0.22516}
+{"mode": "train", "epoch": 70, "iter": 1600, "lr": 0.01389, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85875, "top5_acc": 0.98188, "loss_cls": 0.66001, "loss": 0.66001, "time": 0.22655}
+{"mode": "train", "epoch": 70, "iter": 1700, "lr": 0.01388, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85562, "top5_acc": 0.98438, "loss_cls": 0.68059, "loss": 0.68059, "time": 0.22665}
+{"mode": "train", "epoch": 70, "iter": 1800, "lr": 0.01387, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86312, "top5_acc": 0.98125, "loss_cls": 0.66007, "loss": 0.66007, "time": 0.22574}
+{"mode": "train", "epoch": 70, "iter": 1900, "lr": 0.01386, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.84625, "top5_acc": 0.97625, "loss_cls": 0.72551, "loss": 0.72551, "time": 0.22725}
+{"mode": "train", "epoch": 70, "iter": 2000, "lr": 0.01385, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.865, "top5_acc": 0.9825, "loss_cls": 0.64089, "loss": 0.64089, "time": 0.2272}
+{"mode": "train", "epoch": 70, "iter": 2100, "lr": 0.01383, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86688, "top5_acc": 0.985, "loss_cls": 0.62799, "loss": 0.62799, "time": 0.22751}
+{"mode": "train", "epoch": 70, "iter": 2200, "lr": 0.01382, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87625, "top5_acc": 0.9875, "loss_cls": 0.60536, "loss": 0.60536, "time": 0.22794}
+{"mode": "train", "epoch": 70, "iter": 2300, "lr": 0.01381, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.865, "top5_acc": 0.98688, "loss_cls": 0.6469, "loss": 0.6469, "time": 0.22625}
+{"mode": "val", "epoch": 70, "iter": 1184, "lr": 0.01381, "top1_acc": 0.84407, "top5_acc": 0.98389}
+{"mode": "train", "epoch": 71, "iter": 100, "lr": 0.0138, "memory": 6525, "data_time": 0.16968, "top1_acc": 0.87625, "top5_acc": 0.98562, "loss_cls": 0.58724, "loss": 0.58724, "time": 0.39457}
+{"mode": "train", "epoch": 71, "iter": 200, "lr": 0.01378, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87562, "top5_acc": 0.98625, "loss_cls": 0.59466, "loss": 0.59466, "time": 0.22604}
+{"mode": "train", "epoch": 71, "iter": 300, "lr": 0.01377, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.865, "top5_acc": 0.9825, "loss_cls": 0.62991, "loss": 0.62991, "time": 0.22605}
+{"mode": "train", "epoch": 71, "iter": 400, "lr": 0.01376, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86688, "top5_acc": 0.98688, "loss_cls": 0.59371, "loss": 0.59371, "time": 0.2267}
+{"mode": "train", "epoch": 71, "iter": 500, "lr": 0.01375, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8675, "top5_acc": 0.98562, "loss_cls": 0.60197, "loss": 0.60197, "time": 0.22672}
+{"mode": "train", "epoch": 71, "iter": 600, "lr": 0.01374, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87312, "top5_acc": 0.985, "loss_cls": 0.59189, "loss": 0.59189, "time": 0.22632}
+{"mode": "train", "epoch": 71, "iter": 700, "lr": 0.01373, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87312, "top5_acc": 0.98625, "loss_cls": 0.59289, "loss": 0.59289, "time": 0.22521}
+{"mode": "train", "epoch": 71, "iter": 800, "lr": 0.01372, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88812, "top5_acc": 0.98812, "loss_cls": 0.53365, "loss": 0.53365, "time": 0.22485}
+{"mode": "train", "epoch": 71, "iter": 900, "lr": 0.01371, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.865, "top5_acc": 0.98375, "loss_cls": 0.61989, "loss": 0.61989, "time": 0.22507}
+{"mode": "train", "epoch": 71, "iter": 1000, "lr": 0.0137, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85, "top5_acc": 0.9825, "loss_cls": 0.66833, "loss": 0.66833, "time": 0.22556}
+{"mode": "train", "epoch": 71, "iter": 1100, "lr": 0.01368, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.85562, "top5_acc": 0.97875, "loss_cls": 0.67905, "loss": 0.67905, "time": 0.22563}
+{"mode": "train", "epoch": 71, "iter": 1200, "lr": 0.01367, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85875, "top5_acc": 0.98438, "loss_cls": 0.65168, "loss": 0.65168, "time": 0.22504}
+{"mode": "train", "epoch": 71, "iter": 1300, "lr": 0.01366, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86188, "top5_acc": 0.98312, "loss_cls": 0.65311, "loss": 0.65311, "time": 0.22532}
+{"mode": "train", "epoch": 71, "iter": 1400, "lr": 0.01365, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.85312, "top5_acc": 0.98188, "loss_cls": 0.65586, "loss": 0.65586, "time": 0.22513}
+{"mode": "train", "epoch": 71, "iter": 1500, "lr": 0.01364, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8725, "top5_acc": 0.97938, "loss_cls": 0.61941, "loss": 0.61941, "time": 0.22511}
+{"mode": "train", "epoch": 71, "iter": 1600, "lr": 0.01363, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.865, "top5_acc": 0.98062, "loss_cls": 0.65311, "loss": 0.65311, "time": 0.22494}
+{"mode": "train", "epoch": 71, "iter": 1700, "lr": 0.01362, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87875, "top5_acc": 0.98, "loss_cls": 0.58474, "loss": 0.58474, "time": 0.22466}
+{"mode": "train", "epoch": 71, "iter": 1800, "lr": 0.01361, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85688, "top5_acc": 0.98375, "loss_cls": 0.66885, "loss": 0.66885, "time": 0.22642}
+{"mode": "train", "epoch": 71, "iter": 1900, "lr": 0.0136, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86625, "top5_acc": 0.98438, "loss_cls": 0.60704, "loss": 0.60704, "time": 0.22625}
+{"mode": "train", "epoch": 71, "iter": 2000, "lr": 0.01359, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85438, "top5_acc": 0.98062, "loss_cls": 0.66812, "loss": 0.66812, "time": 0.22544}
+{"mode": "train", "epoch": 71, "iter": 2100, "lr": 0.01357, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87812, "top5_acc": 0.98812, "loss_cls": 0.59556, "loss": 0.59556, "time": 0.22614}
+{"mode": "train", "epoch": 71, "iter": 2200, "lr": 0.01356, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87438, "top5_acc": 0.985, "loss_cls": 0.60043, "loss": 0.60043, "time": 0.22585}
+{"mode": "train", "epoch": 71, "iter": 2300, "lr": 0.01355, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86562, "top5_acc": 0.98438, "loss_cls": 0.64685, "loss": 0.64685, "time": 0.22659}
+{"mode": "val", "epoch": 71, "iter": 1184, "lr": 0.01355, "top1_acc": 0.85976, "top5_acc": 0.98822}
+{"mode": "train", "epoch": 72, "iter": 100, "lr": 0.01353, "memory": 6525, "data_time": 0.16991, "top1_acc": 0.88188, "top5_acc": 0.98812, "loss_cls": 0.56965, "loss": 0.56965, "time": 0.39483}
+{"mode": "train", "epoch": 72, "iter": 200, "lr": 0.01352, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.88438, "top5_acc": 0.98125, "loss_cls": 0.5689, "loss": 0.5689, "time": 0.22445}
+{"mode": "train", "epoch": 72, "iter": 300, "lr": 0.01351, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.88188, "top5_acc": 0.98688, "loss_cls": 0.56589, "loss": 0.56589, "time": 0.22571}
+{"mode": "train", "epoch": 72, "iter": 400, "lr": 0.0135, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87812, "top5_acc": 0.98188, "loss_cls": 0.62195, "loss": 0.62195, "time": 0.22465}
+{"mode": "train", "epoch": 72, "iter": 500, "lr": 0.01349, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87, "top5_acc": 0.9875, "loss_cls": 0.58095, "loss": 0.58095, "time": 0.22501}
+{"mode": "train", "epoch": 72, "iter": 600, "lr": 0.01348, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87812, "top5_acc": 0.9875, "loss_cls": 0.57991, "loss": 0.57991, "time": 0.22507}
+{"mode": "train", "epoch": 72, "iter": 700, "lr": 0.01347, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8475, "top5_acc": 0.98312, "loss_cls": 0.70557, "loss": 0.70557, "time": 0.22731}
+{"mode": "train", "epoch": 72, "iter": 800, "lr": 0.01346, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8625, "top5_acc": 0.98875, "loss_cls": 0.6101, "loss": 0.6101, "time": 0.22537}
+{"mode": "train", "epoch": 72, "iter": 900, "lr": 0.01345, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86312, "top5_acc": 0.98562, "loss_cls": 0.64872, "loss": 0.64872, "time": 0.22457}
+{"mode": "train", "epoch": 72, "iter": 1000, "lr": 0.01344, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8575, "top5_acc": 0.99062, "loss_cls": 0.6101, "loss": 0.6101, "time": 0.22481}
+{"mode": "train", "epoch": 72, "iter": 1100, "lr": 0.01342, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86875, "top5_acc": 0.98812, "loss_cls": 0.60428, "loss": 0.60428, "time": 0.22656}
+{"mode": "train", "epoch": 72, "iter": 1200, "lr": 0.01341, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84375, "top5_acc": 0.98312, "loss_cls": 0.67573, "loss": 0.67573, "time": 0.22549}
+{"mode": "train", "epoch": 72, "iter": 1300, "lr": 0.0134, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85375, "top5_acc": 0.98125, "loss_cls": 0.68592, "loss": 0.68592, "time": 0.22527}
+{"mode": "train", "epoch": 72, "iter": 1400, "lr": 0.01339, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8575, "top5_acc": 0.985, "loss_cls": 0.64679, "loss": 0.64679, "time": 0.22541}
+{"mode": "train", "epoch": 72, "iter": 1500, "lr": 0.01338, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88812, "top5_acc": 0.98562, "loss_cls": 0.56833, "loss": 0.56833, "time": 0.22537}
+{"mode": "train", "epoch": 72, "iter": 1600, "lr": 0.01337, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.87125, "top5_acc": 0.98688, "loss_cls": 0.60401, "loss": 0.60401, "time": 0.22517}
+{"mode": "train", "epoch": 72, "iter": 1700, "lr": 0.01336, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.87812, "top5_acc": 0.98312, "loss_cls": 0.61927, "loss": 0.61927, "time": 0.2249}
+{"mode": "train", "epoch": 72, "iter": 1800, "lr": 0.01335, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8725, "top5_acc": 0.98438, "loss_cls": 0.60671, "loss": 0.60671, "time": 0.2254}
+{"mode": "train", "epoch": 72, "iter": 1900, "lr": 0.01334, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86188, "top5_acc": 0.98188, "loss_cls": 0.64193, "loss": 0.64193, "time": 0.22538}
+{"mode": "train", "epoch": 72, "iter": 2000, "lr": 0.01332, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85812, "top5_acc": 0.97875, "loss_cls": 0.67563, "loss": 0.67563, "time": 0.22616}
+{"mode": "train", "epoch": 72, "iter": 2100, "lr": 0.01331, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87188, "top5_acc": 0.98688, "loss_cls": 0.60974, "loss": 0.60974, "time": 0.22592}
+{"mode": "train", "epoch": 72, "iter": 2200, "lr": 0.0133, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.85438, "top5_acc": 0.98062, "loss_cls": 0.65746, "loss": 0.65746, "time": 0.22516}
+{"mode": "train", "epoch": 72, "iter": 2300, "lr": 0.01329, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.85938, "top5_acc": 0.9825, "loss_cls": 0.65197, "loss": 0.65197, "time": 0.22596}
+{"mode": "val", "epoch": 72, "iter": 1184, "lr": 0.01328, "top1_acc": 0.90619, "top5_acc": 0.99081}
+{"mode": "train", "epoch": 73, "iter": 100, "lr": 0.01327, "memory": 6525, "data_time": 0.16669, "top1_acc": 0.87688, "top5_acc": 0.99125, "loss_cls": 0.5713, "loss": 0.5713, "time": 0.39164}
+{"mode": "train", "epoch": 73, "iter": 200, "lr": 0.01326, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.88688, "top5_acc": 0.99, "loss_cls": 0.56529, "loss": 0.56529, "time": 0.22433}
+{"mode": "train", "epoch": 73, "iter": 300, "lr": 0.01325, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87938, "top5_acc": 0.98562, "loss_cls": 0.60304, "loss": 0.60304, "time": 0.22443}
+{"mode": "train", "epoch": 73, "iter": 400, "lr": 0.01324, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8625, "top5_acc": 0.98438, "loss_cls": 0.63216, "loss": 0.63216, "time": 0.22483}
+{"mode": "train", "epoch": 73, "iter": 500, "lr": 0.01323, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87875, "top5_acc": 0.98375, "loss_cls": 0.58981, "loss": 0.58981, "time": 0.22416}
+{"mode": "train", "epoch": 73, "iter": 600, "lr": 0.01322, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86688, "top5_acc": 0.98438, "loss_cls": 0.6107, "loss": 0.6107, "time": 0.2239}
+{"mode": "train", "epoch": 73, "iter": 700, "lr": 0.01321, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8675, "top5_acc": 0.98688, "loss_cls": 0.62283, "loss": 0.62283, "time": 0.22431}
+{"mode": "train", "epoch": 73, "iter": 800, "lr": 0.0132, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88375, "top5_acc": 0.98688, "loss_cls": 0.54157, "loss": 0.54157, "time": 0.2266}
+{"mode": "train", "epoch": 73, "iter": 900, "lr": 0.01319, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.88875, "top5_acc": 0.98375, "loss_cls": 0.55984, "loss": 0.55984, "time": 0.22603}
+{"mode": "train", "epoch": 73, "iter": 1000, "lr": 0.01317, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86688, "top5_acc": 0.98312, "loss_cls": 0.60555, "loss": 0.60555, "time": 0.22575}
+{"mode": "train", "epoch": 73, "iter": 1100, "lr": 0.01316, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86562, "top5_acc": 0.98062, "loss_cls": 0.64398, "loss": 0.64398, "time": 0.22578}
+{"mode": "train", "epoch": 73, "iter": 1200, "lr": 0.01315, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87312, "top5_acc": 0.98375, "loss_cls": 0.59016, "loss": 0.59016, "time": 0.2249}
+{"mode": "train", "epoch": 73, "iter": 1300, "lr": 0.01314, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86375, "top5_acc": 0.97875, "loss_cls": 0.63545, "loss": 0.63545, "time": 0.22536}
+{"mode": "train", "epoch": 73, "iter": 1400, "lr": 0.01313, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.87188, "top5_acc": 0.98875, "loss_cls": 0.59502, "loss": 0.59502, "time": 0.22759}
+{"mode": "train", "epoch": 73, "iter": 1500, "lr": 0.01312, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87875, "top5_acc": 0.98562, "loss_cls": 0.56877, "loss": 0.56877, "time": 0.22712}
+{"mode": "train", "epoch": 73, "iter": 1600, "lr": 0.01311, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.88062, "top5_acc": 0.98812, "loss_cls": 0.55301, "loss": 0.55301, "time": 0.22709}
+{"mode": "train", "epoch": 73, "iter": 1700, "lr": 0.0131, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87375, "top5_acc": 0.98188, "loss_cls": 0.63252, "loss": 0.63252, "time": 0.22632}
+{"mode": "train", "epoch": 73, "iter": 1800, "lr": 0.01309, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87875, "top5_acc": 0.98, "loss_cls": 0.58722, "loss": 0.58722, "time": 0.22552}
+{"mode": "train", "epoch": 73, "iter": 1900, "lr": 0.01307, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86688, "top5_acc": 0.98312, "loss_cls": 0.62166, "loss": 0.62166, "time": 0.22481}
+{"mode": "train", "epoch": 73, "iter": 2000, "lr": 0.01306, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86875, "top5_acc": 0.9825, "loss_cls": 0.64196, "loss": 0.64196, "time": 0.22489}
+{"mode": "train", "epoch": 73, "iter": 2100, "lr": 0.01305, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85312, "top5_acc": 0.98062, "loss_cls": 0.69562, "loss": 0.69562, "time": 0.22497}
+{"mode": "train", "epoch": 73, "iter": 2200, "lr": 0.01304, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86312, "top5_acc": 0.985, "loss_cls": 0.62462, "loss": 0.62462, "time": 0.22468}
+{"mode": "train", "epoch": 73, "iter": 2300, "lr": 0.01303, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87688, "top5_acc": 0.98188, "loss_cls": 0.62847, "loss": 0.62847, "time": 0.22595}
+{"mode": "val", "epoch": 73, "iter": 1184, "lr": 0.01302, "top1_acc": 0.88269, "top5_acc": 0.98801}
+{"mode": "train", "epoch": 74, "iter": 100, "lr": 0.01301, "memory": 6525, "data_time": 0.17038, "top1_acc": 0.885, "top5_acc": 0.98875, "loss_cls": 0.54382, "loss": 0.54382, "time": 0.53537}
+{"mode": "train", "epoch": 74, "iter": 200, "lr": 0.013, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.88125, "top5_acc": 0.9875, "loss_cls": 0.57011, "loss": 0.57011, "time": 0.36403}
+{"mode": "train", "epoch": 74, "iter": 300, "lr": 0.01299, "memory": 6525, "data_time": 0.00029, "top1_acc": 0.88188, "top5_acc": 0.98938, "loss_cls": 0.55473, "loss": 0.55473, "time": 0.36504}
+{"mode": "train", "epoch": 74, "iter": 400, "lr": 0.01298, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.89938, "top5_acc": 0.98938, "loss_cls": 0.53247, "loss": 0.53247, "time": 0.36562}
+{"mode": "train", "epoch": 74, "iter": 500, "lr": 0.01297, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87312, "top5_acc": 0.98875, "loss_cls": 0.5859, "loss": 0.5859, "time": 0.3649}
+{"mode": "train", "epoch": 74, "iter": 600, "lr": 0.01296, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86125, "top5_acc": 0.98562, "loss_cls": 0.61247, "loss": 0.61247, "time": 0.36355}
+{"mode": "train", "epoch": 74, "iter": 700, "lr": 0.01295, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8875, "top5_acc": 0.98625, "loss_cls": 0.53363, "loss": 0.53363, "time": 0.36319}
+{"mode": "train", "epoch": 74, "iter": 800, "lr": 0.01293, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.86125, "top5_acc": 0.9825, "loss_cls": 0.63682, "loss": 0.63682, "time": 0.36307}
+{"mode": "train", "epoch": 74, "iter": 900, "lr": 0.01292, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86625, "top5_acc": 0.98375, "loss_cls": 0.66293, "loss": 0.66293, "time": 0.36345}
+{"mode": "train", "epoch": 74, "iter": 1000, "lr": 0.01291, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8525, "top5_acc": 0.9825, "loss_cls": 0.66328, "loss": 0.66328, "time": 0.36369}
+{"mode": "train", "epoch": 74, "iter": 1100, "lr": 0.0129, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86625, "top5_acc": 0.99, "loss_cls": 0.60265, "loss": 0.60265, "time": 0.36384}
+{"mode": "train", "epoch": 74, "iter": 1200, "lr": 0.01289, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87, "top5_acc": 0.98438, "loss_cls": 0.6152, "loss": 0.6152, "time": 0.36419}
+{"mode": "train", "epoch": 74, "iter": 1300, "lr": 0.01288, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.88125, "top5_acc": 0.98688, "loss_cls": 0.58718, "loss": 0.58718, "time": 0.36422}
+{"mode": "train", "epoch": 74, "iter": 1400, "lr": 0.01287, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86812, "top5_acc": 0.98375, "loss_cls": 0.62112, "loss": 0.62112, "time": 0.36372}
+{"mode": "train", "epoch": 74, "iter": 1500, "lr": 0.01286, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87125, "top5_acc": 0.98688, "loss_cls": 0.60674, "loss": 0.60674, "time": 0.36329}
+{"mode": "train", "epoch": 74, "iter": 1600, "lr": 0.01285, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85125, "top5_acc": 0.98312, "loss_cls": 0.63964, "loss": 0.63964, "time": 0.36323}
+{"mode": "train", "epoch": 74, "iter": 1700, "lr": 0.01283, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87562, "top5_acc": 0.98688, "loss_cls": 0.5422, "loss": 0.5422, "time": 0.36341}
+{"mode": "train", "epoch": 74, "iter": 1800, "lr": 0.01282, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86, "top5_acc": 0.98688, "loss_cls": 0.61459, "loss": 0.61459, "time": 0.36328}
+{"mode": "train", "epoch": 74, "iter": 1900, "lr": 0.01281, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86625, "top5_acc": 0.98188, "loss_cls": 0.65325, "loss": 0.65325, "time": 0.36323}
+{"mode": "train", "epoch": 74, "iter": 2000, "lr": 0.0128, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86938, "top5_acc": 0.98625, "loss_cls": 0.6227, "loss": 0.6227, "time": 0.36337}
+{"mode": "train", "epoch": 74, "iter": 2100, "lr": 0.01279, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.84625, "top5_acc": 0.98062, "loss_cls": 0.68303, "loss": 0.68303, "time": 0.3642}
+{"mode": "train", "epoch": 74, "iter": 2200, "lr": 0.01278, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85875, "top5_acc": 0.98125, "loss_cls": 0.64401, "loss": 0.64401, "time": 0.36371}
+{"mode": "train", "epoch": 74, "iter": 2300, "lr": 0.01277, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8725, "top5_acc": 0.98938, "loss_cls": 0.59517, "loss": 0.59517, "time": 0.36414}
+{"mode": "val", "epoch": 74, "iter": 1184, "lr": 0.01276, "top1_acc": 0.87328, "top5_acc": 0.98769}
+{"mode": "train", "epoch": 75, "iter": 100, "lr": 0.01275, "memory": 6525, "data_time": 0.17335, "top1_acc": 0.89938, "top5_acc": 0.99125, "loss_cls": 0.494, "loss": 0.494, "time": 0.3989}
+{"mode": "train", "epoch": 75, "iter": 200, "lr": 0.01274, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8825, "top5_acc": 0.98875, "loss_cls": 0.56881, "loss": 0.56881, "time": 0.22425}
+{"mode": "train", "epoch": 75, "iter": 300, "lr": 0.01273, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87938, "top5_acc": 0.98312, "loss_cls": 0.55321, "loss": 0.55321, "time": 0.22485}
+{"mode": "train", "epoch": 75, "iter": 400, "lr": 0.01272, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.88, "top5_acc": 0.98438, "loss_cls": 0.57135, "loss": 0.57135, "time": 0.22526}
+{"mode": "train", "epoch": 75, "iter": 500, "lr": 0.01271, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.87, "top5_acc": 0.98312, "loss_cls": 0.62368, "loss": 0.62368, "time": 0.22573}
+{"mode": "train", "epoch": 75, "iter": 600, "lr": 0.0127, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86375, "top5_acc": 0.98125, "loss_cls": 0.63347, "loss": 0.63347, "time": 0.22605}
+{"mode": "train", "epoch": 75, "iter": 700, "lr": 0.01268, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86875, "top5_acc": 0.98562, "loss_cls": 0.59699, "loss": 0.59699, "time": 0.22558}
+{"mode": "train", "epoch": 75, "iter": 800, "lr": 0.01267, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88125, "top5_acc": 0.98688, "loss_cls": 0.56193, "loss": 0.56193, "time": 0.22438}
+{"mode": "train", "epoch": 75, "iter": 900, "lr": 0.01266, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86312, "top5_acc": 0.9825, "loss_cls": 0.59881, "loss": 0.59881, "time": 0.22478}
+{"mode": "train", "epoch": 75, "iter": 1000, "lr": 0.01265, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87188, "top5_acc": 0.98688, "loss_cls": 0.57585, "loss": 0.57585, "time": 0.22578}
+{"mode": "train", "epoch": 75, "iter": 1100, "lr": 0.01264, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8675, "top5_acc": 0.98938, "loss_cls": 0.6287, "loss": 0.6287, "time": 0.22628}
+{"mode": "train", "epoch": 75, "iter": 1200, "lr": 0.01263, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85438, "top5_acc": 0.98312, "loss_cls": 0.64631, "loss": 0.64631, "time": 0.22604}
+{"mode": "train", "epoch": 75, "iter": 1300, "lr": 0.01262, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87188, "top5_acc": 0.98938, "loss_cls": 0.59737, "loss": 0.59737, "time": 0.22616}
+{"mode": "train", "epoch": 75, "iter": 1400, "lr": 0.01261, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86188, "top5_acc": 0.9825, "loss_cls": 0.67164, "loss": 0.67164, "time": 0.22581}
+{"mode": "train", "epoch": 75, "iter": 1500, "lr": 0.0126, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.85375, "top5_acc": 0.98375, "loss_cls": 0.65004, "loss": 0.65004, "time": 0.2255}
+{"mode": "train", "epoch": 75, "iter": 1600, "lr": 0.01258, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88062, "top5_acc": 0.98812, "loss_cls": 0.57036, "loss": 0.57036, "time": 0.22561}
+{"mode": "train", "epoch": 75, "iter": 1700, "lr": 0.01257, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87188, "top5_acc": 0.97938, "loss_cls": 0.60646, "loss": 0.60646, "time": 0.22666}
+{"mode": "train", "epoch": 75, "iter": 1800, "lr": 0.01256, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.865, "top5_acc": 0.98875, "loss_cls": 0.61548, "loss": 0.61548, "time": 0.22615}
+{"mode": "train", "epoch": 75, "iter": 1900, "lr": 0.01255, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89438, "top5_acc": 0.99, "loss_cls": 0.51776, "loss": 0.51776, "time": 0.22556}
+{"mode": "train", "epoch": 75, "iter": 2000, "lr": 0.01254, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8675, "top5_acc": 0.99188, "loss_cls": 0.58386, "loss": 0.58386, "time": 0.22686}
+{"mode": "train", "epoch": 75, "iter": 2100, "lr": 0.01253, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.855, "top5_acc": 0.9825, "loss_cls": 0.65912, "loss": 0.65912, "time": 0.22739}
+{"mode": "train", "epoch": 75, "iter": 2200, "lr": 0.01252, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.875, "top5_acc": 0.9825, "loss_cls": 0.5724, "loss": 0.5724, "time": 0.22719}
+{"mode": "train", "epoch": 75, "iter": 2300, "lr": 0.01251, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88812, "top5_acc": 0.98875, "loss_cls": 0.54546, "loss": 0.54546, "time": 0.22602}
+{"mode": "val", "epoch": 75, "iter": 1184, "lr": 0.0125, "top1_acc": 0.85939, "top5_acc": 0.98526}
+{"mode": "train", "epoch": 76, "iter": 100, "lr": 0.01249, "memory": 6525, "data_time": 0.17041, "top1_acc": 0.88688, "top5_acc": 0.98875, "loss_cls": 0.52909, "loss": 0.52909, "time": 0.39466}
+{"mode": "train", "epoch": 76, "iter": 200, "lr": 0.01248, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88625, "top5_acc": 0.99188, "loss_cls": 0.4853, "loss": 0.4853, "time": 0.22374}
+{"mode": "train", "epoch": 76, "iter": 300, "lr": 0.01247, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.88062, "top5_acc": 0.99, "loss_cls": 0.56393, "loss": 0.56393, "time": 0.2244}
+{"mode": "train", "epoch": 76, "iter": 400, "lr": 0.01246, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88125, "top5_acc": 0.99062, "loss_cls": 0.57371, "loss": 0.57371, "time": 0.22529}
+{"mode": "train", "epoch": 76, "iter": 500, "lr": 0.01244, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.89438, "top5_acc": 0.99062, "loss_cls": 0.50604, "loss": 0.50604, "time": 0.22531}
+{"mode": "train", "epoch": 76, "iter": 600, "lr": 0.01243, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.88688, "top5_acc": 0.98938, "loss_cls": 0.5346, "loss": 0.5346, "time": 0.22465}
+{"mode": "train", "epoch": 76, "iter": 700, "lr": 0.01242, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.865, "top5_acc": 0.98688, "loss_cls": 0.59826, "loss": 0.59826, "time": 0.22588}
+{"mode": "train", "epoch": 76, "iter": 800, "lr": 0.01241, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86938, "top5_acc": 0.985, "loss_cls": 0.58422, "loss": 0.58422, "time": 0.22518}
+{"mode": "train", "epoch": 76, "iter": 900, "lr": 0.0124, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.86625, "top5_acc": 0.98188, "loss_cls": 0.63094, "loss": 0.63094, "time": 0.22616}
+{"mode": "train", "epoch": 76, "iter": 1000, "lr": 0.01239, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85812, "top5_acc": 0.99, "loss_cls": 0.618, "loss": 0.618, "time": 0.22586}
+{"mode": "train", "epoch": 76, "iter": 1100, "lr": 0.01238, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.85938, "top5_acc": 0.98, "loss_cls": 0.66194, "loss": 0.66194, "time": 0.22637}
+{"mode": "train", "epoch": 76, "iter": 1200, "lr": 0.01237, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87, "top5_acc": 0.98438, "loss_cls": 0.59404, "loss": 0.59404, "time": 0.22598}
+{"mode": "train", "epoch": 76, "iter": 1300, "lr": 0.01236, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.865, "top5_acc": 0.985, "loss_cls": 0.64799, "loss": 0.64799, "time": 0.22515}
+{"mode": "train", "epoch": 76, "iter": 1400, "lr": 0.01234, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.865, "top5_acc": 0.9875, "loss_cls": 0.58664, "loss": 0.58664, "time": 0.22627}
+{"mode": "train", "epoch": 76, "iter": 1500, "lr": 0.01233, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8575, "top5_acc": 0.985, "loss_cls": 0.62863, "loss": 0.62863, "time": 0.22556}
+{"mode": "train", "epoch": 76, "iter": 1600, "lr": 0.01232, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87438, "top5_acc": 0.98, "loss_cls": 0.60626, "loss": 0.60626, "time": 0.22654}
+{"mode": "train", "epoch": 76, "iter": 1700, "lr": 0.01231, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87562, "top5_acc": 0.98375, "loss_cls": 0.60286, "loss": 0.60286, "time": 0.22689}
+{"mode": "train", "epoch": 76, "iter": 1800, "lr": 0.0123, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.85062, "top5_acc": 0.98062, "loss_cls": 0.67748, "loss": 0.67748, "time": 0.22604}
+{"mode": "train", "epoch": 76, "iter": 1900, "lr": 0.01229, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86625, "top5_acc": 0.98625, "loss_cls": 0.61417, "loss": 0.61417, "time": 0.22528}
+{"mode": "train", "epoch": 76, "iter": 2000, "lr": 0.01228, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8675, "top5_acc": 0.98188, "loss_cls": 0.62636, "loss": 0.62636, "time": 0.2254}
+{"mode": "train", "epoch": 76, "iter": 2100, "lr": 0.01227, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86938, "top5_acc": 0.98062, "loss_cls": 0.61036, "loss": 0.61036, "time": 0.22534}
+{"mode": "train", "epoch": 76, "iter": 2200, "lr": 0.01226, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87, "top5_acc": 0.98688, "loss_cls": 0.61126, "loss": 0.61126, "time": 0.22601}
+{"mode": "train", "epoch": 76, "iter": 2300, "lr": 0.01224, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8775, "top5_acc": 0.98688, "loss_cls": 0.60845, "loss": 0.60845, "time": 0.22543}
+{"mode": "val", "epoch": 76, "iter": 1184, "lr": 0.01224, "top1_acc": 0.89367, "top5_acc": 0.99076}
+{"mode": "train", "epoch": 77, "iter": 100, "lr": 0.01223, "memory": 6525, "data_time": 0.16816, "top1_acc": 0.87875, "top5_acc": 0.98812, "loss_cls": 0.54891, "loss": 0.54891, "time": 0.39256}
+{"mode": "train", "epoch": 77, "iter": 200, "lr": 0.01222, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.885, "top5_acc": 0.99125, "loss_cls": 0.53356, "loss": 0.53356, "time": 0.22453}
+{"mode": "train", "epoch": 77, "iter": 300, "lr": 0.0122, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88188, "top5_acc": 0.98688, "loss_cls": 0.54803, "loss": 0.54803, "time": 0.22604}
+{"mode": "train", "epoch": 77, "iter": 400, "lr": 0.01219, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.89562, "top5_acc": 0.9875, "loss_cls": 0.53716, "loss": 0.53716, "time": 0.22647}
+{"mode": "train", "epoch": 77, "iter": 500, "lr": 0.01218, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.87375, "top5_acc": 0.98688, "loss_cls": 0.58731, "loss": 0.58731, "time": 0.22475}
+{"mode": "train", "epoch": 77, "iter": 600, "lr": 0.01217, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87188, "top5_acc": 0.98625, "loss_cls": 0.57487, "loss": 0.57487, "time": 0.22629}
+{"mode": "train", "epoch": 77, "iter": 700, "lr": 0.01216, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.88312, "top5_acc": 0.98688, "loss_cls": 0.53993, "loss": 0.53993, "time": 0.22542}
+{"mode": "train", "epoch": 77, "iter": 800, "lr": 0.01215, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.85625, "top5_acc": 0.98, "loss_cls": 0.6483, "loss": 0.6483, "time": 0.22631}
+{"mode": "train", "epoch": 77, "iter": 900, "lr": 0.01214, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.88812, "top5_acc": 0.98875, "loss_cls": 0.54146, "loss": 0.54146, "time": 0.22569}
+{"mode": "train", "epoch": 77, "iter": 1000, "lr": 0.01213, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8925, "top5_acc": 0.99062, "loss_cls": 0.53365, "loss": 0.53365, "time": 0.2259}
+{"mode": "train", "epoch": 77, "iter": 1100, "lr": 0.01212, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87, "top5_acc": 0.98875, "loss_cls": 0.59648, "loss": 0.59648, "time": 0.22451}
+{"mode": "train", "epoch": 77, "iter": 1200, "lr": 0.0121, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.885, "top5_acc": 0.985, "loss_cls": 0.55493, "loss": 0.55493, "time": 0.22457}
+{"mode": "train", "epoch": 77, "iter": 1300, "lr": 0.01209, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8825, "top5_acc": 0.98375, "loss_cls": 0.56952, "loss": 0.56952, "time": 0.2249}
+{"mode": "train", "epoch": 77, "iter": 1400, "lr": 0.01208, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87188, "top5_acc": 0.98625, "loss_cls": 0.56273, "loss": 0.56273, "time": 0.22554}
+{"mode": "train", "epoch": 77, "iter": 1500, "lr": 0.01207, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86938, "top5_acc": 0.98438, "loss_cls": 0.60735, "loss": 0.60735, "time": 0.22491}
+{"mode": "train", "epoch": 77, "iter": 1600, "lr": 0.01206, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87188, "top5_acc": 0.98438, "loss_cls": 0.62623, "loss": 0.62623, "time": 0.22479}
+{"mode": "train", "epoch": 77, "iter": 1700, "lr": 0.01205, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.89938, "top5_acc": 0.99125, "loss_cls": 0.50957, "loss": 0.50957, "time": 0.22487}
+{"mode": "train", "epoch": 77, "iter": 1800, "lr": 0.01204, "memory": 6525, "data_time": 0.00027, "top1_acc": 0.87, "top5_acc": 0.98562, "loss_cls": 0.61247, "loss": 0.61247, "time": 0.22655}
+{"mode": "train", "epoch": 77, "iter": 1900, "lr": 0.01203, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.875, "top5_acc": 0.98875, "loss_cls": 0.53426, "loss": 0.53426, "time": 0.22706}
+{"mode": "train", "epoch": 77, "iter": 2000, "lr": 0.01202, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87312, "top5_acc": 0.98562, "loss_cls": 0.58541, "loss": 0.58541, "time": 0.22592}
+{"mode": "train", "epoch": 77, "iter": 2100, "lr": 0.012, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.88438, "top5_acc": 0.9825, "loss_cls": 0.57892, "loss": 0.57892, "time": 0.22513}
+{"mode": "train", "epoch": 77, "iter": 2200, "lr": 0.01199, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86188, "top5_acc": 0.98312, "loss_cls": 0.64333, "loss": 0.64333, "time": 0.22527}
+{"mode": "train", "epoch": 77, "iter": 2300, "lr": 0.01198, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86875, "top5_acc": 0.98625, "loss_cls": 0.62668, "loss": 0.62668, "time": 0.22477}
+{"mode": "val", "epoch": 77, "iter": 1184, "lr": 0.01198, "top1_acc": 0.88226, "top5_acc": 0.98806}
+{"mode": "train", "epoch": 78, "iter": 100, "lr": 0.01197, "memory": 6525, "data_time": 0.17124, "top1_acc": 0.89688, "top5_acc": 0.99062, "loss_cls": 0.47605, "loss": 0.47605, "time": 0.3957}
+{"mode": "train", "epoch": 78, "iter": 200, "lr": 0.01195, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87875, "top5_acc": 0.98375, "loss_cls": 0.57215, "loss": 0.57215, "time": 0.22418}
+{"mode": "train", "epoch": 78, "iter": 300, "lr": 0.01194, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8725, "top5_acc": 0.98688, "loss_cls": 0.59176, "loss": 0.59176, "time": 0.22494}
+{"mode": "train", "epoch": 78, "iter": 400, "lr": 0.01193, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8625, "top5_acc": 0.98812, "loss_cls": 0.6149, "loss": 0.6149, "time": 0.22675}
+{"mode": "train", "epoch": 78, "iter": 500, "lr": 0.01192, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87938, "top5_acc": 0.98438, "loss_cls": 0.55841, "loss": 0.55841, "time": 0.22556}
+{"mode": "train", "epoch": 78, "iter": 600, "lr": 0.01191, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.88562, "top5_acc": 0.98875, "loss_cls": 0.52842, "loss": 0.52842, "time": 0.22628}
+{"mode": "train", "epoch": 78, "iter": 700, "lr": 0.0119, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87688, "top5_acc": 0.98312, "loss_cls": 0.57219, "loss": 0.57219, "time": 0.22588}
+{"mode": "train", "epoch": 78, "iter": 800, "lr": 0.01189, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87062, "top5_acc": 0.98625, "loss_cls": 0.59585, "loss": 0.59585, "time": 0.22563}
+{"mode": "train", "epoch": 78, "iter": 900, "lr": 0.01188, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8875, "top5_acc": 0.98812, "loss_cls": 0.54835, "loss": 0.54835, "time": 0.22677}
+{"mode": "train", "epoch": 78, "iter": 1000, "lr": 0.01187, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.88625, "top5_acc": 0.98812, "loss_cls": 0.57198, "loss": 0.57198, "time": 0.22634}
+{"mode": "train", "epoch": 78, "iter": 1100, "lr": 0.01185, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89125, "top5_acc": 0.98438, "loss_cls": 0.51607, "loss": 0.51607, "time": 0.22667}
+{"mode": "train", "epoch": 78, "iter": 1200, "lr": 0.01184, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86312, "top5_acc": 0.98062, "loss_cls": 0.64494, "loss": 0.64494, "time": 0.22702}
+{"mode": "train", "epoch": 78, "iter": 1300, "lr": 0.01183, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.88062, "top5_acc": 0.98562, "loss_cls": 0.58102, "loss": 0.58102, "time": 0.22687}
+{"mode": "train", "epoch": 78, "iter": 1400, "lr": 0.01182, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.89375, "top5_acc": 0.98938, "loss_cls": 0.52265, "loss": 0.52265, "time": 0.22864}
+{"mode": "train", "epoch": 78, "iter": 1500, "lr": 0.01181, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8675, "top5_acc": 0.98188, "loss_cls": 0.63234, "loss": 0.63234, "time": 0.22737}
+{"mode": "train", "epoch": 78, "iter": 1600, "lr": 0.0118, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86812, "top5_acc": 0.98438, "loss_cls": 0.60728, "loss": 0.60728, "time": 0.22681}
+{"mode": "train", "epoch": 78, "iter": 1700, "lr": 0.01179, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87312, "top5_acc": 0.985, "loss_cls": 0.55466, "loss": 0.55466, "time": 0.22593}
+{"mode": "train", "epoch": 78, "iter": 1800, "lr": 0.01178, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88438, "top5_acc": 0.98938, "loss_cls": 0.54282, "loss": 0.54282, "time": 0.22572}
+{"mode": "train", "epoch": 78, "iter": 1900, "lr": 0.01177, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88, "top5_acc": 0.98375, "loss_cls": 0.59625, "loss": 0.59625, "time": 0.22597}
+{"mode": "train", "epoch": 78, "iter": 2000, "lr": 0.01175, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.86312, "top5_acc": 0.985, "loss_cls": 0.60953, "loss": 0.60953, "time": 0.22566}
+{"mode": "train", "epoch": 78, "iter": 2100, "lr": 0.01174, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87, "top5_acc": 0.9825, "loss_cls": 0.61312, "loss": 0.61312, "time": 0.22587}
+{"mode": "train", "epoch": 78, "iter": 2200, "lr": 0.01173, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87875, "top5_acc": 0.98688, "loss_cls": 0.56284, "loss": 0.56284, "time": 0.22685}
+{"mode": "train", "epoch": 78, "iter": 2300, "lr": 0.01172, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87375, "top5_acc": 0.9875, "loss_cls": 0.56901, "loss": 0.56901, "time": 0.22644}
+{"mode": "val", "epoch": 78, "iter": 1184, "lr": 0.01172, "top1_acc": 0.88665, "top5_acc": 0.98975}
+{"mode": "train", "epoch": 79, "iter": 100, "lr": 0.0117, "memory": 6525, "data_time": 0.17219, "top1_acc": 0.90188, "top5_acc": 0.99, "loss_cls": 0.47765, "loss": 0.47765, "time": 0.39696}
+{"mode": "train", "epoch": 79, "iter": 200, "lr": 0.01169, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.89, "top5_acc": 0.98938, "loss_cls": 0.51117, "loss": 0.51117, "time": 0.22458}
+{"mode": "train", "epoch": 79, "iter": 300, "lr": 0.01168, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.88875, "top5_acc": 0.98875, "loss_cls": 0.52784, "loss": 0.52784, "time": 0.22469}
+{"mode": "train", "epoch": 79, "iter": 400, "lr": 0.01167, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.875, "top5_acc": 0.98125, "loss_cls": 0.59853, "loss": 0.59853, "time": 0.22544}
+{"mode": "train", "epoch": 79, "iter": 500, "lr": 0.01166, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88312, "top5_acc": 0.98938, "loss_cls": 0.54628, "loss": 0.54628, "time": 0.22539}
+{"mode": "train", "epoch": 79, "iter": 600, "lr": 0.01165, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87188, "top5_acc": 0.99, "loss_cls": 0.5717, "loss": 0.5717, "time": 0.22534}
+{"mode": "train", "epoch": 79, "iter": 700, "lr": 0.01164, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8725, "top5_acc": 0.97812, "loss_cls": 0.59918, "loss": 0.59918, "time": 0.22585}
+{"mode": "train", "epoch": 79, "iter": 800, "lr": 0.01163, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8825, "top5_acc": 0.99188, "loss_cls": 0.57117, "loss": 0.57117, "time": 0.22514}
+{"mode": "train", "epoch": 79, "iter": 900, "lr": 0.01162, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.88375, "top5_acc": 0.98438, "loss_cls": 0.54141, "loss": 0.54141, "time": 0.22576}
+{"mode": "train", "epoch": 79, "iter": 1000, "lr": 0.0116, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.87562, "top5_acc": 0.98812, "loss_cls": 0.55781, "loss": 0.55781, "time": 0.2252}
+{"mode": "train", "epoch": 79, "iter": 1100, "lr": 0.01159, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87688, "top5_acc": 0.98875, "loss_cls": 0.58401, "loss": 0.58401, "time": 0.22572}
+{"mode": "train", "epoch": 79, "iter": 1200, "lr": 0.01158, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87125, "top5_acc": 0.98688, "loss_cls": 0.58602, "loss": 0.58602, "time": 0.2258}
+{"mode": "train", "epoch": 79, "iter": 1300, "lr": 0.01157, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.88062, "top5_acc": 0.985, "loss_cls": 0.5567, "loss": 0.5567, "time": 0.22554}
+{"mode": "train", "epoch": 79, "iter": 1400, "lr": 0.01156, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.88, "top5_acc": 0.98562, "loss_cls": 0.55539, "loss": 0.55539, "time": 0.2253}
+{"mode": "train", "epoch": 79, "iter": 1500, "lr": 0.01155, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.875, "top5_acc": 0.98938, "loss_cls": 0.58227, "loss": 0.58227, "time": 0.22484}
+{"mode": "train", "epoch": 79, "iter": 1600, "lr": 0.01154, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8775, "top5_acc": 0.99, "loss_cls": 0.57076, "loss": 0.57076, "time": 0.22543}
+{"mode": "train", "epoch": 79, "iter": 1700, "lr": 0.01153, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.86625, "top5_acc": 0.97938, "loss_cls": 0.63492, "loss": 0.63492, "time": 0.22538}
+{"mode": "train", "epoch": 79, "iter": 1800, "lr": 0.01152, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87875, "top5_acc": 0.98375, "loss_cls": 0.5567, "loss": 0.5567, "time": 0.22508}
+{"mode": "train", "epoch": 79, "iter": 1900, "lr": 0.0115, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.89562, "top5_acc": 0.99, "loss_cls": 0.50495, "loss": 0.50495, "time": 0.22555}
+{"mode": "train", "epoch": 79, "iter": 2000, "lr": 0.01149, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.88875, "top5_acc": 0.98312, "loss_cls": 0.54124, "loss": 0.54124, "time": 0.22655}
+{"mode": "train", "epoch": 79, "iter": 2100, "lr": 0.01148, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.85875, "top5_acc": 0.985, "loss_cls": 0.6241, "loss": 0.6241, "time": 0.22695}
+{"mode": "train", "epoch": 79, "iter": 2200, "lr": 0.01147, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87375, "top5_acc": 0.98688, "loss_cls": 0.59272, "loss": 0.59272, "time": 0.22513}
+{"mode": "train", "epoch": 79, "iter": 2300, "lr": 0.01146, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8725, "top5_acc": 0.98438, "loss_cls": 0.58119, "loss": 0.58119, "time": 0.22498}
+{"mode": "val", "epoch": 79, "iter": 1184, "lr": 0.01145, "top1_acc": 0.88887, "top5_acc": 0.99076}
+{"mode": "train", "epoch": 80, "iter": 100, "lr": 0.01144, "memory": 6525, "data_time": 0.17185, "top1_acc": 0.89562, "top5_acc": 0.98875, "loss_cls": 0.49984, "loss": 0.49984, "time": 0.39633}
+{"mode": "train", "epoch": 80, "iter": 200, "lr": 0.01143, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8975, "top5_acc": 0.9875, "loss_cls": 0.51154, "loss": 0.51154, "time": 0.22568}
+{"mode": "train", "epoch": 80, "iter": 300, "lr": 0.01142, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.88438, "top5_acc": 0.98375, "loss_cls": 0.54369, "loss": 0.54369, "time": 0.22624}
+{"mode": "train", "epoch": 80, "iter": 400, "lr": 0.01141, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.88375, "top5_acc": 0.98812, "loss_cls": 0.52965, "loss": 0.52965, "time": 0.22468}
+{"mode": "train", "epoch": 80, "iter": 500, "lr": 0.0114, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.88438, "top5_acc": 0.99, "loss_cls": 0.53667, "loss": 0.53667, "time": 0.22473}
+{"mode": "train", "epoch": 80, "iter": 600, "lr": 0.01139, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9, "top5_acc": 0.98875, "loss_cls": 0.48549, "loss": 0.48549, "time": 0.22458}
+{"mode": "train", "epoch": 80, "iter": 700, "lr": 0.01138, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8825, "top5_acc": 0.98562, "loss_cls": 0.58811, "loss": 0.58811, "time": 0.22402}
+{"mode": "train", "epoch": 80, "iter": 800, "lr": 0.01137, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88875, "top5_acc": 0.98625, "loss_cls": 0.54975, "loss": 0.54975, "time": 0.22446}
+{"mode": "train", "epoch": 80, "iter": 900, "lr": 0.01135, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.895, "top5_acc": 0.98938, "loss_cls": 0.5007, "loss": 0.5007, "time": 0.22499}
+{"mode": "train", "epoch": 80, "iter": 1000, "lr": 0.01134, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8725, "top5_acc": 0.985, "loss_cls": 0.58043, "loss": 0.58043, "time": 0.22501}
+{"mode": "train", "epoch": 80, "iter": 1100, "lr": 0.01133, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.88, "top5_acc": 0.98562, "loss_cls": 0.57846, "loss": 0.57846, "time": 0.22493}
+{"mode": "train", "epoch": 80, "iter": 1200, "lr": 0.01132, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.88, "top5_acc": 0.98, "loss_cls": 0.59377, "loss": 0.59377, "time": 0.2251}
+{"mode": "train", "epoch": 80, "iter": 1300, "lr": 0.01131, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8775, "top5_acc": 0.98688, "loss_cls": 0.5778, "loss": 0.5778, "time": 0.22548}
+{"mode": "train", "epoch": 80, "iter": 1400, "lr": 0.0113, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88812, "top5_acc": 0.98938, "loss_cls": 0.55333, "loss": 0.55333, "time": 0.22553}
+{"mode": "train", "epoch": 80, "iter": 1500, "lr": 0.01129, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.88188, "top5_acc": 0.98562, "loss_cls": 0.57882, "loss": 0.57882, "time": 0.22454}
+{"mode": "train", "epoch": 80, "iter": 1600, "lr": 0.01128, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87875, "top5_acc": 0.98625, "loss_cls": 0.55941, "loss": 0.55941, "time": 0.2248}
+{"mode": "train", "epoch": 80, "iter": 1700, "lr": 0.01127, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8925, "top5_acc": 0.99312, "loss_cls": 0.50204, "loss": 0.50204, "time": 0.22507}
+{"mode": "train", "epoch": 80, "iter": 1800, "lr": 0.01125, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87562, "top5_acc": 0.98312, "loss_cls": 0.58011, "loss": 0.58011, "time": 0.22659}
+{"mode": "train", "epoch": 80, "iter": 1900, "lr": 0.01124, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.87562, "top5_acc": 0.98438, "loss_cls": 0.58422, "loss": 0.58422, "time": 0.22599}
+{"mode": "train", "epoch": 80, "iter": 2000, "lr": 0.01123, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.86562, "top5_acc": 0.98562, "loss_cls": 0.60571, "loss": 0.60571, "time": 0.22721}
+{"mode": "train", "epoch": 80, "iter": 2100, "lr": 0.01122, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88375, "top5_acc": 0.9825, "loss_cls": 0.55749, "loss": 0.55749, "time": 0.22757}
+{"mode": "train", "epoch": 80, "iter": 2200, "lr": 0.01121, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87375, "top5_acc": 0.98875, "loss_cls": 0.57659, "loss": 0.57659, "time": 0.226}
+{"mode": "train", "epoch": 80, "iter": 2300, "lr": 0.0112, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88438, "top5_acc": 0.99062, "loss_cls": 0.50579, "loss": 0.50579, "time": 0.22553}
+{"mode": "val", "epoch": 80, "iter": 1184, "lr": 0.01119, "top1_acc": 0.89594, "top5_acc": 0.98938}
+{"mode": "train", "epoch": 81, "iter": 100, "lr": 0.01118, "memory": 6525, "data_time": 0.17301, "top1_acc": 0.885, "top5_acc": 0.98938, "loss_cls": 0.53768, "loss": 0.53768, "time": 0.39775}
+{"mode": "train", "epoch": 81, "iter": 200, "lr": 0.01117, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.88938, "top5_acc": 0.98188, "loss_cls": 0.55066, "loss": 0.55066, "time": 0.22443}
+{"mode": "train", "epoch": 81, "iter": 300, "lr": 0.01116, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90312, "top5_acc": 0.98938, "loss_cls": 0.50702, "loss": 0.50702, "time": 0.22543}
+{"mode": "train", "epoch": 81, "iter": 400, "lr": 0.01115, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.89375, "top5_acc": 0.98875, "loss_cls": 0.50465, "loss": 0.50465, "time": 0.22579}
+{"mode": "train", "epoch": 81, "iter": 500, "lr": 0.01114, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87938, "top5_acc": 0.98688, "loss_cls": 0.55112, "loss": 0.55112, "time": 0.22489}
+{"mode": "train", "epoch": 81, "iter": 600, "lr": 0.01113, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87562, "top5_acc": 0.98688, "loss_cls": 0.58022, "loss": 0.58022, "time": 0.22563}
+{"mode": "train", "epoch": 81, "iter": 700, "lr": 0.01112, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.88938, "top5_acc": 0.99125, "loss_cls": 0.50203, "loss": 0.50203, "time": 0.2259}
+{"mode": "train", "epoch": 81, "iter": 800, "lr": 0.01111, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.88125, "top5_acc": 0.99, "loss_cls": 0.55809, "loss": 0.55809, "time": 0.22621}
+{"mode": "train", "epoch": 81, "iter": 900, "lr": 0.01109, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.88375, "top5_acc": 0.99125, "loss_cls": 0.5383, "loss": 0.5383, "time": 0.2264}
+{"mode": "train", "epoch": 81, "iter": 1000, "lr": 0.01108, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87562, "top5_acc": 0.98562, "loss_cls": 0.57434, "loss": 0.57434, "time": 0.22617}
+{"mode": "train", "epoch": 81, "iter": 1100, "lr": 0.01107, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88625, "top5_acc": 0.98812, "loss_cls": 0.54639, "loss": 0.54639, "time": 0.22601}
+{"mode": "train", "epoch": 81, "iter": 1200, "lr": 0.01106, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.87938, "top5_acc": 0.98688, "loss_cls": 0.56129, "loss": 0.56129, "time": 0.22589}
+{"mode": "train", "epoch": 81, "iter": 1300, "lr": 0.01105, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.87375, "top5_acc": 0.99, "loss_cls": 0.56144, "loss": 0.56144, "time": 0.22653}
+{"mode": "train", "epoch": 81, "iter": 1400, "lr": 0.01104, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.86938, "top5_acc": 0.99, "loss_cls": 0.54115, "loss": 0.54115, "time": 0.22576}
+{"mode": "train", "epoch": 81, "iter": 1500, "lr": 0.01103, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88562, "top5_acc": 0.985, "loss_cls": 0.57236, "loss": 0.57236, "time": 0.2272}
+{"mode": "train", "epoch": 81, "iter": 1600, "lr": 0.01102, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88188, "top5_acc": 0.9875, "loss_cls": 0.55562, "loss": 0.55562, "time": 0.22564}
+{"mode": "train", "epoch": 81, "iter": 1700, "lr": 0.01101, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.89375, "top5_acc": 0.99188, "loss_cls": 0.52384, "loss": 0.52384, "time": 0.22627}
+{"mode": "train", "epoch": 81, "iter": 1800, "lr": 0.01099, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89188, "top5_acc": 0.985, "loss_cls": 0.51139, "loss": 0.51139, "time": 0.22614}
+{"mode": "train", "epoch": 81, "iter": 1900, "lr": 0.01098, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88812, "top5_acc": 0.98812, "loss_cls": 0.56533, "loss": 0.56533, "time": 0.22544}
+{"mode": "train", "epoch": 81, "iter": 2000, "lr": 0.01097, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87062, "top5_acc": 0.98625, "loss_cls": 0.5949, "loss": 0.5949, "time": 0.22711}
+{"mode": "train", "epoch": 81, "iter": 2100, "lr": 0.01096, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.88125, "top5_acc": 0.98375, "loss_cls": 0.56772, "loss": 0.56772, "time": 0.22624}
+{"mode": "train", "epoch": 81, "iter": 2200, "lr": 0.01095, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8825, "top5_acc": 0.99, "loss_cls": 0.5448, "loss": 0.5448, "time": 0.22586}
+{"mode": "train", "epoch": 81, "iter": 2300, "lr": 0.01094, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.88, "top5_acc": 0.9875, "loss_cls": 0.56171, "loss": 0.56171, "time": 0.22652}
+{"mode": "val", "epoch": 81, "iter": 1184, "lr": 0.01093, "top1_acc": 0.86927, "top5_acc": 0.98716}
+{"mode": "train", "epoch": 82, "iter": 100, "lr": 0.01092, "memory": 6525, "data_time": 0.17158, "top1_acc": 0.89438, "top5_acc": 0.99312, "loss_cls": 0.47611, "loss": 0.47611, "time": 0.39853}
+{"mode": "train", "epoch": 82, "iter": 200, "lr": 0.01091, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.89438, "top5_acc": 0.99125, "loss_cls": 0.50929, "loss": 0.50929, "time": 0.22585}
+{"mode": "train", "epoch": 82, "iter": 300, "lr": 0.0109, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.90688, "top5_acc": 0.98812, "loss_cls": 0.46881, "loss": 0.46881, "time": 0.22418}
+{"mode": "train", "epoch": 82, "iter": 400, "lr": 0.01089, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8825, "top5_acc": 0.98688, "loss_cls": 0.53796, "loss": 0.53796, "time": 0.2247}
+{"mode": "train", "epoch": 82, "iter": 500, "lr": 0.01088, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89938, "top5_acc": 0.99188, "loss_cls": 0.47418, "loss": 0.47418, "time": 0.22475}
+{"mode": "train", "epoch": 82, "iter": 600, "lr": 0.01087, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87312, "top5_acc": 0.98688, "loss_cls": 0.57838, "loss": 0.57838, "time": 0.22513}
+{"mode": "train", "epoch": 82, "iter": 700, "lr": 0.01086, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.875, "top5_acc": 0.98375, "loss_cls": 0.5785, "loss": 0.5785, "time": 0.22511}
+{"mode": "train", "epoch": 82, "iter": 800, "lr": 0.01085, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.8825, "top5_acc": 0.98375, "loss_cls": 0.55564, "loss": 0.55564, "time": 0.22646}
+{"mode": "train", "epoch": 82, "iter": 900, "lr": 0.01083, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.89375, "top5_acc": 0.99062, "loss_cls": 0.51364, "loss": 0.51364, "time": 0.22672}
+{"mode": "train", "epoch": 82, "iter": 1000, "lr": 0.01082, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87312, "top5_acc": 0.98625, "loss_cls": 0.5668, "loss": 0.5668, "time": 0.22573}
+{"mode": "train", "epoch": 82, "iter": 1100, "lr": 0.01081, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89188, "top5_acc": 0.98938, "loss_cls": 0.50104, "loss": 0.50104, "time": 0.22502}
+{"mode": "train", "epoch": 82, "iter": 1200, "lr": 0.0108, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.88625, "top5_acc": 0.98875, "loss_cls": 0.53538, "loss": 0.53538, "time": 0.22514}
+{"mode": "train", "epoch": 82, "iter": 1300, "lr": 0.01079, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87312, "top5_acc": 0.98562, "loss_cls": 0.56842, "loss": 0.56842, "time": 0.22501}
+{"mode": "train", "epoch": 82, "iter": 1400, "lr": 0.01078, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90062, "top5_acc": 0.98875, "loss_cls": 0.48673, "loss": 0.48673, "time": 0.22566}
+{"mode": "train", "epoch": 82, "iter": 1500, "lr": 0.01077, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9025, "top5_acc": 0.98375, "loss_cls": 0.49767, "loss": 0.49767, "time": 0.22569}
+{"mode": "train", "epoch": 82, "iter": 1600, "lr": 0.01076, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.88062, "top5_acc": 0.98812, "loss_cls": 0.56592, "loss": 0.56592, "time": 0.2257}
+{"mode": "train", "epoch": 82, "iter": 1700, "lr": 0.01075, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87688, "top5_acc": 0.99062, "loss_cls": 0.55899, "loss": 0.55899, "time": 0.22534}
+{"mode": "train", "epoch": 82, "iter": 1800, "lr": 0.01073, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9, "top5_acc": 0.98875, "loss_cls": 0.48938, "loss": 0.48938, "time": 0.22501}
+{"mode": "train", "epoch": 82, "iter": 1900, "lr": 0.01072, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8875, "top5_acc": 0.98625, "loss_cls": 0.52515, "loss": 0.52515, "time": 0.2249}
+{"mode": "train", "epoch": 82, "iter": 2000, "lr": 0.01071, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.88625, "top5_acc": 0.9875, "loss_cls": 0.5089, "loss": 0.5089, "time": 0.2252}
+{"mode": "train", "epoch": 82, "iter": 2100, "lr": 0.0107, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.87062, "top5_acc": 0.98438, "loss_cls": 0.56775, "loss": 0.56775, "time": 0.2249}
+{"mode": "train", "epoch": 82, "iter": 2200, "lr": 0.01069, "memory": 6525, "data_time": 0.00028, "top1_acc": 0.8625, "top5_acc": 0.97875, "loss_cls": 0.62776, "loss": 0.62776, "time": 0.22587}
+{"mode": "train", "epoch": 82, "iter": 2300, "lr": 0.01068, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87688, "top5_acc": 0.98125, "loss_cls": 0.57961, "loss": 0.57961, "time": 0.22471}
+{"mode": "val", "epoch": 82, "iter": 1184, "lr": 0.01067, "top1_acc": 0.89515, "top5_acc": 0.99086}
+{"mode": "train", "epoch": 83, "iter": 100, "lr": 0.01066, "memory": 6525, "data_time": 0.1705, "top1_acc": 0.90375, "top5_acc": 0.98688, "loss_cls": 0.49838, "loss": 0.49838, "time": 0.39531}
+{"mode": "train", "epoch": 83, "iter": 200, "lr": 0.01065, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.91438, "top5_acc": 0.99125, "loss_cls": 0.42313, "loss": 0.42313, "time": 0.22459}
+{"mode": "train", "epoch": 83, "iter": 300, "lr": 0.01064, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.89125, "top5_acc": 0.98812, "loss_cls": 0.51607, "loss": 0.51607, "time": 0.22485}
+{"mode": "train", "epoch": 83, "iter": 400, "lr": 0.01063, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9, "top5_acc": 0.9925, "loss_cls": 0.46779, "loss": 0.46779, "time": 0.22514}
+{"mode": "train", "epoch": 83, "iter": 500, "lr": 0.01062, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.90625, "top5_acc": 0.99438, "loss_cls": 0.45287, "loss": 0.45287, "time": 0.22509}
+{"mode": "train", "epoch": 83, "iter": 600, "lr": 0.01061, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8925, "top5_acc": 0.99125, "loss_cls": 0.51425, "loss": 0.51425, "time": 0.22547}
+{"mode": "train", "epoch": 83, "iter": 700, "lr": 0.0106, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89, "top5_acc": 0.99062, "loss_cls": 0.49218, "loss": 0.49218, "time": 0.22567}
+{"mode": "train", "epoch": 83, "iter": 800, "lr": 0.01059, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.88, "top5_acc": 0.9875, "loss_cls": 0.56441, "loss": 0.56441, "time": 0.22508}
+{"mode": "train", "epoch": 83, "iter": 900, "lr": 0.01058, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.88812, "top5_acc": 0.98938, "loss_cls": 0.5042, "loss": 0.5042, "time": 0.22694}
+{"mode": "train", "epoch": 83, "iter": 1000, "lr": 0.01056, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87375, "top5_acc": 0.98625, "loss_cls": 0.57586, "loss": 0.57586, "time": 0.22609}
+{"mode": "train", "epoch": 83, "iter": 1100, "lr": 0.01055, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87875, "top5_acc": 0.98375, "loss_cls": 0.57885, "loss": 0.57885, "time": 0.22563}
+{"mode": "train", "epoch": 83, "iter": 1200, "lr": 0.01054, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.88188, "top5_acc": 0.98688, "loss_cls": 0.5649, "loss": 0.5649, "time": 0.22494}
+{"mode": "train", "epoch": 83, "iter": 1300, "lr": 0.01053, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.88062, "top5_acc": 0.98688, "loss_cls": 0.55623, "loss": 0.55623, "time": 0.22519}
+{"mode": "train", "epoch": 83, "iter": 1400, "lr": 0.01052, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.88562, "top5_acc": 0.99062, "loss_cls": 0.52608, "loss": 0.52608, "time": 0.22489}
+{"mode": "train", "epoch": 83, "iter": 1500, "lr": 0.01051, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.90562, "top5_acc": 0.98625, "loss_cls": 0.48394, "loss": 0.48394, "time": 0.22511}
+{"mode": "train", "epoch": 83, "iter": 1600, "lr": 0.0105, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.87188, "top5_acc": 0.99125, "loss_cls": 0.53898, "loss": 0.53898, "time": 0.22502}
+{"mode": "train", "epoch": 83, "iter": 1700, "lr": 0.01049, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87125, "top5_acc": 0.98688, "loss_cls": 0.57739, "loss": 0.57739, "time": 0.22528}
+{"mode": "train", "epoch": 83, "iter": 1800, "lr": 0.01048, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87812, "top5_acc": 0.98375, "loss_cls": 0.54577, "loss": 0.54577, "time": 0.22644}
+{"mode": "train", "epoch": 83, "iter": 1900, "lr": 0.01047, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87875, "top5_acc": 0.98188, "loss_cls": 0.60397, "loss": 0.60397, "time": 0.22694}
+{"mode": "train", "epoch": 83, "iter": 2000, "lr": 0.01045, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.88125, "top5_acc": 0.98625, "loss_cls": 0.54124, "loss": 0.54124, "time": 0.22743}
+{"mode": "train", "epoch": 83, "iter": 2100, "lr": 0.01044, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.88875, "top5_acc": 0.98812, "loss_cls": 0.52587, "loss": 0.52587, "time": 0.22581}
+{"mode": "train", "epoch": 83, "iter": 2200, "lr": 0.01043, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.88, "top5_acc": 0.98562, "loss_cls": 0.5384, "loss": 0.5384, "time": 0.22632}
+{"mode": "train", "epoch": 83, "iter": 2300, "lr": 0.01042, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.86938, "top5_acc": 0.98188, "loss_cls": 0.60907, "loss": 0.60907, "time": 0.22764}
+{"mode": "val", "epoch": 83, "iter": 1184, "lr": 0.01042, "top1_acc": 0.90186, "top5_acc": 0.99065}
+{"mode": "train", "epoch": 84, "iter": 100, "lr": 0.0104, "memory": 6525, "data_time": 0.1697, "top1_acc": 0.90188, "top5_acc": 0.99062, "loss_cls": 0.46816, "loss": 0.46816, "time": 0.39503}
+{"mode": "train", "epoch": 84, "iter": 200, "lr": 0.01039, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.89812, "top5_acc": 0.99375, "loss_cls": 0.4519, "loss": 0.4519, "time": 0.22422}
+{"mode": "train", "epoch": 84, "iter": 300, "lr": 0.01038, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.905, "top5_acc": 0.99188, "loss_cls": 0.46593, "loss": 0.46593, "time": 0.22458}
+{"mode": "train", "epoch": 84, "iter": 400, "lr": 0.01037, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89875, "top5_acc": 0.995, "loss_cls": 0.47886, "loss": 0.47886, "time": 0.22475}
+{"mode": "train", "epoch": 84, "iter": 500, "lr": 0.01036, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87438, "top5_acc": 0.98938, "loss_cls": 0.56794, "loss": 0.56794, "time": 0.22506}
+{"mode": "train", "epoch": 84, "iter": 600, "lr": 0.01035, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8775, "top5_acc": 0.9875, "loss_cls": 0.56424, "loss": 0.56424, "time": 0.22524}
+{"mode": "train", "epoch": 84, "iter": 700, "lr": 0.01034, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.90188, "top5_acc": 0.98812, "loss_cls": 0.47035, "loss": 0.47035, "time": 0.22538}
+{"mode": "train", "epoch": 84, "iter": 800, "lr": 0.01033, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.90875, "top5_acc": 0.98625, "loss_cls": 0.45938, "loss": 0.45938, "time": 0.22598}
+{"mode": "train", "epoch": 84, "iter": 900, "lr": 0.01032, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.88062, "top5_acc": 0.98938, "loss_cls": 0.52933, "loss": 0.52933, "time": 0.22631}
+{"mode": "train", "epoch": 84, "iter": 1000, "lr": 0.01031, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.90062, "top5_acc": 0.98688, "loss_cls": 0.50314, "loss": 0.50314, "time": 0.22498}
+{"mode": "train", "epoch": 84, "iter": 1100, "lr": 0.01029, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.89438, "top5_acc": 0.98438, "loss_cls": 0.50437, "loss": 0.50437, "time": 0.22551}
+{"mode": "train", "epoch": 84, "iter": 1200, "lr": 0.01028, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8875, "top5_acc": 0.98875, "loss_cls": 0.50699, "loss": 0.50699, "time": 0.22577}
+{"mode": "train", "epoch": 84, "iter": 1300, "lr": 0.01027, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.90375, "top5_acc": 0.99188, "loss_cls": 0.49426, "loss": 0.49426, "time": 0.2271}
+{"mode": "train", "epoch": 84, "iter": 1400, "lr": 0.01026, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.87438, "top5_acc": 0.99, "loss_cls": 0.5195, "loss": 0.5195, "time": 0.22712}
+{"mode": "train", "epoch": 84, "iter": 1500, "lr": 0.01025, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.87938, "top5_acc": 0.99125, "loss_cls": 0.55156, "loss": 0.55156, "time": 0.22497}
+{"mode": "train", "epoch": 84, "iter": 1600, "lr": 0.01024, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.90375, "top5_acc": 0.98875, "loss_cls": 0.50204, "loss": 0.50204, "time": 0.2249}
+{"mode": "train", "epoch": 84, "iter": 1700, "lr": 0.01023, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89062, "top5_acc": 0.98875, "loss_cls": 0.50703, "loss": 0.50703, "time": 0.22537}
+{"mode": "train", "epoch": 84, "iter": 1800, "lr": 0.01022, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.89125, "top5_acc": 0.9875, "loss_cls": 0.50937, "loss": 0.50937, "time": 0.22811}
+{"mode": "train", "epoch": 84, "iter": 1900, "lr": 0.01021, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89938, "top5_acc": 0.99, "loss_cls": 0.46881, "loss": 0.46881, "time": 0.22625}
+{"mode": "train", "epoch": 84, "iter": 2000, "lr": 0.0102, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.88438, "top5_acc": 0.98438, "loss_cls": 0.5645, "loss": 0.5645, "time": 0.2267}
+{"mode": "train", "epoch": 84, "iter": 2100, "lr": 0.01019, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8775, "top5_acc": 0.98562, "loss_cls": 0.55048, "loss": 0.55048, "time": 0.22553}
+{"mode": "train", "epoch": 84, "iter": 2200, "lr": 0.01017, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.885, "top5_acc": 0.985, "loss_cls": 0.53874, "loss": 0.53874, "time": 0.22506}
+{"mode": "train", "epoch": 84, "iter": 2300, "lr": 0.01016, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.89562, "top5_acc": 0.98812, "loss_cls": 0.51097, "loss": 0.51097, "time": 0.22498}
+{"mode": "val", "epoch": 84, "iter": 1184, "lr": 0.01016, "top1_acc": 0.89769, "top5_acc": 0.99171}
+{"mode": "train", "epoch": 85, "iter": 100, "lr": 0.01015, "memory": 6525, "data_time": 0.17098, "top1_acc": 0.90438, "top5_acc": 0.98812, "loss_cls": 0.49681, "loss": 0.49681, "time": 0.39561}
+{"mode": "train", "epoch": 85, "iter": 200, "lr": 0.01014, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.90188, "top5_acc": 0.99188, "loss_cls": 0.46178, "loss": 0.46178, "time": 0.22426}
+{"mode": "train", "epoch": 85, "iter": 300, "lr": 0.01013, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8825, "top5_acc": 0.9875, "loss_cls": 0.52692, "loss": 0.52692, "time": 0.22565}
+{"mode": "train", "epoch": 85, "iter": 400, "lr": 0.01011, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.88062, "top5_acc": 0.99, "loss_cls": 0.52594, "loss": 0.52594, "time": 0.22557}
+{"mode": "train", "epoch": 85, "iter": 500, "lr": 0.0101, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8925, "top5_acc": 0.98688, "loss_cls": 0.50806, "loss": 0.50806, "time": 0.2252}
+{"mode": "train", "epoch": 85, "iter": 600, "lr": 0.01009, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90438, "top5_acc": 0.99375, "loss_cls": 0.48135, "loss": 0.48135, "time": 0.22501}
+{"mode": "train", "epoch": 85, "iter": 700, "lr": 0.01008, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.88688, "top5_acc": 0.98625, "loss_cls": 0.53691, "loss": 0.53691, "time": 0.22442}
+{"mode": "train", "epoch": 85, "iter": 800, "lr": 0.01007, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89938, "top5_acc": 0.98562, "loss_cls": 0.49442, "loss": 0.49442, "time": 0.22537}
+{"mode": "train", "epoch": 85, "iter": 900, "lr": 0.01006, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8975, "top5_acc": 0.99375, "loss_cls": 0.46261, "loss": 0.46261, "time": 0.22462}
+{"mode": "train", "epoch": 85, "iter": 1000, "lr": 0.01005, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89938, "top5_acc": 0.98875, "loss_cls": 0.48261, "loss": 0.48261, "time": 0.22495}
+{"mode": "train", "epoch": 85, "iter": 1100, "lr": 0.01004, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.89188, "top5_acc": 0.99375, "loss_cls": 0.49027, "loss": 0.49027, "time": 0.22467}
+{"mode": "train", "epoch": 85, "iter": 1200, "lr": 0.01003, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.89875, "top5_acc": 0.98812, "loss_cls": 0.49458, "loss": 0.49458, "time": 0.2246}
+{"mode": "train", "epoch": 85, "iter": 1300, "lr": 0.01002, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.89688, "top5_acc": 0.99062, "loss_cls": 0.46461, "loss": 0.46461, "time": 0.22462}
+{"mode": "train", "epoch": 85, "iter": 1400, "lr": 0.01001, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.88688, "top5_acc": 0.9875, "loss_cls": 0.51783, "loss": 0.51783, "time": 0.2252}
+{"mode": "train", "epoch": 85, "iter": 1500, "lr": 0.00999, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89062, "top5_acc": 0.98812, "loss_cls": 0.47804, "loss": 0.47804, "time": 0.22551}
+{"mode": "train", "epoch": 85, "iter": 1600, "lr": 0.00998, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.89062, "top5_acc": 0.99, "loss_cls": 0.51223, "loss": 0.51223, "time": 0.2252}
+{"mode": "train", "epoch": 85, "iter": 1700, "lr": 0.00997, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89062, "top5_acc": 0.98875, "loss_cls": 0.50779, "loss": 0.50779, "time": 0.22504}
+{"mode": "train", "epoch": 85, "iter": 1800, "lr": 0.00996, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.8725, "top5_acc": 0.9875, "loss_cls": 0.60592, "loss": 0.60592, "time": 0.2244}
+{"mode": "train", "epoch": 85, "iter": 1900, "lr": 0.00995, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8975, "top5_acc": 0.99125, "loss_cls": 0.4948, "loss": 0.4948, "time": 0.2256}
+{"mode": "train", "epoch": 85, "iter": 2000, "lr": 0.00994, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.87562, "top5_acc": 0.97938, "loss_cls": 0.58662, "loss": 0.58662, "time": 0.22475}
+{"mode": "train", "epoch": 85, "iter": 2100, "lr": 0.00993, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.885, "top5_acc": 0.98875, "loss_cls": 0.52745, "loss": 0.52745, "time": 0.22427}
+{"mode": "train", "epoch": 85, "iter": 2200, "lr": 0.00992, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.88, "top5_acc": 0.98688, "loss_cls": 0.53299, "loss": 0.53299, "time": 0.2245}
+{"mode": "train", "epoch": 85, "iter": 2300, "lr": 0.00991, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.8875, "top5_acc": 0.98688, "loss_cls": 0.54907, "loss": 0.54907, "time": 0.22423}
+{"mode": "val", "epoch": 85, "iter": 1184, "lr": 0.0099, "top1_acc": 0.8839, "top5_acc": 0.98944}
+{"mode": "train", "epoch": 86, "iter": 100, "lr": 0.00989, "memory": 6525, "data_time": 0.16968, "top1_acc": 0.915, "top5_acc": 0.99625, "loss_cls": 0.40825, "loss": 0.40825, "time": 0.39512}
+{"mode": "train", "epoch": 86, "iter": 200, "lr": 0.00988, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.90875, "top5_acc": 0.99188, "loss_cls": 0.43572, "loss": 0.43572, "time": 0.22488}
+{"mode": "train", "epoch": 86, "iter": 300, "lr": 0.00987, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.88812, "top5_acc": 0.99188, "loss_cls": 0.52948, "loss": 0.52948, "time": 0.22597}
+{"mode": "train", "epoch": 86, "iter": 400, "lr": 0.00986, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89938, "top5_acc": 0.98875, "loss_cls": 0.4857, "loss": 0.4857, "time": 0.22508}
+{"mode": "train", "epoch": 86, "iter": 500, "lr": 0.00985, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9025, "top5_acc": 0.9925, "loss_cls": 0.43764, "loss": 0.43764, "time": 0.22622}
+{"mode": "train", "epoch": 86, "iter": 600, "lr": 0.00984, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88125, "top5_acc": 0.985, "loss_cls": 0.52949, "loss": 0.52949, "time": 0.22638}
+{"mode": "train", "epoch": 86, "iter": 700, "lr": 0.00983, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8875, "top5_acc": 0.98562, "loss_cls": 0.51659, "loss": 0.51659, "time": 0.22588}
+{"mode": "train", "epoch": 86, "iter": 800, "lr": 0.00981, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88375, "top5_acc": 0.99, "loss_cls": 0.50467, "loss": 0.50467, "time": 0.22515}
+{"mode": "train", "epoch": 86, "iter": 900, "lr": 0.0098, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8975, "top5_acc": 0.98875, "loss_cls": 0.49137, "loss": 0.49137, "time": 0.22525}
+{"mode": "train", "epoch": 86, "iter": 1000, "lr": 0.00979, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.88562, "top5_acc": 0.98688, "loss_cls": 0.52543, "loss": 0.52543, "time": 0.22493}
+{"mode": "train", "epoch": 86, "iter": 1100, "lr": 0.00978, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89812, "top5_acc": 0.99312, "loss_cls": 0.49009, "loss": 0.49009, "time": 0.22533}
+{"mode": "train", "epoch": 86, "iter": 1200, "lr": 0.00977, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.90562, "top5_acc": 0.9925, "loss_cls": 0.43985, "loss": 0.43985, "time": 0.22553}
+{"mode": "train", "epoch": 86, "iter": 1300, "lr": 0.00976, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89312, "top5_acc": 0.99188, "loss_cls": 0.48944, "loss": 0.48944, "time": 0.22527}
+{"mode": "train", "epoch": 86, "iter": 1400, "lr": 0.00975, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8925, "top5_acc": 0.98625, "loss_cls": 0.53226, "loss": 0.53226, "time": 0.22511}
+{"mode": "train", "epoch": 86, "iter": 1500, "lr": 0.00974, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8925, "top5_acc": 0.98812, "loss_cls": 0.52045, "loss": 0.52045, "time": 0.22516}
+{"mode": "train", "epoch": 86, "iter": 1600, "lr": 0.00973, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89312, "top5_acc": 0.99188, "loss_cls": 0.50217, "loss": 0.50217, "time": 0.22533}
+{"mode": "train", "epoch": 86, "iter": 1700, "lr": 0.00972, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89062, "top5_acc": 0.98562, "loss_cls": 0.53929, "loss": 0.53929, "time": 0.22601}
+{"mode": "train", "epoch": 86, "iter": 1800, "lr": 0.00971, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89812, "top5_acc": 0.99188, "loss_cls": 0.48269, "loss": 0.48269, "time": 0.22576}
+{"mode": "train", "epoch": 86, "iter": 1900, "lr": 0.00969, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.895, "top5_acc": 0.99062, "loss_cls": 0.49339, "loss": 0.49339, "time": 0.22498}
+{"mode": "train", "epoch": 86, "iter": 2000, "lr": 0.00968, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.87625, "top5_acc": 0.98375, "loss_cls": 0.57303, "loss": 0.57303, "time": 0.22466}
+{"mode": "train", "epoch": 86, "iter": 2100, "lr": 0.00967, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.89125, "top5_acc": 0.99125, "loss_cls": 0.51013, "loss": 0.51013, "time": 0.22483}
+{"mode": "train", "epoch": 86, "iter": 2200, "lr": 0.00966, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.88312, "top5_acc": 0.98438, "loss_cls": 0.53747, "loss": 0.53747, "time": 0.2258}
+{"mode": "train", "epoch": 86, "iter": 2300, "lr": 0.00965, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.90375, "top5_acc": 0.98688, "loss_cls": 0.48913, "loss": 0.48913, "time": 0.22587}
+{"mode": "val", "epoch": 86, "iter": 1184, "lr": 0.00965, "top1_acc": 0.88575, "top5_acc": 0.99055}
+{"mode": "train", "epoch": 87, "iter": 100, "lr": 0.00963, "memory": 6525, "data_time": 0.16794, "top1_acc": 0.91375, "top5_acc": 0.98938, "loss_cls": 0.45237, "loss": 0.45237, "time": 0.3932}
+{"mode": "train", "epoch": 87, "iter": 200, "lr": 0.00962, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.90375, "top5_acc": 0.99312, "loss_cls": 0.4484, "loss": 0.4484, "time": 0.22621}
+{"mode": "train", "epoch": 87, "iter": 300, "lr": 0.00961, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.91438, "top5_acc": 0.9925, "loss_cls": 0.4268, "loss": 0.4268, "time": 0.22562}
+{"mode": "train", "epoch": 87, "iter": 400, "lr": 0.0096, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.89125, "top5_acc": 0.98562, "loss_cls": 0.49989, "loss": 0.49989, "time": 0.22563}
+{"mode": "train", "epoch": 87, "iter": 500, "lr": 0.00959, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.91125, "top5_acc": 0.99375, "loss_cls": 0.42334, "loss": 0.42334, "time": 0.22561}
+{"mode": "train", "epoch": 87, "iter": 600, "lr": 0.00958, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.90812, "top5_acc": 0.99438, "loss_cls": 0.41684, "loss": 0.41684, "time": 0.22535}
+{"mode": "train", "epoch": 87, "iter": 700, "lr": 0.00957, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.91875, "top5_acc": 0.99188, "loss_cls": 0.40863, "loss": 0.40863, "time": 0.22485}
+{"mode": "train", "epoch": 87, "iter": 800, "lr": 0.00956, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.91062, "top5_acc": 0.9925, "loss_cls": 0.42751, "loss": 0.42751, "time": 0.22493}
+{"mode": "train", "epoch": 87, "iter": 900, "lr": 0.00955, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89188, "top5_acc": 0.99, "loss_cls": 0.48122, "loss": 0.48122, "time": 0.22556}
+{"mode": "train", "epoch": 87, "iter": 1000, "lr": 0.00954, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.89188, "top5_acc": 0.98812, "loss_cls": 0.5046, "loss": 0.5046, "time": 0.22519}
+{"mode": "train", "epoch": 87, "iter": 1100, "lr": 0.00953, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.88438, "top5_acc": 0.98812, "loss_cls": 0.49913, "loss": 0.49913, "time": 0.22493}
+{"mode": "train", "epoch": 87, "iter": 1200, "lr": 0.00952, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89875, "top5_acc": 0.98688, "loss_cls": 0.49992, "loss": 0.49992, "time": 0.22579}
+{"mode": "train", "epoch": 87, "iter": 1300, "lr": 0.00951, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9, "top5_acc": 0.98938, "loss_cls": 0.50602, "loss": 0.50602, "time": 0.2264}
+{"mode": "train", "epoch": 87, "iter": 1400, "lr": 0.00949, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.89938, "top5_acc": 0.98625, "loss_cls": 0.50788, "loss": 0.50788, "time": 0.22577}
+{"mode": "train", "epoch": 87, "iter": 1500, "lr": 0.00948, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8975, "top5_acc": 0.99, "loss_cls": 0.49444, "loss": 0.49444, "time": 0.22515}
+{"mode": "train", "epoch": 87, "iter": 1600, "lr": 0.00947, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.88375, "top5_acc": 0.98625, "loss_cls": 0.51154, "loss": 0.51154, "time": 0.225}
+{"mode": "train", "epoch": 87, "iter": 1700, "lr": 0.00946, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8825, "top5_acc": 0.98375, "loss_cls": 0.54672, "loss": 0.54672, "time": 0.22517}
+{"mode": "train", "epoch": 87, "iter": 1800, "lr": 0.00945, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8825, "top5_acc": 0.99375, "loss_cls": 0.53203, "loss": 0.53203, "time": 0.22457}
+{"mode": "train", "epoch": 87, "iter": 1900, "lr": 0.00944, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.87625, "top5_acc": 0.98438, "loss_cls": 0.56072, "loss": 0.56072, "time": 0.22466}
+{"mode": "train", "epoch": 87, "iter": 2000, "lr": 0.00943, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.88812, "top5_acc": 0.98688, "loss_cls": 0.53744, "loss": 0.53744, "time": 0.22488}
+{"mode": "train", "epoch": 87, "iter": 2100, "lr": 0.00942, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.89, "top5_acc": 0.98812, "loss_cls": 0.50142, "loss": 0.50142, "time": 0.22514}
+{"mode": "train", "epoch": 87, "iter": 2200, "lr": 0.00941, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9, "top5_acc": 0.98875, "loss_cls": 0.49809, "loss": 0.49809, "time": 0.22597}
+{"mode": "train", "epoch": 87, "iter": 2300, "lr": 0.0094, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90438, "top5_acc": 0.99062, "loss_cls": 0.46196, "loss": 0.46196, "time": 0.22528}
+{"mode": "val", "epoch": 87, "iter": 1184, "lr": 0.00939, "top1_acc": 0.90809, "top5_acc": 0.99102}
+{"mode": "train", "epoch": 88, "iter": 100, "lr": 0.00938, "memory": 6525, "data_time": 0.16982, "top1_acc": 0.90375, "top5_acc": 0.99062, "loss_cls": 0.44511, "loss": 0.44511, "time": 0.39415}
+{"mode": "train", "epoch": 88, "iter": 200, "lr": 0.00937, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.89875, "top5_acc": 0.9925, "loss_cls": 0.46142, "loss": 0.46142, "time": 0.22635}
+{"mode": "train", "epoch": 88, "iter": 300, "lr": 0.00936, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9025, "top5_acc": 0.9925, "loss_cls": 0.43798, "loss": 0.43798, "time": 0.22498}
+{"mode": "train", "epoch": 88, "iter": 400, "lr": 0.00935, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.90688, "top5_acc": 0.99188, "loss_cls": 0.45085, "loss": 0.45085, "time": 0.22457}
+{"mode": "train", "epoch": 88, "iter": 500, "lr": 0.00934, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.8975, "top5_acc": 0.98812, "loss_cls": 0.4592, "loss": 0.4592, "time": 0.2245}
+{"mode": "train", "epoch": 88, "iter": 600, "lr": 0.00933, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.89875, "top5_acc": 0.9925, "loss_cls": 0.46241, "loss": 0.46241, "time": 0.22542}
+{"mode": "train", "epoch": 88, "iter": 700, "lr": 0.00932, "memory": 6525, "data_time": 0.00012, "top1_acc": 0.895, "top5_acc": 0.99188, "loss_cls": 0.47115, "loss": 0.47115, "time": 0.22543}
+{"mode": "train", "epoch": 88, "iter": 800, "lr": 0.00931, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8975, "top5_acc": 0.99125, "loss_cls": 0.47021, "loss": 0.47021, "time": 0.2246}
+{"mode": "train", "epoch": 88, "iter": 900, "lr": 0.00929, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8975, "top5_acc": 0.99, "loss_cls": 0.48911, "loss": 0.48911, "time": 0.22495}
+{"mode": "train", "epoch": 88, "iter": 1000, "lr": 0.00928, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8975, "top5_acc": 0.9875, "loss_cls": 0.51054, "loss": 0.51054, "time": 0.2251}
+{"mode": "train", "epoch": 88, "iter": 1100, "lr": 0.00927, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.89625, "top5_acc": 0.99062, "loss_cls": 0.47461, "loss": 0.47461, "time": 0.22647}
+{"mode": "train", "epoch": 88, "iter": 1200, "lr": 0.00926, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88938, "top5_acc": 0.99188, "loss_cls": 0.49933, "loss": 0.49933, "time": 0.22606}
+{"mode": "train", "epoch": 88, "iter": 1300, "lr": 0.00925, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.90062, "top5_acc": 0.99188, "loss_cls": 0.48995, "loss": 0.48995, "time": 0.22611}
+{"mode": "train", "epoch": 88, "iter": 1400, "lr": 0.00924, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.87, "top5_acc": 0.985, "loss_cls": 0.60596, "loss": 0.60596, "time": 0.22674}
+{"mode": "train", "epoch": 88, "iter": 1500, "lr": 0.00923, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89438, "top5_acc": 0.99188, "loss_cls": 0.49133, "loss": 0.49133, "time": 0.2261}
+{"mode": "train", "epoch": 88, "iter": 1600, "lr": 0.00922, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89375, "top5_acc": 0.9875, "loss_cls": 0.53238, "loss": 0.53238, "time": 0.22643}
+{"mode": "train", "epoch": 88, "iter": 1700, "lr": 0.00921, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.90312, "top5_acc": 0.98812, "loss_cls": 0.49583, "loss": 0.49583, "time": 0.22594}
+{"mode": "train", "epoch": 88, "iter": 1800, "lr": 0.0092, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.89688, "top5_acc": 0.99125, "loss_cls": 0.48438, "loss": 0.48438, "time": 0.2269}
+{"mode": "train", "epoch": 88, "iter": 1900, "lr": 0.00919, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.90375, "top5_acc": 0.99312, "loss_cls": 0.45979, "loss": 0.45979, "time": 0.22624}
+{"mode": "train", "epoch": 88, "iter": 2000, "lr": 0.00918, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8925, "top5_acc": 0.98938, "loss_cls": 0.48266, "loss": 0.48266, "time": 0.22639}
+{"mode": "train", "epoch": 88, "iter": 2100, "lr": 0.00917, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89438, "top5_acc": 0.99125, "loss_cls": 0.50242, "loss": 0.50242, "time": 0.22566}
+{"mode": "train", "epoch": 88, "iter": 2200, "lr": 0.00916, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.89312, "top5_acc": 0.98688, "loss_cls": 0.49598, "loss": 0.49598, "time": 0.226}
+{"mode": "train", "epoch": 88, "iter": 2300, "lr": 0.00914, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.89, "top5_acc": 0.9925, "loss_cls": 0.49132, "loss": 0.49132, "time": 0.22667}
+{"mode": "val", "epoch": 88, "iter": 1184, "lr": 0.00914, "top1_acc": 0.89922, "top5_acc": 0.99144}
+{"mode": "train", "epoch": 89, "iter": 100, "lr": 0.00913, "memory": 6525, "data_time": 0.16871, "top1_acc": 0.90438, "top5_acc": 0.98875, "loss_cls": 0.43193, "loss": 0.43193, "time": 0.39356}
+{"mode": "train", "epoch": 89, "iter": 200, "lr": 0.00912, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.905, "top5_acc": 0.99375, "loss_cls": 0.41854, "loss": 0.41854, "time": 0.22534}
+{"mode": "train", "epoch": 89, "iter": 300, "lr": 0.00911, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.92125, "top5_acc": 0.9925, "loss_cls": 0.39354, "loss": 0.39354, "time": 0.22537}
+{"mode": "train", "epoch": 89, "iter": 400, "lr": 0.0091, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.90875, "top5_acc": 0.99062, "loss_cls": 0.42845, "loss": 0.42845, "time": 0.22567}
+{"mode": "train", "epoch": 89, "iter": 500, "lr": 0.00909, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.89812, "top5_acc": 0.99312, "loss_cls": 0.46325, "loss": 0.46325, "time": 0.22525}
+{"mode": "train", "epoch": 89, "iter": 600, "lr": 0.00907, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.91375, "top5_acc": 0.99312, "loss_cls": 0.43598, "loss": 0.43598, "time": 0.22537}
+{"mode": "train", "epoch": 89, "iter": 700, "lr": 0.00906, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9075, "top5_acc": 0.99375, "loss_cls": 0.42604, "loss": 0.42604, "time": 0.22503}
+{"mode": "train", "epoch": 89, "iter": 800, "lr": 0.00905, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8975, "top5_acc": 0.99312, "loss_cls": 0.48857, "loss": 0.48857, "time": 0.22484}
+{"mode": "train", "epoch": 89, "iter": 900, "lr": 0.00904, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90625, "top5_acc": 0.99312, "loss_cls": 0.44433, "loss": 0.44433, "time": 0.22527}
+{"mode": "train", "epoch": 89, "iter": 1000, "lr": 0.00903, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.89812, "top5_acc": 0.98812, "loss_cls": 0.48391, "loss": 0.48391, "time": 0.2247}
+{"mode": "train", "epoch": 89, "iter": 1100, "lr": 0.00902, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9075, "top5_acc": 0.985, "loss_cls": 0.46683, "loss": 0.46683, "time": 0.22475}
+{"mode": "train", "epoch": 89, "iter": 1200, "lr": 0.00901, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8975, "top5_acc": 0.99188, "loss_cls": 0.50552, "loss": 0.50552, "time": 0.22491}
+{"mode": "train", "epoch": 89, "iter": 1300, "lr": 0.009, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8975, "top5_acc": 0.99062, "loss_cls": 0.47247, "loss": 0.47247, "time": 0.22486}
+{"mode": "train", "epoch": 89, "iter": 1400, "lr": 0.00899, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.89938, "top5_acc": 0.99188, "loss_cls": 0.45313, "loss": 0.45313, "time": 0.22457}
+{"mode": "train", "epoch": 89, "iter": 1500, "lr": 0.00898, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8925, "top5_acc": 0.99, "loss_cls": 0.47086, "loss": 0.47086, "time": 0.2258}
+{"mode": "train", "epoch": 89, "iter": 1600, "lr": 0.00897, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.89562, "top5_acc": 0.99125, "loss_cls": 0.46722, "loss": 0.46722, "time": 0.225}
+{"mode": "train", "epoch": 89, "iter": 1700, "lr": 0.00896, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.895, "top5_acc": 0.98688, "loss_cls": 0.49822, "loss": 0.49822, "time": 0.22463}
+{"mode": "train", "epoch": 89, "iter": 1800, "lr": 0.00895, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.8975, "top5_acc": 0.99125, "loss_cls": 0.49518, "loss": 0.49518, "time": 0.22494}
+{"mode": "train", "epoch": 89, "iter": 1900, "lr": 0.00894, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.89438, "top5_acc": 0.99062, "loss_cls": 0.50822, "loss": 0.50822, "time": 0.22553}
+{"mode": "train", "epoch": 89, "iter": 2000, "lr": 0.00892, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8975, "top5_acc": 0.98875, "loss_cls": 0.4924, "loss": 0.4924, "time": 0.22546}
+{"mode": "train", "epoch": 89, "iter": 2100, "lr": 0.00891, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89562, "top5_acc": 0.99188, "loss_cls": 0.46632, "loss": 0.46632, "time": 0.22551}
+{"mode": "train", "epoch": 89, "iter": 2200, "lr": 0.0089, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88688, "top5_acc": 0.98812, "loss_cls": 0.50914, "loss": 0.50914, "time": 0.22574}
+{"mode": "train", "epoch": 89, "iter": 2300, "lr": 0.00889, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89188, "top5_acc": 0.98875, "loss_cls": 0.51043, "loss": 0.51043, "time": 0.22439}
+{"mode": "val", "epoch": 89, "iter": 1184, "lr": 0.00889, "top1_acc": 0.90598, "top5_acc": 0.99107}
+{"mode": "train", "epoch": 90, "iter": 100, "lr": 0.00888, "memory": 6525, "data_time": 0.16853, "top1_acc": 0.90812, "top5_acc": 0.9875, "loss_cls": 0.44087, "loss": 0.44087, "time": 0.39524}
+{"mode": "train", "epoch": 90, "iter": 200, "lr": 0.00887, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9025, "top5_acc": 0.99438, "loss_cls": 0.4187, "loss": 0.4187, "time": 0.22531}
+{"mode": "train", "epoch": 90, "iter": 300, "lr": 0.00886, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.91062, "top5_acc": 0.99125, "loss_cls": 0.42451, "loss": 0.42451, "time": 0.22558}
+{"mode": "train", "epoch": 90, "iter": 400, "lr": 0.00884, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.90625, "top5_acc": 0.99375, "loss_cls": 0.436, "loss": 0.436, "time": 0.2259}
+{"mode": "train", "epoch": 90, "iter": 500, "lr": 0.00883, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.90688, "top5_acc": 0.99562, "loss_cls": 0.43501, "loss": 0.43501, "time": 0.22741}
+{"mode": "train", "epoch": 90, "iter": 600, "lr": 0.00882, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.91375, "top5_acc": 0.99375, "loss_cls": 0.4396, "loss": 0.4396, "time": 0.22571}
+{"mode": "train", "epoch": 90, "iter": 700, "lr": 0.00881, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.885, "top5_acc": 0.99062, "loss_cls": 0.51634, "loss": 0.51634, "time": 0.22465}
+{"mode": "train", "epoch": 90, "iter": 800, "lr": 0.0088, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.89125, "top5_acc": 0.98688, "loss_cls": 0.4868, "loss": 0.4868, "time": 0.22537}
+{"mode": "train", "epoch": 90, "iter": 900, "lr": 0.00879, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.895, "top5_acc": 0.9925, "loss_cls": 0.49067, "loss": 0.49067, "time": 0.22592}
+{"mode": "train", "epoch": 90, "iter": 1000, "lr": 0.00878, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9, "top5_acc": 0.995, "loss_cls": 0.45489, "loss": 0.45489, "time": 0.22616}
+{"mode": "train", "epoch": 90, "iter": 1100, "lr": 0.00877, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89562, "top5_acc": 0.99375, "loss_cls": 0.46402, "loss": 0.46402, "time": 0.22592}
+{"mode": "train", "epoch": 90, "iter": 1200, "lr": 0.00876, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89188, "top5_acc": 0.99, "loss_cls": 0.5062, "loss": 0.5062, "time": 0.22472}
+{"mode": "train", "epoch": 90, "iter": 1300, "lr": 0.00875, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90188, "top5_acc": 0.98812, "loss_cls": 0.46822, "loss": 0.46822, "time": 0.2256}
+{"mode": "train", "epoch": 90, "iter": 1400, "lr": 0.00874, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.91812, "top5_acc": 0.995, "loss_cls": 0.39862, "loss": 0.39862, "time": 0.22521}
+{"mode": "train", "epoch": 90, "iter": 1500, "lr": 0.00873, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89562, "top5_acc": 0.99375, "loss_cls": 0.44656, "loss": 0.44656, "time": 0.22553}
+{"mode": "train", "epoch": 90, "iter": 1600, "lr": 0.00872, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.88438, "top5_acc": 0.99062, "loss_cls": 0.51122, "loss": 0.51122, "time": 0.22525}
+{"mode": "train", "epoch": 90, "iter": 1700, "lr": 0.00871, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.91, "top5_acc": 0.98438, "loss_cls": 0.4633, "loss": 0.4633, "time": 0.22521}
+{"mode": "train", "epoch": 90, "iter": 1800, "lr": 0.0087, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90312, "top5_acc": 0.99562, "loss_cls": 0.43241, "loss": 0.43241, "time": 0.22491}
+{"mode": "train", "epoch": 90, "iter": 1900, "lr": 0.00869, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.89625, "top5_acc": 0.98812, "loss_cls": 0.51745, "loss": 0.51745, "time": 0.22693}
+{"mode": "train", "epoch": 90, "iter": 2000, "lr": 0.00867, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9, "top5_acc": 0.99125, "loss_cls": 0.47093, "loss": 0.47093, "time": 0.22547}
+{"mode": "train", "epoch": 90, "iter": 2100, "lr": 0.00866, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89375, "top5_acc": 0.98688, "loss_cls": 0.51249, "loss": 0.51249, "time": 0.22472}
+{"mode": "train", "epoch": 90, "iter": 2200, "lr": 0.00865, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90312, "top5_acc": 0.99125, "loss_cls": 0.47629, "loss": 0.47629, "time": 0.22432}
+{"mode": "train", "epoch": 90, "iter": 2300, "lr": 0.00864, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90688, "top5_acc": 0.98875, "loss_cls": 0.43578, "loss": 0.43578, "time": 0.22505}
+{"mode": "val", "epoch": 90, "iter": 1184, "lr": 0.00864, "top1_acc": 0.91337, "top5_acc": 0.99208}
+{"mode": "train", "epoch": 91, "iter": 100, "lr": 0.00863, "memory": 6525, "data_time": 0.16988, "top1_acc": 0.91062, "top5_acc": 0.99625, "loss_cls": 0.41336, "loss": 0.41336, "time": 0.39484}
+{"mode": "train", "epoch": 91, "iter": 200, "lr": 0.00862, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.91625, "top5_acc": 0.99375, "loss_cls": 0.41066, "loss": 0.41066, "time": 0.22494}
+{"mode": "train", "epoch": 91, "iter": 300, "lr": 0.00861, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.91, "top5_acc": 0.99062, "loss_cls": 0.42625, "loss": 0.42625, "time": 0.2256}
+{"mode": "train", "epoch": 91, "iter": 400, "lr": 0.0086, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90562, "top5_acc": 0.99312, "loss_cls": 0.42166, "loss": 0.42166, "time": 0.22582}
+{"mode": "train", "epoch": 91, "iter": 500, "lr": 0.00858, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90875, "top5_acc": 0.99188, "loss_cls": 0.42119, "loss": 0.42119, "time": 0.22588}
+{"mode": "train", "epoch": 91, "iter": 600, "lr": 0.00857, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.90562, "top5_acc": 0.9925, "loss_cls": 0.44917, "loss": 0.44917, "time": 0.22553}
+{"mode": "train", "epoch": 91, "iter": 700, "lr": 0.00856, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90312, "top5_acc": 0.99188, "loss_cls": 0.44351, "loss": 0.44351, "time": 0.22483}
+{"mode": "train", "epoch": 91, "iter": 800, "lr": 0.00855, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90062, "top5_acc": 0.99062, "loss_cls": 0.46505, "loss": 0.46505, "time": 0.22455}
+{"mode": "train", "epoch": 91, "iter": 900, "lr": 0.00854, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90375, "top5_acc": 0.98625, "loss_cls": 0.47315, "loss": 0.47315, "time": 0.22448}
+{"mode": "train", "epoch": 91, "iter": 1000, "lr": 0.00853, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90188, "top5_acc": 0.98875, "loss_cls": 0.44474, "loss": 0.44474, "time": 0.22452}
+{"mode": "train", "epoch": 91, "iter": 1100, "lr": 0.00852, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90062, "top5_acc": 0.98562, "loss_cls": 0.47006, "loss": 0.47006, "time": 0.22462}
+{"mode": "train", "epoch": 91, "iter": 1200, "lr": 0.00851, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89812, "top5_acc": 0.99062, "loss_cls": 0.46611, "loss": 0.46611, "time": 0.2249}
+{"mode": "train", "epoch": 91, "iter": 1300, "lr": 0.0085, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.90312, "top5_acc": 0.99, "loss_cls": 0.46883, "loss": 0.46883, "time": 0.22411}
+{"mode": "train", "epoch": 91, "iter": 1400, "lr": 0.00849, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89812, "top5_acc": 0.99562, "loss_cls": 0.46586, "loss": 0.46586, "time": 0.22444}
+{"mode": "train", "epoch": 91, "iter": 1500, "lr": 0.00848, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89625, "top5_acc": 0.99062, "loss_cls": 0.49565, "loss": 0.49565, "time": 0.22427}
+{"mode": "train", "epoch": 91, "iter": 1600, "lr": 0.00847, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89938, "top5_acc": 0.98688, "loss_cls": 0.47924, "loss": 0.47924, "time": 0.22486}
+{"mode": "train", "epoch": 91, "iter": 1700, "lr": 0.00846, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.89625, "top5_acc": 0.99125, "loss_cls": 0.47276, "loss": 0.47276, "time": 0.22531}
+{"mode": "train", "epoch": 91, "iter": 1800, "lr": 0.00845, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.89688, "top5_acc": 0.99062, "loss_cls": 0.46564, "loss": 0.46564, "time": 0.22509}
+{"mode": "train", "epoch": 91, "iter": 1900, "lr": 0.00844, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.895, "top5_acc": 0.98812, "loss_cls": 0.51605, "loss": 0.51605, "time": 0.22484}
+{"mode": "train", "epoch": 91, "iter": 2000, "lr": 0.00843, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90625, "top5_acc": 0.99, "loss_cls": 0.43938, "loss": 0.43938, "time": 0.22453}
+{"mode": "train", "epoch": 91, "iter": 2100, "lr": 0.00842, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89125, "top5_acc": 0.985, "loss_cls": 0.51705, "loss": 0.51705, "time": 0.22486}
+{"mode": "train", "epoch": 91, "iter": 2200, "lr": 0.00841, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.89812, "top5_acc": 0.98938, "loss_cls": 0.48745, "loss": 0.48745, "time": 0.2246}
+{"mode": "train", "epoch": 91, "iter": 2300, "lr": 0.00839, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.88625, "top5_acc": 0.98812, "loss_cls": 0.52417, "loss": 0.52417, "time": 0.22504}
+{"mode": "val", "epoch": 91, "iter": 1184, "lr": 0.00839, "top1_acc": 0.91839, "top5_acc": 0.99176}
+{"mode": "train", "epoch": 92, "iter": 100, "lr": 0.00838, "memory": 6525, "data_time": 0.17021, "top1_acc": 0.94, "top5_acc": 0.99625, "loss_cls": 0.32936, "loss": 0.32936, "time": 0.39627}
+{"mode": "train", "epoch": 92, "iter": 200, "lr": 0.00837, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.9175, "top5_acc": 0.99375, "loss_cls": 0.37807, "loss": 0.37807, "time": 0.22532}
+{"mode": "train", "epoch": 92, "iter": 300, "lr": 0.00836, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92312, "top5_acc": 0.9925, "loss_cls": 0.39678, "loss": 0.39678, "time": 0.22599}
+{"mode": "train", "epoch": 92, "iter": 400, "lr": 0.00835, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.91875, "top5_acc": 0.995, "loss_cls": 0.38111, "loss": 0.38111, "time": 0.22555}
+{"mode": "train", "epoch": 92, "iter": 500, "lr": 0.00834, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.90875, "top5_acc": 0.995, "loss_cls": 0.4339, "loss": 0.4339, "time": 0.22619}
+{"mode": "train", "epoch": 92, "iter": 600, "lr": 0.00833, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.92688, "top5_acc": 0.99438, "loss_cls": 0.37492, "loss": 0.37492, "time": 0.22559}
+{"mode": "train", "epoch": 92, "iter": 700, "lr": 0.00832, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90062, "top5_acc": 0.9925, "loss_cls": 0.47805, "loss": 0.47805, "time": 0.22502}
+{"mode": "train", "epoch": 92, "iter": 800, "lr": 0.00831, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.91938, "top5_acc": 0.99625, "loss_cls": 0.41078, "loss": 0.41078, "time": 0.22599}
+{"mode": "train", "epoch": 92, "iter": 900, "lr": 0.00829, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9025, "top5_acc": 0.99125, "loss_cls": 0.42988, "loss": 0.42988, "time": 0.22473}
+{"mode": "train", "epoch": 92, "iter": 1000, "lr": 0.00828, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.89562, "top5_acc": 0.99062, "loss_cls": 0.48801, "loss": 0.48801, "time": 0.22488}
+{"mode": "train", "epoch": 92, "iter": 1100, "lr": 0.00827, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9125, "top5_acc": 0.98688, "loss_cls": 0.44583, "loss": 0.44583, "time": 0.22556}
+{"mode": "train", "epoch": 92, "iter": 1200, "lr": 0.00826, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89938, "top5_acc": 0.98812, "loss_cls": 0.47603, "loss": 0.47603, "time": 0.22498}
+{"mode": "train", "epoch": 92, "iter": 1300, "lr": 0.00825, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9125, "top5_acc": 0.99062, "loss_cls": 0.41548, "loss": 0.41548, "time": 0.22515}
+{"mode": "train", "epoch": 92, "iter": 1400, "lr": 0.00824, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9025, "top5_acc": 0.9925, "loss_cls": 0.43229, "loss": 0.43229, "time": 0.2249}
+{"mode": "train", "epoch": 92, "iter": 1500, "lr": 0.00823, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.90062, "top5_acc": 0.99312, "loss_cls": 0.46572, "loss": 0.46572, "time": 0.22474}
+{"mode": "train", "epoch": 92, "iter": 1600, "lr": 0.00822, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.89812, "top5_acc": 0.98938, "loss_cls": 0.47735, "loss": 0.47735, "time": 0.22477}
+{"mode": "train", "epoch": 92, "iter": 1700, "lr": 0.00821, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.91062, "top5_acc": 0.9875, "loss_cls": 0.44747, "loss": 0.44747, "time": 0.2251}
+{"mode": "train", "epoch": 92, "iter": 1800, "lr": 0.0082, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89938, "top5_acc": 0.98875, "loss_cls": 0.48216, "loss": 0.48216, "time": 0.22494}
+{"mode": "train", "epoch": 92, "iter": 1900, "lr": 0.00819, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.90188, "top5_acc": 0.99125, "loss_cls": 0.46012, "loss": 0.46012, "time": 0.22517}
+{"mode": "train", "epoch": 92, "iter": 2000, "lr": 0.00818, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89938, "top5_acc": 0.99188, "loss_cls": 0.46235, "loss": 0.46235, "time": 0.22567}
+{"mode": "train", "epoch": 92, "iter": 2100, "lr": 0.00817, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.90625, "top5_acc": 0.99, "loss_cls": 0.45371, "loss": 0.45371, "time": 0.22598}
+{"mode": "train", "epoch": 92, "iter": 2200, "lr": 0.00816, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.91188, "top5_acc": 0.99, "loss_cls": 0.41752, "loss": 0.41752, "time": 0.22547}
+{"mode": "train", "epoch": 92, "iter": 2300, "lr": 0.00815, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90562, "top5_acc": 0.98688, "loss_cls": 0.45739, "loss": 0.45739, "time": 0.22514}
+{"mode": "val", "epoch": 92, "iter": 1184, "lr": 0.00814, "top1_acc": 0.90677, "top5_acc": 0.9916}
+{"mode": "train", "epoch": 93, "iter": 100, "lr": 0.00813, "memory": 6525, "data_time": 0.17024, "top1_acc": 0.92875, "top5_acc": 0.99438, "loss_cls": 0.37436, "loss": 0.37436, "time": 0.3942}
+{"mode": "train", "epoch": 93, "iter": 200, "lr": 0.00812, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92125, "top5_acc": 0.99438, "loss_cls": 0.38129, "loss": 0.38129, "time": 0.22451}
+{"mode": "train", "epoch": 93, "iter": 300, "lr": 0.00811, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.90938, "top5_acc": 0.99438, "loss_cls": 0.413, "loss": 0.413, "time": 0.22421}
+{"mode": "train", "epoch": 93, "iter": 400, "lr": 0.0081, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92188, "top5_acc": 0.99438, "loss_cls": 0.36896, "loss": 0.36896, "time": 0.22446}
+{"mode": "train", "epoch": 93, "iter": 500, "lr": 0.00809, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9275, "top5_acc": 0.9925, "loss_cls": 0.36173, "loss": 0.36173, "time": 0.22458}
+{"mode": "train", "epoch": 93, "iter": 600, "lr": 0.00808, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.8975, "top5_acc": 0.9925, "loss_cls": 0.45113, "loss": 0.45113, "time": 0.22504}
+{"mode": "train", "epoch": 93, "iter": 700, "lr": 0.00807, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9025, "top5_acc": 0.99375, "loss_cls": 0.43177, "loss": 0.43177, "time": 0.22593}
+{"mode": "train", "epoch": 93, "iter": 800, "lr": 0.00806, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.90938, "top5_acc": 0.99062, "loss_cls": 0.43336, "loss": 0.43336, "time": 0.22515}
+{"mode": "train", "epoch": 93, "iter": 900, "lr": 0.00805, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90562, "top5_acc": 0.99062, "loss_cls": 0.45199, "loss": 0.45199, "time": 0.22408}
+{"mode": "train", "epoch": 93, "iter": 1000, "lr": 0.00804, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.91188, "top5_acc": 0.99062, "loss_cls": 0.42545, "loss": 0.42545, "time": 0.22451}
+{"mode": "train", "epoch": 93, "iter": 1100, "lr": 0.00803, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.91438, "top5_acc": 0.99188, "loss_cls": 0.43211, "loss": 0.43211, "time": 0.22514}
+{"mode": "train", "epoch": 93, "iter": 1200, "lr": 0.00802, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.895, "top5_acc": 0.9925, "loss_cls": 0.48831, "loss": 0.48831, "time": 0.2248}
+{"mode": "train", "epoch": 93, "iter": 1300, "lr": 0.00801, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9025, "top5_acc": 0.98938, "loss_cls": 0.46349, "loss": 0.46349, "time": 0.22491}
+{"mode": "train", "epoch": 93, "iter": 1400, "lr": 0.008, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90938, "top5_acc": 0.99, "loss_cls": 0.41708, "loss": 0.41708, "time": 0.22497}
+{"mode": "train", "epoch": 93, "iter": 1500, "lr": 0.00799, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.90438, "top5_acc": 0.99125, "loss_cls": 0.45309, "loss": 0.45309, "time": 0.2251}
+{"mode": "train", "epoch": 93, "iter": 1600, "lr": 0.00798, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90562, "top5_acc": 0.99312, "loss_cls": 0.41745, "loss": 0.41745, "time": 0.22479}
+{"mode": "train", "epoch": 93, "iter": 1700, "lr": 0.00797, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.905, "top5_acc": 0.98875, "loss_cls": 0.47389, "loss": 0.47389, "time": 0.22457}
+{"mode": "train", "epoch": 93, "iter": 1800, "lr": 0.00796, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.90188, "top5_acc": 0.9875, "loss_cls": 0.48562, "loss": 0.48562, "time": 0.225}
+{"mode": "train", "epoch": 93, "iter": 1900, "lr": 0.00795, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.89688, "top5_acc": 0.99, "loss_cls": 0.50409, "loss": 0.50409, "time": 0.22487}
+{"mode": "train", "epoch": 93, "iter": 2000, "lr": 0.00794, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90438, "top5_acc": 0.99, "loss_cls": 0.43889, "loss": 0.43889, "time": 0.22491}
+{"mode": "train", "epoch": 93, "iter": 2100, "lr": 0.00792, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.91312, "top5_acc": 0.98875, "loss_cls": 0.40946, "loss": 0.40946, "time": 0.22503}
+{"mode": "train", "epoch": 93, "iter": 2200, "lr": 0.00791, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90562, "top5_acc": 0.99438, "loss_cls": 0.45286, "loss": 0.45286, "time": 0.22557}
+{"mode": "train", "epoch": 93, "iter": 2300, "lr": 0.0079, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.89938, "top5_acc": 0.99375, "loss_cls": 0.43454, "loss": 0.43454, "time": 0.22678}
+{"mode": "val", "epoch": 93, "iter": 1184, "lr": 0.0079, "top1_acc": 0.89938, "top5_acc": 0.99091}
+{"mode": "train", "epoch": 94, "iter": 100, "lr": 0.00789, "memory": 6525, "data_time": 0.17145, "top1_acc": 0.91188, "top5_acc": 0.99188, "loss_cls": 0.42236, "loss": 0.42236, "time": 0.39637}
+{"mode": "train", "epoch": 94, "iter": 200, "lr": 0.00788, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90812, "top5_acc": 0.98875, "loss_cls": 0.45996, "loss": 0.45996, "time": 0.22579}
+{"mode": "train", "epoch": 94, "iter": 300, "lr": 0.00787, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.905, "top5_acc": 0.99438, "loss_cls": 0.41763, "loss": 0.41763, "time": 0.22657}
+{"mode": "train", "epoch": 94, "iter": 400, "lr": 0.00786, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.91562, "top5_acc": 0.99438, "loss_cls": 0.37451, "loss": 0.37451, "time": 0.22651}
+{"mode": "train", "epoch": 94, "iter": 500, "lr": 0.00785, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.91938, "top5_acc": 0.99312, "loss_cls": 0.38361, "loss": 0.38361, "time": 0.2251}
+{"mode": "train", "epoch": 94, "iter": 600, "lr": 0.00784, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.91688, "top5_acc": 0.99188, "loss_cls": 0.4234, "loss": 0.4234, "time": 0.22505}
+{"mode": "train", "epoch": 94, "iter": 700, "lr": 0.00783, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.915, "top5_acc": 0.99188, "loss_cls": 0.41797, "loss": 0.41797, "time": 0.22556}
+{"mode": "train", "epoch": 94, "iter": 800, "lr": 0.00782, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.92938, "top5_acc": 0.99438, "loss_cls": 0.35929, "loss": 0.35929, "time": 0.22474}
+{"mode": "train", "epoch": 94, "iter": 900, "lr": 0.00781, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.91062, "top5_acc": 0.99125, "loss_cls": 0.42232, "loss": 0.42232, "time": 0.22461}
+{"mode": "train", "epoch": 94, "iter": 1000, "lr": 0.0078, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.905, "top5_acc": 0.99312, "loss_cls": 0.45257, "loss": 0.45257, "time": 0.2268}
+{"mode": "train", "epoch": 94, "iter": 1100, "lr": 0.00778, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.91688, "top5_acc": 0.99062, "loss_cls": 0.38291, "loss": 0.38291, "time": 0.22622}
+{"mode": "train", "epoch": 94, "iter": 1200, "lr": 0.00777, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.915, "top5_acc": 0.98812, "loss_cls": 0.43513, "loss": 0.43513, "time": 0.22574}
+{"mode": "train", "epoch": 94, "iter": 1300, "lr": 0.00776, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90125, "top5_acc": 0.99312, "loss_cls": 0.46054, "loss": 0.46054, "time": 0.22625}
+{"mode": "train", "epoch": 94, "iter": 1400, "lr": 0.00775, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89938, "top5_acc": 0.99, "loss_cls": 0.45862, "loss": 0.45862, "time": 0.225}
+{"mode": "train", "epoch": 94, "iter": 1500, "lr": 0.00774, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.90812, "top5_acc": 0.99125, "loss_cls": 0.44217, "loss": 0.44217, "time": 0.22486}
+{"mode": "train", "epoch": 94, "iter": 1600, "lr": 0.00773, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.91938, "top5_acc": 0.99562, "loss_cls": 0.3948, "loss": 0.3948, "time": 0.22509}
+{"mode": "train", "epoch": 94, "iter": 1700, "lr": 0.00772, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.91312, "top5_acc": 0.99188, "loss_cls": 0.41247, "loss": 0.41247, "time": 0.2255}
+{"mode": "train", "epoch": 94, "iter": 1800, "lr": 0.00771, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9125, "top5_acc": 0.99125, "loss_cls": 0.43804, "loss": 0.43804, "time": 0.22604}
+{"mode": "train", "epoch": 94, "iter": 1900, "lr": 0.0077, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92125, "top5_acc": 0.99375, "loss_cls": 0.39577, "loss": 0.39577, "time": 0.22571}
+{"mode": "train", "epoch": 94, "iter": 2000, "lr": 0.00769, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.90562, "top5_acc": 0.99062, "loss_cls": 0.45449, "loss": 0.45449, "time": 0.2249}
+{"mode": "train", "epoch": 94, "iter": 2100, "lr": 0.00768, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.89312, "top5_acc": 0.99, "loss_cls": 0.45286, "loss": 0.45286, "time": 0.22455}
+{"mode": "train", "epoch": 94, "iter": 2200, "lr": 0.00767, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.91, "top5_acc": 0.98875, "loss_cls": 0.44795, "loss": 0.44795, "time": 0.22427}
+{"mode": "train", "epoch": 94, "iter": 2300, "lr": 0.00766, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.91, "top5_acc": 0.99188, "loss_cls": 0.42392, "loss": 0.42392, "time": 0.22414}
+{"mode": "val", "epoch": 94, "iter": 1184, "lr": 0.00766, "top1_acc": 0.89378, "top5_acc": 0.99107}
+{"mode": "train", "epoch": 95, "iter": 100, "lr": 0.00765, "memory": 6525, "data_time": 0.17467, "top1_acc": 0.9325, "top5_acc": 0.99438, "loss_cls": 0.3308, "loss": 0.3308, "time": 0.3992}
+{"mode": "train", "epoch": 95, "iter": 200, "lr": 0.00764, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.92062, "top5_acc": 0.99625, "loss_cls": 0.37062, "loss": 0.37062, "time": 0.22487}
+{"mode": "train", "epoch": 95, "iter": 300, "lr": 0.00763, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.90875, "top5_acc": 0.99125, "loss_cls": 0.42789, "loss": 0.42789, "time": 0.22684}
+{"mode": "train", "epoch": 95, "iter": 400, "lr": 0.00762, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.93, "top5_acc": 0.99562, "loss_cls": 0.34561, "loss": 0.34561, "time": 0.22653}
+{"mode": "train", "epoch": 95, "iter": 500, "lr": 0.0076, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90375, "top5_acc": 0.99312, "loss_cls": 0.43787, "loss": 0.43787, "time": 0.22595}
+{"mode": "train", "epoch": 95, "iter": 600, "lr": 0.00759, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.91125, "top5_acc": 0.99062, "loss_cls": 0.42832, "loss": 0.42832, "time": 0.22578}
+{"mode": "train", "epoch": 95, "iter": 700, "lr": 0.00758, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.90562, "top5_acc": 0.9925, "loss_cls": 0.41409, "loss": 0.41409, "time": 0.22595}
+{"mode": "train", "epoch": 95, "iter": 800, "lr": 0.00757, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.91688, "top5_acc": 0.99312, "loss_cls": 0.38167, "loss": 0.38167, "time": 0.22544}
+{"mode": "train", "epoch": 95, "iter": 900, "lr": 0.00756, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.905, "top5_acc": 0.99312, "loss_cls": 0.41675, "loss": 0.41675, "time": 0.22517}
+{"mode": "train", "epoch": 95, "iter": 1000, "lr": 0.00755, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.92812, "top5_acc": 0.99375, "loss_cls": 0.36072, "loss": 0.36072, "time": 0.2251}
+{"mode": "train", "epoch": 95, "iter": 1100, "lr": 0.00754, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90375, "top5_acc": 0.99062, "loss_cls": 0.42949, "loss": 0.42949, "time": 0.22529}
+{"mode": "train", "epoch": 95, "iter": 1200, "lr": 0.00753, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.91375, "top5_acc": 0.9925, "loss_cls": 0.42278, "loss": 0.42278, "time": 0.22498}
+{"mode": "train", "epoch": 95, "iter": 1300, "lr": 0.00752, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90938, "top5_acc": 0.99125, "loss_cls": 0.4155, "loss": 0.4155, "time": 0.22499}
+{"mode": "train", "epoch": 95, "iter": 1400, "lr": 0.00751, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.90062, "top5_acc": 0.99188, "loss_cls": 0.46144, "loss": 0.46144, "time": 0.22692}
+{"mode": "train", "epoch": 95, "iter": 1500, "lr": 0.0075, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.91562, "top5_acc": 0.99188, "loss_cls": 0.40875, "loss": 0.40875, "time": 0.22507}
+{"mode": "train", "epoch": 95, "iter": 1600, "lr": 0.00749, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.90625, "top5_acc": 0.98938, "loss_cls": 0.43119, "loss": 0.43119, "time": 0.2255}
+{"mode": "train", "epoch": 95, "iter": 1700, "lr": 0.00748, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.915, "top5_acc": 0.98938, "loss_cls": 0.40963, "loss": 0.40963, "time": 0.22521}
+{"mode": "train", "epoch": 95, "iter": 1800, "lr": 0.00747, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.92438, "top5_acc": 0.99062, "loss_cls": 0.38211, "loss": 0.38211, "time": 0.22471}
+{"mode": "train", "epoch": 95, "iter": 1900, "lr": 0.00746, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9125, "top5_acc": 0.99312, "loss_cls": 0.44042, "loss": 0.44042, "time": 0.22468}
+{"mode": "train", "epoch": 95, "iter": 2000, "lr": 0.00745, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9175, "top5_acc": 0.99312, "loss_cls": 0.40003, "loss": 0.40003, "time": 0.225}
+{"mode": "train", "epoch": 95, "iter": 2100, "lr": 0.00744, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.8975, "top5_acc": 0.99188, "loss_cls": 0.46437, "loss": 0.46437, "time": 0.22518}
+{"mode": "train", "epoch": 95, "iter": 2200, "lr": 0.00743, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.90188, "top5_acc": 0.99062, "loss_cls": 0.49245, "loss": 0.49245, "time": 0.22593}
+{"mode": "train", "epoch": 95, "iter": 2300, "lr": 0.00742, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.91875, "top5_acc": 0.995, "loss_cls": 0.38141, "loss": 0.38141, "time": 0.22521}
+{"mode": "val", "epoch": 95, "iter": 1184, "lr": 0.00742, "top1_acc": 0.90598, "top5_acc": 0.99202}
+{"mode": "train", "epoch": 96, "iter": 100, "lr": 0.00741, "memory": 6525, "data_time": 0.16938, "top1_acc": 0.91812, "top5_acc": 0.9925, "loss_cls": 0.38396, "loss": 0.38396, "time": 0.39424}
+{"mode": "train", "epoch": 96, "iter": 200, "lr": 0.0074, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92, "top5_acc": 0.99188, "loss_cls": 0.37614, "loss": 0.37614, "time": 0.22408}
+{"mode": "train", "epoch": 96, "iter": 300, "lr": 0.00739, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.91625, "top5_acc": 0.99312, "loss_cls": 0.38153, "loss": 0.38153, "time": 0.22542}
+{"mode": "train", "epoch": 96, "iter": 400, "lr": 0.00738, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.91562, "top5_acc": 0.995, "loss_cls": 0.39972, "loss": 0.39972, "time": 0.22491}
+{"mode": "train", "epoch": 96, "iter": 500, "lr": 0.00737, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.91875, "top5_acc": 0.9925, "loss_cls": 0.36613, "loss": 0.36613, "time": 0.22495}
+{"mode": "train", "epoch": 96, "iter": 600, "lr": 0.00735, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.93125, "top5_acc": 0.9925, "loss_cls": 0.34133, "loss": 0.34133, "time": 0.22541}
+{"mode": "train", "epoch": 96, "iter": 700, "lr": 0.00734, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.93188, "top5_acc": 0.99312, "loss_cls": 0.35578, "loss": 0.35578, "time": 0.22552}
+{"mode": "train", "epoch": 96, "iter": 800, "lr": 0.00733, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.91375, "top5_acc": 0.9925, "loss_cls": 0.40242, "loss": 0.40242, "time": 0.2265}
+{"mode": "train", "epoch": 96, "iter": 900, "lr": 0.00732, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.89625, "top5_acc": 0.99312, "loss_cls": 0.46142, "loss": 0.46142, "time": 0.22624}
+{"mode": "train", "epoch": 96, "iter": 1000, "lr": 0.00731, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.91438, "top5_acc": 0.99312, "loss_cls": 0.39142, "loss": 0.39142, "time": 0.22633}
+{"mode": "train", "epoch": 96, "iter": 1100, "lr": 0.0073, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.91062, "top5_acc": 0.99438, "loss_cls": 0.3932, "loss": 0.3932, "time": 0.2262}
+{"mode": "train", "epoch": 96, "iter": 1200, "lr": 0.00729, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.91188, "top5_acc": 0.99125, "loss_cls": 0.44093, "loss": 0.44093, "time": 0.22734}
+{"mode": "train", "epoch": 96, "iter": 1300, "lr": 0.00728, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.91562, "top5_acc": 0.99562, "loss_cls": 0.39497, "loss": 0.39497, "time": 0.22673}
+{"mode": "train", "epoch": 96, "iter": 1400, "lr": 0.00727, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90875, "top5_acc": 0.99312, "loss_cls": 0.4093, "loss": 0.4093, "time": 0.22499}
+{"mode": "train", "epoch": 96, "iter": 1500, "lr": 0.00726, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.91, "top5_acc": 0.985, "loss_cls": 0.45091, "loss": 0.45091, "time": 0.22585}
+{"mode": "train", "epoch": 96, "iter": 1600, "lr": 0.00725, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90688, "top5_acc": 0.9925, "loss_cls": 0.42621, "loss": 0.42621, "time": 0.22616}
+{"mode": "train", "epoch": 96, "iter": 1700, "lr": 0.00724, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.91312, "top5_acc": 0.99125, "loss_cls": 0.4127, "loss": 0.4127, "time": 0.22543}
+{"mode": "train", "epoch": 96, "iter": 1800, "lr": 0.00723, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90438, "top5_acc": 0.98812, "loss_cls": 0.4523, "loss": 0.4523, "time": 0.22554}
+{"mode": "train", "epoch": 96, "iter": 1900, "lr": 0.00722, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.90562, "top5_acc": 0.99125, "loss_cls": 0.45114, "loss": 0.45114, "time": 0.22558}
+{"mode": "train", "epoch": 96, "iter": 2000, "lr": 0.00721, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.91938, "top5_acc": 0.99375, "loss_cls": 0.3778, "loss": 0.3778, "time": 0.22523}
+{"mode": "train", "epoch": 96, "iter": 2100, "lr": 0.0072, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.91625, "top5_acc": 0.99312, "loss_cls": 0.41242, "loss": 0.41242, "time": 0.22533}
+{"mode": "train", "epoch": 96, "iter": 2200, "lr": 0.00719, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.90375, "top5_acc": 0.99188, "loss_cls": 0.4437, "loss": 0.4437, "time": 0.22461}
+{"mode": "train", "epoch": 96, "iter": 2300, "lr": 0.00718, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.8975, "top5_acc": 0.98938, "loss_cls": 0.46211, "loss": 0.46211, "time": 0.22438}
+{"mode": "val", "epoch": 96, "iter": 1184, "lr": 0.00718, "top1_acc": 0.90503, "top5_acc": 0.99107}
+{"mode": "train", "epoch": 97, "iter": 100, "lr": 0.00717, "memory": 6525, "data_time": 0.17133, "top1_acc": 0.92188, "top5_acc": 0.99562, "loss_cls": 0.36282, "loss": 0.36282, "time": 0.39683}
+{"mode": "train", "epoch": 97, "iter": 200, "lr": 0.00716, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.94125, "top5_acc": 0.995, "loss_cls": 0.30942, "loss": 0.30942, "time": 0.2253}
+{"mode": "train", "epoch": 97, "iter": 300, "lr": 0.00715, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.92438, "top5_acc": 0.99438, "loss_cls": 0.36274, "loss": 0.36274, "time": 0.22542}
+{"mode": "train", "epoch": 97, "iter": 400, "lr": 0.00714, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.92125, "top5_acc": 0.99125, "loss_cls": 0.3778, "loss": 0.3778, "time": 0.22566}
+{"mode": "train", "epoch": 97, "iter": 500, "lr": 0.00713, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.91375, "top5_acc": 0.99438, "loss_cls": 0.38496, "loss": 0.38496, "time": 0.22631}
+{"mode": "train", "epoch": 97, "iter": 600, "lr": 0.00712, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.90438, "top5_acc": 0.99562, "loss_cls": 0.4077, "loss": 0.4077, "time": 0.22474}
+{"mode": "train", "epoch": 97, "iter": 700, "lr": 0.00711, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.91562, "top5_acc": 0.99375, "loss_cls": 0.4324, "loss": 0.4324, "time": 0.22421}
+{"mode": "train", "epoch": 97, "iter": 800, "lr": 0.0071, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.93062, "top5_acc": 0.99312, "loss_cls": 0.35879, "loss": 0.35879, "time": 0.22468}
+{"mode": "train", "epoch": 97, "iter": 900, "lr": 0.00709, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.92, "top5_acc": 0.99312, "loss_cls": 0.38819, "loss": 0.38819, "time": 0.22511}
+{"mode": "train", "epoch": 97, "iter": 1000, "lr": 0.00708, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90125, "top5_acc": 0.99188, "loss_cls": 0.43742, "loss": 0.43742, "time": 0.22494}
+{"mode": "train", "epoch": 97, "iter": 1100, "lr": 0.00707, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.90938, "top5_acc": 0.99375, "loss_cls": 0.42203, "loss": 0.42203, "time": 0.22466}
+{"mode": "train", "epoch": 97, "iter": 1200, "lr": 0.00706, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.91, "top5_acc": 0.99375, "loss_cls": 0.43552, "loss": 0.43552, "time": 0.22665}
+{"mode": "train", "epoch": 97, "iter": 1300, "lr": 0.00705, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.91812, "top5_acc": 0.99562, "loss_cls": 0.36287, "loss": 0.36287, "time": 0.22659}
+{"mode": "train", "epoch": 97, "iter": 1400, "lr": 0.00704, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.915, "top5_acc": 0.99, "loss_cls": 0.39483, "loss": 0.39483, "time": 0.22725}
+{"mode": "train", "epoch": 97, "iter": 1500, "lr": 0.00703, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.91, "top5_acc": 0.99062, "loss_cls": 0.439, "loss": 0.439, "time": 0.22631}
+{"mode": "train", "epoch": 97, "iter": 1600, "lr": 0.00702, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9075, "top5_acc": 0.98938, "loss_cls": 0.45722, "loss": 0.45722, "time": 0.22549}
+{"mode": "train", "epoch": 97, "iter": 1700, "lr": 0.00701, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9225, "top5_acc": 0.995, "loss_cls": 0.36424, "loss": 0.36424, "time": 0.22499}
+{"mode": "train", "epoch": 97, "iter": 1800, "lr": 0.007, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9125, "top5_acc": 0.99812, "loss_cls": 0.38812, "loss": 0.38812, "time": 0.22517}
+{"mode": "train", "epoch": 97, "iter": 1900, "lr": 0.00699, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.91438, "top5_acc": 0.99188, "loss_cls": 0.41765, "loss": 0.41765, "time": 0.22558}
+{"mode": "train", "epoch": 97, "iter": 2000, "lr": 0.00698, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.915, "top5_acc": 0.99312, "loss_cls": 0.38831, "loss": 0.38831, "time": 0.22511}
+{"mode": "train", "epoch": 97, "iter": 2100, "lr": 0.00697, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.89938, "top5_acc": 0.99125, "loss_cls": 0.45233, "loss": 0.45233, "time": 0.22544}
+{"mode": "train", "epoch": 97, "iter": 2200, "lr": 0.00696, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9075, "top5_acc": 0.99562, "loss_cls": 0.39455, "loss": 0.39455, "time": 0.22515}
+{"mode": "train", "epoch": 97, "iter": 2300, "lr": 0.00695, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.91188, "top5_acc": 0.9925, "loss_cls": 0.43437, "loss": 0.43437, "time": 0.22494}
+{"mode": "val", "epoch": 97, "iter": 1184, "lr": 0.00694, "top1_acc": 0.90719, "top5_acc": 0.99208}
+{"mode": "train", "epoch": 98, "iter": 100, "lr": 0.00693, "memory": 6525, "data_time": 0.17434, "top1_acc": 0.93125, "top5_acc": 0.99688, "loss_cls": 0.3372, "loss": 0.3372, "time": 0.39948}
+{"mode": "train", "epoch": 98, "iter": 200, "lr": 0.00692, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.93, "top5_acc": 0.99562, "loss_cls": 0.3301, "loss": 0.3301, "time": 0.22489}
+{"mode": "train", "epoch": 98, "iter": 300, "lr": 0.00691, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.92812, "top5_acc": 0.995, "loss_cls": 0.33513, "loss": 0.33513, "time": 0.22519}
+{"mode": "train", "epoch": 98, "iter": 400, "lr": 0.0069, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.925, "top5_acc": 0.99625, "loss_cls": 0.33627, "loss": 0.33627, "time": 0.22512}
+{"mode": "train", "epoch": 98, "iter": 500, "lr": 0.00689, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92125, "top5_acc": 0.99375, "loss_cls": 0.36191, "loss": 0.36191, "time": 0.22618}
+{"mode": "train", "epoch": 98, "iter": 600, "lr": 0.00688, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.91312, "top5_acc": 0.99438, "loss_cls": 0.39997, "loss": 0.39997, "time": 0.22695}
+{"mode": "train", "epoch": 98, "iter": 700, "lr": 0.00687, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.91625, "top5_acc": 0.995, "loss_cls": 0.37493, "loss": 0.37493, "time": 0.2275}
+{"mode": "train", "epoch": 98, "iter": 800, "lr": 0.00686, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.91812, "top5_acc": 0.99438, "loss_cls": 0.37297, "loss": 0.37297, "time": 0.22569}
+{"mode": "train", "epoch": 98, "iter": 900, "lr": 0.00685, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.92125, "top5_acc": 0.9975, "loss_cls": 0.34656, "loss": 0.34656, "time": 0.22681}
+{"mode": "train", "epoch": 98, "iter": 1000, "lr": 0.00684, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.9225, "top5_acc": 0.99562, "loss_cls": 0.38438, "loss": 0.38438, "time": 0.2269}
+{"mode": "train", "epoch": 98, "iter": 1100, "lr": 0.00683, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.92625, "top5_acc": 0.995, "loss_cls": 0.36919, "loss": 0.36919, "time": 0.22591}
+{"mode": "train", "epoch": 98, "iter": 1200, "lr": 0.00682, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.91625, "top5_acc": 0.99438, "loss_cls": 0.36816, "loss": 0.36816, "time": 0.22622}
+{"mode": "train", "epoch": 98, "iter": 1300, "lr": 0.00681, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.94062, "top5_acc": 0.9975, "loss_cls": 0.30733, "loss": 0.30733, "time": 0.22571}
+{"mode": "train", "epoch": 98, "iter": 1400, "lr": 0.0068, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.91375, "top5_acc": 0.99312, "loss_cls": 0.40688, "loss": 0.40688, "time": 0.22561}
+{"mode": "train", "epoch": 98, "iter": 1500, "lr": 0.00679, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.91938, "top5_acc": 0.99062, "loss_cls": 0.41454, "loss": 0.41454, "time": 0.22525}
+{"mode": "train", "epoch": 98, "iter": 1600, "lr": 0.00678, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.915, "top5_acc": 0.9925, "loss_cls": 0.3969, "loss": 0.3969, "time": 0.22479}
+{"mode": "train", "epoch": 98, "iter": 1700, "lr": 0.00677, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.92188, "top5_acc": 0.99188, "loss_cls": 0.37004, "loss": 0.37004, "time": 0.22453}
+{"mode": "train", "epoch": 98, "iter": 1800, "lr": 0.00676, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.91812, "top5_acc": 0.99188, "loss_cls": 0.40249, "loss": 0.40249, "time": 0.22451}
+{"mode": "train", "epoch": 98, "iter": 1900, "lr": 0.00675, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.91688, "top5_acc": 0.99375, "loss_cls": 0.39189, "loss": 0.39189, "time": 0.22482}
+{"mode": "train", "epoch": 98, "iter": 2000, "lr": 0.00674, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.915, "top5_acc": 0.9925, "loss_cls": 0.38095, "loss": 0.38095, "time": 0.22585}
+{"mode": "train", "epoch": 98, "iter": 2100, "lr": 0.00673, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9175, "top5_acc": 0.9925, "loss_cls": 0.41917, "loss": 0.41917, "time": 0.22554}
+{"mode": "train", "epoch": 98, "iter": 2200, "lr": 0.00672, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.92438, "top5_acc": 0.99062, "loss_cls": 0.37098, "loss": 0.37098, "time": 0.22517}
+{"mode": "train", "epoch": 98, "iter": 2300, "lr": 0.00671, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9175, "top5_acc": 0.99312, "loss_cls": 0.42035, "loss": 0.42035, "time": 0.2253}
+{"mode": "val", "epoch": 98, "iter": 1184, "lr": 0.00671, "top1_acc": 0.92352, "top5_acc": 0.99239}
+{"mode": "train", "epoch": 99, "iter": 100, "lr": 0.0067, "memory": 6525, "data_time": 0.17264, "top1_acc": 0.945, "top5_acc": 0.99438, "loss_cls": 0.30173, "loss": 0.30173, "time": 0.39879}
+{"mode": "train", "epoch": 99, "iter": 200, "lr": 0.00669, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.93062, "top5_acc": 0.99625, "loss_cls": 0.34184, "loss": 0.34184, "time": 0.22457}
+{"mode": "train", "epoch": 99, "iter": 300, "lr": 0.00668, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.92375, "top5_acc": 0.99688, "loss_cls": 0.34428, "loss": 0.34428, "time": 0.22488}
+{"mode": "train", "epoch": 99, "iter": 400, "lr": 0.00667, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.92, "top5_acc": 0.99562, "loss_cls": 0.36701, "loss": 0.36701, "time": 0.22468}
+{"mode": "train", "epoch": 99, "iter": 500, "lr": 0.00666, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.92688, "top5_acc": 0.9925, "loss_cls": 0.35792, "loss": 0.35792, "time": 0.22549}
+{"mode": "train", "epoch": 99, "iter": 600, "lr": 0.00665, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.91688, "top5_acc": 0.995, "loss_cls": 0.36827, "loss": 0.36827, "time": 0.22494}
+{"mode": "train", "epoch": 99, "iter": 700, "lr": 0.00664, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92625, "top5_acc": 0.99625, "loss_cls": 0.35885, "loss": 0.35885, "time": 0.22536}
+{"mode": "train", "epoch": 99, "iter": 800, "lr": 0.00663, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.91688, "top5_acc": 0.99375, "loss_cls": 0.37291, "loss": 0.37291, "time": 0.22558}
+{"mode": "train", "epoch": 99, "iter": 900, "lr": 0.00662, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.93312, "top5_acc": 0.99188, "loss_cls": 0.34619, "loss": 0.34619, "time": 0.22483}
+{"mode": "train", "epoch": 99, "iter": 1000, "lr": 0.00661, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.905, "top5_acc": 0.9925, "loss_cls": 0.40202, "loss": 0.40202, "time": 0.22614}
+{"mode": "train", "epoch": 99, "iter": 1100, "lr": 0.0066, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.91875, "top5_acc": 0.99188, "loss_cls": 0.40844, "loss": 0.40844, "time": 0.22589}
+{"mode": "train", "epoch": 99, "iter": 1200, "lr": 0.00659, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92688, "top5_acc": 0.99562, "loss_cls": 0.35849, "loss": 0.35849, "time": 0.22539}
+{"mode": "train", "epoch": 99, "iter": 1300, "lr": 0.00658, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.89812, "top5_acc": 0.99375, "loss_cls": 0.45935, "loss": 0.45935, "time": 0.225}
+{"mode": "train", "epoch": 99, "iter": 1400, "lr": 0.00657, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9225, "top5_acc": 0.99125, "loss_cls": 0.35522, "loss": 0.35522, "time": 0.22498}
+{"mode": "train", "epoch": 99, "iter": 1500, "lr": 0.00656, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92688, "top5_acc": 0.99625, "loss_cls": 0.34737, "loss": 0.34737, "time": 0.2246}
+{"mode": "train", "epoch": 99, "iter": 1600, "lr": 0.00655, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.93438, "top5_acc": 0.99562, "loss_cls": 0.32255, "loss": 0.32255, "time": 0.22592}
+{"mode": "train", "epoch": 99, "iter": 1700, "lr": 0.00654, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.91688, "top5_acc": 0.99375, "loss_cls": 0.3923, "loss": 0.3923, "time": 0.22622}
+{"mode": "train", "epoch": 99, "iter": 1800, "lr": 0.00653, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92188, "top5_acc": 0.99375, "loss_cls": 0.36485, "loss": 0.36485, "time": 0.22554}
+{"mode": "train", "epoch": 99, "iter": 1900, "lr": 0.00652, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.90438, "top5_acc": 0.99312, "loss_cls": 0.4288, "loss": 0.4288, "time": 0.22503}
+{"mode": "train", "epoch": 99, "iter": 2000, "lr": 0.00651, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.90438, "top5_acc": 0.99, "loss_cls": 0.43947, "loss": 0.43947, "time": 0.22468}
+{"mode": "train", "epoch": 99, "iter": 2100, "lr": 0.0065, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.90625, "top5_acc": 0.99375, "loss_cls": 0.42083, "loss": 0.42083, "time": 0.22491}
+{"mode": "train", "epoch": 99, "iter": 2200, "lr": 0.00649, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.915, "top5_acc": 0.9925, "loss_cls": 0.41608, "loss": 0.41608, "time": 0.22506}
+{"mode": "train", "epoch": 99, "iter": 2300, "lr": 0.00648, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.92, "top5_acc": 0.99062, "loss_cls": 0.36973, "loss": 0.36973, "time": 0.22554}
+{"mode": "val", "epoch": 99, "iter": 1184, "lr": 0.00648, "top1_acc": 0.90994, "top5_acc": 0.99139}
+{"mode": "train", "epoch": 100, "iter": 100, "lr": 0.00647, "memory": 6525, "data_time": 0.16974, "top1_acc": 0.925, "top5_acc": 0.99625, "loss_cls": 0.35544, "loss": 0.35544, "time": 0.39521}
+{"mode": "train", "epoch": 100, "iter": 200, "lr": 0.00646, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9425, "top5_acc": 0.9975, "loss_cls": 0.27507, "loss": 0.27507, "time": 0.22472}
+{"mode": "train", "epoch": 100, "iter": 300, "lr": 0.00645, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.93125, "top5_acc": 0.99688, "loss_cls": 0.35107, "loss": 0.35107, "time": 0.2249}
+{"mode": "train", "epoch": 100, "iter": 400, "lr": 0.00644, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.93875, "top5_acc": 0.99938, "loss_cls": 0.28744, "loss": 0.28744, "time": 0.22456}
+{"mode": "train", "epoch": 100, "iter": 500, "lr": 0.00643, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9275, "top5_acc": 0.995, "loss_cls": 0.3432, "loss": 0.3432, "time": 0.22408}
+{"mode": "train", "epoch": 100, "iter": 600, "lr": 0.00642, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.91688, "top5_acc": 0.99375, "loss_cls": 0.37244, "loss": 0.37244, "time": 0.2245}
+{"mode": "train", "epoch": 100, "iter": 700, "lr": 0.00641, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.9375, "top5_acc": 0.99688, "loss_cls": 0.30281, "loss": 0.30281, "time": 0.22577}
+{"mode": "train", "epoch": 100, "iter": 800, "lr": 0.0064, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.92812, "top5_acc": 0.99312, "loss_cls": 0.35189, "loss": 0.35189, "time": 0.225}
+{"mode": "train", "epoch": 100, "iter": 900, "lr": 0.00639, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.925, "top5_acc": 0.99125, "loss_cls": 0.36383, "loss": 0.36383, "time": 0.22512}
+{"mode": "train", "epoch": 100, "iter": 1000, "lr": 0.00638, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93375, "top5_acc": 0.99625, "loss_cls": 0.32533, "loss": 0.32533, "time": 0.22548}
+{"mode": "train", "epoch": 100, "iter": 1100, "lr": 0.00637, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93062, "top5_acc": 0.99562, "loss_cls": 0.32324, "loss": 0.32324, "time": 0.22671}
+{"mode": "train", "epoch": 100, "iter": 1200, "lr": 0.00636, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92688, "top5_acc": 0.99688, "loss_cls": 0.33604, "loss": 0.33604, "time": 0.22573}
+{"mode": "train", "epoch": 100, "iter": 1300, "lr": 0.00635, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.93438, "top5_acc": 0.99375, "loss_cls": 0.32406, "loss": 0.32406, "time": 0.22607}
+{"mode": "train", "epoch": 100, "iter": 1400, "lr": 0.00634, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.925, "top5_acc": 0.99125, "loss_cls": 0.36278, "loss": 0.36278, "time": 0.2258}
+{"mode": "train", "epoch": 100, "iter": 1500, "lr": 0.00633, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.92062, "top5_acc": 0.99, "loss_cls": 0.40395, "loss": 0.40395, "time": 0.2263}
+{"mode": "train", "epoch": 100, "iter": 1600, "lr": 0.00632, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9175, "top5_acc": 0.99188, "loss_cls": 0.3775, "loss": 0.3775, "time": 0.22609}
+{"mode": "train", "epoch": 100, "iter": 1700, "lr": 0.00631, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.92125, "top5_acc": 0.98875, "loss_cls": 0.4177, "loss": 0.4177, "time": 0.22639}
+{"mode": "train", "epoch": 100, "iter": 1800, "lr": 0.0063, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9225, "top5_acc": 0.9975, "loss_cls": 0.37844, "loss": 0.37844, "time": 0.22633}
+{"mode": "train", "epoch": 100, "iter": 1900, "lr": 0.00629, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.91688, "top5_acc": 0.99312, "loss_cls": 0.37581, "loss": 0.37581, "time": 0.2263}
+{"mode": "train", "epoch": 100, "iter": 2000, "lr": 0.00628, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9375, "top5_acc": 0.99562, "loss_cls": 0.30147, "loss": 0.30147, "time": 0.22621}
+{"mode": "train", "epoch": 100, "iter": 2100, "lr": 0.00627, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.92562, "top5_acc": 0.995, "loss_cls": 0.32539, "loss": 0.32539, "time": 0.22629}
+{"mode": "train", "epoch": 100, "iter": 2200, "lr": 0.00626, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.91562, "top5_acc": 0.99312, "loss_cls": 0.41877, "loss": 0.41877, "time": 0.22619}
+{"mode": "train", "epoch": 100, "iter": 2300, "lr": 0.00626, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9325, "top5_acc": 0.995, "loss_cls": 0.34163, "loss": 0.34163, "time": 0.22634}
+{"mode": "val", "epoch": 100, "iter": 1184, "lr": 0.00625, "top1_acc": 0.92278, "top5_acc": 0.99245}
+{"mode": "train", "epoch": 101, "iter": 100, "lr": 0.00624, "memory": 6525, "data_time": 0.17108, "top1_acc": 0.92688, "top5_acc": 0.99438, "loss_cls": 0.32294, "loss": 0.32294, "time": 0.39541}
+{"mode": "train", "epoch": 101, "iter": 200, "lr": 0.00623, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.94, "top5_acc": 0.99812, "loss_cls": 0.3006, "loss": 0.3006, "time": 0.22405}
+{"mode": "train", "epoch": 101, "iter": 300, "lr": 0.00622, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.93125, "top5_acc": 0.99625, "loss_cls": 0.3165, "loss": 0.3165, "time": 0.22438}
+{"mode": "train", "epoch": 101, "iter": 400, "lr": 0.00621, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.925, "top5_acc": 0.995, "loss_cls": 0.37919, "loss": 0.37919, "time": 0.22518}
+{"mode": "train", "epoch": 101, "iter": 500, "lr": 0.0062, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.92188, "top5_acc": 0.99375, "loss_cls": 0.36244, "loss": 0.36244, "time": 0.22481}
+{"mode": "train", "epoch": 101, "iter": 600, "lr": 0.00619, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.91812, "top5_acc": 0.99562, "loss_cls": 0.34801, "loss": 0.34801, "time": 0.22475}
+{"mode": "train", "epoch": 101, "iter": 700, "lr": 0.00618, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.91938, "top5_acc": 0.99562, "loss_cls": 0.37182, "loss": 0.37182, "time": 0.22557}
+{"mode": "train", "epoch": 101, "iter": 800, "lr": 0.00617, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.9375, "top5_acc": 0.99125, "loss_cls": 0.34325, "loss": 0.34325, "time": 0.22631}
+{"mode": "train", "epoch": 101, "iter": 900, "lr": 0.00616, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9125, "top5_acc": 0.9925, "loss_cls": 0.38898, "loss": 0.38898, "time": 0.22561}
+{"mode": "train", "epoch": 101, "iter": 1000, "lr": 0.00615, "memory": 6525, "data_time": 0.00026, "top1_acc": 0.92438, "top5_acc": 0.99312, "loss_cls": 0.36098, "loss": 0.36098, "time": 0.22578}
+{"mode": "train", "epoch": 101, "iter": 1100, "lr": 0.00614, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.92625, "top5_acc": 0.99875, "loss_cls": 0.36772, "loss": 0.36772, "time": 0.22486}
+{"mode": "train", "epoch": 101, "iter": 1200, "lr": 0.00613, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.93938, "top5_acc": 0.9975, "loss_cls": 0.28794, "loss": 0.28794, "time": 0.22558}
+{"mode": "train", "epoch": 101, "iter": 1300, "lr": 0.00613, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.92938, "top5_acc": 0.99562, "loss_cls": 0.35425, "loss": 0.35425, "time": 0.22632}
+{"mode": "train", "epoch": 101, "iter": 1400, "lr": 0.00612, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9275, "top5_acc": 0.99438, "loss_cls": 0.34882, "loss": 0.34882, "time": 0.22539}
+{"mode": "train", "epoch": 101, "iter": 1500, "lr": 0.00611, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.93312, "top5_acc": 0.99438, "loss_cls": 0.33116, "loss": 0.33116, "time": 0.22514}
+{"mode": "train", "epoch": 101, "iter": 1600, "lr": 0.0061, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9225, "top5_acc": 0.99375, "loss_cls": 0.35043, "loss": 0.35043, "time": 0.22512}
+{"mode": "train", "epoch": 101, "iter": 1700, "lr": 0.00609, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.93, "top5_acc": 0.99625, "loss_cls": 0.34228, "loss": 0.34228, "time": 0.22625}
+{"mode": "train", "epoch": 101, "iter": 1800, "lr": 0.00608, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.92938, "top5_acc": 0.98938, "loss_cls": 0.36215, "loss": 0.36215, "time": 0.22647}
+{"mode": "train", "epoch": 101, "iter": 1900, "lr": 0.00607, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.935, "top5_acc": 0.99375, "loss_cls": 0.33071, "loss": 0.33071, "time": 0.22518}
+{"mode": "train", "epoch": 101, "iter": 2000, "lr": 0.00606, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.92, "top5_acc": 0.99688, "loss_cls": 0.33946, "loss": 0.33946, "time": 0.22514}
+{"mode": "train", "epoch": 101, "iter": 2100, "lr": 0.00605, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.92125, "top5_acc": 0.99188, "loss_cls": 0.36901, "loss": 0.36901, "time": 0.22644}
+{"mode": "train", "epoch": 101, "iter": 2200, "lr": 0.00604, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.92062, "top5_acc": 0.9925, "loss_cls": 0.36525, "loss": 0.36525, "time": 0.22555}
+{"mode": "train", "epoch": 101, "iter": 2300, "lr": 0.00603, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.92, "top5_acc": 0.995, "loss_cls": 0.38167, "loss": 0.38167, "time": 0.22538}
+{"mode": "val", "epoch": 101, "iter": 1184, "lr": 0.00602, "top1_acc": 0.91744, "top5_acc": 0.99187}
+{"mode": "train", "epoch": 102, "iter": 100, "lr": 0.00602, "memory": 6525, "data_time": 0.16721, "top1_acc": 0.93688, "top5_acc": 0.9975, "loss_cls": 0.30061, "loss": 0.30061, "time": 0.39324}
+{"mode": "train", "epoch": 102, "iter": 200, "lr": 0.00601, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94188, "top5_acc": 0.99875, "loss_cls": 0.28185, "loss": 0.28185, "time": 0.22576}
+{"mode": "train", "epoch": 102, "iter": 300, "lr": 0.006, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.94625, "top5_acc": 0.99688, "loss_cls": 0.26103, "loss": 0.26103, "time": 0.2258}
+{"mode": "train", "epoch": 102, "iter": 400, "lr": 0.00599, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9375, "top5_acc": 0.99562, "loss_cls": 0.29517, "loss": 0.29517, "time": 0.22575}
+{"mode": "train", "epoch": 102, "iter": 500, "lr": 0.00598, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.94875, "top5_acc": 0.99812, "loss_cls": 0.25751, "loss": 0.25751, "time": 0.22529}
+{"mode": "train", "epoch": 102, "iter": 600, "lr": 0.00597, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.93188, "top5_acc": 0.99562, "loss_cls": 0.31095, "loss": 0.31095, "time": 0.22541}
+{"mode": "train", "epoch": 102, "iter": 700, "lr": 0.00596, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.93375, "top5_acc": 0.99625, "loss_cls": 0.31667, "loss": 0.31667, "time": 0.22573}
+{"mode": "train", "epoch": 102, "iter": 800, "lr": 0.00595, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.93375, "top5_acc": 0.99562, "loss_cls": 0.32901, "loss": 0.32901, "time": 0.22569}
+{"mode": "train", "epoch": 102, "iter": 900, "lr": 0.00594, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.93375, "top5_acc": 0.99562, "loss_cls": 0.32033, "loss": 0.32033, "time": 0.22589}
+{"mode": "train", "epoch": 102, "iter": 1000, "lr": 0.00593, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.92625, "top5_acc": 0.995, "loss_cls": 0.33035, "loss": 0.33035, "time": 0.22596}
+{"mode": "train", "epoch": 102, "iter": 1100, "lr": 0.00592, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.93062, "top5_acc": 0.995, "loss_cls": 0.33036, "loss": 0.33036, "time": 0.22572}
+{"mode": "train", "epoch": 102, "iter": 1200, "lr": 0.00591, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.92562, "top5_acc": 0.99375, "loss_cls": 0.32655, "loss": 0.32655, "time": 0.22557}
+{"mode": "train", "epoch": 102, "iter": 1300, "lr": 0.0059, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92938, "top5_acc": 0.99625, "loss_cls": 0.33626, "loss": 0.33626, "time": 0.22737}
+{"mode": "train", "epoch": 102, "iter": 1400, "lr": 0.00589, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.9325, "top5_acc": 0.995, "loss_cls": 0.33632, "loss": 0.33632, "time": 0.22718}
+{"mode": "train", "epoch": 102, "iter": 1500, "lr": 0.00588, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.94, "top5_acc": 0.9975, "loss_cls": 0.30874, "loss": 0.30874, "time": 0.22559}
+{"mode": "train", "epoch": 102, "iter": 1600, "lr": 0.00587, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.915, "top5_acc": 0.99125, "loss_cls": 0.40092, "loss": 0.40092, "time": 0.225}
+{"mode": "train", "epoch": 102, "iter": 1700, "lr": 0.00586, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.91062, "top5_acc": 0.99, "loss_cls": 0.41314, "loss": 0.41314, "time": 0.22498}
+{"mode": "train", "epoch": 102, "iter": 1800, "lr": 0.00585, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.93188, "top5_acc": 0.9925, "loss_cls": 0.33303, "loss": 0.33303, "time": 0.22534}
+{"mode": "train", "epoch": 102, "iter": 1900, "lr": 0.00584, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.92, "top5_acc": 0.99562, "loss_cls": 0.35832, "loss": 0.35832, "time": 0.22527}
+{"mode": "train", "epoch": 102, "iter": 2000, "lr": 0.00584, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.92938, "top5_acc": 0.99562, "loss_cls": 0.33779, "loss": 0.33779, "time": 0.22544}
+{"mode": "train", "epoch": 102, "iter": 2100, "lr": 0.00583, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.935, "top5_acc": 0.99375, "loss_cls": 0.32689, "loss": 0.32689, "time": 0.22544}
+{"mode": "train", "epoch": 102, "iter": 2200, "lr": 0.00582, "memory": 6525, "data_time": 0.00012, "top1_acc": 0.92, "top5_acc": 0.99312, "loss_cls": 0.36472, "loss": 0.36472, "time": 0.22467}
+{"mode": "train", "epoch": 102, "iter": 2300, "lr": 0.00581, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.90312, "top5_acc": 0.99125, "loss_cls": 0.41943, "loss": 0.41943, "time": 0.22479}
+{"mode": "val", "epoch": 102, "iter": 1184, "lr": 0.0058, "top1_acc": 0.92161, "top5_acc": 0.99218}
+{"mode": "train", "epoch": 103, "iter": 100, "lr": 0.00579, "memory": 6525, "data_time": 0.16892, "top1_acc": 0.94938, "top5_acc": 0.99812, "loss_cls": 0.26331, "loss": 0.26331, "time": 0.39382}
+{"mode": "train", "epoch": 103, "iter": 200, "lr": 0.00578, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.9325, "top5_acc": 0.99438, "loss_cls": 0.33043, "loss": 0.33043, "time": 0.22414}
+{"mode": "train", "epoch": 103, "iter": 300, "lr": 0.00577, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.94375, "top5_acc": 0.99438, "loss_cls": 0.30732, "loss": 0.30732, "time": 0.22497}
+{"mode": "train", "epoch": 103, "iter": 400, "lr": 0.00576, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.94688, "top5_acc": 0.995, "loss_cls": 0.27036, "loss": 0.27036, "time": 0.22496}
+{"mode": "train", "epoch": 103, "iter": 500, "lr": 0.00576, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.93812, "top5_acc": 0.995, "loss_cls": 0.30454, "loss": 0.30454, "time": 0.22603}
+{"mode": "train", "epoch": 103, "iter": 600, "lr": 0.00575, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93812, "top5_acc": 0.99688, "loss_cls": 0.28838, "loss": 0.28838, "time": 0.2269}
+{"mode": "train", "epoch": 103, "iter": 700, "lr": 0.00574, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.94062, "top5_acc": 0.9975, "loss_cls": 0.2874, "loss": 0.2874, "time": 0.22573}
+{"mode": "train", "epoch": 103, "iter": 800, "lr": 0.00573, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.93188, "top5_acc": 0.99562, "loss_cls": 0.32336, "loss": 0.32336, "time": 0.22557}
+{"mode": "train", "epoch": 103, "iter": 900, "lr": 0.00572, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.92875, "top5_acc": 0.99625, "loss_cls": 0.32818, "loss": 0.32818, "time": 0.22735}
+{"mode": "train", "epoch": 103, "iter": 1000, "lr": 0.00571, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.93438, "top5_acc": 0.99812, "loss_cls": 0.31004, "loss": 0.31004, "time": 0.22687}
+{"mode": "train", "epoch": 103, "iter": 1100, "lr": 0.0057, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.93375, "top5_acc": 0.99375, "loss_cls": 0.32599, "loss": 0.32599, "time": 0.22746}
+{"mode": "train", "epoch": 103, "iter": 1200, "lr": 0.00569, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.92938, "top5_acc": 0.99625, "loss_cls": 0.32782, "loss": 0.32782, "time": 0.22758}
+{"mode": "train", "epoch": 103, "iter": 1300, "lr": 0.00568, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.91375, "top5_acc": 0.99688, "loss_cls": 0.36918, "loss": 0.36918, "time": 0.22752}
+{"mode": "train", "epoch": 103, "iter": 1400, "lr": 0.00567, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.92938, "top5_acc": 0.99188, "loss_cls": 0.3392, "loss": 0.3392, "time": 0.22826}
+{"mode": "train", "epoch": 103, "iter": 1500, "lr": 0.00566, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.92625, "top5_acc": 0.99438, "loss_cls": 0.34062, "loss": 0.34062, "time": 0.22597}
+{"mode": "train", "epoch": 103, "iter": 1600, "lr": 0.00565, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.92375, "top5_acc": 0.995, "loss_cls": 0.34264, "loss": 0.34264, "time": 0.2264}
+{"mode": "train", "epoch": 103, "iter": 1700, "lr": 0.00564, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9325, "top5_acc": 0.99688, "loss_cls": 0.33132, "loss": 0.33132, "time": 0.22655}
+{"mode": "train", "epoch": 103, "iter": 1800, "lr": 0.00563, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.92312, "top5_acc": 0.99625, "loss_cls": 0.35642, "loss": 0.35642, "time": 0.2277}
+{"mode": "train", "epoch": 103, "iter": 1900, "lr": 0.00562, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.92688, "top5_acc": 0.9925, "loss_cls": 0.34705, "loss": 0.34705, "time": 0.22596}
+{"mode": "train", "epoch": 103, "iter": 2000, "lr": 0.00562, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.93875, "top5_acc": 0.9975, "loss_cls": 0.31981, "loss": 0.31981, "time": 0.22554}
+{"mode": "train", "epoch": 103, "iter": 2100, "lr": 0.00561, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.92312, "top5_acc": 0.99438, "loss_cls": 0.3585, "loss": 0.3585, "time": 0.22804}
+{"mode": "train", "epoch": 103, "iter": 2200, "lr": 0.0056, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.9225, "top5_acc": 0.99438, "loss_cls": 0.37851, "loss": 0.37851, "time": 0.22626}
+{"mode": "train", "epoch": 103, "iter": 2300, "lr": 0.00559, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.91562, "top5_acc": 0.99062, "loss_cls": 0.38015, "loss": 0.38015, "time": 0.22624}
+{"mode": "val", "epoch": 103, "iter": 1184, "lr": 0.00558, "top1_acc": 0.92198, "top5_acc": 0.99224}
+{"mode": "train", "epoch": 104, "iter": 100, "lr": 0.00557, "memory": 6525, "data_time": 0.16533, "top1_acc": 0.93125, "top5_acc": 0.99438, "loss_cls": 0.32297, "loss": 0.32297, "time": 0.38979}
+{"mode": "train", "epoch": 104, "iter": 200, "lr": 0.00556, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94188, "top5_acc": 0.99688, "loss_cls": 0.26687, "loss": 0.26687, "time": 0.22452}
+{"mode": "train", "epoch": 104, "iter": 300, "lr": 0.00555, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94875, "top5_acc": 0.995, "loss_cls": 0.27509, "loss": 0.27509, "time": 0.22486}
+{"mode": "train", "epoch": 104, "iter": 400, "lr": 0.00555, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9375, "top5_acc": 0.99625, "loss_cls": 0.30714, "loss": 0.30714, "time": 0.22541}
+{"mode": "train", "epoch": 104, "iter": 500, "lr": 0.00554, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.95, "top5_acc": 0.99875, "loss_cls": 0.25043, "loss": 0.25043, "time": 0.22619}
+{"mode": "train", "epoch": 104, "iter": 600, "lr": 0.00553, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.93188, "top5_acc": 0.99438, "loss_cls": 0.33113, "loss": 0.33113, "time": 0.22673}
+{"mode": "train", "epoch": 104, "iter": 700, "lr": 0.00552, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.95625, "top5_acc": 0.99562, "loss_cls": 0.24292, "loss": 0.24292, "time": 0.22599}
+{"mode": "train", "epoch": 104, "iter": 800, "lr": 0.00551, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.92438, "top5_acc": 0.995, "loss_cls": 0.34161, "loss": 0.34161, "time": 0.22697}
+{"mode": "train", "epoch": 104, "iter": 900, "lr": 0.0055, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.92625, "top5_acc": 0.99562, "loss_cls": 0.33363, "loss": 0.33363, "time": 0.2262}
+{"mode": "train", "epoch": 104, "iter": 1000, "lr": 0.00549, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.93875, "top5_acc": 0.995, "loss_cls": 0.28519, "loss": 0.28519, "time": 0.22634}
+{"mode": "train", "epoch": 104, "iter": 1100, "lr": 0.00548, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.92, "top5_acc": 0.995, "loss_cls": 0.35497, "loss": 0.35497, "time": 0.22627}
+{"mode": "train", "epoch": 104, "iter": 1200, "lr": 0.00547, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92375, "top5_acc": 0.995, "loss_cls": 0.36216, "loss": 0.36216, "time": 0.22609}
+{"mode": "train", "epoch": 104, "iter": 1300, "lr": 0.00546, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.94375, "top5_acc": 0.99562, "loss_cls": 0.29871, "loss": 0.29871, "time": 0.22648}
+{"mode": "train", "epoch": 104, "iter": 1400, "lr": 0.00545, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.935, "top5_acc": 0.995, "loss_cls": 0.31864, "loss": 0.31864, "time": 0.22782}
+{"mode": "train", "epoch": 104, "iter": 1500, "lr": 0.00544, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92625, "top5_acc": 0.99438, "loss_cls": 0.35469, "loss": 0.35469, "time": 0.22735}
+{"mode": "train", "epoch": 104, "iter": 1600, "lr": 0.00544, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.93562, "top5_acc": 0.995, "loss_cls": 0.32115, "loss": 0.32115, "time": 0.22746}
+{"mode": "train", "epoch": 104, "iter": 1700, "lr": 0.00543, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.93188, "top5_acc": 0.99562, "loss_cls": 0.33507, "loss": 0.33507, "time": 0.22612}
+{"mode": "train", "epoch": 104, "iter": 1800, "lr": 0.00542, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.92562, "top5_acc": 0.99625, "loss_cls": 0.34141, "loss": 0.34141, "time": 0.22577}
+{"mode": "train", "epoch": 104, "iter": 1900, "lr": 0.00541, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.93312, "top5_acc": 0.99438, "loss_cls": 0.34639, "loss": 0.34639, "time": 0.22541}
+{"mode": "train", "epoch": 104, "iter": 2000, "lr": 0.0054, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.925, "top5_acc": 0.995, "loss_cls": 0.33641, "loss": 0.33641, "time": 0.2251}
+{"mode": "train", "epoch": 104, "iter": 2100, "lr": 0.00539, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.92188, "top5_acc": 0.99625, "loss_cls": 0.36335, "loss": 0.36335, "time": 0.22538}
+{"mode": "train", "epoch": 104, "iter": 2200, "lr": 0.00538, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.92062, "top5_acc": 0.99312, "loss_cls": 0.35001, "loss": 0.35001, "time": 0.22539}
+{"mode": "train", "epoch": 104, "iter": 2300, "lr": 0.00537, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9275, "top5_acc": 0.99562, "loss_cls": 0.34534, "loss": 0.34534, "time": 0.22532}
+{"mode": "val", "epoch": 104, "iter": 1184, "lr": 0.00537, "top1_acc": 0.92489, "top5_acc": 0.99319}
+{"mode": "train", "epoch": 105, "iter": 100, "lr": 0.00536, "memory": 6525, "data_time": 0.16857, "top1_acc": 0.94688, "top5_acc": 0.99875, "loss_cls": 0.26562, "loss": 0.26562, "time": 0.39313}
+{"mode": "train", "epoch": 105, "iter": 200, "lr": 0.00535, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94938, "top5_acc": 0.99688, "loss_cls": 0.24165, "loss": 0.24165, "time": 0.22414}
+{"mode": "train", "epoch": 105, "iter": 300, "lr": 0.00534, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.945, "top5_acc": 0.99562, "loss_cls": 0.27334, "loss": 0.27334, "time": 0.22473}
+{"mode": "train", "epoch": 105, "iter": 400, "lr": 0.00533, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.93625, "top5_acc": 0.99625, "loss_cls": 0.31129, "loss": 0.31129, "time": 0.22477}
+{"mode": "train", "epoch": 105, "iter": 500, "lr": 0.00532, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.93938, "top5_acc": 0.9975, "loss_cls": 0.2811, "loss": 0.2811, "time": 0.22465}
+{"mode": "train", "epoch": 105, "iter": 600, "lr": 0.00531, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9475, "top5_acc": 0.9975, "loss_cls": 0.25807, "loss": 0.25807, "time": 0.22479}
+{"mode": "train", "epoch": 105, "iter": 700, "lr": 0.0053, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.94625, "top5_acc": 0.99625, "loss_cls": 0.28972, "loss": 0.28972, "time": 0.22488}
+{"mode": "train", "epoch": 105, "iter": 800, "lr": 0.00529, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.93875, "top5_acc": 0.995, "loss_cls": 0.31542, "loss": 0.31542, "time": 0.22518}
+{"mode": "train", "epoch": 105, "iter": 900, "lr": 0.00528, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.94375, "top5_acc": 0.99688, "loss_cls": 0.27746, "loss": 0.27746, "time": 0.22495}
+{"mode": "train", "epoch": 105, "iter": 1000, "lr": 0.00528, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.93812, "top5_acc": 0.995, "loss_cls": 0.29518, "loss": 0.29518, "time": 0.2267}
+{"mode": "train", "epoch": 105, "iter": 1100, "lr": 0.00527, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9425, "top5_acc": 0.995, "loss_cls": 0.27864, "loss": 0.27864, "time": 0.22581}
+{"mode": "train", "epoch": 105, "iter": 1200, "lr": 0.00526, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9275, "top5_acc": 0.99562, "loss_cls": 0.32885, "loss": 0.32885, "time": 0.22714}
+{"mode": "train", "epoch": 105, "iter": 1300, "lr": 0.00525, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.91875, "top5_acc": 0.99188, "loss_cls": 0.36527, "loss": 0.36527, "time": 0.22645}
+{"mode": "train", "epoch": 105, "iter": 1400, "lr": 0.00524, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.93562, "top5_acc": 0.99375, "loss_cls": 0.33506, "loss": 0.33506, "time": 0.22582}
+{"mode": "train", "epoch": 105, "iter": 1500, "lr": 0.00523, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.93, "top5_acc": 0.99625, "loss_cls": 0.31905, "loss": 0.31905, "time": 0.22666}
+{"mode": "train", "epoch": 105, "iter": 1600, "lr": 0.00522, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.925, "top5_acc": 0.99125, "loss_cls": 0.37022, "loss": 0.37022, "time": 0.22511}
+{"mode": "train", "epoch": 105, "iter": 1700, "lr": 0.00521, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94375, "top5_acc": 0.99812, "loss_cls": 0.27603, "loss": 0.27603, "time": 0.2246}
+{"mode": "train", "epoch": 105, "iter": 1800, "lr": 0.0052, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.93625, "top5_acc": 0.99125, "loss_cls": 0.32166, "loss": 0.32166, "time": 0.22554}
+{"mode": "train", "epoch": 105, "iter": 1900, "lr": 0.00519, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.945, "top5_acc": 0.99625, "loss_cls": 0.28688, "loss": 0.28688, "time": 0.22589}
+{"mode": "train", "epoch": 105, "iter": 2000, "lr": 0.00518, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.93938, "top5_acc": 0.99625, "loss_cls": 0.32402, "loss": 0.32402, "time": 0.22533}
+{"mode": "train", "epoch": 105, "iter": 2100, "lr": 0.00518, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.93312, "top5_acc": 0.99688, "loss_cls": 0.32555, "loss": 0.32555, "time": 0.22723}
+{"mode": "train", "epoch": 105, "iter": 2200, "lr": 0.00517, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93062, "top5_acc": 0.99812, "loss_cls": 0.32103, "loss": 0.32103, "time": 0.22735}
+{"mode": "train", "epoch": 105, "iter": 2300, "lr": 0.00516, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9325, "top5_acc": 0.99625, "loss_cls": 0.32429, "loss": 0.32429, "time": 0.22559}
+{"mode": "val", "epoch": 105, "iter": 1184, "lr": 0.00515, "top1_acc": 0.91781, "top5_acc": 0.99165}
+{"mode": "train", "epoch": 106, "iter": 100, "lr": 0.00514, "memory": 6525, "data_time": 0.17003, "top1_acc": 0.955, "top5_acc": 0.99875, "loss_cls": 0.24257, "loss": 0.24257, "time": 0.39465}
+{"mode": "train", "epoch": 106, "iter": 200, "lr": 0.00513, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94188, "top5_acc": 0.99688, "loss_cls": 0.27582, "loss": 0.27582, "time": 0.22489}
+{"mode": "train", "epoch": 106, "iter": 300, "lr": 0.00513, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9325, "top5_acc": 0.99562, "loss_cls": 0.32096, "loss": 0.32096, "time": 0.22527}
+{"mode": "train", "epoch": 106, "iter": 400, "lr": 0.00512, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94, "top5_acc": 0.99812, "loss_cls": 0.29944, "loss": 0.29944, "time": 0.22572}
+{"mode": "train", "epoch": 106, "iter": 500, "lr": 0.00511, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92625, "top5_acc": 0.995, "loss_cls": 0.33126, "loss": 0.33126, "time": 0.227}
+{"mode": "train", "epoch": 106, "iter": 600, "lr": 0.0051, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.9425, "top5_acc": 0.99875, "loss_cls": 0.28365, "loss": 0.28365, "time": 0.227}
+{"mode": "train", "epoch": 106, "iter": 700, "lr": 0.00509, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.93125, "top5_acc": 0.99375, "loss_cls": 0.31747, "loss": 0.31747, "time": 0.22612}
+{"mode": "train", "epoch": 106, "iter": 800, "lr": 0.00508, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.94188, "top5_acc": 0.99438, "loss_cls": 0.28676, "loss": 0.28676, "time": 0.22545}
+{"mode": "train", "epoch": 106, "iter": 900, "lr": 0.00507, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.94938, "top5_acc": 0.99625, "loss_cls": 0.27066, "loss": 0.27066, "time": 0.22509}
+{"mode": "train", "epoch": 106, "iter": 1000, "lr": 0.00506, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.9325, "top5_acc": 0.99688, "loss_cls": 0.29962, "loss": 0.29962, "time": 0.22564}
+{"mode": "train", "epoch": 106, "iter": 1100, "lr": 0.00505, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.93875, "top5_acc": 0.99812, "loss_cls": 0.2896, "loss": 0.2896, "time": 0.22632}
+{"mode": "train", "epoch": 106, "iter": 1200, "lr": 0.00505, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9325, "top5_acc": 0.995, "loss_cls": 0.31411, "loss": 0.31411, "time": 0.22671}
+{"mode": "train", "epoch": 106, "iter": 1300, "lr": 0.00504, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.92625, "top5_acc": 0.99562, "loss_cls": 0.32579, "loss": 0.32579, "time": 0.22429}
+{"mode": "train", "epoch": 106, "iter": 1400, "lr": 0.00503, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.945, "top5_acc": 0.99812, "loss_cls": 0.28852, "loss": 0.28852, "time": 0.22383}
+{"mode": "train", "epoch": 106, "iter": 1500, "lr": 0.00502, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.93438, "top5_acc": 0.9975, "loss_cls": 0.33263, "loss": 0.33263, "time": 0.2251}
+{"mode": "train", "epoch": 106, "iter": 1600, "lr": 0.00501, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9525, "top5_acc": 0.99812, "loss_cls": 0.25546, "loss": 0.25546, "time": 0.2254}
+{"mode": "train", "epoch": 106, "iter": 1700, "lr": 0.005, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.95, "top5_acc": 0.9975, "loss_cls": 0.26319, "loss": 0.26319, "time": 0.22468}
+{"mode": "train", "epoch": 106, "iter": 1800, "lr": 0.00499, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.94, "top5_acc": 0.9925, "loss_cls": 0.31939, "loss": 0.31939, "time": 0.22518}
+{"mode": "train", "epoch": 106, "iter": 1900, "lr": 0.00498, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.93625, "top5_acc": 0.9925, "loss_cls": 0.31563, "loss": 0.31563, "time": 0.22546}
+{"mode": "train", "epoch": 106, "iter": 2000, "lr": 0.00497, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9275, "top5_acc": 0.995, "loss_cls": 0.31761, "loss": 0.31761, "time": 0.22541}
+{"mode": "train", "epoch": 106, "iter": 2100, "lr": 0.00497, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.92938, "top5_acc": 0.99375, "loss_cls": 0.34546, "loss": 0.34546, "time": 0.22587}
+{"mode": "train", "epoch": 106, "iter": 2200, "lr": 0.00496, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.93062, "top5_acc": 0.99562, "loss_cls": 0.32133, "loss": 0.32133, "time": 0.22552}
+{"mode": "train", "epoch": 106, "iter": 2300, "lr": 0.00495, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.9275, "top5_acc": 0.99562, "loss_cls": 0.33047, "loss": 0.33047, "time": 0.2254}
+{"mode": "val", "epoch": 106, "iter": 1184, "lr": 0.00494, "top1_acc": 0.92769, "top5_acc": 0.9925}
+{"mode": "train", "epoch": 107, "iter": 100, "lr": 0.00493, "memory": 6525, "data_time": 0.17157, "top1_acc": 0.95375, "top5_acc": 0.99688, "loss_cls": 0.25033, "loss": 0.25033, "time": 0.39562}
+{"mode": "train", "epoch": 107, "iter": 200, "lr": 0.00492, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.94562, "top5_acc": 0.99688, "loss_cls": 0.27768, "loss": 0.27768, "time": 0.22365}
+{"mode": "train", "epoch": 107, "iter": 300, "lr": 0.00492, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.94875, "top5_acc": 0.99688, "loss_cls": 0.26463, "loss": 0.26463, "time": 0.22351}
+{"mode": "train", "epoch": 107, "iter": 400, "lr": 0.00491, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9425, "top5_acc": 0.99562, "loss_cls": 0.2853, "loss": 0.2853, "time": 0.2237}
+{"mode": "train", "epoch": 107, "iter": 500, "lr": 0.0049, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.95, "top5_acc": 0.9975, "loss_cls": 0.23161, "loss": 0.23161, "time": 0.22369}
+{"mode": "train", "epoch": 107, "iter": 600, "lr": 0.00489, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9525, "top5_acc": 0.99875, "loss_cls": 0.24392, "loss": 0.24392, "time": 0.22391}
+{"mode": "train", "epoch": 107, "iter": 700, "lr": 0.00488, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9425, "top5_acc": 0.99688, "loss_cls": 0.27961, "loss": 0.27961, "time": 0.22418}
+{"mode": "train", "epoch": 107, "iter": 800, "lr": 0.00487, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.92438, "top5_acc": 0.99625, "loss_cls": 0.32791, "loss": 0.32791, "time": 0.22424}
+{"mode": "train", "epoch": 107, "iter": 900, "lr": 0.00486, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.94188, "top5_acc": 0.99625, "loss_cls": 0.29377, "loss": 0.29377, "time": 0.22444}
+{"mode": "train", "epoch": 107, "iter": 1000, "lr": 0.00485, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.94438, "top5_acc": 0.99562, "loss_cls": 0.24759, "loss": 0.24759, "time": 0.22446}
+{"mode": "train", "epoch": 107, "iter": 1100, "lr": 0.00485, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.95188, "top5_acc": 0.99562, "loss_cls": 0.2549, "loss": 0.2549, "time": 0.22461}
+{"mode": "train", "epoch": 107, "iter": 1200, "lr": 0.00484, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.94875, "top5_acc": 0.99688, "loss_cls": 0.24606, "loss": 0.24606, "time": 0.22536}
+{"mode": "train", "epoch": 107, "iter": 1300, "lr": 0.00483, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94375, "top5_acc": 0.99562, "loss_cls": 0.25882, "loss": 0.25882, "time": 0.22564}
+{"mode": "train", "epoch": 107, "iter": 1400, "lr": 0.00482, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.93625, "top5_acc": 0.9975, "loss_cls": 0.30049, "loss": 0.30049, "time": 0.22569}
+{"mode": "train", "epoch": 107, "iter": 1500, "lr": 0.00481, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.93688, "top5_acc": 0.99625, "loss_cls": 0.32083, "loss": 0.32083, "time": 0.22471}
+{"mode": "train", "epoch": 107, "iter": 1600, "lr": 0.0048, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.94, "top5_acc": 0.99625, "loss_cls": 0.29379, "loss": 0.29379, "time": 0.22467}
+{"mode": "train", "epoch": 107, "iter": 1700, "lr": 0.00479, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94812, "top5_acc": 0.995, "loss_cls": 0.25384, "loss": 0.25384, "time": 0.2249}
+{"mode": "train", "epoch": 107, "iter": 1800, "lr": 0.00478, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.93938, "top5_acc": 0.99812, "loss_cls": 0.28518, "loss": 0.28518, "time": 0.22459}
+{"mode": "train", "epoch": 107, "iter": 1900, "lr": 0.00478, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.94562, "top5_acc": 0.99688, "loss_cls": 0.27052, "loss": 0.27052, "time": 0.22414}
+{"mode": "train", "epoch": 107, "iter": 2000, "lr": 0.00477, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.93125, "top5_acc": 0.99875, "loss_cls": 0.32522, "loss": 0.32522, "time": 0.22402}
+{"mode": "train", "epoch": 107, "iter": 2100, "lr": 0.00476, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.94312, "top5_acc": 0.99688, "loss_cls": 0.29646, "loss": 0.29646, "time": 0.22401}
+{"mode": "train", "epoch": 107, "iter": 2200, "lr": 0.00475, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.945, "top5_acc": 0.99688, "loss_cls": 0.28859, "loss": 0.28859, "time": 0.2241}
+{"mode": "train", "epoch": 107, "iter": 2300, "lr": 0.00474, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.93375, "top5_acc": 0.99438, "loss_cls": 0.31822, "loss": 0.31822, "time": 0.22421}
+{"mode": "val", "epoch": 107, "iter": 1184, "lr": 0.00474, "top1_acc": 0.93271, "top5_acc": 0.99319}
+{"mode": "train", "epoch": 108, "iter": 100, "lr": 0.00473, "memory": 6525, "data_time": 0.16858, "top1_acc": 0.95312, "top5_acc": 0.9975, "loss_cls": 0.24562, "loss": 0.24562, "time": 0.39305}
+{"mode": "train", "epoch": 108, "iter": 200, "lr": 0.00472, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.9425, "top5_acc": 0.99688, "loss_cls": 0.27616, "loss": 0.27616, "time": 0.22499}
+{"mode": "train", "epoch": 108, "iter": 300, "lr": 0.00471, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.94688, "top5_acc": 0.99688, "loss_cls": 0.2492, "loss": 0.2492, "time": 0.2263}
+{"mode": "train", "epoch": 108, "iter": 400, "lr": 0.0047, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.95625, "top5_acc": 0.99625, "loss_cls": 0.25227, "loss": 0.25227, "time": 0.22527}
+{"mode": "train", "epoch": 108, "iter": 500, "lr": 0.00469, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.95125, "top5_acc": 0.99875, "loss_cls": 0.25182, "loss": 0.25182, "time": 0.22579}
+{"mode": "train", "epoch": 108, "iter": 600, "lr": 0.00468, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.95188, "top5_acc": 0.99625, "loss_cls": 0.24618, "loss": 0.24618, "time": 0.22482}
+{"mode": "train", "epoch": 108, "iter": 700, "lr": 0.00467, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.94438, "top5_acc": 0.9975, "loss_cls": 0.2697, "loss": 0.2697, "time": 0.22435}
+{"mode": "train", "epoch": 108, "iter": 800, "lr": 0.00467, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.94812, "top5_acc": 0.99812, "loss_cls": 0.24213, "loss": 0.24213, "time": 0.22444}
+{"mode": "train", "epoch": 108, "iter": 900, "lr": 0.00466, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.94375, "top5_acc": 0.99875, "loss_cls": 0.2722, "loss": 0.2722, "time": 0.22442}
+{"mode": "train", "epoch": 108, "iter": 1000, "lr": 0.00465, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94625, "top5_acc": 0.9975, "loss_cls": 0.2752, "loss": 0.2752, "time": 0.22439}
+{"mode": "train", "epoch": 108, "iter": 1100, "lr": 0.00464, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.94438, "top5_acc": 0.99688, "loss_cls": 0.26818, "loss": 0.26818, "time": 0.2244}
+{"mode": "train", "epoch": 108, "iter": 1200, "lr": 0.00463, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.95438, "top5_acc": 0.99562, "loss_cls": 0.24483, "loss": 0.24483, "time": 0.22452}
+{"mode": "train", "epoch": 108, "iter": 1300, "lr": 0.00462, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.93562, "top5_acc": 0.99875, "loss_cls": 0.29784, "loss": 0.29784, "time": 0.22485}
+{"mode": "train", "epoch": 108, "iter": 1400, "lr": 0.00461, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.93562, "top5_acc": 0.9975, "loss_cls": 0.28991, "loss": 0.28991, "time": 0.2253}
+{"mode": "train", "epoch": 108, "iter": 1500, "lr": 0.00461, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.94, "top5_acc": 0.99625, "loss_cls": 0.28641, "loss": 0.28641, "time": 0.22601}
+{"mode": "train", "epoch": 108, "iter": 1600, "lr": 0.0046, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.945, "top5_acc": 0.99688, "loss_cls": 0.24701, "loss": 0.24701, "time": 0.22579}
+{"mode": "train", "epoch": 108, "iter": 1700, "lr": 0.00459, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94125, "top5_acc": 0.99688, "loss_cls": 0.27289, "loss": 0.27289, "time": 0.22563}
+{"mode": "train", "epoch": 108, "iter": 1800, "lr": 0.00458, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.94625, "top5_acc": 0.99688, "loss_cls": 0.27978, "loss": 0.27978, "time": 0.22592}
+{"mode": "train", "epoch": 108, "iter": 1900, "lr": 0.00457, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.93938, "top5_acc": 0.99438, "loss_cls": 0.27737, "loss": 0.27737, "time": 0.22677}
+{"mode": "train", "epoch": 108, "iter": 2000, "lr": 0.00456, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.94062, "top5_acc": 0.99562, "loss_cls": 0.26514, "loss": 0.26514, "time": 0.2251}
+{"mode": "train", "epoch": 108, "iter": 2100, "lr": 0.00455, "memory": 6525, "data_time": 0.00023, "top1_acc": 0.93562, "top5_acc": 0.99562, "loss_cls": 0.3065, "loss": 0.3065, "time": 0.22503}
+{"mode": "train", "epoch": 108, "iter": 2200, "lr": 0.00455, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.93125, "top5_acc": 0.99625, "loss_cls": 0.32158, "loss": 0.32158, "time": 0.22559}
+{"mode": "train", "epoch": 108, "iter": 2300, "lr": 0.00454, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.93125, "top5_acc": 0.99562, "loss_cls": 0.3174, "loss": 0.3174, "time": 0.22529}
+{"mode": "val", "epoch": 108, "iter": 1184, "lr": 0.00453, "top1_acc": 0.91871, "top5_acc": 0.99371}
+{"mode": "train", "epoch": 109, "iter": 100, "lr": 0.00452, "memory": 6525, "data_time": 0.16878, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.20561, "loss": 0.20561, "time": 0.39484}
+{"mode": "train", "epoch": 109, "iter": 200, "lr": 0.00452, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.95188, "top5_acc": 0.99875, "loss_cls": 0.20611, "loss": 0.20611, "time": 0.22485}
+{"mode": "train", "epoch": 109, "iter": 300, "lr": 0.00451, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.96375, "top5_acc": 0.99562, "loss_cls": 0.21445, "loss": 0.21445, "time": 0.22691}
+{"mode": "train", "epoch": 109, "iter": 400, "lr": 0.0045, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.95438, "top5_acc": 0.9975, "loss_cls": 0.2169, "loss": 0.2169, "time": 0.22463}
+{"mode": "train", "epoch": 109, "iter": 500, "lr": 0.00449, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94688, "top5_acc": 0.99625, "loss_cls": 0.25907, "loss": 0.25907, "time": 0.22474}
+{"mode": "train", "epoch": 109, "iter": 600, "lr": 0.00448, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.94812, "top5_acc": 0.9975, "loss_cls": 0.2425, "loss": 0.2425, "time": 0.22571}
+{"mode": "train", "epoch": 109, "iter": 700, "lr": 0.00447, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.95188, "top5_acc": 0.9975, "loss_cls": 0.25958, "loss": 0.25958, "time": 0.22558}
+{"mode": "train", "epoch": 109, "iter": 800, "lr": 0.00446, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.95, "top5_acc": 0.99688, "loss_cls": 0.24137, "loss": 0.24137, "time": 0.2253}
+{"mode": "train", "epoch": 109, "iter": 900, "lr": 0.00446, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.94375, "top5_acc": 0.99625, "loss_cls": 0.28486, "loss": 0.28486, "time": 0.22637}
+{"mode": "train", "epoch": 109, "iter": 1000, "lr": 0.00445, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.9475, "top5_acc": 0.99688, "loss_cls": 0.25706, "loss": 0.25706, "time": 0.22752}
+{"mode": "train", "epoch": 109, "iter": 1100, "lr": 0.00444, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94875, "top5_acc": 0.99688, "loss_cls": 0.2531, "loss": 0.2531, "time": 0.22653}
+{"mode": "train", "epoch": 109, "iter": 1200, "lr": 0.00443, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.94188, "top5_acc": 0.9975, "loss_cls": 0.25421, "loss": 0.25421, "time": 0.2249}
+{"mode": "train", "epoch": 109, "iter": 1300, "lr": 0.00442, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9375, "top5_acc": 0.99625, "loss_cls": 0.29722, "loss": 0.29722, "time": 0.22467}
+{"mode": "train", "epoch": 109, "iter": 1400, "lr": 0.00441, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.94438, "top5_acc": 0.9975, "loss_cls": 0.28405, "loss": 0.28405, "time": 0.22447}
+{"mode": "train", "epoch": 109, "iter": 1500, "lr": 0.0044, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.95312, "top5_acc": 0.9975, "loss_cls": 0.24746, "loss": 0.24746, "time": 0.22433}
+{"mode": "train", "epoch": 109, "iter": 1600, "lr": 0.0044, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.95, "top5_acc": 0.99812, "loss_cls": 0.25057, "loss": 0.25057, "time": 0.22506}
+{"mode": "train", "epoch": 109, "iter": 1700, "lr": 0.00439, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9425, "top5_acc": 0.99688, "loss_cls": 0.27569, "loss": 0.27569, "time": 0.22648}
+{"mode": "train", "epoch": 109, "iter": 1800, "lr": 0.00438, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.94, "top5_acc": 0.99688, "loss_cls": 0.26898, "loss": 0.26898, "time": 0.22612}
+{"mode": "train", "epoch": 109, "iter": 1900, "lr": 0.00437, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.94625, "top5_acc": 0.99938, "loss_cls": 0.24122, "loss": 0.24122, "time": 0.22586}
+{"mode": "train", "epoch": 109, "iter": 2000, "lr": 0.00436, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9475, "top5_acc": 0.99688, "loss_cls": 0.25862, "loss": 0.25862, "time": 0.22612}
+{"mode": "train", "epoch": 109, "iter": 2100, "lr": 0.00435, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.94438, "top5_acc": 0.99688, "loss_cls": 0.26592, "loss": 0.26592, "time": 0.22661}
+{"mode": "train", "epoch": 109, "iter": 2200, "lr": 0.00435, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9525, "top5_acc": 0.99625, "loss_cls": 0.24816, "loss": 0.24816, "time": 0.22578}
+{"mode": "train", "epoch": 109, "iter": 2300, "lr": 0.00434, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9425, "top5_acc": 0.99562, "loss_cls": 0.28373, "loss": 0.28373, "time": 0.22698}
+{"mode": "val", "epoch": 109, "iter": 1184, "lr": 0.00433, "top1_acc": 0.9083, "top5_acc": 0.98981}
+{"mode": "train", "epoch": 110, "iter": 100, "lr": 0.00432, "memory": 6525, "data_time": 0.16883, "top1_acc": 0.96625, "top5_acc": 0.99625, "loss_cls": 0.19338, "loss": 0.19338, "time": 0.39493}
+{"mode": "train", "epoch": 110, "iter": 200, "lr": 0.00432, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.96062, "top5_acc": 0.99625, "loss_cls": 0.21424, "loss": 0.21424, "time": 0.22551}
+{"mode": "train", "epoch": 110, "iter": 300, "lr": 0.00431, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.955, "top5_acc": 0.9975, "loss_cls": 0.23239, "loss": 0.23239, "time": 0.22481}
+{"mode": "train", "epoch": 110, "iter": 400, "lr": 0.0043, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.95688, "top5_acc": 0.99812, "loss_cls": 0.2199, "loss": 0.2199, "time": 0.22482}
+{"mode": "train", "epoch": 110, "iter": 500, "lr": 0.00429, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.95938, "top5_acc": 0.99812, "loss_cls": 0.2213, "loss": 0.2213, "time": 0.22451}
+{"mode": "train", "epoch": 110, "iter": 600, "lr": 0.00428, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.95688, "top5_acc": 0.99812, "loss_cls": 0.21384, "loss": 0.21384, "time": 0.22487}
+{"mode": "train", "epoch": 110, "iter": 700, "lr": 0.00427, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9625, "top5_acc": 0.99875, "loss_cls": 0.20378, "loss": 0.20378, "time": 0.22467}
+{"mode": "train", "epoch": 110, "iter": 800, "lr": 0.00427, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.95625, "top5_acc": 0.9975, "loss_cls": 0.22457, "loss": 0.22457, "time": 0.22454}
+{"mode": "train", "epoch": 110, "iter": 900, "lr": 0.00426, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.95125, "top5_acc": 0.995, "loss_cls": 0.25384, "loss": 0.25384, "time": 0.22497}
+{"mode": "train", "epoch": 110, "iter": 1000, "lr": 0.00425, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.95062, "top5_acc": 0.99938, "loss_cls": 0.24543, "loss": 0.24543, "time": 0.22652}
+{"mode": "train", "epoch": 110, "iter": 1100, "lr": 0.00424, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.94875, "top5_acc": 0.9975, "loss_cls": 0.25121, "loss": 0.25121, "time": 0.22574}
+{"mode": "train", "epoch": 110, "iter": 1200, "lr": 0.00423, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.96, "top5_acc": 0.9975, "loss_cls": 0.22144, "loss": 0.22144, "time": 0.22557}
+{"mode": "train", "epoch": 110, "iter": 1300, "lr": 0.00422, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.95312, "top5_acc": 0.99625, "loss_cls": 0.24171, "loss": 0.24171, "time": 0.22582}
+{"mode": "train", "epoch": 110, "iter": 1400, "lr": 0.00422, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9525, "top5_acc": 0.99812, "loss_cls": 0.2527, "loss": 0.2527, "time": 0.22543}
+{"mode": "train", "epoch": 110, "iter": 1500, "lr": 0.00421, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.93812, "top5_acc": 0.99812, "loss_cls": 0.26142, "loss": 0.26142, "time": 0.22491}
+{"mode": "train", "epoch": 110, "iter": 1600, "lr": 0.0042, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.95812, "top5_acc": 0.99688, "loss_cls": 0.22713, "loss": 0.22713, "time": 0.22495}
+{"mode": "train", "epoch": 110, "iter": 1700, "lr": 0.00419, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.95312, "top5_acc": 0.99812, "loss_cls": 0.22402, "loss": 0.22402, "time": 0.22528}
+{"mode": "train", "epoch": 110, "iter": 1800, "lr": 0.00418, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.94375, "top5_acc": 0.99375, "loss_cls": 0.28186, "loss": 0.28186, "time": 0.22544}
+{"mode": "train", "epoch": 110, "iter": 1900, "lr": 0.00417, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.94875, "top5_acc": 0.99875, "loss_cls": 0.24179, "loss": 0.24179, "time": 0.22451}
+{"mode": "train", "epoch": 110, "iter": 2000, "lr": 0.00417, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.95, "top5_acc": 0.99688, "loss_cls": 0.23407, "loss": 0.23407, "time": 0.22424}
+{"mode": "train", "epoch": 110, "iter": 2100, "lr": 0.00416, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.95812, "top5_acc": 0.99938, "loss_cls": 0.21365, "loss": 0.21365, "time": 0.22446}
+{"mode": "train", "epoch": 110, "iter": 2200, "lr": 0.00415, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.93438, "top5_acc": 0.99688, "loss_cls": 0.28488, "loss": 0.28488, "time": 0.22447}
+{"mode": "train", "epoch": 110, "iter": 2300, "lr": 0.00414, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.93188, "top5_acc": 0.99562, "loss_cls": 0.33274, "loss": 0.33274, "time": 0.22513}
+{"mode": "val", "epoch": 110, "iter": 1184, "lr": 0.00414, "top1_acc": 0.9269, "top5_acc": 0.99245}
+{"mode": "train", "epoch": 111, "iter": 100, "lr": 0.00413, "memory": 6525, "data_time": 0.17238, "top1_acc": 0.9525, "top5_acc": 0.99562, "loss_cls": 0.24985, "loss": 0.24985, "time": 0.39739}
+{"mode": "train", "epoch": 111, "iter": 200, "lr": 0.00412, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.96812, "top5_acc": 0.99875, "loss_cls": 0.19838, "loss": 0.19838, "time": 0.2253}
+{"mode": "train", "epoch": 111, "iter": 300, "lr": 0.00411, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.96062, "top5_acc": 1.0, "loss_cls": 0.20316, "loss": 0.20316, "time": 0.22669}
+{"mode": "train", "epoch": 111, "iter": 400, "lr": 0.0041, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 0.18412, "loss": 0.18412, "time": 0.22683}
+{"mode": "train", "epoch": 111, "iter": 500, "lr": 0.00409, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.95688, "top5_acc": 0.9975, "loss_cls": 0.21741, "loss": 0.21741, "time": 0.22605}
+{"mode": "train", "epoch": 111, "iter": 600, "lr": 0.00409, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9575, "top5_acc": 0.99875, "loss_cls": 0.20435, "loss": 0.20435, "time": 0.22603}
+{"mode": "train", "epoch": 111, "iter": 700, "lr": 0.00408, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.95562, "top5_acc": 0.99812, "loss_cls": 0.2202, "loss": 0.2202, "time": 0.22598}
+{"mode": "train", "epoch": 111, "iter": 800, "lr": 0.00407, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.96, "top5_acc": 0.99938, "loss_cls": 0.19729, "loss": 0.19729, "time": 0.22628}
+{"mode": "train", "epoch": 111, "iter": 900, "lr": 0.00406, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.94625, "top5_acc": 0.99562, "loss_cls": 0.25986, "loss": 0.25986, "time": 0.22557}
+{"mode": "train", "epoch": 111, "iter": 1000, "lr": 0.00405, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.94125, "top5_acc": 0.99438, "loss_cls": 0.27915, "loss": 0.27915, "time": 0.22549}
+{"mode": "train", "epoch": 111, "iter": 1100, "lr": 0.00405, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9475, "top5_acc": 0.9975, "loss_cls": 0.2553, "loss": 0.2553, "time": 0.22491}
+{"mode": "train", "epoch": 111, "iter": 1200, "lr": 0.00404, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.94812, "top5_acc": 0.99375, "loss_cls": 0.25235, "loss": 0.25235, "time": 0.22422}
+{"mode": "train", "epoch": 111, "iter": 1300, "lr": 0.00403, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.96875, "top5_acc": 0.99938, "loss_cls": 0.18718, "loss": 0.18718, "time": 0.22442}
+{"mode": "train", "epoch": 111, "iter": 1400, "lr": 0.00402, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94938, "top5_acc": 0.99625, "loss_cls": 0.23249, "loss": 0.23249, "time": 0.22484}
+{"mode": "train", "epoch": 111, "iter": 1500, "lr": 0.00401, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.95312, "top5_acc": 0.99625, "loss_cls": 0.24746, "loss": 0.24746, "time": 0.22524}
+{"mode": "train", "epoch": 111, "iter": 1600, "lr": 0.004, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.95, "top5_acc": 0.9975, "loss_cls": 0.23276, "loss": 0.23276, "time": 0.22531}
+{"mode": "train", "epoch": 111, "iter": 1700, "lr": 0.004, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.95, "top5_acc": 0.99625, "loss_cls": 0.23736, "loss": 0.23736, "time": 0.22566}
+{"mode": "train", "epoch": 111, "iter": 1800, "lr": 0.00399, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.96, "top5_acc": 0.99875, "loss_cls": 0.20633, "loss": 0.20633, "time": 0.22521}
+{"mode": "train", "epoch": 111, "iter": 1900, "lr": 0.00398, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.96062, "top5_acc": 0.99812, "loss_cls": 0.21087, "loss": 0.21087, "time": 0.22502}
+{"mode": "train", "epoch": 111, "iter": 2000, "lr": 0.00397, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94875, "top5_acc": 0.99812, "loss_cls": 0.2417, "loss": 0.2417, "time": 0.22528}
+{"mode": "train", "epoch": 111, "iter": 2100, "lr": 0.00396, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.9575, "top5_acc": 0.99625, "loss_cls": 0.20621, "loss": 0.20621, "time": 0.2277}
+{"mode": "train", "epoch": 111, "iter": 2200, "lr": 0.00396, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.95312, "top5_acc": 0.99875, "loss_cls": 0.23461, "loss": 0.23461, "time": 0.22584}
+{"mode": "train", "epoch": 111, "iter": 2300, "lr": 0.00395, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.95062, "top5_acc": 0.9975, "loss_cls": 0.22784, "loss": 0.22784, "time": 0.22544}
+{"mode": "val", "epoch": 111, "iter": 1184, "lr": 0.00394, "top1_acc": 0.92806, "top5_acc": 0.99282}
+{"mode": "train", "epoch": 112, "iter": 100, "lr": 0.00394, "memory": 6525, "data_time": 0.17067, "top1_acc": 0.95688, "top5_acc": 0.99812, "loss_cls": 0.20757, "loss": 0.20757, "time": 0.39531}
+{"mode": "train", "epoch": 112, "iter": 200, "lr": 0.00393, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.95562, "top5_acc": 1.0, "loss_cls": 0.21955, "loss": 0.21955, "time": 0.22389}
+{"mode": "train", "epoch": 112, "iter": 300, "lr": 0.00392, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9575, "top5_acc": 0.99562, "loss_cls": 0.21802, "loss": 0.21802, "time": 0.22396}
+{"mode": "train", "epoch": 112, "iter": 400, "lr": 0.00391, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.95125, "top5_acc": 0.9975, "loss_cls": 0.22968, "loss": 0.22968, "time": 0.22428}
+{"mode": "train", "epoch": 112, "iter": 500, "lr": 0.0039, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.95938, "top5_acc": 0.99812, "loss_cls": 0.20812, "loss": 0.20812, "time": 0.22573}
+{"mode": "train", "epoch": 112, "iter": 600, "lr": 0.00389, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.955, "top5_acc": 0.99875, "loss_cls": 0.22531, "loss": 0.22531, "time": 0.22576}
+{"mode": "train", "epoch": 112, "iter": 700, "lr": 0.00389, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9575, "top5_acc": 0.99938, "loss_cls": 0.20199, "loss": 0.20199, "time": 0.22527}
+{"mode": "train", "epoch": 112, "iter": 800, "lr": 0.00388, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.96562, "top5_acc": 1.0, "loss_cls": 0.20019, "loss": 0.20019, "time": 0.22512}
+{"mode": "train", "epoch": 112, "iter": 900, "lr": 0.00387, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.95062, "top5_acc": 0.99812, "loss_cls": 0.2458, "loss": 0.2458, "time": 0.22486}
+{"mode": "train", "epoch": 112, "iter": 1000, "lr": 0.00386, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.95812, "top5_acc": 0.99875, "loss_cls": 0.21173, "loss": 0.21173, "time": 0.22654}
+{"mode": "train", "epoch": 112, "iter": 1100, "lr": 0.00385, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.94875, "top5_acc": 0.9975, "loss_cls": 0.26065, "loss": 0.26065, "time": 0.22677}
+{"mode": "train", "epoch": 112, "iter": 1200, "lr": 0.00385, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.95688, "top5_acc": 0.9975, "loss_cls": 0.21475, "loss": 0.21475, "time": 0.22507}
+{"mode": "train", "epoch": 112, "iter": 1300, "lr": 0.00384, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94625, "top5_acc": 0.99812, "loss_cls": 0.25146, "loss": 0.25146, "time": 0.22461}
+{"mode": "train", "epoch": 112, "iter": 1400, "lr": 0.00383, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.95562, "top5_acc": 0.99688, "loss_cls": 0.22955, "loss": 0.22955, "time": 0.22495}
+{"mode": "train", "epoch": 112, "iter": 1500, "lr": 0.00382, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9525, "top5_acc": 0.9975, "loss_cls": 0.2557, "loss": 0.2557, "time": 0.22467}
+{"mode": "train", "epoch": 112, "iter": 1600, "lr": 0.00381, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.94688, "top5_acc": 0.99625, "loss_cls": 0.25108, "loss": 0.25108, "time": 0.22634}
+{"mode": "train", "epoch": 112, "iter": 1700, "lr": 0.00381, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.95562, "top5_acc": 0.99688, "loss_cls": 0.22454, "loss": 0.22454, "time": 0.22537}
+{"mode": "train", "epoch": 112, "iter": 1800, "lr": 0.0038, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.95312, "top5_acc": 0.99625, "loss_cls": 0.23558, "loss": 0.23558, "time": 0.22456}
+{"mode": "train", "epoch": 112, "iter": 1900, "lr": 0.00379, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.94188, "top5_acc": 0.99688, "loss_cls": 0.25749, "loss": 0.25749, "time": 0.2252}
+{"mode": "train", "epoch": 112, "iter": 2000, "lr": 0.00378, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9375, "top5_acc": 0.99688, "loss_cls": 0.28384, "loss": 0.28384, "time": 0.22632}
+{"mode": "train", "epoch": 112, "iter": 2100, "lr": 0.00377, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9525, "top5_acc": 0.99688, "loss_cls": 0.23948, "loss": 0.23948, "time": 0.2254}
+{"mode": "train", "epoch": 112, "iter": 2200, "lr": 0.00377, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.95625, "top5_acc": 0.9975, "loss_cls": 0.24097, "loss": 0.24097, "time": 0.22586}
+{"mode": "train", "epoch": 112, "iter": 2300, "lr": 0.00376, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.95188, "top5_acc": 0.99812, "loss_cls": 0.23974, "loss": 0.23974, "time": 0.22527}
+{"mode": "val", "epoch": 112, "iter": 1184, "lr": 0.00375, "top1_acc": 0.93931, "top5_acc": 0.99424}
+{"mode": "train", "epoch": 113, "iter": 100, "lr": 0.00375, "memory": 6525, "data_time": 0.16792, "top1_acc": 0.96312, "top5_acc": 0.99938, "loss_cls": 0.17477, "loss": 0.17477, "time": 0.39279}
+{"mode": "train", "epoch": 113, "iter": 200, "lr": 0.00374, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.95562, "top5_acc": 0.99812, "loss_cls": 0.2089, "loss": 0.2089, "time": 0.22519}
+{"mode": "train", "epoch": 113, "iter": 300, "lr": 0.00373, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.96438, "top5_acc": 0.99688, "loss_cls": 0.18446, "loss": 0.18446, "time": 0.22493}
+{"mode": "train", "epoch": 113, "iter": 400, "lr": 0.00372, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9625, "top5_acc": 0.99875, "loss_cls": 0.20828, "loss": 0.20828, "time": 0.2245}
+{"mode": "train", "epoch": 113, "iter": 500, "lr": 0.00371, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.96312, "top5_acc": 0.99562, "loss_cls": 0.20811, "loss": 0.20811, "time": 0.22516}
+{"mode": "train", "epoch": 113, "iter": 600, "lr": 0.00371, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9575, "top5_acc": 0.99938, "loss_cls": 0.20067, "loss": 0.20067, "time": 0.22569}
+{"mode": "train", "epoch": 113, "iter": 700, "lr": 0.0037, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9625, "top5_acc": 0.99875, "loss_cls": 0.19915, "loss": 0.19915, "time": 0.2256}
+{"mode": "train", "epoch": 113, "iter": 800, "lr": 0.00369, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.96438, "top5_acc": 0.99875, "loss_cls": 0.18213, "loss": 0.18213, "time": 0.22548}
+{"mode": "train", "epoch": 113, "iter": 900, "lr": 0.00368, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.95625, "top5_acc": 0.99812, "loss_cls": 0.20721, "loss": 0.20721, "time": 0.22584}
+{"mode": "train", "epoch": 113, "iter": 1000, "lr": 0.00368, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.96062, "top5_acc": 0.99625, "loss_cls": 0.19338, "loss": 0.19338, "time": 0.22723}
+{"mode": "train", "epoch": 113, "iter": 1100, "lr": 0.00367, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97312, "top5_acc": 0.99812, "loss_cls": 0.16253, "loss": 0.16253, "time": 0.22556}
+{"mode": "train", "epoch": 113, "iter": 1200, "lr": 0.00366, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.96938, "top5_acc": 0.99875, "loss_cls": 0.17541, "loss": 0.17541, "time": 0.22589}
+{"mode": "train", "epoch": 113, "iter": 1300, "lr": 0.00365, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.96125, "top5_acc": 0.99688, "loss_cls": 0.20024, "loss": 0.20024, "time": 0.22541}
+{"mode": "train", "epoch": 113, "iter": 1400, "lr": 0.00364, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.96562, "top5_acc": 0.9975, "loss_cls": 0.20147, "loss": 0.20147, "time": 0.22661}
+{"mode": "train", "epoch": 113, "iter": 1500, "lr": 0.00364, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.95375, "top5_acc": 0.99625, "loss_cls": 0.21881, "loss": 0.21881, "time": 0.2255}
+{"mode": "train", "epoch": 113, "iter": 1600, "lr": 0.00363, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.96312, "top5_acc": 0.99875, "loss_cls": 0.20128, "loss": 0.20128, "time": 0.22508}
+{"mode": "train", "epoch": 113, "iter": 1700, "lr": 0.00362, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.95188, "top5_acc": 0.99625, "loss_cls": 0.25837, "loss": 0.25837, "time": 0.22598}
+{"mode": "train", "epoch": 113, "iter": 1800, "lr": 0.00361, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.95625, "top5_acc": 0.9975, "loss_cls": 0.20991, "loss": 0.20991, "time": 0.2253}
+{"mode": "train", "epoch": 113, "iter": 1900, "lr": 0.0036, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.94812, "top5_acc": 0.99812, "loss_cls": 0.23864, "loss": 0.23864, "time": 0.22505}
+{"mode": "train", "epoch": 113, "iter": 2000, "lr": 0.0036, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.95438, "top5_acc": 0.99812, "loss_cls": 0.23311, "loss": 0.23311, "time": 0.22652}
+{"mode": "train", "epoch": 113, "iter": 2100, "lr": 0.00359, "memory": 6525, "data_time": 0.00025, "top1_acc": 0.95062, "top5_acc": 0.9975, "loss_cls": 0.24448, "loss": 0.24448, "time": 0.22747}
+{"mode": "train", "epoch": 113, "iter": 2200, "lr": 0.00358, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.95938, "top5_acc": 0.99812, "loss_cls": 0.19576, "loss": 0.19576, "time": 0.22657}
+{"mode": "train", "epoch": 113, "iter": 2300, "lr": 0.00357, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.95812, "top5_acc": 0.99875, "loss_cls": 0.21304, "loss": 0.21304, "time": 0.2248}
+{"mode": "val", "epoch": 113, "iter": 1184, "lr": 0.00357, "top1_acc": 0.93091, "top5_acc": 0.99292}
+{"mode": "train", "epoch": 114, "iter": 100, "lr": 0.00356, "memory": 6525, "data_time": 0.17051, "top1_acc": 0.96312, "top5_acc": 0.99875, "loss_cls": 0.19015, "loss": 0.19015, "time": 0.39575}
+{"mode": "train", "epoch": 114, "iter": 200, "lr": 0.00355, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.95938, "top5_acc": 0.99875, "loss_cls": 0.19989, "loss": 0.19989, "time": 0.22459}
+{"mode": "train", "epoch": 114, "iter": 300, "lr": 0.00355, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.96125, "top5_acc": 0.99938, "loss_cls": 0.19672, "loss": 0.19672, "time": 0.22503}
+{"mode": "train", "epoch": 114, "iter": 400, "lr": 0.00354, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.96438, "top5_acc": 0.99938, "loss_cls": 0.16836, "loss": 0.16836, "time": 0.22634}
+{"mode": "train", "epoch": 114, "iter": 500, "lr": 0.00353, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.16298, "loss": 0.16298, "time": 0.22675}
+{"mode": "train", "epoch": 114, "iter": 600, "lr": 0.00352, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.96875, "top5_acc": 1.0, "loss_cls": 0.17338, "loss": 0.17338, "time": 0.22769}
+{"mode": "train", "epoch": 114, "iter": 700, "lr": 0.00351, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.95938, "top5_acc": 0.99875, "loss_cls": 0.20679, "loss": 0.20679, "time": 0.22755}
+{"mode": "train", "epoch": 114, "iter": 800, "lr": 0.00351, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.96938, "top5_acc": 0.99875, "loss_cls": 0.16635, "loss": 0.16635, "time": 0.22723}
+{"mode": "train", "epoch": 114, "iter": 900, "lr": 0.0035, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.97375, "top5_acc": 0.99875, "loss_cls": 0.15892, "loss": 0.15892, "time": 0.2258}
+{"mode": "train", "epoch": 114, "iter": 1000, "lr": 0.00349, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.96188, "top5_acc": 0.99875, "loss_cls": 0.18813, "loss": 0.18813, "time": 0.22564}
+{"mode": "train", "epoch": 114, "iter": 1100, "lr": 0.00348, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95562, "top5_acc": 0.99625, "loss_cls": 0.22741, "loss": 0.22741, "time": 0.22561}
+{"mode": "train", "epoch": 114, "iter": 1200, "lr": 0.00348, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9525, "top5_acc": 0.9975, "loss_cls": 0.23155, "loss": 0.23155, "time": 0.22515}
+{"mode": "train", "epoch": 114, "iter": 1300, "lr": 0.00347, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.96062, "top5_acc": 0.9975, "loss_cls": 0.22024, "loss": 0.22024, "time": 0.22503}
+{"mode": "train", "epoch": 114, "iter": 1400, "lr": 0.00346, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.95875, "top5_acc": 0.99812, "loss_cls": 0.21614, "loss": 0.21614, "time": 0.22541}
+{"mode": "train", "epoch": 114, "iter": 1500, "lr": 0.00345, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.95375, "top5_acc": 0.9975, "loss_cls": 0.23223, "loss": 0.23223, "time": 0.22587}
+{"mode": "train", "epoch": 114, "iter": 1600, "lr": 0.00345, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9625, "top5_acc": 0.99812, "loss_cls": 0.20661, "loss": 0.20661, "time": 0.22463}
+{"mode": "train", "epoch": 114, "iter": 1700, "lr": 0.00344, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.9625, "top5_acc": 0.99812, "loss_cls": 0.19819, "loss": 0.19819, "time": 0.22633}
+{"mode": "train", "epoch": 114, "iter": 1800, "lr": 0.00343, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.95562, "top5_acc": 0.99875, "loss_cls": 0.19999, "loss": 0.19999, "time": 0.22645}
+{"mode": "train", "epoch": 114, "iter": 1900, "lr": 0.00342, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.94938, "top5_acc": 0.995, "loss_cls": 0.24723, "loss": 0.24723, "time": 0.22628}
+{"mode": "train", "epoch": 114, "iter": 2000, "lr": 0.00341, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.94938, "top5_acc": 0.99812, "loss_cls": 0.2443, "loss": 0.2443, "time": 0.22626}
+{"mode": "train", "epoch": 114, "iter": 2100, "lr": 0.00341, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.95938, "top5_acc": 0.99812, "loss_cls": 0.21877, "loss": 0.21877, "time": 0.22661}
+{"mode": "train", "epoch": 114, "iter": 2200, "lr": 0.0034, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.96, "top5_acc": 0.99812, "loss_cls": 0.19689, "loss": 0.19689, "time": 0.2261}
+{"mode": "train", "epoch": 114, "iter": 2300, "lr": 0.00339, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.9575, "top5_acc": 0.9975, "loss_cls": 0.21124, "loss": 0.21124, "time": 0.22523}
+{"mode": "val", "epoch": 114, "iter": 1184, "lr": 0.00339, "top1_acc": 0.93207, "top5_acc": 0.99271}
+{"mode": "train", "epoch": 115, "iter": 100, "lr": 0.00338, "memory": 6525, "data_time": 0.17464, "top1_acc": 0.95688, "top5_acc": 0.99875, "loss_cls": 0.19323, "loss": 0.19323, "time": 0.39983}
+{"mode": "train", "epoch": 115, "iter": 200, "lr": 0.00337, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.16083, "loss": 0.16083, "time": 0.22432}
+{"mode": "train", "epoch": 115, "iter": 300, "lr": 0.00337, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.96562, "top5_acc": 0.99875, "loss_cls": 0.16789, "loss": 0.16789, "time": 0.2247}
+{"mode": "train", "epoch": 115, "iter": 400, "lr": 0.00336, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.9625, "top5_acc": 0.99812, "loss_cls": 0.18693, "loss": 0.18693, "time": 0.22477}
+{"mode": "train", "epoch": 115, "iter": 500, "lr": 0.00335, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.96812, "top5_acc": 0.99625, "loss_cls": 0.18374, "loss": 0.18374, "time": 0.22505}
+{"mode": "train", "epoch": 115, "iter": 600, "lr": 0.00334, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.96375, "top5_acc": 0.99812, "loss_cls": 0.17903, "loss": 0.17903, "time": 0.22482}
+{"mode": "train", "epoch": 115, "iter": 700, "lr": 0.00333, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.96812, "top5_acc": 0.99938, "loss_cls": 0.17252, "loss": 0.17252, "time": 0.22591}
+{"mode": "train", "epoch": 115, "iter": 800, "lr": 0.00333, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.97375, "top5_acc": 0.99812, "loss_cls": 0.15771, "loss": 0.15771, "time": 0.22658}
+{"mode": "train", "epoch": 115, "iter": 900, "lr": 0.00332, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.96188, "top5_acc": 1.0, "loss_cls": 0.16551, "loss": 0.16551, "time": 0.22491}
+{"mode": "train", "epoch": 115, "iter": 1000, "lr": 0.00331, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.15714, "loss": 0.15714, "time": 0.22534}
+{"mode": "train", "epoch": 115, "iter": 1100, "lr": 0.0033, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.96562, "top5_acc": 0.9975, "loss_cls": 0.17827, "loss": 0.17827, "time": 0.22569}
+{"mode": "train", "epoch": 115, "iter": 1200, "lr": 0.0033, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.16253, "loss": 0.16253, "time": 0.22613}
+{"mode": "train", "epoch": 115, "iter": 1300, "lr": 0.00329, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.95688, "top5_acc": 0.99875, "loss_cls": 0.21338, "loss": 0.21338, "time": 0.2259}
+{"mode": "train", "epoch": 115, "iter": 1400, "lr": 0.00328, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.95312, "top5_acc": 0.99812, "loss_cls": 0.22204, "loss": 0.22204, "time": 0.227}
+{"mode": "train", "epoch": 115, "iter": 1500, "lr": 0.00327, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.96188, "top5_acc": 0.99688, "loss_cls": 0.19663, "loss": 0.19663, "time": 0.22528}
+{"mode": "train", "epoch": 115, "iter": 1600, "lr": 0.00327, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.96188, "top5_acc": 0.99812, "loss_cls": 0.19876, "loss": 0.19876, "time": 0.22485}
+{"mode": "train", "epoch": 115, "iter": 1700, "lr": 0.00326, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.96, "top5_acc": 0.99812, "loss_cls": 0.20644, "loss": 0.20644, "time": 0.22487}
+{"mode": "train", "epoch": 115, "iter": 1800, "lr": 0.00325, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.95188, "top5_acc": 0.99938, "loss_cls": 0.23566, "loss": 0.23566, "time": 0.22552}
+{"mode": "train", "epoch": 115, "iter": 1900, "lr": 0.00324, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.96812, "top5_acc": 0.99938, "loss_cls": 0.1831, "loss": 0.1831, "time": 0.22475}
+{"mode": "train", "epoch": 115, "iter": 2000, "lr": 0.00324, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9575, "top5_acc": 0.99875, "loss_cls": 0.18631, "loss": 0.18631, "time": 0.22495}
+{"mode": "train", "epoch": 115, "iter": 2100, "lr": 0.00323, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.965, "top5_acc": 0.99875, "loss_cls": 0.20893, "loss": 0.20893, "time": 0.22516}
+{"mode": "train", "epoch": 115, "iter": 2200, "lr": 0.00322, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.95688, "top5_acc": 0.99875, "loss_cls": 0.20876, "loss": 0.20876, "time": 0.22556}
+{"mode": "train", "epoch": 115, "iter": 2300, "lr": 0.00321, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9525, "top5_acc": 0.99625, "loss_cls": 0.23576, "loss": 0.23576, "time": 0.22531}
+{"mode": "val", "epoch": 115, "iter": 1184, "lr": 0.00321, "top1_acc": 0.93693, "top5_acc": 0.99398}
+{"mode": "train", "epoch": 116, "iter": 100, "lr": 0.0032, "memory": 6525, "data_time": 0.17013, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.14465, "loss": 0.14465, "time": 0.39556}
+{"mode": "train", "epoch": 116, "iter": 200, "lr": 0.0032, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9725, "top5_acc": 0.9975, "loss_cls": 0.15679, "loss": 0.15679, "time": 0.2249}
+{"mode": "train", "epoch": 116, "iter": 300, "lr": 0.00319, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.97062, "top5_acc": 0.9975, "loss_cls": 0.15173, "loss": 0.15173, "time": 0.22459}
+{"mode": "train", "epoch": 116, "iter": 400, "lr": 0.00318, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.97188, "top5_acc": 0.99938, "loss_cls": 0.14198, "loss": 0.14198, "time": 0.22546}
+{"mode": "train", "epoch": 116, "iter": 500, "lr": 0.00317, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.975, "top5_acc": 0.9975, "loss_cls": 0.14468, "loss": 0.14468, "time": 0.22696}
+{"mode": "train", "epoch": 116, "iter": 600, "lr": 0.00317, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.96062, "top5_acc": 0.99875, "loss_cls": 0.19648, "loss": 0.19648, "time": 0.22605}
+{"mode": "train", "epoch": 116, "iter": 700, "lr": 0.00316, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.96375, "top5_acc": 0.99812, "loss_cls": 0.17621, "loss": 0.17621, "time": 0.22602}
+{"mode": "train", "epoch": 116, "iter": 800, "lr": 0.00315, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.95562, "top5_acc": 0.99812, "loss_cls": 0.20389, "loss": 0.20389, "time": 0.2263}
+{"mode": "train", "epoch": 116, "iter": 900, "lr": 0.00314, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9775, "top5_acc": 0.9975, "loss_cls": 0.14752, "loss": 0.14752, "time": 0.22531}
+{"mode": "train", "epoch": 116, "iter": 1000, "lr": 0.00314, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.96688, "top5_acc": 0.99875, "loss_cls": 0.17034, "loss": 0.17034, "time": 0.22531}
+{"mode": "train", "epoch": 116, "iter": 1100, "lr": 0.00313, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.96875, "top5_acc": 0.99938, "loss_cls": 0.1677, "loss": 0.1677, "time": 0.22546}
+{"mode": "train", "epoch": 116, "iter": 1200, "lr": 0.00312, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.97375, "top5_acc": 0.99875, "loss_cls": 0.15925, "loss": 0.15925, "time": 0.22512}
+{"mode": "train", "epoch": 116, "iter": 1300, "lr": 0.00311, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.16312, "loss": 0.16312, "time": 0.22542}
+{"mode": "train", "epoch": 116, "iter": 1400, "lr": 0.00311, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.96938, "top5_acc": 0.99875, "loss_cls": 0.16499, "loss": 0.16499, "time": 0.2257}
+{"mode": "train", "epoch": 116, "iter": 1500, "lr": 0.0031, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.97625, "top5_acc": 0.99625, "loss_cls": 0.14717, "loss": 0.14717, "time": 0.22562}
+{"mode": "train", "epoch": 116, "iter": 1600, "lr": 0.00309, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.96, "top5_acc": 0.99938, "loss_cls": 0.18626, "loss": 0.18626, "time": 0.22518}
+{"mode": "train", "epoch": 116, "iter": 1700, "lr": 0.00309, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.96562, "top5_acc": 0.99938, "loss_cls": 0.16827, "loss": 0.16827, "time": 0.22481}
+{"mode": "train", "epoch": 116, "iter": 1800, "lr": 0.00308, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.95625, "top5_acc": 0.9975, "loss_cls": 0.2132, "loss": 0.2132, "time": 0.22473}
+{"mode": "train", "epoch": 116, "iter": 1900, "lr": 0.00307, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.97375, "top5_acc": 0.99875, "loss_cls": 0.16532, "loss": 0.16532, "time": 0.22539}
+{"mode": "train", "epoch": 116, "iter": 2000, "lr": 0.00306, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.96375, "top5_acc": 0.99875, "loss_cls": 0.1789, "loss": 0.1789, "time": 0.22601}
+{"mode": "train", "epoch": 116, "iter": 2100, "lr": 0.00306, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.965, "top5_acc": 0.9975, "loss_cls": 0.19413, "loss": 0.19413, "time": 0.22568}
+{"mode": "train", "epoch": 116, "iter": 2200, "lr": 0.00305, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.95625, "top5_acc": 0.99875, "loss_cls": 0.18885, "loss": 0.18885, "time": 0.22544}
+{"mode": "train", "epoch": 116, "iter": 2300, "lr": 0.00304, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.96875, "top5_acc": 0.99688, "loss_cls": 0.18196, "loss": 0.18196, "time": 0.22573}
+{"mode": "val", "epoch": 116, "iter": 1184, "lr": 0.00304, "top1_acc": 0.94037, "top5_acc": 0.99387}
+{"mode": "train", "epoch": 117, "iter": 100, "lr": 0.00303, "memory": 6525, "data_time": 0.17448, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.12127, "loss": 0.12127, "time": 0.40021}
+{"mode": "train", "epoch": 117, "iter": 200, "lr": 0.00302, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.14091, "loss": 0.14091, "time": 0.22458}
+{"mode": "train", "epoch": 117, "iter": 300, "lr": 0.00302, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.14521, "loss": 0.14521, "time": 0.22522}
+{"mode": "train", "epoch": 117, "iter": 400, "lr": 0.00301, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.97438, "top5_acc": 0.99938, "loss_cls": 0.14481, "loss": 0.14481, "time": 0.2255}
+{"mode": "train", "epoch": 117, "iter": 500, "lr": 0.003, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.14165, "loss": 0.14165, "time": 0.22526}
+{"mode": "train", "epoch": 117, "iter": 600, "lr": 0.00299, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.95875, "top5_acc": 1.0, "loss_cls": 0.18364, "loss": 0.18364, "time": 0.22566}
+{"mode": "train", "epoch": 117, "iter": 700, "lr": 0.00299, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.15479, "loss": 0.15479, "time": 0.22608}
+{"mode": "train", "epoch": 117, "iter": 800, "lr": 0.00298, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9575, "top5_acc": 0.99812, "loss_cls": 0.21454, "loss": 0.21454, "time": 0.2257}
+{"mode": "train", "epoch": 117, "iter": 900, "lr": 0.00297, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.15478, "loss": 0.15478, "time": 0.2262}
+{"mode": "train", "epoch": 117, "iter": 1000, "lr": 0.00297, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9675, "top5_acc": 0.99812, "loss_cls": 0.18003, "loss": 0.18003, "time": 0.2256}
+{"mode": "train", "epoch": 117, "iter": 1100, "lr": 0.00296, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.96938, "top5_acc": 0.99875, "loss_cls": 0.15404, "loss": 0.15404, "time": 0.22519}
+{"mode": "train", "epoch": 117, "iter": 1200, "lr": 0.00295, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.97125, "top5_acc": 0.99938, "loss_cls": 0.16352, "loss": 0.16352, "time": 0.22483}
+{"mode": "train", "epoch": 117, "iter": 1300, "lr": 0.00294, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.96, "top5_acc": 0.99812, "loss_cls": 0.18902, "loss": 0.18902, "time": 0.22498}
+{"mode": "train", "epoch": 117, "iter": 1400, "lr": 0.00294, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.96812, "top5_acc": 0.99812, "loss_cls": 0.17992, "loss": 0.17992, "time": 0.22464}
+{"mode": "train", "epoch": 117, "iter": 1500, "lr": 0.00293, "memory": 6525, "data_time": 0.00012, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.14526, "loss": 0.14526, "time": 0.22487}
+{"mode": "train", "epoch": 117, "iter": 1600, "lr": 0.00292, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.1388, "loss": 0.1388, "time": 0.22557}
+{"mode": "train", "epoch": 117, "iter": 1700, "lr": 0.00292, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.95812, "top5_acc": 0.99938, "loss_cls": 0.18768, "loss": 0.18768, "time": 0.22701}
+{"mode": "train", "epoch": 117, "iter": 1800, "lr": 0.00291, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.95938, "top5_acc": 0.9975, "loss_cls": 0.20921, "loss": 0.20921, "time": 0.22621}
+{"mode": "train", "epoch": 117, "iter": 1900, "lr": 0.0029, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.97188, "top5_acc": 0.99875, "loss_cls": 0.16898, "loss": 0.16898, "time": 0.22577}
+{"mode": "train", "epoch": 117, "iter": 2000, "lr": 0.00289, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.965, "top5_acc": 0.99875, "loss_cls": 0.17273, "loss": 0.17273, "time": 0.22761}
+{"mode": "train", "epoch": 117, "iter": 2100, "lr": 0.00289, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.97125, "top5_acc": 0.99812, "loss_cls": 0.16818, "loss": 0.16818, "time": 0.22621}
+{"mode": "train", "epoch": 117, "iter": 2200, "lr": 0.00288, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.96062, "top5_acc": 0.99938, "loss_cls": 0.20065, "loss": 0.20065, "time": 0.22566}
+{"mode": "train", "epoch": 117, "iter": 2300, "lr": 0.00287, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.97125, "top5_acc": 0.99938, "loss_cls": 0.16532, "loss": 0.16532, "time": 0.22673}
+{"mode": "val", "epoch": 117, "iter": 1184, "lr": 0.00287, "top1_acc": 0.93746, "top5_acc": 0.99361}
+{"mode": "train", "epoch": 118, "iter": 100, "lr": 0.00286, "memory": 6525, "data_time": 0.16939, "top1_acc": 0.96938, "top5_acc": 0.9975, "loss_cls": 0.17532, "loss": 0.17532, "time": 0.39575}
+{"mode": "train", "epoch": 118, "iter": 200, "lr": 0.00285, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.13057, "loss": 0.13057, "time": 0.22451}
+{"mode": "train", "epoch": 118, "iter": 300, "lr": 0.00285, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.12418, "loss": 0.12418, "time": 0.22507}
+{"mode": "train", "epoch": 118, "iter": 400, "lr": 0.00284, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97438, "top5_acc": 0.99875, "loss_cls": 0.14985, "loss": 0.14985, "time": 0.22712}
+{"mode": "train", "epoch": 118, "iter": 500, "lr": 0.00283, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.1329, "loss": 0.1329, "time": 0.22741}
+{"mode": "train", "epoch": 118, "iter": 600, "lr": 0.00283, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.12566, "loss": 0.12566, "time": 0.226}
+{"mode": "train", "epoch": 118, "iter": 700, "lr": 0.00282, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.12053, "loss": 0.12053, "time": 0.22578}
+{"mode": "train", "epoch": 118, "iter": 800, "lr": 0.00281, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.13164, "loss": 0.13164, "time": 0.22607}
+{"mode": "train", "epoch": 118, "iter": 900, "lr": 0.00281, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.97688, "top5_acc": 0.99688, "loss_cls": 0.1326, "loss": 0.1326, "time": 0.22627}
+{"mode": "train", "epoch": 118, "iter": 1000, "lr": 0.0028, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.97562, "top5_acc": 0.99812, "loss_cls": 0.16022, "loss": 0.16022, "time": 0.2259}
+{"mode": "train", "epoch": 118, "iter": 1100, "lr": 0.00279, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.1317, "loss": 0.1317, "time": 0.22483}
+{"mode": "train", "epoch": 118, "iter": 1200, "lr": 0.00278, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.153, "loss": 0.153, "time": 0.22452}
+{"mode": "train", "epoch": 118, "iter": 1300, "lr": 0.00278, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.96938, "top5_acc": 0.99812, "loss_cls": 0.16042, "loss": 0.16042, "time": 0.22475}
+{"mode": "train", "epoch": 118, "iter": 1400, "lr": 0.00277, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.96562, "top5_acc": 0.99938, "loss_cls": 0.19251, "loss": 0.19251, "time": 0.22499}
+{"mode": "train", "epoch": 118, "iter": 1500, "lr": 0.00276, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.97375, "top5_acc": 0.99875, "loss_cls": 0.16203, "loss": 0.16203, "time": 0.22538}
+{"mode": "train", "epoch": 118, "iter": 1600, "lr": 0.00276, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.96625, "top5_acc": 0.99812, "loss_cls": 0.17271, "loss": 0.17271, "time": 0.22678}
+{"mode": "train", "epoch": 118, "iter": 1700, "lr": 0.00275, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.97375, "top5_acc": 0.99875, "loss_cls": 0.16035, "loss": 0.16035, "time": 0.22654}
+{"mode": "train", "epoch": 118, "iter": 1800, "lr": 0.00274, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.14586, "loss": 0.14586, "time": 0.22798}
+{"mode": "train", "epoch": 118, "iter": 1900, "lr": 0.00274, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.14621, "loss": 0.14621, "time": 0.22537}
+{"mode": "train", "epoch": 118, "iter": 2000, "lr": 0.00273, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.96938, "top5_acc": 0.99688, "loss_cls": 0.18736, "loss": 0.18736, "time": 0.2257}
+{"mode": "train", "epoch": 118, "iter": 2100, "lr": 0.00272, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9675, "top5_acc": 0.99938, "loss_cls": 0.18676, "loss": 0.18676, "time": 0.22547}
+{"mode": "train", "epoch": 118, "iter": 2200, "lr": 0.00271, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.96938, "top5_acc": 0.99812, "loss_cls": 0.18581, "loss": 0.18581, "time": 0.22501}
+{"mode": "train", "epoch": 118, "iter": 2300, "lr": 0.00271, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.97625, "top5_acc": 0.99875, "loss_cls": 0.15426, "loss": 0.15426, "time": 0.22464}
+{"mode": "val", "epoch": 118, "iter": 1184, "lr": 0.0027, "top1_acc": 0.93149, "top5_acc": 0.99356}
+{"mode": "train", "epoch": 119, "iter": 100, "lr": 0.0027, "memory": 6525, "data_time": 0.1735, "top1_acc": 0.98375, "top5_acc": 0.99938, "loss_cls": 0.11485, "loss": 0.11485, "time": 0.39919}
+{"mode": "train", "epoch": 119, "iter": 200, "lr": 0.00269, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.09824, "loss": 0.09824, "time": 0.22591}
+{"mode": "train", "epoch": 119, "iter": 300, "lr": 0.00268, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9775, "top5_acc": 0.99875, "loss_cls": 0.1258, "loss": 0.1258, "time": 0.22546}
+{"mode": "train", "epoch": 119, "iter": 400, "lr": 0.00268, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.11511, "loss": 0.11511, "time": 0.22447}
+{"mode": "train", "epoch": 119, "iter": 500, "lr": 0.00267, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.14651, "loss": 0.14651, "time": 0.22473}
+{"mode": "train", "epoch": 119, "iter": 600, "lr": 0.00266, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.1203, "loss": 0.1203, "time": 0.22501}
+{"mode": "train", "epoch": 119, "iter": 700, "lr": 0.00266, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9775, "top5_acc": 0.99875, "loss_cls": 0.14675, "loss": 0.14675, "time": 0.22547}
+{"mode": "train", "epoch": 119, "iter": 800, "lr": 0.00265, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.97812, "top5_acc": 0.99938, "loss_cls": 0.12905, "loss": 0.12905, "time": 0.2251}
+{"mode": "train", "epoch": 119, "iter": 900, "lr": 0.00264, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98, "top5_acc": 0.99938, "loss_cls": 0.1313, "loss": 0.1313, "time": 0.2253}
+{"mode": "train", "epoch": 119, "iter": 1000, "lr": 0.00264, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.97312, "top5_acc": 0.99812, "loss_cls": 0.15229, "loss": 0.15229, "time": 0.22685}
+{"mode": "train", "epoch": 119, "iter": 1100, "lr": 0.00263, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.13118, "loss": 0.13118, "time": 0.22672}
+{"mode": "train", "epoch": 119, "iter": 1200, "lr": 0.00262, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.97375, "top5_acc": 0.99875, "loss_cls": 0.14957, "loss": 0.14957, "time": 0.22602}
+{"mode": "train", "epoch": 119, "iter": 1300, "lr": 0.00261, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.97375, "top5_acc": 0.99875, "loss_cls": 0.13845, "loss": 0.13845, "time": 0.22532}
+{"mode": "train", "epoch": 119, "iter": 1400, "lr": 0.00261, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.16209, "loss": 0.16209, "time": 0.22548}
+{"mode": "train", "epoch": 119, "iter": 1500, "lr": 0.0026, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.12922, "loss": 0.12922, "time": 0.22519}
+{"mode": "train", "epoch": 119, "iter": 1600, "lr": 0.00259, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.97125, "top5_acc": 0.99875, "loss_cls": 0.14655, "loss": 0.14655, "time": 0.22515}
+{"mode": "train", "epoch": 119, "iter": 1700, "lr": 0.00259, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.142, "loss": 0.142, "time": 0.22535}
+{"mode": "train", "epoch": 119, "iter": 1800, "lr": 0.00258, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.14406, "loss": 0.14406, "time": 0.22518}
+{"mode": "train", "epoch": 119, "iter": 1900, "lr": 0.00257, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.15604, "loss": 0.15604, "time": 0.22518}
+{"mode": "train", "epoch": 119, "iter": 2000, "lr": 0.00257, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.13502, "loss": 0.13502, "time": 0.22547}
+{"mode": "train", "epoch": 119, "iter": 2100, "lr": 0.00256, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.96875, "top5_acc": 0.99875, "loss_cls": 0.16207, "loss": 0.16207, "time": 0.22604}
+{"mode": "train", "epoch": 119, "iter": 2200, "lr": 0.00255, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.97625, "top5_acc": 0.99938, "loss_cls": 0.13212, "loss": 0.13212, "time": 0.2267}
+{"mode": "train", "epoch": 119, "iter": 2300, "lr": 0.00255, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.12326, "loss": 0.12326, "time": 0.22752}
+{"mode": "val", "epoch": 119, "iter": 1184, "lr": 0.00254, "top1_acc": 0.94195, "top5_acc": 0.99382}
+{"mode": "train", "epoch": 120, "iter": 100, "lr": 0.00254, "memory": 6525, "data_time": 0.1673, "top1_acc": 0.97875, "top5_acc": 0.99875, "loss_cls": 0.13103, "loss": 0.13103, "time": 0.3927}
+{"mode": "train", "epoch": 120, "iter": 200, "lr": 0.00253, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.98188, "top5_acc": 0.99938, "loss_cls": 0.11179, "loss": 0.11179, "time": 0.22614}
+{"mode": "train", "epoch": 120, "iter": 300, "lr": 0.00252, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.1055, "loss": 0.1055, "time": 0.22588}
+{"mode": "train", "epoch": 120, "iter": 400, "lr": 0.00252, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.11027, "loss": 0.11027, "time": 0.22568}
+{"mode": "train", "epoch": 120, "iter": 500, "lr": 0.00251, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.98562, "top5_acc": 0.99938, "loss_cls": 0.10178, "loss": 0.10178, "time": 0.22592}
+{"mode": "train", "epoch": 120, "iter": 600, "lr": 0.0025, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98312, "top5_acc": 0.99875, "loss_cls": 0.11123, "loss": 0.11123, "time": 0.22521}
+{"mode": "train", "epoch": 120, "iter": 700, "lr": 0.0025, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.97938, "top5_acc": 0.99938, "loss_cls": 0.12823, "loss": 0.12823, "time": 0.22534}
+{"mode": "train", "epoch": 120, "iter": 800, "lr": 0.00249, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9775, "top5_acc": 0.99812, "loss_cls": 0.14347, "loss": 0.14347, "time": 0.22522}
+{"mode": "train", "epoch": 120, "iter": 900, "lr": 0.00248, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.97312, "top5_acc": 0.99812, "loss_cls": 0.14271, "loss": 0.14271, "time": 0.22513}
+{"mode": "train", "epoch": 120, "iter": 1000, "lr": 0.00248, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.12921, "loss": 0.12921, "time": 0.22488}
+{"mode": "train", "epoch": 120, "iter": 1100, "lr": 0.00247, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.98062, "top5_acc": 0.99938, "loss_cls": 0.11551, "loss": 0.11551, "time": 0.22475}
+{"mode": "train", "epoch": 120, "iter": 1200, "lr": 0.00246, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.1118, "loss": 0.1118, "time": 0.22487}
+{"mode": "train", "epoch": 120, "iter": 1300, "lr": 0.00246, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.1306, "loss": 0.1306, "time": 0.22554}
+{"mode": "train", "epoch": 120, "iter": 1400, "lr": 0.00245, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.10461, "loss": 0.10461, "time": 0.22528}
+{"mode": "train", "epoch": 120, "iter": 1500, "lr": 0.00244, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.985, "top5_acc": 0.99938, "loss_cls": 0.10779, "loss": 0.10779, "time": 0.22624}
+{"mode": "train", "epoch": 120, "iter": 1600, "lr": 0.00244, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98375, "top5_acc": 0.99938, "loss_cls": 0.11106, "loss": 0.11106, "time": 0.22571}
+{"mode": "train", "epoch": 120, "iter": 1700, "lr": 0.00243, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.97438, "top5_acc": 0.99938, "loss_cls": 0.14345, "loss": 0.14345, "time": 0.22569}
+{"mode": "train", "epoch": 120, "iter": 1800, "lr": 0.00242, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.97188, "top5_acc": 0.99938, "loss_cls": 0.15169, "loss": 0.15169, "time": 0.22572}
+{"mode": "train", "epoch": 120, "iter": 1900, "lr": 0.00242, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.14803, "loss": 0.14803, "time": 0.22467}
+{"mode": "train", "epoch": 120, "iter": 2000, "lr": 0.00241, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.96562, "top5_acc": 1.0, "loss_cls": 0.17005, "loss": 0.17005, "time": 0.22591}
+{"mode": "train", "epoch": 120, "iter": 2100, "lr": 0.0024, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.13648, "loss": 0.13648, "time": 0.22618}
+{"mode": "train", "epoch": 120, "iter": 2200, "lr": 0.0024, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.97938, "top5_acc": 0.99875, "loss_cls": 0.13281, "loss": 0.13281, "time": 0.22652}
+{"mode": "train", "epoch": 120, "iter": 2300, "lr": 0.00239, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.1349, "loss": 0.1349, "time": 0.22718}
+{"mode": "val", "epoch": 120, "iter": 1184, "lr": 0.00239, "top1_acc": 0.94264, "top5_acc": 0.99382}
+{"mode": "train", "epoch": 121, "iter": 100, "lr": 0.00238, "memory": 6525, "data_time": 0.1726, "top1_acc": 0.98062, "top5_acc": 0.99938, "loss_cls": 0.1052, "loss": 0.1052, "time": 0.39869}
+{"mode": "train", "epoch": 121, "iter": 200, "lr": 0.00237, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.97938, "top5_acc": 0.99938, "loss_cls": 0.11737, "loss": 0.11737, "time": 0.22597}
+{"mode": "train", "epoch": 121, "iter": 300, "lr": 0.00237, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.0791, "loss": 0.0791, "time": 0.22482}
+{"mode": "train", "epoch": 121, "iter": 400, "lr": 0.00236, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.10413, "loss": 0.10413, "time": 0.22452}
+{"mode": "train", "epoch": 121, "iter": 500, "lr": 0.00235, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08479, "loss": 0.08479, "time": 0.22444}
+{"mode": "train", "epoch": 121, "iter": 600, "lr": 0.00235, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.123, "loss": 0.123, "time": 0.22541}
+{"mode": "train", "epoch": 121, "iter": 700, "lr": 0.00234, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.13861, "loss": 0.13861, "time": 0.22551}
+{"mode": "train", "epoch": 121, "iter": 800, "lr": 0.00234, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.10397, "loss": 0.10397, "time": 0.22551}
+{"mode": "train", "epoch": 121, "iter": 900, "lr": 0.00233, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.98562, "top5_acc": 0.99938, "loss_cls": 0.10099, "loss": 0.10099, "time": 0.22578}
+{"mode": "train", "epoch": 121, "iter": 1000, "lr": 0.00232, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.11135, "loss": 0.11135, "time": 0.22547}
+{"mode": "train", "epoch": 121, "iter": 1100, "lr": 0.00232, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.98688, "top5_acc": 0.99875, "loss_cls": 0.09868, "loss": 0.09868, "time": 0.22546}
+{"mode": "train", "epoch": 121, "iter": 1200, "lr": 0.00231, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.97188, "top5_acc": 0.99938, "loss_cls": 0.13937, "loss": 0.13937, "time": 0.22635}
+{"mode": "train", "epoch": 121, "iter": 1300, "lr": 0.0023, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.12318, "loss": 0.12318, "time": 0.22547}
+{"mode": "train", "epoch": 121, "iter": 1400, "lr": 0.0023, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.11809, "loss": 0.11809, "time": 0.22516}
+{"mode": "train", "epoch": 121, "iter": 1500, "lr": 0.00229, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.98312, "top5_acc": 0.99938, "loss_cls": 0.09548, "loss": 0.09548, "time": 0.22519}
+{"mode": "train", "epoch": 121, "iter": 1600, "lr": 0.00228, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.975, "top5_acc": 0.99875, "loss_cls": 0.12913, "loss": 0.12913, "time": 0.2251}
+{"mode": "train", "epoch": 121, "iter": 1700, "lr": 0.00228, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.97438, "top5_acc": 0.99812, "loss_cls": 0.14521, "loss": 0.14521, "time": 0.22493}
+{"mode": "train", "epoch": 121, "iter": 1800, "lr": 0.00227, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.11484, "loss": 0.11484, "time": 0.2247}
+{"mode": "train", "epoch": 121, "iter": 1900, "lr": 0.00226, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.13088, "loss": 0.13088, "time": 0.22495}
+{"mode": "train", "epoch": 121, "iter": 2000, "lr": 0.00226, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.98562, "top5_acc": 0.99812, "loss_cls": 0.11562, "loss": 0.11562, "time": 0.2247}
+{"mode": "train", "epoch": 121, "iter": 2100, "lr": 0.00225, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.13503, "loss": 0.13503, "time": 0.22477}
+{"mode": "train", "epoch": 121, "iter": 2200, "lr": 0.00225, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.98375, "top5_acc": 0.99938, "loss_cls": 0.12803, "loss": 0.12803, "time": 0.22514}
+{"mode": "train", "epoch": 121, "iter": 2300, "lr": 0.00224, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.97562, "top5_acc": 0.99938, "loss_cls": 0.13162, "loss": 0.13162, "time": 0.22536}
+{"mode": "val", "epoch": 121, "iter": 1184, "lr": 0.00224, "top1_acc": 0.93984, "top5_acc": 0.99435}
+{"mode": "train", "epoch": 122, "iter": 100, "lr": 0.00223, "memory": 6525, "data_time": 0.17093, "top1_acc": 0.985, "top5_acc": 0.99938, "loss_cls": 0.09352, "loss": 0.09352, "time": 0.3958}
+{"mode": "train", "epoch": 122, "iter": 200, "lr": 0.00222, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.10534, "loss": 0.10534, "time": 0.22427}
+{"mode": "train", "epoch": 122, "iter": 300, "lr": 0.00222, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.08506, "loss": 0.08506, "time": 0.22375}
+{"mode": "train", "epoch": 122, "iter": 400, "lr": 0.00221, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08594, "loss": 0.08594, "time": 0.22513}
+{"mode": "train", "epoch": 122, "iter": 500, "lr": 0.0022, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.97938, "top5_acc": 0.99875, "loss_cls": 0.11418, "loss": 0.11418, "time": 0.22597}
+{"mode": "train", "epoch": 122, "iter": 600, "lr": 0.0022, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.10715, "loss": 0.10715, "time": 0.22518}
+{"mode": "train", "epoch": 122, "iter": 700, "lr": 0.00219, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.10172, "loss": 0.10172, "time": 0.22507}
+{"mode": "train", "epoch": 122, "iter": 800, "lr": 0.00219, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.11695, "loss": 0.11695, "time": 0.225}
+{"mode": "train", "epoch": 122, "iter": 900, "lr": 0.00218, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.13086, "loss": 0.13086, "time": 0.22545}
+{"mode": "train", "epoch": 122, "iter": 1000, "lr": 0.00217, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.12488, "loss": 0.12488, "time": 0.22543}
+{"mode": "train", "epoch": 122, "iter": 1100, "lr": 0.00217, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.13197, "loss": 0.13197, "time": 0.22546}
+{"mode": "train", "epoch": 122, "iter": 1200, "lr": 0.00216, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.12921, "loss": 0.12921, "time": 0.22529}
+{"mode": "train", "epoch": 122, "iter": 1300, "lr": 0.00215, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.11924, "loss": 0.11924, "time": 0.22651}
+{"mode": "train", "epoch": 122, "iter": 1400, "lr": 0.00215, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.11366, "loss": 0.11366, "time": 0.22585}
+{"mode": "train", "epoch": 122, "iter": 1500, "lr": 0.00214, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.11275, "loss": 0.11275, "time": 0.22513}
+{"mode": "train", "epoch": 122, "iter": 1600, "lr": 0.00214, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.12042, "loss": 0.12042, "time": 0.22447}
+{"mode": "train", "epoch": 122, "iter": 1700, "lr": 0.00213, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.10674, "loss": 0.10674, "time": 0.2247}
+{"mode": "train", "epoch": 122, "iter": 1800, "lr": 0.00212, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.98562, "top5_acc": 0.99875, "loss_cls": 0.1033, "loss": 0.1033, "time": 0.22588}
+{"mode": "train", "epoch": 122, "iter": 1900, "lr": 0.00212, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.09906, "loss": 0.09906, "time": 0.22533}
+{"mode": "train", "epoch": 122, "iter": 2000, "lr": 0.00211, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.97812, "top5_acc": 0.99875, "loss_cls": 0.11689, "loss": 0.11689, "time": 0.22569}
+{"mode": "train", "epoch": 122, "iter": 2100, "lr": 0.0021, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.98312, "top5_acc": 0.99938, "loss_cls": 0.10184, "loss": 0.10184, "time": 0.22603}
+{"mode": "train", "epoch": 122, "iter": 2200, "lr": 0.0021, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.0988, "loss": 0.0988, "time": 0.22551}
+{"mode": "train", "epoch": 122, "iter": 2300, "lr": 0.00209, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.11611, "loss": 0.11611, "time": 0.22642}
+{"mode": "val", "epoch": 122, "iter": 1184, "lr": 0.00209, "top1_acc": 0.93973, "top5_acc": 0.99361}
+{"mode": "train", "epoch": 123, "iter": 100, "lr": 0.00208, "memory": 6525, "data_time": 0.17345, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.089, "loss": 0.089, "time": 0.39787}
+{"mode": "train", "epoch": 123, "iter": 200, "lr": 0.00208, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.10389, "loss": 0.10389, "time": 0.22381}
+{"mode": "train", "epoch": 123, "iter": 300, "lr": 0.00207, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08076, "loss": 0.08076, "time": 0.22552}
+{"mode": "train", "epoch": 123, "iter": 400, "lr": 0.00206, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.08206, "loss": 0.08206, "time": 0.22513}
+{"mode": "train", "epoch": 123, "iter": 500, "lr": 0.00206, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.07519, "loss": 0.07519, "time": 0.22499}
+{"mode": "train", "epoch": 123, "iter": 600, "lr": 0.00205, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.09757, "loss": 0.09757, "time": 0.22503}
+{"mode": "train", "epoch": 123, "iter": 700, "lr": 0.00205, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08828, "loss": 0.08828, "time": 0.22489}
+{"mode": "train", "epoch": 123, "iter": 800, "lr": 0.00204, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.11385, "loss": 0.11385, "time": 0.22533}
+{"mode": "train", "epoch": 123, "iter": 900, "lr": 0.00203, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98375, "top5_acc": 0.99938, "loss_cls": 0.11506, "loss": 0.11506, "time": 0.22627}
+{"mode": "train", "epoch": 123, "iter": 1000, "lr": 0.00203, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.09214, "loss": 0.09214, "time": 0.22624}
+{"mode": "train", "epoch": 123, "iter": 1100, "lr": 0.00202, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08993, "loss": 0.08993, "time": 0.2254}
+{"mode": "train", "epoch": 123, "iter": 1200, "lr": 0.00202, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.06296, "loss": 0.06296, "time": 0.22479}
+{"mode": "train", "epoch": 123, "iter": 1300, "lr": 0.00201, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.0874, "loss": 0.0874, "time": 0.22454}
+{"mode": "train", "epoch": 123, "iter": 1400, "lr": 0.002, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.07071, "loss": 0.07071, "time": 0.22434}
+{"mode": "train", "epoch": 123, "iter": 1500, "lr": 0.002, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.07988, "loss": 0.07988, "time": 0.22448}
+{"mode": "train", "epoch": 123, "iter": 1600, "lr": 0.00199, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.09296, "loss": 0.09296, "time": 0.22461}
+{"mode": "train", "epoch": 123, "iter": 1700, "lr": 0.00199, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.09685, "loss": 0.09685, "time": 0.22472}
+{"mode": "train", "epoch": 123, "iter": 1800, "lr": 0.00198, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.09706, "loss": 0.09706, "time": 0.22506}
+{"mode": "train", "epoch": 123, "iter": 1900, "lr": 0.00197, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.08647, "loss": 0.08647, "time": 0.22526}
+{"mode": "train", "epoch": 123, "iter": 2000, "lr": 0.00197, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.10139, "loss": 0.10139, "time": 0.22518}
+{"mode": "train", "epoch": 123, "iter": 2100, "lr": 0.00196, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.09945, "loss": 0.09945, "time": 0.22491}
+{"mode": "train", "epoch": 123, "iter": 2200, "lr": 0.00196, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.08679, "loss": 0.08679, "time": 0.22434}
+{"mode": "train", "epoch": 123, "iter": 2300, "lr": 0.00195, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.0912, "loss": 0.0912, "time": 0.22439}
+{"mode": "val", "epoch": 123, "iter": 1184, "lr": 0.00195, "top1_acc": 0.94702, "top5_acc": 0.99424}
+{"mode": "train", "epoch": 124, "iter": 100, "lr": 0.00194, "memory": 6525, "data_time": 0.16959, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.07644, "loss": 0.07644, "time": 0.39462}
+{"mode": "train", "epoch": 124, "iter": 200, "lr": 0.00193, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.08222, "loss": 0.08222, "time": 0.22383}
+{"mode": "train", "epoch": 124, "iter": 300, "lr": 0.00193, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08128, "loss": 0.08128, "time": 0.22398}
+{"mode": "train", "epoch": 124, "iter": 400, "lr": 0.00192, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06978, "loss": 0.06978, "time": 0.22445}
+{"mode": "train", "epoch": 124, "iter": 500, "lr": 0.00192, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07814, "loss": 0.07814, "time": 0.22564}
+{"mode": "train", "epoch": 124, "iter": 600, "lr": 0.00191, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.09573, "loss": 0.09573, "time": 0.22456}
+{"mode": "train", "epoch": 124, "iter": 700, "lr": 0.0019, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08087, "loss": 0.08087, "time": 0.22429}
+{"mode": "train", "epoch": 124, "iter": 800, "lr": 0.0019, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.09776, "loss": 0.09776, "time": 0.22454}
+{"mode": "train", "epoch": 124, "iter": 900, "lr": 0.00189, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.06856, "loss": 0.06856, "time": 0.2245}
+{"mode": "train", "epoch": 124, "iter": 1000, "lr": 0.00189, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98688, "top5_acc": 0.99938, "loss_cls": 0.0884, "loss": 0.0884, "time": 0.2247}
+{"mode": "train", "epoch": 124, "iter": 1100, "lr": 0.00188, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.98875, "top5_acc": 0.99938, "loss_cls": 0.07803, "loss": 0.07803, "time": 0.22451}
+{"mode": "train", "epoch": 124, "iter": 1200, "lr": 0.00188, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.07152, "loss": 0.07152, "time": 0.22531}
+{"mode": "train", "epoch": 124, "iter": 1300, "lr": 0.00187, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.08234, "loss": 0.08234, "time": 0.22458}
+{"mode": "train", "epoch": 124, "iter": 1400, "lr": 0.00186, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.98375, "top5_acc": 0.99938, "loss_cls": 0.09022, "loss": 0.09022, "time": 0.22585}
+{"mode": "train", "epoch": 124, "iter": 1500, "lr": 0.00186, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.07235, "loss": 0.07235, "time": 0.22534}
+{"mode": "train", "epoch": 124, "iter": 1600, "lr": 0.00185, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.08469, "loss": 0.08469, "time": 0.22591}
+{"mode": "train", "epoch": 124, "iter": 1700, "lr": 0.00185, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08215, "loss": 0.08215, "time": 0.22455}
+{"mode": "train", "epoch": 124, "iter": 1800, "lr": 0.00184, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08328, "loss": 0.08328, "time": 0.22476}
+{"mode": "train", "epoch": 124, "iter": 1900, "lr": 0.00183, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.09851, "loss": 0.09851, "time": 0.22445}
+{"mode": "train", "epoch": 124, "iter": 2000, "lr": 0.00183, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.09491, "loss": 0.09491, "time": 0.22452}
+{"mode": "train", "epoch": 124, "iter": 2100, "lr": 0.00182, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.98375, "top5_acc": 0.99875, "loss_cls": 0.098, "loss": 0.098, "time": 0.2249}
+{"mode": "train", "epoch": 124, "iter": 2200, "lr": 0.00182, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08286, "loss": 0.08286, "time": 0.22456}
+{"mode": "train", "epoch": 124, "iter": 2300, "lr": 0.00181, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.08673, "loss": 0.08673, "time": 0.22469}
+{"mode": "val", "epoch": 124, "iter": 1184, "lr": 0.00181, "top1_acc": 0.9475, "top5_acc": 0.99387}
+{"mode": "train", "epoch": 125, "iter": 100, "lr": 0.0018, "memory": 6525, "data_time": 0.16943, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06965, "loss": 0.06965, "time": 0.53379}
+{"mode": "train", "epoch": 125, "iter": 200, "lr": 0.0018, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06279, "loss": 0.06279, "time": 0.36342}
+{"mode": "train", "epoch": 125, "iter": 300, "lr": 0.00179, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07202, "loss": 0.07202, "time": 0.36372}
+{"mode": "train", "epoch": 125, "iter": 400, "lr": 0.00179, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.08601, "loss": 0.08601, "time": 0.36329}
+{"mode": "train", "epoch": 125, "iter": 500, "lr": 0.00178, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.0964, "loss": 0.0964, "time": 0.36328}
+{"mode": "train", "epoch": 125, "iter": 600, "lr": 0.00177, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99, "top5_acc": 0.99938, "loss_cls": 0.07426, "loss": 0.07426, "time": 0.3633}
+{"mode": "train", "epoch": 125, "iter": 700, "lr": 0.00177, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06785, "loss": 0.06785, "time": 0.36325}
+{"mode": "train", "epoch": 125, "iter": 800, "lr": 0.00176, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06542, "loss": 0.06542, "time": 0.36316}
+{"mode": "train", "epoch": 125, "iter": 900, "lr": 0.00176, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.07021, "loss": 0.07021, "time": 0.36372}
+{"mode": "train", "epoch": 125, "iter": 1000, "lr": 0.00175, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.07962, "loss": 0.07962, "time": 0.36362}
+{"mode": "train", "epoch": 125, "iter": 1100, "lr": 0.00175, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06774, "loss": 0.06774, "time": 0.36361}
+{"mode": "train", "epoch": 125, "iter": 1200, "lr": 0.00174, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.07958, "loss": 0.07958, "time": 0.36491}
+{"mode": "train", "epoch": 125, "iter": 1300, "lr": 0.00173, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.08129, "loss": 0.08129, "time": 0.3649}
+{"mode": "train", "epoch": 125, "iter": 1400, "lr": 0.00173, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.09034, "loss": 0.09034, "time": 0.36532}
+{"mode": "train", "epoch": 125, "iter": 1500, "lr": 0.00172, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06764, "loss": 0.06764, "time": 0.36571}
+{"mode": "train", "epoch": 125, "iter": 1600, "lr": 0.00172, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.09447, "loss": 0.09447, "time": 0.36572}
+{"mode": "train", "epoch": 125, "iter": 1700, "lr": 0.00171, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.985, "top5_acc": 0.99938, "loss_cls": 0.08496, "loss": 0.08496, "time": 0.36505}
+{"mode": "train", "epoch": 125, "iter": 1800, "lr": 0.00171, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.0835, "loss": 0.0835, "time": 0.3646}
+{"mode": "train", "epoch": 125, "iter": 1900, "lr": 0.0017, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07604, "loss": 0.07604, "time": 0.36474}
+{"mode": "train", "epoch": 125, "iter": 2000, "lr": 0.00169, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9875, "top5_acc": 0.99875, "loss_cls": 0.09085, "loss": 0.09085, "time": 0.36502}
+{"mode": "train", "epoch": 125, "iter": 2100, "lr": 0.00169, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06679, "loss": 0.06679, "time": 0.36465}
+{"mode": "train", "epoch": 125, "iter": 2200, "lr": 0.00168, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.09313, "loss": 0.09313, "time": 0.36534}
+{"mode": "train", "epoch": 125, "iter": 2300, "lr": 0.00168, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.08779, "loss": 0.08779, "time": 0.36465}
+{"mode": "val", "epoch": 125, "iter": 1184, "lr": 0.00167, "top1_acc": 0.94533, "top5_acc": 0.99371}
+{"mode": "train", "epoch": 126, "iter": 100, "lr": 0.00167, "memory": 6525, "data_time": 0.1715, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.0802, "loss": 0.0802, "time": 0.39542}
+{"mode": "train", "epoch": 126, "iter": 200, "lr": 0.00166, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.07166, "loss": 0.07166, "time": 0.22639}
+{"mode": "train", "epoch": 126, "iter": 300, "lr": 0.00166, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05418, "loss": 0.05418, "time": 0.22559}
+{"mode": "train", "epoch": 126, "iter": 400, "lr": 0.00165, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05706, "loss": 0.05706, "time": 0.22632}
+{"mode": "train", "epoch": 126, "iter": 500, "lr": 0.00165, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99625, "top5_acc": 0.99938, "loss_cls": 0.05212, "loss": 0.05212, "time": 0.22474}
+{"mode": "train", "epoch": 126, "iter": 600, "lr": 0.00164, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.98562, "top5_acc": 0.99938, "loss_cls": 0.08565, "loss": 0.08565, "time": 0.22466}
+{"mode": "train", "epoch": 126, "iter": 700, "lr": 0.00164, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07681, "loss": 0.07681, "time": 0.22511}
+{"mode": "train", "epoch": 126, "iter": 800, "lr": 0.00163, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05614, "loss": 0.05614, "time": 0.22535}
+{"mode": "train", "epoch": 126, "iter": 900, "lr": 0.00163, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.98625, "top5_acc": 0.99938, "loss_cls": 0.07889, "loss": 0.07889, "time": 0.22672}
+{"mode": "train", "epoch": 126, "iter": 1000, "lr": 0.00162, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.06953, "loss": 0.06953, "time": 0.22633}
+{"mode": "train", "epoch": 126, "iter": 1100, "lr": 0.00161, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.05689, "loss": 0.05689, "time": 0.22626}
+{"mode": "train", "epoch": 126, "iter": 1200, "lr": 0.00161, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.06527, "loss": 0.06527, "time": 0.22594}
+{"mode": "train", "epoch": 126, "iter": 1300, "lr": 0.0016, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.06616, "loss": 0.06616, "time": 0.22688}
+{"mode": "train", "epoch": 126, "iter": 1400, "lr": 0.0016, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06233, "loss": 0.06233, "time": 0.22549}
+{"mode": "train", "epoch": 126, "iter": 1500, "lr": 0.00159, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.06339, "loss": 0.06339, "time": 0.22534}
+{"mode": "train", "epoch": 126, "iter": 1600, "lr": 0.00159, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.0757, "loss": 0.0757, "time": 0.22636}
+{"mode": "train", "epoch": 126, "iter": 1700, "lr": 0.00158, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07015, "loss": 0.07015, "time": 0.22625}
+{"mode": "train", "epoch": 126, "iter": 1800, "lr": 0.00158, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06628, "loss": 0.06628, "time": 0.22679}
+{"mode": "train", "epoch": 126, "iter": 1900, "lr": 0.00157, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05812, "loss": 0.05812, "time": 0.22622}
+{"mode": "train", "epoch": 126, "iter": 2000, "lr": 0.00157, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.0618, "loss": 0.0618, "time": 0.22647}
+{"mode": "train", "epoch": 126, "iter": 2100, "lr": 0.00156, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07149, "loss": 0.07149, "time": 0.22556}
+{"mode": "train", "epoch": 126, "iter": 2200, "lr": 0.00155, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07195, "loss": 0.07195, "time": 0.22617}
+{"mode": "train", "epoch": 126, "iter": 2300, "lr": 0.00155, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07369, "loss": 0.07369, "time": 0.22522}
+{"mode": "val", "epoch": 126, "iter": 1184, "lr": 0.00155, "top1_acc": 0.95362, "top5_acc": 0.99451}
+{"mode": "train", "epoch": 127, "iter": 100, "lr": 0.00154, "memory": 6525, "data_time": 0.16957, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05353, "loss": 0.05353, "time": 0.39506}
+{"mode": "train", "epoch": 127, "iter": 200, "lr": 0.00154, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0449, "loss": 0.0449, "time": 0.22473}
+{"mode": "train", "epoch": 127, "iter": 300, "lr": 0.00153, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.0687, "loss": 0.0687, "time": 0.22473}
+{"mode": "train", "epoch": 127, "iter": 400, "lr": 0.00152, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05135, "loss": 0.05135, "time": 0.22501}
+{"mode": "train", "epoch": 127, "iter": 500, "lr": 0.00152, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06545, "loss": 0.06545, "time": 0.22502}
+{"mode": "train", "epoch": 127, "iter": 600, "lr": 0.00151, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04986, "loss": 0.04986, "time": 0.22546}
+{"mode": "train", "epoch": 127, "iter": 700, "lr": 0.00151, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05089, "loss": 0.05089, "time": 0.22516}
+{"mode": "train", "epoch": 127, "iter": 800, "lr": 0.0015, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.0576, "loss": 0.0576, "time": 0.22581}
+{"mode": "train", "epoch": 127, "iter": 900, "lr": 0.0015, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.06095, "loss": 0.06095, "time": 0.22507}
+{"mode": "train", "epoch": 127, "iter": 1000, "lr": 0.00149, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05372, "loss": 0.05372, "time": 0.22536}
+{"mode": "train", "epoch": 127, "iter": 1100, "lr": 0.00149, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05026, "loss": 0.05026, "time": 0.22475}
+{"mode": "train", "epoch": 127, "iter": 1200, "lr": 0.00148, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04845, "loss": 0.04845, "time": 0.22518}
+{"mode": "train", "epoch": 127, "iter": 1300, "lr": 0.00148, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.0505, "loss": 0.0505, "time": 0.22617}
+{"mode": "train", "epoch": 127, "iter": 1400, "lr": 0.00147, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.05609, "loss": 0.05609, "time": 0.22577}
+{"mode": "train", "epoch": 127, "iter": 1500, "lr": 0.00147, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06148, "loss": 0.06148, "time": 0.22584}
+{"mode": "train", "epoch": 127, "iter": 1600, "lr": 0.00146, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04885, "loss": 0.04885, "time": 0.22594}
+{"mode": "train", "epoch": 127, "iter": 1700, "lr": 0.00146, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.05917, "loss": 0.05917, "time": 0.22588}
+{"mode": "train", "epoch": 127, "iter": 1800, "lr": 0.00145, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06087, "loss": 0.06087, "time": 0.22588}
+{"mode": "train", "epoch": 127, "iter": 1900, "lr": 0.00145, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.05724, "loss": 0.05724, "time": 0.22656}
+{"mode": "train", "epoch": 127, "iter": 2000, "lr": 0.00144, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.0603, "loss": 0.0603, "time": 0.22686}
+{"mode": "train", "epoch": 127, "iter": 2100, "lr": 0.00144, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06346, "loss": 0.06346, "time": 0.22688}
+{"mode": "train", "epoch": 127, "iter": 2200, "lr": 0.00143, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06376, "loss": 0.06376, "time": 0.22521}
+{"mode": "train", "epoch": 127, "iter": 2300, "lr": 0.00143, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05389, "loss": 0.05389, "time": 0.22494}
+{"mode": "val", "epoch": 127, "iter": 1184, "lr": 0.00142, "top1_acc": 0.95489, "top5_acc": 0.99398}
+{"mode": "train", "epoch": 128, "iter": 100, "lr": 0.00142, "memory": 6525, "data_time": 0.17115, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05429, "loss": 0.05429, "time": 0.39469}
+{"mode": "train", "epoch": 128, "iter": 200, "lr": 0.00141, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05359, "loss": 0.05359, "time": 0.22349}
+{"mode": "train", "epoch": 128, "iter": 300, "lr": 0.00141, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.05311, "loss": 0.05311, "time": 0.22368}
+{"mode": "train", "epoch": 128, "iter": 400, "lr": 0.0014, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04547, "loss": 0.04547, "time": 0.22406}
+{"mode": "train", "epoch": 128, "iter": 500, "lr": 0.0014, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04726, "loss": 0.04726, "time": 0.22428}
+{"mode": "train", "epoch": 128, "iter": 600, "lr": 0.00139, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04797, "loss": 0.04797, "time": 0.22433}
+{"mode": "train", "epoch": 128, "iter": 700, "lr": 0.00139, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.052, "loss": 0.052, "time": 0.22444}
+{"mode": "train", "epoch": 128, "iter": 800, "lr": 0.00138, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04728, "loss": 0.04728, "time": 0.22441}
+{"mode": "train", "epoch": 128, "iter": 900, "lr": 0.00138, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06503, "loss": 0.06503, "time": 0.22622}
+{"mode": "train", "epoch": 128, "iter": 1000, "lr": 0.00137, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.06127, "loss": 0.06127, "time": 0.22546}
+{"mode": "train", "epoch": 128, "iter": 1100, "lr": 0.00137, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05782, "loss": 0.05782, "time": 0.22618}
+{"mode": "train", "epoch": 128, "iter": 1200, "lr": 0.00136, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04509, "loss": 0.04509, "time": 0.22569}
+{"mode": "train", "epoch": 128, "iter": 1300, "lr": 0.00136, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04178, "loss": 0.04178, "time": 0.22571}
+{"mode": "train", "epoch": 128, "iter": 1400, "lr": 0.00135, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06066, "loss": 0.06066, "time": 0.22496}
+{"mode": "train", "epoch": 128, "iter": 1500, "lr": 0.00135, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04324, "loss": 0.04324, "time": 0.22544}
+{"mode": "train", "epoch": 128, "iter": 1600, "lr": 0.00134, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.05311, "loss": 0.05311, "time": 0.22529}
+{"mode": "train", "epoch": 128, "iter": 1700, "lr": 0.00134, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04587, "loss": 0.04587, "time": 0.22475}
+{"mode": "train", "epoch": 128, "iter": 1800, "lr": 0.00133, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04325, "loss": 0.04325, "time": 0.22501}
+{"mode": "train", "epoch": 128, "iter": 1900, "lr": 0.00133, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05577, "loss": 0.05577, "time": 0.2255}
+{"mode": "train", "epoch": 128, "iter": 2000, "lr": 0.00132, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05386, "loss": 0.05386, "time": 0.22508}
+{"mode": "train", "epoch": 128, "iter": 2100, "lr": 0.00132, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04946, "loss": 0.04946, "time": 0.22562}
+{"mode": "train", "epoch": 128, "iter": 2200, "lr": 0.00131, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05778, "loss": 0.05778, "time": 0.22479}
+{"mode": "train", "epoch": 128, "iter": 2300, "lr": 0.00131, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.0486, "loss": 0.0486, "time": 0.22503}
+{"mode": "val", "epoch": 128, "iter": 1184, "lr": 0.0013, "top1_acc": 0.95563, "top5_acc": 0.99451}
+{"mode": "train", "epoch": 129, "iter": 100, "lr": 0.0013, "memory": 6525, "data_time": 0.16659, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04512, "loss": 0.04512, "time": 0.39079}
+{"mode": "train", "epoch": 129, "iter": 200, "lr": 0.00129, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04577, "loss": 0.04577, "time": 0.22488}
+{"mode": "train", "epoch": 129, "iter": 300, "lr": 0.00129, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04465, "loss": 0.04465, "time": 0.22449}
+{"mode": "train", "epoch": 129, "iter": 400, "lr": 0.00128, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03968, "loss": 0.03968, "time": 0.22476}
+{"mode": "train", "epoch": 129, "iter": 500, "lr": 0.00128, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04564, "loss": 0.04564, "time": 0.22501}
+{"mode": "train", "epoch": 129, "iter": 600, "lr": 0.00127, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.041, "loss": 0.041, "time": 0.22472}
+{"mode": "train", "epoch": 129, "iter": 700, "lr": 0.00127, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.03989, "loss": 0.03989, "time": 0.22463}
+{"mode": "train", "epoch": 129, "iter": 800, "lr": 0.00126, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03938, "loss": 0.03938, "time": 0.22482}
+{"mode": "train", "epoch": 129, "iter": 900, "lr": 0.00126, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04797, "loss": 0.04797, "time": 0.22475}
+{"mode": "train", "epoch": 129, "iter": 1000, "lr": 0.00125, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.0634, "loss": 0.0634, "time": 0.22486}
+{"mode": "train", "epoch": 129, "iter": 1100, "lr": 0.00125, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04229, "loss": 0.04229, "time": 0.22586}
+{"mode": "train", "epoch": 129, "iter": 1200, "lr": 0.00124, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04305, "loss": 0.04305, "time": 0.22623}
+{"mode": "train", "epoch": 129, "iter": 1300, "lr": 0.00124, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.0505, "loss": 0.0505, "time": 0.22583}
+{"mode": "train", "epoch": 129, "iter": 1400, "lr": 0.00124, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04769, "loss": 0.04769, "time": 0.22534}
+{"mode": "train", "epoch": 129, "iter": 1500, "lr": 0.00123, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.0456, "loss": 0.0456, "time": 0.22626}
+{"mode": "train", "epoch": 129, "iter": 1600, "lr": 0.00123, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04227, "loss": 0.04227, "time": 0.22549}
+{"mode": "train", "epoch": 129, "iter": 1700, "lr": 0.00122, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.0403, "loss": 0.0403, "time": 0.22529}
+{"mode": "train", "epoch": 129, "iter": 1800, "lr": 0.00122, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04848, "loss": 0.04848, "time": 0.22634}
+{"mode": "train", "epoch": 129, "iter": 1900, "lr": 0.00121, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04499, "loss": 0.04499, "time": 0.22565}
+{"mode": "train", "epoch": 129, "iter": 2000, "lr": 0.00121, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04158, "loss": 0.04158, "time": 0.22512}
+{"mode": "train", "epoch": 129, "iter": 2100, "lr": 0.0012, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04161, "loss": 0.04161, "time": 0.22517}
+{"mode": "train", "epoch": 129, "iter": 2200, "lr": 0.0012, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04813, "loss": 0.04813, "time": 0.22512}
+{"mode": "train", "epoch": 129, "iter": 2300, "lr": 0.00119, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04162, "loss": 0.04162, "time": 0.22623}
+{"mode": "val", "epoch": 129, "iter": 1184, "lr": 0.00119, "top1_acc": 0.95484, "top5_acc": 0.99414}
+{"mode": "train", "epoch": 130, "iter": 100, "lr": 0.00118, "memory": 6525, "data_time": 0.16619, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04269, "loss": 0.04269, "time": 0.39036}
+{"mode": "train", "epoch": 130, "iter": 200, "lr": 0.00118, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03852, "loss": 0.03852, "time": 0.22438}
+{"mode": "train", "epoch": 130, "iter": 300, "lr": 0.00118, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03641, "loss": 0.03641, "time": 0.22482}
+{"mode": "train", "epoch": 130, "iter": 400, "lr": 0.00117, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04154, "loss": 0.04154, "time": 0.22437}
+{"mode": "train", "epoch": 130, "iter": 500, "lr": 0.00117, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04515, "loss": 0.04515, "time": 0.22587}
+{"mode": "train", "epoch": 130, "iter": 600, "lr": 0.00116, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.04501, "loss": 0.04501, "time": 0.22592}
+{"mode": "train", "epoch": 130, "iter": 700, "lr": 0.00116, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03408, "loss": 0.03408, "time": 0.22559}
+{"mode": "train", "epoch": 130, "iter": 800, "lr": 0.00115, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03679, "loss": 0.03679, "time": 0.2251}
+{"mode": "train", "epoch": 130, "iter": 900, "lr": 0.00115, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04111, "loss": 0.04111, "time": 0.2248}
+{"mode": "train", "epoch": 130, "iter": 1000, "lr": 0.00114, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03951, "loss": 0.03951, "time": 0.22477}
+{"mode": "train", "epoch": 130, "iter": 1100, "lr": 0.00114, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03675, "loss": 0.03675, "time": 0.2246}
+{"mode": "train", "epoch": 130, "iter": 1200, "lr": 0.00113, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04171, "loss": 0.04171, "time": 0.22523}
+{"mode": "train", "epoch": 130, "iter": 1300, "lr": 0.00113, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03663, "loss": 0.03663, "time": 0.22433}
+{"mode": "train", "epoch": 130, "iter": 1400, "lr": 0.00112, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03465, "loss": 0.03465, "time": 0.22468}
+{"mode": "train", "epoch": 130, "iter": 1500, "lr": 0.00112, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04362, "loss": 0.04362, "time": 0.22482}
+{"mode": "train", "epoch": 130, "iter": 1600, "lr": 0.00112, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0349, "loss": 0.0349, "time": 0.22623}
+{"mode": "train", "epoch": 130, "iter": 1700, "lr": 0.00111, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03377, "loss": 0.03377, "time": 0.22864}
+{"mode": "train", "epoch": 130, "iter": 1800, "lr": 0.00111, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.0386, "loss": 0.0386, "time": 0.22711}
+{"mode": "train", "epoch": 130, "iter": 1900, "lr": 0.0011, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03849, "loss": 0.03849, "time": 0.22741}
+{"mode": "train", "epoch": 130, "iter": 2000, "lr": 0.0011, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03805, "loss": 0.03805, "time": 0.22644}
+{"mode": "train", "epoch": 130, "iter": 2100, "lr": 0.00109, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03826, "loss": 0.03826, "time": 0.22543}
+{"mode": "train", "epoch": 130, "iter": 2200, "lr": 0.00109, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03079, "loss": 0.03079, "time": 0.22481}
+{"mode": "train", "epoch": 130, "iter": 2300, "lr": 0.00108, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03508, "loss": 0.03508, "time": 0.22465}
+{"mode": "val", "epoch": 130, "iter": 1184, "lr": 0.00108, "top1_acc": 0.95658, "top5_acc": 0.99445}
+{"mode": "train", "epoch": 131, "iter": 100, "lr": 0.00108, "memory": 6525, "data_time": 0.1682, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03195, "loss": 0.03195, "time": 0.39248}
+{"mode": "train", "epoch": 131, "iter": 200, "lr": 0.00107, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04556, "loss": 0.04556, "time": 0.22392}
+{"mode": "train", "epoch": 131, "iter": 300, "lr": 0.00107, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99812, "top5_acc": 0.99938, "loss_cls": 0.03986, "loss": 0.03986, "time": 0.22427}
+{"mode": "train", "epoch": 131, "iter": 400, "lr": 0.00106, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03547, "loss": 0.03547, "time": 0.22408}
+{"mode": "train", "epoch": 131, "iter": 500, "lr": 0.00106, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03855, "loss": 0.03855, "time": 0.22458}
+{"mode": "train", "epoch": 131, "iter": 600, "lr": 0.00105, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0367, "loss": 0.0367, "time": 0.22571}
+{"mode": "train", "epoch": 131, "iter": 700, "lr": 0.00105, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03682, "loss": 0.03682, "time": 0.22478}
+{"mode": "train", "epoch": 131, "iter": 800, "lr": 0.00104, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03618, "loss": 0.03618, "time": 0.22826}
+{"mode": "train", "epoch": 131, "iter": 900, "lr": 0.00104, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03181, "loss": 0.03181, "time": 0.22768}
+{"mode": "train", "epoch": 131, "iter": 1000, "lr": 0.00104, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04302, "loss": 0.04302, "time": 0.22561}
+{"mode": "train", "epoch": 131, "iter": 1100, "lr": 0.00103, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04207, "loss": 0.04207, "time": 0.22502}
+{"mode": "train", "epoch": 131, "iter": 1200, "lr": 0.00103, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03653, "loss": 0.03653, "time": 0.22606}
+{"mode": "train", "epoch": 131, "iter": 1300, "lr": 0.00102, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04054, "loss": 0.04054, "time": 0.22702}
+{"mode": "train", "epoch": 131, "iter": 1400, "lr": 0.00102, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04171, "loss": 0.04171, "time": 0.22596}
+{"mode": "train", "epoch": 131, "iter": 1500, "lr": 0.00101, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0314, "loss": 0.0314, "time": 0.22588}
+{"mode": "train", "epoch": 131, "iter": 1600, "lr": 0.00101, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03344, "loss": 0.03344, "time": 0.22655}
+{"mode": "train", "epoch": 131, "iter": 1700, "lr": 0.00101, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03794, "loss": 0.03794, "time": 0.22629}
+{"mode": "train", "epoch": 131, "iter": 1800, "lr": 0.001, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03375, "loss": 0.03375, "time": 0.22467}
+{"mode": "train", "epoch": 131, "iter": 1900, "lr": 0.001, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03148, "loss": 0.03148, "time": 0.22699}
+{"mode": "train", "epoch": 131, "iter": 2000, "lr": 0.00099, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03276, "loss": 0.03276, "time": 0.22526}
+{"mode": "train", "epoch": 131, "iter": 2100, "lr": 0.00099, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03939, "loss": 0.03939, "time": 0.22635}
+{"mode": "train", "epoch": 131, "iter": 2200, "lr": 0.00098, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03196, "loss": 0.03196, "time": 0.22668}
+{"mode": "train", "epoch": 131, "iter": 2300, "lr": 0.00098, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03279, "loss": 0.03279, "time": 0.22555}
+{"mode": "val", "epoch": 131, "iter": 1184, "lr": 0.00098, "top1_acc": 0.95764, "top5_acc": 0.99445}
+{"mode": "train", "epoch": 132, "iter": 100, "lr": 0.00097, "memory": 6525, "data_time": 0.16725, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02942, "loss": 0.02942, "time": 0.39156}
+{"mode": "train", "epoch": 132, "iter": 200, "lr": 0.00097, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02977, "loss": 0.02977, "time": 0.22476}
+{"mode": "train", "epoch": 132, "iter": 300, "lr": 0.00096, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03216, "loss": 0.03216, "time": 0.22376}
+{"mode": "train", "epoch": 132, "iter": 400, "lr": 0.00096, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03124, "loss": 0.03124, "time": 0.22416}
+{"mode": "train", "epoch": 132, "iter": 500, "lr": 0.00096, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03337, "loss": 0.03337, "time": 0.22458}
+{"mode": "train", "epoch": 132, "iter": 600, "lr": 0.00095, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03006, "loss": 0.03006, "time": 0.22622}
+{"mode": "train", "epoch": 132, "iter": 700, "lr": 0.00095, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05469, "loss": 0.05469, "time": 0.22773}
+{"mode": "train", "epoch": 132, "iter": 800, "lr": 0.00094, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03573, "loss": 0.03573, "time": 0.22604}
+{"mode": "train", "epoch": 132, "iter": 900, "lr": 0.00094, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0397, "loss": 0.0397, "time": 0.22499}
+{"mode": "train", "epoch": 132, "iter": 1000, "lr": 0.00093, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03425, "loss": 0.03425, "time": 0.22491}
+{"mode": "train", "epoch": 132, "iter": 1100, "lr": 0.00093, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03638, "loss": 0.03638, "time": 0.22476}
+{"mode": "train", "epoch": 132, "iter": 1200, "lr": 0.00093, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03008, "loss": 0.03008, "time": 0.22471}
+{"mode": "train", "epoch": 132, "iter": 1300, "lr": 0.00092, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03252, "loss": 0.03252, "time": 0.22481}
+{"mode": "train", "epoch": 132, "iter": 1400, "lr": 0.00092, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03156, "loss": 0.03156, "time": 0.22683}
+{"mode": "train", "epoch": 132, "iter": 1500, "lr": 0.00091, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04094, "loss": 0.04094, "time": 0.22614}
+{"mode": "train", "epoch": 132, "iter": 1600, "lr": 0.00091, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03197, "loss": 0.03197, "time": 0.22583}
+{"mode": "train", "epoch": 132, "iter": 1700, "lr": 0.0009, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03473, "loss": 0.03473, "time": 0.2261}
+{"mode": "train", "epoch": 132, "iter": 1800, "lr": 0.0009, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02955, "loss": 0.02955, "time": 0.22559}
+{"mode": "train", "epoch": 132, "iter": 1900, "lr": 0.0009, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03192, "loss": 0.03192, "time": 0.22653}
+{"mode": "train", "epoch": 132, "iter": 2000, "lr": 0.00089, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03336, "loss": 0.03336, "time": 0.22582}
+{"mode": "train", "epoch": 132, "iter": 2100, "lr": 0.00089, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03267, "loss": 0.03267, "time": 0.22519}
+{"mode": "train", "epoch": 132, "iter": 2200, "lr": 0.00088, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03603, "loss": 0.03603, "time": 0.22508}
+{"mode": "train", "epoch": 132, "iter": 2300, "lr": 0.00088, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03568, "loss": 0.03568, "time": 0.22488}
+{"mode": "val", "epoch": 132, "iter": 1184, "lr": 0.00088, "top1_acc": 0.9578, "top5_acc": 0.99498}
+{"mode": "train", "epoch": 133, "iter": 100, "lr": 0.00087, "memory": 6525, "data_time": 0.16917, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03082, "loss": 0.03082, "time": 0.3932}
+{"mode": "train", "epoch": 133, "iter": 200, "lr": 0.00087, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03253, "loss": 0.03253, "time": 0.22382}
+{"mode": "train", "epoch": 133, "iter": 300, "lr": 0.00087, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03706, "loss": 0.03706, "time": 0.22482}
+{"mode": "train", "epoch": 133, "iter": 400, "lr": 0.00086, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03879, "loss": 0.03879, "time": 0.2251}
+{"mode": "train", "epoch": 133, "iter": 500, "lr": 0.00086, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03543, "loss": 0.03543, "time": 0.22487}
+{"mode": "train", "epoch": 133, "iter": 600, "lr": 0.00085, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03262, "loss": 0.03262, "time": 0.22553}
+{"mode": "train", "epoch": 133, "iter": 700, "lr": 0.00085, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0298, "loss": 0.0298, "time": 0.22533}
+{"mode": "train", "epoch": 133, "iter": 800, "lr": 0.00085, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03669, "loss": 0.03669, "time": 0.22563}
+{"mode": "train", "epoch": 133, "iter": 900, "lr": 0.00084, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03766, "loss": 0.03766, "time": 0.22487}
+{"mode": "train", "epoch": 133, "iter": 1000, "lr": 0.00084, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03441, "loss": 0.03441, "time": 0.22531}
+{"mode": "train", "epoch": 133, "iter": 1100, "lr": 0.00083, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03028, "loss": 0.03028, "time": 0.2257}
+{"mode": "train", "epoch": 133, "iter": 1200, "lr": 0.00083, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.0391, "loss": 0.0391, "time": 0.22557}
+{"mode": "train", "epoch": 133, "iter": 1300, "lr": 0.00083, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0327, "loss": 0.0327, "time": 0.22532}
+{"mode": "train", "epoch": 133, "iter": 1400, "lr": 0.00082, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02872, "loss": 0.02872, "time": 0.22678}
+{"mode": "train", "epoch": 133, "iter": 1500, "lr": 0.00082, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03488, "loss": 0.03488, "time": 0.22611}
+{"mode": "train", "epoch": 133, "iter": 1600, "lr": 0.00081, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02998, "loss": 0.02998, "time": 0.22527}
+{"mode": "train", "epoch": 133, "iter": 1700, "lr": 0.00081, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03033, "loss": 0.03033, "time": 0.22481}
+{"mode": "train", "epoch": 133, "iter": 1800, "lr": 0.00081, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03134, "loss": 0.03134, "time": 0.22504}
+{"mode": "train", "epoch": 133, "iter": 1900, "lr": 0.0008, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0357, "loss": 0.0357, "time": 0.22575}
+{"mode": "train", "epoch": 133, "iter": 2000, "lr": 0.0008, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02823, "loss": 0.02823, "time": 0.22754}
+{"mode": "train", "epoch": 133, "iter": 2100, "lr": 0.00079, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03197, "loss": 0.03197, "time": 0.22506}
+{"mode": "train", "epoch": 133, "iter": 2200, "lr": 0.00079, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03077, "loss": 0.03077, "time": 0.22524}
+{"mode": "train", "epoch": 133, "iter": 2300, "lr": 0.00079, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03106, "loss": 0.03106, "time": 0.22515}
+{"mode": "val", "epoch": 133, "iter": 1184, "lr": 0.00078, "top1_acc": 0.95769, "top5_acc": 0.99498}
+{"mode": "train", "epoch": 134, "iter": 100, "lr": 0.00078, "memory": 6525, "data_time": 0.16759, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02579, "loss": 0.02579, "time": 0.39279}
+{"mode": "train", "epoch": 134, "iter": 200, "lr": 0.00078, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02565, "loss": 0.02565, "time": 0.22486}
+{"mode": "train", "epoch": 134, "iter": 300, "lr": 0.00077, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0294, "loss": 0.0294, "time": 0.22559}
+{"mode": "train", "epoch": 134, "iter": 400, "lr": 0.00077, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02934, "loss": 0.02934, "time": 0.2255}
+{"mode": "train", "epoch": 134, "iter": 500, "lr": 0.00076, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02958, "loss": 0.02958, "time": 0.22556}
+{"mode": "train", "epoch": 134, "iter": 600, "lr": 0.00076, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0278, "loss": 0.0278, "time": 0.22575}
+{"mode": "train", "epoch": 134, "iter": 700, "lr": 0.00076, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0271, "loss": 0.0271, "time": 0.22561}
+{"mode": "train", "epoch": 134, "iter": 800, "lr": 0.00075, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03072, "loss": 0.03072, "time": 0.22525}
+{"mode": "train", "epoch": 134, "iter": 900, "lr": 0.00075, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02685, "loss": 0.02685, "time": 0.22475}
+{"mode": "train", "epoch": 134, "iter": 1000, "lr": 0.00075, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02817, "loss": 0.02817, "time": 0.22442}
+{"mode": "train", "epoch": 134, "iter": 1100, "lr": 0.00074, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02773, "loss": 0.02773, "time": 0.22441}
+{"mode": "train", "epoch": 134, "iter": 1200, "lr": 0.00074, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02736, "loss": 0.02736, "time": 0.22464}
+{"mode": "train", "epoch": 134, "iter": 1300, "lr": 0.00073, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02839, "loss": 0.02839, "time": 0.22429}
+{"mode": "train", "epoch": 134, "iter": 1400, "lr": 0.00073, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02561, "loss": 0.02561, "time": 0.2246}
+{"mode": "train", "epoch": 134, "iter": 1500, "lr": 0.00073, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02525, "loss": 0.02525, "time": 0.22582}
+{"mode": "train", "epoch": 134, "iter": 1600, "lr": 0.00072, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02832, "loss": 0.02832, "time": 0.22533}
+{"mode": "train", "epoch": 134, "iter": 1700, "lr": 0.00072, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02696, "loss": 0.02696, "time": 0.22639}
+{"mode": "train", "epoch": 134, "iter": 1800, "lr": 0.00072, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03032, "loss": 0.03032, "time": 0.22574}
+{"mode": "train", "epoch": 134, "iter": 1900, "lr": 0.00071, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0284, "loss": 0.0284, "time": 0.22509}
+{"mode": "train", "epoch": 134, "iter": 2000, "lr": 0.00071, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0335, "loss": 0.0335, "time": 0.22653}
+{"mode": "train", "epoch": 134, "iter": 2100, "lr": 0.0007, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02812, "loss": 0.02812, "time": 0.22672}
+{"mode": "train", "epoch": 134, "iter": 2200, "lr": 0.0007, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02753, "loss": 0.02753, "time": 0.22531}
+{"mode": "train", "epoch": 134, "iter": 2300, "lr": 0.0007, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0282, "loss": 0.0282, "time": 0.22469}
+{"mode": "val", "epoch": 134, "iter": 1184, "lr": 0.0007, "top1_acc": 0.95922, "top5_acc": 0.9943}
+{"mode": "train", "epoch": 135, "iter": 100, "lr": 0.00069, "memory": 6525, "data_time": 0.16511, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02612, "loss": 0.02612, "time": 0.391}
+{"mode": "train", "epoch": 135, "iter": 200, "lr": 0.00069, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02476, "loss": 0.02476, "time": 0.22538}
+{"mode": "train", "epoch": 135, "iter": 300, "lr": 0.00068, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02933, "loss": 0.02933, "time": 0.22489}
+{"mode": "train", "epoch": 135, "iter": 400, "lr": 0.00068, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02649, "loss": 0.02649, "time": 0.22673}
+{"mode": "train", "epoch": 135, "iter": 500, "lr": 0.00068, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02812, "loss": 0.02812, "time": 0.22731}
+{"mode": "train", "epoch": 135, "iter": 600, "lr": 0.00067, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0249, "loss": 0.0249, "time": 0.22678}
+{"mode": "train", "epoch": 135, "iter": 700, "lr": 0.00067, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02783, "loss": 0.02783, "time": 0.22579}
+{"mode": "train", "epoch": 135, "iter": 800, "lr": 0.00067, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02795, "loss": 0.02795, "time": 0.22509}
+{"mode": "train", "epoch": 135, "iter": 900, "lr": 0.00066, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02762, "loss": 0.02762, "time": 0.2256}
+{"mode": "train", "epoch": 135, "iter": 1000, "lr": 0.00066, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02785, "loss": 0.02785, "time": 0.22533}
+{"mode": "train", "epoch": 135, "iter": 1100, "lr": 0.00066, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02766, "loss": 0.02766, "time": 0.2251}
+{"mode": "train", "epoch": 135, "iter": 1200, "lr": 0.00065, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02876, "loss": 0.02876, "time": 0.22514}
+{"mode": "train", "epoch": 135, "iter": 1300, "lr": 0.00065, "memory": 6525, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02632, "loss": 0.02632, "time": 0.22736}
+{"mode": "train", "epoch": 135, "iter": 1400, "lr": 0.00065, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.026, "loss": 0.026, "time": 0.22716}
+{"mode": "train", "epoch": 135, "iter": 1500, "lr": 0.00064, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02529, "loss": 0.02529, "time": 0.22563}
+{"mode": "train", "epoch": 135, "iter": 1600, "lr": 0.00064, "memory": 6525, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02571, "loss": 0.02571, "time": 0.22676}
+{"mode": "train", "epoch": 135, "iter": 1700, "lr": 0.00063, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03061, "loss": 0.03061, "time": 0.2266}
+{"mode": "train", "epoch": 135, "iter": 1800, "lr": 0.00063, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02714, "loss": 0.02714, "time": 0.22699}
+{"mode": "train", "epoch": 135, "iter": 1900, "lr": 0.00063, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02817, "loss": 0.02817, "time": 0.22559}
+{"mode": "train", "epoch": 135, "iter": 2000, "lr": 0.00062, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03441, "loss": 0.03441, "time": 0.22539}
+{"mode": "train", "epoch": 135, "iter": 2100, "lr": 0.00062, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02756, "loss": 0.02756, "time": 0.22476}
+{"mode": "train", "epoch": 135, "iter": 2200, "lr": 0.00062, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03018, "loss": 0.03018, "time": 0.22484}
+{"mode": "train", "epoch": 135, "iter": 2300, "lr": 0.00061, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02894, "loss": 0.02894, "time": 0.22537}
+{"mode": "val", "epoch": 135, "iter": 1184, "lr": 0.00061, "top1_acc": 0.96144, "top5_acc": 0.99482}
+{"mode": "train", "epoch": 136, "iter": 100, "lr": 0.00061, "memory": 6525, "data_time": 0.17036, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03069, "loss": 0.03069, "time": 0.3953}
+{"mode": "train", "epoch": 136, "iter": 200, "lr": 0.0006, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02986, "loss": 0.02986, "time": 0.22539}
+{"mode": "train", "epoch": 136, "iter": 300, "lr": 0.0006, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.02844, "loss": 0.02844, "time": 0.22407}
+{"mode": "train", "epoch": 136, "iter": 400, "lr": 0.0006, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02799, "loss": 0.02799, "time": 0.2244}
+{"mode": "train", "epoch": 136, "iter": 500, "lr": 0.00059, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02989, "loss": 0.02989, "time": 0.22453}
+{"mode": "train", "epoch": 136, "iter": 600, "lr": 0.00059, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02689, "loss": 0.02689, "time": 0.22505}
+{"mode": "train", "epoch": 136, "iter": 700, "lr": 0.00059, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02493, "loss": 0.02493, "time": 0.22531}
+{"mode": "train", "epoch": 136, "iter": 800, "lr": 0.00058, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02637, "loss": 0.02637, "time": 0.22532}
+{"mode": "train", "epoch": 136, "iter": 900, "lr": 0.00058, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02631, "loss": 0.02631, "time": 0.22492}
+{"mode": "train", "epoch": 136, "iter": 1000, "lr": 0.00058, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02892, "loss": 0.02892, "time": 0.22503}
+{"mode": "train", "epoch": 136, "iter": 1100, "lr": 0.00057, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02679, "loss": 0.02679, "time": 0.22498}
+{"mode": "train", "epoch": 136, "iter": 1200, "lr": 0.00057, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02825, "loss": 0.02825, "time": 0.2254}
+{"mode": "train", "epoch": 136, "iter": 1300, "lr": 0.00057, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02829, "loss": 0.02829, "time": 0.22543}
+{"mode": "train", "epoch": 136, "iter": 1400, "lr": 0.00056, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02969, "loss": 0.02969, "time": 0.2262}
+{"mode": "train", "epoch": 136, "iter": 1500, "lr": 0.00056, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02588, "loss": 0.02588, "time": 0.22618}
+{"mode": "train", "epoch": 136, "iter": 1600, "lr": 0.00056, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.029, "loss": 0.029, "time": 0.22698}
+{"mode": "train", "epoch": 136, "iter": 1700, "lr": 0.00055, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03061, "loss": 0.03061, "time": 0.22672}
+{"mode": "train", "epoch": 136, "iter": 1800, "lr": 0.00055, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02967, "loss": 0.02967, "time": 0.22553}
+{"mode": "train", "epoch": 136, "iter": 1900, "lr": 0.00055, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0308, "loss": 0.0308, "time": 0.22496}
+{"mode": "train", "epoch": 136, "iter": 2000, "lr": 0.00054, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02621, "loss": 0.02621, "time": 0.22394}
+{"mode": "train", "epoch": 136, "iter": 2100, "lr": 0.00054, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02625, "loss": 0.02625, "time": 0.22445}
+{"mode": "train", "epoch": 136, "iter": 2200, "lr": 0.00054, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02798, "loss": 0.02798, "time": 0.22523}
+{"mode": "train", "epoch": 136, "iter": 2300, "lr": 0.00054, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02447, "loss": 0.02447, "time": 0.22536}
+{"mode": "val", "epoch": 136, "iter": 1184, "lr": 0.00053, "top1_acc": 0.96213, "top5_acc": 0.99467}
+{"mode": "train", "epoch": 137, "iter": 100, "lr": 0.00053, "memory": 6525, "data_time": 0.16887, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02488, "loss": 0.02488, "time": 0.39446}
+{"mode": "train", "epoch": 137, "iter": 200, "lr": 0.00053, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02604, "loss": 0.02604, "time": 0.22546}
+{"mode": "train", "epoch": 137, "iter": 300, "lr": 0.00052, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02943, "loss": 0.02943, "time": 0.22497}
+{"mode": "train", "epoch": 137, "iter": 400, "lr": 0.00052, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02454, "loss": 0.02454, "time": 0.22464}
+{"mode": "train", "epoch": 137, "iter": 500, "lr": 0.00052, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02726, "loss": 0.02726, "time": 0.2246}
+{"mode": "train", "epoch": 137, "iter": 600, "lr": 0.00051, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03178, "loss": 0.03178, "time": 0.22465}
+{"mode": "train", "epoch": 137, "iter": 700, "lr": 0.00051, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02741, "loss": 0.02741, "time": 0.22498}
+{"mode": "train", "epoch": 137, "iter": 800, "lr": 0.00051, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02688, "loss": 0.02688, "time": 0.22482}
+{"mode": "train", "epoch": 137, "iter": 900, "lr": 0.0005, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02572, "loss": 0.02572, "time": 0.22484}
+{"mode": "train", "epoch": 137, "iter": 1000, "lr": 0.0005, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02709, "loss": 0.02709, "time": 0.22501}
+{"mode": "train", "epoch": 137, "iter": 1100, "lr": 0.0005, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 0.99938, "loss_cls": 0.03511, "loss": 0.03511, "time": 0.225}
+{"mode": "train", "epoch": 137, "iter": 1200, "lr": 0.0005, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03109, "loss": 0.03109, "time": 0.22546}
+{"mode": "train", "epoch": 137, "iter": 1300, "lr": 0.00049, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02468, "loss": 0.02468, "time": 0.22526}
+{"mode": "train", "epoch": 137, "iter": 1400, "lr": 0.00049, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02632, "loss": 0.02632, "time": 0.22466}
+{"mode": "train", "epoch": 137, "iter": 1500, "lr": 0.00049, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02767, "loss": 0.02767, "time": 0.22553}
+{"mode": "train", "epoch": 137, "iter": 1600, "lr": 0.00048, "memory": 6525, "data_time": 0.00013, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02497, "loss": 0.02497, "time": 0.22546}
+{"mode": "train", "epoch": 137, "iter": 1700, "lr": 0.00048, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02629, "loss": 0.02629, "time": 0.22576}
+{"mode": "train", "epoch": 137, "iter": 1800, "lr": 0.00048, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03089, "loss": 0.03089, "time": 0.22555}
+{"mode": "train", "epoch": 137, "iter": 1900, "lr": 0.00047, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02708, "loss": 0.02708, "time": 0.22528}
+{"mode": "train", "epoch": 137, "iter": 2000, "lr": 0.00047, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0248, "loss": 0.0248, "time": 0.22633}
+{"mode": "train", "epoch": 137, "iter": 2100, "lr": 0.00047, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03261, "loss": 0.03261, "time": 0.22707}
+{"mode": "train", "epoch": 137, "iter": 2200, "lr": 0.00047, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02547, "loss": 0.02547, "time": 0.22588}
+{"mode": "train", "epoch": 137, "iter": 2300, "lr": 0.00046, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02539, "loss": 0.02539, "time": 0.22561}
+{"mode": "val", "epoch": 137, "iter": 1184, "lr": 0.00046, "top1_acc": 0.96075, "top5_acc": 0.99477}
+{"mode": "train", "epoch": 138, "iter": 100, "lr": 0.00046, "memory": 6525, "data_time": 0.17144, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02551, "loss": 0.02551, "time": 0.39693}
+{"mode": "train", "epoch": 138, "iter": 200, "lr": 0.00045, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02704, "loss": 0.02704, "time": 0.2246}
+{"mode": "train", "epoch": 138, "iter": 300, "lr": 0.00045, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02603, "loss": 0.02603, "time": 0.22519}
+{"mode": "train", "epoch": 138, "iter": 400, "lr": 0.00045, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0244, "loss": 0.0244, "time": 0.2252}
+{"mode": "train", "epoch": 138, "iter": 500, "lr": 0.00045, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02542, "loss": 0.02542, "time": 0.22523}
+{"mode": "train", "epoch": 138, "iter": 600, "lr": 0.00044, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02411, "loss": 0.02411, "time": 0.22542}
+{"mode": "train", "epoch": 138, "iter": 700, "lr": 0.00044, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02524, "loss": 0.02524, "time": 0.22549}
+{"mode": "train", "epoch": 138, "iter": 800, "lr": 0.00044, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02463, "loss": 0.02463, "time": 0.226}
+{"mode": "train", "epoch": 138, "iter": 900, "lr": 0.00043, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02336, "loss": 0.02336, "time": 0.22577}
+{"mode": "train", "epoch": 138, "iter": 1000, "lr": 0.00043, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02545, "loss": 0.02545, "time": 0.22623}
+{"mode": "train", "epoch": 138, "iter": 1100, "lr": 0.00043, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02786, "loss": 0.02786, "time": 0.2246}
+{"mode": "train", "epoch": 138, "iter": 1200, "lr": 0.00043, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02512, "loss": 0.02512, "time": 0.22479}
+{"mode": "train", "epoch": 138, "iter": 1300, "lr": 0.00042, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02527, "loss": 0.02527, "time": 0.2247}
+{"mode": "train", "epoch": 138, "iter": 1400, "lr": 0.00042, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02546, "loss": 0.02546, "time": 0.22511}
+{"mode": "train", "epoch": 138, "iter": 1500, "lr": 0.00042, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02458, "loss": 0.02458, "time": 0.22475}
+{"mode": "train", "epoch": 138, "iter": 1600, "lr": 0.00041, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02532, "loss": 0.02532, "time": 0.22493}
+{"mode": "train", "epoch": 138, "iter": 1700, "lr": 0.00041, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02481, "loss": 0.02481, "time": 0.22642}
+{"mode": "train", "epoch": 138, "iter": 1800, "lr": 0.00041, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02321, "loss": 0.02321, "time": 0.22658}
+{"mode": "train", "epoch": 138, "iter": 1900, "lr": 0.00041, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02361, "loss": 0.02361, "time": 0.22693}
+{"mode": "train", "epoch": 138, "iter": 2000, "lr": 0.0004, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02537, "loss": 0.02537, "time": 0.2255}
+{"mode": "train", "epoch": 138, "iter": 2100, "lr": 0.0004, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02385, "loss": 0.02385, "time": 0.22629}
+{"mode": "train", "epoch": 138, "iter": 2200, "lr": 0.0004, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.024, "loss": 0.024, "time": 0.22666}
+{"mode": "train", "epoch": 138, "iter": 2300, "lr": 0.00039, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02391, "loss": 0.02391, "time": 0.22626}
+{"mode": "val", "epoch": 138, "iter": 1184, "lr": 0.00039, "top1_acc": 0.96107, "top5_acc": 0.99493}
+{"mode": "train", "epoch": 139, "iter": 100, "lr": 0.00039, "memory": 6525, "data_time": 0.17091, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02401, "loss": 0.02401, "time": 0.39626}
+{"mode": "train", "epoch": 139, "iter": 200, "lr": 0.00039, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02434, "loss": 0.02434, "time": 0.22427}
+{"mode": "train", "epoch": 139, "iter": 300, "lr": 0.00038, "memory": 6525, "data_time": 0.00013, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02393, "loss": 0.02393, "time": 0.22444}
+{"mode": "train", "epoch": 139, "iter": 400, "lr": 0.00038, "memory": 6525, "data_time": 0.00013, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0233, "loss": 0.0233, "time": 0.22463}
+{"mode": "train", "epoch": 139, "iter": 500, "lr": 0.00038, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02383, "loss": 0.02383, "time": 0.22478}
+{"mode": "train", "epoch": 139, "iter": 600, "lr": 0.00038, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02456, "loss": 0.02456, "time": 0.22613}
+{"mode": "train", "epoch": 139, "iter": 700, "lr": 0.00037, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0226, "loss": 0.0226, "time": 0.2269}
+{"mode": "train", "epoch": 139, "iter": 800, "lr": 0.00037, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02318, "loss": 0.02318, "time": 0.22606}
+{"mode": "train", "epoch": 139, "iter": 900, "lr": 0.00037, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02672, "loss": 0.02672, "time": 0.22517}
+{"mode": "train", "epoch": 139, "iter": 1000, "lr": 0.00037, "memory": 6525, "data_time": 0.00013, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02425, "loss": 0.02425, "time": 0.22499}
+{"mode": "train", "epoch": 139, "iter": 1100, "lr": 0.00036, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02547, "loss": 0.02547, "time": 0.22508}
+{"mode": "train", "epoch": 139, "iter": 1200, "lr": 0.00036, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0232, "loss": 0.0232, "time": 0.22521}
+{"mode": "train", "epoch": 139, "iter": 1300, "lr": 0.00036, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02294, "loss": 0.02294, "time": 0.22558}
+{"mode": "train", "epoch": 139, "iter": 1400, "lr": 0.00035, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0246, "loss": 0.0246, "time": 0.22582}
+{"mode": "train", "epoch": 139, "iter": 1500, "lr": 0.00035, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0235, "loss": 0.0235, "time": 0.22565}
+{"mode": "train", "epoch": 139, "iter": 1600, "lr": 0.00035, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02578, "loss": 0.02578, "time": 0.22502}
+{"mode": "train", "epoch": 139, "iter": 1700, "lr": 0.00035, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02779, "loss": 0.02779, "time": 0.22461}
+{"mode": "train", "epoch": 139, "iter": 1800, "lr": 0.00034, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02487, "loss": 0.02487, "time": 0.226}
+{"mode": "train", "epoch": 139, "iter": 1900, "lr": 0.00034, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02304, "loss": 0.02304, "time": 0.226}
+{"mode": "train", "epoch": 139, "iter": 2000, "lr": 0.00034, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02667, "loss": 0.02667, "time": 0.22576}
+{"mode": "train", "epoch": 139, "iter": 2100, "lr": 0.00034, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02225, "loss": 0.02225, "time": 0.22559}
+{"mode": "train", "epoch": 139, "iter": 2200, "lr": 0.00033, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02337, "loss": 0.02337, "time": 0.22552}
+{"mode": "train", "epoch": 139, "iter": 2300, "lr": 0.00033, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02427, "loss": 0.02427, "time": 0.22824}
+{"mode": "val", "epoch": 139, "iter": 1184, "lr": 0.00033, "top1_acc": 0.96171, "top5_acc": 0.99482}
+{"mode": "train", "epoch": 140, "iter": 100, "lr": 0.00033, "memory": 6525, "data_time": 0.16993, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02636, "loss": 0.02636, "time": 0.39425}
+{"mode": "train", "epoch": 140, "iter": 200, "lr": 0.00033, "memory": 6525, "data_time": 0.00013, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02412, "loss": 0.02412, "time": 0.22439}
+{"mode": "train", "epoch": 140, "iter": 300, "lr": 0.00032, "memory": 6525, "data_time": 0.00013, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02334, "loss": 0.02334, "time": 0.22435}
+{"mode": "train", "epoch": 140, "iter": 400, "lr": 0.00032, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02757, "loss": 0.02757, "time": 0.22502}
+{"mode": "train", "epoch": 140, "iter": 500, "lr": 0.00032, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02387, "loss": 0.02387, "time": 0.2254}
+{"mode": "train", "epoch": 140, "iter": 600, "lr": 0.00032, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02334, "loss": 0.02334, "time": 0.22468}
+{"mode": "train", "epoch": 140, "iter": 700, "lr": 0.00031, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02406, "loss": 0.02406, "time": 0.22424}
+{"mode": "train", "epoch": 140, "iter": 800, "lr": 0.00031, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0255, "loss": 0.0255, "time": 0.22455}
+{"mode": "train", "epoch": 140, "iter": 900, "lr": 0.00031, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02408, "loss": 0.02408, "time": 0.22568}
+{"mode": "train", "epoch": 140, "iter": 1000, "lr": 0.00031, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02362, "loss": 0.02362, "time": 0.22645}
+{"mode": "train", "epoch": 140, "iter": 1100, "lr": 0.0003, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02428, "loss": 0.02428, "time": 0.22687}
+{"mode": "train", "epoch": 140, "iter": 1200, "lr": 0.0003, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02809, "loss": 0.02809, "time": 0.22616}
+{"mode": "train", "epoch": 140, "iter": 1300, "lr": 0.0003, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0257, "loss": 0.0257, "time": 0.22632}
+{"mode": "train", "epoch": 140, "iter": 1400, "lr": 0.0003, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02341, "loss": 0.02341, "time": 0.22637}
+{"mode": "train", "epoch": 140, "iter": 1500, "lr": 0.00029, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0239, "loss": 0.0239, "time": 0.22791}
+{"mode": "train", "epoch": 140, "iter": 1600, "lr": 0.00029, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02473, "loss": 0.02473, "time": 0.22664}
+{"mode": "train", "epoch": 140, "iter": 1700, "lr": 0.00029, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02732, "loss": 0.02732, "time": 0.22569}
+{"mode": "train", "epoch": 140, "iter": 1800, "lr": 0.00029, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02533, "loss": 0.02533, "time": 0.2256}
+{"mode": "train", "epoch": 140, "iter": 1900, "lr": 0.00028, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02366, "loss": 0.02366, "time": 0.22605}
+{"mode": "train", "epoch": 140, "iter": 2000, "lr": 0.00028, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02409, "loss": 0.02409, "time": 0.22739}
+{"mode": "train", "epoch": 140, "iter": 2100, "lr": 0.00028, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02392, "loss": 0.02392, "time": 0.22634}
+{"mode": "train", "epoch": 140, "iter": 2200, "lr": 0.00028, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02565, "loss": 0.02565, "time": 0.22585}
+{"mode": "train", "epoch": 140, "iter": 2300, "lr": 0.00027, "memory": 6525, "data_time": 0.00013, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02271, "loss": 0.02271, "time": 0.22468}
+{"mode": "val", "epoch": 140, "iter": 1184, "lr": 0.00027, "top1_acc": 0.96181, "top5_acc": 0.99472}
+{"mode": "train", "epoch": 141, "iter": 100, "lr": 0.00027, "memory": 6525, "data_time": 0.17273, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02376, "loss": 0.02376, "time": 0.39922}
+{"mode": "train", "epoch": 141, "iter": 200, "lr": 0.00027, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02375, "loss": 0.02375, "time": 0.22624}
+{"mode": "train", "epoch": 141, "iter": 300, "lr": 0.00027, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02407, "loss": 0.02407, "time": 0.22615}
+{"mode": "train", "epoch": 141, "iter": 400, "lr": 0.00026, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0243, "loss": 0.0243, "time": 0.22672}
+{"mode": "train", "epoch": 141, "iter": 500, "lr": 0.00026, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02272, "loss": 0.02272, "time": 0.22596}
+{"mode": "train", "epoch": 141, "iter": 600, "lr": 0.00026, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02422, "loss": 0.02422, "time": 0.22545}
+{"mode": "train", "epoch": 141, "iter": 700, "lr": 0.00026, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02451, "loss": 0.02451, "time": 0.22646}
+{"mode": "train", "epoch": 141, "iter": 800, "lr": 0.00025, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02419, "loss": 0.02419, "time": 0.22615}
+{"mode": "train", "epoch": 141, "iter": 900, "lr": 0.00025, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02433, "loss": 0.02433, "time": 0.2256}
+{"mode": "train", "epoch": 141, "iter": 1000, "lr": 0.00025, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02346, "loss": 0.02346, "time": 0.22549}
+{"mode": "train", "epoch": 141, "iter": 1100, "lr": 0.00025, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02354, "loss": 0.02354, "time": 0.22558}
+{"mode": "train", "epoch": 141, "iter": 1200, "lr": 0.00025, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02313, "loss": 0.02313, "time": 0.22535}
+{"mode": "train", "epoch": 141, "iter": 1300, "lr": 0.00024, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02456, "loss": 0.02456, "time": 0.22531}
+{"mode": "train", "epoch": 141, "iter": 1400, "lr": 0.00024, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02357, "loss": 0.02357, "time": 0.2255}
+{"mode": "train", "epoch": 141, "iter": 1500, "lr": 0.00024, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.024, "loss": 0.024, "time": 0.22767}
+{"mode": "train", "epoch": 141, "iter": 1600, "lr": 0.00024, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.022, "loss": 0.022, "time": 0.22595}
+{"mode": "train", "epoch": 141, "iter": 1700, "lr": 0.00024, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02246, "loss": 0.02246, "time": 0.2255}
+{"mode": "train", "epoch": 141, "iter": 1800, "lr": 0.00023, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02353, "loss": 0.02353, "time": 0.2275}
+{"mode": "train", "epoch": 141, "iter": 1900, "lr": 0.00023, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02186, "loss": 0.02186, "time": 0.22549}
+{"mode": "train", "epoch": 141, "iter": 2000, "lr": 0.00023, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0213, "loss": 0.0213, "time": 0.22587}
+{"mode": "train", "epoch": 141, "iter": 2100, "lr": 0.00023, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02295, "loss": 0.02295, "time": 0.226}
+{"mode": "train", "epoch": 141, "iter": 2200, "lr": 0.00022, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02309, "loss": 0.02309, "time": 0.22578}
+{"mode": "train", "epoch": 141, "iter": 2300, "lr": 0.00022, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02455, "loss": 0.02455, "time": 0.22559}
+{"mode": "val", "epoch": 141, "iter": 1184, "lr": 0.00022, "top1_acc": 0.9616, "top5_acc": 0.99477}
+{"mode": "train", "epoch": 142, "iter": 100, "lr": 0.00022, "memory": 6525, "data_time": 0.1685, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02324, "loss": 0.02324, "time": 0.39354}
+{"mode": "train", "epoch": 142, "iter": 200, "lr": 0.00022, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02371, "loss": 0.02371, "time": 0.22492}
+{"mode": "train", "epoch": 142, "iter": 300, "lr": 0.00022, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02511, "loss": 0.02511, "time": 0.22592}
+{"mode": "train", "epoch": 142, "iter": 400, "lr": 0.00021, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02305, "loss": 0.02305, "time": 0.22682}
+{"mode": "train", "epoch": 142, "iter": 500, "lr": 0.00021, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02535, "loss": 0.02535, "time": 0.22609}
+{"mode": "train", "epoch": 142, "iter": 600, "lr": 0.00021, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02434, "loss": 0.02434, "time": 0.22554}
+{"mode": "train", "epoch": 142, "iter": 700, "lr": 0.00021, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02487, "loss": 0.02487, "time": 0.22605}
+{"mode": "train", "epoch": 142, "iter": 800, "lr": 0.00021, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02436, "loss": 0.02436, "time": 0.22586}
+{"mode": "train", "epoch": 142, "iter": 900, "lr": 0.0002, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02623, "loss": 0.02623, "time": 0.22584}
+{"mode": "train", "epoch": 142, "iter": 1000, "lr": 0.0002, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02561, "loss": 0.02561, "time": 0.22566}
+{"mode": "train", "epoch": 142, "iter": 1100, "lr": 0.0002, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02223, "loss": 0.02223, "time": 0.2253}
+{"mode": "train", "epoch": 142, "iter": 1200, "lr": 0.0002, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02337, "loss": 0.02337, "time": 0.2254}
+{"mode": "train", "epoch": 142, "iter": 1300, "lr": 0.0002, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02402, "loss": 0.02402, "time": 0.22672}
+{"mode": "train", "epoch": 142, "iter": 1400, "lr": 0.00019, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02602, "loss": 0.02602, "time": 0.22629}
+{"mode": "train", "epoch": 142, "iter": 1500, "lr": 0.00019, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02403, "loss": 0.02403, "time": 0.22583}
+{"mode": "train", "epoch": 142, "iter": 1600, "lr": 0.00019, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0228, "loss": 0.0228, "time": 0.22545}
+{"mode": "train", "epoch": 142, "iter": 1700, "lr": 0.00019, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0259, "loss": 0.0259, "time": 0.22525}
+{"mode": "train", "epoch": 142, "iter": 1800, "lr": 0.00019, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02387, "loss": 0.02387, "time": 0.22545}
+{"mode": "train", "epoch": 142, "iter": 1900, "lr": 0.00018, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02264, "loss": 0.02264, "time": 0.22802}
+{"mode": "train", "epoch": 142, "iter": 2000, "lr": 0.00018, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02305, "loss": 0.02305, "time": 0.22846}
+{"mode": "train", "epoch": 142, "iter": 2100, "lr": 0.00018, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02359, "loss": 0.02359, "time": 0.22684}
+{"mode": "train", "epoch": 142, "iter": 2200, "lr": 0.00018, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0224, "loss": 0.0224, "time": 0.22569}
+{"mode": "train", "epoch": 142, "iter": 2300, "lr": 0.00018, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02403, "loss": 0.02403, "time": 0.22582}
+{"mode": "val", "epoch": 142, "iter": 1184, "lr": 0.00018, "top1_acc": 0.96202, "top5_acc": 0.99488}
+{"mode": "train", "epoch": 143, "iter": 100, "lr": 0.00017, "memory": 6525, "data_time": 0.16897, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0223, "loss": 0.0223, "time": 0.39569}
+{"mode": "train", "epoch": 143, "iter": 200, "lr": 0.00017, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02416, "loss": 0.02416, "time": 0.22669}
+{"mode": "train", "epoch": 143, "iter": 300, "lr": 0.00017, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0228, "loss": 0.0228, "time": 0.22552}
+{"mode": "train", "epoch": 143, "iter": 400, "lr": 0.00017, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02565, "loss": 0.02565, "time": 0.22496}
+{"mode": "train", "epoch": 143, "iter": 500, "lr": 0.00017, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02151, "loss": 0.02151, "time": 0.22497}
+{"mode": "train", "epoch": 143, "iter": 600, "lr": 0.00016, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02274, "loss": 0.02274, "time": 0.22517}
+{"mode": "train", "epoch": 143, "iter": 700, "lr": 0.00016, "memory": 6525, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02304, "loss": 0.02304, "time": 0.22538}
+{"mode": "train", "epoch": 143, "iter": 800, "lr": 0.00016, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02195, "loss": 0.02195, "time": 0.22516}
+{"mode": "train", "epoch": 143, "iter": 900, "lr": 0.00016, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02397, "loss": 0.02397, "time": 0.22541}
+{"mode": "train", "epoch": 143, "iter": 1000, "lr": 0.00016, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02627, "loss": 0.02627, "time": 0.2256}
+{"mode": "train", "epoch": 143, "iter": 1100, "lr": 0.00016, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02293, "loss": 0.02293, "time": 0.22554}
+{"mode": "train", "epoch": 143, "iter": 1200, "lr": 0.00015, "memory": 6525, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02161, "loss": 0.02161, "time": 0.22583}
+{"mode": "train", "epoch": 143, "iter": 1300, "lr": 0.00015, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02432, "loss": 0.02432, "time": 0.22563}
+{"mode": "train", "epoch": 143, "iter": 1400, "lr": 0.00015, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02268, "loss": 0.02268, "time": 0.22477}
+{"mode": "train", "epoch": 143, "iter": 1500, "lr": 0.00015, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02315, "loss": 0.02315, "time": 0.22493}
+{"mode": "train", "epoch": 143, "iter": 1600, "lr": 0.00015, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02212, "loss": 0.02212, "time": 0.22492}
+{"mode": "train", "epoch": 143, "iter": 1700, "lr": 0.00014, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02445, "loss": 0.02445, "time": 0.22585}
+{"mode": "train", "epoch": 143, "iter": 1800, "lr": 0.00014, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02389, "loss": 0.02389, "time": 0.22636}
+{"mode": "train", "epoch": 143, "iter": 1900, "lr": 0.00014, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02236, "loss": 0.02236, "time": 0.22605}
+{"mode": "train", "epoch": 143, "iter": 2000, "lr": 0.00014, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02476, "loss": 0.02476, "time": 0.22527}
+{"mode": "train", "epoch": 143, "iter": 2100, "lr": 0.00014, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02383, "loss": 0.02383, "time": 0.22592}
+{"mode": "train", "epoch": 143, "iter": 2200, "lr": 0.00014, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0225, "loss": 0.0225, "time": 0.2259}
+{"mode": "train", "epoch": 143, "iter": 2300, "lr": 0.00013, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.023, "loss": 0.023, "time": 0.2257}
+{"mode": "val", "epoch": 143, "iter": 1184, "lr": 0.00013, "top1_acc": 0.96165, "top5_acc": 0.99477}
+{"mode": "train", "epoch": 144, "iter": 100, "lr": 0.00013, "memory": 6525, "data_time": 0.16978, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02385, "loss": 0.02385, "time": 0.39736}
+{"mode": "train", "epoch": 144, "iter": 200, "lr": 0.00013, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02403, "loss": 0.02403, "time": 0.22587}
+{"mode": "train", "epoch": 144, "iter": 300, "lr": 0.00013, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02268, "loss": 0.02268, "time": 0.2259}
+{"mode": "train", "epoch": 144, "iter": 400, "lr": 0.00013, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02484, "loss": 0.02484, "time": 0.22574}
+{"mode": "train", "epoch": 144, "iter": 500, "lr": 0.00013, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0225, "loss": 0.0225, "time": 0.22525}
+{"mode": "train", "epoch": 144, "iter": 600, "lr": 0.00012, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02423, "loss": 0.02423, "time": 0.22547}
+{"mode": "train", "epoch": 144, "iter": 700, "lr": 0.00012, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02596, "loss": 0.02596, "time": 0.22533}
+{"mode": "train", "epoch": 144, "iter": 800, "lr": 0.00012, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02428, "loss": 0.02428, "time": 0.22508}
+{"mode": "train", "epoch": 144, "iter": 900, "lr": 0.00012, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02288, "loss": 0.02288, "time": 0.22514}
+{"mode": "train", "epoch": 144, "iter": 1000, "lr": 0.00012, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02374, "loss": 0.02374, "time": 0.22594}
+{"mode": "train", "epoch": 144, "iter": 1100, "lr": 0.00012, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02414, "loss": 0.02414, "time": 0.22583}
+{"mode": "train", "epoch": 144, "iter": 1200, "lr": 0.00012, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02415, "loss": 0.02415, "time": 0.22699}
+{"mode": "train", "epoch": 144, "iter": 1300, "lr": 0.00011, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02278, "loss": 0.02278, "time": 0.22654}
+{"mode": "train", "epoch": 144, "iter": 1400, "lr": 0.00011, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02183, "loss": 0.02183, "time": 0.22742}
+{"mode": "train", "epoch": 144, "iter": 1500, "lr": 0.00011, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02235, "loss": 0.02235, "time": 0.22564}
+{"mode": "train", "epoch": 144, "iter": 1600, "lr": 0.00011, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02214, "loss": 0.02214, "time": 0.22521}
+{"mode": "train", "epoch": 144, "iter": 1700, "lr": 0.00011, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02302, "loss": 0.02302, "time": 0.22575}
+{"mode": "train", "epoch": 144, "iter": 1800, "lr": 0.00011, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02423, "loss": 0.02423, "time": 0.22622}
+{"mode": "train", "epoch": 144, "iter": 1900, "lr": 0.0001, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02235, "loss": 0.02235, "time": 0.22723}
+{"mode": "train", "epoch": 144, "iter": 2000, "lr": 0.0001, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02568, "loss": 0.02568, "time": 0.22597}
+{"mode": "train", "epoch": 144, "iter": 2100, "lr": 0.0001, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02359, "loss": 0.02359, "time": 0.22564}
+{"mode": "train", "epoch": 144, "iter": 2200, "lr": 0.0001, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.022, "loss": 0.022, "time": 0.22707}
+{"mode": "train", "epoch": 144, "iter": 2300, "lr": 0.0001, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0242, "loss": 0.0242, "time": 0.22694}
+{"mode": "val", "epoch": 144, "iter": 1184, "lr": 0.0001, "top1_acc": 0.96192, "top5_acc": 0.99482}
+{"mode": "train", "epoch": 145, "iter": 100, "lr": 0.0001, "memory": 6525, "data_time": 0.17021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02231, "loss": 0.02231, "time": 0.39624}
+{"mode": "train", "epoch": 145, "iter": 200, "lr": 0.0001, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02438, "loss": 0.02438, "time": 0.22573}
+{"mode": "train", "epoch": 145, "iter": 300, "lr": 9e-05, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02341, "loss": 0.02341, "time": 0.22488}
+{"mode": "train", "epoch": 145, "iter": 400, "lr": 9e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02179, "loss": 0.02179, "time": 0.22562}
+{"mode": "train", "epoch": 145, "iter": 500, "lr": 9e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02591, "loss": 0.02591, "time": 0.22685}
+{"mode": "train", "epoch": 145, "iter": 600, "lr": 9e-05, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02585, "loss": 0.02585, "time": 0.22654}
+{"mode": "train", "epoch": 145, "iter": 700, "lr": 9e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02463, "loss": 0.02463, "time": 0.22637}
+{"mode": "train", "epoch": 145, "iter": 800, "lr": 9e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02335, "loss": 0.02335, "time": 0.22525}
+{"mode": "train", "epoch": 145, "iter": 900, "lr": 9e-05, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02183, "loss": 0.02183, "time": 0.22494}
+{"mode": "train", "epoch": 145, "iter": 1000, "lr": 9e-05, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02413, "loss": 0.02413, "time": 0.22555}
+{"mode": "train", "epoch": 145, "iter": 1100, "lr": 8e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02304, "loss": 0.02304, "time": 0.22722}
+{"mode": "train", "epoch": 145, "iter": 1200, "lr": 8e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02465, "loss": 0.02465, "time": 0.22568}
+{"mode": "train", "epoch": 145, "iter": 1300, "lr": 8e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0245, "loss": 0.0245, "time": 0.22696}
+{"mode": "train", "epoch": 145, "iter": 1400, "lr": 8e-05, "memory": 6525, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02438, "loss": 0.02438, "time": 0.227}
+{"mode": "train", "epoch": 145, "iter": 1500, "lr": 8e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02278, "loss": 0.02278, "time": 0.22662}
+{"mode": "train", "epoch": 145, "iter": 1600, "lr": 8e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02307, "loss": 0.02307, "time": 0.22642}
+{"mode": "train", "epoch": 145, "iter": 1700, "lr": 8e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0211, "loss": 0.0211, "time": 0.22584}
+{"mode": "train", "epoch": 145, "iter": 1800, "lr": 8e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02153, "loss": 0.02153, "time": 0.22548}
+{"mode": "train", "epoch": 145, "iter": 1900, "lr": 7e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02344, "loss": 0.02344, "time": 0.22562}
+{"mode": "train", "epoch": 145, "iter": 2000, "lr": 7e-05, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02381, "loss": 0.02381, "time": 0.22579}
+{"mode": "train", "epoch": 145, "iter": 2100, "lr": 7e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02516, "loss": 0.02516, "time": 0.22639}
+{"mode": "train", "epoch": 145, "iter": 2200, "lr": 7e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0225, "loss": 0.0225, "time": 0.22618}
+{"mode": "train", "epoch": 145, "iter": 2300, "lr": 7e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02266, "loss": 0.02266, "time": 0.2257}
+{"mode": "val", "epoch": 145, "iter": 1184, "lr": 7e-05, "top1_acc": 0.96234, "top5_acc": 0.99467}
+{"mode": "train", "epoch": 146, "iter": 100, "lr": 7e-05, "memory": 6525, "data_time": 0.17269, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02321, "loss": 0.02321, "time": 0.39803}
+{"mode": "train", "epoch": 146, "iter": 200, "lr": 7e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02329, "loss": 0.02329, "time": 0.22459}
+{"mode": "train", "epoch": 146, "iter": 300, "lr": 7e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02279, "loss": 0.02279, "time": 0.22687}
+{"mode": "train", "epoch": 146, "iter": 400, "lr": 6e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02244, "loss": 0.02244, "time": 0.22685}
+{"mode": "train", "epoch": 146, "iter": 500, "lr": 6e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0222, "loss": 0.0222, "time": 0.22596}
+{"mode": "train", "epoch": 146, "iter": 600, "lr": 6e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02324, "loss": 0.02324, "time": 0.22692}
+{"mode": "train", "epoch": 146, "iter": 700, "lr": 6e-05, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02231, "loss": 0.02231, "time": 0.2251}
+{"mode": "train", "epoch": 146, "iter": 800, "lr": 6e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02202, "loss": 0.02202, "time": 0.22576}
+{"mode": "train", "epoch": 146, "iter": 900, "lr": 6e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02497, "loss": 0.02497, "time": 0.22557}
+{"mode": "train", "epoch": 146, "iter": 1000, "lr": 6e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02157, "loss": 0.02157, "time": 0.2257}
+{"mode": "train", "epoch": 146, "iter": 1100, "lr": 6e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02365, "loss": 0.02365, "time": 0.22631}
+{"mode": "train", "epoch": 146, "iter": 1200, "lr": 6e-05, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02379, "loss": 0.02379, "time": 0.22561}
+{"mode": "train", "epoch": 146, "iter": 1300, "lr": 5e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02312, "loss": 0.02312, "time": 0.22663}
+{"mode": "train", "epoch": 146, "iter": 1400, "lr": 5e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02205, "loss": 0.02205, "time": 0.22557}
+{"mode": "train", "epoch": 146, "iter": 1500, "lr": 5e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0241, "loss": 0.0241, "time": 0.22525}
+{"mode": "train", "epoch": 146, "iter": 1600, "lr": 5e-05, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0229, "loss": 0.0229, "time": 0.22485}
+{"mode": "train", "epoch": 146, "iter": 1700, "lr": 5e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02468, "loss": 0.02468, "time": 0.22609}
+{"mode": "train", "epoch": 146, "iter": 1800, "lr": 5e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02643, "loss": 0.02643, "time": 0.22752}
+{"mode": "train", "epoch": 146, "iter": 1900, "lr": 5e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02323, "loss": 0.02323, "time": 0.22522}
+{"mode": "train", "epoch": 146, "iter": 2000, "lr": 5e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02367, "loss": 0.02367, "time": 0.22505}
+{"mode": "train", "epoch": 146, "iter": 2100, "lr": 5e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02504, "loss": 0.02504, "time": 0.22521}
+{"mode": "train", "epoch": 146, "iter": 2200, "lr": 5e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02325, "loss": 0.02325, "time": 0.22518}
+{"mode": "train", "epoch": 146, "iter": 2300, "lr": 4e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02218, "loss": 0.02218, "time": 0.22579}
+{"mode": "val", "epoch": 146, "iter": 1184, "lr": 4e-05, "top1_acc": 0.96149, "top5_acc": 0.99472}
+{"mode": "train", "epoch": 147, "iter": 100, "lr": 4e-05, "memory": 6525, "data_time": 0.17075, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02212, "loss": 0.02212, "time": 0.397}
+{"mode": "train", "epoch": 147, "iter": 200, "lr": 4e-05, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02207, "loss": 0.02207, "time": 0.2244}
+{"mode": "train", "epoch": 147, "iter": 300, "lr": 4e-05, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02402, "loss": 0.02402, "time": 0.22489}
+{"mode": "train", "epoch": 147, "iter": 400, "lr": 4e-05, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02379, "loss": 0.02379, "time": 0.2254}
+{"mode": "train", "epoch": 147, "iter": 500, "lr": 4e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02501, "loss": 0.02501, "time": 0.22476}
+{"mode": "train", "epoch": 147, "iter": 600, "lr": 4e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02299, "loss": 0.02299, "time": 0.2248}
+{"mode": "train", "epoch": 147, "iter": 700, "lr": 4e-05, "memory": 6525, "data_time": 0.00017, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02409, "loss": 0.02409, "time": 0.22499}
+{"mode": "train", "epoch": 147, "iter": 800, "lr": 4e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02295, "loss": 0.02295, "time": 0.22546}
+{"mode": "train", "epoch": 147, "iter": 900, "lr": 4e-05, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02268, "loss": 0.02268, "time": 0.22612}
+{"mode": "train", "epoch": 147, "iter": 1000, "lr": 4e-05, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02232, "loss": 0.02232, "time": 0.22707}
+{"mode": "train", "epoch": 147, "iter": 1100, "lr": 3e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0229, "loss": 0.0229, "time": 0.22778}
+{"mode": "train", "epoch": 147, "iter": 1200, "lr": 3e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02374, "loss": 0.02374, "time": 0.22694}
+{"mode": "train", "epoch": 147, "iter": 1300, "lr": 3e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02338, "loss": 0.02338, "time": 0.22679}
+{"mode": "train", "epoch": 147, "iter": 1400, "lr": 3e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02212, "loss": 0.02212, "time": 0.22669}
+{"mode": "train", "epoch": 147, "iter": 1500, "lr": 3e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02211, "loss": 0.02211, "time": 0.22748}
+{"mode": "train", "epoch": 147, "iter": 1600, "lr": 3e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02282, "loss": 0.02282, "time": 0.22624}
+{"mode": "train", "epoch": 147, "iter": 1700, "lr": 3e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0251, "loss": 0.0251, "time": 0.22589}
+{"mode": "train", "epoch": 147, "iter": 1800, "lr": 3e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02364, "loss": 0.02364, "time": 0.2256}
+{"mode": "train", "epoch": 147, "iter": 1900, "lr": 3e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0223, "loss": 0.0223, "time": 0.22581}
+{"mode": "train", "epoch": 147, "iter": 2000, "lr": 3e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02312, "loss": 0.02312, "time": 0.22556}
+{"mode": "train", "epoch": 147, "iter": 2100, "lr": 3e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02312, "loss": 0.02312, "time": 0.2254}
+{"mode": "train", "epoch": 147, "iter": 2200, "lr": 3e-05, "memory": 6525, "data_time": 0.00013, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0223, "loss": 0.0223, "time": 0.22494}
+{"mode": "train", "epoch": 147, "iter": 2300, "lr": 3e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02439, "loss": 0.02439, "time": 0.22437}
+{"mode": "val", "epoch": 147, "iter": 1184, "lr": 2e-05, "top1_acc": 0.96102, "top5_acc": 0.99467}
+{"mode": "train", "epoch": 148, "iter": 100, "lr": 2e-05, "memory": 6525, "data_time": 0.16806, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02383, "loss": 0.02383, "time": 0.39429}
+{"mode": "train", "epoch": 148, "iter": 200, "lr": 2e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02193, "loss": 0.02193, "time": 0.22492}
+{"mode": "train", "epoch": 148, "iter": 300, "lr": 2e-05, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02221, "loss": 0.02221, "time": 0.2249}
+{"mode": "train", "epoch": 148, "iter": 400, "lr": 2e-05, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02147, "loss": 0.02147, "time": 0.22606}
+{"mode": "train", "epoch": 148, "iter": 500, "lr": 2e-05, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02279, "loss": 0.02279, "time": 0.22603}
+{"mode": "train", "epoch": 148, "iter": 600, "lr": 2e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02427, "loss": 0.02427, "time": 0.22523}
+{"mode": "train", "epoch": 148, "iter": 700, "lr": 2e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02275, "loss": 0.02275, "time": 0.22544}
+{"mode": "train", "epoch": 148, "iter": 800, "lr": 2e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02186, "loss": 0.02186, "time": 0.22537}
+{"mode": "train", "epoch": 148, "iter": 900, "lr": 2e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02444, "loss": 0.02444, "time": 0.2252}
+{"mode": "train", "epoch": 148, "iter": 1000, "lr": 2e-05, "memory": 6525, "data_time": 0.00013, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02404, "loss": 0.02404, "time": 0.22492}
+{"mode": "train", "epoch": 148, "iter": 1100, "lr": 2e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02147, "loss": 0.02147, "time": 0.22563}
+{"mode": "train", "epoch": 148, "iter": 1200, "lr": 2e-05, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02394, "loss": 0.02394, "time": 0.22561}
+{"mode": "train", "epoch": 148, "iter": 1300, "lr": 2e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02281, "loss": 0.02281, "time": 0.22606}
+{"mode": "train", "epoch": 148, "iter": 1400, "lr": 2e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02222, "loss": 0.02222, "time": 0.22562}
+{"mode": "train", "epoch": 148, "iter": 1500, "lr": 2e-05, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02372, "loss": 0.02372, "time": 0.22545}
+{"mode": "train", "epoch": 148, "iter": 1600, "lr": 1e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02299, "loss": 0.02299, "time": 0.22548}
+{"mode": "train", "epoch": 148, "iter": 1700, "lr": 1e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02361, "loss": 0.02361, "time": 0.22673}
+{"mode": "train", "epoch": 148, "iter": 1800, "lr": 1e-05, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02472, "loss": 0.02472, "time": 0.22745}
+{"mode": "train", "epoch": 148, "iter": 1900, "lr": 1e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02365, "loss": 0.02365, "time": 0.22647}
+{"mode": "train", "epoch": 148, "iter": 2000, "lr": 1e-05, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02385, "loss": 0.02385, "time": 0.22539}
+{"mode": "train", "epoch": 148, "iter": 2100, "lr": 1e-05, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02417, "loss": 0.02417, "time": 0.22519}
+{"mode": "train", "epoch": 148, "iter": 2200, "lr": 1e-05, "memory": 6525, "data_time": 0.00013, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02327, "loss": 0.02327, "time": 0.22616}
+{"mode": "train", "epoch": 148, "iter": 2300, "lr": 1e-05, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0232, "loss": 0.0232, "time": 0.2253}
+{"mode": "val", "epoch": 148, "iter": 1184, "lr": 1e-05, "top1_acc": 0.96149, "top5_acc": 0.99488}
+{"mode": "train", "epoch": 149, "iter": 100, "lr": 1e-05, "memory": 6525, "data_time": 0.17094, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02207, "loss": 0.02207, "time": 0.39529}
+{"mode": "train", "epoch": 149, "iter": 200, "lr": 1e-05, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02224, "loss": 0.02224, "time": 0.22416}
+{"mode": "train", "epoch": 149, "iter": 300, "lr": 1e-05, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02185, "loss": 0.02185, "time": 0.22544}
+{"mode": "train", "epoch": 149, "iter": 400, "lr": 1e-05, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02284, "loss": 0.02284, "time": 0.22553}
+{"mode": "train", "epoch": 149, "iter": 500, "lr": 1e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02241, "loss": 0.02241, "time": 0.22572}
+{"mode": "train", "epoch": 149, "iter": 600, "lr": 1e-05, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02296, "loss": 0.02296, "time": 0.22601}
+{"mode": "train", "epoch": 149, "iter": 700, "lr": 1e-05, "memory": 6525, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02365, "loss": 0.02365, "time": 0.22885}
+{"mode": "train", "epoch": 149, "iter": 800, "lr": 1e-05, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02235, "loss": 0.02235, "time": 0.22798}
+{"mode": "train", "epoch": 149, "iter": 900, "lr": 1e-05, "memory": 6525, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0238, "loss": 0.0238, "time": 0.22921}
+{"mode": "train", "epoch": 149, "iter": 1000, "lr": 1e-05, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02295, "loss": 0.02295, "time": 0.22666}
+{"mode": "train", "epoch": 149, "iter": 1100, "lr": 1e-05, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02327, "loss": 0.02327, "time": 0.22558}
+{"mode": "train", "epoch": 149, "iter": 1200, "lr": 1e-05, "memory": 6525, "data_time": 0.00013, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02199, "loss": 0.02199, "time": 0.22499}
+{"mode": "train", "epoch": 149, "iter": 1300, "lr": 1e-05, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02158, "loss": 0.02158, "time": 0.22497}
+{"mode": "train", "epoch": 149, "iter": 1400, "lr": 1e-05, "memory": 6525, "data_time": 0.00013, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0219, "loss": 0.0219, "time": 0.22518}
+{"mode": "train", "epoch": 149, "iter": 1500, "lr": 1e-05, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02292, "loss": 0.02292, "time": 0.2258}
+{"mode": "train", "epoch": 149, "iter": 1600, "lr": 0.0, "memory": 6525, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02314, "loss": 0.02314, "time": 0.22862}
+{"mode": "train", "epoch": 149, "iter": 1700, "lr": 0.0, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02519, "loss": 0.02519, "time": 0.22696}
+{"mode": "train", "epoch": 149, "iter": 1800, "lr": 0.0, "memory": 6525, "data_time": 0.00013, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02447, "loss": 0.02447, "time": 0.22526}
+{"mode": "train", "epoch": 149, "iter": 1900, "lr": 0.0, "memory": 6525, "data_time": 0.00013, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02199, "loss": 0.02199, "time": 0.22514}
+{"mode": "train", "epoch": 149, "iter": 2000, "lr": 0.0, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02223, "loss": 0.02223, "time": 0.22756}
+{"mode": "train", "epoch": 149, "iter": 2100, "lr": 0.0, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02164, "loss": 0.02164, "time": 0.2262}
+{"mode": "train", "epoch": 149, "iter": 2200, "lr": 0.0, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02343, "loss": 0.02343, "time": 0.22593}
+{"mode": "train", "epoch": 149, "iter": 2300, "lr": 0.0, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.023, "loss": 0.023, "time": 0.22572}
+{"mode": "val", "epoch": 149, "iter": 1184, "lr": 0.0, "top1_acc": 0.96012, "top5_acc": 0.99467}
+{"mode": "train", "epoch": 150, "iter": 100, "lr": 0.0, "memory": 6525, "data_time": 0.17182, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02223, "loss": 0.02223, "time": 0.39875}
+{"mode": "train", "epoch": 150, "iter": 200, "lr": 0.0, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02169, "loss": 0.02169, "time": 0.22652}
+{"mode": "train", "epoch": 150, "iter": 300, "lr": 0.0, "memory": 6525, "data_time": 0.00017, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.024, "loss": 0.024, "time": 0.22454}
+{"mode": "train", "epoch": 150, "iter": 400, "lr": 0.0, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02225, "loss": 0.02225, "time": 0.22543}
+{"mode": "train", "epoch": 150, "iter": 500, "lr": 0.0, "memory": 6525, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02235, "loss": 0.02235, "time": 0.22672}
+{"mode": "train", "epoch": 150, "iter": 600, "lr": 0.0, "memory": 6525, "data_time": 0.00014, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02583, "loss": 0.02583, "time": 0.22565}
+{"mode": "train", "epoch": 150, "iter": 700, "lr": 0.0, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02151, "loss": 0.02151, "time": 0.22504}
+{"mode": "train", "epoch": 150, "iter": 800, "lr": 0.0, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0219, "loss": 0.0219, "time": 0.22515}
+{"mode": "train", "epoch": 150, "iter": 900, "lr": 0.0, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02224, "loss": 0.02224, "time": 0.22532}
+{"mode": "train", "epoch": 150, "iter": 1000, "lr": 0.0, "memory": 6525, "data_time": 0.00016, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02374, "loss": 0.02374, "time": 0.22635}
+{"mode": "train", "epoch": 150, "iter": 1100, "lr": 0.0, "memory": 6525, "data_time": 0.00015, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02356, "loss": 0.02356, "time": 0.22543}
+{"mode": "train", "epoch": 150, "iter": 1200, "lr": 0.0, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02226, "loss": 0.02226, "time": 0.22583}
+{"mode": "train", "epoch": 150, "iter": 1300, "lr": 0.0, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.023, "loss": 0.023, "time": 0.22569}
+{"mode": "train", "epoch": 150, "iter": 1400, "lr": 0.0, "memory": 6525, "data_time": 0.00015, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02421, "loss": 0.02421, "time": 0.22591}
+{"mode": "train", "epoch": 150, "iter": 1500, "lr": 0.0, "memory": 6525, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02453, "loss": 0.02453, "time": 0.22633}
+{"mode": "train", "epoch": 150, "iter": 1600, "lr": 0.0, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02273, "loss": 0.02273, "time": 0.22794}
+{"mode": "train", "epoch": 150, "iter": 1700, "lr": 0.0, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02527, "loss": 0.02527, "time": 0.22557}
+{"mode": "train", "epoch": 150, "iter": 1800, "lr": 0.0, "memory": 6525, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02345, "loss": 0.02345, "time": 0.2256}
+{"mode": "train", "epoch": 150, "iter": 1900, "lr": 0.0, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02245, "loss": 0.02245, "time": 0.2255}
+{"mode": "train", "epoch": 150, "iter": 2000, "lr": 0.0, "memory": 6525, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02315, "loss": 0.02315, "time": 0.22542}
+{"mode": "train", "epoch": 150, "iter": 2100, "lr": 0.0, "memory": 6525, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02288, "loss": 0.02288, "time": 0.22567}
+{"mode": "train", "epoch": 150, "iter": 2200, "lr": 0.0, "memory": 6525, "data_time": 0.00016, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02172, "loss": 0.02172, "time": 0.22551}
+{"mode": "train", "epoch": 150, "iter": 2300, "lr": 0.0, "memory": 6525, "data_time": 0.00014, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02349, "loss": 0.02349, "time": 0.22545}
+{"mode": "val", "epoch": 150, "iter": 1184, "lr": 0.0, "top1_acc": 0.96171, "top5_acc": 0.99498}