diff --git "a/ntu60_xsub/bm/20231223_130330.log.json" "b/ntu60_xsub/bm/20231223_130330.log.json" new file mode 100644--- /dev/null +++ "b/ntu60_xsub/bm/20231223_130330.log.json" @@ -0,0 +1,3901 @@ +{"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": 67843272, "config_name": "bm.py", "work_dir": "bm", "hook_msgs": {}} +{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.025, "memory": 6499, "data_time": 0.19098, "top1_acc": 0.03875, "top5_acc": 0.1825, "loss_cls": 6.57675, "loss": 6.57675, "time": 0.42496} +{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.025, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.05938, "top5_acc": 0.28438, "loss_cls": 6.39687, "loss": 6.39687, "time": 0.22462} +{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.025, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.06, "top5_acc": 0.29563, "loss_cls": 6.33391, "loss": 6.33391, "time": 0.22722} +{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.09875, "top5_acc": 0.32562, "loss_cls": 6.03999, "loss": 6.03999, "time": 0.2253} +{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.025, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.09, "top5_acc": 0.34938, "loss_cls": 6.56099, "loss": 6.56099, "time": 0.22778} +{"mode": "train", "epoch": 1, "iter": 600, "lr": 0.025, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.09188, "top5_acc": 0.375, "loss_cls": 6.9216, "loss": 6.9216, "time": 0.2282} +{"mode": "train", "epoch": 1, "iter": 700, "lr": 0.025, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.12312, "top5_acc": 0.38562, "loss_cls": 7.28029, "loss": 7.28029, "time": 0.22671} +{"mode": "train", "epoch": 1, "iter": 800, "lr": 0.025, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.11188, "top5_acc": 0.40688, "loss_cls": 6.64797, "loss": 6.64797, "time": 0.22635} +{"mode": "train", "epoch": 1, "iter": 900, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.1275, "top5_acc": 0.43438, "loss_cls": 6.29673, "loss": 6.29673, "time": 0.22701} +{"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.025, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.13688, "top5_acc": 0.495, "loss_cls": 5.88144, "loss": 5.88144, "time": 0.22637} +{"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.025, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.165, "top5_acc": 0.5425, "loss_cls": 5.58087, "loss": 5.58087, "time": 0.22657} +{"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.025, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.17312, "top5_acc": 0.5275, "loss_cls": 5.46568, "loss": 5.46568, "time": 0.22665} +{"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.025, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.21375, "top5_acc": 0.58875, "loss_cls": 5.22512, "loss": 5.22512, "time": 0.22746} +{"mode": "train", "epoch": 1, "iter": 1400, "lr": 0.025, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.21, "top5_acc": 0.62813, "loss_cls": 5.1471, "loss": 5.1471, "time": 0.22762} +{"mode": "train", "epoch": 1, "iter": 1500, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.22312, "top5_acc": 0.63125, "loss_cls": 5.08526, "loss": 5.08526, "time": 0.22796} +{"mode": "train", "epoch": 1, "iter": 1600, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.24875, "top5_acc": 0.6425, "loss_cls": 5.02701, "loss": 5.02701, "time": 0.22697} +{"mode": "train", "epoch": 1, "iter": 1700, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.24625, "top5_acc": 0.65188, "loss_cls": 4.95429, "loss": 4.95429, "time": 0.22729} +{"mode": "train", "epoch": 1, "iter": 1800, "lr": 0.025, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.28125, "top5_acc": 0.6975, "loss_cls": 4.85328, "loss": 4.85328, "time": 0.22803} +{"mode": "train", "epoch": 1, "iter": 1900, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.28938, "top5_acc": 0.70562, "loss_cls": 4.83458, "loss": 4.83458, "time": 0.22724} +{"mode": "train", "epoch": 1, "iter": 2000, "lr": 0.025, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.325, "top5_acc": 0.73188, "loss_cls": 4.69163, "loss": 4.69163, "time": 0.22654} +{"mode": "train", "epoch": 1, "iter": 2100, "lr": 0.025, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.31, "top5_acc": 0.73, "loss_cls": 4.65173, "loss": 4.65173, "time": 0.22829} +{"mode": "train", "epoch": 1, "iter": 2200, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.33125, "top5_acc": 0.74875, "loss_cls": 4.50623, "loss": 4.50623, "time": 0.22785} +{"mode": "train", "epoch": 1, "iter": 2300, "lr": 0.025, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.35625, "top5_acc": 0.74438, "loss_cls": 4.43691, "loss": 4.43691, "time": 0.22849} +{"mode": "train", "epoch": 1, "iter": 2400, "lr": 0.025, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.36625, "top5_acc": 0.765, "loss_cls": 4.31278, "loss": 4.31278, "time": 0.22793} +{"mode": "train", "epoch": 1, "iter": 2500, "lr": 0.025, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.40625, "top5_acc": 0.80438, "loss_cls": 4.10653, "loss": 4.10653, "time": 0.22763} +{"mode": "val", "epoch": 1, "iter": 1031, "lr": 0.025, "top1_acc": 0.36865, "top5_acc": 0.7344} +{"mode": "train", "epoch": 2, "iter": 100, "lr": 0.025, "memory": 6499, "data_time": 0.186, "top1_acc": 0.41375, "top5_acc": 0.79312, "loss_cls": 4.13764, "loss": 4.13764, "time": 0.41224} +{"mode": "train", "epoch": 2, "iter": 200, "lr": 0.025, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.41312, "top5_acc": 0.80312, "loss_cls": 4.09037, "loss": 4.09037, "time": 0.22645} +{"mode": "train", "epoch": 2, "iter": 300, "lr": 0.025, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.42875, "top5_acc": 0.83188, "loss_cls": 3.97263, "loss": 3.97263, "time": 0.22641} +{"mode": "train", "epoch": 2, "iter": 400, "lr": 0.025, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.42062, "top5_acc": 0.83438, "loss_cls": 3.9923, "loss": 3.9923, "time": 0.22604} +{"mode": "train", "epoch": 2, "iter": 500, "lr": 0.025, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.43875, "top5_acc": 0.84312, "loss_cls": 3.88353, "loss": 3.88353, "time": 0.22765} +{"mode": "train", "epoch": 2, "iter": 600, "lr": 0.025, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.42375, "top5_acc": 0.82312, "loss_cls": 3.87635, "loss": 3.87635, "time": 0.22795} +{"mode": "train", "epoch": 2, "iter": 700, "lr": 0.025, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.46125, "top5_acc": 0.845, "loss_cls": 3.64608, "loss": 3.64608, "time": 0.22736} +{"mode": "train", "epoch": 2, "iter": 800, "lr": 0.025, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.46312, "top5_acc": 0.85562, "loss_cls": 3.5259, "loss": 3.5259, "time": 0.22663} +{"mode": "train", "epoch": 2, "iter": 900, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.47625, "top5_acc": 0.86, "loss_cls": 3.39362, "loss": 3.39362, "time": 0.22672} +{"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.02499, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.47312, "top5_acc": 0.86438, "loss_cls": 3.34297, "loss": 3.34297, "time": 0.227} +{"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.02499, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.50688, "top5_acc": 0.88125, "loss_cls": 3.13984, "loss": 3.13984, "time": 0.22745} +{"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.02499, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.47875, "top5_acc": 0.86062, "loss_cls": 3.29472, "loss": 3.29472, "time": 0.22756} +{"mode": "train", "epoch": 2, "iter": 1300, "lr": 0.02499, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.535, "top5_acc": 0.89125, "loss_cls": 3.02607, "loss": 3.02607, "time": 0.22676} +{"mode": "train", "epoch": 2, "iter": 1400, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.51562, "top5_acc": 0.87938, "loss_cls": 3.1056, "loss": 3.1056, "time": 0.22743} +{"mode": "train", "epoch": 2, "iter": 1500, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.50562, "top5_acc": 0.875, "loss_cls": 3.03283, "loss": 3.03283, "time": 0.22626} +{"mode": "train", "epoch": 2, "iter": 1600, "lr": 0.02499, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.5325, "top5_acc": 0.87812, "loss_cls": 2.99092, "loss": 2.99092, "time": 0.22647} +{"mode": "train", "epoch": 2, "iter": 1700, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.51562, "top5_acc": 0.87062, "loss_cls": 3.02481, "loss": 3.02481, "time": 0.22563} +{"mode": "train", "epoch": 2, "iter": 1800, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.52375, "top5_acc": 0.90188, "loss_cls": 2.87008, "loss": 2.87008, "time": 0.22753} +{"mode": "train", "epoch": 2, "iter": 1900, "lr": 0.02499, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.55375, "top5_acc": 0.88125, "loss_cls": 2.80595, "loss": 2.80595, "time": 0.22686} +{"mode": "train", "epoch": 2, "iter": 2000, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.52812, "top5_acc": 0.88, "loss_cls": 2.87363, "loss": 2.87363, "time": 0.2261} +{"mode": "train", "epoch": 2, "iter": 2100, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.53938, "top5_acc": 0.88188, "loss_cls": 2.84523, "loss": 2.84523, "time": 0.22671} +{"mode": "train", "epoch": 2, "iter": 2200, "lr": 0.02499, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.5625, "top5_acc": 0.89938, "loss_cls": 2.71881, "loss": 2.71881, "time": 0.22822} +{"mode": "train", "epoch": 2, "iter": 2300, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.535, "top5_acc": 0.8825, "loss_cls": 2.812, "loss": 2.812, "time": 0.22665} +{"mode": "train", "epoch": 2, "iter": 2400, "lr": 0.02499, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.555, "top5_acc": 0.8925, "loss_cls": 2.75668, "loss": 2.75668, "time": 0.22652} +{"mode": "train", "epoch": 2, "iter": 2500, "lr": 0.02499, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.59438, "top5_acc": 0.90188, "loss_cls": 2.60041, "loss": 2.60041, "time": 0.22673} +{"mode": "val", "epoch": 2, "iter": 1031, "lr": 0.02499, "top1_acc": 0.49948, "top5_acc": 0.85486} +{"mode": "train", "epoch": 3, "iter": 100, "lr": 0.02499, "memory": 6499, "data_time": 0.18847, "top1_acc": 0.55875, "top5_acc": 0.91062, "loss_cls": 2.60903, "loss": 2.60903, "time": 0.41515} +{"mode": "train", "epoch": 3, "iter": 200, "lr": 0.02499, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.57312, "top5_acc": 0.89688, "loss_cls": 2.58334, "loss": 2.58334, "time": 0.2261} +{"mode": "train", "epoch": 3, "iter": 300, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.58625, "top5_acc": 0.9025, "loss_cls": 2.52491, "loss": 2.52491, "time": 0.22795} +{"mode": "train", "epoch": 3, "iter": 400, "lr": 0.02499, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.5925, "top5_acc": 0.90625, "loss_cls": 2.55023, "loss": 2.55023, "time": 0.22649} +{"mode": "train", "epoch": 3, "iter": 500, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.60312, "top5_acc": 0.92062, "loss_cls": 2.40627, "loss": 2.40627, "time": 0.2265} +{"mode": "train", "epoch": 3, "iter": 600, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.59125, "top5_acc": 0.91062, "loss_cls": 2.45249, "loss": 2.45249, "time": 0.22792} +{"mode": "train", "epoch": 3, "iter": 700, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.61062, "top5_acc": 0.92062, "loss_cls": 2.37898, "loss": 2.37898, "time": 0.22702} +{"mode": "train", "epoch": 3, "iter": 800, "lr": 0.02499, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.6, "top5_acc": 0.92312, "loss_cls": 2.37971, "loss": 2.37971, "time": 0.22602} +{"mode": "train", "epoch": 3, "iter": 900, "lr": 0.02498, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.59688, "top5_acc": 0.91812, "loss_cls": 2.36163, "loss": 2.36163, "time": 0.22781} +{"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.02498, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.6375, "top5_acc": 0.92375, "loss_cls": 2.22706, "loss": 2.22706, "time": 0.22751} +{"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.02498, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.60125, "top5_acc": 0.90438, "loss_cls": 2.39019, "loss": 2.39019, "time": 0.22756} +{"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.02498, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.62875, "top5_acc": 0.93312, "loss_cls": 2.25365, "loss": 2.25365, "time": 0.22693} +{"mode": "train", "epoch": 3, "iter": 1300, "lr": 0.02498, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.60375, "top5_acc": 0.9, "loss_cls": 2.4171, "loss": 2.4171, "time": 0.22719} +{"mode": "train", "epoch": 3, "iter": 1400, "lr": 0.02498, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.59562, "top5_acc": 0.91188, "loss_cls": 2.30487, "loss": 2.30487, "time": 0.22873} +{"mode": "train", "epoch": 3, "iter": 1500, "lr": 0.02498, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.6325, "top5_acc": 0.93188, "loss_cls": 2.20075, "loss": 2.20075, "time": 0.22691} +{"mode": "train", "epoch": 3, "iter": 1600, "lr": 0.02498, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.64938, "top5_acc": 0.93438, "loss_cls": 2.11293, "loss": 2.11293, "time": 0.22677} +{"mode": "train", "epoch": 3, "iter": 1700, "lr": 0.02498, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.64062, "top5_acc": 0.925, "loss_cls": 2.18081, "loss": 2.18081, "time": 0.22654} +{"mode": "train", "epoch": 3, "iter": 1800, "lr": 0.02498, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.6325, "top5_acc": 0.91438, "loss_cls": 2.30336, "loss": 2.30336, "time": 0.22626} +{"mode": "train", "epoch": 3, "iter": 1900, "lr": 0.02498, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.61187, "top5_acc": 0.925, "loss_cls": 2.23469, "loss": 2.23469, "time": 0.22781} +{"mode": "train", "epoch": 3, "iter": 2000, "lr": 0.02498, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.64438, "top5_acc": 0.92688, "loss_cls": 2.10921, "loss": 2.10921, "time": 0.22703} +{"mode": "train", "epoch": 3, "iter": 2100, "lr": 0.02498, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.61687, "top5_acc": 0.91688, "loss_cls": 2.21256, "loss": 2.21256, "time": 0.22744} +{"mode": "train", "epoch": 3, "iter": 2200, "lr": 0.02498, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.65438, "top5_acc": 0.92, "loss_cls": 2.12327, "loss": 2.12327, "time": 0.22739} +{"mode": "train", "epoch": 3, "iter": 2300, "lr": 0.02498, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.63875, "top5_acc": 0.92688, "loss_cls": 2.0958, "loss": 2.0958, "time": 0.22651} +{"mode": "train", "epoch": 3, "iter": 2400, "lr": 0.02498, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.64, "top5_acc": 0.9225, "loss_cls": 2.12209, "loss": 2.12209, "time": 0.22718} +{"mode": "train", "epoch": 3, "iter": 2500, "lr": 0.02498, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.655, "top5_acc": 0.93125, "loss_cls": 2.05825, "loss": 2.05825, "time": 0.22776} +{"mode": "val", "epoch": 3, "iter": 1031, "lr": 0.02498, "top1_acc": 0.60678, "top5_acc": 0.91211} +{"mode": "train", "epoch": 4, "iter": 100, "lr": 0.02497, "memory": 6499, "data_time": 0.18795, "top1_acc": 0.63438, "top5_acc": 0.92812, "loss_cls": 2.08475, "loss": 2.08475, "time": 0.41513} +{"mode": "train", "epoch": 4, "iter": 200, "lr": 0.02497, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.645, "top5_acc": 0.93125, "loss_cls": 2.0469, "loss": 2.0469, "time": 0.22668} +{"mode": "train", "epoch": 4, "iter": 300, "lr": 0.02497, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.65062, "top5_acc": 0.92938, "loss_cls": 1.99396, "loss": 1.99396, "time": 0.22552} +{"mode": "train", "epoch": 4, "iter": 400, "lr": 0.02497, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.67375, "top5_acc": 0.94312, "loss_cls": 1.91457, "loss": 1.91457, "time": 0.22734} +{"mode": "train", "epoch": 4, "iter": 500, "lr": 0.02497, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.64188, "top5_acc": 0.92875, "loss_cls": 2.06415, "loss": 2.06415, "time": 0.22738} +{"mode": "train", "epoch": 4, "iter": 600, "lr": 0.02497, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.65812, "top5_acc": 0.9325, "loss_cls": 1.99862, "loss": 1.99862, "time": 0.22619} +{"mode": "train", "epoch": 4, "iter": 700, "lr": 0.02497, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.62562, "top5_acc": 0.925, "loss_cls": 2.09958, "loss": 2.09958, "time": 0.22651} +{"mode": "train", "epoch": 4, "iter": 800, "lr": 0.02497, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.67188, "top5_acc": 0.935, "loss_cls": 1.98499, "loss": 1.98499, "time": 0.227} +{"mode": "train", "epoch": 4, "iter": 900, "lr": 0.02497, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.63125, "top5_acc": 0.92625, "loss_cls": 2.08933, "loss": 2.08933, "time": 0.22636} +{"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.02497, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.64812, "top5_acc": 0.92188, "loss_cls": 2.03916, "loss": 2.03916, "time": 0.2268} +{"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.02497, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.66938, "top5_acc": 0.9425, "loss_cls": 1.93235, "loss": 1.93235, "time": 0.22694} +{"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.02497, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.68062, "top5_acc": 0.95, "loss_cls": 1.88021, "loss": 1.88021, "time": 0.22534} +{"mode": "train", "epoch": 4, "iter": 1300, "lr": 0.02497, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.66625, "top5_acc": 0.93375, "loss_cls": 1.93235, "loss": 1.93235, "time": 0.22744} +{"mode": "train", "epoch": 4, "iter": 1400, "lr": 0.02497, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.64938, "top5_acc": 0.92312, "loss_cls": 2.00081, "loss": 2.00081, "time": 0.22692} +{"mode": "train", "epoch": 4, "iter": 1500, "lr": 0.02496, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.64938, "top5_acc": 0.92812, "loss_cls": 2.02922, "loss": 2.02922, "time": 0.22722} +{"mode": "train", "epoch": 4, "iter": 1600, "lr": 0.02496, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.67438, "top5_acc": 0.93688, "loss_cls": 1.88322, "loss": 1.88322, "time": 0.22694} +{"mode": "train", "epoch": 4, "iter": 1700, "lr": 0.02496, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.64812, "top5_acc": 0.93875, "loss_cls": 1.92035, "loss": 1.92035, "time": 0.22538} +{"mode": "train", "epoch": 4, "iter": 1800, "lr": 0.02496, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.67875, "top5_acc": 0.94375, "loss_cls": 1.89939, "loss": 1.89939, "time": 0.22676} +{"mode": "train", "epoch": 4, "iter": 1900, "lr": 0.02496, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.6525, "top5_acc": 0.93438, "loss_cls": 1.91083, "loss": 1.91083, "time": 0.22812} +{"mode": "train", "epoch": 4, "iter": 2000, "lr": 0.02496, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.68062, "top5_acc": 0.935, "loss_cls": 1.86543, "loss": 1.86543, "time": 0.22854} +{"mode": "train", "epoch": 4, "iter": 2100, "lr": 0.02496, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.67312, "top5_acc": 0.93875, "loss_cls": 1.84647, "loss": 1.84647, "time": 0.22683} +{"mode": "train", "epoch": 4, "iter": 2200, "lr": 0.02496, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.68125, "top5_acc": 0.95062, "loss_cls": 1.82805, "loss": 1.82805, "time": 0.22644} +{"mode": "train", "epoch": 4, "iter": 2300, "lr": 0.02496, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.68562, "top5_acc": 0.93188, "loss_cls": 1.84265, "loss": 1.84265, "time": 0.22732} +{"mode": "train", "epoch": 4, "iter": 2400, "lr": 0.02496, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.66188, "top5_acc": 0.93875, "loss_cls": 1.88745, "loss": 1.88745, "time": 0.22672} +{"mode": "train", "epoch": 4, "iter": 2500, "lr": 0.02496, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.69625, "top5_acc": 0.94188, "loss_cls": 1.81007, "loss": 1.81007, "time": 0.22654} +{"mode": "val", "epoch": 4, "iter": 1031, "lr": 0.02496, "top1_acc": 0.57451, "top5_acc": 0.8978} +{"mode": "train", "epoch": 5, "iter": 100, "lr": 0.02496, "memory": 6499, "data_time": 0.18485, "top1_acc": 0.69312, "top5_acc": 0.9425, "loss_cls": 1.78155, "loss": 1.78155, "time": 0.41186} +{"mode": "train", "epoch": 5, "iter": 200, "lr": 0.02495, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.6825, "top5_acc": 0.93938, "loss_cls": 1.83857, "loss": 1.83857, "time": 0.22682} +{"mode": "train", "epoch": 5, "iter": 300, "lr": 0.02495, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.69, "top5_acc": 0.93438, "loss_cls": 1.82432, "loss": 1.82432, "time": 0.22665} +{"mode": "train", "epoch": 5, "iter": 400, "lr": 0.02495, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.67812, "top5_acc": 0.94, "loss_cls": 1.80114, "loss": 1.80114, "time": 0.22707} +{"mode": "train", "epoch": 5, "iter": 500, "lr": 0.02495, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.68062, "top5_acc": 0.93875, "loss_cls": 1.84064, "loss": 1.84064, "time": 0.22582} +{"mode": "train", "epoch": 5, "iter": 600, "lr": 0.02495, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.68625, "top5_acc": 0.94438, "loss_cls": 1.79534, "loss": 1.79534, "time": 0.2267} +{"mode": "train", "epoch": 5, "iter": 700, "lr": 0.02495, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.65688, "top5_acc": 0.93688, "loss_cls": 1.94143, "loss": 1.94143, "time": 0.22769} +{"mode": "train", "epoch": 5, "iter": 800, "lr": 0.02495, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.68688, "top5_acc": 0.94125, "loss_cls": 1.77514, "loss": 1.77514, "time": 0.22872} +{"mode": "train", "epoch": 5, "iter": 900, "lr": 0.02495, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.68, "top5_acc": 0.94562, "loss_cls": 1.78885, "loss": 1.78885, "time": 0.22601} +{"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.02495, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.68688, "top5_acc": 0.93188, "loss_cls": 1.82751, "loss": 1.82751, "time": 0.22648} +{"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.02495, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.70562, "top5_acc": 0.94062, "loss_cls": 1.7308, "loss": 1.7308, "time": 0.22713} +{"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.02495, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.68562, "top5_acc": 0.9425, "loss_cls": 1.78643, "loss": 1.78643, "time": 0.22719} +{"mode": "train", "epoch": 5, "iter": 1300, "lr": 0.02494, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.68438, "top5_acc": 0.93625, "loss_cls": 1.78027, "loss": 1.78027, "time": 0.22718} +{"mode": "train", "epoch": 5, "iter": 1400, "lr": 0.02494, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.6875, "top5_acc": 0.94125, "loss_cls": 1.74687, "loss": 1.74687, "time": 0.22755} +{"mode": "train", "epoch": 5, "iter": 1500, "lr": 0.02494, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.69688, "top5_acc": 0.94562, "loss_cls": 1.724, "loss": 1.724, "time": 0.22733} +{"mode": "train", "epoch": 5, "iter": 1600, "lr": 0.02494, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.68688, "top5_acc": 0.94312, "loss_cls": 1.78909, "loss": 1.78909, "time": 0.22696} +{"mode": "train", "epoch": 5, "iter": 1700, "lr": 0.02494, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.68812, "top5_acc": 0.9375, "loss_cls": 1.75676, "loss": 1.75676, "time": 0.22683} +{"mode": "train", "epoch": 5, "iter": 1800, "lr": 0.02494, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.68938, "top5_acc": 0.9475, "loss_cls": 1.77451, "loss": 1.77451, "time": 0.22661} +{"mode": "train", "epoch": 5, "iter": 1900, "lr": 0.02494, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.68438, "top5_acc": 0.93812, "loss_cls": 1.76626, "loss": 1.76626, "time": 0.22572} +{"mode": "train", "epoch": 5, "iter": 2000, "lr": 0.02494, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.68188, "top5_acc": 0.9475, "loss_cls": 1.72662, "loss": 1.72662, "time": 0.22675} +{"mode": "train", "epoch": 5, "iter": 2100, "lr": 0.02494, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.695, "top5_acc": 0.94625, "loss_cls": 1.76295, "loss": 1.76295, "time": 0.22697} +{"mode": "train", "epoch": 5, "iter": 2200, "lr": 0.02493, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.68125, "top5_acc": 0.95, "loss_cls": 1.73941, "loss": 1.73941, "time": 0.22582} +{"mode": "train", "epoch": 5, "iter": 2300, "lr": 0.02493, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.72688, "top5_acc": 0.945, "loss_cls": 1.67392, "loss": 1.67392, "time": 0.22594} +{"mode": "train", "epoch": 5, "iter": 2400, "lr": 0.02493, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.66938, "top5_acc": 0.94125, "loss_cls": 1.80675, "loss": 1.80675, "time": 0.22653} +{"mode": "train", "epoch": 5, "iter": 2500, "lr": 0.02493, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.68562, "top5_acc": 0.9475, "loss_cls": 1.72405, "loss": 1.72405, "time": 0.22737} +{"mode": "val", "epoch": 5, "iter": 1031, "lr": 0.02493, "top1_acc": 0.65882, "top5_acc": 0.92509} +{"mode": "train", "epoch": 6, "iter": 100, "lr": 0.02493, "memory": 6499, "data_time": 0.18726, "top1_acc": 0.69125, "top5_acc": 0.9475, "loss_cls": 1.69742, "loss": 1.69742, "time": 0.41424} +{"mode": "train", "epoch": 6, "iter": 200, "lr": 0.02493, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.715, "top5_acc": 0.9525, "loss_cls": 1.63501, "loss": 1.63501, "time": 0.22742} +{"mode": "train", "epoch": 6, "iter": 300, "lr": 0.02493, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.69562, "top5_acc": 0.95, "loss_cls": 1.68043, "loss": 1.68043, "time": 0.22714} +{"mode": "train", "epoch": 6, "iter": 400, "lr": 0.02493, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.69812, "top5_acc": 0.93875, "loss_cls": 1.72145, "loss": 1.72145, "time": 0.22579} +{"mode": "train", "epoch": 6, "iter": 500, "lr": 0.02493, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.705, "top5_acc": 0.945, "loss_cls": 1.66857, "loss": 1.66857, "time": 0.22725} +{"mode": "train", "epoch": 6, "iter": 600, "lr": 0.02492, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.69688, "top5_acc": 0.95188, "loss_cls": 1.68352, "loss": 1.68352, "time": 0.22683} +{"mode": "train", "epoch": 6, "iter": 700, "lr": 0.02492, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.71062, "top5_acc": 0.95312, "loss_cls": 1.6615, "loss": 1.6615, "time": 0.22766} +{"mode": "train", "epoch": 6, "iter": 800, "lr": 0.02492, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.71312, "top5_acc": 0.94812, "loss_cls": 1.67506, "loss": 1.67506, "time": 0.2267} +{"mode": "train", "epoch": 6, "iter": 900, "lr": 0.02492, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.70688, "top5_acc": 0.95188, "loss_cls": 1.65212, "loss": 1.65212, "time": 0.2263} +{"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.02492, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.70125, "top5_acc": 0.93812, "loss_cls": 1.73121, "loss": 1.73121, "time": 0.22735} +{"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.02492, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.68875, "top5_acc": 0.93875, "loss_cls": 1.73999, "loss": 1.73999, "time": 0.22655} +{"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.02492, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.69312, "top5_acc": 0.94562, "loss_cls": 1.72319, "loss": 1.72319, "time": 0.22606} +{"mode": "train", "epoch": 6, "iter": 1300, "lr": 0.02492, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.68375, "top5_acc": 0.94562, "loss_cls": 1.71573, "loss": 1.71573, "time": 0.22783} +{"mode": "train", "epoch": 6, "iter": 1400, "lr": 0.02492, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.69938, "top5_acc": 0.95188, "loss_cls": 1.67295, "loss": 1.67295, "time": 0.22621} +{"mode": "train", "epoch": 6, "iter": 1500, "lr": 0.02491, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.70562, "top5_acc": 0.93938, "loss_cls": 1.71181, "loss": 1.71181, "time": 0.22664} +{"mode": "train", "epoch": 6, "iter": 1600, "lr": 0.02491, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.72938, "top5_acc": 0.95688, "loss_cls": 1.62857, "loss": 1.62857, "time": 0.2282} +{"mode": "train", "epoch": 6, "iter": 1700, "lr": 0.02491, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.70438, "top5_acc": 0.94562, "loss_cls": 1.69576, "loss": 1.69576, "time": 0.22808} +{"mode": "train", "epoch": 6, "iter": 1800, "lr": 0.02491, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.71, "top5_acc": 0.94, "loss_cls": 1.77383, "loss": 1.77383, "time": 0.22796} +{"mode": "train", "epoch": 6, "iter": 1900, "lr": 0.02491, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.70438, "top5_acc": 0.95812, "loss_cls": 1.61202, "loss": 1.61202, "time": 0.22612} +{"mode": "train", "epoch": 6, "iter": 2000, "lr": 0.02491, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.69625, "top5_acc": 0.94125, "loss_cls": 1.67087, "loss": 1.67087, "time": 0.22645} +{"mode": "train", "epoch": 6, "iter": 2100, "lr": 0.02491, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.71438, "top5_acc": 0.95375, "loss_cls": 1.59337, "loss": 1.59337, "time": 0.22663} +{"mode": "train", "epoch": 6, "iter": 2200, "lr": 0.02491, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7225, "top5_acc": 0.93562, "loss_cls": 1.66228, "loss": 1.66228, "time": 0.22688} +{"mode": "train", "epoch": 6, "iter": 2300, "lr": 0.0249, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.70188, "top5_acc": 0.94562, "loss_cls": 1.66972, "loss": 1.66972, "time": 0.22669} +{"mode": "train", "epoch": 6, "iter": 2400, "lr": 0.0249, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.71062, "top5_acc": 0.95188, "loss_cls": 1.62624, "loss": 1.62624, "time": 0.22662} +{"mode": "train", "epoch": 6, "iter": 2500, "lr": 0.0249, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.71188, "top5_acc": 0.95562, "loss_cls": 1.62364, "loss": 1.62364, "time": 0.22657} +{"mode": "val", "epoch": 6, "iter": 1031, "lr": 0.0249, "top1_acc": 0.65725, "top5_acc": 0.92715} +{"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0249, "memory": 6499, "data_time": 0.19103, "top1_acc": 0.70875, "top5_acc": 0.94438, "loss_cls": 1.63244, "loss": 1.63244, "time": 0.53478} +{"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0249, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.7225, "top5_acc": 0.95812, "loss_cls": 1.56426, "loss": 1.56426, "time": 0.3422} +{"mode": "train", "epoch": 7, "iter": 300, "lr": 0.0249, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.7275, "top5_acc": 0.95688, "loss_cls": 1.50062, "loss": 1.50062, "time": 0.3424} +{"mode": "train", "epoch": 7, "iter": 400, "lr": 0.0249, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.72938, "top5_acc": 0.95188, "loss_cls": 1.59519, "loss": 1.59519, "time": 0.34317} +{"mode": "train", "epoch": 7, "iter": 500, "lr": 0.02489, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.69812, "top5_acc": 0.93812, "loss_cls": 1.68979, "loss": 1.68979, "time": 0.3431} +{"mode": "train", "epoch": 7, "iter": 600, "lr": 0.02489, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.6975, "top5_acc": 0.94875, "loss_cls": 1.68263, "loss": 1.68263, "time": 0.3427} +{"mode": "train", "epoch": 7, "iter": 700, "lr": 0.02489, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.73625, "top5_acc": 0.95562, "loss_cls": 1.55436, "loss": 1.55436, "time": 0.34333} +{"mode": "train", "epoch": 7, "iter": 800, "lr": 0.02489, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.71062, "top5_acc": 0.94875, "loss_cls": 1.62398, "loss": 1.62398, "time": 0.34269} +{"mode": "train", "epoch": 7, "iter": 900, "lr": 0.02489, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.71625, "top5_acc": 0.95, "loss_cls": 1.62946, "loss": 1.62946, "time": 0.34297} +{"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.02489, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.71938, "top5_acc": 0.94625, "loss_cls": 1.59316, "loss": 1.59316, "time": 0.34299} +{"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.02489, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.71312, "top5_acc": 0.955, "loss_cls": 1.60059, "loss": 1.60059, "time": 0.34295} +{"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.02489, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.72312, "top5_acc": 0.95438, "loss_cls": 1.57247, "loss": 1.57247, "time": 0.34305} +{"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.02488, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7225, "top5_acc": 0.95438, "loss_cls": 1.55653, "loss": 1.55653, "time": 0.34282} +{"mode": "train", "epoch": 7, "iter": 1400, "lr": 0.02488, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.71688, "top5_acc": 0.96062, "loss_cls": 1.57048, "loss": 1.57048, "time": 0.34223} +{"mode": "train", "epoch": 7, "iter": 1500, "lr": 0.02488, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.70875, "top5_acc": 0.94, "loss_cls": 1.68252, "loss": 1.68252, "time": 0.34214} +{"mode": "train", "epoch": 7, "iter": 1600, "lr": 0.02488, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.73438, "top5_acc": 0.945, "loss_cls": 1.56161, "loss": 1.56161, "time": 0.34309} +{"mode": "train", "epoch": 7, "iter": 1700, "lr": 0.02488, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.72, "top5_acc": 0.93875, "loss_cls": 1.60745, "loss": 1.60745, "time": 0.34362} +{"mode": "train", "epoch": 7, "iter": 1800, "lr": 0.02488, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.71, "top5_acc": 0.95188, "loss_cls": 1.62944, "loss": 1.62944, "time": 0.34266} +{"mode": "train", "epoch": 7, "iter": 1900, "lr": 0.02488, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.71812, "top5_acc": 0.94, "loss_cls": 1.62121, "loss": 1.62121, "time": 0.34219} +{"mode": "train", "epoch": 7, "iter": 2000, "lr": 0.02487, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.72375, "top5_acc": 0.95375, "loss_cls": 1.56743, "loss": 1.56743, "time": 0.34225} +{"mode": "train", "epoch": 7, "iter": 2100, "lr": 0.02487, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.70938, "top5_acc": 0.95312, "loss_cls": 1.57005, "loss": 1.57005, "time": 0.3428} +{"mode": "train", "epoch": 7, "iter": 2200, "lr": 0.02487, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.7175, "top5_acc": 0.9525, "loss_cls": 1.53953, "loss": 1.53953, "time": 0.34258} +{"mode": "train", "epoch": 7, "iter": 2300, "lr": 0.02487, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.70312, "top5_acc": 0.93562, "loss_cls": 1.67519, "loss": 1.67519, "time": 0.34421} +{"mode": "train", "epoch": 7, "iter": 2400, "lr": 0.02487, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.73125, "top5_acc": 0.96125, "loss_cls": 1.52178, "loss": 1.52178, "time": 0.34387} +{"mode": "train", "epoch": 7, "iter": 2500, "lr": 0.02487, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.73375, "top5_acc": 0.95562, "loss_cls": 1.53698, "loss": 1.53698, "time": 0.34334} +{"mode": "val", "epoch": 7, "iter": 1031, "lr": 0.02487, "top1_acc": 0.65227, "top5_acc": 0.92606} +{"mode": "train", "epoch": 8, "iter": 100, "lr": 0.02486, "memory": 6499, "data_time": 0.18207, "top1_acc": 0.715, "top5_acc": 0.95125, "loss_cls": 1.61222, "loss": 1.61222, "time": 0.4085} +{"mode": "train", "epoch": 8, "iter": 200, "lr": 0.02486, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7325, "top5_acc": 0.9575, "loss_cls": 1.52227, "loss": 1.52227, "time": 0.22712} +{"mode": "train", "epoch": 8, "iter": 300, "lr": 0.02486, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.71438, "top5_acc": 0.94625, "loss_cls": 1.58412, "loss": 1.58412, "time": 0.22773} +{"mode": "train", "epoch": 8, "iter": 400, "lr": 0.02486, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.71375, "top5_acc": 0.95, "loss_cls": 1.56546, "loss": 1.56546, "time": 0.2265} +{"mode": "train", "epoch": 8, "iter": 500, "lr": 0.02486, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7325, "top5_acc": 0.95625, "loss_cls": 1.50673, "loss": 1.50673, "time": 0.22692} +{"mode": "train", "epoch": 8, "iter": 600, "lr": 0.02486, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.71312, "top5_acc": 0.95188, "loss_cls": 1.58745, "loss": 1.58745, "time": 0.22701} +{"mode": "train", "epoch": 8, "iter": 700, "lr": 0.02486, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.71188, "top5_acc": 0.94125, "loss_cls": 1.65632, "loss": 1.65632, "time": 0.22777} +{"mode": "train", "epoch": 8, "iter": 800, "lr": 0.02485, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.69375, "top5_acc": 0.94188, "loss_cls": 1.67685, "loss": 1.67685, "time": 0.22678} +{"mode": "train", "epoch": 8, "iter": 900, "lr": 0.02485, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.72688, "top5_acc": 0.94812, "loss_cls": 1.53218, "loss": 1.53218, "time": 0.22721} +{"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.02485, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.70875, "top5_acc": 0.94938, "loss_cls": 1.56375, "loss": 1.56375, "time": 0.22664} +{"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.02485, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.74938, "top5_acc": 0.9625, "loss_cls": 1.4328, "loss": 1.4328, "time": 0.22791} +{"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.02485, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.725, "top5_acc": 0.94688, "loss_cls": 1.53821, "loss": 1.53821, "time": 0.22876} +{"mode": "train", "epoch": 8, "iter": 1300, "lr": 0.02485, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.7375, "top5_acc": 0.95125, "loss_cls": 1.47939, "loss": 1.47939, "time": 0.22862} +{"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.02484, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.70562, "top5_acc": 0.94625, "loss_cls": 1.61484, "loss": 1.61484, "time": 0.22668} +{"mode": "train", "epoch": 8, "iter": 1500, "lr": 0.02484, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.72875, "top5_acc": 0.95, "loss_cls": 1.51452, "loss": 1.51452, "time": 0.22749} +{"mode": "train", "epoch": 8, "iter": 1600, "lr": 0.02484, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.72562, "top5_acc": 0.95062, "loss_cls": 1.60164, "loss": 1.60164, "time": 0.22664} +{"mode": "train", "epoch": 8, "iter": 1700, "lr": 0.02484, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.71188, "top5_acc": 0.9425, "loss_cls": 1.6366, "loss": 1.6366, "time": 0.22736} +{"mode": "train", "epoch": 8, "iter": 1800, "lr": 0.02484, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.74625, "top5_acc": 0.95438, "loss_cls": 1.45564, "loss": 1.45564, "time": 0.22738} +{"mode": "train", "epoch": 8, "iter": 1900, "lr": 0.02484, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.72562, "top5_acc": 0.96625, "loss_cls": 1.5071, "loss": 1.5071, "time": 0.22856} +{"mode": "train", "epoch": 8, "iter": 2000, "lr": 0.02483, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.73562, "top5_acc": 0.955, "loss_cls": 1.51511, "loss": 1.51511, "time": 0.22736} +{"mode": "train", "epoch": 8, "iter": 2100, "lr": 0.02483, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.72438, "top5_acc": 0.94875, "loss_cls": 1.54498, "loss": 1.54498, "time": 0.22766} +{"mode": "train", "epoch": 8, "iter": 2200, "lr": 0.02483, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.71312, "top5_acc": 0.95, "loss_cls": 1.654, "loss": 1.654, "time": 0.22773} +{"mode": "train", "epoch": 8, "iter": 2300, "lr": 0.02483, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.71125, "top5_acc": 0.95438, "loss_cls": 1.57573, "loss": 1.57573, "time": 0.22739} +{"mode": "train", "epoch": 8, "iter": 2400, "lr": 0.02483, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.70812, "top5_acc": 0.94875, "loss_cls": 1.61037, "loss": 1.61037, "time": 0.22769} +{"mode": "train", "epoch": 8, "iter": 2500, "lr": 0.02483, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.73312, "top5_acc": 0.95188, "loss_cls": 1.49544, "loss": 1.49544, "time": 0.227} +{"mode": "val", "epoch": 8, "iter": 1031, "lr": 0.02482, "top1_acc": 0.68454, "top5_acc": 0.93207} +{"mode": "train", "epoch": 9, "iter": 100, "lr": 0.02482, "memory": 6499, "data_time": 0.18547, "top1_acc": 0.73625, "top5_acc": 0.95312, "loss_cls": 1.45843, "loss": 1.45843, "time": 0.4119} +{"mode": "train", "epoch": 9, "iter": 200, "lr": 0.02482, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.74875, "top5_acc": 0.955, "loss_cls": 1.45057, "loss": 1.45057, "time": 0.2262} +{"mode": "train", "epoch": 9, "iter": 300, "lr": 0.02482, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.74125, "top5_acc": 0.955, "loss_cls": 1.47874, "loss": 1.47874, "time": 0.22706} +{"mode": "train", "epoch": 9, "iter": 400, "lr": 0.02482, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.72125, "top5_acc": 0.95375, "loss_cls": 1.51778, "loss": 1.51778, "time": 0.22608} +{"mode": "train", "epoch": 9, "iter": 500, "lr": 0.02482, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.74562, "top5_acc": 0.95438, "loss_cls": 1.47149, "loss": 1.47149, "time": 0.2264} +{"mode": "train", "epoch": 9, "iter": 600, "lr": 0.02481, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.73875, "top5_acc": 0.96375, "loss_cls": 1.38389, "loss": 1.38389, "time": 0.2263} +{"mode": "train", "epoch": 9, "iter": 700, "lr": 0.02481, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.75188, "top5_acc": 0.95562, "loss_cls": 1.42623, "loss": 1.42623, "time": 0.22661} +{"mode": "train", "epoch": 9, "iter": 800, "lr": 0.02481, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.725, "top5_acc": 0.9475, "loss_cls": 1.5323, "loss": 1.5323, "time": 0.22675} +{"mode": "train", "epoch": 9, "iter": 900, "lr": 0.02481, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.73625, "top5_acc": 0.95625, "loss_cls": 1.47593, "loss": 1.47593, "time": 0.22755} +{"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.02481, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.73875, "top5_acc": 0.9575, "loss_cls": 1.47146, "loss": 1.47146, "time": 0.22803} +{"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.02481, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.7025, "top5_acc": 0.94875, "loss_cls": 1.6279, "loss": 1.6279, "time": 0.22749} +{"mode": "train", "epoch": 9, "iter": 1200, "lr": 0.0248, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.7225, "top5_acc": 0.94625, "loss_cls": 1.57559, "loss": 1.57559, "time": 0.22781} +{"mode": "train", "epoch": 9, "iter": 1300, "lr": 0.0248, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.735, "top5_acc": 0.95688, "loss_cls": 1.47194, "loss": 1.47194, "time": 0.22752} +{"mode": "train", "epoch": 9, "iter": 1400, "lr": 0.0248, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.71562, "top5_acc": 0.95562, "loss_cls": 1.53955, "loss": 1.53955, "time": 0.22764} +{"mode": "train", "epoch": 9, "iter": 1500, "lr": 0.0248, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75688, "top5_acc": 0.96375, "loss_cls": 1.42633, "loss": 1.42633, "time": 0.2272} +{"mode": "train", "epoch": 9, "iter": 1600, "lr": 0.0248, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.73562, "top5_acc": 0.95438, "loss_cls": 1.49594, "loss": 1.49594, "time": 0.22692} +{"mode": "train", "epoch": 9, "iter": 1700, "lr": 0.02479, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.72875, "top5_acc": 0.95938, "loss_cls": 1.50013, "loss": 1.50013, "time": 0.22795} +{"mode": "train", "epoch": 9, "iter": 1800, "lr": 0.02479, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.745, "top5_acc": 0.94938, "loss_cls": 1.44065, "loss": 1.44065, "time": 0.22691} +{"mode": "train", "epoch": 9, "iter": 1900, "lr": 0.02479, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.73375, "top5_acc": 0.95312, "loss_cls": 1.48833, "loss": 1.48833, "time": 0.22696} +{"mode": "train", "epoch": 9, "iter": 2000, "lr": 0.02479, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.71188, "top5_acc": 0.9525, "loss_cls": 1.52798, "loss": 1.52798, "time": 0.2273} +{"mode": "train", "epoch": 9, "iter": 2100, "lr": 0.02479, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.73438, "top5_acc": 0.95375, "loss_cls": 1.49301, "loss": 1.49301, "time": 0.22713} +{"mode": "train", "epoch": 9, "iter": 2200, "lr": 0.02478, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.74188, "top5_acc": 0.95, "loss_cls": 1.49808, "loss": 1.49808, "time": 0.22681} +{"mode": "train", "epoch": 9, "iter": 2300, "lr": 0.02478, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.71, "top5_acc": 0.94938, "loss_cls": 1.555, "loss": 1.555, "time": 0.22834} +{"mode": "train", "epoch": 9, "iter": 2400, "lr": 0.02478, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.73562, "top5_acc": 0.95188, "loss_cls": 1.49425, "loss": 1.49425, "time": 0.22667} +{"mode": "train", "epoch": 9, "iter": 2500, "lr": 0.02478, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7225, "top5_acc": 0.94312, "loss_cls": 1.59266, "loss": 1.59266, "time": 0.22785} +{"mode": "val", "epoch": 9, "iter": 1031, "lr": 0.02478, "top1_acc": 0.69673, "top5_acc": 0.93249} +{"mode": "train", "epoch": 10, "iter": 100, "lr": 0.02478, "memory": 6499, "data_time": 0.18306, "top1_acc": 0.74375, "top5_acc": 0.96125, "loss_cls": 1.39753, "loss": 1.39753, "time": 0.4088} +{"mode": "train", "epoch": 10, "iter": 200, "lr": 0.02477, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.74375, "top5_acc": 0.95688, "loss_cls": 1.43249, "loss": 1.43249, "time": 0.2265} +{"mode": "train", "epoch": 10, "iter": 300, "lr": 0.02477, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.73688, "top5_acc": 0.95562, "loss_cls": 1.45385, "loss": 1.45385, "time": 0.22655} +{"mode": "train", "epoch": 10, "iter": 400, "lr": 0.02477, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.73562, "top5_acc": 0.95625, "loss_cls": 1.47435, "loss": 1.47435, "time": 0.22644} +{"mode": "train", "epoch": 10, "iter": 500, "lr": 0.02477, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.72812, "top5_acc": 0.95562, "loss_cls": 1.43335, "loss": 1.43335, "time": 0.22703} +{"mode": "train", "epoch": 10, "iter": 600, "lr": 0.02477, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.73625, "top5_acc": 0.95812, "loss_cls": 1.4418, "loss": 1.4418, "time": 0.22578} +{"mode": "train", "epoch": 10, "iter": 700, "lr": 0.02476, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.74375, "top5_acc": 0.94938, "loss_cls": 1.45033, "loss": 1.45033, "time": 0.22739} +{"mode": "train", "epoch": 10, "iter": 800, "lr": 0.02476, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.72125, "top5_acc": 0.95375, "loss_cls": 1.52992, "loss": 1.52992, "time": 0.22693} +{"mode": "train", "epoch": 10, "iter": 900, "lr": 0.02476, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.72062, "top5_acc": 0.9425, "loss_cls": 1.53229, "loss": 1.53229, "time": 0.22624} +{"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.02476, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.71938, "top5_acc": 0.96, "loss_cls": 1.48554, "loss": 1.48554, "time": 0.22736} +{"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.02476, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75125, "top5_acc": 0.95938, "loss_cls": 1.41373, "loss": 1.41373, "time": 0.22692} +{"mode": "train", "epoch": 10, "iter": 1200, "lr": 0.02475, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.74812, "top5_acc": 0.96375, "loss_cls": 1.38533, "loss": 1.38533, "time": 0.22629} +{"mode": "train", "epoch": 10, "iter": 1300, "lr": 0.02475, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.74812, "top5_acc": 0.96188, "loss_cls": 1.4481, "loss": 1.4481, "time": 0.22752} +{"mode": "train", "epoch": 10, "iter": 1400, "lr": 0.02475, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76562, "top5_acc": 0.96188, "loss_cls": 1.38122, "loss": 1.38122, "time": 0.22637} +{"mode": "train", "epoch": 10, "iter": 1500, "lr": 0.02475, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.75438, "top5_acc": 0.95875, "loss_cls": 1.35775, "loss": 1.35775, "time": 0.22693} +{"mode": "train", "epoch": 10, "iter": 1600, "lr": 0.02475, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.74625, "top5_acc": 0.95562, "loss_cls": 1.44923, "loss": 1.44923, "time": 0.22671} +{"mode": "train", "epoch": 10, "iter": 1700, "lr": 0.02474, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.75938, "top5_acc": 0.96562, "loss_cls": 1.31108, "loss": 1.31108, "time": 0.22736} +{"mode": "train", "epoch": 10, "iter": 1800, "lr": 0.02474, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.72812, "top5_acc": 0.9575, "loss_cls": 1.48009, "loss": 1.48009, "time": 0.22635} +{"mode": "train", "epoch": 10, "iter": 1900, "lr": 0.02474, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7275, "top5_acc": 0.94625, "loss_cls": 1.50588, "loss": 1.50588, "time": 0.22706} +{"mode": "train", "epoch": 10, "iter": 2000, "lr": 0.02474, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.71312, "top5_acc": 0.94938, "loss_cls": 1.55973, "loss": 1.55973, "time": 0.22653} +{"mode": "train", "epoch": 10, "iter": 2100, "lr": 0.02474, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.73438, "top5_acc": 0.94375, "loss_cls": 1.49999, "loss": 1.49999, "time": 0.22687} +{"mode": "train", "epoch": 10, "iter": 2200, "lr": 0.02473, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.74, "top5_acc": 0.96062, "loss_cls": 1.44514, "loss": 1.44514, "time": 0.22698} +{"mode": "train", "epoch": 10, "iter": 2300, "lr": 0.02473, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.7325, "top5_acc": 0.9475, "loss_cls": 1.50753, "loss": 1.50753, "time": 0.22587} +{"mode": "train", "epoch": 10, "iter": 2400, "lr": 0.02473, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.73875, "top5_acc": 0.9475, "loss_cls": 1.4852, "loss": 1.4852, "time": 0.22675} +{"mode": "train", "epoch": 10, "iter": 2500, "lr": 0.02473, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.75062, "top5_acc": 0.95375, "loss_cls": 1.37537, "loss": 1.37537, "time": 0.227} +{"mode": "val", "epoch": 10, "iter": 1031, "lr": 0.02473, "top1_acc": 0.37411, "top5_acc": 0.71754} +{"mode": "train", "epoch": 11, "iter": 100, "lr": 0.02472, "memory": 6499, "data_time": 0.18643, "top1_acc": 0.74688, "top5_acc": 0.96562, "loss_cls": 1.38026, "loss": 1.38026, "time": 0.41354} +{"mode": "train", "epoch": 11, "iter": 200, "lr": 0.02472, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.73938, "top5_acc": 0.96312, "loss_cls": 1.37282, "loss": 1.37282, "time": 0.22624} +{"mode": "train", "epoch": 11, "iter": 300, "lr": 0.02472, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.73562, "top5_acc": 0.96125, "loss_cls": 1.4256, "loss": 1.4256, "time": 0.22439} +{"mode": "train", "epoch": 11, "iter": 400, "lr": 0.02472, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.74875, "top5_acc": 0.95375, "loss_cls": 1.40433, "loss": 1.40433, "time": 0.22584} +{"mode": "train", "epoch": 11, "iter": 500, "lr": 0.02472, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.74875, "top5_acc": 0.96062, "loss_cls": 1.39456, "loss": 1.39456, "time": 0.22716} +{"mode": "train", "epoch": 11, "iter": 600, "lr": 0.02471, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.75625, "top5_acc": 0.96188, "loss_cls": 1.37192, "loss": 1.37192, "time": 0.22676} +{"mode": "train", "epoch": 11, "iter": 700, "lr": 0.02471, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76375, "top5_acc": 0.96188, "loss_cls": 1.3583, "loss": 1.3583, "time": 0.22692} +{"mode": "train", "epoch": 11, "iter": 800, "lr": 0.02471, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.7375, "top5_acc": 0.95438, "loss_cls": 1.45424, "loss": 1.45424, "time": 0.22663} +{"mode": "train", "epoch": 11, "iter": 900, "lr": 0.02471, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.74312, "top5_acc": 0.96125, "loss_cls": 1.39117, "loss": 1.39117, "time": 0.22703} +{"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.0247, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.73562, "top5_acc": 0.95562, "loss_cls": 1.46778, "loss": 1.46778, "time": 0.22781} +{"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.0247, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.74688, "top5_acc": 0.95875, "loss_cls": 1.40095, "loss": 1.40095, "time": 0.2276} +{"mode": "train", "epoch": 11, "iter": 1200, "lr": 0.0247, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.7525, "top5_acc": 0.9575, "loss_cls": 1.37451, "loss": 1.37451, "time": 0.22707} +{"mode": "train", "epoch": 11, "iter": 1300, "lr": 0.0247, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75062, "top5_acc": 0.96312, "loss_cls": 1.41174, "loss": 1.41174, "time": 0.22726} +{"mode": "train", "epoch": 11, "iter": 1400, "lr": 0.0247, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7525, "top5_acc": 0.95562, "loss_cls": 1.39578, "loss": 1.39578, "time": 0.22589} +{"mode": "train", "epoch": 11, "iter": 1500, "lr": 0.02469, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.75, "top5_acc": 0.96312, "loss_cls": 1.33398, "loss": 1.33398, "time": 0.22608} +{"mode": "train", "epoch": 11, "iter": 1600, "lr": 0.02469, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.7225, "top5_acc": 0.94312, "loss_cls": 1.50965, "loss": 1.50965, "time": 0.22706} +{"mode": "train", "epoch": 11, "iter": 1700, "lr": 0.02469, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.74, "top5_acc": 0.94875, "loss_cls": 1.46117, "loss": 1.46117, "time": 0.22733} +{"mode": "train", "epoch": 11, "iter": 1800, "lr": 0.02469, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.75438, "top5_acc": 0.965, "loss_cls": 1.33147, "loss": 1.33147, "time": 0.22786} +{"mode": "train", "epoch": 11, "iter": 1900, "lr": 0.02468, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.74312, "top5_acc": 0.95375, "loss_cls": 1.44673, "loss": 1.44673, "time": 0.22719} +{"mode": "train", "epoch": 11, "iter": 2000, "lr": 0.02468, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.7475, "top5_acc": 0.96625, "loss_cls": 1.36942, "loss": 1.36942, "time": 0.22652} +{"mode": "train", "epoch": 11, "iter": 2100, "lr": 0.02468, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.74062, "top5_acc": 0.95938, "loss_cls": 1.42761, "loss": 1.42761, "time": 0.22701} +{"mode": "train", "epoch": 11, "iter": 2200, "lr": 0.02468, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.72, "top5_acc": 0.94625, "loss_cls": 1.53915, "loss": 1.53915, "time": 0.22651} +{"mode": "train", "epoch": 11, "iter": 2300, "lr": 0.02467, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.74938, "top5_acc": 0.95312, "loss_cls": 1.38361, "loss": 1.38361, "time": 0.22627} +{"mode": "train", "epoch": 11, "iter": 2400, "lr": 0.02467, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7325, "top5_acc": 0.95188, "loss_cls": 1.43976, "loss": 1.43976, "time": 0.22622} +{"mode": "train", "epoch": 11, "iter": 2500, "lr": 0.02467, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.74438, "top5_acc": 0.95875, "loss_cls": 1.38009, "loss": 1.38009, "time": 0.22598} +{"mode": "val", "epoch": 11, "iter": 1031, "lr": 0.02467, "top1_acc": 0.68969, "top5_acc": 0.92722} +{"mode": "train", "epoch": 12, "iter": 100, "lr": 0.02467, "memory": 6499, "data_time": 0.18816, "top1_acc": 0.75562, "top5_acc": 0.96125, "loss_cls": 1.35291, "loss": 1.35291, "time": 0.41422} +{"mode": "train", "epoch": 12, "iter": 200, "lr": 0.02466, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.76438, "top5_acc": 0.965, "loss_cls": 1.30171, "loss": 1.30171, "time": 0.22646} +{"mode": "train", "epoch": 12, "iter": 300, "lr": 0.02466, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77625, "top5_acc": 0.96938, "loss_cls": 1.26452, "loss": 1.26452, "time": 0.22775} +{"mode": "train", "epoch": 12, "iter": 400, "lr": 0.02466, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.74875, "top5_acc": 0.95625, "loss_cls": 1.38199, "loss": 1.38199, "time": 0.22761} +{"mode": "train", "epoch": 12, "iter": 500, "lr": 0.02466, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.74562, "top5_acc": 0.96438, "loss_cls": 1.3729, "loss": 1.3729, "time": 0.22719} +{"mode": "train", "epoch": 12, "iter": 600, "lr": 0.02466, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76938, "top5_acc": 0.96125, "loss_cls": 1.33603, "loss": 1.33603, "time": 0.2268} +{"mode": "train", "epoch": 12, "iter": 700, "lr": 0.02465, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7575, "top5_acc": 0.97688, "loss_cls": 1.23928, "loss": 1.23928, "time": 0.22701} +{"mode": "train", "epoch": 12, "iter": 800, "lr": 0.02465, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.73125, "top5_acc": 0.96062, "loss_cls": 1.42797, "loss": 1.42797, "time": 0.22742} +{"mode": "train", "epoch": 12, "iter": 900, "lr": 0.02465, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.74625, "top5_acc": 0.95938, "loss_cls": 1.36601, "loss": 1.36601, "time": 0.22773} +{"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.02465, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7325, "top5_acc": 0.95562, "loss_cls": 1.4745, "loss": 1.4745, "time": 0.22774} +{"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.02464, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.71938, "top5_acc": 0.955, "loss_cls": 1.48437, "loss": 1.48437, "time": 0.22636} +{"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.02464, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.75938, "top5_acc": 0.96562, "loss_cls": 1.35821, "loss": 1.35821, "time": 0.22657} +{"mode": "train", "epoch": 12, "iter": 1300, "lr": 0.02464, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.75188, "top5_acc": 0.94562, "loss_cls": 1.46812, "loss": 1.46812, "time": 0.22838} +{"mode": "train", "epoch": 12, "iter": 1400, "lr": 0.02464, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.74438, "top5_acc": 0.94938, "loss_cls": 1.44026, "loss": 1.44026, "time": 0.22763} +{"mode": "train", "epoch": 12, "iter": 1500, "lr": 0.02463, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.75375, "top5_acc": 0.96062, "loss_cls": 1.3735, "loss": 1.3735, "time": 0.22663} +{"mode": "train", "epoch": 12, "iter": 1600, "lr": 0.02463, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76938, "top5_acc": 0.95812, "loss_cls": 1.25355, "loss": 1.25355, "time": 0.22648} +{"mode": "train", "epoch": 12, "iter": 1700, "lr": 0.02463, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.75438, "top5_acc": 0.95062, "loss_cls": 1.38233, "loss": 1.38233, "time": 0.22583} +{"mode": "train", "epoch": 12, "iter": 1800, "lr": 0.02463, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.74938, "top5_acc": 0.95938, "loss_cls": 1.363, "loss": 1.363, "time": 0.22679} +{"mode": "train", "epoch": 12, "iter": 1900, "lr": 0.02462, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.74812, "top5_acc": 0.95625, "loss_cls": 1.40306, "loss": 1.40306, "time": 0.2277} +{"mode": "train", "epoch": 12, "iter": 2000, "lr": 0.02462, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.7525, "top5_acc": 0.96312, "loss_cls": 1.37142, "loss": 1.37142, "time": 0.22733} +{"mode": "train", "epoch": 12, "iter": 2100, "lr": 0.02462, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.74812, "top5_acc": 0.96062, "loss_cls": 1.31798, "loss": 1.31798, "time": 0.22623} +{"mode": "train", "epoch": 12, "iter": 2200, "lr": 0.02462, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.76312, "top5_acc": 0.96375, "loss_cls": 1.31398, "loss": 1.31398, "time": 0.2259} +{"mode": "train", "epoch": 12, "iter": 2300, "lr": 0.02461, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.75625, "top5_acc": 0.95938, "loss_cls": 1.35352, "loss": 1.35352, "time": 0.22662} +{"mode": "train", "epoch": 12, "iter": 2400, "lr": 0.02461, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76188, "top5_acc": 0.97125, "loss_cls": 1.28819, "loss": 1.28819, "time": 0.22705} +{"mode": "train", "epoch": 12, "iter": 2500, "lr": 0.02461, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.72312, "top5_acc": 0.95625, "loss_cls": 1.4471, "loss": 1.4471, "time": 0.22583} +{"mode": "val", "epoch": 12, "iter": 1031, "lr": 0.02461, "top1_acc": 0.70492, "top5_acc": 0.93813} +{"mode": "train", "epoch": 13, "iter": 100, "lr": 0.0246, "memory": 6499, "data_time": 0.18945, "top1_acc": 0.75375, "top5_acc": 0.96375, "loss_cls": 1.34775, "loss": 1.34775, "time": 0.41555} +{"mode": "train", "epoch": 13, "iter": 200, "lr": 0.0246, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.74938, "top5_acc": 0.965, "loss_cls": 1.34555, "loss": 1.34555, "time": 0.22522} +{"mode": "train", "epoch": 13, "iter": 300, "lr": 0.0246, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.75, "top5_acc": 0.96, "loss_cls": 1.38126, "loss": 1.38126, "time": 0.2254} +{"mode": "train", "epoch": 13, "iter": 400, "lr": 0.0246, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.75375, "top5_acc": 0.97125, "loss_cls": 1.29683, "loss": 1.29683, "time": 0.22693} +{"mode": "train", "epoch": 13, "iter": 500, "lr": 0.02459, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.74562, "top5_acc": 0.95, "loss_cls": 1.3741, "loss": 1.3741, "time": 0.2267} +{"mode": "train", "epoch": 13, "iter": 600, "lr": 0.02459, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.77312, "top5_acc": 0.96625, "loss_cls": 1.26571, "loss": 1.26571, "time": 0.22778} +{"mode": "train", "epoch": 13, "iter": 700, "lr": 0.02459, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7475, "top5_acc": 0.96125, "loss_cls": 1.34624, "loss": 1.34624, "time": 0.22727} +{"mode": "train", "epoch": 13, "iter": 800, "lr": 0.02459, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.73875, "top5_acc": 0.945, "loss_cls": 1.44723, "loss": 1.44723, "time": 0.22696} +{"mode": "train", "epoch": 13, "iter": 900, "lr": 0.02458, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.7675, "top5_acc": 0.96, "loss_cls": 1.29039, "loss": 1.29039, "time": 0.22753} +{"mode": "train", "epoch": 13, "iter": 1000, "lr": 0.02458, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.76125, "top5_acc": 0.96125, "loss_cls": 1.34238, "loss": 1.34238, "time": 0.22745} +{"mode": "train", "epoch": 13, "iter": 1100, "lr": 0.02458, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.75062, "top5_acc": 0.95188, "loss_cls": 1.40155, "loss": 1.40155, "time": 0.22668} +{"mode": "train", "epoch": 13, "iter": 1200, "lr": 0.02458, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7475, "top5_acc": 0.95938, "loss_cls": 1.36608, "loss": 1.36608, "time": 0.22765} +{"mode": "train", "epoch": 13, "iter": 1300, "lr": 0.02457, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.72812, "top5_acc": 0.95562, "loss_cls": 1.44079, "loss": 1.44079, "time": 0.22817} +{"mode": "train", "epoch": 13, "iter": 1400, "lr": 0.02457, "memory": 6499, "data_time": 0.00045, "top1_acc": 0.7575, "top5_acc": 0.96188, "loss_cls": 1.30867, "loss": 1.30867, "time": 0.22836} +{"mode": "train", "epoch": 13, "iter": 1500, "lr": 0.02457, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.75625, "top5_acc": 0.95938, "loss_cls": 1.35018, "loss": 1.35018, "time": 0.22676} +{"mode": "train", "epoch": 13, "iter": 1600, "lr": 0.02456, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.75438, "top5_acc": 0.96438, "loss_cls": 1.33849, "loss": 1.33849, "time": 0.2277} +{"mode": "train", "epoch": 13, "iter": 1700, "lr": 0.02456, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.74562, "top5_acc": 0.96125, "loss_cls": 1.36945, "loss": 1.36945, "time": 0.22659} +{"mode": "train", "epoch": 13, "iter": 1800, "lr": 0.02456, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.78062, "top5_acc": 0.9625, "loss_cls": 1.23962, "loss": 1.23962, "time": 0.22734} +{"mode": "train", "epoch": 13, "iter": 1900, "lr": 0.02456, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.75375, "top5_acc": 0.9675, "loss_cls": 1.32109, "loss": 1.32109, "time": 0.22841} +{"mode": "train", "epoch": 13, "iter": 2000, "lr": 0.02455, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.74125, "top5_acc": 0.95375, "loss_cls": 1.40914, "loss": 1.40914, "time": 0.22819} +{"mode": "train", "epoch": 13, "iter": 2100, "lr": 0.02455, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.77125, "top5_acc": 0.97062, "loss_cls": 1.19151, "loss": 1.19151, "time": 0.22701} +{"mode": "train", "epoch": 13, "iter": 2200, "lr": 0.02455, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.74312, "top5_acc": 0.95812, "loss_cls": 1.3787, "loss": 1.3787, "time": 0.22684} +{"mode": "train", "epoch": 13, "iter": 2300, "lr": 0.02455, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.73125, "top5_acc": 0.96188, "loss_cls": 1.39206, "loss": 1.39206, "time": 0.22657} +{"mode": "train", "epoch": 13, "iter": 2400, "lr": 0.02454, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.75875, "top5_acc": 0.95938, "loss_cls": 1.3307, "loss": 1.3307, "time": 0.22737} +{"mode": "train", "epoch": 13, "iter": 2500, "lr": 0.02454, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.75375, "top5_acc": 0.95062, "loss_cls": 1.39217, "loss": 1.39217, "time": 0.22639} +{"mode": "val", "epoch": 13, "iter": 1031, "lr": 0.02454, "top1_acc": 0.70352, "top5_acc": 0.9388} +{"mode": "train", "epoch": 14, "iter": 100, "lr": 0.02454, "memory": 6499, "data_time": 0.17998, "top1_acc": 0.76312, "top5_acc": 0.96375, "loss_cls": 1.31233, "loss": 1.31233, "time": 0.40572} +{"mode": "train", "epoch": 14, "iter": 200, "lr": 0.02453, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76688, "top5_acc": 0.96188, "loss_cls": 1.30196, "loss": 1.30196, "time": 0.22744} +{"mode": "train", "epoch": 14, "iter": 300, "lr": 0.02453, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.74938, "top5_acc": 0.9675, "loss_cls": 1.31292, "loss": 1.31292, "time": 0.22611} +{"mode": "train", "epoch": 14, "iter": 400, "lr": 0.02453, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76438, "top5_acc": 0.95875, "loss_cls": 1.33528, "loss": 1.33528, "time": 0.22648} +{"mode": "train", "epoch": 14, "iter": 500, "lr": 0.02453, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77625, "top5_acc": 0.96312, "loss_cls": 1.29228, "loss": 1.29228, "time": 0.22608} +{"mode": "train", "epoch": 14, "iter": 600, "lr": 0.02452, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.7475, "top5_acc": 0.95938, "loss_cls": 1.37675, "loss": 1.37675, "time": 0.22839} +{"mode": "train", "epoch": 14, "iter": 700, "lr": 0.02452, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77375, "top5_acc": 0.95875, "loss_cls": 1.28344, "loss": 1.28344, "time": 0.22645} +{"mode": "train", "epoch": 14, "iter": 800, "lr": 0.02452, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.74875, "top5_acc": 0.95875, "loss_cls": 1.34159, "loss": 1.34159, "time": 0.22658} +{"mode": "train", "epoch": 14, "iter": 900, "lr": 0.02451, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.755, "top5_acc": 0.95875, "loss_cls": 1.34903, "loss": 1.34903, "time": 0.2274} +{"mode": "train", "epoch": 14, "iter": 1000, "lr": 0.02451, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.76375, "top5_acc": 0.96062, "loss_cls": 1.31726, "loss": 1.31726, "time": 0.22597} +{"mode": "train", "epoch": 14, "iter": 1100, "lr": 0.02451, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75812, "top5_acc": 0.95875, "loss_cls": 1.34202, "loss": 1.34202, "time": 0.2269} +{"mode": "train", "epoch": 14, "iter": 1200, "lr": 0.02451, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.74938, "top5_acc": 0.95438, "loss_cls": 1.3964, "loss": 1.3964, "time": 0.22715} +{"mode": "train", "epoch": 14, "iter": 1300, "lr": 0.0245, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75062, "top5_acc": 0.96188, "loss_cls": 1.35213, "loss": 1.35213, "time": 0.22641} +{"mode": "train", "epoch": 14, "iter": 1400, "lr": 0.0245, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.73875, "top5_acc": 0.94938, "loss_cls": 1.4371, "loss": 1.4371, "time": 0.22708} +{"mode": "train", "epoch": 14, "iter": 1500, "lr": 0.0245, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.76688, "top5_acc": 0.96375, "loss_cls": 1.25874, "loss": 1.25874, "time": 0.22752} +{"mode": "train", "epoch": 14, "iter": 1600, "lr": 0.02449, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.73875, "top5_acc": 0.9575, "loss_cls": 1.40878, "loss": 1.40878, "time": 0.22668} +{"mode": "train", "epoch": 14, "iter": 1700, "lr": 0.02449, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.74562, "top5_acc": 0.96, "loss_cls": 1.33029, "loss": 1.33029, "time": 0.22618} +{"mode": "train", "epoch": 14, "iter": 1800, "lr": 0.02449, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77062, "top5_acc": 0.9575, "loss_cls": 1.27657, "loss": 1.27657, "time": 0.22711} +{"mode": "train", "epoch": 14, "iter": 1900, "lr": 0.02448, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.76688, "top5_acc": 0.95312, "loss_cls": 1.33458, "loss": 1.33458, "time": 0.2265} +{"mode": "train", "epoch": 14, "iter": 2000, "lr": 0.02448, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.785, "top5_acc": 0.96875, "loss_cls": 1.21277, "loss": 1.21277, "time": 0.22643} +{"mode": "train", "epoch": 14, "iter": 2100, "lr": 0.02448, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75688, "top5_acc": 0.96438, "loss_cls": 1.30227, "loss": 1.30227, "time": 0.22723} +{"mode": "train", "epoch": 14, "iter": 2200, "lr": 0.02448, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7625, "top5_acc": 0.96125, "loss_cls": 1.31777, "loss": 1.31777, "time": 0.22694} +{"mode": "train", "epoch": 14, "iter": 2300, "lr": 0.02447, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75312, "top5_acc": 0.96188, "loss_cls": 1.29858, "loss": 1.29858, "time": 0.22698} +{"mode": "train", "epoch": 14, "iter": 2400, "lr": 0.02447, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.765, "top5_acc": 0.96188, "loss_cls": 1.3379, "loss": 1.3379, "time": 0.22659} +{"mode": "train", "epoch": 14, "iter": 2500, "lr": 0.02447, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76, "top5_acc": 0.96625, "loss_cls": 1.26248, "loss": 1.26248, "time": 0.22729} +{"mode": "val", "epoch": 14, "iter": 1031, "lr": 0.02447, "top1_acc": 0.7239, "top5_acc": 0.94523} +{"mode": "train", "epoch": 15, "iter": 100, "lr": 0.02446, "memory": 6499, "data_time": 0.18897, "top1_acc": 0.76562, "top5_acc": 0.96125, "loss_cls": 1.2737, "loss": 1.2737, "time": 0.41546} +{"mode": "train", "epoch": 15, "iter": 200, "lr": 0.02446, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77625, "top5_acc": 0.96438, "loss_cls": 1.2482, "loss": 1.2482, "time": 0.22606} +{"mode": "train", "epoch": 15, "iter": 300, "lr": 0.02446, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77062, "top5_acc": 0.965, "loss_cls": 1.23535, "loss": 1.23535, "time": 0.22729} +{"mode": "train", "epoch": 15, "iter": 400, "lr": 0.02445, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.76188, "top5_acc": 0.96375, "loss_cls": 1.3161, "loss": 1.3161, "time": 0.2271} +{"mode": "train", "epoch": 15, "iter": 500, "lr": 0.02445, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.74125, "top5_acc": 0.96812, "loss_cls": 1.32614, "loss": 1.32614, "time": 0.22709} +{"mode": "train", "epoch": 15, "iter": 600, "lr": 0.02445, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.73562, "top5_acc": 0.95688, "loss_cls": 1.35884, "loss": 1.35884, "time": 0.22661} +{"mode": "train", "epoch": 15, "iter": 700, "lr": 0.02445, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7825, "top5_acc": 0.95875, "loss_cls": 1.26086, "loss": 1.26086, "time": 0.22608} +{"mode": "train", "epoch": 15, "iter": 800, "lr": 0.02444, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77375, "top5_acc": 0.96375, "loss_cls": 1.25106, "loss": 1.25106, "time": 0.22773} +{"mode": "train", "epoch": 15, "iter": 900, "lr": 0.02444, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76312, "top5_acc": 0.96188, "loss_cls": 1.29881, "loss": 1.29881, "time": 0.22804} +{"mode": "train", "epoch": 15, "iter": 1000, "lr": 0.02444, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75438, "top5_acc": 0.95688, "loss_cls": 1.35229, "loss": 1.35229, "time": 0.22678} +{"mode": "train", "epoch": 15, "iter": 1100, "lr": 0.02443, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77, "top5_acc": 0.96062, "loss_cls": 1.28568, "loss": 1.28568, "time": 0.22731} +{"mode": "train", "epoch": 15, "iter": 1200, "lr": 0.02443, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.74312, "top5_acc": 0.96812, "loss_cls": 1.28034, "loss": 1.28034, "time": 0.22843} +{"mode": "train", "epoch": 15, "iter": 1300, "lr": 0.02443, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76812, "top5_acc": 0.96188, "loss_cls": 1.27471, "loss": 1.27471, "time": 0.22752} +{"mode": "train", "epoch": 15, "iter": 1400, "lr": 0.02442, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76812, "top5_acc": 0.95938, "loss_cls": 1.30867, "loss": 1.30867, "time": 0.22725} +{"mode": "train", "epoch": 15, "iter": 1500, "lr": 0.02442, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.75188, "top5_acc": 0.96375, "loss_cls": 1.31359, "loss": 1.31359, "time": 0.22853} +{"mode": "train", "epoch": 15, "iter": 1600, "lr": 0.02442, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76, "top5_acc": 0.96125, "loss_cls": 1.30714, "loss": 1.30714, "time": 0.22739} +{"mode": "train", "epoch": 15, "iter": 1700, "lr": 0.02441, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.74062, "top5_acc": 0.95438, "loss_cls": 1.39023, "loss": 1.39023, "time": 0.2265} +{"mode": "train", "epoch": 15, "iter": 1800, "lr": 0.02441, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.7575, "top5_acc": 0.96438, "loss_cls": 1.30771, "loss": 1.30771, "time": 0.22767} +{"mode": "train", "epoch": 15, "iter": 1900, "lr": 0.02441, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76562, "top5_acc": 0.96, "loss_cls": 1.28695, "loss": 1.28695, "time": 0.2264} +{"mode": "train", "epoch": 15, "iter": 2000, "lr": 0.0244, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.795, "top5_acc": 0.9675, "loss_cls": 1.18589, "loss": 1.18589, "time": 0.22694} +{"mode": "train", "epoch": 15, "iter": 2100, "lr": 0.0244, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77938, "top5_acc": 0.9625, "loss_cls": 1.20596, "loss": 1.20596, "time": 0.22671} +{"mode": "train", "epoch": 15, "iter": 2200, "lr": 0.0244, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.76875, "top5_acc": 0.95938, "loss_cls": 1.29309, "loss": 1.29309, "time": 0.22696} +{"mode": "train", "epoch": 15, "iter": 2300, "lr": 0.02439, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75125, "top5_acc": 0.96562, "loss_cls": 1.31034, "loss": 1.31034, "time": 0.2268} +{"mode": "train", "epoch": 15, "iter": 2400, "lr": 0.02439, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.765, "top5_acc": 0.96125, "loss_cls": 1.31072, "loss": 1.31072, "time": 0.22702} +{"mode": "train", "epoch": 15, "iter": 2500, "lr": 0.02439, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76562, "top5_acc": 0.95938, "loss_cls": 1.34581, "loss": 1.34581, "time": 0.22661} +{"mode": "val", "epoch": 15, "iter": 1031, "lr": 0.02439, "top1_acc": 0.62813, "top5_acc": 0.9001} +{"mode": "train", "epoch": 16, "iter": 100, "lr": 0.02439, "memory": 6499, "data_time": 0.18352, "top1_acc": 0.77062, "top5_acc": 0.96312, "loss_cls": 1.25558, "loss": 1.25558, "time": 0.40967} +{"mode": "train", "epoch": 16, "iter": 200, "lr": 0.02438, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.76688, "top5_acc": 0.96812, "loss_cls": 1.27954, "loss": 1.27954, "time": 0.22654} +{"mode": "train", "epoch": 16, "iter": 300, "lr": 0.02438, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.78938, "top5_acc": 0.97, "loss_cls": 1.15051, "loss": 1.15051, "time": 0.22782} +{"mode": "train", "epoch": 16, "iter": 400, "lr": 0.02438, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.75062, "top5_acc": 0.96562, "loss_cls": 1.29541, "loss": 1.29541, "time": 0.22686} +{"mode": "train", "epoch": 16, "iter": 500, "lr": 0.02437, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.745, "top5_acc": 0.95812, "loss_cls": 1.3257, "loss": 1.3257, "time": 0.22705} +{"mode": "train", "epoch": 16, "iter": 600, "lr": 0.02437, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.76312, "top5_acc": 0.96062, "loss_cls": 1.26989, "loss": 1.26989, "time": 0.22644} +{"mode": "train", "epoch": 16, "iter": 700, "lr": 0.02437, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.765, "top5_acc": 0.96875, "loss_cls": 1.26664, "loss": 1.26664, "time": 0.22757} +{"mode": "train", "epoch": 16, "iter": 800, "lr": 0.02436, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7775, "top5_acc": 0.9625, "loss_cls": 1.248, "loss": 1.248, "time": 0.22734} +{"mode": "train", "epoch": 16, "iter": 900, "lr": 0.02436, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76875, "top5_acc": 0.96188, "loss_cls": 1.23355, "loss": 1.23355, "time": 0.22659} +{"mode": "train", "epoch": 16, "iter": 1000, "lr": 0.02436, "memory": 6499, "data_time": 0.0006, "top1_acc": 0.78812, "top5_acc": 0.96312, "loss_cls": 1.15114, "loss": 1.15114, "time": 0.22628} +{"mode": "train", "epoch": 16, "iter": 1100, "lr": 0.02435, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76625, "top5_acc": 0.96938, "loss_cls": 1.25474, "loss": 1.25474, "time": 0.22689} +{"mode": "train", "epoch": 16, "iter": 1200, "lr": 0.02435, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76438, "top5_acc": 0.9575, "loss_cls": 1.28058, "loss": 1.28058, "time": 0.22687} +{"mode": "train", "epoch": 16, "iter": 1300, "lr": 0.02435, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77625, "top5_acc": 0.96938, "loss_cls": 1.21174, "loss": 1.21174, "time": 0.22649} +{"mode": "train", "epoch": 16, "iter": 1400, "lr": 0.02434, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.74938, "top5_acc": 0.955, "loss_cls": 1.36728, "loss": 1.36728, "time": 0.22576} +{"mode": "train", "epoch": 16, "iter": 1500, "lr": 0.02434, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7775, "top5_acc": 0.96562, "loss_cls": 1.24707, "loss": 1.24707, "time": 0.2258} +{"mode": "train", "epoch": 16, "iter": 1600, "lr": 0.02434, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77688, "top5_acc": 0.9625, "loss_cls": 1.24194, "loss": 1.24194, "time": 0.22599} +{"mode": "train", "epoch": 16, "iter": 1700, "lr": 0.02433, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7725, "top5_acc": 0.96625, "loss_cls": 1.20079, "loss": 1.20079, "time": 0.22708} +{"mode": "train", "epoch": 16, "iter": 1800, "lr": 0.02433, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.745, "top5_acc": 0.95125, "loss_cls": 1.39367, "loss": 1.39367, "time": 0.22708} +{"mode": "train", "epoch": 16, "iter": 1900, "lr": 0.02433, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.77375, "top5_acc": 0.965, "loss_cls": 1.20173, "loss": 1.20173, "time": 0.22629} +{"mode": "train", "epoch": 16, "iter": 2000, "lr": 0.02432, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75688, "top5_acc": 0.95812, "loss_cls": 1.29296, "loss": 1.29296, "time": 0.22637} +{"mode": "train", "epoch": 16, "iter": 2100, "lr": 0.02432, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75062, "top5_acc": 0.95312, "loss_cls": 1.35456, "loss": 1.35456, "time": 0.22565} +{"mode": "train", "epoch": 16, "iter": 2200, "lr": 0.02432, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76812, "top5_acc": 0.97, "loss_cls": 1.257, "loss": 1.257, "time": 0.22647} +{"mode": "train", "epoch": 16, "iter": 2300, "lr": 0.02431, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75375, "top5_acc": 0.96438, "loss_cls": 1.29789, "loss": 1.29789, "time": 0.22594} +{"mode": "train", "epoch": 16, "iter": 2400, "lr": 0.02431, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.73688, "top5_acc": 0.95938, "loss_cls": 1.3661, "loss": 1.3661, "time": 0.22601} +{"mode": "train", "epoch": 16, "iter": 2500, "lr": 0.0243, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78, "top5_acc": 0.95938, "loss_cls": 1.25321, "loss": 1.25321, "time": 0.22762} +{"mode": "val", "epoch": 16, "iter": 1031, "lr": 0.0243, "top1_acc": 0.44756, "top5_acc": 0.7794} +{"mode": "train", "epoch": 17, "iter": 100, "lr": 0.0243, "memory": 6499, "data_time": 0.17872, "top1_acc": 0.77625, "top5_acc": 0.96625, "loss_cls": 1.24179, "loss": 1.24179, "time": 0.40612} +{"mode": "train", "epoch": 17, "iter": 200, "lr": 0.0243, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77062, "top5_acc": 0.95688, "loss_cls": 1.28165, "loss": 1.28165, "time": 0.22635} +{"mode": "train", "epoch": 17, "iter": 300, "lr": 0.02429, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76688, "top5_acc": 0.9675, "loss_cls": 1.22635, "loss": 1.22635, "time": 0.22761} +{"mode": "train", "epoch": 17, "iter": 400, "lr": 0.02429, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.7775, "top5_acc": 0.96312, "loss_cls": 1.23165, "loss": 1.23165, "time": 0.22735} +{"mode": "train", "epoch": 17, "iter": 500, "lr": 0.02429, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76125, "top5_acc": 0.9625, "loss_cls": 1.30367, "loss": 1.30367, "time": 0.22636} +{"mode": "train", "epoch": 17, "iter": 600, "lr": 0.02428, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.74438, "top5_acc": 0.95375, "loss_cls": 1.33329, "loss": 1.33329, "time": 0.22569} +{"mode": "train", "epoch": 17, "iter": 700, "lr": 0.02428, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.75938, "top5_acc": 0.96375, "loss_cls": 1.30564, "loss": 1.30564, "time": 0.22524} +{"mode": "train", "epoch": 17, "iter": 800, "lr": 0.02428, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77938, "top5_acc": 0.96562, "loss_cls": 1.20932, "loss": 1.20932, "time": 0.2279} +{"mode": "train", "epoch": 17, "iter": 900, "lr": 0.02427, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76438, "top5_acc": 0.96375, "loss_cls": 1.24224, "loss": 1.24224, "time": 0.22814} +{"mode": "train", "epoch": 17, "iter": 1000, "lr": 0.02427, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76938, "top5_acc": 0.96625, "loss_cls": 1.23007, "loss": 1.23007, "time": 0.22694} +{"mode": "train", "epoch": 17, "iter": 1100, "lr": 0.02427, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.755, "top5_acc": 0.965, "loss_cls": 1.28641, "loss": 1.28641, "time": 0.22723} +{"mode": "train", "epoch": 17, "iter": 1200, "lr": 0.02426, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.75438, "top5_acc": 0.9525, "loss_cls": 1.32944, "loss": 1.32944, "time": 0.22746} +{"mode": "train", "epoch": 17, "iter": 1300, "lr": 0.02426, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.76062, "top5_acc": 0.95875, "loss_cls": 1.25205, "loss": 1.25205, "time": 0.22695} +{"mode": "train", "epoch": 17, "iter": 1400, "lr": 0.02426, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.74688, "top5_acc": 0.96438, "loss_cls": 1.28314, "loss": 1.28314, "time": 0.22718} +{"mode": "train", "epoch": 17, "iter": 1500, "lr": 0.02425, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79, "top5_acc": 0.97188, "loss_cls": 1.17778, "loss": 1.17778, "time": 0.22772} +{"mode": "train", "epoch": 17, "iter": 1600, "lr": 0.02425, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.77438, "top5_acc": 0.9675, "loss_cls": 1.19284, "loss": 1.19284, "time": 0.22711} +{"mode": "train", "epoch": 17, "iter": 1700, "lr": 0.02425, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7825, "top5_acc": 0.97, "loss_cls": 1.2066, "loss": 1.2066, "time": 0.22673} +{"mode": "train", "epoch": 17, "iter": 1800, "lr": 0.02424, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.78062, "top5_acc": 0.96375, "loss_cls": 1.23514, "loss": 1.23514, "time": 0.22643} +{"mode": "train", "epoch": 17, "iter": 1900, "lr": 0.02424, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77375, "top5_acc": 0.96375, "loss_cls": 1.22288, "loss": 1.22288, "time": 0.22608} +{"mode": "train", "epoch": 17, "iter": 2000, "lr": 0.02423, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.765, "top5_acc": 0.95625, "loss_cls": 1.29357, "loss": 1.29357, "time": 0.22535} +{"mode": "train", "epoch": 17, "iter": 2100, "lr": 0.02423, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77625, "top5_acc": 0.96438, "loss_cls": 1.22297, "loss": 1.22297, "time": 0.22545} +{"mode": "train", "epoch": 17, "iter": 2200, "lr": 0.02423, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77562, "top5_acc": 0.96562, "loss_cls": 1.24298, "loss": 1.24298, "time": 0.22662} +{"mode": "train", "epoch": 17, "iter": 2300, "lr": 0.02422, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.76875, "top5_acc": 0.9675, "loss_cls": 1.24136, "loss": 1.24136, "time": 0.22715} +{"mode": "train", "epoch": 17, "iter": 2400, "lr": 0.02422, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.76062, "top5_acc": 0.95812, "loss_cls": 1.27906, "loss": 1.27906, "time": 0.22674} +{"mode": "train", "epoch": 17, "iter": 2500, "lr": 0.02422, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78, "top5_acc": 0.96875, "loss_cls": 1.18562, "loss": 1.18562, "time": 0.22735} +{"mode": "val", "epoch": 17, "iter": 1031, "lr": 0.02422, "top1_acc": 0.67587, "top5_acc": 0.92928} +{"mode": "train", "epoch": 18, "iter": 100, "lr": 0.02421, "memory": 6499, "data_time": 0.18424, "top1_acc": 0.7525, "top5_acc": 0.95812, "loss_cls": 1.29022, "loss": 1.29022, "time": 0.411} +{"mode": "train", "epoch": 18, "iter": 200, "lr": 0.02421, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.775, "top5_acc": 0.95688, "loss_cls": 1.29463, "loss": 1.29463, "time": 0.22639} +{"mode": "train", "epoch": 18, "iter": 300, "lr": 0.02421, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.75938, "top5_acc": 0.9675, "loss_cls": 1.2383, "loss": 1.2383, "time": 0.22616} +{"mode": "train", "epoch": 18, "iter": 400, "lr": 0.0242, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76688, "top5_acc": 0.96625, "loss_cls": 1.22039, "loss": 1.22039, "time": 0.22705} +{"mode": "train", "epoch": 18, "iter": 500, "lr": 0.0242, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75812, "top5_acc": 0.96062, "loss_cls": 1.27333, "loss": 1.27333, "time": 0.22825} +{"mode": "train", "epoch": 18, "iter": 600, "lr": 0.02419, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78375, "top5_acc": 0.96812, "loss_cls": 1.14158, "loss": 1.14158, "time": 0.2266} +{"mode": "train", "epoch": 18, "iter": 700, "lr": 0.02419, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78688, "top5_acc": 0.9625, "loss_cls": 1.20038, "loss": 1.20038, "time": 0.22626} +{"mode": "train", "epoch": 18, "iter": 800, "lr": 0.02419, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.76625, "top5_acc": 0.96312, "loss_cls": 1.24361, "loss": 1.24361, "time": 0.22752} +{"mode": "train", "epoch": 18, "iter": 900, "lr": 0.02418, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78312, "top5_acc": 0.97, "loss_cls": 1.21655, "loss": 1.21655, "time": 0.22604} +{"mode": "train", "epoch": 18, "iter": 1000, "lr": 0.02418, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77688, "top5_acc": 0.9725, "loss_cls": 1.15399, "loss": 1.15399, "time": 0.22702} +{"mode": "train", "epoch": 18, "iter": 1100, "lr": 0.02418, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78625, "top5_acc": 0.96312, "loss_cls": 1.19489, "loss": 1.19489, "time": 0.22773} +{"mode": "train", "epoch": 18, "iter": 1200, "lr": 0.02417, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76312, "top5_acc": 0.96625, "loss_cls": 1.24375, "loss": 1.24375, "time": 0.22769} +{"mode": "train", "epoch": 18, "iter": 1300, "lr": 0.02417, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76625, "top5_acc": 0.96375, "loss_cls": 1.27285, "loss": 1.27285, "time": 0.22824} +{"mode": "train", "epoch": 18, "iter": 1400, "lr": 0.02416, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77125, "top5_acc": 0.96812, "loss_cls": 1.25542, "loss": 1.25542, "time": 0.22684} +{"mode": "train", "epoch": 18, "iter": 1500, "lr": 0.02416, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79188, "top5_acc": 0.96875, "loss_cls": 1.16706, "loss": 1.16706, "time": 0.22606} +{"mode": "train", "epoch": 18, "iter": 1600, "lr": 0.02416, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75875, "top5_acc": 0.95938, "loss_cls": 1.25473, "loss": 1.25473, "time": 0.22683} +{"mode": "train", "epoch": 18, "iter": 1700, "lr": 0.02415, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77875, "top5_acc": 0.9625, "loss_cls": 1.22664, "loss": 1.22664, "time": 0.22618} +{"mode": "train", "epoch": 18, "iter": 1800, "lr": 0.02415, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7775, "top5_acc": 0.965, "loss_cls": 1.21556, "loss": 1.21556, "time": 0.22634} +{"mode": "train", "epoch": 18, "iter": 1900, "lr": 0.02415, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75938, "top5_acc": 0.9575, "loss_cls": 1.32718, "loss": 1.32718, "time": 0.22659} +{"mode": "train", "epoch": 18, "iter": 2000, "lr": 0.02414, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.75875, "top5_acc": 0.95938, "loss_cls": 1.28625, "loss": 1.28625, "time": 0.22772} +{"mode": "train", "epoch": 18, "iter": 2100, "lr": 0.02414, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80438, "top5_acc": 0.96438, "loss_cls": 1.10653, "loss": 1.10653, "time": 0.22733} +{"mode": "train", "epoch": 18, "iter": 2200, "lr": 0.02413, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77, "top5_acc": 0.95938, "loss_cls": 1.21988, "loss": 1.21988, "time": 0.22723} +{"mode": "train", "epoch": 18, "iter": 2300, "lr": 0.02413, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.75875, "top5_acc": 0.96188, "loss_cls": 1.29894, "loss": 1.29894, "time": 0.22774} +{"mode": "train", "epoch": 18, "iter": 2400, "lr": 0.02413, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.77688, "top5_acc": 0.95625, "loss_cls": 1.28983, "loss": 1.28983, "time": 0.22677} +{"mode": "train", "epoch": 18, "iter": 2500, "lr": 0.02412, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.73625, "top5_acc": 0.9575, "loss_cls": 1.42379, "loss": 1.42379, "time": 0.22583} +{"mode": "val", "epoch": 18, "iter": 1031, "lr": 0.02412, "top1_acc": 0.696, "top5_acc": 0.94098} +{"mode": "train", "epoch": 19, "iter": 100, "lr": 0.02412, "memory": 6499, "data_time": 0.18463, "top1_acc": 0.77875, "top5_acc": 0.97125, "loss_cls": 1.19206, "loss": 1.19206, "time": 0.41055} +{"mode": "train", "epoch": 19, "iter": 200, "lr": 0.02411, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.78312, "top5_acc": 0.96938, "loss_cls": 1.18314, "loss": 1.18314, "time": 0.22652} +{"mode": "train", "epoch": 19, "iter": 300, "lr": 0.02411, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77062, "top5_acc": 0.96688, "loss_cls": 1.22233, "loss": 1.22233, "time": 0.22598} +{"mode": "train", "epoch": 19, "iter": 400, "lr": 0.02411, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76625, "top5_acc": 0.95812, "loss_cls": 1.24915, "loss": 1.24915, "time": 0.22806} +{"mode": "train", "epoch": 19, "iter": 500, "lr": 0.0241, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.77062, "top5_acc": 0.96125, "loss_cls": 1.25436, "loss": 1.25436, "time": 0.22613} +{"mode": "train", "epoch": 19, "iter": 600, "lr": 0.0241, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.76688, "top5_acc": 0.96, "loss_cls": 1.29035, "loss": 1.29035, "time": 0.2266} +{"mode": "train", "epoch": 19, "iter": 700, "lr": 0.0241, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77875, "top5_acc": 0.96312, "loss_cls": 1.2054, "loss": 1.2054, "time": 0.22717} +{"mode": "train", "epoch": 19, "iter": 800, "lr": 0.02409, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77625, "top5_acc": 0.96188, "loss_cls": 1.21317, "loss": 1.21317, "time": 0.2267} +{"mode": "train", "epoch": 19, "iter": 900, "lr": 0.02409, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77875, "top5_acc": 0.96812, "loss_cls": 1.18772, "loss": 1.18772, "time": 0.22496} +{"mode": "train", "epoch": 19, "iter": 1000, "lr": 0.02408, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77625, "top5_acc": 0.96438, "loss_cls": 1.24607, "loss": 1.24607, "time": 0.22669} +{"mode": "train", "epoch": 19, "iter": 1100, "lr": 0.02408, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.76312, "top5_acc": 0.96688, "loss_cls": 1.24913, "loss": 1.24913, "time": 0.2272} +{"mode": "train", "epoch": 19, "iter": 1200, "lr": 0.02408, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76688, "top5_acc": 0.96438, "loss_cls": 1.24788, "loss": 1.24788, "time": 0.22757} +{"mode": "train", "epoch": 19, "iter": 1300, "lr": 0.02407, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.75625, "top5_acc": 0.96438, "loss_cls": 1.24976, "loss": 1.24976, "time": 0.22707} +{"mode": "train", "epoch": 19, "iter": 1400, "lr": 0.02407, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.785, "top5_acc": 0.97, "loss_cls": 1.17306, "loss": 1.17306, "time": 0.22676} +{"mode": "train", "epoch": 19, "iter": 1500, "lr": 0.02406, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78188, "top5_acc": 0.96188, "loss_cls": 1.2044, "loss": 1.2044, "time": 0.22574} +{"mode": "train", "epoch": 19, "iter": 1600, "lr": 0.02406, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76312, "top5_acc": 0.96438, "loss_cls": 1.27546, "loss": 1.27546, "time": 0.22756} +{"mode": "train", "epoch": 19, "iter": 1700, "lr": 0.02406, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75625, "top5_acc": 0.96, "loss_cls": 1.27093, "loss": 1.27093, "time": 0.22642} +{"mode": "train", "epoch": 19, "iter": 1800, "lr": 0.02405, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.75938, "top5_acc": 0.9575, "loss_cls": 1.3035, "loss": 1.3035, "time": 0.22766} +{"mode": "train", "epoch": 19, "iter": 1900, "lr": 0.02405, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.79188, "top5_acc": 0.97062, "loss_cls": 1.12507, "loss": 1.12507, "time": 0.22687} +{"mode": "train", "epoch": 19, "iter": 2000, "lr": 0.02404, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.78375, "top5_acc": 0.96438, "loss_cls": 1.20433, "loss": 1.20433, "time": 0.22667} +{"mode": "train", "epoch": 19, "iter": 2100, "lr": 0.02404, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75312, "top5_acc": 0.95875, "loss_cls": 1.30903, "loss": 1.30903, "time": 0.22639} +{"mode": "train", "epoch": 19, "iter": 2200, "lr": 0.02404, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.77938, "top5_acc": 0.97562, "loss_cls": 1.15758, "loss": 1.15758, "time": 0.22727} +{"mode": "train", "epoch": 19, "iter": 2300, "lr": 0.02403, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76438, "top5_acc": 0.95812, "loss_cls": 1.26147, "loss": 1.26147, "time": 0.22708} +{"mode": "train", "epoch": 19, "iter": 2400, "lr": 0.02403, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77938, "top5_acc": 0.96688, "loss_cls": 1.16877, "loss": 1.16877, "time": 0.22562} +{"mode": "train", "epoch": 19, "iter": 2500, "lr": 0.02402, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77688, "top5_acc": 0.96375, "loss_cls": 1.20296, "loss": 1.20296, "time": 0.22592} +{"mode": "val", "epoch": 19, "iter": 1031, "lr": 0.02402, "top1_acc": 0.43501, "top5_acc": 0.77182} +{"mode": "train", "epoch": 20, "iter": 100, "lr": 0.02402, "memory": 6499, "data_time": 0.186, "top1_acc": 0.8, "top5_acc": 0.96812, "loss_cls": 1.165, "loss": 1.165, "time": 0.4125} +{"mode": "train", "epoch": 20, "iter": 200, "lr": 0.02402, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.76438, "top5_acc": 0.96625, "loss_cls": 1.21347, "loss": 1.21347, "time": 0.22529} +{"mode": "train", "epoch": 20, "iter": 300, "lr": 0.02401, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7775, "top5_acc": 0.96812, "loss_cls": 1.17484, "loss": 1.17484, "time": 0.22664} +{"mode": "train", "epoch": 20, "iter": 400, "lr": 0.02401, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77312, "top5_acc": 0.97, "loss_cls": 1.1774, "loss": 1.1774, "time": 0.22542} +{"mode": "train", "epoch": 20, "iter": 500, "lr": 0.024, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78188, "top5_acc": 0.9625, "loss_cls": 1.18465, "loss": 1.18465, "time": 0.22512} +{"mode": "train", "epoch": 20, "iter": 600, "lr": 0.024, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76312, "top5_acc": 0.9675, "loss_cls": 1.22395, "loss": 1.22395, "time": 0.22582} +{"mode": "train", "epoch": 20, "iter": 700, "lr": 0.02399, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76062, "top5_acc": 0.96375, "loss_cls": 1.25922, "loss": 1.25922, "time": 0.22592} +{"mode": "train", "epoch": 20, "iter": 800, "lr": 0.02399, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.765, "top5_acc": 0.96125, "loss_cls": 1.24622, "loss": 1.24622, "time": 0.22644} +{"mode": "train", "epoch": 20, "iter": 900, "lr": 0.02399, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77062, "top5_acc": 0.965, "loss_cls": 1.21679, "loss": 1.21679, "time": 0.2268} +{"mode": "train", "epoch": 20, "iter": 1000, "lr": 0.02398, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.785, "top5_acc": 0.96375, "loss_cls": 1.1901, "loss": 1.1901, "time": 0.227} +{"mode": "train", "epoch": 20, "iter": 1100, "lr": 0.02398, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77438, "top5_acc": 0.96438, "loss_cls": 1.22435, "loss": 1.22435, "time": 0.22703} +{"mode": "train", "epoch": 20, "iter": 1200, "lr": 0.02397, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78625, "top5_acc": 0.96562, "loss_cls": 1.17536, "loss": 1.17536, "time": 0.22616} +{"mode": "train", "epoch": 20, "iter": 1300, "lr": 0.02397, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77562, "top5_acc": 0.96062, "loss_cls": 1.21813, "loss": 1.21813, "time": 0.22626} +{"mode": "train", "epoch": 20, "iter": 1400, "lr": 0.02397, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78062, "top5_acc": 0.96875, "loss_cls": 1.14768, "loss": 1.14768, "time": 0.2262} +{"mode": "train", "epoch": 20, "iter": 1500, "lr": 0.02396, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.755, "top5_acc": 0.96188, "loss_cls": 1.27525, "loss": 1.27525, "time": 0.2268} +{"mode": "train", "epoch": 20, "iter": 1600, "lr": 0.02396, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.77812, "top5_acc": 0.95875, "loss_cls": 1.2735, "loss": 1.2735, "time": 0.22576} +{"mode": "train", "epoch": 20, "iter": 1700, "lr": 0.02395, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.76438, "top5_acc": 0.96062, "loss_cls": 1.21524, "loss": 1.21524, "time": 0.22703} +{"mode": "train", "epoch": 20, "iter": 1800, "lr": 0.02395, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79, "top5_acc": 0.95875, "loss_cls": 1.17936, "loss": 1.17936, "time": 0.22573} +{"mode": "train", "epoch": 20, "iter": 1900, "lr": 0.02394, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78438, "top5_acc": 0.9625, "loss_cls": 1.16745, "loss": 1.16745, "time": 0.22582} +{"mode": "train", "epoch": 20, "iter": 2000, "lr": 0.02394, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.78875, "top5_acc": 0.96438, "loss_cls": 1.13468, "loss": 1.13468, "time": 0.22767} +{"mode": "train", "epoch": 20, "iter": 2100, "lr": 0.02394, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.755, "top5_acc": 0.96375, "loss_cls": 1.25057, "loss": 1.25057, "time": 0.22632} +{"mode": "train", "epoch": 20, "iter": 2200, "lr": 0.02393, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78, "top5_acc": 0.96188, "loss_cls": 1.18604, "loss": 1.18604, "time": 0.22611} +{"mode": "train", "epoch": 20, "iter": 2300, "lr": 0.02393, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79062, "top5_acc": 0.95812, "loss_cls": 1.23787, "loss": 1.23787, "time": 0.22694} +{"mode": "train", "epoch": 20, "iter": 2400, "lr": 0.02392, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76938, "top5_acc": 0.9575, "loss_cls": 1.23656, "loss": 1.23656, "time": 0.22631} +{"mode": "train", "epoch": 20, "iter": 2500, "lr": 0.02392, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7625, "top5_acc": 0.965, "loss_cls": 1.26986, "loss": 1.26986, "time": 0.2272} +{"mode": "val", "epoch": 20, "iter": 1031, "lr": 0.02392, "top1_acc": 0.73901, "top5_acc": 0.95166} +{"mode": "train", "epoch": 21, "iter": 100, "lr": 0.02392, "memory": 6499, "data_time": 0.18724, "top1_acc": 0.79, "top5_acc": 0.96875, "loss_cls": 1.11961, "loss": 1.11961, "time": 0.41411} +{"mode": "train", "epoch": 21, "iter": 200, "lr": 0.02391, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77312, "top5_acc": 0.97125, "loss_cls": 1.19159, "loss": 1.19159, "time": 0.22601} +{"mode": "train", "epoch": 21, "iter": 300, "lr": 0.02391, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7575, "top5_acc": 0.965, "loss_cls": 1.23704, "loss": 1.23704, "time": 0.22547} +{"mode": "train", "epoch": 21, "iter": 400, "lr": 0.0239, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78688, "top5_acc": 0.96125, "loss_cls": 1.16628, "loss": 1.16628, "time": 0.22545} +{"mode": "train", "epoch": 21, "iter": 500, "lr": 0.0239, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78438, "top5_acc": 0.9625, "loss_cls": 1.20667, "loss": 1.20667, "time": 0.2271} +{"mode": "train", "epoch": 21, "iter": 600, "lr": 0.02389, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.78438, "top5_acc": 0.9675, "loss_cls": 1.18597, "loss": 1.18597, "time": 0.22628} +{"mode": "train", "epoch": 21, "iter": 700, "lr": 0.02389, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79125, "top5_acc": 0.97188, "loss_cls": 1.14149, "loss": 1.14149, "time": 0.22717} +{"mode": "train", "epoch": 21, "iter": 800, "lr": 0.02389, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.8075, "top5_acc": 0.97188, "loss_cls": 1.08206, "loss": 1.08206, "time": 0.22742} +{"mode": "train", "epoch": 21, "iter": 900, "lr": 0.02388, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76875, "top5_acc": 0.96562, "loss_cls": 1.19459, "loss": 1.19459, "time": 0.22642} +{"mode": "train", "epoch": 21, "iter": 1000, "lr": 0.02388, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.785, "top5_acc": 0.96625, "loss_cls": 1.1517, "loss": 1.1517, "time": 0.22525} +{"mode": "train", "epoch": 21, "iter": 1100, "lr": 0.02387, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7875, "top5_acc": 0.97188, "loss_cls": 1.12228, "loss": 1.12228, "time": 0.22739} +{"mode": "train", "epoch": 21, "iter": 1200, "lr": 0.02387, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80688, "top5_acc": 0.97375, "loss_cls": 1.09113, "loss": 1.09113, "time": 0.22633} +{"mode": "train", "epoch": 21, "iter": 1300, "lr": 0.02386, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77, "top5_acc": 0.95875, "loss_cls": 1.20587, "loss": 1.20587, "time": 0.22734} +{"mode": "train", "epoch": 21, "iter": 1400, "lr": 0.02386, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.77812, "top5_acc": 0.97062, "loss_cls": 1.14082, "loss": 1.14082, "time": 0.22728} +{"mode": "train", "epoch": 21, "iter": 1500, "lr": 0.02385, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.7825, "top5_acc": 0.96875, "loss_cls": 1.14697, "loss": 1.14697, "time": 0.22744} +{"mode": "train", "epoch": 21, "iter": 1600, "lr": 0.02385, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.765, "top5_acc": 0.95938, "loss_cls": 1.22839, "loss": 1.22839, "time": 0.22796} +{"mode": "train", "epoch": 21, "iter": 1700, "lr": 0.02385, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.76375, "top5_acc": 0.96562, "loss_cls": 1.25126, "loss": 1.25126, "time": 0.22756} +{"mode": "train", "epoch": 21, "iter": 1800, "lr": 0.02384, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.76, "top5_acc": 0.95625, "loss_cls": 1.28804, "loss": 1.28804, "time": 0.2262} +{"mode": "train", "epoch": 21, "iter": 1900, "lr": 0.02384, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76188, "top5_acc": 0.97, "loss_cls": 1.21169, "loss": 1.21169, "time": 0.22577} +{"mode": "train", "epoch": 21, "iter": 2000, "lr": 0.02383, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7675, "top5_acc": 0.96562, "loss_cls": 1.23684, "loss": 1.23684, "time": 0.22679} +{"mode": "train", "epoch": 21, "iter": 2100, "lr": 0.02383, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.73938, "top5_acc": 0.96188, "loss_cls": 1.32548, "loss": 1.32548, "time": 0.22669} +{"mode": "train", "epoch": 21, "iter": 2200, "lr": 0.02382, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.79, "top5_acc": 0.96375, "loss_cls": 1.20643, "loss": 1.20643, "time": 0.22668} +{"mode": "train", "epoch": 21, "iter": 2300, "lr": 0.02382, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75562, "top5_acc": 0.96, "loss_cls": 1.25598, "loss": 1.25598, "time": 0.2261} +{"mode": "train", "epoch": 21, "iter": 2400, "lr": 0.02382, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79938, "top5_acc": 0.97188, "loss_cls": 1.09095, "loss": 1.09095, "time": 0.22618} +{"mode": "train", "epoch": 21, "iter": 2500, "lr": 0.02381, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.75938, "top5_acc": 0.96312, "loss_cls": 1.23253, "loss": 1.23253, "time": 0.226} +{"mode": "val", "epoch": 21, "iter": 1031, "lr": 0.02381, "top1_acc": 0.65809, "top5_acc": 0.92164} +{"mode": "train", "epoch": 22, "iter": 100, "lr": 0.02381, "memory": 6499, "data_time": 0.17914, "top1_acc": 0.8075, "top5_acc": 0.97188, "loss_cls": 1.02225, "loss": 1.02225, "time": 0.40494} +{"mode": "train", "epoch": 22, "iter": 200, "lr": 0.0238, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.76875, "top5_acc": 0.96625, "loss_cls": 1.17957, "loss": 1.17957, "time": 0.22628} +{"mode": "train", "epoch": 22, "iter": 300, "lr": 0.0238, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77812, "top5_acc": 0.96125, "loss_cls": 1.20431, "loss": 1.20431, "time": 0.22582} +{"mode": "train", "epoch": 22, "iter": 400, "lr": 0.02379, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78375, "top5_acc": 0.96, "loss_cls": 1.19608, "loss": 1.19608, "time": 0.22532} +{"mode": "train", "epoch": 22, "iter": 500, "lr": 0.02379, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79438, "top5_acc": 0.97, "loss_cls": 1.12485, "loss": 1.12485, "time": 0.22627} +{"mode": "train", "epoch": 22, "iter": 600, "lr": 0.02378, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77812, "top5_acc": 0.96625, "loss_cls": 1.18395, "loss": 1.18395, "time": 0.22666} +{"mode": "train", "epoch": 22, "iter": 700, "lr": 0.02378, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78375, "top5_acc": 0.96438, "loss_cls": 1.15413, "loss": 1.15413, "time": 0.22614} +{"mode": "train", "epoch": 22, "iter": 800, "lr": 0.02377, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77438, "top5_acc": 0.96625, "loss_cls": 1.19093, "loss": 1.19093, "time": 0.22691} +{"mode": "train", "epoch": 22, "iter": 900, "lr": 0.02377, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78688, "top5_acc": 0.95438, "loss_cls": 1.20677, "loss": 1.20677, "time": 0.22652} +{"mode": "train", "epoch": 22, "iter": 1000, "lr": 0.02377, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78125, "top5_acc": 0.9625, "loss_cls": 1.19083, "loss": 1.19083, "time": 0.22594} +{"mode": "train", "epoch": 22, "iter": 1100, "lr": 0.02376, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77812, "top5_acc": 0.97125, "loss_cls": 1.17719, "loss": 1.17719, "time": 0.2258} +{"mode": "train", "epoch": 22, "iter": 1200, "lr": 0.02376, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78625, "top5_acc": 0.96812, "loss_cls": 1.19315, "loss": 1.19315, "time": 0.22825} +{"mode": "train", "epoch": 22, "iter": 1300, "lr": 0.02375, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77938, "top5_acc": 0.95812, "loss_cls": 1.22524, "loss": 1.22524, "time": 0.22682} +{"mode": "train", "epoch": 22, "iter": 1400, "lr": 0.02375, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.76562, "top5_acc": 0.95625, "loss_cls": 1.27374, "loss": 1.27374, "time": 0.22765} +{"mode": "train", "epoch": 22, "iter": 1500, "lr": 0.02374, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78312, "top5_acc": 0.9675, "loss_cls": 1.19566, "loss": 1.19566, "time": 0.22642} +{"mode": "train", "epoch": 22, "iter": 1600, "lr": 0.02374, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7975, "top5_acc": 0.96938, "loss_cls": 1.11334, "loss": 1.11334, "time": 0.2275} +{"mode": "train", "epoch": 22, "iter": 1700, "lr": 0.02373, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7825, "top5_acc": 0.96625, "loss_cls": 1.21282, "loss": 1.21282, "time": 0.22699} +{"mode": "train", "epoch": 22, "iter": 1800, "lr": 0.02373, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79125, "top5_acc": 0.96812, "loss_cls": 1.12734, "loss": 1.12734, "time": 0.22572} +{"mode": "train", "epoch": 22, "iter": 1900, "lr": 0.02372, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.77562, "top5_acc": 0.95938, "loss_cls": 1.23372, "loss": 1.23372, "time": 0.2261} +{"mode": "train", "epoch": 22, "iter": 2000, "lr": 0.02372, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77188, "top5_acc": 0.96812, "loss_cls": 1.18811, "loss": 1.18811, "time": 0.22739} +{"mode": "train", "epoch": 22, "iter": 2100, "lr": 0.02372, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78938, "top5_acc": 0.97312, "loss_cls": 1.12591, "loss": 1.12591, "time": 0.22759} +{"mode": "train", "epoch": 22, "iter": 2200, "lr": 0.02371, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78625, "top5_acc": 0.9625, "loss_cls": 1.12082, "loss": 1.12082, "time": 0.2264} +{"mode": "train", "epoch": 22, "iter": 2300, "lr": 0.02371, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77438, "top5_acc": 0.96125, "loss_cls": 1.19187, "loss": 1.19187, "time": 0.22627} +{"mode": "train", "epoch": 22, "iter": 2400, "lr": 0.0237, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77812, "top5_acc": 0.96375, "loss_cls": 1.21405, "loss": 1.21405, "time": 0.22669} +{"mode": "train", "epoch": 22, "iter": 2500, "lr": 0.0237, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7975, "top5_acc": 0.96, "loss_cls": 1.1897, "loss": 1.1897, "time": 0.22644} +{"mode": "val", "epoch": 22, "iter": 1031, "lr": 0.0237, "top1_acc": 0.73846, "top5_acc": 0.9439} +{"mode": "train", "epoch": 23, "iter": 100, "lr": 0.02369, "memory": 6499, "data_time": 0.18432, "top1_acc": 0.78125, "top5_acc": 0.965, "loss_cls": 1.16964, "loss": 1.16964, "time": 0.40995} +{"mode": "train", "epoch": 23, "iter": 200, "lr": 0.02369, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77375, "top5_acc": 0.96312, "loss_cls": 1.17124, "loss": 1.17124, "time": 0.22651} +{"mode": "train", "epoch": 23, "iter": 300, "lr": 0.02368, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8025, "top5_acc": 0.9725, "loss_cls": 1.11514, "loss": 1.11514, "time": 0.22679} +{"mode": "train", "epoch": 23, "iter": 400, "lr": 0.02368, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79812, "top5_acc": 0.98062, "loss_cls": 1.0472, "loss": 1.0472, "time": 0.22682} +{"mode": "train", "epoch": 23, "iter": 500, "lr": 0.02367, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.78938, "top5_acc": 0.97062, "loss_cls": 1.1491, "loss": 1.1491, "time": 0.2264} +{"mode": "train", "epoch": 23, "iter": 600, "lr": 0.02367, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77312, "top5_acc": 0.9675, "loss_cls": 1.18909, "loss": 1.18909, "time": 0.22594} +{"mode": "train", "epoch": 23, "iter": 700, "lr": 0.02366, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.7925, "top5_acc": 0.9675, "loss_cls": 1.12522, "loss": 1.12522, "time": 0.2279} +{"mode": "train", "epoch": 23, "iter": 800, "lr": 0.02366, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.76938, "top5_acc": 0.96, "loss_cls": 1.22132, "loss": 1.22132, "time": 0.22827} +{"mode": "train", "epoch": 23, "iter": 900, "lr": 0.02365, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.78375, "top5_acc": 0.96938, "loss_cls": 1.13565, "loss": 1.13565, "time": 0.22658} +{"mode": "train", "epoch": 23, "iter": 1000, "lr": 0.02365, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79875, "top5_acc": 0.96625, "loss_cls": 1.13737, "loss": 1.13737, "time": 0.22667} +{"mode": "train", "epoch": 23, "iter": 1100, "lr": 0.02364, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.77812, "top5_acc": 0.97062, "loss_cls": 1.1958, "loss": 1.1958, "time": 0.22769} +{"mode": "train", "epoch": 23, "iter": 1200, "lr": 0.02364, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.75625, "top5_acc": 0.9625, "loss_cls": 1.23786, "loss": 1.23786, "time": 0.22703} +{"mode": "train", "epoch": 23, "iter": 1300, "lr": 0.02364, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78562, "top5_acc": 0.9625, "loss_cls": 1.20695, "loss": 1.20695, "time": 0.2267} +{"mode": "train", "epoch": 23, "iter": 1400, "lr": 0.02363, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79375, "top5_acc": 0.9675, "loss_cls": 1.13565, "loss": 1.13565, "time": 0.22611} +{"mode": "train", "epoch": 23, "iter": 1500, "lr": 0.02363, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77312, "top5_acc": 0.9725, "loss_cls": 1.15626, "loss": 1.15626, "time": 0.22746} +{"mode": "train", "epoch": 23, "iter": 1600, "lr": 0.02362, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.78812, "top5_acc": 0.96688, "loss_cls": 1.179, "loss": 1.179, "time": 0.22701} +{"mode": "train", "epoch": 23, "iter": 1700, "lr": 0.02362, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.76562, "top5_acc": 0.96375, "loss_cls": 1.28233, "loss": 1.28233, "time": 0.22819} +{"mode": "train", "epoch": 23, "iter": 1800, "lr": 0.02361, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77938, "top5_acc": 0.97188, "loss_cls": 1.14927, "loss": 1.14927, "time": 0.22694} +{"mode": "train", "epoch": 23, "iter": 1900, "lr": 0.02361, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.7625, "top5_acc": 0.9675, "loss_cls": 1.22608, "loss": 1.22608, "time": 0.22618} +{"mode": "train", "epoch": 23, "iter": 2000, "lr": 0.0236, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.7875, "top5_acc": 0.96312, "loss_cls": 1.16855, "loss": 1.16855, "time": 0.22601} +{"mode": "train", "epoch": 23, "iter": 2100, "lr": 0.0236, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76125, "top5_acc": 0.96375, "loss_cls": 1.23269, "loss": 1.23269, "time": 0.22712} +{"mode": "train", "epoch": 23, "iter": 2200, "lr": 0.02359, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7875, "top5_acc": 0.96438, "loss_cls": 1.1416, "loss": 1.1416, "time": 0.22741} +{"mode": "train", "epoch": 23, "iter": 2300, "lr": 0.02359, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78375, "top5_acc": 0.96938, "loss_cls": 1.16171, "loss": 1.16171, "time": 0.22712} +{"mode": "train", "epoch": 23, "iter": 2400, "lr": 0.02358, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7875, "top5_acc": 0.9625, "loss_cls": 1.12938, "loss": 1.12938, "time": 0.22666} +{"mode": "train", "epoch": 23, "iter": 2500, "lr": 0.02358, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77625, "top5_acc": 0.97, "loss_cls": 1.1794, "loss": 1.1794, "time": 0.22621} +{"mode": "val", "epoch": 23, "iter": 1031, "lr": 0.02358, "top1_acc": 0.66088, "top5_acc": 0.91551} +{"mode": "train", "epoch": 24, "iter": 100, "lr": 0.02357, "memory": 6499, "data_time": 0.1863, "top1_acc": 0.79062, "top5_acc": 0.96625, "loss_cls": 1.13545, "loss": 1.13545, "time": 0.41287} +{"mode": "train", "epoch": 24, "iter": 200, "lr": 0.02357, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.78938, "top5_acc": 0.96438, "loss_cls": 1.12764, "loss": 1.12764, "time": 0.22804} +{"mode": "train", "epoch": 24, "iter": 300, "lr": 0.02356, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76312, "top5_acc": 0.96312, "loss_cls": 1.22611, "loss": 1.22611, "time": 0.22738} +{"mode": "train", "epoch": 24, "iter": 400, "lr": 0.02356, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77688, "top5_acc": 0.96688, "loss_cls": 1.1613, "loss": 1.1613, "time": 0.22598} +{"mode": "train", "epoch": 24, "iter": 500, "lr": 0.02355, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.7825, "top5_acc": 0.9725, "loss_cls": 1.15287, "loss": 1.15287, "time": 0.22588} +{"mode": "train", "epoch": 24, "iter": 600, "lr": 0.02355, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79062, "top5_acc": 0.96125, "loss_cls": 1.1613, "loss": 1.1613, "time": 0.22702} +{"mode": "train", "epoch": 24, "iter": 700, "lr": 0.02354, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.7775, "top5_acc": 0.96188, "loss_cls": 1.17295, "loss": 1.17295, "time": 0.22621} +{"mode": "train", "epoch": 24, "iter": 800, "lr": 0.02354, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.78875, "top5_acc": 0.97188, "loss_cls": 1.14619, "loss": 1.14619, "time": 0.22727} +{"mode": "train", "epoch": 24, "iter": 900, "lr": 0.02353, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78875, "top5_acc": 0.96812, "loss_cls": 1.11472, "loss": 1.11472, "time": 0.22615} +{"mode": "train", "epoch": 24, "iter": 1000, "lr": 0.02353, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.785, "top5_acc": 0.97062, "loss_cls": 1.14819, "loss": 1.14819, "time": 0.22674} +{"mode": "train", "epoch": 24, "iter": 1100, "lr": 0.02352, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7975, "top5_acc": 0.9625, "loss_cls": 1.1009, "loss": 1.1009, "time": 0.2266} +{"mode": "train", "epoch": 24, "iter": 1200, "lr": 0.02352, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.78188, "top5_acc": 0.97062, "loss_cls": 1.11921, "loss": 1.11921, "time": 0.22782} +{"mode": "train", "epoch": 24, "iter": 1300, "lr": 0.02351, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.80875, "top5_acc": 0.97875, "loss_cls": 1.06573, "loss": 1.06573, "time": 0.22728} +{"mode": "train", "epoch": 24, "iter": 1400, "lr": 0.02351, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77688, "top5_acc": 0.96938, "loss_cls": 1.17321, "loss": 1.17321, "time": 0.22677} +{"mode": "train", "epoch": 24, "iter": 1500, "lr": 0.0235, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77188, "top5_acc": 0.97062, "loss_cls": 1.19163, "loss": 1.19163, "time": 0.22646} +{"mode": "train", "epoch": 24, "iter": 1600, "lr": 0.0235, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77312, "top5_acc": 0.96562, "loss_cls": 1.19766, "loss": 1.19766, "time": 0.22604} +{"mode": "train", "epoch": 24, "iter": 1700, "lr": 0.02349, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78125, "top5_acc": 0.965, "loss_cls": 1.14299, "loss": 1.14299, "time": 0.22779} +{"mode": "train", "epoch": 24, "iter": 1800, "lr": 0.02349, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79188, "top5_acc": 0.97125, "loss_cls": 1.10304, "loss": 1.10304, "time": 0.22686} +{"mode": "train", "epoch": 24, "iter": 1900, "lr": 0.02348, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7725, "top5_acc": 0.96062, "loss_cls": 1.17431, "loss": 1.17431, "time": 0.22671} +{"mode": "train", "epoch": 24, "iter": 2000, "lr": 0.02348, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7725, "top5_acc": 0.96938, "loss_cls": 1.17038, "loss": 1.17038, "time": 0.2269} +{"mode": "train", "epoch": 24, "iter": 2100, "lr": 0.02347, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.76875, "top5_acc": 0.95875, "loss_cls": 1.28306, "loss": 1.28306, "time": 0.22583} +{"mode": "train", "epoch": 24, "iter": 2200, "lr": 0.02347, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78438, "top5_acc": 0.96562, "loss_cls": 1.11526, "loss": 1.11526, "time": 0.22639} +{"mode": "train", "epoch": 24, "iter": 2300, "lr": 0.02346, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7775, "top5_acc": 0.97062, "loss_cls": 1.18597, "loss": 1.18597, "time": 0.22639} +{"mode": "train", "epoch": 24, "iter": 2400, "lr": 0.02346, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78312, "top5_acc": 0.97562, "loss_cls": 1.15097, "loss": 1.15097, "time": 0.22556} +{"mode": "train", "epoch": 24, "iter": 2500, "lr": 0.02345, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.76875, "top5_acc": 0.96375, "loss_cls": 1.21184, "loss": 1.21184, "time": 0.22615} +{"mode": "val", "epoch": 24, "iter": 1031, "lr": 0.02345, "top1_acc": 0.6456, "top5_acc": 0.90702} +{"mode": "train", "epoch": 25, "iter": 100, "lr": 0.02345, "memory": 6499, "data_time": 0.18218, "top1_acc": 0.79875, "top5_acc": 0.97, "loss_cls": 1.12249, "loss": 1.12249, "time": 0.40959} +{"mode": "train", "epoch": 25, "iter": 200, "lr": 0.02344, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.805, "top5_acc": 0.96938, "loss_cls": 1.05598, "loss": 1.05598, "time": 0.2266} +{"mode": "train", "epoch": 25, "iter": 300, "lr": 0.02344, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.78125, "top5_acc": 0.96625, "loss_cls": 1.15933, "loss": 1.15933, "time": 0.22721} +{"mode": "train", "epoch": 25, "iter": 400, "lr": 0.02343, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79562, "top5_acc": 0.97125, "loss_cls": 1.08943, "loss": 1.08943, "time": 0.22637} +{"mode": "train", "epoch": 25, "iter": 500, "lr": 0.02343, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77875, "top5_acc": 0.97, "loss_cls": 1.14697, "loss": 1.14697, "time": 0.22775} +{"mode": "train", "epoch": 25, "iter": 600, "lr": 0.02342, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.7775, "top5_acc": 0.96688, "loss_cls": 1.19074, "loss": 1.19074, "time": 0.22584} +{"mode": "train", "epoch": 25, "iter": 700, "lr": 0.02342, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.7875, "top5_acc": 0.9725, "loss_cls": 1.07619, "loss": 1.07619, "time": 0.22709} +{"mode": "train", "epoch": 25, "iter": 800, "lr": 0.02341, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.77188, "top5_acc": 0.965, "loss_cls": 1.14019, "loss": 1.14019, "time": 0.22619} +{"mode": "train", "epoch": 25, "iter": 900, "lr": 0.02341, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77812, "top5_acc": 0.96438, "loss_cls": 1.19193, "loss": 1.19193, "time": 0.22708} +{"mode": "train", "epoch": 25, "iter": 1000, "lr": 0.0234, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7825, "top5_acc": 0.96125, "loss_cls": 1.20292, "loss": 1.20292, "time": 0.22585} +{"mode": "train", "epoch": 25, "iter": 1100, "lr": 0.0234, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.79125, "top5_acc": 0.96625, "loss_cls": 1.14414, "loss": 1.14414, "time": 0.22778} +{"mode": "train", "epoch": 25, "iter": 1200, "lr": 0.02339, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80312, "top5_acc": 0.9675, "loss_cls": 1.11528, "loss": 1.11528, "time": 0.22718} +{"mode": "train", "epoch": 25, "iter": 1300, "lr": 0.02339, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79312, "top5_acc": 0.965, "loss_cls": 1.13478, "loss": 1.13478, "time": 0.2263} +{"mode": "train", "epoch": 25, "iter": 1400, "lr": 0.02338, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77562, "top5_acc": 0.96188, "loss_cls": 1.19036, "loss": 1.19036, "time": 0.22615} +{"mode": "train", "epoch": 25, "iter": 1500, "lr": 0.02338, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77188, "top5_acc": 0.96188, "loss_cls": 1.22409, "loss": 1.22409, "time": 0.22688} +{"mode": "train", "epoch": 25, "iter": 1600, "lr": 0.02337, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.78375, "top5_acc": 0.96562, "loss_cls": 1.2079, "loss": 1.2079, "time": 0.2262} +{"mode": "train", "epoch": 25, "iter": 1700, "lr": 0.02337, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78875, "top5_acc": 0.96812, "loss_cls": 1.16514, "loss": 1.16514, "time": 0.22609} +{"mode": "train", "epoch": 25, "iter": 1800, "lr": 0.02336, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80688, "top5_acc": 0.97188, "loss_cls": 1.06886, "loss": 1.06886, "time": 0.2256} +{"mode": "train", "epoch": 25, "iter": 1900, "lr": 0.02336, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81312, "top5_acc": 0.97625, "loss_cls": 1.07711, "loss": 1.07711, "time": 0.22609} +{"mode": "train", "epoch": 25, "iter": 2000, "lr": 0.02335, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78875, "top5_acc": 0.95875, "loss_cls": 1.13669, "loss": 1.13669, "time": 0.22742} +{"mode": "train", "epoch": 25, "iter": 2100, "lr": 0.02335, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.77, "top5_acc": 0.96438, "loss_cls": 1.19846, "loss": 1.19846, "time": 0.22686} +{"mode": "train", "epoch": 25, "iter": 2200, "lr": 0.02334, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77938, "top5_acc": 0.96812, "loss_cls": 1.14548, "loss": 1.14548, "time": 0.22584} +{"mode": "train", "epoch": 25, "iter": 2300, "lr": 0.02334, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.785, "top5_acc": 0.97562, "loss_cls": 1.10597, "loss": 1.10597, "time": 0.22653} +{"mode": "train", "epoch": 25, "iter": 2400, "lr": 0.02333, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79, "top5_acc": 0.95875, "loss_cls": 1.16, "loss": 1.16, "time": 0.22683} +{"mode": "train", "epoch": 25, "iter": 2500, "lr": 0.02333, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78938, "top5_acc": 0.96812, "loss_cls": 1.102, "loss": 1.102, "time": 0.22638} +{"mode": "val", "epoch": 25, "iter": 1031, "lr": 0.02333, "top1_acc": 0.71262, "top5_acc": 0.94171} +{"mode": "train", "epoch": 26, "iter": 100, "lr": 0.02332, "memory": 6499, "data_time": 0.18655, "top1_acc": 0.79438, "top5_acc": 0.96875, "loss_cls": 1.11669, "loss": 1.11669, "time": 0.41259} +{"mode": "train", "epoch": 26, "iter": 200, "lr": 0.02331, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80875, "top5_acc": 0.96625, "loss_cls": 1.0405, "loss": 1.0405, "time": 0.22741} +{"mode": "train", "epoch": 26, "iter": 300, "lr": 0.02331, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7825, "top5_acc": 0.975, "loss_cls": 1.08369, "loss": 1.08369, "time": 0.22703} +{"mode": "train", "epoch": 26, "iter": 400, "lr": 0.0233, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.77375, "top5_acc": 0.96875, "loss_cls": 1.1723, "loss": 1.1723, "time": 0.22747} +{"mode": "train", "epoch": 26, "iter": 500, "lr": 0.0233, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.7925, "top5_acc": 0.97375, "loss_cls": 1.07415, "loss": 1.07415, "time": 0.22675} +{"mode": "train", "epoch": 26, "iter": 600, "lr": 0.02329, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78312, "top5_acc": 0.96812, "loss_cls": 1.16902, "loss": 1.16902, "time": 0.22744} +{"mode": "train", "epoch": 26, "iter": 700, "lr": 0.02329, "memory": 6499, "data_time": 0.00047, "top1_acc": 0.79812, "top5_acc": 0.965, "loss_cls": 1.1124, "loss": 1.1124, "time": 0.22757} +{"mode": "train", "epoch": 26, "iter": 800, "lr": 0.02328, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78, "top5_acc": 0.96375, "loss_cls": 1.15819, "loss": 1.15819, "time": 0.22792} +{"mode": "train", "epoch": 26, "iter": 900, "lr": 0.02328, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79125, "top5_acc": 0.96688, "loss_cls": 1.13692, "loss": 1.13692, "time": 0.2268} +{"mode": "train", "epoch": 26, "iter": 1000, "lr": 0.02327, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.7925, "top5_acc": 0.97188, "loss_cls": 1.09399, "loss": 1.09399, "time": 0.22786} +{"mode": "train", "epoch": 26, "iter": 1100, "lr": 0.02327, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77625, "top5_acc": 0.96062, "loss_cls": 1.18105, "loss": 1.18105, "time": 0.22716} +{"mode": "train", "epoch": 26, "iter": 1200, "lr": 0.02326, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76875, "top5_acc": 0.95438, "loss_cls": 1.24045, "loss": 1.24045, "time": 0.22771} +{"mode": "train", "epoch": 26, "iter": 1300, "lr": 0.02326, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80375, "top5_acc": 0.96375, "loss_cls": 1.11618, "loss": 1.11618, "time": 0.22619} +{"mode": "train", "epoch": 26, "iter": 1400, "lr": 0.02325, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77375, "top5_acc": 0.95938, "loss_cls": 1.22601, "loss": 1.22601, "time": 0.22667} +{"mode": "train", "epoch": 26, "iter": 1500, "lr": 0.02325, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79188, "top5_acc": 0.96438, "loss_cls": 1.13904, "loss": 1.13904, "time": 0.22615} +{"mode": "train", "epoch": 26, "iter": 1600, "lr": 0.02324, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79312, "top5_acc": 0.97125, "loss_cls": 1.14685, "loss": 1.14685, "time": 0.22639} +{"mode": "train", "epoch": 26, "iter": 1700, "lr": 0.02324, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78938, "top5_acc": 0.9675, "loss_cls": 1.09315, "loss": 1.09315, "time": 0.22712} +{"mode": "train", "epoch": 26, "iter": 1800, "lr": 0.02323, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78375, "top5_acc": 0.95875, "loss_cls": 1.18964, "loss": 1.18964, "time": 0.22754} +{"mode": "train", "epoch": 26, "iter": 1900, "lr": 0.02322, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79312, "top5_acc": 0.96562, "loss_cls": 1.11785, "loss": 1.11785, "time": 0.22695} +{"mode": "train", "epoch": 26, "iter": 2000, "lr": 0.02322, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77688, "top5_acc": 0.9575, "loss_cls": 1.18508, "loss": 1.18508, "time": 0.22823} +{"mode": "train", "epoch": 26, "iter": 2100, "lr": 0.02321, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78875, "top5_acc": 0.97062, "loss_cls": 1.09734, "loss": 1.09734, "time": 0.22677} +{"mode": "train", "epoch": 26, "iter": 2200, "lr": 0.02321, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82812, "top5_acc": 0.9775, "loss_cls": 0.96023, "loss": 0.96023, "time": 0.22665} +{"mode": "train", "epoch": 26, "iter": 2300, "lr": 0.0232, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79438, "top5_acc": 0.97312, "loss_cls": 1.11092, "loss": 1.11092, "time": 0.22692} +{"mode": "train", "epoch": 26, "iter": 2400, "lr": 0.0232, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.77625, "top5_acc": 0.96375, "loss_cls": 1.19016, "loss": 1.19016, "time": 0.22684} +{"mode": "train", "epoch": 26, "iter": 2500, "lr": 0.02319, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.78312, "top5_acc": 0.96812, "loss_cls": 1.16807, "loss": 1.16807, "time": 0.22643} +{"mode": "val", "epoch": 26, "iter": 1031, "lr": 0.02319, "top1_acc": 0.70953, "top5_acc": 0.94256} +{"mode": "train", "epoch": 27, "iter": 100, "lr": 0.02319, "memory": 6499, "data_time": 0.18218, "top1_acc": 0.78188, "top5_acc": 0.97188, "loss_cls": 1.12215, "loss": 1.12215, "time": 0.40852} +{"mode": "train", "epoch": 27, "iter": 200, "lr": 0.02318, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80938, "top5_acc": 0.975, "loss_cls": 1.00536, "loss": 1.00536, "time": 0.22588} +{"mode": "train", "epoch": 27, "iter": 300, "lr": 0.02318, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78625, "top5_acc": 0.97062, "loss_cls": 1.07224, "loss": 1.07224, "time": 0.22576} +{"mode": "train", "epoch": 27, "iter": 400, "lr": 0.02317, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79812, "top5_acc": 0.97, "loss_cls": 1.09849, "loss": 1.09849, "time": 0.22583} +{"mode": "train", "epoch": 27, "iter": 500, "lr": 0.02316, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80375, "top5_acc": 0.97438, "loss_cls": 1.05889, "loss": 1.05889, "time": 0.22608} +{"mode": "train", "epoch": 27, "iter": 600, "lr": 0.02316, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78812, "top5_acc": 0.96625, "loss_cls": 1.12287, "loss": 1.12287, "time": 0.22628} +{"mode": "train", "epoch": 27, "iter": 700, "lr": 0.02315, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.78438, "top5_acc": 0.96625, "loss_cls": 1.14371, "loss": 1.14371, "time": 0.22848} +{"mode": "train", "epoch": 27, "iter": 800, "lr": 0.02315, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.77125, "top5_acc": 0.9625, "loss_cls": 1.21323, "loss": 1.21323, "time": 0.22818} +{"mode": "train", "epoch": 27, "iter": 900, "lr": 0.02314, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78438, "top5_acc": 0.96125, "loss_cls": 1.16879, "loss": 1.16879, "time": 0.2276} +{"mode": "train", "epoch": 27, "iter": 1000, "lr": 0.02314, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7725, "top5_acc": 0.9675, "loss_cls": 1.17463, "loss": 1.17463, "time": 0.22715} +{"mode": "train", "epoch": 27, "iter": 1100, "lr": 0.02313, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8, "top5_acc": 0.9675, "loss_cls": 1.05801, "loss": 1.05801, "time": 0.22718} +{"mode": "train", "epoch": 27, "iter": 1200, "lr": 0.02313, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77812, "top5_acc": 0.96438, "loss_cls": 1.19231, "loss": 1.19231, "time": 0.22702} +{"mode": "train", "epoch": 27, "iter": 1300, "lr": 0.02312, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.775, "top5_acc": 0.96312, "loss_cls": 1.17452, "loss": 1.17452, "time": 0.22644} +{"mode": "train", "epoch": 27, "iter": 1400, "lr": 0.02312, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78812, "top5_acc": 0.97375, "loss_cls": 1.11931, "loss": 1.11931, "time": 0.22614} +{"mode": "train", "epoch": 27, "iter": 1500, "lr": 0.02311, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77312, "top5_acc": 0.96375, "loss_cls": 1.20565, "loss": 1.20565, "time": 0.22695} +{"mode": "train", "epoch": 27, "iter": 1600, "lr": 0.0231, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77562, "top5_acc": 0.9675, "loss_cls": 1.15929, "loss": 1.15929, "time": 0.22668} +{"mode": "train", "epoch": 27, "iter": 1700, "lr": 0.0231, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.79, "top5_acc": 0.97688, "loss_cls": 1.10804, "loss": 1.10804, "time": 0.22662} +{"mode": "train", "epoch": 27, "iter": 1800, "lr": 0.02309, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.7775, "top5_acc": 0.96812, "loss_cls": 1.14605, "loss": 1.14605, "time": 0.226} +{"mode": "train", "epoch": 27, "iter": 1900, "lr": 0.02309, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.77688, "top5_acc": 0.95812, "loss_cls": 1.17094, "loss": 1.17094, "time": 0.22722} +{"mode": "train", "epoch": 27, "iter": 2000, "lr": 0.02308, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.79188, "top5_acc": 0.96375, "loss_cls": 1.1355, "loss": 1.1355, "time": 0.2267} +{"mode": "train", "epoch": 27, "iter": 2100, "lr": 0.02308, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79312, "top5_acc": 0.96062, "loss_cls": 1.118, "loss": 1.118, "time": 0.22616} +{"mode": "train", "epoch": 27, "iter": 2200, "lr": 0.02307, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80625, "top5_acc": 0.97312, "loss_cls": 1.04389, "loss": 1.04389, "time": 0.22668} +{"mode": "train", "epoch": 27, "iter": 2300, "lr": 0.02307, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.77375, "top5_acc": 0.96312, "loss_cls": 1.21133, "loss": 1.21133, "time": 0.2265} +{"mode": "train", "epoch": 27, "iter": 2400, "lr": 0.02306, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.76938, "top5_acc": 0.96625, "loss_cls": 1.22667, "loss": 1.22667, "time": 0.22635} +{"mode": "train", "epoch": 27, "iter": 2500, "lr": 0.02305, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.78438, "top5_acc": 0.965, "loss_cls": 1.14401, "loss": 1.14401, "time": 0.22756} +{"mode": "val", "epoch": 27, "iter": 1031, "lr": 0.02305, "top1_acc": 0.73512, "top5_acc": 0.94402} +{"mode": "train", "epoch": 28, "iter": 100, "lr": 0.02305, "memory": 6499, "data_time": 0.18532, "top1_acc": 0.79938, "top5_acc": 0.96375, "loss_cls": 1.13562, "loss": 1.13562, "time": 0.41276} +{"mode": "train", "epoch": 28, "iter": 200, "lr": 0.02304, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.805, "top5_acc": 0.97062, "loss_cls": 1.0582, "loss": 1.0582, "time": 0.22568} +{"mode": "train", "epoch": 28, "iter": 300, "lr": 0.02304, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.785, "top5_acc": 0.96625, "loss_cls": 1.1353, "loss": 1.1353, "time": 0.22656} +{"mode": "train", "epoch": 28, "iter": 400, "lr": 0.02303, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76438, "top5_acc": 0.9675, "loss_cls": 1.16098, "loss": 1.16098, "time": 0.22756} +{"mode": "train", "epoch": 28, "iter": 500, "lr": 0.02303, "memory": 6499, "data_time": 0.00045, "top1_acc": 0.80312, "top5_acc": 0.975, "loss_cls": 1.05584, "loss": 1.05584, "time": 0.22873} +{"mode": "train", "epoch": 28, "iter": 600, "lr": 0.02302, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79188, "top5_acc": 0.97188, "loss_cls": 1.10168, "loss": 1.10168, "time": 0.22775} +{"mode": "train", "epoch": 28, "iter": 700, "lr": 0.02301, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80625, "top5_acc": 0.97062, "loss_cls": 1.07653, "loss": 1.07653, "time": 0.22724} +{"mode": "train", "epoch": 28, "iter": 800, "lr": 0.02301, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78375, "top5_acc": 0.96812, "loss_cls": 1.08375, "loss": 1.08375, "time": 0.22648} +{"mode": "train", "epoch": 28, "iter": 900, "lr": 0.023, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79438, "top5_acc": 0.96562, "loss_cls": 1.11976, "loss": 1.11976, "time": 0.22684} +{"mode": "train", "epoch": 28, "iter": 1000, "lr": 0.023, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79188, "top5_acc": 0.97062, "loss_cls": 1.10816, "loss": 1.10816, "time": 0.22845} +{"mode": "train", "epoch": 28, "iter": 1100, "lr": 0.02299, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7975, "top5_acc": 0.9675, "loss_cls": 1.12763, "loss": 1.12763, "time": 0.22683} +{"mode": "train", "epoch": 28, "iter": 1200, "lr": 0.02299, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79062, "top5_acc": 0.96, "loss_cls": 1.11824, "loss": 1.11824, "time": 0.22625} +{"mode": "train", "epoch": 28, "iter": 1300, "lr": 0.02298, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79625, "top5_acc": 0.96812, "loss_cls": 1.11976, "loss": 1.11976, "time": 0.22723} +{"mode": "train", "epoch": 28, "iter": 1400, "lr": 0.02298, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79625, "top5_acc": 0.97438, "loss_cls": 1.09208, "loss": 1.09208, "time": 0.22648} +{"mode": "train", "epoch": 28, "iter": 1500, "lr": 0.02297, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78188, "top5_acc": 0.97312, "loss_cls": 1.07325, "loss": 1.07325, "time": 0.22623} +{"mode": "train", "epoch": 28, "iter": 1600, "lr": 0.02296, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.79125, "top5_acc": 0.9725, "loss_cls": 1.12999, "loss": 1.12999, "time": 0.22685} +{"mode": "train", "epoch": 28, "iter": 1700, "lr": 0.02296, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.79812, "top5_acc": 0.96688, "loss_cls": 1.098, "loss": 1.098, "time": 0.22702} +{"mode": "train", "epoch": 28, "iter": 1800, "lr": 0.02295, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.7775, "top5_acc": 0.96812, "loss_cls": 1.14798, "loss": 1.14798, "time": 0.22687} +{"mode": "train", "epoch": 28, "iter": 1900, "lr": 0.02295, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79562, "top5_acc": 0.9725, "loss_cls": 1.08987, "loss": 1.08987, "time": 0.22673} +{"mode": "train", "epoch": 28, "iter": 2000, "lr": 0.02294, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.785, "top5_acc": 0.96562, "loss_cls": 1.12648, "loss": 1.12648, "time": 0.22613} +{"mode": "train", "epoch": 28, "iter": 2100, "lr": 0.02293, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78438, "top5_acc": 0.96312, "loss_cls": 1.21759, "loss": 1.21759, "time": 0.22686} +{"mode": "train", "epoch": 28, "iter": 2200, "lr": 0.02293, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.79312, "top5_acc": 0.97562, "loss_cls": 1.07446, "loss": 1.07446, "time": 0.2268} +{"mode": "train", "epoch": 28, "iter": 2300, "lr": 0.02292, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.7725, "top5_acc": 0.96688, "loss_cls": 1.16492, "loss": 1.16492, "time": 0.2264} +{"mode": "train", "epoch": 28, "iter": 2400, "lr": 0.02292, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77875, "top5_acc": 0.96625, "loss_cls": 1.21331, "loss": 1.21331, "time": 0.22631} +{"mode": "train", "epoch": 28, "iter": 2500, "lr": 0.02291, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78812, "top5_acc": 0.96875, "loss_cls": 1.1107, "loss": 1.1107, "time": 0.22599} +{"mode": "val", "epoch": 28, "iter": 1031, "lr": 0.02291, "top1_acc": 0.72342, "top5_acc": 0.94505} +{"mode": "train", "epoch": 29, "iter": 100, "lr": 0.02291, "memory": 6499, "data_time": 0.18505, "top1_acc": 0.79688, "top5_acc": 0.97562, "loss_cls": 1.07786, "loss": 1.07786, "time": 0.41227} +{"mode": "train", "epoch": 29, "iter": 200, "lr": 0.0229, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81375, "top5_acc": 0.97, "loss_cls": 1.06024, "loss": 1.06024, "time": 0.22661} +{"mode": "train", "epoch": 29, "iter": 300, "lr": 0.02289, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.78938, "top5_acc": 0.96812, "loss_cls": 1.11035, "loss": 1.11035, "time": 0.22737} +{"mode": "train", "epoch": 29, "iter": 400, "lr": 0.02289, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.8025, "top5_acc": 0.97125, "loss_cls": 1.05954, "loss": 1.05954, "time": 0.22702} +{"mode": "train", "epoch": 29, "iter": 500, "lr": 0.02288, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.79188, "top5_acc": 0.97, "loss_cls": 1.11848, "loss": 1.11848, "time": 0.227} +{"mode": "train", "epoch": 29, "iter": 600, "lr": 0.02288, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78812, "top5_acc": 0.96625, "loss_cls": 1.13694, "loss": 1.13694, "time": 0.22769} +{"mode": "train", "epoch": 29, "iter": 700, "lr": 0.02287, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7975, "top5_acc": 0.97062, "loss_cls": 1.04835, "loss": 1.04835, "time": 0.22643} +{"mode": "train", "epoch": 29, "iter": 800, "lr": 0.02287, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79188, "top5_acc": 0.9725, "loss_cls": 1.08941, "loss": 1.08941, "time": 0.22809} +{"mode": "train", "epoch": 29, "iter": 900, "lr": 0.02286, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79062, "top5_acc": 0.97312, "loss_cls": 1.11412, "loss": 1.11412, "time": 0.22781} +{"mode": "train", "epoch": 29, "iter": 1000, "lr": 0.02285, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.8075, "top5_acc": 0.96438, "loss_cls": 1.07185, "loss": 1.07185, "time": 0.22709} +{"mode": "train", "epoch": 29, "iter": 1100, "lr": 0.02285, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.78062, "top5_acc": 0.96812, "loss_cls": 1.13791, "loss": 1.13791, "time": 0.22704} +{"mode": "train", "epoch": 29, "iter": 1200, "lr": 0.02284, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79188, "top5_acc": 0.96812, "loss_cls": 1.12206, "loss": 1.12206, "time": 0.22627} +{"mode": "train", "epoch": 29, "iter": 1300, "lr": 0.02284, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78438, "top5_acc": 0.96438, "loss_cls": 1.15551, "loss": 1.15551, "time": 0.22569} +{"mode": "train", "epoch": 29, "iter": 1400, "lr": 0.02283, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8025, "top5_acc": 0.96625, "loss_cls": 1.09052, "loss": 1.09052, "time": 0.22628} +{"mode": "train", "epoch": 29, "iter": 1500, "lr": 0.02282, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.79688, "top5_acc": 0.96625, "loss_cls": 1.13559, "loss": 1.13559, "time": 0.22588} +{"mode": "train", "epoch": 29, "iter": 1600, "lr": 0.02282, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80312, "top5_acc": 0.9625, "loss_cls": 1.09979, "loss": 1.09979, "time": 0.22651} +{"mode": "train", "epoch": 29, "iter": 1700, "lr": 0.02281, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78625, "top5_acc": 0.965, "loss_cls": 1.16936, "loss": 1.16936, "time": 0.22596} +{"mode": "train", "epoch": 29, "iter": 1800, "lr": 0.02281, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7825, "top5_acc": 0.97312, "loss_cls": 1.06686, "loss": 1.06686, "time": 0.22669} +{"mode": "train", "epoch": 29, "iter": 1900, "lr": 0.0228, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79188, "top5_acc": 0.96812, "loss_cls": 1.10051, "loss": 1.10051, "time": 0.22712} +{"mode": "train", "epoch": 29, "iter": 2000, "lr": 0.02279, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79312, "top5_acc": 0.96312, "loss_cls": 1.17813, "loss": 1.17813, "time": 0.22669} +{"mode": "train", "epoch": 29, "iter": 2100, "lr": 0.02279, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.80375, "top5_acc": 0.97125, "loss_cls": 1.03102, "loss": 1.03102, "time": 0.22573} +{"mode": "train", "epoch": 29, "iter": 2200, "lr": 0.02278, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7775, "top5_acc": 0.97, "loss_cls": 1.17087, "loss": 1.17087, "time": 0.22712} +{"mode": "train", "epoch": 29, "iter": 2300, "lr": 0.02278, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79562, "top5_acc": 0.96188, "loss_cls": 1.11432, "loss": 1.11432, "time": 0.22635} +{"mode": "train", "epoch": 29, "iter": 2400, "lr": 0.02277, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.80625, "top5_acc": 0.97, "loss_cls": 1.09041, "loss": 1.09041, "time": 0.22663} +{"mode": "train", "epoch": 29, "iter": 2500, "lr": 0.02276, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79562, "top5_acc": 0.96812, "loss_cls": 1.09735, "loss": 1.09735, "time": 0.22611} +{"mode": "val", "epoch": 29, "iter": 1031, "lr": 0.02276, "top1_acc": 0.67969, "top5_acc": 0.91733} +{"mode": "train", "epoch": 30, "iter": 100, "lr": 0.02276, "memory": 6499, "data_time": 0.18802, "top1_acc": 0.79438, "top5_acc": 0.9675, "loss_cls": 1.10188, "loss": 1.10188, "time": 0.4143} +{"mode": "train", "epoch": 30, "iter": 200, "lr": 0.02275, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79625, "top5_acc": 0.97, "loss_cls": 1.06548, "loss": 1.06548, "time": 0.22596} +{"mode": "train", "epoch": 30, "iter": 300, "lr": 0.02275, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80875, "top5_acc": 0.96875, "loss_cls": 1.05801, "loss": 1.05801, "time": 0.22653} +{"mode": "train", "epoch": 30, "iter": 400, "lr": 0.02274, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.785, "top5_acc": 0.97312, "loss_cls": 1.11038, "loss": 1.11038, "time": 0.22542} +{"mode": "train", "epoch": 30, "iter": 500, "lr": 0.02273, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.78875, "top5_acc": 0.9725, "loss_cls": 1.10629, "loss": 1.10629, "time": 0.22696} +{"mode": "train", "epoch": 30, "iter": 600, "lr": 0.02273, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78688, "top5_acc": 0.96625, "loss_cls": 1.09737, "loss": 1.09737, "time": 0.22717} +{"mode": "train", "epoch": 30, "iter": 700, "lr": 0.02272, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80562, "top5_acc": 0.97812, "loss_cls": 0.99147, "loss": 0.99147, "time": 0.22826} +{"mode": "train", "epoch": 30, "iter": 800, "lr": 0.02272, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.80562, "top5_acc": 0.965, "loss_cls": 1.07211, "loss": 1.07211, "time": 0.22638} +{"mode": "train", "epoch": 30, "iter": 900, "lr": 0.02271, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78562, "top5_acc": 0.96875, "loss_cls": 1.13428, "loss": 1.13428, "time": 0.22725} +{"mode": "train", "epoch": 30, "iter": 1000, "lr": 0.0227, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.795, "top5_acc": 0.975, "loss_cls": 1.0407, "loss": 1.0407, "time": 0.22608} +{"mode": "train", "epoch": 30, "iter": 1100, "lr": 0.0227, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77688, "top5_acc": 0.97438, "loss_cls": 1.14175, "loss": 1.14175, "time": 0.22752} +{"mode": "train", "epoch": 30, "iter": 1200, "lr": 0.02269, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80062, "top5_acc": 0.97562, "loss_cls": 1.03421, "loss": 1.03421, "time": 0.22596} +{"mode": "train", "epoch": 30, "iter": 1300, "lr": 0.02269, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.79188, "top5_acc": 0.9675, "loss_cls": 1.10672, "loss": 1.10672, "time": 0.22676} +{"mode": "train", "epoch": 30, "iter": 1400, "lr": 0.02268, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77062, "top5_acc": 0.96938, "loss_cls": 1.17907, "loss": 1.17907, "time": 0.22746} +{"mode": "train", "epoch": 30, "iter": 1500, "lr": 0.02267, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78625, "top5_acc": 0.96312, "loss_cls": 1.1424, "loss": 1.1424, "time": 0.22682} +{"mode": "train", "epoch": 30, "iter": 1600, "lr": 0.02267, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79, "top5_acc": 0.9725, "loss_cls": 1.13291, "loss": 1.13291, "time": 0.22686} +{"mode": "train", "epoch": 30, "iter": 1700, "lr": 0.02266, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79312, "top5_acc": 0.9575, "loss_cls": 1.17057, "loss": 1.17057, "time": 0.22666} +{"mode": "train", "epoch": 30, "iter": 1800, "lr": 0.02266, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80562, "top5_acc": 0.97688, "loss_cls": 1.04937, "loss": 1.04937, "time": 0.22594} +{"mode": "train", "epoch": 30, "iter": 1900, "lr": 0.02265, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78625, "top5_acc": 0.95812, "loss_cls": 1.163, "loss": 1.163, "time": 0.22605} +{"mode": "train", "epoch": 30, "iter": 2000, "lr": 0.02264, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77875, "top5_acc": 0.96625, "loss_cls": 1.20016, "loss": 1.20016, "time": 0.22601} +{"mode": "train", "epoch": 30, "iter": 2100, "lr": 0.02264, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8, "top5_acc": 0.97312, "loss_cls": 1.09809, "loss": 1.09809, "time": 0.22677} +{"mode": "train", "epoch": 30, "iter": 2200, "lr": 0.02263, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77312, "top5_acc": 0.95812, "loss_cls": 1.22325, "loss": 1.22325, "time": 0.22555} +{"mode": "train", "epoch": 30, "iter": 2300, "lr": 0.02263, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77125, "top5_acc": 0.9675, "loss_cls": 1.188, "loss": 1.188, "time": 0.22686} +{"mode": "train", "epoch": 30, "iter": 2400, "lr": 0.02262, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.78938, "top5_acc": 0.96938, "loss_cls": 1.11048, "loss": 1.11048, "time": 0.22644} +{"mode": "train", "epoch": 30, "iter": 2500, "lr": 0.02261, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80375, "top5_acc": 0.97312, "loss_cls": 1.02836, "loss": 1.02836, "time": 0.22602} +{"mode": "val", "epoch": 30, "iter": 1031, "lr": 0.02261, "top1_acc": 0.61643, "top5_acc": 0.87305} +{"mode": "train", "epoch": 31, "iter": 100, "lr": 0.02261, "memory": 6499, "data_time": 0.18375, "top1_acc": 0.7975, "top5_acc": 0.97188, "loss_cls": 1.05323, "loss": 1.05323, "time": 0.40938} +{"mode": "train", "epoch": 31, "iter": 200, "lr": 0.0226, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.805, "top5_acc": 0.97688, "loss_cls": 1.02155, "loss": 1.02155, "time": 0.22585} +{"mode": "train", "epoch": 31, "iter": 300, "lr": 0.02259, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82188, "top5_acc": 0.97688, "loss_cls": 0.99421, "loss": 0.99421, "time": 0.22575} +{"mode": "train", "epoch": 31, "iter": 400, "lr": 0.02259, "memory": 6499, "data_time": 0.0005, "top1_acc": 0.79312, "top5_acc": 0.97312, "loss_cls": 1.09021, "loss": 1.09021, "time": 0.22754} +{"mode": "train", "epoch": 31, "iter": 500, "lr": 0.02258, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79938, "top5_acc": 0.97188, "loss_cls": 1.07782, "loss": 1.07782, "time": 0.2278} +{"mode": "train", "epoch": 31, "iter": 600, "lr": 0.02258, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78562, "top5_acc": 0.97125, "loss_cls": 1.09863, "loss": 1.09863, "time": 0.2268} +{"mode": "train", "epoch": 31, "iter": 700, "lr": 0.02257, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80625, "top5_acc": 0.96875, "loss_cls": 1.04931, "loss": 1.04931, "time": 0.22641} +{"mode": "train", "epoch": 31, "iter": 800, "lr": 0.02256, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7925, "top5_acc": 0.975, "loss_cls": 1.10063, "loss": 1.10063, "time": 0.22703} +{"mode": "train", "epoch": 31, "iter": 900, "lr": 0.02256, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8025, "top5_acc": 0.97938, "loss_cls": 1.03148, "loss": 1.03148, "time": 0.22705} +{"mode": "train", "epoch": 31, "iter": 1000, "lr": 0.02255, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77375, "top5_acc": 0.9675, "loss_cls": 1.19032, "loss": 1.19032, "time": 0.22727} +{"mode": "train", "epoch": 31, "iter": 1100, "lr": 0.02254, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79438, "top5_acc": 0.9675, "loss_cls": 1.07438, "loss": 1.07438, "time": 0.22728} +{"mode": "train", "epoch": 31, "iter": 1200, "lr": 0.02254, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7925, "top5_acc": 0.97812, "loss_cls": 1.0264, "loss": 1.0264, "time": 0.2266} +{"mode": "train", "epoch": 31, "iter": 1300, "lr": 0.02253, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78375, "top5_acc": 0.96312, "loss_cls": 1.16423, "loss": 1.16423, "time": 0.22684} +{"mode": "train", "epoch": 31, "iter": 1400, "lr": 0.02253, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79812, "top5_acc": 0.97125, "loss_cls": 1.07001, "loss": 1.07001, "time": 0.22691} +{"mode": "train", "epoch": 31, "iter": 1500, "lr": 0.02252, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79875, "top5_acc": 0.96625, "loss_cls": 1.07868, "loss": 1.07868, "time": 0.22704} +{"mode": "train", "epoch": 31, "iter": 1600, "lr": 0.02251, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77688, "top5_acc": 0.96625, "loss_cls": 1.15302, "loss": 1.15302, "time": 0.22664} +{"mode": "train", "epoch": 31, "iter": 1700, "lr": 0.02251, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78938, "top5_acc": 0.95938, "loss_cls": 1.16078, "loss": 1.16078, "time": 0.22648} +{"mode": "train", "epoch": 31, "iter": 1800, "lr": 0.0225, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.79438, "top5_acc": 0.97062, "loss_cls": 1.08856, "loss": 1.08856, "time": 0.22613} +{"mode": "train", "epoch": 31, "iter": 1900, "lr": 0.02249, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79875, "top5_acc": 0.97, "loss_cls": 1.0655, "loss": 1.0655, "time": 0.22753} +{"mode": "train", "epoch": 31, "iter": 2000, "lr": 0.02249, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81938, "top5_acc": 0.97812, "loss_cls": 0.99381, "loss": 0.99381, "time": 0.22665} +{"mode": "train", "epoch": 31, "iter": 2100, "lr": 0.02248, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.78062, "top5_acc": 0.97125, "loss_cls": 1.10333, "loss": 1.10333, "time": 0.22828} +{"mode": "train", "epoch": 31, "iter": 2200, "lr": 0.02248, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.775, "top5_acc": 0.96125, "loss_cls": 1.21099, "loss": 1.21099, "time": 0.22714} +{"mode": "train", "epoch": 31, "iter": 2300, "lr": 0.02247, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79375, "top5_acc": 0.9675, "loss_cls": 1.12372, "loss": 1.12372, "time": 0.22672} +{"mode": "train", "epoch": 31, "iter": 2400, "lr": 0.02246, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79375, "top5_acc": 0.96188, "loss_cls": 1.16728, "loss": 1.16728, "time": 0.22578} +{"mode": "train", "epoch": 31, "iter": 2500, "lr": 0.02246, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.77188, "top5_acc": 0.95812, "loss_cls": 1.22144, "loss": 1.22144, "time": 0.22587} +{"mode": "val", "epoch": 31, "iter": 1031, "lr": 0.02246, "top1_acc": 0.68078, "top5_acc": 0.92157} +{"mode": "train", "epoch": 32, "iter": 100, "lr": 0.02245, "memory": 6499, "data_time": 0.18372, "top1_acc": 0.78938, "top5_acc": 0.97125, "loss_cls": 1.08082, "loss": 1.08082, "time": 0.40963} +{"mode": "train", "epoch": 32, "iter": 200, "lr": 0.02244, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8025, "top5_acc": 0.97, "loss_cls": 1.05759, "loss": 1.05759, "time": 0.22588} +{"mode": "train", "epoch": 32, "iter": 300, "lr": 0.02244, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80438, "top5_acc": 0.97312, "loss_cls": 1.04531, "loss": 1.04531, "time": 0.22606} +{"mode": "train", "epoch": 32, "iter": 400, "lr": 0.02243, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79312, "top5_acc": 0.97312, "loss_cls": 1.08069, "loss": 1.08069, "time": 0.22626} +{"mode": "train", "epoch": 32, "iter": 500, "lr": 0.02243, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82125, "top5_acc": 0.97438, "loss_cls": 0.96282, "loss": 0.96282, "time": 0.22657} +{"mode": "train", "epoch": 32, "iter": 600, "lr": 0.02242, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79188, "top5_acc": 0.96, "loss_cls": 1.10976, "loss": 1.10976, "time": 0.22795} +{"mode": "train", "epoch": 32, "iter": 700, "lr": 0.02241, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.7975, "top5_acc": 0.965, "loss_cls": 1.08979, "loss": 1.08979, "time": 0.22723} +{"mode": "train", "epoch": 32, "iter": 800, "lr": 0.02241, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.77938, "top5_acc": 0.96625, "loss_cls": 1.15408, "loss": 1.15408, "time": 0.22707} +{"mode": "train", "epoch": 32, "iter": 900, "lr": 0.0224, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80688, "top5_acc": 0.96938, "loss_cls": 1.05152, "loss": 1.05152, "time": 0.22631} +{"mode": "train", "epoch": 32, "iter": 1000, "lr": 0.02239, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.80875, "top5_acc": 0.96625, "loss_cls": 1.06001, "loss": 1.06001, "time": 0.2267} +{"mode": "train", "epoch": 32, "iter": 1100, "lr": 0.02239, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80062, "top5_acc": 0.96812, "loss_cls": 1.06528, "loss": 1.06528, "time": 0.22791} +{"mode": "train", "epoch": 32, "iter": 1200, "lr": 0.02238, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79625, "top5_acc": 0.96562, "loss_cls": 1.09759, "loss": 1.09759, "time": 0.22676} +{"mode": "train", "epoch": 32, "iter": 1300, "lr": 0.02237, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80125, "top5_acc": 0.97562, "loss_cls": 1.02262, "loss": 1.02262, "time": 0.22575} +{"mode": "train", "epoch": 32, "iter": 1400, "lr": 0.02237, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.78625, "top5_acc": 0.9675, "loss_cls": 1.16839, "loss": 1.16839, "time": 0.22607} +{"mode": "train", "epoch": 32, "iter": 1500, "lr": 0.02236, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79938, "top5_acc": 0.9675, "loss_cls": 1.10133, "loss": 1.10133, "time": 0.2265} +{"mode": "train", "epoch": 32, "iter": 1600, "lr": 0.02235, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79938, "top5_acc": 0.96812, "loss_cls": 1.08736, "loss": 1.08736, "time": 0.22848} +{"mode": "train", "epoch": 32, "iter": 1700, "lr": 0.02235, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80062, "top5_acc": 0.97062, "loss_cls": 1.04319, "loss": 1.04319, "time": 0.22806} +{"mode": "train", "epoch": 32, "iter": 1800, "lr": 0.02234, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.7875, "top5_acc": 0.97188, "loss_cls": 1.06944, "loss": 1.06944, "time": 0.22639} +{"mode": "train", "epoch": 32, "iter": 1900, "lr": 0.02234, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79562, "top5_acc": 0.96, "loss_cls": 1.1482, "loss": 1.1482, "time": 0.22519} +{"mode": "train", "epoch": 32, "iter": 2000, "lr": 0.02233, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80312, "top5_acc": 0.97688, "loss_cls": 1.00992, "loss": 1.00992, "time": 0.22569} +{"mode": "train", "epoch": 32, "iter": 2100, "lr": 0.02232, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.78938, "top5_acc": 0.9675, "loss_cls": 1.10481, "loss": 1.10481, "time": 0.22695} +{"mode": "train", "epoch": 32, "iter": 2200, "lr": 0.02232, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79625, "top5_acc": 0.97125, "loss_cls": 1.10962, "loss": 1.10962, "time": 0.22681} +{"mode": "train", "epoch": 32, "iter": 2300, "lr": 0.02231, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76625, "top5_acc": 0.9625, "loss_cls": 1.23033, "loss": 1.23033, "time": 0.22743} +{"mode": "train", "epoch": 32, "iter": 2400, "lr": 0.0223, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77438, "top5_acc": 0.9675, "loss_cls": 1.13672, "loss": 1.13672, "time": 0.22592} +{"mode": "train", "epoch": 32, "iter": 2500, "lr": 0.0223, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.7975, "top5_acc": 0.96562, "loss_cls": 1.12602, "loss": 1.12602, "time": 0.22652} +{"mode": "val", "epoch": 32, "iter": 1031, "lr": 0.0223, "top1_acc": 0.70904, "top5_acc": 0.93838} +{"mode": "train", "epoch": 33, "iter": 100, "lr": 0.02229, "memory": 6499, "data_time": 0.1821, "top1_acc": 0.80312, "top5_acc": 0.97375, "loss_cls": 1.03449, "loss": 1.03449, "time": 0.40773} +{"mode": "train", "epoch": 33, "iter": 200, "lr": 0.02228, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.78062, "top5_acc": 0.96938, "loss_cls": 1.15301, "loss": 1.15301, "time": 0.22627} +{"mode": "train", "epoch": 33, "iter": 300, "lr": 0.02228, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81125, "top5_acc": 0.97125, "loss_cls": 1.02838, "loss": 1.02838, "time": 0.22543} +{"mode": "train", "epoch": 33, "iter": 400, "lr": 0.02227, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.805, "top5_acc": 0.9775, "loss_cls": 1.02091, "loss": 1.02091, "time": 0.22591} +{"mode": "train", "epoch": 33, "iter": 500, "lr": 0.02226, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.80375, "top5_acc": 0.97375, "loss_cls": 1.02389, "loss": 1.02389, "time": 0.22889} +{"mode": "train", "epoch": 33, "iter": 600, "lr": 0.02226, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78812, "top5_acc": 0.96375, "loss_cls": 1.13423, "loss": 1.13423, "time": 0.22709} +{"mode": "train", "epoch": 33, "iter": 700, "lr": 0.02225, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.80812, "top5_acc": 0.96875, "loss_cls": 1.05454, "loss": 1.05454, "time": 0.22704} +{"mode": "train", "epoch": 33, "iter": 800, "lr": 0.02224, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.76312, "top5_acc": 0.97125, "loss_cls": 1.15722, "loss": 1.15722, "time": 0.22646} +{"mode": "train", "epoch": 33, "iter": 900, "lr": 0.02224, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.7875, "top5_acc": 0.96375, "loss_cls": 1.13102, "loss": 1.13102, "time": 0.22726} +{"mode": "train", "epoch": 33, "iter": 1000, "lr": 0.02223, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81688, "top5_acc": 0.97, "loss_cls": 0.98452, "loss": 0.98452, "time": 0.22679} +{"mode": "train", "epoch": 33, "iter": 1100, "lr": 0.02222, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.80188, "top5_acc": 0.96625, "loss_cls": 1.0535, "loss": 1.0535, "time": 0.22673} +{"mode": "train", "epoch": 33, "iter": 1200, "lr": 0.02222, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79688, "top5_acc": 0.96, "loss_cls": 1.12551, "loss": 1.12551, "time": 0.22753} +{"mode": "train", "epoch": 33, "iter": 1300, "lr": 0.02221, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78938, "top5_acc": 0.96938, "loss_cls": 1.10637, "loss": 1.10637, "time": 0.22716} +{"mode": "train", "epoch": 33, "iter": 1400, "lr": 0.0222, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80312, "top5_acc": 0.9675, "loss_cls": 1.10272, "loss": 1.10272, "time": 0.22728} +{"mode": "train", "epoch": 33, "iter": 1500, "lr": 0.0222, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79125, "top5_acc": 0.97, "loss_cls": 1.10438, "loss": 1.10438, "time": 0.22652} +{"mode": "train", "epoch": 33, "iter": 1600, "lr": 0.02219, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79375, "top5_acc": 0.96875, "loss_cls": 1.09885, "loss": 1.09885, "time": 0.22638} +{"mode": "train", "epoch": 33, "iter": 1700, "lr": 0.02218, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8, "top5_acc": 0.97375, "loss_cls": 1.09045, "loss": 1.09045, "time": 0.22601} +{"mode": "train", "epoch": 33, "iter": 1800, "lr": 0.02218, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80188, "top5_acc": 0.9725, "loss_cls": 1.00532, "loss": 1.00532, "time": 0.22638} +{"mode": "train", "epoch": 33, "iter": 1900, "lr": 0.02217, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81062, "top5_acc": 0.96812, "loss_cls": 1.02327, "loss": 1.02327, "time": 0.22665} +{"mode": "train", "epoch": 33, "iter": 2000, "lr": 0.02217, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79812, "top5_acc": 0.97062, "loss_cls": 1.06026, "loss": 1.06026, "time": 0.2257} +{"mode": "train", "epoch": 33, "iter": 2100, "lr": 0.02216, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7875, "top5_acc": 0.96438, "loss_cls": 1.14272, "loss": 1.14272, "time": 0.22644} +{"mode": "train", "epoch": 33, "iter": 2200, "lr": 0.02215, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81125, "top5_acc": 0.97375, "loss_cls": 1.01685, "loss": 1.01685, "time": 0.22563} +{"mode": "train", "epoch": 33, "iter": 2300, "lr": 0.02215, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78875, "top5_acc": 0.97188, "loss_cls": 1.07646, "loss": 1.07646, "time": 0.22788} +{"mode": "train", "epoch": 33, "iter": 2400, "lr": 0.02214, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80438, "top5_acc": 0.97125, "loss_cls": 1.04361, "loss": 1.04361, "time": 0.22663} +{"mode": "train", "epoch": 33, "iter": 2500, "lr": 0.02213, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.76625, "top5_acc": 0.96062, "loss_cls": 1.23436, "loss": 1.23436, "time": 0.22749} +{"mode": "val", "epoch": 33, "iter": 1031, "lr": 0.02213, "top1_acc": 0.65967, "top5_acc": 0.92649} +{"mode": "train", "epoch": 34, "iter": 100, "lr": 0.02212, "memory": 6499, "data_time": 0.18781, "top1_acc": 0.82375, "top5_acc": 0.97562, "loss_cls": 0.95588, "loss": 0.95588, "time": 0.41387} +{"mode": "train", "epoch": 34, "iter": 200, "lr": 0.02212, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81312, "top5_acc": 0.97125, "loss_cls": 1.01898, "loss": 1.01898, "time": 0.22577} +{"mode": "train", "epoch": 34, "iter": 300, "lr": 0.02211, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80125, "top5_acc": 0.96938, "loss_cls": 1.08148, "loss": 1.08148, "time": 0.22524} +{"mode": "train", "epoch": 34, "iter": 400, "lr": 0.0221, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80812, "top5_acc": 0.97125, "loss_cls": 1.03342, "loss": 1.03342, "time": 0.22577} +{"mode": "train", "epoch": 34, "iter": 500, "lr": 0.0221, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81, "top5_acc": 0.97688, "loss_cls": 1.0461, "loss": 1.0461, "time": 0.22658} +{"mode": "train", "epoch": 34, "iter": 600, "lr": 0.02209, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80438, "top5_acc": 0.96938, "loss_cls": 1.06932, "loss": 1.06932, "time": 0.22737} +{"mode": "train", "epoch": 34, "iter": 700, "lr": 0.02208, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79312, "top5_acc": 0.96562, "loss_cls": 1.08366, "loss": 1.08366, "time": 0.22764} +{"mode": "train", "epoch": 34, "iter": 800, "lr": 0.02208, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.775, "top5_acc": 0.96438, "loss_cls": 1.16657, "loss": 1.16657, "time": 0.22638} +{"mode": "train", "epoch": 34, "iter": 900, "lr": 0.02207, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8025, "top5_acc": 0.97062, "loss_cls": 1.03544, "loss": 1.03544, "time": 0.22677} +{"mode": "train", "epoch": 34, "iter": 1000, "lr": 0.02206, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79188, "top5_acc": 0.97, "loss_cls": 1.11075, "loss": 1.11075, "time": 0.22668} +{"mode": "train", "epoch": 34, "iter": 1100, "lr": 0.02206, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79875, "top5_acc": 0.96938, "loss_cls": 1.0311, "loss": 1.0311, "time": 0.22626} +{"mode": "train", "epoch": 34, "iter": 1200, "lr": 0.02205, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80688, "top5_acc": 0.97562, "loss_cls": 1.03744, "loss": 1.03744, "time": 0.22619} +{"mode": "train", "epoch": 34, "iter": 1300, "lr": 0.02204, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79688, "top5_acc": 0.97, "loss_cls": 1.04799, "loss": 1.04799, "time": 0.22752} +{"mode": "train", "epoch": 34, "iter": 1400, "lr": 0.02204, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81625, "top5_acc": 0.96125, "loss_cls": 1.05151, "loss": 1.05151, "time": 0.2265} +{"mode": "train", "epoch": 34, "iter": 1500, "lr": 0.02203, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79938, "top5_acc": 0.97188, "loss_cls": 1.01947, "loss": 1.01947, "time": 0.22638} +{"mode": "train", "epoch": 34, "iter": 1600, "lr": 0.02202, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80625, "top5_acc": 0.975, "loss_cls": 1.04534, "loss": 1.04534, "time": 0.22573} +{"mode": "train", "epoch": 34, "iter": 1700, "lr": 0.02202, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.7875, "top5_acc": 0.96312, "loss_cls": 1.12953, "loss": 1.12953, "time": 0.22649} +{"mode": "train", "epoch": 34, "iter": 1800, "lr": 0.02201, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80438, "top5_acc": 0.96875, "loss_cls": 1.04516, "loss": 1.04516, "time": 0.22559} +{"mode": "train", "epoch": 34, "iter": 1900, "lr": 0.022, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.795, "top5_acc": 0.96062, "loss_cls": 1.14907, "loss": 1.14907, "time": 0.22743} +{"mode": "train", "epoch": 34, "iter": 2000, "lr": 0.022, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79125, "top5_acc": 0.97125, "loss_cls": 1.05856, "loss": 1.05856, "time": 0.22576} +{"mode": "train", "epoch": 34, "iter": 2100, "lr": 0.02199, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.77812, "top5_acc": 0.97062, "loss_cls": 1.16123, "loss": 1.16123, "time": 0.22607} +{"mode": "train", "epoch": 34, "iter": 2200, "lr": 0.02198, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79938, "top5_acc": 0.96875, "loss_cls": 1.07083, "loss": 1.07083, "time": 0.22672} +{"mode": "train", "epoch": 34, "iter": 2300, "lr": 0.02198, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80938, "top5_acc": 0.97062, "loss_cls": 1.06169, "loss": 1.06169, "time": 0.22702} +{"mode": "train", "epoch": 34, "iter": 2400, "lr": 0.02197, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.78875, "top5_acc": 0.96188, "loss_cls": 1.12288, "loss": 1.12288, "time": 0.22737} +{"mode": "train", "epoch": 34, "iter": 2500, "lr": 0.02196, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.78375, "top5_acc": 0.965, "loss_cls": 1.12137, "loss": 1.12137, "time": 0.2268} +{"mode": "val", "epoch": 34, "iter": 1031, "lr": 0.02196, "top1_acc": 0.76303, "top5_acc": 0.95681} +{"mode": "train", "epoch": 35, "iter": 100, "lr": 0.02196, "memory": 6499, "data_time": 0.18771, "top1_acc": 0.79312, "top5_acc": 0.97438, "loss_cls": 1.05753, "loss": 1.05753, "time": 0.41388} +{"mode": "train", "epoch": 35, "iter": 200, "lr": 0.02195, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80375, "top5_acc": 0.97125, "loss_cls": 1.04315, "loss": 1.04315, "time": 0.22665} +{"mode": "train", "epoch": 35, "iter": 300, "lr": 0.02194, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79938, "top5_acc": 0.98125, "loss_cls": 1.02761, "loss": 1.02761, "time": 0.22651} +{"mode": "train", "epoch": 35, "iter": 400, "lr": 0.02194, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81375, "top5_acc": 0.96688, "loss_cls": 1.04292, "loss": 1.04292, "time": 0.22695} +{"mode": "train", "epoch": 35, "iter": 500, "lr": 0.02193, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8025, "top5_acc": 0.97125, "loss_cls": 1.03816, "loss": 1.03816, "time": 0.22722} +{"mode": "train", "epoch": 35, "iter": 600, "lr": 0.02192, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.82062, "top5_acc": 0.9825, "loss_cls": 0.92971, "loss": 0.92971, "time": 0.22842} +{"mode": "train", "epoch": 35, "iter": 700, "lr": 0.02191, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80125, "top5_acc": 0.9725, "loss_cls": 1.08147, "loss": 1.08147, "time": 0.22716} +{"mode": "train", "epoch": 35, "iter": 800, "lr": 0.02191, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80438, "top5_acc": 0.97125, "loss_cls": 1.03625, "loss": 1.03625, "time": 0.2274} +{"mode": "train", "epoch": 35, "iter": 900, "lr": 0.0219, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.795, "top5_acc": 0.975, "loss_cls": 1.01959, "loss": 1.01959, "time": 0.22627} +{"mode": "train", "epoch": 35, "iter": 1000, "lr": 0.02189, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.795, "top5_acc": 0.97188, "loss_cls": 1.07882, "loss": 1.07882, "time": 0.22666} +{"mode": "train", "epoch": 35, "iter": 1100, "lr": 0.02189, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.79062, "top5_acc": 0.96812, "loss_cls": 1.11234, "loss": 1.11234, "time": 0.22682} +{"mode": "train", "epoch": 35, "iter": 1200, "lr": 0.02188, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81, "top5_acc": 0.97562, "loss_cls": 0.97436, "loss": 0.97436, "time": 0.22643} +{"mode": "train", "epoch": 35, "iter": 1300, "lr": 0.02187, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79, "top5_acc": 0.97125, "loss_cls": 1.10884, "loss": 1.10884, "time": 0.22799} +{"mode": "train", "epoch": 35, "iter": 1400, "lr": 0.02187, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80688, "top5_acc": 0.97188, "loss_cls": 1.02742, "loss": 1.02742, "time": 0.22646} +{"mode": "train", "epoch": 35, "iter": 1500, "lr": 0.02186, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79, "top5_acc": 0.97375, "loss_cls": 1.0879, "loss": 1.0879, "time": 0.22647} +{"mode": "train", "epoch": 35, "iter": 1600, "lr": 0.02185, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80188, "top5_acc": 0.96875, "loss_cls": 1.04552, "loss": 1.04552, "time": 0.22608} +{"mode": "train", "epoch": 35, "iter": 1700, "lr": 0.02185, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79688, "top5_acc": 0.97812, "loss_cls": 1.02848, "loss": 1.02848, "time": 0.2257} +{"mode": "train", "epoch": 35, "iter": 1800, "lr": 0.02184, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7975, "top5_acc": 0.9725, "loss_cls": 1.06811, "loss": 1.06811, "time": 0.22604} +{"mode": "train", "epoch": 35, "iter": 1900, "lr": 0.02183, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79375, "top5_acc": 0.96688, "loss_cls": 1.10601, "loss": 1.10601, "time": 0.22757} +{"mode": "train", "epoch": 35, "iter": 2000, "lr": 0.02182, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80188, "top5_acc": 0.96688, "loss_cls": 1.08193, "loss": 1.08193, "time": 0.22733} +{"mode": "train", "epoch": 35, "iter": 2100, "lr": 0.02182, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.8075, "top5_acc": 0.97375, "loss_cls": 1.06039, "loss": 1.06039, "time": 0.22582} +{"mode": "train", "epoch": 35, "iter": 2200, "lr": 0.02181, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81312, "top5_acc": 0.97, "loss_cls": 1.02311, "loss": 1.02311, "time": 0.22561} +{"mode": "train", "epoch": 35, "iter": 2300, "lr": 0.0218, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79312, "top5_acc": 0.96562, "loss_cls": 1.09722, "loss": 1.09722, "time": 0.22641} +{"mode": "train", "epoch": 35, "iter": 2400, "lr": 0.0218, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79062, "top5_acc": 0.96688, "loss_cls": 1.08961, "loss": 1.08961, "time": 0.22585} +{"mode": "train", "epoch": 35, "iter": 2500, "lr": 0.02179, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81562, "top5_acc": 0.97375, "loss_cls": 0.98164, "loss": 0.98164, "time": 0.22681} +{"mode": "val", "epoch": 35, "iter": 1031, "lr": 0.02179, "top1_acc": 0.68357, "top5_acc": 0.93425} +{"mode": "train", "epoch": 36, "iter": 100, "lr": 0.02178, "memory": 6499, "data_time": 0.18701, "top1_acc": 0.84562, "top5_acc": 0.97688, "loss_cls": 0.89694, "loss": 0.89694, "time": 0.41393} +{"mode": "train", "epoch": 36, "iter": 200, "lr": 0.02178, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82, "top5_acc": 0.97938, "loss_cls": 0.97017, "loss": 0.97017, "time": 0.22724} +{"mode": "train", "epoch": 36, "iter": 300, "lr": 0.02177, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.795, "top5_acc": 0.96438, "loss_cls": 1.11972, "loss": 1.11972, "time": 0.22698} +{"mode": "train", "epoch": 36, "iter": 400, "lr": 0.02176, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.79438, "top5_acc": 0.96875, "loss_cls": 1.07907, "loss": 1.07907, "time": 0.22706} +{"mode": "train", "epoch": 36, "iter": 500, "lr": 0.02175, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.78375, "top5_acc": 0.96562, "loss_cls": 1.12529, "loss": 1.12529, "time": 0.22633} +{"mode": "train", "epoch": 36, "iter": 600, "lr": 0.02175, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81562, "top5_acc": 0.9675, "loss_cls": 1.06387, "loss": 1.06387, "time": 0.22609} +{"mode": "train", "epoch": 36, "iter": 700, "lr": 0.02174, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8075, "top5_acc": 0.97438, "loss_cls": 1.0666, "loss": 1.0666, "time": 0.22662} +{"mode": "train", "epoch": 36, "iter": 800, "lr": 0.02173, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80812, "top5_acc": 0.97438, "loss_cls": 1.00193, "loss": 1.00193, "time": 0.22623} +{"mode": "train", "epoch": 36, "iter": 900, "lr": 0.02173, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79062, "top5_acc": 0.965, "loss_cls": 1.11599, "loss": 1.11599, "time": 0.22656} +{"mode": "train", "epoch": 36, "iter": 1000, "lr": 0.02172, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8, "top5_acc": 0.97938, "loss_cls": 1.01366, "loss": 1.01366, "time": 0.22764} +{"mode": "train", "epoch": 36, "iter": 1100, "lr": 0.02171, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.77625, "top5_acc": 0.96688, "loss_cls": 1.15246, "loss": 1.15246, "time": 0.22744} +{"mode": "train", "epoch": 36, "iter": 1200, "lr": 0.02171, "memory": 6499, "data_time": 0.00051, "top1_acc": 0.79625, "top5_acc": 0.96562, "loss_cls": 1.11861, "loss": 1.11861, "time": 0.22829} +{"mode": "train", "epoch": 36, "iter": 1300, "lr": 0.0217, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81438, "top5_acc": 0.96875, "loss_cls": 1.0335, "loss": 1.0335, "time": 0.22688} +{"mode": "train", "epoch": 36, "iter": 1400, "lr": 0.02169, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79438, "top5_acc": 0.9725, "loss_cls": 1.06828, "loss": 1.06828, "time": 0.22687} +{"mode": "train", "epoch": 36, "iter": 1500, "lr": 0.02168, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8, "top5_acc": 0.9725, "loss_cls": 1.05402, "loss": 1.05402, "time": 0.22577} +{"mode": "train", "epoch": 36, "iter": 1600, "lr": 0.02168, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.805, "top5_acc": 0.965, "loss_cls": 1.04329, "loss": 1.04329, "time": 0.22639} +{"mode": "train", "epoch": 36, "iter": 1700, "lr": 0.02167, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79312, "top5_acc": 0.965, "loss_cls": 1.07958, "loss": 1.07958, "time": 0.22636} +{"mode": "train", "epoch": 36, "iter": 1800, "lr": 0.02166, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80438, "top5_acc": 0.96562, "loss_cls": 1.08475, "loss": 1.08475, "time": 0.22663} +{"mode": "train", "epoch": 36, "iter": 1900, "lr": 0.02166, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.80125, "top5_acc": 0.97312, "loss_cls": 1.02745, "loss": 1.02745, "time": 0.22632} +{"mode": "train", "epoch": 36, "iter": 2000, "lr": 0.02165, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81062, "top5_acc": 0.97062, "loss_cls": 0.99324, "loss": 0.99324, "time": 0.22636} +{"mode": "train", "epoch": 36, "iter": 2100, "lr": 0.02164, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.78438, "top5_acc": 0.96188, "loss_cls": 1.15336, "loss": 1.15336, "time": 0.22541} +{"mode": "train", "epoch": 36, "iter": 2200, "lr": 0.02163, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81188, "top5_acc": 0.97875, "loss_cls": 1.02513, "loss": 1.02513, "time": 0.2266} +{"mode": "train", "epoch": 36, "iter": 2300, "lr": 0.02163, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80438, "top5_acc": 0.97312, "loss_cls": 1.03544, "loss": 1.03544, "time": 0.22618} +{"mode": "train", "epoch": 36, "iter": 2400, "lr": 0.02162, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.79562, "top5_acc": 0.97312, "loss_cls": 1.09153, "loss": 1.09153, "time": 0.2259} +{"mode": "train", "epoch": 36, "iter": 2500, "lr": 0.02161, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79688, "top5_acc": 0.96375, "loss_cls": 1.05993, "loss": 1.05993, "time": 0.22579} +{"mode": "val", "epoch": 36, "iter": 1031, "lr": 0.02161, "top1_acc": 0.74616, "top5_acc": 0.95093} +{"mode": "train", "epoch": 37, "iter": 100, "lr": 0.02161, "memory": 6499, "data_time": 0.18555, "top1_acc": 0.7975, "top5_acc": 0.97312, "loss_cls": 1.05503, "loss": 1.05503, "time": 0.41272} +{"mode": "train", "epoch": 37, "iter": 200, "lr": 0.0216, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.80625, "top5_acc": 0.9675, "loss_cls": 1.04532, "loss": 1.04532, "time": 0.22557} +{"mode": "train", "epoch": 37, "iter": 300, "lr": 0.02159, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8225, "top5_acc": 0.975, "loss_cls": 0.96618, "loss": 0.96618, "time": 0.22604} +{"mode": "train", "epoch": 37, "iter": 400, "lr": 0.02158, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83, "top5_acc": 0.97562, "loss_cls": 0.9743, "loss": 0.9743, "time": 0.22698} +{"mode": "train", "epoch": 37, "iter": 500, "lr": 0.02158, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.81812, "top5_acc": 0.97188, "loss_cls": 0.98053, "loss": 0.98053, "time": 0.22819} +{"mode": "train", "epoch": 37, "iter": 600, "lr": 0.02157, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81688, "top5_acc": 0.97812, "loss_cls": 0.97055, "loss": 0.97055, "time": 0.22791} +{"mode": "train", "epoch": 37, "iter": 700, "lr": 0.02156, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81312, "top5_acc": 0.97375, "loss_cls": 1.0082, "loss": 1.0082, "time": 0.22675} +{"mode": "train", "epoch": 37, "iter": 800, "lr": 0.02155, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.80625, "top5_acc": 0.96938, "loss_cls": 1.0118, "loss": 1.0118, "time": 0.22663} +{"mode": "train", "epoch": 37, "iter": 900, "lr": 0.02155, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80562, "top5_acc": 0.97, "loss_cls": 1.10303, "loss": 1.10303, "time": 0.22604} +{"mode": "train", "epoch": 37, "iter": 1000, "lr": 0.02154, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.7975, "top5_acc": 0.97312, "loss_cls": 1.06755, "loss": 1.06755, "time": 0.22722} +{"mode": "train", "epoch": 37, "iter": 1100, "lr": 0.02153, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.80875, "top5_acc": 0.97, "loss_cls": 1.04713, "loss": 1.04713, "time": 0.22632} +{"mode": "train", "epoch": 37, "iter": 1200, "lr": 0.02153, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80625, "top5_acc": 0.97062, "loss_cls": 1.02731, "loss": 1.02731, "time": 0.22594} +{"mode": "train", "epoch": 37, "iter": 1300, "lr": 0.02152, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.78, "top5_acc": 0.9675, "loss_cls": 1.14299, "loss": 1.14299, "time": 0.22571} +{"mode": "train", "epoch": 37, "iter": 1400, "lr": 0.02151, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80875, "top5_acc": 0.9725, "loss_cls": 1.04802, "loss": 1.04802, "time": 0.22614} +{"mode": "train", "epoch": 37, "iter": 1500, "lr": 0.0215, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80562, "top5_acc": 0.97375, "loss_cls": 1.01284, "loss": 1.01284, "time": 0.22635} +{"mode": "train", "epoch": 37, "iter": 1600, "lr": 0.0215, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.79625, "top5_acc": 0.96938, "loss_cls": 1.09245, "loss": 1.09245, "time": 0.22583} +{"mode": "train", "epoch": 37, "iter": 1700, "lr": 0.02149, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7775, "top5_acc": 0.96188, "loss_cls": 1.14396, "loss": 1.14396, "time": 0.22595} +{"mode": "train", "epoch": 37, "iter": 1800, "lr": 0.02148, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81688, "top5_acc": 0.96688, "loss_cls": 1.05238, "loss": 1.05238, "time": 0.22628} +{"mode": "train", "epoch": 37, "iter": 1900, "lr": 0.02148, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80375, "top5_acc": 0.96562, "loss_cls": 1.07421, "loss": 1.07421, "time": 0.22811} +{"mode": "train", "epoch": 37, "iter": 2000, "lr": 0.02147, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8025, "top5_acc": 0.97438, "loss_cls": 1.01285, "loss": 1.01285, "time": 0.22657} +{"mode": "train", "epoch": 37, "iter": 2100, "lr": 0.02146, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79375, "top5_acc": 0.96938, "loss_cls": 1.08936, "loss": 1.08936, "time": 0.22573} +{"mode": "train", "epoch": 37, "iter": 2200, "lr": 0.02145, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79375, "top5_acc": 0.96125, "loss_cls": 1.08756, "loss": 1.08756, "time": 0.22599} +{"mode": "train", "epoch": 37, "iter": 2300, "lr": 0.02145, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.79625, "top5_acc": 0.96562, "loss_cls": 1.08713, "loss": 1.08713, "time": 0.22612} +{"mode": "train", "epoch": 37, "iter": 2400, "lr": 0.02144, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79875, "top5_acc": 0.975, "loss_cls": 1.07059, "loss": 1.07059, "time": 0.22579} +{"mode": "train", "epoch": 37, "iter": 2500, "lr": 0.02143, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79938, "top5_acc": 0.97, "loss_cls": 1.04619, "loss": 1.04619, "time": 0.22563} +{"mode": "val", "epoch": 37, "iter": 1031, "lr": 0.02143, "top1_acc": 0.75587, "top5_acc": 0.94578} +{"mode": "train", "epoch": 38, "iter": 100, "lr": 0.02142, "memory": 6499, "data_time": 0.1866, "top1_acc": 0.7975, "top5_acc": 0.96625, "loss_cls": 1.1196, "loss": 1.1196, "time": 0.41315} +{"mode": "train", "epoch": 38, "iter": 200, "lr": 0.02142, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79375, "top5_acc": 0.9725, "loss_cls": 1.0946, "loss": 1.0946, "time": 0.22571} +{"mode": "train", "epoch": 38, "iter": 300, "lr": 0.02141, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79312, "top5_acc": 0.96625, "loss_cls": 1.10347, "loss": 1.10347, "time": 0.22678} +{"mode": "train", "epoch": 38, "iter": 400, "lr": 0.0214, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81, "top5_acc": 0.97062, "loss_cls": 1.04663, "loss": 1.04663, "time": 0.22601} +{"mode": "train", "epoch": 38, "iter": 500, "lr": 0.02139, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.79938, "top5_acc": 0.9675, "loss_cls": 1.05151, "loss": 1.05151, "time": 0.22736} +{"mode": "train", "epoch": 38, "iter": 600, "lr": 0.02139, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.80812, "top5_acc": 0.96812, "loss_cls": 1.02177, "loss": 1.02177, "time": 0.22853} +{"mode": "train", "epoch": 38, "iter": 700, "lr": 0.02138, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8175, "top5_acc": 0.97375, "loss_cls": 0.99224, "loss": 0.99224, "time": 0.22707} +{"mode": "train", "epoch": 38, "iter": 800, "lr": 0.02137, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.795, "top5_acc": 0.96562, "loss_cls": 1.14015, "loss": 1.14015, "time": 0.22772} +{"mode": "train", "epoch": 38, "iter": 900, "lr": 0.02136, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.815, "top5_acc": 0.97812, "loss_cls": 0.98173, "loss": 0.98173, "time": 0.22731} +{"mode": "train", "epoch": 38, "iter": 1000, "lr": 0.02136, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.80562, "top5_acc": 0.96562, "loss_cls": 1.09417, "loss": 1.09417, "time": 0.22857} +{"mode": "train", "epoch": 38, "iter": 1100, "lr": 0.02135, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.8025, "top5_acc": 0.96875, "loss_cls": 1.05848, "loss": 1.05848, "time": 0.22775} +{"mode": "train", "epoch": 38, "iter": 1200, "lr": 0.02134, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80875, "top5_acc": 0.97375, "loss_cls": 1.0341, "loss": 1.0341, "time": 0.22733} +{"mode": "train", "epoch": 38, "iter": 1300, "lr": 0.02134, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80375, "top5_acc": 0.9725, "loss_cls": 1.03465, "loss": 1.03465, "time": 0.22792} +{"mode": "train", "epoch": 38, "iter": 1400, "lr": 0.02133, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83125, "top5_acc": 0.97125, "loss_cls": 0.94057, "loss": 0.94057, "time": 0.22555} +{"mode": "train", "epoch": 38, "iter": 1500, "lr": 0.02132, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81875, "top5_acc": 0.97625, "loss_cls": 0.98799, "loss": 0.98799, "time": 0.22718} +{"mode": "train", "epoch": 38, "iter": 1600, "lr": 0.02131, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.7925, "top5_acc": 0.97312, "loss_cls": 1.05668, "loss": 1.05668, "time": 0.22767} +{"mode": "train", "epoch": 38, "iter": 1700, "lr": 0.02131, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79938, "top5_acc": 0.975, "loss_cls": 1.0448, "loss": 1.0448, "time": 0.22736} +{"mode": "train", "epoch": 38, "iter": 1800, "lr": 0.0213, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81438, "top5_acc": 0.96688, "loss_cls": 1.02946, "loss": 1.02946, "time": 0.2276} +{"mode": "train", "epoch": 38, "iter": 1900, "lr": 0.02129, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80438, "top5_acc": 0.97625, "loss_cls": 1.04943, "loss": 1.04943, "time": 0.22579} +{"mode": "train", "epoch": 38, "iter": 2000, "lr": 0.02128, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80312, "top5_acc": 0.96938, "loss_cls": 1.07043, "loss": 1.07043, "time": 0.2268} +{"mode": "train", "epoch": 38, "iter": 2100, "lr": 0.02128, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81562, "top5_acc": 0.97312, "loss_cls": 1.00671, "loss": 1.00671, "time": 0.22785} +{"mode": "train", "epoch": 38, "iter": 2200, "lr": 0.02127, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79812, "top5_acc": 0.97, "loss_cls": 1.12321, "loss": 1.12321, "time": 0.22769} +{"mode": "train", "epoch": 38, "iter": 2300, "lr": 0.02126, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79438, "top5_acc": 0.96688, "loss_cls": 1.06386, "loss": 1.06386, "time": 0.2272} +{"mode": "train", "epoch": 38, "iter": 2400, "lr": 0.02125, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80562, "top5_acc": 0.96875, "loss_cls": 1.05757, "loss": 1.05757, "time": 0.22633} +{"mode": "train", "epoch": 38, "iter": 2500, "lr": 0.02125, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80188, "top5_acc": 0.96625, "loss_cls": 1.09053, "loss": 1.09053, "time": 0.22665} +{"mode": "val", "epoch": 38, "iter": 1031, "lr": 0.02125, "top1_acc": 0.71262, "top5_acc": 0.94608} +{"mode": "train", "epoch": 39, "iter": 100, "lr": 0.02124, "memory": 6499, "data_time": 0.18414, "top1_acc": 0.80812, "top5_acc": 0.97438, "loss_cls": 0.99394, "loss": 0.99394, "time": 0.41002} +{"mode": "train", "epoch": 39, "iter": 200, "lr": 0.02123, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80875, "top5_acc": 0.97125, "loss_cls": 1.06379, "loss": 1.06379, "time": 0.22575} +{"mode": "train", "epoch": 39, "iter": 300, "lr": 0.02122, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82312, "top5_acc": 0.97125, "loss_cls": 0.964, "loss": 0.964, "time": 0.22585} +{"mode": "train", "epoch": 39, "iter": 400, "lr": 0.02122, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.81062, "top5_acc": 0.97875, "loss_cls": 0.9944, "loss": 0.9944, "time": 0.22763} +{"mode": "train", "epoch": 39, "iter": 500, "lr": 0.02121, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81312, "top5_acc": 0.965, "loss_cls": 1.0794, "loss": 1.0794, "time": 0.22703} +{"mode": "train", "epoch": 39, "iter": 600, "lr": 0.0212, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.79438, "top5_acc": 0.97125, "loss_cls": 1.05849, "loss": 1.05849, "time": 0.2273} +{"mode": "train", "epoch": 39, "iter": 700, "lr": 0.02119, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81188, "top5_acc": 0.96875, "loss_cls": 1.01151, "loss": 1.01151, "time": 0.22785} +{"mode": "train", "epoch": 39, "iter": 800, "lr": 0.02119, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81062, "top5_acc": 0.97438, "loss_cls": 1.02501, "loss": 1.02501, "time": 0.22738} +{"mode": "train", "epoch": 39, "iter": 900, "lr": 0.02118, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8375, "top5_acc": 0.97125, "loss_cls": 0.93286, "loss": 0.93286, "time": 0.22686} +{"mode": "train", "epoch": 39, "iter": 1000, "lr": 0.02117, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79312, "top5_acc": 0.965, "loss_cls": 1.08986, "loss": 1.08986, "time": 0.22634} +{"mode": "train", "epoch": 39, "iter": 1100, "lr": 0.02116, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8125, "top5_acc": 0.98, "loss_cls": 1.01698, "loss": 1.01698, "time": 0.22642} +{"mode": "train", "epoch": 39, "iter": 1200, "lr": 0.02116, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78188, "top5_acc": 0.9575, "loss_cls": 1.16151, "loss": 1.16151, "time": 0.22777} +{"mode": "train", "epoch": 39, "iter": 1300, "lr": 0.02115, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80625, "top5_acc": 0.96875, "loss_cls": 1.04162, "loss": 1.04162, "time": 0.22648} +{"mode": "train", "epoch": 39, "iter": 1400, "lr": 0.02114, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80438, "top5_acc": 0.97625, "loss_cls": 1.04031, "loss": 1.04031, "time": 0.2267} +{"mode": "train", "epoch": 39, "iter": 1500, "lr": 0.02113, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79312, "top5_acc": 0.97062, "loss_cls": 1.06093, "loss": 1.06093, "time": 0.22646} +{"mode": "train", "epoch": 39, "iter": 1600, "lr": 0.02113, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.80688, "top5_acc": 0.975, "loss_cls": 1.04035, "loss": 1.04035, "time": 0.2272} +{"mode": "train", "epoch": 39, "iter": 1700, "lr": 0.02112, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.78938, "top5_acc": 0.96812, "loss_cls": 1.06302, "loss": 1.06302, "time": 0.22618} +{"mode": "train", "epoch": 39, "iter": 1800, "lr": 0.02111, "memory": 6499, "data_time": 0.00057, "top1_acc": 0.8025, "top5_acc": 0.97062, "loss_cls": 1.02871, "loss": 1.02871, "time": 0.22793} +{"mode": "train", "epoch": 39, "iter": 1900, "lr": 0.0211, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79375, "top5_acc": 0.96812, "loss_cls": 1.09539, "loss": 1.09539, "time": 0.22652} +{"mode": "train", "epoch": 39, "iter": 2000, "lr": 0.0211, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80562, "top5_acc": 0.96625, "loss_cls": 1.02867, "loss": 1.02867, "time": 0.22493} +{"mode": "train", "epoch": 39, "iter": 2100, "lr": 0.02109, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80562, "top5_acc": 0.97062, "loss_cls": 1.03263, "loss": 1.03263, "time": 0.22597} +{"mode": "train", "epoch": 39, "iter": 2200, "lr": 0.02108, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.79312, "top5_acc": 0.97188, "loss_cls": 1.12053, "loss": 1.12053, "time": 0.22744} +{"mode": "train", "epoch": 39, "iter": 2300, "lr": 0.02107, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80875, "top5_acc": 0.97188, "loss_cls": 1.05412, "loss": 1.05412, "time": 0.22689} +{"mode": "train", "epoch": 39, "iter": 2400, "lr": 0.02106, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.82312, "top5_acc": 0.98312, "loss_cls": 0.93254, "loss": 0.93254, "time": 0.22686} +{"mode": "train", "epoch": 39, "iter": 2500, "lr": 0.02106, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81688, "top5_acc": 0.96625, "loss_cls": 1.01766, "loss": 1.01766, "time": 0.22687} +{"mode": "val", "epoch": 39, "iter": 1031, "lr": 0.02106, "top1_acc": 0.75375, "top5_acc": 0.95299} +{"mode": "train", "epoch": 40, "iter": 100, "lr": 0.02105, "memory": 6499, "data_time": 0.18705, "top1_acc": 0.82125, "top5_acc": 0.97062, "loss_cls": 0.97334, "loss": 0.97334, "time": 0.41337} +{"mode": "train", "epoch": 40, "iter": 200, "lr": 0.02104, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80625, "top5_acc": 0.97188, "loss_cls": 1.01366, "loss": 1.01366, "time": 0.22679} +{"mode": "train", "epoch": 40, "iter": 300, "lr": 0.02103, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81062, "top5_acc": 0.97188, "loss_cls": 0.99564, "loss": 0.99564, "time": 0.2261} +{"mode": "train", "epoch": 40, "iter": 400, "lr": 0.02103, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80188, "top5_acc": 0.97562, "loss_cls": 0.98436, "loss": 0.98436, "time": 0.22635} +{"mode": "train", "epoch": 40, "iter": 500, "lr": 0.02102, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80125, "top5_acc": 0.96062, "loss_cls": 1.06244, "loss": 1.06244, "time": 0.22661} +{"mode": "train", "epoch": 40, "iter": 600, "lr": 0.02101, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.80062, "top5_acc": 0.97688, "loss_cls": 1.03373, "loss": 1.03373, "time": 0.22674} +{"mode": "train", "epoch": 40, "iter": 700, "lr": 0.021, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80688, "top5_acc": 0.96875, "loss_cls": 1.0117, "loss": 1.0117, "time": 0.22757} +{"mode": "train", "epoch": 40, "iter": 800, "lr": 0.021, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81875, "top5_acc": 0.97438, "loss_cls": 0.96248, "loss": 0.96248, "time": 0.22632} +{"mode": "train", "epoch": 40, "iter": 900, "lr": 0.02099, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8125, "top5_acc": 0.96938, "loss_cls": 1.02634, "loss": 1.02634, "time": 0.22664} +{"mode": "train", "epoch": 40, "iter": 1000, "lr": 0.02098, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8075, "top5_acc": 0.97, "loss_cls": 1.03039, "loss": 1.03039, "time": 0.22816} +{"mode": "train", "epoch": 40, "iter": 1100, "lr": 0.02097, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80562, "top5_acc": 0.9675, "loss_cls": 1.03627, "loss": 1.03627, "time": 0.22714} +{"mode": "train", "epoch": 40, "iter": 1200, "lr": 0.02097, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81125, "top5_acc": 0.96938, "loss_cls": 1.01607, "loss": 1.01607, "time": 0.22649} +{"mode": "train", "epoch": 40, "iter": 1300, "lr": 0.02096, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80812, "top5_acc": 0.96812, "loss_cls": 1.0369, "loss": 1.0369, "time": 0.22618} +{"mode": "train", "epoch": 40, "iter": 1400, "lr": 0.02095, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79438, "top5_acc": 0.96812, "loss_cls": 1.08167, "loss": 1.08167, "time": 0.22595} +{"mode": "train", "epoch": 40, "iter": 1500, "lr": 0.02094, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79125, "top5_acc": 0.96625, "loss_cls": 1.09643, "loss": 1.09643, "time": 0.2264} +{"mode": "train", "epoch": 40, "iter": 1600, "lr": 0.02093, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81188, "top5_acc": 0.9625, "loss_cls": 1.06748, "loss": 1.06748, "time": 0.22577} +{"mode": "train", "epoch": 40, "iter": 1700, "lr": 0.02093, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81125, "top5_acc": 0.96875, "loss_cls": 0.99166, "loss": 0.99166, "time": 0.22572} +{"mode": "train", "epoch": 40, "iter": 1800, "lr": 0.02092, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81, "top5_acc": 0.97375, "loss_cls": 0.99966, "loss": 0.99966, "time": 0.22765} +{"mode": "train", "epoch": 40, "iter": 1900, "lr": 0.02091, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8025, "top5_acc": 0.96938, "loss_cls": 1.05993, "loss": 1.05993, "time": 0.22614} +{"mode": "train", "epoch": 40, "iter": 2000, "lr": 0.0209, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81188, "top5_acc": 0.975, "loss_cls": 0.98472, "loss": 0.98472, "time": 0.22759} +{"mode": "train", "epoch": 40, "iter": 2100, "lr": 0.0209, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.79938, "top5_acc": 0.97, "loss_cls": 1.02105, "loss": 1.02105, "time": 0.2274} +{"mode": "train", "epoch": 40, "iter": 2200, "lr": 0.02089, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80125, "top5_acc": 0.97688, "loss_cls": 1.04807, "loss": 1.04807, "time": 0.22692} +{"mode": "train", "epoch": 40, "iter": 2300, "lr": 0.02088, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.78938, "top5_acc": 0.96938, "loss_cls": 1.11684, "loss": 1.11684, "time": 0.22693} +{"mode": "train", "epoch": 40, "iter": 2400, "lr": 0.02087, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.8125, "top5_acc": 0.97438, "loss_cls": 1.0018, "loss": 1.0018, "time": 0.22732} +{"mode": "train", "epoch": 40, "iter": 2500, "lr": 0.02086, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.81062, "top5_acc": 0.975, "loss_cls": 1.02328, "loss": 1.02328, "time": 0.22722} +{"mode": "val", "epoch": 40, "iter": 1031, "lr": 0.02086, "top1_acc": 0.75836, "top5_acc": 0.95506} +{"mode": "train", "epoch": 41, "iter": 100, "lr": 0.02086, "memory": 6499, "data_time": 0.1837, "top1_acc": 0.80688, "top5_acc": 0.97188, "loss_cls": 1.01535, "loss": 1.01535, "time": 0.41087} +{"mode": "train", "epoch": 41, "iter": 200, "lr": 0.02085, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82438, "top5_acc": 0.97375, "loss_cls": 0.93822, "loss": 0.93822, "time": 0.22705} +{"mode": "train", "epoch": 41, "iter": 300, "lr": 0.02084, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.815, "top5_acc": 0.97125, "loss_cls": 0.97329, "loss": 0.97329, "time": 0.22743} +{"mode": "train", "epoch": 41, "iter": 400, "lr": 0.02083, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82438, "top5_acc": 0.97438, "loss_cls": 0.92694, "loss": 0.92694, "time": 0.22541} +{"mode": "train", "epoch": 41, "iter": 500, "lr": 0.02083, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79438, "top5_acc": 0.97562, "loss_cls": 1.04158, "loss": 1.04158, "time": 0.22643} +{"mode": "train", "epoch": 41, "iter": 600, "lr": 0.02082, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.81938, "top5_acc": 0.97875, "loss_cls": 0.93632, "loss": 0.93632, "time": 0.22748} +{"mode": "train", "epoch": 41, "iter": 700, "lr": 0.02081, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.7875, "top5_acc": 0.97188, "loss_cls": 1.07621, "loss": 1.07621, "time": 0.22639} +{"mode": "train", "epoch": 41, "iter": 800, "lr": 0.0208, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80688, "top5_acc": 0.97438, "loss_cls": 1.02738, "loss": 1.02738, "time": 0.22675} +{"mode": "train", "epoch": 41, "iter": 900, "lr": 0.02079, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.78938, "top5_acc": 0.96562, "loss_cls": 1.10637, "loss": 1.10637, "time": 0.22756} +{"mode": "train", "epoch": 41, "iter": 1000, "lr": 0.02079, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81188, "top5_acc": 0.96312, "loss_cls": 1.04745, "loss": 1.04745, "time": 0.22692} +{"mode": "train", "epoch": 41, "iter": 1100, "lr": 0.02078, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81438, "top5_acc": 0.9725, "loss_cls": 1.00488, "loss": 1.00488, "time": 0.22619} +{"mode": "train", "epoch": 41, "iter": 1200, "lr": 0.02077, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81062, "top5_acc": 0.97062, "loss_cls": 1.04282, "loss": 1.04282, "time": 0.22633} +{"mode": "train", "epoch": 41, "iter": 1300, "lr": 0.02076, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.81, "top5_acc": 0.97625, "loss_cls": 1.01416, "loss": 1.01416, "time": 0.22619} +{"mode": "train", "epoch": 41, "iter": 1400, "lr": 0.02075, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81438, "top5_acc": 0.97438, "loss_cls": 0.9799, "loss": 0.9799, "time": 0.22572} +{"mode": "train", "epoch": 41, "iter": 1500, "lr": 0.02075, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81938, "top5_acc": 0.98438, "loss_cls": 0.92594, "loss": 0.92594, "time": 0.22647} +{"mode": "train", "epoch": 41, "iter": 1600, "lr": 0.02074, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80125, "top5_acc": 0.96938, "loss_cls": 1.03532, "loss": 1.03532, "time": 0.22663} +{"mode": "train", "epoch": 41, "iter": 1700, "lr": 0.02073, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8225, "top5_acc": 0.97438, "loss_cls": 0.98936, "loss": 0.98936, "time": 0.22627} +{"mode": "train", "epoch": 41, "iter": 1800, "lr": 0.02072, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79375, "top5_acc": 0.97375, "loss_cls": 1.03346, "loss": 1.03346, "time": 0.22637} +{"mode": "train", "epoch": 41, "iter": 1900, "lr": 0.02072, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79938, "top5_acc": 0.9725, "loss_cls": 1.03423, "loss": 1.03423, "time": 0.22678} +{"mode": "train", "epoch": 41, "iter": 2000, "lr": 0.02071, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79562, "top5_acc": 0.9675, "loss_cls": 1.11728, "loss": 1.11728, "time": 0.22596} +{"mode": "train", "epoch": 41, "iter": 2100, "lr": 0.0207, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82375, "top5_acc": 0.975, "loss_cls": 0.97399, "loss": 0.97399, "time": 0.22632} +{"mode": "train", "epoch": 41, "iter": 2200, "lr": 0.02069, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8025, "top5_acc": 0.96938, "loss_cls": 1.05575, "loss": 1.05575, "time": 0.22582} +{"mode": "train", "epoch": 41, "iter": 2300, "lr": 0.02068, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80312, "top5_acc": 0.97688, "loss_cls": 1.02666, "loss": 1.02666, "time": 0.22728} +{"mode": "train", "epoch": 41, "iter": 2400, "lr": 0.02068, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8075, "top5_acc": 0.97, "loss_cls": 1.01307, "loss": 1.01307, "time": 0.22709} +{"mode": "train", "epoch": 41, "iter": 2500, "lr": 0.02067, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.795, "top5_acc": 0.97312, "loss_cls": 1.06412, "loss": 1.06412, "time": 0.2268} +{"mode": "val", "epoch": 41, "iter": 1031, "lr": 0.02067, "top1_acc": 0.75914, "top5_acc": 0.95785} +{"mode": "train", "epoch": 42, "iter": 100, "lr": 0.02066, "memory": 6499, "data_time": 0.181, "top1_acc": 0.81688, "top5_acc": 0.97, "loss_cls": 1.00849, "loss": 1.00849, "time": 0.40777} +{"mode": "train", "epoch": 42, "iter": 200, "lr": 0.02065, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80875, "top5_acc": 0.97625, "loss_cls": 1.00834, "loss": 1.00834, "time": 0.22535} +{"mode": "train", "epoch": 42, "iter": 300, "lr": 0.02064, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.81125, "top5_acc": 0.96812, "loss_cls": 0.99865, "loss": 0.99865, "time": 0.22656} +{"mode": "train", "epoch": 42, "iter": 400, "lr": 0.02064, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8125, "top5_acc": 0.9775, "loss_cls": 0.99846, "loss": 0.99846, "time": 0.22631} +{"mode": "train", "epoch": 42, "iter": 500, "lr": 0.02063, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80938, "top5_acc": 0.97438, "loss_cls": 1.03291, "loss": 1.03291, "time": 0.22626} +{"mode": "train", "epoch": 42, "iter": 600, "lr": 0.02062, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81438, "top5_acc": 0.96938, "loss_cls": 1.00995, "loss": 1.00995, "time": 0.2259} +{"mode": "train", "epoch": 42, "iter": 700, "lr": 0.02061, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81562, "top5_acc": 0.9725, "loss_cls": 1.00138, "loss": 1.00138, "time": 0.2263} +{"mode": "train", "epoch": 42, "iter": 800, "lr": 0.0206, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81312, "top5_acc": 0.97875, "loss_cls": 0.94702, "loss": 0.94702, "time": 0.22594} +{"mode": "train", "epoch": 42, "iter": 900, "lr": 0.0206, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83188, "top5_acc": 0.97125, "loss_cls": 0.96513, "loss": 0.96513, "time": 0.22637} +{"mode": "train", "epoch": 42, "iter": 1000, "lr": 0.02059, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.78812, "top5_acc": 0.975, "loss_cls": 1.05951, "loss": 1.05951, "time": 0.22701} +{"mode": "train", "epoch": 42, "iter": 1100, "lr": 0.02058, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81375, "top5_acc": 0.96625, "loss_cls": 1.08505, "loss": 1.08505, "time": 0.22668} +{"mode": "train", "epoch": 42, "iter": 1200, "lr": 0.02057, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80875, "top5_acc": 0.98, "loss_cls": 0.98214, "loss": 0.98214, "time": 0.22675} +{"mode": "train", "epoch": 42, "iter": 1300, "lr": 0.02056, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.7925, "top5_acc": 0.97375, "loss_cls": 1.07813, "loss": 1.07813, "time": 0.22711} +{"mode": "train", "epoch": 42, "iter": 1400, "lr": 0.02056, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.81, "top5_acc": 0.97312, "loss_cls": 1.01303, "loss": 1.01303, "time": 0.22787} +{"mode": "train", "epoch": 42, "iter": 1500, "lr": 0.02055, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80125, "top5_acc": 0.97688, "loss_cls": 1.01445, "loss": 1.01445, "time": 0.22697} +{"mode": "train", "epoch": 42, "iter": 1600, "lr": 0.02054, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8275, "top5_acc": 0.97312, "loss_cls": 0.93827, "loss": 0.93827, "time": 0.22612} +{"mode": "train", "epoch": 42, "iter": 1700, "lr": 0.02053, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80312, "top5_acc": 0.97375, "loss_cls": 1.02775, "loss": 1.02775, "time": 0.22683} +{"mode": "train", "epoch": 42, "iter": 1800, "lr": 0.02052, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.79938, "top5_acc": 0.96938, "loss_cls": 1.09071, "loss": 1.09071, "time": 0.22634} +{"mode": "train", "epoch": 42, "iter": 1900, "lr": 0.02052, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80062, "top5_acc": 0.97188, "loss_cls": 1.01444, "loss": 1.01444, "time": 0.22659} +{"mode": "train", "epoch": 42, "iter": 2000, "lr": 0.02051, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82438, "top5_acc": 0.97688, "loss_cls": 0.95598, "loss": 0.95598, "time": 0.22726} +{"mode": "train", "epoch": 42, "iter": 2100, "lr": 0.0205, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.82562, "top5_acc": 0.97625, "loss_cls": 0.95642, "loss": 0.95642, "time": 0.22701} +{"mode": "train", "epoch": 42, "iter": 2200, "lr": 0.02049, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80938, "top5_acc": 0.97562, "loss_cls": 1.02724, "loss": 1.02724, "time": 0.22704} +{"mode": "train", "epoch": 42, "iter": 2300, "lr": 0.02048, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80312, "top5_acc": 0.97, "loss_cls": 1.06966, "loss": 1.06966, "time": 0.22644} +{"mode": "train", "epoch": 42, "iter": 2400, "lr": 0.02048, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79812, "top5_acc": 0.97562, "loss_cls": 1.04412, "loss": 1.04412, "time": 0.22679} +{"mode": "train", "epoch": 42, "iter": 2500, "lr": 0.02047, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82375, "top5_acc": 0.9725, "loss_cls": 1.00593, "loss": 1.00593, "time": 0.22574} +{"mode": "val", "epoch": 42, "iter": 1031, "lr": 0.02047, "top1_acc": 0.76224, "top5_acc": 0.95281} +{"mode": "train", "epoch": 43, "iter": 100, "lr": 0.02046, "memory": 6499, "data_time": 0.18659, "top1_acc": 0.81062, "top5_acc": 0.97438, "loss_cls": 0.96666, "loss": 0.96666, "time": 0.41371} +{"mode": "train", "epoch": 43, "iter": 200, "lr": 0.02045, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80188, "top5_acc": 0.97562, "loss_cls": 1.00509, "loss": 1.00509, "time": 0.22568} +{"mode": "train", "epoch": 43, "iter": 300, "lr": 0.02044, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81812, "top5_acc": 0.975, "loss_cls": 0.96222, "loss": 0.96222, "time": 0.22662} +{"mode": "train", "epoch": 43, "iter": 400, "lr": 0.02044, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.7875, "top5_acc": 0.96938, "loss_cls": 1.01626, "loss": 1.01626, "time": 0.22874} +{"mode": "train", "epoch": 43, "iter": 500, "lr": 0.02043, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81125, "top5_acc": 0.97438, "loss_cls": 0.96703, "loss": 0.96703, "time": 0.22722} +{"mode": "train", "epoch": 43, "iter": 600, "lr": 0.02042, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81062, "top5_acc": 0.96, "loss_cls": 1.03134, "loss": 1.03134, "time": 0.22899} +{"mode": "train", "epoch": 43, "iter": 700, "lr": 0.02041, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80375, "top5_acc": 0.96875, "loss_cls": 1.05544, "loss": 1.05544, "time": 0.2282} +{"mode": "train", "epoch": 43, "iter": 800, "lr": 0.0204, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82562, "top5_acc": 0.97562, "loss_cls": 0.92892, "loss": 0.92892, "time": 0.22712} +{"mode": "train", "epoch": 43, "iter": 900, "lr": 0.0204, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81188, "top5_acc": 0.97562, "loss_cls": 0.96224, "loss": 0.96224, "time": 0.22794} +{"mode": "train", "epoch": 43, "iter": 1000, "lr": 0.02039, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80312, "top5_acc": 0.97062, "loss_cls": 1.01166, "loss": 1.01166, "time": 0.22695} +{"mode": "train", "epoch": 43, "iter": 1100, "lr": 0.02038, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81438, "top5_acc": 0.98, "loss_cls": 0.97848, "loss": 0.97848, "time": 0.22703} +{"mode": "train", "epoch": 43, "iter": 1200, "lr": 0.02037, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81438, "top5_acc": 0.97188, "loss_cls": 0.99731, "loss": 0.99731, "time": 0.22715} +{"mode": "train", "epoch": 43, "iter": 1300, "lr": 0.02036, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8175, "top5_acc": 0.97188, "loss_cls": 0.97108, "loss": 0.97108, "time": 0.22702} +{"mode": "train", "epoch": 43, "iter": 1400, "lr": 0.02035, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81062, "top5_acc": 0.97812, "loss_cls": 0.96207, "loss": 0.96207, "time": 0.22697} +{"mode": "train", "epoch": 43, "iter": 1500, "lr": 0.02035, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81875, "top5_acc": 0.97125, "loss_cls": 0.98574, "loss": 0.98574, "time": 0.22751} +{"mode": "train", "epoch": 43, "iter": 1600, "lr": 0.02034, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.80125, "top5_acc": 0.96375, "loss_cls": 1.06577, "loss": 1.06577, "time": 0.22761} +{"mode": "train", "epoch": 43, "iter": 1700, "lr": 0.02033, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.79812, "top5_acc": 0.96875, "loss_cls": 1.08206, "loss": 1.08206, "time": 0.22681} +{"mode": "train", "epoch": 43, "iter": 1800, "lr": 0.02032, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82062, "top5_acc": 0.97188, "loss_cls": 1.00906, "loss": 1.00906, "time": 0.22633} +{"mode": "train", "epoch": 43, "iter": 1900, "lr": 0.02031, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.79938, "top5_acc": 0.96438, "loss_cls": 1.09652, "loss": 1.09652, "time": 0.22685} +{"mode": "train", "epoch": 43, "iter": 2000, "lr": 0.02031, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.81312, "top5_acc": 0.96625, "loss_cls": 1.04339, "loss": 1.04339, "time": 0.227} +{"mode": "train", "epoch": 43, "iter": 2100, "lr": 0.0203, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.79625, "top5_acc": 0.9725, "loss_cls": 1.0115, "loss": 1.0115, "time": 0.22738} +{"mode": "train", "epoch": 43, "iter": 2200, "lr": 0.02029, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.80688, "top5_acc": 0.97562, "loss_cls": 1.04787, "loss": 1.04787, "time": 0.22708} +{"mode": "train", "epoch": 43, "iter": 2300, "lr": 0.02028, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8025, "top5_acc": 0.96875, "loss_cls": 1.02307, "loss": 1.02307, "time": 0.22675} +{"mode": "train", "epoch": 43, "iter": 2400, "lr": 0.02027, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81562, "top5_acc": 0.97062, "loss_cls": 0.96348, "loss": 0.96348, "time": 0.22736} +{"mode": "train", "epoch": 43, "iter": 2500, "lr": 0.02026, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83812, "top5_acc": 0.97188, "loss_cls": 0.93218, "loss": 0.93218, "time": 0.2271} +{"mode": "val", "epoch": 43, "iter": 1031, "lr": 0.02026, "top1_acc": 0.74246, "top5_acc": 0.95827} +{"mode": "train", "epoch": 44, "iter": 100, "lr": 0.02026, "memory": 6499, "data_time": 0.18065, "top1_acc": 0.8125, "top5_acc": 0.97062, "loss_cls": 0.97569, "loss": 0.97569, "time": 0.40708} +{"mode": "train", "epoch": 44, "iter": 200, "lr": 0.02025, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.81688, "top5_acc": 0.98125, "loss_cls": 0.93014, "loss": 0.93014, "time": 0.22656} +{"mode": "train", "epoch": 44, "iter": 300, "lr": 0.02024, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81, "top5_acc": 0.9675, "loss_cls": 1.01303, "loss": 1.01303, "time": 0.22617} +{"mode": "train", "epoch": 44, "iter": 400, "lr": 0.02023, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82125, "top5_acc": 0.97312, "loss_cls": 0.98393, "loss": 0.98393, "time": 0.22623} +{"mode": "train", "epoch": 44, "iter": 500, "lr": 0.02022, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.81125, "top5_acc": 0.975, "loss_cls": 0.99416, "loss": 0.99416, "time": 0.22747} +{"mode": "train", "epoch": 44, "iter": 600, "lr": 0.02022, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79562, "top5_acc": 0.9775, "loss_cls": 1.03179, "loss": 1.03179, "time": 0.22755} +{"mode": "train", "epoch": 44, "iter": 700, "lr": 0.02021, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82125, "top5_acc": 0.975, "loss_cls": 0.9307, "loss": 0.9307, "time": 0.22524} +{"mode": "train", "epoch": 44, "iter": 800, "lr": 0.0202, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81938, "top5_acc": 0.97312, "loss_cls": 0.89961, "loss": 0.89961, "time": 0.22597} +{"mode": "train", "epoch": 44, "iter": 900, "lr": 0.02019, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81375, "top5_acc": 0.97062, "loss_cls": 0.98305, "loss": 0.98305, "time": 0.2268} +{"mode": "train", "epoch": 44, "iter": 1000, "lr": 0.02018, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8, "top5_acc": 0.975, "loss_cls": 1.04444, "loss": 1.04444, "time": 0.22621} +{"mode": "train", "epoch": 44, "iter": 1100, "lr": 0.02017, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81438, "top5_acc": 0.97188, "loss_cls": 0.99865, "loss": 0.99865, "time": 0.22682} +{"mode": "train", "epoch": 44, "iter": 1200, "lr": 0.02017, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79562, "top5_acc": 0.97188, "loss_cls": 1.08465, "loss": 1.08465, "time": 0.22649} +{"mode": "train", "epoch": 44, "iter": 1300, "lr": 0.02016, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82, "top5_acc": 0.96625, "loss_cls": 1.00547, "loss": 1.00547, "time": 0.22625} +{"mode": "train", "epoch": 44, "iter": 1400, "lr": 0.02015, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82125, "top5_acc": 0.97125, "loss_cls": 0.97345, "loss": 0.97345, "time": 0.22813} +{"mode": "train", "epoch": 44, "iter": 1500, "lr": 0.02014, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.8125, "top5_acc": 0.96875, "loss_cls": 1.0628, "loss": 1.0628, "time": 0.22646} +{"mode": "train", "epoch": 44, "iter": 1600, "lr": 0.02013, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80562, "top5_acc": 0.9675, "loss_cls": 1.04074, "loss": 1.04074, "time": 0.22591} +{"mode": "train", "epoch": 44, "iter": 1700, "lr": 0.02012, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80812, "top5_acc": 0.9725, "loss_cls": 0.98667, "loss": 0.98667, "time": 0.22656} +{"mode": "train", "epoch": 44, "iter": 1800, "lr": 0.02012, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.80688, "top5_acc": 0.97062, "loss_cls": 1.00906, "loss": 1.00906, "time": 0.22642} +{"mode": "train", "epoch": 44, "iter": 1900, "lr": 0.02011, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83125, "top5_acc": 0.9725, "loss_cls": 0.92285, "loss": 0.92285, "time": 0.22655} +{"mode": "train", "epoch": 44, "iter": 2000, "lr": 0.0201, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82062, "top5_acc": 0.97625, "loss_cls": 0.95698, "loss": 0.95698, "time": 0.22625} +{"mode": "train", "epoch": 44, "iter": 2100, "lr": 0.02009, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80688, "top5_acc": 0.97062, "loss_cls": 1.01286, "loss": 1.01286, "time": 0.22576} +{"mode": "train", "epoch": 44, "iter": 2200, "lr": 0.02008, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80875, "top5_acc": 0.97812, "loss_cls": 0.99285, "loss": 0.99285, "time": 0.22629} +{"mode": "train", "epoch": 44, "iter": 2300, "lr": 0.02007, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8075, "top5_acc": 0.97125, "loss_cls": 1.01689, "loss": 1.01689, "time": 0.22582} +{"mode": "train", "epoch": 44, "iter": 2400, "lr": 0.02007, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.79812, "top5_acc": 0.96625, "loss_cls": 1.07322, "loss": 1.07322, "time": 0.22617} +{"mode": "train", "epoch": 44, "iter": 2500, "lr": 0.02006, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83188, "top5_acc": 0.97812, "loss_cls": 0.90942, "loss": 0.90942, "time": 0.22622} +{"mode": "val", "epoch": 44, "iter": 1031, "lr": 0.02006, "top1_acc": 0.77467, "top5_acc": 0.95318} +{"mode": "train", "epoch": 45, "iter": 100, "lr": 0.02005, "memory": 6499, "data_time": 0.18236, "top1_acc": 0.815, "top5_acc": 0.9725, "loss_cls": 0.9416, "loss": 0.9416, "time": 0.40785} +{"mode": "train", "epoch": 45, "iter": 200, "lr": 0.02004, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82125, "top5_acc": 0.975, "loss_cls": 0.91786, "loss": 0.91786, "time": 0.22638} +{"mode": "train", "epoch": 45, "iter": 300, "lr": 0.02003, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.80438, "top5_acc": 0.98, "loss_cls": 1.00783, "loss": 1.00783, "time": 0.22563} +{"mode": "train", "epoch": 45, "iter": 400, "lr": 0.02002, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79688, "top5_acc": 0.9675, "loss_cls": 1.06606, "loss": 1.06606, "time": 0.22549} +{"mode": "train", "epoch": 45, "iter": 500, "lr": 0.02002, "memory": 6499, "data_time": 0.00078, "top1_acc": 0.8225, "top5_acc": 0.97188, "loss_cls": 0.97145, "loss": 0.97145, "time": 0.22712} +{"mode": "train", "epoch": 45, "iter": 600, "lr": 0.02001, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81188, "top5_acc": 0.97375, "loss_cls": 0.99967, "loss": 0.99967, "time": 0.22639} +{"mode": "train", "epoch": 45, "iter": 700, "lr": 0.02, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82125, "top5_acc": 0.97688, "loss_cls": 0.96977, "loss": 0.96977, "time": 0.22582} +{"mode": "train", "epoch": 45, "iter": 800, "lr": 0.01999, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.80875, "top5_acc": 0.97625, "loss_cls": 1.01714, "loss": 1.01714, "time": 0.22696} +{"mode": "train", "epoch": 45, "iter": 900, "lr": 0.01998, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82938, "top5_acc": 0.97062, "loss_cls": 0.93882, "loss": 0.93882, "time": 0.22587} +{"mode": "train", "epoch": 45, "iter": 1000, "lr": 0.01997, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.81875, "top5_acc": 0.97438, "loss_cls": 0.96821, "loss": 0.96821, "time": 0.22637} +{"mode": "train", "epoch": 45, "iter": 1100, "lr": 0.01997, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80312, "top5_acc": 0.97312, "loss_cls": 1.02037, "loss": 1.02037, "time": 0.22529} +{"mode": "train", "epoch": 45, "iter": 1200, "lr": 0.01996, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.82562, "top5_acc": 0.9725, "loss_cls": 0.97728, "loss": 0.97728, "time": 0.22627} +{"mode": "train", "epoch": 45, "iter": 1300, "lr": 0.01995, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82312, "top5_acc": 0.97875, "loss_cls": 0.93219, "loss": 0.93219, "time": 0.22589} +{"mode": "train", "epoch": 45, "iter": 1400, "lr": 0.01994, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.805, "top5_acc": 0.97438, "loss_cls": 0.99395, "loss": 0.99395, "time": 0.22539} +{"mode": "train", "epoch": 45, "iter": 1500, "lr": 0.01993, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81562, "top5_acc": 0.97188, "loss_cls": 0.98789, "loss": 0.98789, "time": 0.22687} +{"mode": "train", "epoch": 45, "iter": 1600, "lr": 0.01992, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82688, "top5_acc": 0.97625, "loss_cls": 0.91223, "loss": 0.91223, "time": 0.22574} +{"mode": "train", "epoch": 45, "iter": 1700, "lr": 0.01992, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82062, "top5_acc": 0.975, "loss_cls": 0.93985, "loss": 0.93985, "time": 0.22742} +{"mode": "train", "epoch": 45, "iter": 1800, "lr": 0.01991, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.8325, "top5_acc": 0.9725, "loss_cls": 0.9218, "loss": 0.9218, "time": 0.22712} +{"mode": "train", "epoch": 45, "iter": 1900, "lr": 0.0199, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80188, "top5_acc": 0.96938, "loss_cls": 1.02819, "loss": 1.02819, "time": 0.22643} +{"mode": "train", "epoch": 45, "iter": 2000, "lr": 0.01989, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81, "top5_acc": 0.97438, "loss_cls": 1.02902, "loss": 1.02902, "time": 0.2255} +{"mode": "train", "epoch": 45, "iter": 2100, "lr": 0.01988, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81375, "top5_acc": 0.97062, "loss_cls": 1.02381, "loss": 1.02381, "time": 0.22626} +{"mode": "train", "epoch": 45, "iter": 2200, "lr": 0.01987, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8125, "top5_acc": 0.97188, "loss_cls": 0.96807, "loss": 0.96807, "time": 0.22763} +{"mode": "train", "epoch": 45, "iter": 2300, "lr": 0.01986, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.80625, "top5_acc": 0.96312, "loss_cls": 1.07761, "loss": 1.07761, "time": 0.22623} +{"mode": "train", "epoch": 45, "iter": 2400, "lr": 0.01986, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82312, "top5_acc": 0.97562, "loss_cls": 0.95623, "loss": 0.95623, "time": 0.22606} +{"mode": "train", "epoch": 45, "iter": 2500, "lr": 0.01985, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81562, "top5_acc": 0.9625, "loss_cls": 0.99893, "loss": 0.99893, "time": 0.22597} +{"mode": "val", "epoch": 45, "iter": 1031, "lr": 0.01985, "top1_acc": 0.75156, "top5_acc": 0.95372} +{"mode": "train", "epoch": 46, "iter": 100, "lr": 0.01984, "memory": 6499, "data_time": 0.18005, "top1_acc": 0.8175, "top5_acc": 0.97812, "loss_cls": 0.97055, "loss": 0.97055, "time": 0.40675} +{"mode": "train", "epoch": 46, "iter": 200, "lr": 0.01983, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82062, "top5_acc": 0.97188, "loss_cls": 0.96247, "loss": 0.96247, "time": 0.22719} +{"mode": "train", "epoch": 46, "iter": 300, "lr": 0.01982, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81188, "top5_acc": 0.98125, "loss_cls": 0.97628, "loss": 0.97628, "time": 0.22715} +{"mode": "train", "epoch": 46, "iter": 400, "lr": 0.01981, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83625, "top5_acc": 0.9775, "loss_cls": 0.87741, "loss": 0.87741, "time": 0.22702} +{"mode": "train", "epoch": 46, "iter": 500, "lr": 0.01981, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82312, "top5_acc": 0.9675, "loss_cls": 1.00168, "loss": 1.00168, "time": 0.22701} +{"mode": "train", "epoch": 46, "iter": 600, "lr": 0.0198, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80938, "top5_acc": 0.9775, "loss_cls": 0.96421, "loss": 0.96421, "time": 0.22656} +{"mode": "train", "epoch": 46, "iter": 700, "lr": 0.01979, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.81438, "top5_acc": 0.97688, "loss_cls": 0.94648, "loss": 0.94648, "time": 0.22663} +{"mode": "train", "epoch": 46, "iter": 800, "lr": 0.01978, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8075, "top5_acc": 0.97188, "loss_cls": 1.04226, "loss": 1.04226, "time": 0.22716} +{"mode": "train", "epoch": 46, "iter": 900, "lr": 0.01977, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80812, "top5_acc": 0.97625, "loss_cls": 0.98926, "loss": 0.98926, "time": 0.22668} +{"mode": "train", "epoch": 46, "iter": 1000, "lr": 0.01976, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83188, "top5_acc": 0.98438, "loss_cls": 0.90718, "loss": 0.90718, "time": 0.22624} +{"mode": "train", "epoch": 46, "iter": 1100, "lr": 0.01975, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82188, "top5_acc": 0.97438, "loss_cls": 0.94132, "loss": 0.94132, "time": 0.22528} +{"mode": "train", "epoch": 46, "iter": 1200, "lr": 0.01975, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83688, "top5_acc": 0.97688, "loss_cls": 0.89856, "loss": 0.89856, "time": 0.22608} +{"mode": "train", "epoch": 46, "iter": 1300, "lr": 0.01974, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81625, "top5_acc": 0.97125, "loss_cls": 0.96225, "loss": 0.96225, "time": 0.22589} +{"mode": "train", "epoch": 46, "iter": 1400, "lr": 0.01973, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.81938, "top5_acc": 0.98, "loss_cls": 0.95428, "loss": 0.95428, "time": 0.22631} +{"mode": "train", "epoch": 46, "iter": 1500, "lr": 0.01972, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.805, "top5_acc": 0.96812, "loss_cls": 1.03206, "loss": 1.03206, "time": 0.22754} +{"mode": "train", "epoch": 46, "iter": 1600, "lr": 0.01971, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80438, "top5_acc": 0.9725, "loss_cls": 1.00167, "loss": 1.00167, "time": 0.22811} +{"mode": "train", "epoch": 46, "iter": 1700, "lr": 0.0197, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82562, "top5_acc": 0.97188, "loss_cls": 0.93156, "loss": 0.93156, "time": 0.22683} +{"mode": "train", "epoch": 46, "iter": 1800, "lr": 0.01969, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8025, "top5_acc": 0.96625, "loss_cls": 1.06516, "loss": 1.06516, "time": 0.22578} +{"mode": "train", "epoch": 46, "iter": 1900, "lr": 0.01969, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81625, "top5_acc": 0.97375, "loss_cls": 0.9816, "loss": 0.9816, "time": 0.22585} +{"mode": "train", "epoch": 46, "iter": 2000, "lr": 0.01968, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81812, "top5_acc": 0.96625, "loss_cls": 1.00934, "loss": 1.00934, "time": 0.22667} +{"mode": "train", "epoch": 46, "iter": 2100, "lr": 0.01967, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80562, "top5_acc": 0.97438, "loss_cls": 1.02866, "loss": 1.02866, "time": 0.22706} +{"mode": "train", "epoch": 46, "iter": 2200, "lr": 0.01966, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8225, "top5_acc": 0.97375, "loss_cls": 1.01566, "loss": 1.01566, "time": 0.2266} +{"mode": "train", "epoch": 46, "iter": 2300, "lr": 0.01965, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80938, "top5_acc": 0.96562, "loss_cls": 1.02695, "loss": 1.02695, "time": 0.22781} +{"mode": "train", "epoch": 46, "iter": 2400, "lr": 0.01964, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.80562, "top5_acc": 0.97312, "loss_cls": 0.98674, "loss": 0.98674, "time": 0.22613} +{"mode": "train", "epoch": 46, "iter": 2500, "lr": 0.01963, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80125, "top5_acc": 0.96625, "loss_cls": 1.03711, "loss": 1.03711, "time": 0.22674} +{"mode": "val", "epoch": 46, "iter": 1031, "lr": 0.01963, "top1_acc": 0.75896, "top5_acc": 0.95876} +{"mode": "train", "epoch": 47, "iter": 100, "lr": 0.01963, "memory": 6499, "data_time": 0.18447, "top1_acc": 0.8325, "top5_acc": 0.98, "loss_cls": 0.89236, "loss": 0.89236, "time": 0.41061} +{"mode": "train", "epoch": 47, "iter": 200, "lr": 0.01962, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82562, "top5_acc": 0.97938, "loss_cls": 0.94872, "loss": 0.94872, "time": 0.22664} +{"mode": "train", "epoch": 47, "iter": 300, "lr": 0.01961, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81562, "top5_acc": 0.975, "loss_cls": 0.97228, "loss": 0.97228, "time": 0.22596} +{"mode": "train", "epoch": 47, "iter": 400, "lr": 0.0196, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80625, "top5_acc": 0.97312, "loss_cls": 0.98915, "loss": 0.98915, "time": 0.22603} +{"mode": "train", "epoch": 47, "iter": 500, "lr": 0.01959, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.79812, "top5_acc": 0.97688, "loss_cls": 1.0457, "loss": 1.0457, "time": 0.22621} +{"mode": "train", "epoch": 47, "iter": 600, "lr": 0.01958, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8025, "top5_acc": 0.97562, "loss_cls": 1.00846, "loss": 1.00846, "time": 0.22557} +{"mode": "train", "epoch": 47, "iter": 700, "lr": 0.01957, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81688, "top5_acc": 0.97938, "loss_cls": 0.94672, "loss": 0.94672, "time": 0.22773} +{"mode": "train", "epoch": 47, "iter": 800, "lr": 0.01957, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.82625, "top5_acc": 0.97438, "loss_cls": 0.95529, "loss": 0.95529, "time": 0.2277} +{"mode": "train", "epoch": 47, "iter": 900, "lr": 0.01956, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8025, "top5_acc": 0.97438, "loss_cls": 1.04556, "loss": 1.04556, "time": 0.22633} +{"mode": "train", "epoch": 47, "iter": 1000, "lr": 0.01955, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81438, "top5_acc": 0.97938, "loss_cls": 0.95952, "loss": 0.95952, "time": 0.22699} +{"mode": "train", "epoch": 47, "iter": 1100, "lr": 0.01954, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8075, "top5_acc": 0.97438, "loss_cls": 0.98802, "loss": 0.98802, "time": 0.22627} +{"mode": "train", "epoch": 47, "iter": 1200, "lr": 0.01953, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81875, "top5_acc": 0.96938, "loss_cls": 0.98474, "loss": 0.98474, "time": 0.2265} +{"mode": "train", "epoch": 47, "iter": 1300, "lr": 0.01952, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81875, "top5_acc": 0.96438, "loss_cls": 0.96847, "loss": 0.96847, "time": 0.22663} +{"mode": "train", "epoch": 47, "iter": 1400, "lr": 0.01951, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82812, "top5_acc": 0.97, "loss_cls": 0.95075, "loss": 0.95075, "time": 0.22657} +{"mode": "train", "epoch": 47, "iter": 1500, "lr": 0.0195, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.805, "top5_acc": 0.975, "loss_cls": 1.00301, "loss": 1.00301, "time": 0.22611} +{"mode": "train", "epoch": 47, "iter": 1600, "lr": 0.0195, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81375, "top5_acc": 0.96875, "loss_cls": 1.0191, "loss": 1.0191, "time": 0.22618} +{"mode": "train", "epoch": 47, "iter": 1700, "lr": 0.01949, "memory": 6499, "data_time": 0.00052, "top1_acc": 0.80812, "top5_acc": 0.96562, "loss_cls": 1.02708, "loss": 1.02708, "time": 0.22838} +{"mode": "train", "epoch": 47, "iter": 1800, "lr": 0.01948, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.80562, "top5_acc": 0.97375, "loss_cls": 1.04459, "loss": 1.04459, "time": 0.22681} +{"mode": "train", "epoch": 47, "iter": 1900, "lr": 0.01947, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81375, "top5_acc": 0.97375, "loss_cls": 0.98425, "loss": 0.98425, "time": 0.22636} +{"mode": "train", "epoch": 47, "iter": 2000, "lr": 0.01946, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81062, "top5_acc": 0.975, "loss_cls": 0.96759, "loss": 0.96759, "time": 0.2263} +{"mode": "train", "epoch": 47, "iter": 2100, "lr": 0.01945, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81312, "top5_acc": 0.97562, "loss_cls": 0.93114, "loss": 0.93114, "time": 0.2277} +{"mode": "train", "epoch": 47, "iter": 2200, "lr": 0.01944, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81562, "top5_acc": 0.97625, "loss_cls": 0.98756, "loss": 0.98756, "time": 0.22749} +{"mode": "train", "epoch": 47, "iter": 2300, "lr": 0.01944, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81438, "top5_acc": 0.97125, "loss_cls": 0.96687, "loss": 0.96687, "time": 0.22633} +{"mode": "train", "epoch": 47, "iter": 2400, "lr": 0.01943, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81312, "top5_acc": 0.97312, "loss_cls": 0.98845, "loss": 0.98845, "time": 0.22645} +{"mode": "train", "epoch": 47, "iter": 2500, "lr": 0.01942, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8325, "top5_acc": 0.97688, "loss_cls": 0.90712, "loss": 0.90712, "time": 0.22703} +{"mode": "val", "epoch": 47, "iter": 1031, "lr": 0.01942, "top1_acc": 0.61218, "top5_acc": 0.88785} +{"mode": "train", "epoch": 48, "iter": 100, "lr": 0.01941, "memory": 6499, "data_time": 0.17972, "top1_acc": 0.82625, "top5_acc": 0.97812, "loss_cls": 0.92489, "loss": 0.92489, "time": 0.40569} +{"mode": "train", "epoch": 48, "iter": 200, "lr": 0.0194, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81688, "top5_acc": 0.97562, "loss_cls": 0.99004, "loss": 0.99004, "time": 0.22559} +{"mode": "train", "epoch": 48, "iter": 300, "lr": 0.01939, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82562, "top5_acc": 0.97438, "loss_cls": 0.92495, "loss": 0.92495, "time": 0.22501} +{"mode": "train", "epoch": 48, "iter": 400, "lr": 0.01938, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80875, "top5_acc": 0.97812, "loss_cls": 0.96122, "loss": 0.96122, "time": 0.22786} +{"mode": "train", "epoch": 48, "iter": 500, "lr": 0.01937, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.81938, "top5_acc": 0.98438, "loss_cls": 0.90607, "loss": 0.90607, "time": 0.22762} +{"mode": "train", "epoch": 48, "iter": 600, "lr": 0.01937, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.82375, "top5_acc": 0.97562, "loss_cls": 0.94086, "loss": 0.94086, "time": 0.22743} +{"mode": "train", "epoch": 48, "iter": 700, "lr": 0.01936, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82062, "top5_acc": 0.97438, "loss_cls": 0.96522, "loss": 0.96522, "time": 0.22659} +{"mode": "train", "epoch": 48, "iter": 800, "lr": 0.01935, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82562, "top5_acc": 0.9825, "loss_cls": 0.92702, "loss": 0.92702, "time": 0.22821} +{"mode": "train", "epoch": 48, "iter": 900, "lr": 0.01934, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83, "top5_acc": 0.9725, "loss_cls": 0.90658, "loss": 0.90658, "time": 0.22561} +{"mode": "train", "epoch": 48, "iter": 1000, "lr": 0.01933, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82062, "top5_acc": 0.97625, "loss_cls": 0.93246, "loss": 0.93246, "time": 0.22577} +{"mode": "train", "epoch": 48, "iter": 1100, "lr": 0.01932, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81812, "top5_acc": 0.9675, "loss_cls": 0.97578, "loss": 0.97578, "time": 0.22637} +{"mode": "train", "epoch": 48, "iter": 1200, "lr": 0.01931, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81312, "top5_acc": 0.98, "loss_cls": 0.96439, "loss": 0.96439, "time": 0.22685} +{"mode": "train", "epoch": 48, "iter": 1300, "lr": 0.0193, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8275, "top5_acc": 0.975, "loss_cls": 0.93913, "loss": 0.93913, "time": 0.22642} +{"mode": "train", "epoch": 48, "iter": 1400, "lr": 0.0193, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80875, "top5_acc": 0.97438, "loss_cls": 0.99023, "loss": 0.99023, "time": 0.2259} +{"mode": "train", "epoch": 48, "iter": 1500, "lr": 0.01929, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81562, "top5_acc": 0.97188, "loss_cls": 0.95048, "loss": 0.95048, "time": 0.22772} +{"mode": "train", "epoch": 48, "iter": 1600, "lr": 0.01928, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8275, "top5_acc": 0.97688, "loss_cls": 0.92581, "loss": 0.92581, "time": 0.2265} +{"mode": "train", "epoch": 48, "iter": 1700, "lr": 0.01927, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.81562, "top5_acc": 0.97375, "loss_cls": 1.00895, "loss": 1.00895, "time": 0.2268} +{"mode": "train", "epoch": 48, "iter": 1800, "lr": 0.01926, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81312, "top5_acc": 0.97375, "loss_cls": 0.95681, "loss": 0.95681, "time": 0.22602} +{"mode": "train", "epoch": 48, "iter": 1900, "lr": 0.01925, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80625, "top5_acc": 0.96125, "loss_cls": 1.05707, "loss": 1.05707, "time": 0.22615} +{"mode": "train", "epoch": 48, "iter": 2000, "lr": 0.01924, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81562, "top5_acc": 0.9775, "loss_cls": 0.96242, "loss": 0.96242, "time": 0.2267} +{"mode": "train", "epoch": 48, "iter": 2100, "lr": 0.01923, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80375, "top5_acc": 0.97312, "loss_cls": 1.01142, "loss": 1.01142, "time": 0.22668} +{"mode": "train", "epoch": 48, "iter": 2200, "lr": 0.01922, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81812, "top5_acc": 0.97312, "loss_cls": 0.98213, "loss": 0.98213, "time": 0.22645} +{"mode": "train", "epoch": 48, "iter": 2300, "lr": 0.01922, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81562, "top5_acc": 0.96688, "loss_cls": 0.95375, "loss": 0.95375, "time": 0.2262} +{"mode": "train", "epoch": 48, "iter": 2400, "lr": 0.01921, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.82188, "top5_acc": 0.975, "loss_cls": 0.91934, "loss": 0.91934, "time": 0.22564} +{"mode": "train", "epoch": 48, "iter": 2500, "lr": 0.0192, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80188, "top5_acc": 0.97312, "loss_cls": 0.99619, "loss": 0.99619, "time": 0.22609} +{"mode": "val", "epoch": 48, "iter": 1031, "lr": 0.0192, "top1_acc": 0.76812, "top5_acc": 0.95281} +{"mode": "train", "epoch": 49, "iter": 100, "lr": 0.01919, "memory": 6499, "data_time": 0.18396, "top1_acc": 0.83188, "top5_acc": 0.97938, "loss_cls": 0.8926, "loss": 0.8926, "time": 0.40981} +{"mode": "train", "epoch": 49, "iter": 200, "lr": 0.01918, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83688, "top5_acc": 0.975, "loss_cls": 0.89924, "loss": 0.89924, "time": 0.22753} +{"mode": "train", "epoch": 49, "iter": 300, "lr": 0.01917, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.81625, "top5_acc": 0.975, "loss_cls": 0.97712, "loss": 0.97712, "time": 0.22596} +{"mode": "train", "epoch": 49, "iter": 400, "lr": 0.01916, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82062, "top5_acc": 0.98062, "loss_cls": 0.92232, "loss": 0.92232, "time": 0.22562} +{"mode": "train", "epoch": 49, "iter": 500, "lr": 0.01915, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82, "top5_acc": 0.97375, "loss_cls": 0.95259, "loss": 0.95259, "time": 0.22702} +{"mode": "train", "epoch": 49, "iter": 600, "lr": 0.01914, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81438, "top5_acc": 0.97938, "loss_cls": 0.96318, "loss": 0.96318, "time": 0.22809} +{"mode": "train", "epoch": 49, "iter": 700, "lr": 0.01914, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82125, "top5_acc": 0.96875, "loss_cls": 0.97465, "loss": 0.97465, "time": 0.22677} +{"mode": "train", "epoch": 49, "iter": 800, "lr": 0.01913, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81125, "top5_acc": 0.9675, "loss_cls": 1.01484, "loss": 1.01484, "time": 0.22719} +{"mode": "train", "epoch": 49, "iter": 900, "lr": 0.01912, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.82875, "top5_acc": 0.97625, "loss_cls": 0.90079, "loss": 0.90079, "time": 0.22664} +{"mode": "train", "epoch": 49, "iter": 1000, "lr": 0.01911, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82625, "top5_acc": 0.9725, "loss_cls": 0.91257, "loss": 0.91257, "time": 0.22588} +{"mode": "train", "epoch": 49, "iter": 1100, "lr": 0.0191, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81438, "top5_acc": 0.97625, "loss_cls": 0.97357, "loss": 0.97357, "time": 0.22622} +{"mode": "train", "epoch": 49, "iter": 1200, "lr": 0.01909, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81625, "top5_acc": 0.97, "loss_cls": 0.97398, "loss": 0.97398, "time": 0.22629} +{"mode": "train", "epoch": 49, "iter": 1300, "lr": 0.01908, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81062, "top5_acc": 0.97062, "loss_cls": 0.96006, "loss": 0.96006, "time": 0.2267} +{"mode": "train", "epoch": 49, "iter": 1400, "lr": 0.01907, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.80812, "top5_acc": 0.96812, "loss_cls": 0.99021, "loss": 0.99021, "time": 0.22603} +{"mode": "train", "epoch": 49, "iter": 1500, "lr": 0.01907, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.815, "top5_acc": 0.97938, "loss_cls": 0.99213, "loss": 0.99213, "time": 0.22556} +{"mode": "train", "epoch": 49, "iter": 1600, "lr": 0.01906, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81688, "top5_acc": 0.97438, "loss_cls": 0.98599, "loss": 0.98599, "time": 0.22851} +{"mode": "train", "epoch": 49, "iter": 1700, "lr": 0.01905, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82, "top5_acc": 0.96375, "loss_cls": 1.01118, "loss": 1.01118, "time": 0.22702} +{"mode": "train", "epoch": 49, "iter": 1800, "lr": 0.01904, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80562, "top5_acc": 0.96875, "loss_cls": 1.01784, "loss": 1.01784, "time": 0.22671} +{"mode": "train", "epoch": 49, "iter": 1900, "lr": 0.01903, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81625, "top5_acc": 0.97875, "loss_cls": 0.94114, "loss": 0.94114, "time": 0.22683} +{"mode": "train", "epoch": 49, "iter": 2000, "lr": 0.01902, "memory": 6499, "data_time": 0.00054, "top1_acc": 0.82062, "top5_acc": 0.97688, "loss_cls": 0.93738, "loss": 0.93738, "time": 0.2274} +{"mode": "train", "epoch": 49, "iter": 2100, "lr": 0.01901, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80312, "top5_acc": 0.97375, "loss_cls": 0.98195, "loss": 0.98195, "time": 0.22699} +{"mode": "train", "epoch": 49, "iter": 2200, "lr": 0.019, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82188, "top5_acc": 0.9725, "loss_cls": 0.93258, "loss": 0.93258, "time": 0.22666} +{"mode": "train", "epoch": 49, "iter": 2300, "lr": 0.01899, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82562, "top5_acc": 0.97938, "loss_cls": 0.92385, "loss": 0.92385, "time": 0.22624} +{"mode": "train", "epoch": 49, "iter": 2400, "lr": 0.01898, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81688, "top5_acc": 0.96875, "loss_cls": 0.98797, "loss": 0.98797, "time": 0.22589} +{"mode": "train", "epoch": 49, "iter": 2500, "lr": 0.01898, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80875, "top5_acc": 0.97375, "loss_cls": 0.98206, "loss": 0.98206, "time": 0.22602} +{"mode": "val", "epoch": 49, "iter": 1031, "lr": 0.01898, "top1_acc": 0.78626, "top5_acc": 0.96616} +{"mode": "train", "epoch": 50, "iter": 100, "lr": 0.01897, "memory": 6499, "data_time": 0.18384, "top1_acc": 0.8175, "top5_acc": 0.975, "loss_cls": 0.93379, "loss": 0.93379, "time": 0.41125} +{"mode": "train", "epoch": 50, "iter": 200, "lr": 0.01896, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.82688, "top5_acc": 0.97562, "loss_cls": 0.91453, "loss": 0.91453, "time": 0.22719} +{"mode": "train", "epoch": 50, "iter": 300, "lr": 0.01895, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84375, "top5_acc": 0.98125, "loss_cls": 0.86786, "loss": 0.86786, "time": 0.2264} +{"mode": "train", "epoch": 50, "iter": 400, "lr": 0.01894, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82625, "top5_acc": 0.9725, "loss_cls": 0.91521, "loss": 0.91521, "time": 0.22624} +{"mode": "train", "epoch": 50, "iter": 500, "lr": 0.01893, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82812, "top5_acc": 0.975, "loss_cls": 0.92204, "loss": 0.92204, "time": 0.22629} +{"mode": "train", "epoch": 50, "iter": 600, "lr": 0.01892, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81188, "top5_acc": 0.9725, "loss_cls": 0.98067, "loss": 0.98067, "time": 0.22599} +{"mode": "train", "epoch": 50, "iter": 700, "lr": 0.01891, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81188, "top5_acc": 0.97062, "loss_cls": 0.98426, "loss": 0.98426, "time": 0.2261} +{"mode": "train", "epoch": 50, "iter": 800, "lr": 0.0189, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.79562, "top5_acc": 0.96812, "loss_cls": 1.02689, "loss": 1.02689, "time": 0.22499} +{"mode": "train", "epoch": 50, "iter": 900, "lr": 0.01889, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81125, "top5_acc": 0.97, "loss_cls": 1.00398, "loss": 1.00398, "time": 0.22588} +{"mode": "train", "epoch": 50, "iter": 1000, "lr": 0.01889, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81125, "top5_acc": 0.9775, "loss_cls": 0.95425, "loss": 0.95425, "time": 0.22608} +{"mode": "train", "epoch": 50, "iter": 1100, "lr": 0.01888, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82625, "top5_acc": 0.9775, "loss_cls": 0.89042, "loss": 0.89042, "time": 0.22615} +{"mode": "train", "epoch": 50, "iter": 1200, "lr": 0.01887, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8325, "top5_acc": 0.97375, "loss_cls": 0.94247, "loss": 0.94247, "time": 0.22603} +{"mode": "train", "epoch": 50, "iter": 1300, "lr": 0.01886, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81188, "top5_acc": 0.97062, "loss_cls": 0.99362, "loss": 0.99362, "time": 0.22577} +{"mode": "train", "epoch": 50, "iter": 1400, "lr": 0.01885, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82, "top5_acc": 0.97188, "loss_cls": 0.97639, "loss": 0.97639, "time": 0.22589} +{"mode": "train", "epoch": 50, "iter": 1500, "lr": 0.01884, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83562, "top5_acc": 0.98062, "loss_cls": 0.88237, "loss": 0.88237, "time": 0.22618} +{"mode": "train", "epoch": 50, "iter": 1600, "lr": 0.01883, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8375, "top5_acc": 0.97375, "loss_cls": 0.89261, "loss": 0.89261, "time": 0.22568} +{"mode": "train", "epoch": 50, "iter": 1700, "lr": 0.01882, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81562, "top5_acc": 0.9775, "loss_cls": 0.95204, "loss": 0.95204, "time": 0.22547} +{"mode": "train", "epoch": 50, "iter": 1800, "lr": 0.01881, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81312, "top5_acc": 0.97375, "loss_cls": 0.97557, "loss": 0.97557, "time": 0.22648} +{"mode": "train", "epoch": 50, "iter": 1900, "lr": 0.0188, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83438, "top5_acc": 0.98188, "loss_cls": 0.85394, "loss": 0.85394, "time": 0.22587} +{"mode": "train", "epoch": 50, "iter": 2000, "lr": 0.0188, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82, "top5_acc": 0.9725, "loss_cls": 0.95983, "loss": 0.95983, "time": 0.22623} +{"mode": "train", "epoch": 50, "iter": 2100, "lr": 0.01879, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83188, "top5_acc": 0.97625, "loss_cls": 0.9041, "loss": 0.9041, "time": 0.22603} +{"mode": "train", "epoch": 50, "iter": 2200, "lr": 0.01878, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82625, "top5_acc": 0.97562, "loss_cls": 0.9276, "loss": 0.9276, "time": 0.22529} +{"mode": "train", "epoch": 50, "iter": 2300, "lr": 0.01877, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.79062, "top5_acc": 0.9675, "loss_cls": 1.0988, "loss": 1.0988, "time": 0.2251} +{"mode": "train", "epoch": 50, "iter": 2400, "lr": 0.01876, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.80375, "top5_acc": 0.96875, "loss_cls": 0.9881, "loss": 0.9881, "time": 0.22635} +{"mode": "train", "epoch": 50, "iter": 2500, "lr": 0.01875, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.80375, "top5_acc": 0.96688, "loss_cls": 1.04757, "loss": 1.04757, "time": 0.22647} +{"mode": "val", "epoch": 50, "iter": 1031, "lr": 0.01875, "top1_acc": 0.76679, "top5_acc": 0.9573} +{"mode": "train", "epoch": 51, "iter": 100, "lr": 0.01874, "memory": 6499, "data_time": 0.18403, "top1_acc": 0.835, "top5_acc": 0.975, "loss_cls": 0.89108, "loss": 0.89108, "time": 0.40933} +{"mode": "train", "epoch": 51, "iter": 200, "lr": 0.01873, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.81812, "top5_acc": 0.96875, "loss_cls": 0.95056, "loss": 0.95056, "time": 0.22666} +{"mode": "train", "epoch": 51, "iter": 300, "lr": 0.01872, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8125, "top5_acc": 0.9675, "loss_cls": 1.02913, "loss": 1.02913, "time": 0.22575} +{"mode": "train", "epoch": 51, "iter": 400, "lr": 0.01871, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81062, "top5_acc": 0.96812, "loss_cls": 1.0156, "loss": 1.0156, "time": 0.22592} +{"mode": "train", "epoch": 51, "iter": 500, "lr": 0.0187, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82188, "top5_acc": 0.97438, "loss_cls": 0.91703, "loss": 0.91703, "time": 0.22634} +{"mode": "train", "epoch": 51, "iter": 600, "lr": 0.0187, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82938, "top5_acc": 0.9775, "loss_cls": 0.90388, "loss": 0.90388, "time": 0.22641} +{"mode": "train", "epoch": 51, "iter": 700, "lr": 0.01869, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.8325, "top5_acc": 0.98062, "loss_cls": 0.89686, "loss": 0.89686, "time": 0.22553} +{"mode": "train", "epoch": 51, "iter": 800, "lr": 0.01868, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.82438, "top5_acc": 0.985, "loss_cls": 0.89882, "loss": 0.89882, "time": 0.22741} +{"mode": "train", "epoch": 51, "iter": 900, "lr": 0.01867, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.81625, "top5_acc": 0.96938, "loss_cls": 0.94894, "loss": 0.94894, "time": 0.22706} +{"mode": "train", "epoch": 51, "iter": 1000, "lr": 0.01866, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.81688, "top5_acc": 0.97062, "loss_cls": 0.91204, "loss": 0.91204, "time": 0.22636} +{"mode": "train", "epoch": 51, "iter": 1100, "lr": 0.01865, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80062, "top5_acc": 0.97812, "loss_cls": 0.97242, "loss": 0.97242, "time": 0.22627} +{"mode": "train", "epoch": 51, "iter": 1200, "lr": 0.01864, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.825, "top5_acc": 0.97875, "loss_cls": 0.91524, "loss": 0.91524, "time": 0.22585} +{"mode": "train", "epoch": 51, "iter": 1300, "lr": 0.01863, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.8225, "top5_acc": 0.97625, "loss_cls": 0.94066, "loss": 0.94066, "time": 0.22644} +{"mode": "train", "epoch": 51, "iter": 1400, "lr": 0.01862, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83312, "top5_acc": 0.97562, "loss_cls": 0.91383, "loss": 0.91383, "time": 0.22612} +{"mode": "train", "epoch": 51, "iter": 1500, "lr": 0.01861, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80875, "top5_acc": 0.97375, "loss_cls": 0.94314, "loss": 0.94314, "time": 0.22631} +{"mode": "train", "epoch": 51, "iter": 1600, "lr": 0.0186, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84062, "top5_acc": 0.97688, "loss_cls": 0.88622, "loss": 0.88622, "time": 0.22639} +{"mode": "train", "epoch": 51, "iter": 1700, "lr": 0.0186, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81438, "top5_acc": 0.97438, "loss_cls": 0.96227, "loss": 0.96227, "time": 0.22715} +{"mode": "train", "epoch": 51, "iter": 1800, "lr": 0.01859, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81562, "top5_acc": 0.97375, "loss_cls": 0.9694, "loss": 0.9694, "time": 0.22686} +{"mode": "train", "epoch": 51, "iter": 1900, "lr": 0.01858, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80875, "top5_acc": 0.97375, "loss_cls": 0.98718, "loss": 0.98718, "time": 0.22581} +{"mode": "train", "epoch": 51, "iter": 2000, "lr": 0.01857, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.825, "top5_acc": 0.97375, "loss_cls": 0.94129, "loss": 0.94129, "time": 0.2256} +{"mode": "train", "epoch": 51, "iter": 2100, "lr": 0.01856, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80812, "top5_acc": 0.9725, "loss_cls": 0.9739, "loss": 0.9739, "time": 0.22659} +{"mode": "train", "epoch": 51, "iter": 2200, "lr": 0.01855, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.82, "top5_acc": 0.97688, "loss_cls": 0.95621, "loss": 0.95621, "time": 0.22639} +{"mode": "train", "epoch": 51, "iter": 2300, "lr": 0.01854, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83188, "top5_acc": 0.97562, "loss_cls": 0.91979, "loss": 0.91979, "time": 0.22592} +{"mode": "train", "epoch": 51, "iter": 2400, "lr": 0.01853, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81938, "top5_acc": 0.97438, "loss_cls": 0.96837, "loss": 0.96837, "time": 0.22586} +{"mode": "train", "epoch": 51, "iter": 2500, "lr": 0.01852, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8025, "top5_acc": 0.96562, "loss_cls": 1.07906, "loss": 1.07906, "time": 0.2262} +{"mode": "val", "epoch": 51, "iter": 1031, "lr": 0.01852, "top1_acc": 0.66125, "top5_acc": 0.90496} +{"mode": "train", "epoch": 52, "iter": 100, "lr": 0.01851, "memory": 6499, "data_time": 0.18708, "top1_acc": 0.835, "top5_acc": 0.97562, "loss_cls": 0.87742, "loss": 0.87742, "time": 0.4142} +{"mode": "train", "epoch": 52, "iter": 200, "lr": 0.0185, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8425, "top5_acc": 0.97688, "loss_cls": 0.83999, "loss": 0.83999, "time": 0.22796} +{"mode": "train", "epoch": 52, "iter": 300, "lr": 0.01849, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82812, "top5_acc": 0.96875, "loss_cls": 0.93562, "loss": 0.93562, "time": 0.22628} +{"mode": "train", "epoch": 52, "iter": 400, "lr": 0.01849, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81812, "top5_acc": 0.97562, "loss_cls": 0.94571, "loss": 0.94571, "time": 0.22751} +{"mode": "train", "epoch": 52, "iter": 500, "lr": 0.01848, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83812, "top5_acc": 0.9825, "loss_cls": 0.8215, "loss": 0.8215, "time": 0.22769} +{"mode": "train", "epoch": 52, "iter": 600, "lr": 0.01847, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82438, "top5_acc": 0.9775, "loss_cls": 0.87875, "loss": 0.87875, "time": 0.22694} +{"mode": "train", "epoch": 52, "iter": 700, "lr": 0.01846, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8, "top5_acc": 0.97625, "loss_cls": 0.94289, "loss": 0.94289, "time": 0.22646} +{"mode": "train", "epoch": 52, "iter": 800, "lr": 0.01845, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.81125, "top5_acc": 0.97188, "loss_cls": 1.00417, "loss": 1.00417, "time": 0.22689} +{"mode": "train", "epoch": 52, "iter": 900, "lr": 0.01844, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80375, "top5_acc": 0.97, "loss_cls": 1.00821, "loss": 1.00821, "time": 0.22629} +{"mode": "train", "epoch": 52, "iter": 1000, "lr": 0.01843, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81188, "top5_acc": 0.96688, "loss_cls": 1.0147, "loss": 1.0147, "time": 0.22578} +{"mode": "train", "epoch": 52, "iter": 1100, "lr": 0.01842, "memory": 6499, "data_time": 0.00047, "top1_acc": 0.83125, "top5_acc": 0.97938, "loss_cls": 0.891, "loss": 0.891, "time": 0.22658} +{"mode": "train", "epoch": 52, "iter": 1200, "lr": 0.01841, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81562, "top5_acc": 0.97438, "loss_cls": 0.90937, "loss": 0.90937, "time": 0.22619} +{"mode": "train", "epoch": 52, "iter": 1300, "lr": 0.0184, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81812, "top5_acc": 0.97375, "loss_cls": 0.9451, "loss": 0.9451, "time": 0.22638} +{"mode": "train", "epoch": 52, "iter": 1400, "lr": 0.01839, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82312, "top5_acc": 0.98125, "loss_cls": 0.87487, "loss": 0.87487, "time": 0.22671} +{"mode": "train", "epoch": 52, "iter": 1500, "lr": 0.01838, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81875, "top5_acc": 0.9775, "loss_cls": 0.96834, "loss": 0.96834, "time": 0.22709} +{"mode": "train", "epoch": 52, "iter": 1600, "lr": 0.01838, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83375, "top5_acc": 0.98188, "loss_cls": 0.85726, "loss": 0.85726, "time": 0.22648} +{"mode": "train", "epoch": 52, "iter": 1700, "lr": 0.01837, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83188, "top5_acc": 0.97562, "loss_cls": 0.88709, "loss": 0.88709, "time": 0.22721} +{"mode": "train", "epoch": 52, "iter": 1800, "lr": 0.01836, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.80688, "top5_acc": 0.97125, "loss_cls": 1.01668, "loss": 1.01668, "time": 0.22694} +{"mode": "train", "epoch": 52, "iter": 1900, "lr": 0.01835, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.8275, "top5_acc": 0.97875, "loss_cls": 0.89016, "loss": 0.89016, "time": 0.2268} +{"mode": "train", "epoch": 52, "iter": 2000, "lr": 0.01834, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.8275, "top5_acc": 0.9775, "loss_cls": 0.95036, "loss": 0.95036, "time": 0.22686} +{"mode": "train", "epoch": 52, "iter": 2100, "lr": 0.01833, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.835, "top5_acc": 0.98188, "loss_cls": 0.85295, "loss": 0.85295, "time": 0.22601} +{"mode": "train", "epoch": 52, "iter": 2200, "lr": 0.01832, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.7925, "top5_acc": 0.97188, "loss_cls": 1.06698, "loss": 1.06698, "time": 0.22678} +{"mode": "train", "epoch": 52, "iter": 2300, "lr": 0.01831, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83062, "top5_acc": 0.97438, "loss_cls": 0.92674, "loss": 0.92674, "time": 0.22674} +{"mode": "train", "epoch": 52, "iter": 2400, "lr": 0.0183, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.825, "top5_acc": 0.97438, "loss_cls": 0.98976, "loss": 0.98976, "time": 0.22734} +{"mode": "train", "epoch": 52, "iter": 2500, "lr": 0.01829, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8325, "top5_acc": 0.97125, "loss_cls": 0.93162, "loss": 0.93162, "time": 0.22631} +{"mode": "val", "epoch": 52, "iter": 1031, "lr": 0.01829, "top1_acc": 0.772, "top5_acc": 0.95572} +{"mode": "train", "epoch": 53, "iter": 100, "lr": 0.01828, "memory": 6499, "data_time": 0.18532, "top1_acc": 0.83375, "top5_acc": 0.9825, "loss_cls": 0.88041, "loss": 0.88041, "time": 0.41129} +{"mode": "train", "epoch": 53, "iter": 200, "lr": 0.01827, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.82188, "top5_acc": 0.98188, "loss_cls": 0.91612, "loss": 0.91612, "time": 0.22558} +{"mode": "train", "epoch": 53, "iter": 300, "lr": 0.01826, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8075, "top5_acc": 0.96938, "loss_cls": 0.96593, "loss": 0.96593, "time": 0.22604} +{"mode": "train", "epoch": 53, "iter": 400, "lr": 0.01825, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83625, "top5_acc": 0.98062, "loss_cls": 0.90576, "loss": 0.90576, "time": 0.22619} +{"mode": "train", "epoch": 53, "iter": 500, "lr": 0.01824, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.82812, "top5_acc": 0.9825, "loss_cls": 0.86234, "loss": 0.86234, "time": 0.2275} +{"mode": "train", "epoch": 53, "iter": 600, "lr": 0.01824, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8175, "top5_acc": 0.97188, "loss_cls": 0.95838, "loss": 0.95838, "time": 0.22638} +{"mode": "train", "epoch": 53, "iter": 700, "lr": 0.01823, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82188, "top5_acc": 0.97812, "loss_cls": 0.89585, "loss": 0.89585, "time": 0.22762} +{"mode": "train", "epoch": 53, "iter": 800, "lr": 0.01822, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83188, "top5_acc": 0.97938, "loss_cls": 0.92205, "loss": 0.92205, "time": 0.22695} +{"mode": "train", "epoch": 53, "iter": 900, "lr": 0.01821, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.815, "top5_acc": 0.98062, "loss_cls": 0.93682, "loss": 0.93682, "time": 0.22634} +{"mode": "train", "epoch": 53, "iter": 1000, "lr": 0.0182, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.80312, "top5_acc": 0.97625, "loss_cls": 0.98211, "loss": 0.98211, "time": 0.22512} +{"mode": "train", "epoch": 53, "iter": 1100, "lr": 0.01819, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.81, "top5_acc": 0.98, "loss_cls": 0.93491, "loss": 0.93491, "time": 0.22549} +{"mode": "train", "epoch": 53, "iter": 1200, "lr": 0.01818, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.83188, "top5_acc": 0.97625, "loss_cls": 0.93528, "loss": 0.93528, "time": 0.22693} +{"mode": "train", "epoch": 53, "iter": 1300, "lr": 0.01817, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82812, "top5_acc": 0.9775, "loss_cls": 0.89682, "loss": 0.89682, "time": 0.22622} +{"mode": "train", "epoch": 53, "iter": 1400, "lr": 0.01816, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82938, "top5_acc": 0.97438, "loss_cls": 0.94159, "loss": 0.94159, "time": 0.22733} +{"mode": "train", "epoch": 53, "iter": 1500, "lr": 0.01815, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82812, "top5_acc": 0.9725, "loss_cls": 0.93935, "loss": 0.93935, "time": 0.22648} +{"mode": "train", "epoch": 53, "iter": 1600, "lr": 0.01814, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83062, "top5_acc": 0.97562, "loss_cls": 0.92431, "loss": 0.92431, "time": 0.22594} +{"mode": "train", "epoch": 53, "iter": 1700, "lr": 0.01813, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81938, "top5_acc": 0.97625, "loss_cls": 0.93777, "loss": 0.93777, "time": 0.22635} +{"mode": "train", "epoch": 53, "iter": 1800, "lr": 0.01812, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8375, "top5_acc": 0.98062, "loss_cls": 0.85112, "loss": 0.85112, "time": 0.22666} +{"mode": "train", "epoch": 53, "iter": 1900, "lr": 0.01811, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.80812, "top5_acc": 0.97062, "loss_cls": 1.007, "loss": 1.007, "time": 0.22681} +{"mode": "train", "epoch": 53, "iter": 2000, "lr": 0.01811, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81312, "top5_acc": 0.97875, "loss_cls": 0.96526, "loss": 0.96526, "time": 0.22643} +{"mode": "train", "epoch": 53, "iter": 2100, "lr": 0.0181, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83062, "top5_acc": 0.97375, "loss_cls": 0.90761, "loss": 0.90761, "time": 0.22707} +{"mode": "train", "epoch": 53, "iter": 2200, "lr": 0.01809, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81188, "top5_acc": 0.96938, "loss_cls": 0.98221, "loss": 0.98221, "time": 0.22585} +{"mode": "train", "epoch": 53, "iter": 2300, "lr": 0.01808, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82625, "top5_acc": 0.97625, "loss_cls": 0.90523, "loss": 0.90523, "time": 0.22706} +{"mode": "train", "epoch": 53, "iter": 2400, "lr": 0.01807, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.82875, "top5_acc": 0.97312, "loss_cls": 0.89612, "loss": 0.89612, "time": 0.22675} +{"mode": "train", "epoch": 53, "iter": 2500, "lr": 0.01806, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82062, "top5_acc": 0.96812, "loss_cls": 0.97657, "loss": 0.97657, "time": 0.22722} +{"mode": "val", "epoch": 53, "iter": 1031, "lr": 0.01806, "top1_acc": 0.78074, "top5_acc": 0.95785} +{"mode": "train", "epoch": 54, "iter": 100, "lr": 0.01805, "memory": 6499, "data_time": 0.17968, "top1_acc": 0.84, "top5_acc": 0.97562, "loss_cls": 0.88003, "loss": 0.88003, "time": 0.40565} +{"mode": "train", "epoch": 54, "iter": 200, "lr": 0.01804, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83125, "top5_acc": 0.97312, "loss_cls": 0.90545, "loss": 0.90545, "time": 0.2262} +{"mode": "train", "epoch": 54, "iter": 300, "lr": 0.01803, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8425, "top5_acc": 0.98125, "loss_cls": 0.83197, "loss": 0.83197, "time": 0.22671} +{"mode": "train", "epoch": 54, "iter": 400, "lr": 0.01802, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.8375, "top5_acc": 0.97688, "loss_cls": 0.84628, "loss": 0.84628, "time": 0.22581} +{"mode": "train", "epoch": 54, "iter": 500, "lr": 0.01801, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8375, "top5_acc": 0.97625, "loss_cls": 0.89547, "loss": 0.89547, "time": 0.22682} +{"mode": "train", "epoch": 54, "iter": 600, "lr": 0.018, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8325, "top5_acc": 0.9825, "loss_cls": 0.85758, "loss": 0.85758, "time": 0.22675} +{"mode": "train", "epoch": 54, "iter": 700, "lr": 0.01799, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82062, "top5_acc": 0.97375, "loss_cls": 0.91385, "loss": 0.91385, "time": 0.22616} +{"mode": "train", "epoch": 54, "iter": 800, "lr": 0.01798, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81938, "top5_acc": 0.97188, "loss_cls": 0.94295, "loss": 0.94295, "time": 0.22659} +{"mode": "train", "epoch": 54, "iter": 900, "lr": 0.01797, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.82375, "top5_acc": 0.98188, "loss_cls": 0.89601, "loss": 0.89601, "time": 0.22657} +{"mode": "train", "epoch": 54, "iter": 1000, "lr": 0.01796, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.80812, "top5_acc": 0.97562, "loss_cls": 0.96454, "loss": 0.96454, "time": 0.22602} +{"mode": "train", "epoch": 54, "iter": 1100, "lr": 0.01795, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.80938, "top5_acc": 0.97188, "loss_cls": 0.99673, "loss": 0.99673, "time": 0.22558} +{"mode": "train", "epoch": 54, "iter": 1200, "lr": 0.01795, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83625, "top5_acc": 0.97812, "loss_cls": 0.86253, "loss": 0.86253, "time": 0.22686} +{"mode": "train", "epoch": 54, "iter": 1300, "lr": 0.01794, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83062, "top5_acc": 0.97938, "loss_cls": 0.86666, "loss": 0.86666, "time": 0.22623} +{"mode": "train", "epoch": 54, "iter": 1400, "lr": 0.01793, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85, "top5_acc": 0.98438, "loss_cls": 0.85255, "loss": 0.85255, "time": 0.2262} +{"mode": "train", "epoch": 54, "iter": 1500, "lr": 0.01792, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.8175, "top5_acc": 0.97688, "loss_cls": 0.93203, "loss": 0.93203, "time": 0.2266} +{"mode": "train", "epoch": 54, "iter": 1600, "lr": 0.01791, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.81438, "top5_acc": 0.975, "loss_cls": 0.9718, "loss": 0.9718, "time": 0.2267} +{"mode": "train", "epoch": 54, "iter": 1700, "lr": 0.0179, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81812, "top5_acc": 0.97125, "loss_cls": 0.97143, "loss": 0.97143, "time": 0.22636} +{"mode": "train", "epoch": 54, "iter": 1800, "lr": 0.01789, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.82562, "top5_acc": 0.97625, "loss_cls": 0.96895, "loss": 0.96895, "time": 0.22859} +{"mode": "train", "epoch": 54, "iter": 1900, "lr": 0.01788, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81375, "top5_acc": 0.98, "loss_cls": 0.96852, "loss": 0.96852, "time": 0.22583} +{"mode": "train", "epoch": 54, "iter": 2000, "lr": 0.01787, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.79625, "top5_acc": 0.96875, "loss_cls": 1.00293, "loss": 1.00293, "time": 0.22706} +{"mode": "train", "epoch": 54, "iter": 2100, "lr": 0.01786, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8075, "top5_acc": 0.97938, "loss_cls": 0.9878, "loss": 0.9878, "time": 0.22613} +{"mode": "train", "epoch": 54, "iter": 2200, "lr": 0.01785, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82562, "top5_acc": 0.97875, "loss_cls": 0.94416, "loss": 0.94416, "time": 0.22579} +{"mode": "train", "epoch": 54, "iter": 2300, "lr": 0.01784, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.8125, "top5_acc": 0.97062, "loss_cls": 1.03523, "loss": 1.03523, "time": 0.22673} +{"mode": "train", "epoch": 54, "iter": 2400, "lr": 0.01783, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84062, "top5_acc": 0.98188, "loss_cls": 0.867, "loss": 0.867, "time": 0.22677} +{"mode": "train", "epoch": 54, "iter": 2500, "lr": 0.01782, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81688, "top5_acc": 0.97312, "loss_cls": 0.9684, "loss": 0.9684, "time": 0.22704} +{"mode": "val", "epoch": 54, "iter": 1031, "lr": 0.01782, "top1_acc": 0.74841, "top5_acc": 0.9476} +{"mode": "train", "epoch": 55, "iter": 100, "lr": 0.01781, "memory": 6499, "data_time": 0.18544, "top1_acc": 0.85812, "top5_acc": 0.98188, "loss_cls": 0.7769, "loss": 0.7769, "time": 0.4129} +{"mode": "train", "epoch": 55, "iter": 200, "lr": 0.0178, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.835, "top5_acc": 0.98188, "loss_cls": 0.83863, "loss": 0.83863, "time": 0.22616} +{"mode": "train", "epoch": 55, "iter": 300, "lr": 0.01779, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83062, "top5_acc": 0.97312, "loss_cls": 0.88461, "loss": 0.88461, "time": 0.22639} +{"mode": "train", "epoch": 55, "iter": 400, "lr": 0.01778, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.82125, "top5_acc": 0.97812, "loss_cls": 0.92653, "loss": 0.92653, "time": 0.22708} +{"mode": "train", "epoch": 55, "iter": 500, "lr": 0.01778, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.82812, "top5_acc": 0.97812, "loss_cls": 0.90151, "loss": 0.90151, "time": 0.22701} +{"mode": "train", "epoch": 55, "iter": 600, "lr": 0.01777, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81688, "top5_acc": 0.97312, "loss_cls": 0.92687, "loss": 0.92687, "time": 0.22571} +{"mode": "train", "epoch": 55, "iter": 700, "lr": 0.01776, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82812, "top5_acc": 0.97625, "loss_cls": 0.91725, "loss": 0.91725, "time": 0.22594} +{"mode": "train", "epoch": 55, "iter": 800, "lr": 0.01775, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.815, "top5_acc": 0.97625, "loss_cls": 0.92967, "loss": 0.92967, "time": 0.22742} +{"mode": "train", "epoch": 55, "iter": 900, "lr": 0.01774, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.82125, "top5_acc": 0.97188, "loss_cls": 0.93251, "loss": 0.93251, "time": 0.22588} +{"mode": "train", "epoch": 55, "iter": 1000, "lr": 0.01773, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85, "top5_acc": 0.9775, "loss_cls": 0.85223, "loss": 0.85223, "time": 0.22652} +{"mode": "train", "epoch": 55, "iter": 1100, "lr": 0.01772, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83188, "top5_acc": 0.97938, "loss_cls": 0.86521, "loss": 0.86521, "time": 0.22729} +{"mode": "train", "epoch": 55, "iter": 1200, "lr": 0.01771, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82562, "top5_acc": 0.97375, "loss_cls": 0.88347, "loss": 0.88347, "time": 0.22682} +{"mode": "train", "epoch": 55, "iter": 1300, "lr": 0.0177, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8275, "top5_acc": 0.97938, "loss_cls": 0.88381, "loss": 0.88381, "time": 0.22697} +{"mode": "train", "epoch": 55, "iter": 1400, "lr": 0.01769, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84062, "top5_acc": 0.97875, "loss_cls": 0.84636, "loss": 0.84636, "time": 0.2264} +{"mode": "train", "epoch": 55, "iter": 1500, "lr": 0.01768, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.81125, "top5_acc": 0.97688, "loss_cls": 1.00304, "loss": 1.00304, "time": 0.22769} +{"mode": "train", "epoch": 55, "iter": 1600, "lr": 0.01767, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81938, "top5_acc": 0.97438, "loss_cls": 0.94452, "loss": 0.94452, "time": 0.22542} +{"mode": "train", "epoch": 55, "iter": 1700, "lr": 0.01766, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8275, "top5_acc": 0.98, "loss_cls": 0.84741, "loss": 0.84741, "time": 0.22636} +{"mode": "train", "epoch": 55, "iter": 1800, "lr": 0.01765, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81062, "top5_acc": 0.97625, "loss_cls": 0.97459, "loss": 0.97459, "time": 0.22677} +{"mode": "train", "epoch": 55, "iter": 1900, "lr": 0.01764, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81375, "top5_acc": 0.97688, "loss_cls": 0.93691, "loss": 0.93691, "time": 0.22666} +{"mode": "train", "epoch": 55, "iter": 2000, "lr": 0.01763, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82438, "top5_acc": 0.97312, "loss_cls": 0.94693, "loss": 0.94693, "time": 0.22584} +{"mode": "train", "epoch": 55, "iter": 2100, "lr": 0.01762, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81188, "top5_acc": 0.97375, "loss_cls": 0.94323, "loss": 0.94323, "time": 0.2253} +{"mode": "train", "epoch": 55, "iter": 2200, "lr": 0.01761, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.81875, "top5_acc": 0.975, "loss_cls": 1.00784, "loss": 1.00784, "time": 0.22625} +{"mode": "train", "epoch": 55, "iter": 2300, "lr": 0.0176, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82125, "top5_acc": 0.96938, "loss_cls": 0.97107, "loss": 0.97107, "time": 0.22509} +{"mode": "train", "epoch": 55, "iter": 2400, "lr": 0.01759, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80938, "top5_acc": 0.975, "loss_cls": 0.94633, "loss": 0.94633, "time": 0.22596} +{"mode": "train", "epoch": 55, "iter": 2500, "lr": 0.01758, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84188, "top5_acc": 0.985, "loss_cls": 0.82564, "loss": 0.82564, "time": 0.22662} +{"mode": "val", "epoch": 55, "iter": 1031, "lr": 0.01758, "top1_acc": 0.77643, "top5_acc": 0.95991} +{"mode": "train", "epoch": 56, "iter": 100, "lr": 0.01757, "memory": 6499, "data_time": 0.18588, "top1_acc": 0.83312, "top5_acc": 0.98125, "loss_cls": 0.87168, "loss": 0.87168, "time": 0.41108} +{"mode": "train", "epoch": 56, "iter": 200, "lr": 0.01757, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82438, "top5_acc": 0.975, "loss_cls": 0.86205, "loss": 0.86205, "time": 0.22587} +{"mode": "train", "epoch": 56, "iter": 300, "lr": 0.01756, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82125, "top5_acc": 0.97812, "loss_cls": 0.90873, "loss": 0.90873, "time": 0.22612} +{"mode": "train", "epoch": 56, "iter": 400, "lr": 0.01755, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83688, "top5_acc": 0.97688, "loss_cls": 0.83459, "loss": 0.83459, "time": 0.22673} +{"mode": "train", "epoch": 56, "iter": 500, "lr": 0.01754, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81438, "top5_acc": 0.97438, "loss_cls": 0.94683, "loss": 0.94683, "time": 0.22672} +{"mode": "train", "epoch": 56, "iter": 600, "lr": 0.01753, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.825, "top5_acc": 0.98, "loss_cls": 0.90971, "loss": 0.90971, "time": 0.22661} +{"mode": "train", "epoch": 56, "iter": 700, "lr": 0.01752, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8325, "top5_acc": 0.975, "loss_cls": 0.90012, "loss": 0.90012, "time": 0.2257} +{"mode": "train", "epoch": 56, "iter": 800, "lr": 0.01751, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83875, "top5_acc": 0.97812, "loss_cls": 0.8725, "loss": 0.8725, "time": 0.22754} +{"mode": "train", "epoch": 56, "iter": 900, "lr": 0.0175, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83062, "top5_acc": 0.97375, "loss_cls": 0.8923, "loss": 0.8923, "time": 0.22785} +{"mode": "train", "epoch": 56, "iter": 1000, "lr": 0.01749, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8375, "top5_acc": 0.97562, "loss_cls": 0.88588, "loss": 0.88588, "time": 0.22623} +{"mode": "train", "epoch": 56, "iter": 1100, "lr": 0.01748, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81, "top5_acc": 0.97375, "loss_cls": 0.9504, "loss": 0.9504, "time": 0.22545} +{"mode": "train", "epoch": 56, "iter": 1200, "lr": 0.01747, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.81625, "top5_acc": 0.97875, "loss_cls": 0.90279, "loss": 0.90279, "time": 0.22536} +{"mode": "train", "epoch": 56, "iter": 1300, "lr": 0.01746, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82875, "top5_acc": 0.97625, "loss_cls": 0.92113, "loss": 0.92113, "time": 0.22735} +{"mode": "train", "epoch": 56, "iter": 1400, "lr": 0.01745, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8225, "top5_acc": 0.97812, "loss_cls": 0.89385, "loss": 0.89385, "time": 0.22659} +{"mode": "train", "epoch": 56, "iter": 1500, "lr": 0.01744, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81, "top5_acc": 0.97312, "loss_cls": 0.99178, "loss": 0.99178, "time": 0.22698} +{"mode": "train", "epoch": 56, "iter": 1600, "lr": 0.01743, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82875, "top5_acc": 0.97, "loss_cls": 0.94382, "loss": 0.94382, "time": 0.22667} +{"mode": "train", "epoch": 56, "iter": 1700, "lr": 0.01742, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83312, "top5_acc": 0.97562, "loss_cls": 0.90917, "loss": 0.90917, "time": 0.22754} +{"mode": "train", "epoch": 56, "iter": 1800, "lr": 0.01741, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.825, "top5_acc": 0.97938, "loss_cls": 0.8576, "loss": 0.8576, "time": 0.22677} +{"mode": "train", "epoch": 56, "iter": 1900, "lr": 0.0174, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.815, "top5_acc": 0.98062, "loss_cls": 0.93128, "loss": 0.93128, "time": 0.22721} +{"mode": "train", "epoch": 56, "iter": 2000, "lr": 0.01739, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.82438, "top5_acc": 0.97875, "loss_cls": 0.94155, "loss": 0.94155, "time": 0.22651} +{"mode": "train", "epoch": 56, "iter": 2100, "lr": 0.01738, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.81125, "top5_acc": 0.97812, "loss_cls": 0.94486, "loss": 0.94486, "time": 0.22638} +{"mode": "train", "epoch": 56, "iter": 2200, "lr": 0.01737, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8325, "top5_acc": 0.97438, "loss_cls": 0.91133, "loss": 0.91133, "time": 0.22822} +{"mode": "train", "epoch": 56, "iter": 2300, "lr": 0.01736, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.82312, "top5_acc": 0.97625, "loss_cls": 0.94546, "loss": 0.94546, "time": 0.22722} +{"mode": "train", "epoch": 56, "iter": 2400, "lr": 0.01735, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.815, "top5_acc": 0.9675, "loss_cls": 1.02161, "loss": 1.02161, "time": 0.22637} +{"mode": "train", "epoch": 56, "iter": 2500, "lr": 0.01734, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83062, "top5_acc": 0.97562, "loss_cls": 0.91635, "loss": 0.91635, "time": 0.22718} +{"mode": "val", "epoch": 56, "iter": 1031, "lr": 0.01734, "top1_acc": 0.75423, "top5_acc": 0.95039} +{"mode": "train", "epoch": 57, "iter": 100, "lr": 0.01733, "memory": 6499, "data_time": 0.18384, "top1_acc": 0.8525, "top5_acc": 0.98438, "loss_cls": 0.78749, "loss": 0.78749, "time": 0.4109} +{"mode": "train", "epoch": 57, "iter": 200, "lr": 0.01732, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82688, "top5_acc": 0.97562, "loss_cls": 0.87747, "loss": 0.87747, "time": 0.2267} +{"mode": "train", "epoch": 57, "iter": 300, "lr": 0.01732, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83125, "top5_acc": 0.97875, "loss_cls": 0.89278, "loss": 0.89278, "time": 0.22707} +{"mode": "train", "epoch": 57, "iter": 400, "lr": 0.01731, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83062, "top5_acc": 0.97688, "loss_cls": 0.91378, "loss": 0.91378, "time": 0.22744} +{"mode": "train", "epoch": 57, "iter": 500, "lr": 0.0173, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84125, "top5_acc": 0.98062, "loss_cls": 0.81906, "loss": 0.81906, "time": 0.22744} +{"mode": "train", "epoch": 57, "iter": 600, "lr": 0.01729, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82812, "top5_acc": 0.97438, "loss_cls": 0.89801, "loss": 0.89801, "time": 0.22667} +{"mode": "train", "epoch": 57, "iter": 700, "lr": 0.01728, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82812, "top5_acc": 0.98375, "loss_cls": 0.86584, "loss": 0.86584, "time": 0.22759} +{"mode": "train", "epoch": 57, "iter": 800, "lr": 0.01727, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83375, "top5_acc": 0.97312, "loss_cls": 0.87071, "loss": 0.87071, "time": 0.22841} +{"mode": "train", "epoch": 57, "iter": 900, "lr": 0.01726, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82688, "top5_acc": 0.9775, "loss_cls": 0.96467, "loss": 0.96467, "time": 0.22798} +{"mode": "train", "epoch": 57, "iter": 1000, "lr": 0.01725, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83875, "top5_acc": 0.97188, "loss_cls": 0.87582, "loss": 0.87582, "time": 0.22799} +{"mode": "train", "epoch": 57, "iter": 1100, "lr": 0.01724, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81812, "top5_acc": 0.975, "loss_cls": 0.94684, "loss": 0.94684, "time": 0.22681} +{"mode": "train", "epoch": 57, "iter": 1200, "lr": 0.01723, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83875, "top5_acc": 0.9725, "loss_cls": 0.87903, "loss": 0.87903, "time": 0.22695} +{"mode": "train", "epoch": 57, "iter": 1300, "lr": 0.01722, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.83562, "top5_acc": 0.98125, "loss_cls": 0.8518, "loss": 0.8518, "time": 0.22632} +{"mode": "train", "epoch": 57, "iter": 1400, "lr": 0.01721, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83062, "top5_acc": 0.9725, "loss_cls": 0.88278, "loss": 0.88278, "time": 0.22739} +{"mode": "train", "epoch": 57, "iter": 1500, "lr": 0.0172, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.80188, "top5_acc": 0.97062, "loss_cls": 1.01296, "loss": 1.01296, "time": 0.22692} +{"mode": "train", "epoch": 57, "iter": 1600, "lr": 0.01719, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.81188, "top5_acc": 0.9775, "loss_cls": 0.94767, "loss": 0.94767, "time": 0.22766} +{"mode": "train", "epoch": 57, "iter": 1700, "lr": 0.01718, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8325, "top5_acc": 0.97688, "loss_cls": 0.91417, "loss": 0.91417, "time": 0.22659} +{"mode": "train", "epoch": 57, "iter": 1800, "lr": 0.01717, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8125, "top5_acc": 0.97688, "loss_cls": 0.96142, "loss": 0.96142, "time": 0.2273} +{"mode": "train", "epoch": 57, "iter": 1900, "lr": 0.01716, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81625, "top5_acc": 0.97625, "loss_cls": 0.9258, "loss": 0.9258, "time": 0.22826} +{"mode": "train", "epoch": 57, "iter": 2000, "lr": 0.01715, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83125, "top5_acc": 0.97938, "loss_cls": 0.87675, "loss": 0.87675, "time": 0.22861} +{"mode": "train", "epoch": 57, "iter": 2100, "lr": 0.01714, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.845, "top5_acc": 0.9775, "loss_cls": 0.85299, "loss": 0.85299, "time": 0.22718} +{"mode": "train", "epoch": 57, "iter": 2200, "lr": 0.01713, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8325, "top5_acc": 0.98125, "loss_cls": 0.8658, "loss": 0.8658, "time": 0.22748} +{"mode": "train", "epoch": 57, "iter": 2300, "lr": 0.01712, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.82938, "top5_acc": 0.97875, "loss_cls": 0.89477, "loss": 0.89477, "time": 0.22715} +{"mode": "train", "epoch": 57, "iter": 2400, "lr": 0.01711, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81562, "top5_acc": 0.97125, "loss_cls": 0.94454, "loss": 0.94454, "time": 0.22871} +{"mode": "train", "epoch": 57, "iter": 2500, "lr": 0.0171, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.83125, "top5_acc": 0.97312, "loss_cls": 0.90911, "loss": 0.90911, "time": 0.22711} +{"mode": "val", "epoch": 57, "iter": 1031, "lr": 0.0171, "top1_acc": 0.73694, "top5_acc": 0.94104} +{"mode": "train", "epoch": 58, "iter": 100, "lr": 0.01709, "memory": 6499, "data_time": 0.18408, "top1_acc": 0.84062, "top5_acc": 0.97875, "loss_cls": 0.82926, "loss": 0.82926, "time": 0.4098} +{"mode": "train", "epoch": 58, "iter": 200, "lr": 0.01708, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83125, "top5_acc": 0.97438, "loss_cls": 0.89907, "loss": 0.89907, "time": 0.22676} +{"mode": "train", "epoch": 58, "iter": 300, "lr": 0.01707, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86375, "top5_acc": 0.97812, "loss_cls": 0.77153, "loss": 0.77153, "time": 0.22696} +{"mode": "train", "epoch": 58, "iter": 400, "lr": 0.01706, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84938, "top5_acc": 0.985, "loss_cls": 0.78744, "loss": 0.78744, "time": 0.2266} +{"mode": "train", "epoch": 58, "iter": 500, "lr": 0.01705, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83125, "top5_acc": 0.97875, "loss_cls": 0.8544, "loss": 0.8544, "time": 0.22546} +{"mode": "train", "epoch": 58, "iter": 600, "lr": 0.01704, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82188, "top5_acc": 0.97938, "loss_cls": 0.92667, "loss": 0.92667, "time": 0.22592} +{"mode": "train", "epoch": 58, "iter": 700, "lr": 0.01703, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.81438, "top5_acc": 0.9775, "loss_cls": 0.93992, "loss": 0.93992, "time": 0.22643} +{"mode": "train", "epoch": 58, "iter": 800, "lr": 0.01702, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82688, "top5_acc": 0.97438, "loss_cls": 0.90883, "loss": 0.90883, "time": 0.22642} +{"mode": "train", "epoch": 58, "iter": 900, "lr": 0.01701, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81625, "top5_acc": 0.97875, "loss_cls": 0.92328, "loss": 0.92328, "time": 0.22576} +{"mode": "train", "epoch": 58, "iter": 1000, "lr": 0.017, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83188, "top5_acc": 0.9775, "loss_cls": 0.91324, "loss": 0.91324, "time": 0.2262} +{"mode": "train", "epoch": 58, "iter": 1100, "lr": 0.01699, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.825, "top5_acc": 0.97625, "loss_cls": 0.9415, "loss": 0.9415, "time": 0.22689} +{"mode": "train", "epoch": 58, "iter": 1200, "lr": 0.01698, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84062, "top5_acc": 0.98125, "loss_cls": 0.84817, "loss": 0.84817, "time": 0.22638} +{"mode": "train", "epoch": 58, "iter": 1300, "lr": 0.01698, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82438, "top5_acc": 0.98625, "loss_cls": 0.86024, "loss": 0.86024, "time": 0.22561} +{"mode": "train", "epoch": 58, "iter": 1400, "lr": 0.01697, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84438, "top5_acc": 0.98, "loss_cls": 0.84646, "loss": 0.84646, "time": 0.22571} +{"mode": "train", "epoch": 58, "iter": 1500, "lr": 0.01696, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83562, "top5_acc": 0.98312, "loss_cls": 0.86461, "loss": 0.86461, "time": 0.22556} +{"mode": "train", "epoch": 58, "iter": 1600, "lr": 0.01695, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.83438, "top5_acc": 0.98125, "loss_cls": 0.88637, "loss": 0.88637, "time": 0.22717} +{"mode": "train", "epoch": 58, "iter": 1700, "lr": 0.01694, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.8325, "top5_acc": 0.98188, "loss_cls": 0.88906, "loss": 0.88906, "time": 0.22703} +{"mode": "train", "epoch": 58, "iter": 1800, "lr": 0.01693, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.82438, "top5_acc": 0.97312, "loss_cls": 0.95437, "loss": 0.95437, "time": 0.22615} +{"mode": "train", "epoch": 58, "iter": 1900, "lr": 0.01692, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84062, "top5_acc": 0.9775, "loss_cls": 0.87441, "loss": 0.87441, "time": 0.2262} +{"mode": "train", "epoch": 58, "iter": 2000, "lr": 0.01691, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83688, "top5_acc": 0.97375, "loss_cls": 0.92644, "loss": 0.92644, "time": 0.22591} +{"mode": "train", "epoch": 58, "iter": 2100, "lr": 0.0169, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.80562, "top5_acc": 0.96625, "loss_cls": 1.01106, "loss": 1.01106, "time": 0.22633} +{"mode": "train", "epoch": 58, "iter": 2200, "lr": 0.01689, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83812, "top5_acc": 0.97875, "loss_cls": 0.87323, "loss": 0.87323, "time": 0.22661} +{"mode": "train", "epoch": 58, "iter": 2300, "lr": 0.01688, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83188, "top5_acc": 0.97438, "loss_cls": 0.89341, "loss": 0.89341, "time": 0.22624} +{"mode": "train", "epoch": 58, "iter": 2400, "lr": 0.01687, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82125, "top5_acc": 0.97, "loss_cls": 0.94451, "loss": 0.94451, "time": 0.22609} +{"mode": "train", "epoch": 58, "iter": 2500, "lr": 0.01686, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82938, "top5_acc": 0.97438, "loss_cls": 0.86951, "loss": 0.86951, "time": 0.22631} +{"mode": "val", "epoch": 58, "iter": 1031, "lr": 0.01686, "top1_acc": 0.77303, "top5_acc": 0.96246} +{"mode": "train", "epoch": 59, "iter": 100, "lr": 0.01685, "memory": 6499, "data_time": 0.18204, "top1_acc": 0.85438, "top5_acc": 0.985, "loss_cls": 0.77919, "loss": 0.77919, "time": 0.40826} +{"mode": "train", "epoch": 59, "iter": 200, "lr": 0.01684, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83438, "top5_acc": 0.98, "loss_cls": 0.85595, "loss": 0.85595, "time": 0.22594} +{"mode": "train", "epoch": 59, "iter": 300, "lr": 0.01683, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.825, "top5_acc": 0.97625, "loss_cls": 0.90286, "loss": 0.90286, "time": 0.22595} +{"mode": "train", "epoch": 59, "iter": 400, "lr": 0.01682, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.835, "top5_acc": 0.98312, "loss_cls": 0.84064, "loss": 0.84064, "time": 0.22633} +{"mode": "train", "epoch": 59, "iter": 500, "lr": 0.01681, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83062, "top5_acc": 0.98188, "loss_cls": 0.83527, "loss": 0.83527, "time": 0.22687} +{"mode": "train", "epoch": 59, "iter": 600, "lr": 0.0168, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84125, "top5_acc": 0.97625, "loss_cls": 0.83948, "loss": 0.83948, "time": 0.2277} +{"mode": "train", "epoch": 59, "iter": 700, "lr": 0.01679, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82438, "top5_acc": 0.96812, "loss_cls": 0.96257, "loss": 0.96257, "time": 0.22597} +{"mode": "train", "epoch": 59, "iter": 800, "lr": 0.01678, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83438, "top5_acc": 0.975, "loss_cls": 0.85499, "loss": 0.85499, "time": 0.22537} +{"mode": "train", "epoch": 59, "iter": 900, "lr": 0.01677, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.83, "top5_acc": 0.97938, "loss_cls": 0.85334, "loss": 0.85334, "time": 0.22598} +{"mode": "train", "epoch": 59, "iter": 1000, "lr": 0.01676, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8075, "top5_acc": 0.97125, "loss_cls": 0.9649, "loss": 0.9649, "time": 0.22575} +{"mode": "train", "epoch": 59, "iter": 1100, "lr": 0.01675, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82125, "top5_acc": 0.97312, "loss_cls": 0.91461, "loss": 0.91461, "time": 0.22708} +{"mode": "train", "epoch": 59, "iter": 1200, "lr": 0.01674, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.85625, "top5_acc": 0.98375, "loss_cls": 0.78735, "loss": 0.78735, "time": 0.22653} +{"mode": "train", "epoch": 59, "iter": 1300, "lr": 0.01673, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.81, "top5_acc": 0.97375, "loss_cls": 0.96955, "loss": 0.96955, "time": 0.22642} +{"mode": "train", "epoch": 59, "iter": 1400, "lr": 0.01672, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82875, "top5_acc": 0.97375, "loss_cls": 0.92436, "loss": 0.92436, "time": 0.22642} +{"mode": "train", "epoch": 59, "iter": 1500, "lr": 0.01671, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.81125, "top5_acc": 0.9725, "loss_cls": 0.99004, "loss": 0.99004, "time": 0.22768} +{"mode": "train", "epoch": 59, "iter": 1600, "lr": 0.0167, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83875, "top5_acc": 0.97188, "loss_cls": 0.8689, "loss": 0.8689, "time": 0.22672} +{"mode": "train", "epoch": 59, "iter": 1700, "lr": 0.01669, "memory": 6499, "data_time": 0.0007, "top1_acc": 0.83062, "top5_acc": 0.97875, "loss_cls": 0.87496, "loss": 0.87496, "time": 0.22681} +{"mode": "train", "epoch": 59, "iter": 1800, "lr": 0.01668, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81438, "top5_acc": 0.97812, "loss_cls": 0.92713, "loss": 0.92713, "time": 0.22648} +{"mode": "train", "epoch": 59, "iter": 1900, "lr": 0.01667, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83188, "top5_acc": 0.98312, "loss_cls": 0.86452, "loss": 0.86452, "time": 0.2255} +{"mode": "train", "epoch": 59, "iter": 2000, "lr": 0.01666, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82688, "top5_acc": 0.98062, "loss_cls": 0.88016, "loss": 0.88016, "time": 0.22572} +{"mode": "train", "epoch": 59, "iter": 2100, "lr": 0.01665, "memory": 6499, "data_time": 0.00057, "top1_acc": 0.81562, "top5_acc": 0.97562, "loss_cls": 0.92268, "loss": 0.92268, "time": 0.22651} +{"mode": "train", "epoch": 59, "iter": 2200, "lr": 0.01664, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.805, "top5_acc": 0.97, "loss_cls": 0.96243, "loss": 0.96243, "time": 0.22534} +{"mode": "train", "epoch": 59, "iter": 2300, "lr": 0.01663, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.815, "top5_acc": 0.97688, "loss_cls": 0.96818, "loss": 0.96818, "time": 0.2259} +{"mode": "train", "epoch": 59, "iter": 2400, "lr": 0.01662, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.82875, "top5_acc": 0.9725, "loss_cls": 0.92157, "loss": 0.92157, "time": 0.22522} +{"mode": "train", "epoch": 59, "iter": 2500, "lr": 0.01661, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82125, "top5_acc": 0.97938, "loss_cls": 0.91583, "loss": 0.91583, "time": 0.22546} +{"mode": "val", "epoch": 59, "iter": 1031, "lr": 0.01661, "top1_acc": 0.78062, "top5_acc": 0.96409} +{"mode": "train", "epoch": 60, "iter": 100, "lr": 0.0166, "memory": 6499, "data_time": 0.18306, "top1_acc": 0.845, "top5_acc": 0.985, "loss_cls": 0.80283, "loss": 0.80283, "time": 0.52624} +{"mode": "train", "epoch": 60, "iter": 200, "lr": 0.01659, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.82375, "top5_acc": 0.98062, "loss_cls": 0.86269, "loss": 0.86269, "time": 0.34304} +{"mode": "train", "epoch": 60, "iter": 300, "lr": 0.01658, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85062, "top5_acc": 0.98125, "loss_cls": 0.83091, "loss": 0.83091, "time": 0.34386} +{"mode": "train", "epoch": 60, "iter": 400, "lr": 0.01657, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8425, "top5_acc": 0.975, "loss_cls": 0.87129, "loss": 0.87129, "time": 0.34296} +{"mode": "train", "epoch": 60, "iter": 500, "lr": 0.01656, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.83438, "top5_acc": 0.98125, "loss_cls": 0.85529, "loss": 0.85529, "time": 0.34325} +{"mode": "train", "epoch": 60, "iter": 600, "lr": 0.01655, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84875, "top5_acc": 0.98312, "loss_cls": 0.80567, "loss": 0.80567, "time": 0.34333} +{"mode": "train", "epoch": 60, "iter": 700, "lr": 0.01654, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82875, "top5_acc": 0.9775, "loss_cls": 0.86388, "loss": 0.86388, "time": 0.34327} +{"mode": "train", "epoch": 60, "iter": 800, "lr": 0.01653, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86188, "top5_acc": 0.97938, "loss_cls": 0.80223, "loss": 0.80223, "time": 0.34348} +{"mode": "train", "epoch": 60, "iter": 900, "lr": 0.01652, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.85, "top5_acc": 0.98062, "loss_cls": 0.79726, "loss": 0.79726, "time": 0.3428} +{"mode": "train", "epoch": 60, "iter": 1000, "lr": 0.01651, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8375, "top5_acc": 0.9825, "loss_cls": 0.83452, "loss": 0.83452, "time": 0.34274} +{"mode": "train", "epoch": 60, "iter": 1100, "lr": 0.0165, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82312, "top5_acc": 0.97188, "loss_cls": 0.94831, "loss": 0.94831, "time": 0.34298} +{"mode": "train", "epoch": 60, "iter": 1200, "lr": 0.01649, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8275, "top5_acc": 0.98, "loss_cls": 0.91023, "loss": 0.91023, "time": 0.34294} +{"mode": "train", "epoch": 60, "iter": 1300, "lr": 0.01648, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83375, "top5_acc": 0.98312, "loss_cls": 0.83334, "loss": 0.83334, "time": 0.34324} +{"mode": "train", "epoch": 60, "iter": 1400, "lr": 0.01647, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83125, "top5_acc": 0.97938, "loss_cls": 0.83998, "loss": 0.83998, "time": 0.34391} +{"mode": "train", "epoch": 60, "iter": 1500, "lr": 0.01646, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8125, "top5_acc": 0.97438, "loss_cls": 0.98891, "loss": 0.98891, "time": 0.34337} +{"mode": "train", "epoch": 60, "iter": 1600, "lr": 0.01645, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.81938, "top5_acc": 0.97438, "loss_cls": 0.94277, "loss": 0.94277, "time": 0.34337} +{"mode": "train", "epoch": 60, "iter": 1700, "lr": 0.01644, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82812, "top5_acc": 0.97375, "loss_cls": 0.90807, "loss": 0.90807, "time": 0.34385} +{"mode": "train", "epoch": 60, "iter": 1800, "lr": 0.01643, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82188, "top5_acc": 0.97375, "loss_cls": 0.92252, "loss": 0.92252, "time": 0.343} +{"mode": "train", "epoch": 60, "iter": 1900, "lr": 0.01642, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8275, "top5_acc": 0.98062, "loss_cls": 0.86529, "loss": 0.86529, "time": 0.34367} +{"mode": "train", "epoch": 60, "iter": 2000, "lr": 0.01641, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.835, "top5_acc": 0.97812, "loss_cls": 0.87112, "loss": 0.87112, "time": 0.34286} +{"mode": "train", "epoch": 60, "iter": 2100, "lr": 0.0164, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83688, "top5_acc": 0.97812, "loss_cls": 0.84255, "loss": 0.84255, "time": 0.34247} +{"mode": "train", "epoch": 60, "iter": 2200, "lr": 0.01639, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81188, "top5_acc": 0.975, "loss_cls": 0.9766, "loss": 0.9766, "time": 0.3437} +{"mode": "train", "epoch": 60, "iter": 2300, "lr": 0.01638, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83625, "top5_acc": 0.97812, "loss_cls": 0.8621, "loss": 0.8621, "time": 0.34255} +{"mode": "train", "epoch": 60, "iter": 2400, "lr": 0.01637, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83188, "top5_acc": 0.98188, "loss_cls": 0.83765, "loss": 0.83765, "time": 0.34281} +{"mode": "train", "epoch": 60, "iter": 2500, "lr": 0.01636, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82, "top5_acc": 0.975, "loss_cls": 0.93661, "loss": 0.93661, "time": 0.34308} +{"mode": "val", "epoch": 60, "iter": 1031, "lr": 0.01636, "top1_acc": 0.7882, "top5_acc": 0.96676} +{"mode": "train", "epoch": 61, "iter": 100, "lr": 0.01635, "memory": 6499, "data_time": 0.18228, "top1_acc": 0.835, "top5_acc": 0.97875, "loss_cls": 0.84085, "loss": 0.84085, "time": 0.40812} +{"mode": "train", "epoch": 61, "iter": 200, "lr": 0.01634, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83562, "top5_acc": 0.9825, "loss_cls": 0.89533, "loss": 0.89533, "time": 0.22455} +{"mode": "train", "epoch": 61, "iter": 300, "lr": 0.01633, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.8425, "top5_acc": 0.97938, "loss_cls": 0.82549, "loss": 0.82549, "time": 0.22571} +{"mode": "train", "epoch": 61, "iter": 400, "lr": 0.01632, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84688, "top5_acc": 0.98312, "loss_cls": 0.80839, "loss": 0.80839, "time": 0.22571} +{"mode": "train", "epoch": 61, "iter": 500, "lr": 0.01631, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84062, "top5_acc": 0.98062, "loss_cls": 0.82041, "loss": 0.82041, "time": 0.22587} +{"mode": "train", "epoch": 61, "iter": 600, "lr": 0.0163, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82125, "top5_acc": 0.97375, "loss_cls": 0.92362, "loss": 0.92362, "time": 0.2257} +{"mode": "train", "epoch": 61, "iter": 700, "lr": 0.01629, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8125, "top5_acc": 0.97438, "loss_cls": 0.93292, "loss": 0.93292, "time": 0.22613} +{"mode": "train", "epoch": 61, "iter": 800, "lr": 0.01628, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84188, "top5_acc": 0.9775, "loss_cls": 0.85741, "loss": 0.85741, "time": 0.22553} +{"mode": "train", "epoch": 61, "iter": 900, "lr": 0.01627, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82938, "top5_acc": 0.98188, "loss_cls": 0.87925, "loss": 0.87925, "time": 0.22546} +{"mode": "train", "epoch": 61, "iter": 1000, "lr": 0.01626, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.84062, "top5_acc": 0.97812, "loss_cls": 0.84704, "loss": 0.84704, "time": 0.22511} +{"mode": "train", "epoch": 61, "iter": 1100, "lr": 0.01625, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82625, "top5_acc": 0.97688, "loss_cls": 0.92729, "loss": 0.92729, "time": 0.22526} +{"mode": "train", "epoch": 61, "iter": 1200, "lr": 0.01624, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84375, "top5_acc": 0.98312, "loss_cls": 0.81815, "loss": 0.81815, "time": 0.22551} +{"mode": "train", "epoch": 61, "iter": 1300, "lr": 0.01623, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82562, "top5_acc": 0.97938, "loss_cls": 0.86882, "loss": 0.86882, "time": 0.22735} +{"mode": "train", "epoch": 61, "iter": 1400, "lr": 0.01622, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.81312, "top5_acc": 0.9675, "loss_cls": 0.9693, "loss": 0.9693, "time": 0.22687} +{"mode": "train", "epoch": 61, "iter": 1500, "lr": 0.01621, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8425, "top5_acc": 0.98562, "loss_cls": 0.82005, "loss": 0.82005, "time": 0.22684} +{"mode": "train", "epoch": 61, "iter": 1600, "lr": 0.0162, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83938, "top5_acc": 0.97625, "loss_cls": 0.86858, "loss": 0.86858, "time": 0.22563} +{"mode": "train", "epoch": 61, "iter": 1700, "lr": 0.01619, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84438, "top5_acc": 0.97812, "loss_cls": 0.8153, "loss": 0.8153, "time": 0.22604} +{"mode": "train", "epoch": 61, "iter": 1800, "lr": 0.01618, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82625, "top5_acc": 0.97688, "loss_cls": 0.92016, "loss": 0.92016, "time": 0.22716} +{"mode": "train", "epoch": 61, "iter": 1900, "lr": 0.01617, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83812, "top5_acc": 0.98438, "loss_cls": 0.83178, "loss": 0.83178, "time": 0.22505} +{"mode": "train", "epoch": 61, "iter": 2000, "lr": 0.01616, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83188, "top5_acc": 0.97375, "loss_cls": 0.9373, "loss": 0.9373, "time": 0.22554} +{"mode": "train", "epoch": 61, "iter": 2100, "lr": 0.01615, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83875, "top5_acc": 0.98125, "loss_cls": 0.84585, "loss": 0.84585, "time": 0.22636} +{"mode": "train", "epoch": 61, "iter": 2200, "lr": 0.01614, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.82312, "top5_acc": 0.9775, "loss_cls": 0.86026, "loss": 0.86026, "time": 0.22622} +{"mode": "train", "epoch": 61, "iter": 2300, "lr": 0.01613, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84438, "top5_acc": 0.9775, "loss_cls": 0.865, "loss": 0.865, "time": 0.22625} +{"mode": "train", "epoch": 61, "iter": 2400, "lr": 0.01612, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82812, "top5_acc": 0.98062, "loss_cls": 0.8409, "loss": 0.8409, "time": 0.22622} +{"mode": "train", "epoch": 61, "iter": 2500, "lr": 0.01611, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81938, "top5_acc": 0.97438, "loss_cls": 0.93962, "loss": 0.93962, "time": 0.22674} +{"mode": "val", "epoch": 61, "iter": 1031, "lr": 0.01611, "top1_acc": 0.76927, "top5_acc": 0.95827} +{"mode": "train", "epoch": 62, "iter": 100, "lr": 0.0161, "memory": 6499, "data_time": 0.18357, "top1_acc": 0.84188, "top5_acc": 0.98375, "loss_cls": 0.7847, "loss": 0.7847, "time": 0.41026} +{"mode": "train", "epoch": 62, "iter": 200, "lr": 0.01609, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.83625, "top5_acc": 0.9775, "loss_cls": 0.83365, "loss": 0.83365, "time": 0.22645} +{"mode": "train", "epoch": 62, "iter": 300, "lr": 0.01608, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8375, "top5_acc": 0.97562, "loss_cls": 0.87338, "loss": 0.87338, "time": 0.22599} +{"mode": "train", "epoch": 62, "iter": 400, "lr": 0.01607, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85125, "top5_acc": 0.97625, "loss_cls": 0.80723, "loss": 0.80723, "time": 0.22703} +{"mode": "train", "epoch": 62, "iter": 500, "lr": 0.01606, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.81938, "top5_acc": 0.9775, "loss_cls": 0.9111, "loss": 0.9111, "time": 0.2271} +{"mode": "train", "epoch": 62, "iter": 600, "lr": 0.01605, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8425, "top5_acc": 0.975, "loss_cls": 0.83421, "loss": 0.83421, "time": 0.22731} +{"mode": "train", "epoch": 62, "iter": 700, "lr": 0.01604, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.835, "top5_acc": 0.97812, "loss_cls": 0.84907, "loss": 0.84907, "time": 0.22706} +{"mode": "train", "epoch": 62, "iter": 800, "lr": 0.01603, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.83438, "top5_acc": 0.97875, "loss_cls": 0.88418, "loss": 0.88418, "time": 0.22626} +{"mode": "train", "epoch": 62, "iter": 900, "lr": 0.01602, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.82188, "top5_acc": 0.97438, "loss_cls": 0.91474, "loss": 0.91474, "time": 0.22598} +{"mode": "train", "epoch": 62, "iter": 1000, "lr": 0.01601, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83438, "top5_acc": 0.98, "loss_cls": 0.8601, "loss": 0.8601, "time": 0.2268} +{"mode": "train", "epoch": 62, "iter": 1100, "lr": 0.016, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84312, "top5_acc": 0.97875, "loss_cls": 0.82663, "loss": 0.82663, "time": 0.22645} +{"mode": "train", "epoch": 62, "iter": 1200, "lr": 0.01599, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.8325, "top5_acc": 0.97938, "loss_cls": 0.8397, "loss": 0.8397, "time": 0.22771} +{"mode": "train", "epoch": 62, "iter": 1300, "lr": 0.01598, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83375, "top5_acc": 0.97875, "loss_cls": 0.8302, "loss": 0.8302, "time": 0.22643} +{"mode": "train", "epoch": 62, "iter": 1400, "lr": 0.01597, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82625, "top5_acc": 0.98, "loss_cls": 0.89041, "loss": 0.89041, "time": 0.22589} +{"mode": "train", "epoch": 62, "iter": 1500, "lr": 0.01596, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85438, "top5_acc": 0.98312, "loss_cls": 0.79246, "loss": 0.79246, "time": 0.2262} +{"mode": "train", "epoch": 62, "iter": 1600, "lr": 0.01595, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.85125, "top5_acc": 0.9825, "loss_cls": 0.78465, "loss": 0.78465, "time": 0.22586} +{"mode": "train", "epoch": 62, "iter": 1700, "lr": 0.01594, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83, "top5_acc": 0.97812, "loss_cls": 0.87897, "loss": 0.87897, "time": 0.22693} +{"mode": "train", "epoch": 62, "iter": 1800, "lr": 0.01593, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83688, "top5_acc": 0.9775, "loss_cls": 0.85654, "loss": 0.85654, "time": 0.22709} +{"mode": "train", "epoch": 62, "iter": 1900, "lr": 0.01592, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.82875, "top5_acc": 0.97188, "loss_cls": 0.88106, "loss": 0.88106, "time": 0.22661} +{"mode": "train", "epoch": 62, "iter": 2000, "lr": 0.01591, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84438, "top5_acc": 0.9825, "loss_cls": 0.81726, "loss": 0.81726, "time": 0.22835} +{"mode": "train", "epoch": 62, "iter": 2100, "lr": 0.0159, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.83688, "top5_acc": 0.97938, "loss_cls": 0.86218, "loss": 0.86218, "time": 0.22678} +{"mode": "train", "epoch": 62, "iter": 2200, "lr": 0.01589, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83062, "top5_acc": 0.97938, "loss_cls": 0.84106, "loss": 0.84106, "time": 0.22563} +{"mode": "train", "epoch": 62, "iter": 2300, "lr": 0.01588, "memory": 6499, "data_time": 0.00017, "top1_acc": 0.8275, "top5_acc": 0.97688, "loss_cls": 0.90487, "loss": 0.90487, "time": 0.22603} +{"mode": "train", "epoch": 62, "iter": 2400, "lr": 0.01587, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.85312, "top5_acc": 0.97938, "loss_cls": 0.76276, "loss": 0.76276, "time": 0.22634} +{"mode": "train", "epoch": 62, "iter": 2500, "lr": 0.01586, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82562, "top5_acc": 0.97438, "loss_cls": 0.91866, "loss": 0.91866, "time": 0.22835} +{"mode": "val", "epoch": 62, "iter": 1031, "lr": 0.01586, "top1_acc": 0.72045, "top5_acc": 0.92394} +{"mode": "train", "epoch": 63, "iter": 100, "lr": 0.01585, "memory": 6499, "data_time": 0.18953, "top1_acc": 0.85188, "top5_acc": 0.97812, "loss_cls": 0.79715, "loss": 0.79715, "time": 0.417} +{"mode": "train", "epoch": 63, "iter": 200, "lr": 0.01584, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.83438, "top5_acc": 0.98188, "loss_cls": 0.82504, "loss": 0.82504, "time": 0.22559} +{"mode": "train", "epoch": 63, "iter": 300, "lr": 0.01583, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82188, "top5_acc": 0.975, "loss_cls": 0.88648, "loss": 0.88648, "time": 0.22647} +{"mode": "train", "epoch": 63, "iter": 400, "lr": 0.01582, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.82438, "top5_acc": 0.97875, "loss_cls": 0.865, "loss": 0.865, "time": 0.2261} +{"mode": "train", "epoch": 63, "iter": 500, "lr": 0.01581, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85375, "top5_acc": 0.97688, "loss_cls": 0.78443, "loss": 0.78443, "time": 0.226} +{"mode": "train", "epoch": 63, "iter": 600, "lr": 0.0158, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.84125, "top5_acc": 0.98062, "loss_cls": 0.82377, "loss": 0.82377, "time": 0.2275} +{"mode": "train", "epoch": 63, "iter": 700, "lr": 0.01579, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.835, "top5_acc": 0.98188, "loss_cls": 0.79167, "loss": 0.79167, "time": 0.2264} +{"mode": "train", "epoch": 63, "iter": 800, "lr": 0.01578, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8325, "top5_acc": 0.97625, "loss_cls": 0.857, "loss": 0.857, "time": 0.22682} +{"mode": "train", "epoch": 63, "iter": 900, "lr": 0.01577, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83312, "top5_acc": 0.98062, "loss_cls": 0.88293, "loss": 0.88293, "time": 0.22583} +{"mode": "train", "epoch": 63, "iter": 1000, "lr": 0.01576, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.85188, "top5_acc": 0.97938, "loss_cls": 0.78412, "loss": 0.78412, "time": 0.22638} +{"mode": "train", "epoch": 63, "iter": 1100, "lr": 0.01575, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85125, "top5_acc": 0.97938, "loss_cls": 0.79864, "loss": 0.79864, "time": 0.22601} +{"mode": "train", "epoch": 63, "iter": 1200, "lr": 0.01574, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.81312, "top5_acc": 0.9725, "loss_cls": 0.93383, "loss": 0.93383, "time": 0.22538} +{"mode": "train", "epoch": 63, "iter": 1300, "lr": 0.01573, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.83562, "top5_acc": 0.98438, "loss_cls": 0.79845, "loss": 0.79845, "time": 0.22707} +{"mode": "train", "epoch": 63, "iter": 1400, "lr": 0.01572, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.845, "top5_acc": 0.98, "loss_cls": 0.81369, "loss": 0.81369, "time": 0.22718} +{"mode": "train", "epoch": 63, "iter": 1500, "lr": 0.01571, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82125, "top5_acc": 0.975, "loss_cls": 0.92245, "loss": 0.92245, "time": 0.22705} +{"mode": "train", "epoch": 63, "iter": 1600, "lr": 0.0157, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82875, "top5_acc": 0.98312, "loss_cls": 0.85375, "loss": 0.85375, "time": 0.22647} +{"mode": "train", "epoch": 63, "iter": 1700, "lr": 0.01569, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8325, "top5_acc": 0.975, "loss_cls": 0.87179, "loss": 0.87179, "time": 0.22722} +{"mode": "train", "epoch": 63, "iter": 1800, "lr": 0.01568, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.845, "top5_acc": 0.97812, "loss_cls": 0.81738, "loss": 0.81738, "time": 0.22797} +{"mode": "train", "epoch": 63, "iter": 1900, "lr": 0.01567, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84375, "top5_acc": 0.97688, "loss_cls": 0.85749, "loss": 0.85749, "time": 0.22608} +{"mode": "train", "epoch": 63, "iter": 2000, "lr": 0.01566, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83375, "top5_acc": 0.97875, "loss_cls": 0.927, "loss": 0.927, "time": 0.22598} +{"mode": "train", "epoch": 63, "iter": 2100, "lr": 0.01565, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82938, "top5_acc": 0.97562, "loss_cls": 0.90519, "loss": 0.90519, "time": 0.22693} +{"mode": "train", "epoch": 63, "iter": 2200, "lr": 0.01564, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84062, "top5_acc": 0.97812, "loss_cls": 0.86984, "loss": 0.86984, "time": 0.22818} +{"mode": "train", "epoch": 63, "iter": 2300, "lr": 0.01563, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84438, "top5_acc": 0.97938, "loss_cls": 0.80836, "loss": 0.80836, "time": 0.2271} +{"mode": "train", "epoch": 63, "iter": 2400, "lr": 0.01562, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82562, "top5_acc": 0.97438, "loss_cls": 0.93083, "loss": 0.93083, "time": 0.22552} +{"mode": "train", "epoch": 63, "iter": 2500, "lr": 0.01561, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84125, "top5_acc": 0.9775, "loss_cls": 0.83082, "loss": 0.83082, "time": 0.22505} +{"mode": "val", "epoch": 63, "iter": 1031, "lr": 0.01561, "top1_acc": 0.77091, "top5_acc": 0.95584} +{"mode": "train", "epoch": 64, "iter": 100, "lr": 0.0156, "memory": 6499, "data_time": 0.18349, "top1_acc": 0.84562, "top5_acc": 0.97875, "loss_cls": 0.80054, "loss": 0.80054, "time": 0.40937} +{"mode": "train", "epoch": 64, "iter": 200, "lr": 0.01559, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.835, "top5_acc": 0.97688, "loss_cls": 0.86093, "loss": 0.86093, "time": 0.2264} +{"mode": "train", "epoch": 64, "iter": 300, "lr": 0.01558, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84812, "top5_acc": 0.98375, "loss_cls": 0.78574, "loss": 0.78574, "time": 0.22611} +{"mode": "train", "epoch": 64, "iter": 400, "lr": 0.01557, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84, "top5_acc": 0.97875, "loss_cls": 0.84517, "loss": 0.84517, "time": 0.22619} +{"mode": "train", "epoch": 64, "iter": 500, "lr": 0.01556, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83562, "top5_acc": 0.98, "loss_cls": 0.85277, "loss": 0.85277, "time": 0.22582} +{"mode": "train", "epoch": 64, "iter": 600, "lr": 0.01555, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.84188, "top5_acc": 0.97938, "loss_cls": 0.80415, "loss": 0.80415, "time": 0.22539} +{"mode": "train", "epoch": 64, "iter": 700, "lr": 0.01554, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8425, "top5_acc": 0.98562, "loss_cls": 0.81805, "loss": 0.81805, "time": 0.22577} +{"mode": "train", "epoch": 64, "iter": 800, "lr": 0.01553, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.83625, "top5_acc": 0.9775, "loss_cls": 0.86668, "loss": 0.86668, "time": 0.22544} +{"mode": "train", "epoch": 64, "iter": 900, "lr": 0.01552, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.83312, "top5_acc": 0.97688, "loss_cls": 0.8732, "loss": 0.8732, "time": 0.22573} +{"mode": "train", "epoch": 64, "iter": 1000, "lr": 0.01551, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8375, "top5_acc": 0.98438, "loss_cls": 0.84359, "loss": 0.84359, "time": 0.22675} +{"mode": "train", "epoch": 64, "iter": 1100, "lr": 0.0155, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84062, "top5_acc": 0.97688, "loss_cls": 0.84672, "loss": 0.84672, "time": 0.22616} +{"mode": "train", "epoch": 64, "iter": 1200, "lr": 0.01549, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83312, "top5_acc": 0.97688, "loss_cls": 0.85315, "loss": 0.85315, "time": 0.22636} +{"mode": "train", "epoch": 64, "iter": 1300, "lr": 0.01548, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82625, "top5_acc": 0.97875, "loss_cls": 0.85674, "loss": 0.85674, "time": 0.22736} +{"mode": "train", "epoch": 64, "iter": 1400, "lr": 0.01547, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8425, "top5_acc": 0.9775, "loss_cls": 0.84626, "loss": 0.84626, "time": 0.22643} +{"mode": "train", "epoch": 64, "iter": 1500, "lr": 0.01546, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83938, "top5_acc": 0.97938, "loss_cls": 0.84568, "loss": 0.84568, "time": 0.22733} +{"mode": "train", "epoch": 64, "iter": 1600, "lr": 0.01545, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83125, "top5_acc": 0.97688, "loss_cls": 0.87189, "loss": 0.87189, "time": 0.22674} +{"mode": "train", "epoch": 64, "iter": 1700, "lr": 0.01544, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.845, "top5_acc": 0.98438, "loss_cls": 0.75149, "loss": 0.75149, "time": 0.22711} +{"mode": "train", "epoch": 64, "iter": 1800, "lr": 0.01543, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83562, "top5_acc": 0.97875, "loss_cls": 0.82278, "loss": 0.82278, "time": 0.22657} +{"mode": "train", "epoch": 64, "iter": 1900, "lr": 0.01542, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85062, "top5_acc": 0.975, "loss_cls": 0.80092, "loss": 0.80092, "time": 0.2268} +{"mode": "train", "epoch": 64, "iter": 2000, "lr": 0.01541, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8325, "top5_acc": 0.97938, "loss_cls": 0.89856, "loss": 0.89856, "time": 0.22641} +{"mode": "train", "epoch": 64, "iter": 2100, "lr": 0.0154, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.85, "top5_acc": 0.9825, "loss_cls": 0.78023, "loss": 0.78023, "time": 0.22553} +{"mode": "train", "epoch": 64, "iter": 2200, "lr": 0.01539, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.83375, "top5_acc": 0.97938, "loss_cls": 0.87935, "loss": 0.87935, "time": 0.22604} +{"mode": "train", "epoch": 64, "iter": 2300, "lr": 0.01538, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.82875, "top5_acc": 0.97812, "loss_cls": 0.90411, "loss": 0.90411, "time": 0.22599} +{"mode": "train", "epoch": 64, "iter": 2400, "lr": 0.01537, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83125, "top5_acc": 0.97438, "loss_cls": 0.9043, "loss": 0.9043, "time": 0.22659} +{"mode": "train", "epoch": 64, "iter": 2500, "lr": 0.01536, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.82938, "top5_acc": 0.97438, "loss_cls": 0.90623, "loss": 0.90623, "time": 0.22734} +{"mode": "val", "epoch": 64, "iter": 1031, "lr": 0.01535, "top1_acc": 0.79469, "top5_acc": 0.9664} +{"mode": "train", "epoch": 65, "iter": 100, "lr": 0.01534, "memory": 6499, "data_time": 0.19244, "top1_acc": 0.84875, "top5_acc": 0.98312, "loss_cls": 0.75248, "loss": 0.75248, "time": 0.4205} +{"mode": "train", "epoch": 65, "iter": 200, "lr": 0.01533, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84125, "top5_acc": 0.98188, "loss_cls": 0.83531, "loss": 0.83531, "time": 0.22665} +{"mode": "train", "epoch": 65, "iter": 300, "lr": 0.01532, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86188, "top5_acc": 0.98125, "loss_cls": 0.74878, "loss": 0.74878, "time": 0.22704} +{"mode": "train", "epoch": 65, "iter": 400, "lr": 0.01531, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84062, "top5_acc": 0.98062, "loss_cls": 0.82478, "loss": 0.82478, "time": 0.22641} +{"mode": "train", "epoch": 65, "iter": 500, "lr": 0.0153, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84938, "top5_acc": 0.97438, "loss_cls": 0.81183, "loss": 0.81183, "time": 0.22709} +{"mode": "train", "epoch": 65, "iter": 600, "lr": 0.01529, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.835, "top5_acc": 0.97312, "loss_cls": 0.86516, "loss": 0.86516, "time": 0.22764} +{"mode": "train", "epoch": 65, "iter": 700, "lr": 0.01528, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.82875, "top5_acc": 0.97438, "loss_cls": 0.84883, "loss": 0.84883, "time": 0.22652} +{"mode": "train", "epoch": 65, "iter": 800, "lr": 0.01527, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85, "top5_acc": 0.98125, "loss_cls": 0.78808, "loss": 0.78808, "time": 0.22645} +{"mode": "train", "epoch": 65, "iter": 900, "lr": 0.01526, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83375, "top5_acc": 0.97188, "loss_cls": 0.88893, "loss": 0.88893, "time": 0.22772} +{"mode": "train", "epoch": 65, "iter": 1000, "lr": 0.01525, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84375, "top5_acc": 0.98375, "loss_cls": 0.75565, "loss": 0.75565, "time": 0.22831} +{"mode": "train", "epoch": 65, "iter": 1100, "lr": 0.01524, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84812, "top5_acc": 0.97625, "loss_cls": 0.79948, "loss": 0.79948, "time": 0.22669} +{"mode": "train", "epoch": 65, "iter": 1200, "lr": 0.01523, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84688, "top5_acc": 0.985, "loss_cls": 0.78271, "loss": 0.78271, "time": 0.22738} +{"mode": "train", "epoch": 65, "iter": 1300, "lr": 0.01522, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8475, "top5_acc": 0.98312, "loss_cls": 0.80881, "loss": 0.80881, "time": 0.22747} +{"mode": "train", "epoch": 65, "iter": 1400, "lr": 0.01521, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83562, "top5_acc": 0.97812, "loss_cls": 0.84931, "loss": 0.84931, "time": 0.22864} +{"mode": "train", "epoch": 65, "iter": 1500, "lr": 0.0152, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.8425, "top5_acc": 0.98, "loss_cls": 0.82966, "loss": 0.82966, "time": 0.22808} +{"mode": "train", "epoch": 65, "iter": 1600, "lr": 0.01519, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.835, "top5_acc": 0.97625, "loss_cls": 0.86639, "loss": 0.86639, "time": 0.22699} +{"mode": "train", "epoch": 65, "iter": 1700, "lr": 0.01518, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83625, "top5_acc": 0.9775, "loss_cls": 0.84352, "loss": 0.84352, "time": 0.2282} +{"mode": "train", "epoch": 65, "iter": 1800, "lr": 0.01517, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82688, "top5_acc": 0.98, "loss_cls": 0.89208, "loss": 0.89208, "time": 0.22716} +{"mode": "train", "epoch": 65, "iter": 1900, "lr": 0.01516, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84125, "top5_acc": 0.985, "loss_cls": 0.79511, "loss": 0.79511, "time": 0.22712} +{"mode": "train", "epoch": 65, "iter": 2000, "lr": 0.01515, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.82375, "top5_acc": 0.97812, "loss_cls": 0.91728, "loss": 0.91728, "time": 0.22806} +{"mode": "train", "epoch": 65, "iter": 2100, "lr": 0.01514, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.82, "top5_acc": 0.97688, "loss_cls": 0.96223, "loss": 0.96223, "time": 0.2294} +{"mode": "train", "epoch": 65, "iter": 2200, "lr": 0.01513, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84688, "top5_acc": 0.975, "loss_cls": 0.86611, "loss": 0.86611, "time": 0.22705} +{"mode": "train", "epoch": 65, "iter": 2300, "lr": 0.01512, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.84188, "top5_acc": 0.98125, "loss_cls": 0.84463, "loss": 0.84463, "time": 0.22702} +{"mode": "train", "epoch": 65, "iter": 2400, "lr": 0.01511, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8625, "top5_acc": 0.98438, "loss_cls": 0.73755, "loss": 0.73755, "time": 0.22696} +{"mode": "train", "epoch": 65, "iter": 2500, "lr": 0.0151, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84625, "top5_acc": 0.97438, "loss_cls": 0.85064, "loss": 0.85064, "time": 0.22742} +{"mode": "val", "epoch": 65, "iter": 1031, "lr": 0.0151, "top1_acc": 0.76187, "top5_acc": 0.94808} +{"mode": "train", "epoch": 66, "iter": 100, "lr": 0.01509, "memory": 6499, "data_time": 0.19397, "top1_acc": 0.83375, "top5_acc": 0.98188, "loss_cls": 0.82076, "loss": 0.82076, "time": 0.42123} +{"mode": "train", "epoch": 66, "iter": 200, "lr": 0.01508, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85625, "top5_acc": 0.98062, "loss_cls": 0.75306, "loss": 0.75306, "time": 0.22663} +{"mode": "train", "epoch": 66, "iter": 300, "lr": 0.01507, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84812, "top5_acc": 0.98438, "loss_cls": 0.76397, "loss": 0.76397, "time": 0.22627} +{"mode": "train", "epoch": 66, "iter": 400, "lr": 0.01506, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84688, "top5_acc": 0.97875, "loss_cls": 0.80179, "loss": 0.80179, "time": 0.22698} +{"mode": "train", "epoch": 66, "iter": 500, "lr": 0.01505, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86375, "top5_acc": 0.98, "loss_cls": 0.75403, "loss": 0.75403, "time": 0.22673} +{"mode": "train", "epoch": 66, "iter": 600, "lr": 0.01504, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8325, "top5_acc": 0.97688, "loss_cls": 0.85518, "loss": 0.85518, "time": 0.22571} +{"mode": "train", "epoch": 66, "iter": 700, "lr": 0.01503, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.81812, "top5_acc": 0.97312, "loss_cls": 0.91343, "loss": 0.91343, "time": 0.2263} +{"mode": "train", "epoch": 66, "iter": 800, "lr": 0.01502, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85875, "top5_acc": 0.98125, "loss_cls": 0.75887, "loss": 0.75887, "time": 0.22679} +{"mode": "train", "epoch": 66, "iter": 900, "lr": 0.01501, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85375, "top5_acc": 0.97688, "loss_cls": 0.82911, "loss": 0.82911, "time": 0.22792} +{"mode": "train", "epoch": 66, "iter": 1000, "lr": 0.015, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83188, "top5_acc": 0.9775, "loss_cls": 0.87303, "loss": 0.87303, "time": 0.22653} +{"mode": "train", "epoch": 66, "iter": 1100, "lr": 0.01499, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.83688, "top5_acc": 0.9775, "loss_cls": 0.85107, "loss": 0.85107, "time": 0.22651} +{"mode": "train", "epoch": 66, "iter": 1200, "lr": 0.01498, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83562, "top5_acc": 0.98188, "loss_cls": 0.82752, "loss": 0.82752, "time": 0.22552} +{"mode": "train", "epoch": 66, "iter": 1300, "lr": 0.01497, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86, "top5_acc": 0.98188, "loss_cls": 0.80625, "loss": 0.80625, "time": 0.22818} +{"mode": "train", "epoch": 66, "iter": 1400, "lr": 0.01496, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83438, "top5_acc": 0.97438, "loss_cls": 0.88437, "loss": 0.88437, "time": 0.22728} +{"mode": "train", "epoch": 66, "iter": 1500, "lr": 0.01495, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84, "top5_acc": 0.98312, "loss_cls": 0.84251, "loss": 0.84251, "time": 0.22721} +{"mode": "train", "epoch": 66, "iter": 1600, "lr": 0.01494, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.82938, "top5_acc": 0.9825, "loss_cls": 0.86279, "loss": 0.86279, "time": 0.22652} +{"mode": "train", "epoch": 66, "iter": 1700, "lr": 0.01493, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84312, "top5_acc": 0.985, "loss_cls": 0.78088, "loss": 0.78088, "time": 0.22673} +{"mode": "train", "epoch": 66, "iter": 1800, "lr": 0.01491, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83312, "top5_acc": 0.97312, "loss_cls": 0.8791, "loss": 0.8791, "time": 0.22729} +{"mode": "train", "epoch": 66, "iter": 1900, "lr": 0.0149, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.85562, "top5_acc": 0.98312, "loss_cls": 0.79234, "loss": 0.79234, "time": 0.22777} +{"mode": "train", "epoch": 66, "iter": 2000, "lr": 0.01489, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85438, "top5_acc": 0.98438, "loss_cls": 0.75475, "loss": 0.75475, "time": 0.22661} +{"mode": "train", "epoch": 66, "iter": 2100, "lr": 0.01488, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.83562, "top5_acc": 0.97938, "loss_cls": 0.84036, "loss": 0.84036, "time": 0.2289} +{"mode": "train", "epoch": 66, "iter": 2200, "lr": 0.01487, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84625, "top5_acc": 0.985, "loss_cls": 0.79329, "loss": 0.79329, "time": 0.22626} +{"mode": "train", "epoch": 66, "iter": 2300, "lr": 0.01486, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83688, "top5_acc": 0.98, "loss_cls": 0.84987, "loss": 0.84987, "time": 0.22736} +{"mode": "train", "epoch": 66, "iter": 2400, "lr": 0.01485, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.82562, "top5_acc": 0.97438, "loss_cls": 0.9152, "loss": 0.9152, "time": 0.2262} +{"mode": "train", "epoch": 66, "iter": 2500, "lr": 0.01484, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.8525, "top5_acc": 0.97688, "loss_cls": 0.81902, "loss": 0.81902, "time": 0.22568} +{"mode": "val", "epoch": 66, "iter": 1031, "lr": 0.01484, "top1_acc": 0.77309, "top5_acc": 0.95366} +{"mode": "train", "epoch": 67, "iter": 100, "lr": 0.01483, "memory": 6499, "data_time": 0.19016, "top1_acc": 0.85062, "top5_acc": 0.98375, "loss_cls": 0.77361, "loss": 0.77361, "time": 0.41578} +{"mode": "train", "epoch": 67, "iter": 200, "lr": 0.01482, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.83938, "top5_acc": 0.97688, "loss_cls": 0.82952, "loss": 0.82952, "time": 0.22582} +{"mode": "train", "epoch": 67, "iter": 300, "lr": 0.01481, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.845, "top5_acc": 0.98375, "loss_cls": 0.83854, "loss": 0.83854, "time": 0.22581} +{"mode": "train", "epoch": 67, "iter": 400, "lr": 0.0148, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83875, "top5_acc": 0.9725, "loss_cls": 0.83159, "loss": 0.83159, "time": 0.22617} +{"mode": "train", "epoch": 67, "iter": 500, "lr": 0.01479, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83125, "top5_acc": 0.97875, "loss_cls": 0.83613, "loss": 0.83613, "time": 0.22688} +{"mode": "train", "epoch": 67, "iter": 600, "lr": 0.01478, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85312, "top5_acc": 0.98688, "loss_cls": 0.7815, "loss": 0.7815, "time": 0.2266} +{"mode": "train", "epoch": 67, "iter": 700, "lr": 0.01477, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84812, "top5_acc": 0.98375, "loss_cls": 0.81596, "loss": 0.81596, "time": 0.22591} +{"mode": "train", "epoch": 67, "iter": 800, "lr": 0.01476, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85625, "top5_acc": 0.98812, "loss_cls": 0.73809, "loss": 0.73809, "time": 0.22644} +{"mode": "train", "epoch": 67, "iter": 900, "lr": 0.01475, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84312, "top5_acc": 0.97938, "loss_cls": 0.8306, "loss": 0.8306, "time": 0.22657} +{"mode": "train", "epoch": 67, "iter": 1000, "lr": 0.01474, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.845, "top5_acc": 0.98062, "loss_cls": 0.78218, "loss": 0.78218, "time": 0.22684} +{"mode": "train", "epoch": 67, "iter": 1100, "lr": 0.01473, "memory": 6499, "data_time": 0.00044, "top1_acc": 0.835, "top5_acc": 0.97312, "loss_cls": 0.86681, "loss": 0.86681, "time": 0.22778} +{"mode": "train", "epoch": 67, "iter": 1200, "lr": 0.01472, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84562, "top5_acc": 0.97312, "loss_cls": 0.82616, "loss": 0.82616, "time": 0.22666} +{"mode": "train", "epoch": 67, "iter": 1300, "lr": 0.01471, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84, "top5_acc": 0.97625, "loss_cls": 0.82702, "loss": 0.82702, "time": 0.2269} +{"mode": "train", "epoch": 67, "iter": 1400, "lr": 0.0147, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84312, "top5_acc": 0.97875, "loss_cls": 0.86733, "loss": 0.86733, "time": 0.22773} +{"mode": "train", "epoch": 67, "iter": 1500, "lr": 0.01469, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85062, "top5_acc": 0.9825, "loss_cls": 0.77895, "loss": 0.77895, "time": 0.22636} +{"mode": "train", "epoch": 67, "iter": 1600, "lr": 0.01468, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8375, "top5_acc": 0.9825, "loss_cls": 0.80774, "loss": 0.80774, "time": 0.22639} +{"mode": "train", "epoch": 67, "iter": 1700, "lr": 0.01467, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84938, "top5_acc": 0.97875, "loss_cls": 0.81158, "loss": 0.81158, "time": 0.22812} +{"mode": "train", "epoch": 67, "iter": 1800, "lr": 0.01466, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84812, "top5_acc": 0.98188, "loss_cls": 0.79497, "loss": 0.79497, "time": 0.22674} +{"mode": "train", "epoch": 67, "iter": 1900, "lr": 0.01465, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84188, "top5_acc": 0.98125, "loss_cls": 0.77, "loss": 0.77, "time": 0.22635} +{"mode": "train", "epoch": 67, "iter": 2000, "lr": 0.01464, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84375, "top5_acc": 0.98188, "loss_cls": 0.84584, "loss": 0.84584, "time": 0.22733} +{"mode": "train", "epoch": 67, "iter": 2100, "lr": 0.01463, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8275, "top5_acc": 0.97688, "loss_cls": 0.92108, "loss": 0.92108, "time": 0.22619} +{"mode": "train", "epoch": 67, "iter": 2200, "lr": 0.01462, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84125, "top5_acc": 0.97688, "loss_cls": 0.85474, "loss": 0.85474, "time": 0.22601} +{"mode": "train", "epoch": 67, "iter": 2300, "lr": 0.01461, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84438, "top5_acc": 0.9825, "loss_cls": 0.83328, "loss": 0.83328, "time": 0.22687} +{"mode": "train", "epoch": 67, "iter": 2400, "lr": 0.0146, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.84062, "top5_acc": 0.97875, "loss_cls": 0.80932, "loss": 0.80932, "time": 0.22837} +{"mode": "train", "epoch": 67, "iter": 2500, "lr": 0.01459, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.83312, "top5_acc": 0.97625, "loss_cls": 0.88113, "loss": 0.88113, "time": 0.22637} +{"mode": "val", "epoch": 67, "iter": 1031, "lr": 0.01458, "top1_acc": 0.79748, "top5_acc": 0.96355} +{"mode": "train", "epoch": 68, "iter": 100, "lr": 0.01457, "memory": 6499, "data_time": 0.19502, "top1_acc": 0.84688, "top5_acc": 0.98688, "loss_cls": 0.78493, "loss": 0.78493, "time": 0.42055} +{"mode": "train", "epoch": 68, "iter": 200, "lr": 0.01456, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85875, "top5_acc": 0.97938, "loss_cls": 0.76037, "loss": 0.76037, "time": 0.22619} +{"mode": "train", "epoch": 68, "iter": 300, "lr": 0.01455, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84562, "top5_acc": 0.98562, "loss_cls": 0.80562, "loss": 0.80562, "time": 0.22537} +{"mode": "train", "epoch": 68, "iter": 400, "lr": 0.01454, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84062, "top5_acc": 0.97625, "loss_cls": 0.82852, "loss": 0.82852, "time": 0.22717} +{"mode": "train", "epoch": 68, "iter": 500, "lr": 0.01453, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83562, "top5_acc": 0.97875, "loss_cls": 0.89058, "loss": 0.89058, "time": 0.2269} +{"mode": "train", "epoch": 68, "iter": 600, "lr": 0.01452, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84812, "top5_acc": 0.98375, "loss_cls": 0.74795, "loss": 0.74795, "time": 0.22817} +{"mode": "train", "epoch": 68, "iter": 700, "lr": 0.01451, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.85625, "top5_acc": 0.98562, "loss_cls": 0.76568, "loss": 0.76568, "time": 0.228} +{"mode": "train", "epoch": 68, "iter": 800, "lr": 0.0145, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86312, "top5_acc": 0.98312, "loss_cls": 0.71772, "loss": 0.71772, "time": 0.22592} +{"mode": "train", "epoch": 68, "iter": 900, "lr": 0.01449, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84438, "top5_acc": 0.9875, "loss_cls": 0.73627, "loss": 0.73627, "time": 0.22559} +{"mode": "train", "epoch": 68, "iter": 1000, "lr": 0.01448, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8425, "top5_acc": 0.98188, "loss_cls": 0.84151, "loss": 0.84151, "time": 0.22487} +{"mode": "train", "epoch": 68, "iter": 1100, "lr": 0.01447, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.85688, "top5_acc": 0.97875, "loss_cls": 0.78806, "loss": 0.78806, "time": 0.22552} +{"mode": "train", "epoch": 68, "iter": 1200, "lr": 0.01446, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83812, "top5_acc": 0.98375, "loss_cls": 0.8038, "loss": 0.8038, "time": 0.22577} +{"mode": "train", "epoch": 68, "iter": 1300, "lr": 0.01445, "memory": 6499, "data_time": 0.00041, "top1_acc": 0.86125, "top5_acc": 0.97875, "loss_cls": 0.78262, "loss": 0.78262, "time": 0.22727} +{"mode": "train", "epoch": 68, "iter": 1400, "lr": 0.01444, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8675, "top5_acc": 0.98062, "loss_cls": 0.7533, "loss": 0.7533, "time": 0.2274} +{"mode": "train", "epoch": 68, "iter": 1500, "lr": 0.01443, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83562, "top5_acc": 0.97688, "loss_cls": 0.87208, "loss": 0.87208, "time": 0.22739} +{"mode": "train", "epoch": 68, "iter": 1600, "lr": 0.01442, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8425, "top5_acc": 0.97938, "loss_cls": 0.76982, "loss": 0.76982, "time": 0.22631} +{"mode": "train", "epoch": 68, "iter": 1700, "lr": 0.01441, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.83062, "top5_acc": 0.97062, "loss_cls": 0.86699, "loss": 0.86699, "time": 0.2277} +{"mode": "train", "epoch": 68, "iter": 1800, "lr": 0.0144, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.83562, "top5_acc": 0.97938, "loss_cls": 0.85365, "loss": 0.85365, "time": 0.22656} +{"mode": "train", "epoch": 68, "iter": 1900, "lr": 0.01439, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84188, "top5_acc": 0.97688, "loss_cls": 0.88423, "loss": 0.88423, "time": 0.22608} +{"mode": "train", "epoch": 68, "iter": 2000, "lr": 0.01438, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.84812, "top5_acc": 0.98312, "loss_cls": 0.81916, "loss": 0.81916, "time": 0.22661} +{"mode": "train", "epoch": 68, "iter": 2100, "lr": 0.01437, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.845, "top5_acc": 0.98188, "loss_cls": 0.79857, "loss": 0.79857, "time": 0.22593} +{"mode": "train", "epoch": 68, "iter": 2200, "lr": 0.01436, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83875, "top5_acc": 0.98062, "loss_cls": 0.82713, "loss": 0.82713, "time": 0.22646} +{"mode": "train", "epoch": 68, "iter": 2300, "lr": 0.01435, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.85938, "top5_acc": 0.98062, "loss_cls": 0.74332, "loss": 0.74332, "time": 0.22702} +{"mode": "train", "epoch": 68, "iter": 2400, "lr": 0.01434, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84062, "top5_acc": 0.97938, "loss_cls": 0.82858, "loss": 0.82858, "time": 0.2262} +{"mode": "train", "epoch": 68, "iter": 2500, "lr": 0.01433, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83812, "top5_acc": 0.9775, "loss_cls": 0.85634, "loss": 0.85634, "time": 0.22652} +{"mode": "val", "epoch": 68, "iter": 1031, "lr": 0.01433, "top1_acc": 0.76412, "top5_acc": 0.94832} +{"mode": "train", "epoch": 69, "iter": 100, "lr": 0.01432, "memory": 6499, "data_time": 0.19226, "top1_acc": 0.85438, "top5_acc": 0.98438, "loss_cls": 0.7617, "loss": 0.7617, "time": 0.41737} +{"mode": "train", "epoch": 69, "iter": 200, "lr": 0.01431, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84188, "top5_acc": 0.98375, "loss_cls": 0.81914, "loss": 0.81914, "time": 0.22554} +{"mode": "train", "epoch": 69, "iter": 300, "lr": 0.0143, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.83188, "top5_acc": 0.98062, "loss_cls": 0.81896, "loss": 0.81896, "time": 0.22548} +{"mode": "train", "epoch": 69, "iter": 400, "lr": 0.01428, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85188, "top5_acc": 0.9775, "loss_cls": 0.81705, "loss": 0.81705, "time": 0.22528} +{"mode": "train", "epoch": 69, "iter": 500, "lr": 0.01427, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86812, "top5_acc": 0.98188, "loss_cls": 0.74027, "loss": 0.74027, "time": 0.2254} +{"mode": "train", "epoch": 69, "iter": 600, "lr": 0.01426, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.84688, "top5_acc": 0.97688, "loss_cls": 0.802, "loss": 0.802, "time": 0.22722} +{"mode": "train", "epoch": 69, "iter": 700, "lr": 0.01425, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84625, "top5_acc": 0.98188, "loss_cls": 0.79593, "loss": 0.79593, "time": 0.2273} +{"mode": "train", "epoch": 69, "iter": 800, "lr": 0.01424, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85875, "top5_acc": 0.98125, "loss_cls": 0.7701, "loss": 0.7701, "time": 0.22625} +{"mode": "train", "epoch": 69, "iter": 900, "lr": 0.01423, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8525, "top5_acc": 0.9775, "loss_cls": 0.78115, "loss": 0.78115, "time": 0.22599} +{"mode": "train", "epoch": 69, "iter": 1000, "lr": 0.01422, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8475, "top5_acc": 0.9875, "loss_cls": 0.81449, "loss": 0.81449, "time": 0.22512} +{"mode": "train", "epoch": 69, "iter": 1100, "lr": 0.01421, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85312, "top5_acc": 0.97625, "loss_cls": 0.77765, "loss": 0.77765, "time": 0.22533} +{"mode": "train", "epoch": 69, "iter": 1200, "lr": 0.0142, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85812, "top5_acc": 0.98062, "loss_cls": 0.75796, "loss": 0.75796, "time": 0.22541} +{"mode": "train", "epoch": 69, "iter": 1300, "lr": 0.01419, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86, "top5_acc": 0.98562, "loss_cls": 0.72393, "loss": 0.72393, "time": 0.22689} +{"mode": "train", "epoch": 69, "iter": 1400, "lr": 0.01418, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.86938, "top5_acc": 0.99062, "loss_cls": 0.66253, "loss": 0.66253, "time": 0.22758} +{"mode": "train", "epoch": 69, "iter": 1500, "lr": 0.01417, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.86, "top5_acc": 0.97688, "loss_cls": 0.78342, "loss": 0.78342, "time": 0.22663} +{"mode": "train", "epoch": 69, "iter": 1600, "lr": 0.01416, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.82938, "top5_acc": 0.98125, "loss_cls": 0.88178, "loss": 0.88178, "time": 0.22779} +{"mode": "train", "epoch": 69, "iter": 1700, "lr": 0.01415, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.84875, "top5_acc": 0.98, "loss_cls": 0.80014, "loss": 0.80014, "time": 0.22703} +{"mode": "train", "epoch": 69, "iter": 1800, "lr": 0.01414, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85312, "top5_acc": 0.98312, "loss_cls": 0.75627, "loss": 0.75627, "time": 0.22611} +{"mode": "train", "epoch": 69, "iter": 1900, "lr": 0.01413, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84188, "top5_acc": 0.98062, "loss_cls": 0.85305, "loss": 0.85305, "time": 0.22589} +{"mode": "train", "epoch": 69, "iter": 2000, "lr": 0.01412, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83375, "top5_acc": 0.98125, "loss_cls": 0.83145, "loss": 0.83145, "time": 0.22546} +{"mode": "train", "epoch": 69, "iter": 2100, "lr": 0.01411, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85, "top5_acc": 0.98125, "loss_cls": 0.79828, "loss": 0.79828, "time": 0.22587} +{"mode": "train", "epoch": 69, "iter": 2200, "lr": 0.0141, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83125, "top5_acc": 0.98312, "loss_cls": 0.83609, "loss": 0.83609, "time": 0.22632} +{"mode": "train", "epoch": 69, "iter": 2300, "lr": 0.01409, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84, "top5_acc": 0.98, "loss_cls": 0.8316, "loss": 0.8316, "time": 0.22722} +{"mode": "train", "epoch": 69, "iter": 2400, "lr": 0.01408, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.835, "top5_acc": 0.97812, "loss_cls": 0.82921, "loss": 0.82921, "time": 0.22569} +{"mode": "train", "epoch": 69, "iter": 2500, "lr": 0.01407, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.83875, "top5_acc": 0.97938, "loss_cls": 0.82543, "loss": 0.82543, "time": 0.22675} +{"mode": "val", "epoch": 69, "iter": 1031, "lr": 0.01407, "top1_acc": 0.79111, "top5_acc": 0.95997} +{"mode": "train", "epoch": 70, "iter": 100, "lr": 0.01406, "memory": 6499, "data_time": 0.19229, "top1_acc": 0.86125, "top5_acc": 0.98375, "loss_cls": 0.73137, "loss": 0.73137, "time": 0.41904} +{"mode": "train", "epoch": 70, "iter": 200, "lr": 0.01405, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87125, "top5_acc": 0.98125, "loss_cls": 0.71728, "loss": 0.71728, "time": 0.22641} +{"mode": "train", "epoch": 70, "iter": 300, "lr": 0.01404, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85375, "top5_acc": 0.9775, "loss_cls": 0.78197, "loss": 0.78197, "time": 0.22651} +{"mode": "train", "epoch": 70, "iter": 400, "lr": 0.01403, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85, "top5_acc": 0.985, "loss_cls": 0.79147, "loss": 0.79147, "time": 0.22697} +{"mode": "train", "epoch": 70, "iter": 500, "lr": 0.01401, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86375, "top5_acc": 0.98375, "loss_cls": 0.74737, "loss": 0.74737, "time": 0.22649} +{"mode": "train", "epoch": 70, "iter": 600, "lr": 0.014, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.865, "top5_acc": 0.985, "loss_cls": 0.70405, "loss": 0.70405, "time": 0.22742} +{"mode": "train", "epoch": 70, "iter": 700, "lr": 0.01399, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85562, "top5_acc": 0.97875, "loss_cls": 0.80872, "loss": 0.80872, "time": 0.22772} +{"mode": "train", "epoch": 70, "iter": 800, "lr": 0.01398, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85562, "top5_acc": 0.98625, "loss_cls": 0.70977, "loss": 0.70977, "time": 0.22703} +{"mode": "train", "epoch": 70, "iter": 900, "lr": 0.01397, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86875, "top5_acc": 0.9825, "loss_cls": 0.72975, "loss": 0.72975, "time": 0.22647} +{"mode": "train", "epoch": 70, "iter": 1000, "lr": 0.01396, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86062, "top5_acc": 0.98125, "loss_cls": 0.7192, "loss": 0.7192, "time": 0.22597} +{"mode": "train", "epoch": 70, "iter": 1100, "lr": 0.01395, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.84812, "top5_acc": 0.98188, "loss_cls": 0.76579, "loss": 0.76579, "time": 0.22749} +{"mode": "train", "epoch": 70, "iter": 1200, "lr": 0.01394, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84938, "top5_acc": 0.98375, "loss_cls": 0.78295, "loss": 0.78295, "time": 0.22783} +{"mode": "train", "epoch": 70, "iter": 1300, "lr": 0.01393, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85375, "top5_acc": 0.97562, "loss_cls": 0.80114, "loss": 0.80114, "time": 0.22726} +{"mode": "train", "epoch": 70, "iter": 1400, "lr": 0.01392, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86, "top5_acc": 0.98062, "loss_cls": 0.77082, "loss": 0.77082, "time": 0.22663} +{"mode": "train", "epoch": 70, "iter": 1500, "lr": 0.01391, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84312, "top5_acc": 0.98375, "loss_cls": 0.78757, "loss": 0.78757, "time": 0.22696} +{"mode": "train", "epoch": 70, "iter": 1600, "lr": 0.0139, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8525, "top5_acc": 0.98188, "loss_cls": 0.7791, "loss": 0.7791, "time": 0.22745} +{"mode": "train", "epoch": 70, "iter": 1700, "lr": 0.01389, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.84438, "top5_acc": 0.98125, "loss_cls": 0.84152, "loss": 0.84152, "time": 0.22575} +{"mode": "train", "epoch": 70, "iter": 1800, "lr": 0.01388, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.8475, "top5_acc": 0.97438, "loss_cls": 0.84755, "loss": 0.84755, "time": 0.22607} +{"mode": "train", "epoch": 70, "iter": 1900, "lr": 0.01387, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.84188, "top5_acc": 0.98375, "loss_cls": 0.79351, "loss": 0.79351, "time": 0.22596} +{"mode": "train", "epoch": 70, "iter": 2000, "lr": 0.01386, "memory": 6499, "data_time": 0.00046, "top1_acc": 0.84938, "top5_acc": 0.98312, "loss_cls": 0.8043, "loss": 0.8043, "time": 0.22708} +{"mode": "train", "epoch": 70, "iter": 2100, "lr": 0.01385, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.83688, "top5_acc": 0.9775, "loss_cls": 0.88713, "loss": 0.88713, "time": 0.22798} +{"mode": "train", "epoch": 70, "iter": 2200, "lr": 0.01384, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.83688, "top5_acc": 0.97875, "loss_cls": 0.8607, "loss": 0.8607, "time": 0.22636} +{"mode": "train", "epoch": 70, "iter": 2300, "lr": 0.01383, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8225, "top5_acc": 0.98, "loss_cls": 0.89621, "loss": 0.89621, "time": 0.22573} +{"mode": "train", "epoch": 70, "iter": 2400, "lr": 0.01382, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.8275, "top5_acc": 0.98125, "loss_cls": 0.87679, "loss": 0.87679, "time": 0.22645} +{"mode": "train", "epoch": 70, "iter": 2500, "lr": 0.01381, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.86375, "top5_acc": 0.97938, "loss_cls": 0.81194, "loss": 0.81194, "time": 0.22549} +{"mode": "val", "epoch": 70, "iter": 1031, "lr": 0.01381, "top1_acc": 0.80936, "top5_acc": 0.96919} +{"mode": "train", "epoch": 71, "iter": 100, "lr": 0.0138, "memory": 6499, "data_time": 0.19184, "top1_acc": 0.86, "top5_acc": 0.98312, "loss_cls": 0.7517, "loss": 0.7517, "time": 0.41972} +{"mode": "train", "epoch": 71, "iter": 200, "lr": 0.01379, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84688, "top5_acc": 0.98312, "loss_cls": 0.7653, "loss": 0.7653, "time": 0.22641} +{"mode": "train", "epoch": 71, "iter": 300, "lr": 0.01378, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87438, "top5_acc": 0.98625, "loss_cls": 0.67781, "loss": 0.67781, "time": 0.22643} +{"mode": "train", "epoch": 71, "iter": 400, "lr": 0.01377, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.84688, "top5_acc": 0.98062, "loss_cls": 0.79256, "loss": 0.79256, "time": 0.22606} +{"mode": "train", "epoch": 71, "iter": 500, "lr": 0.01375, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86375, "top5_acc": 0.98, "loss_cls": 0.75987, "loss": 0.75987, "time": 0.22596} +{"mode": "train", "epoch": 71, "iter": 600, "lr": 0.01374, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86125, "top5_acc": 0.98375, "loss_cls": 0.74922, "loss": 0.74922, "time": 0.22587} +{"mode": "train", "epoch": 71, "iter": 700, "lr": 0.01373, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83875, "top5_acc": 0.98688, "loss_cls": 0.82843, "loss": 0.82843, "time": 0.22623} +{"mode": "train", "epoch": 71, "iter": 800, "lr": 0.01372, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85812, "top5_acc": 0.98, "loss_cls": 0.76054, "loss": 0.76054, "time": 0.22702} +{"mode": "train", "epoch": 71, "iter": 900, "lr": 0.01371, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.845, "top5_acc": 0.98312, "loss_cls": 0.7764, "loss": 0.7764, "time": 0.22713} +{"mode": "train", "epoch": 71, "iter": 1000, "lr": 0.0137, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85938, "top5_acc": 0.97938, "loss_cls": 0.77226, "loss": 0.77226, "time": 0.22607} +{"mode": "train", "epoch": 71, "iter": 1100, "lr": 0.01369, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8525, "top5_acc": 0.97938, "loss_cls": 0.77656, "loss": 0.77656, "time": 0.22651} +{"mode": "train", "epoch": 71, "iter": 1200, "lr": 0.01368, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.845, "top5_acc": 0.9825, "loss_cls": 0.78495, "loss": 0.78495, "time": 0.22647} +{"mode": "train", "epoch": 71, "iter": 1300, "lr": 0.01367, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84812, "top5_acc": 0.97938, "loss_cls": 0.80214, "loss": 0.80214, "time": 0.22594} +{"mode": "train", "epoch": 71, "iter": 1400, "lr": 0.01366, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.845, "top5_acc": 0.98062, "loss_cls": 0.79075, "loss": 0.79075, "time": 0.22601} +{"mode": "train", "epoch": 71, "iter": 1500, "lr": 0.01365, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.84438, "top5_acc": 0.98125, "loss_cls": 0.78771, "loss": 0.78771, "time": 0.22597} +{"mode": "train", "epoch": 71, "iter": 1600, "lr": 0.01364, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84375, "top5_acc": 0.98062, "loss_cls": 0.83374, "loss": 0.83374, "time": 0.22624} +{"mode": "train", "epoch": 71, "iter": 1700, "lr": 0.01363, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.84875, "top5_acc": 0.98375, "loss_cls": 0.77005, "loss": 0.77005, "time": 0.22761} +{"mode": "train", "epoch": 71, "iter": 1800, "lr": 0.01362, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.83938, "top5_acc": 0.97875, "loss_cls": 0.87515, "loss": 0.87515, "time": 0.22616} +{"mode": "train", "epoch": 71, "iter": 1900, "lr": 0.01361, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85375, "top5_acc": 0.98375, "loss_cls": 0.75621, "loss": 0.75621, "time": 0.22633} +{"mode": "train", "epoch": 71, "iter": 2000, "lr": 0.0136, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.83875, "top5_acc": 0.97688, "loss_cls": 0.84627, "loss": 0.84627, "time": 0.22734} +{"mode": "train", "epoch": 71, "iter": 2100, "lr": 0.01359, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84125, "top5_acc": 0.97625, "loss_cls": 0.85967, "loss": 0.85967, "time": 0.2274} +{"mode": "train", "epoch": 71, "iter": 2200, "lr": 0.01358, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85938, "top5_acc": 0.98312, "loss_cls": 0.7506, "loss": 0.7506, "time": 0.22618} +{"mode": "train", "epoch": 71, "iter": 2300, "lr": 0.01357, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84188, "top5_acc": 0.97812, "loss_cls": 0.81411, "loss": 0.81411, "time": 0.22703} +{"mode": "train", "epoch": 71, "iter": 2400, "lr": 0.01356, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85625, "top5_acc": 0.97812, "loss_cls": 0.79982, "loss": 0.79982, "time": 0.2275} +{"mode": "train", "epoch": 71, "iter": 2500, "lr": 0.01355, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8475, "top5_acc": 0.9825, "loss_cls": 0.8087, "loss": 0.8087, "time": 0.22639} +{"mode": "val", "epoch": 71, "iter": 1031, "lr": 0.01355, "top1_acc": 0.81482, "top5_acc": 0.96725} +{"mode": "train", "epoch": 72, "iter": 100, "lr": 0.01354, "memory": 6499, "data_time": 0.19187, "top1_acc": 0.86812, "top5_acc": 0.98125, "loss_cls": 0.69788, "loss": 0.69788, "time": 0.41876} +{"mode": "train", "epoch": 72, "iter": 200, "lr": 0.01353, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84688, "top5_acc": 0.97938, "loss_cls": 0.78462, "loss": 0.78462, "time": 0.22671} +{"mode": "train", "epoch": 72, "iter": 300, "lr": 0.01351, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.87, "top5_acc": 0.98688, "loss_cls": 0.65496, "loss": 0.65496, "time": 0.22634} +{"mode": "train", "epoch": 72, "iter": 400, "lr": 0.0135, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8675, "top5_acc": 0.98188, "loss_cls": 0.72436, "loss": 0.72436, "time": 0.22582} +{"mode": "train", "epoch": 72, "iter": 500, "lr": 0.01349, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85625, "top5_acc": 0.98312, "loss_cls": 0.73489, "loss": 0.73489, "time": 0.22613} +{"mode": "train", "epoch": 72, "iter": 600, "lr": 0.01348, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.85375, "top5_acc": 0.98312, "loss_cls": 0.78212, "loss": 0.78212, "time": 0.22628} +{"mode": "train", "epoch": 72, "iter": 700, "lr": 0.01347, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85812, "top5_acc": 0.98062, "loss_cls": 0.74744, "loss": 0.74744, "time": 0.22548} +{"mode": "train", "epoch": 72, "iter": 800, "lr": 0.01346, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85625, "top5_acc": 0.98375, "loss_cls": 0.74099, "loss": 0.74099, "time": 0.22562} +{"mode": "train", "epoch": 72, "iter": 900, "lr": 0.01345, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.85812, "top5_acc": 0.98188, "loss_cls": 0.76155, "loss": 0.76155, "time": 0.22686} +{"mode": "train", "epoch": 72, "iter": 1000, "lr": 0.01344, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86375, "top5_acc": 0.98688, "loss_cls": 0.70549, "loss": 0.70549, "time": 0.22703} +{"mode": "train", "epoch": 72, "iter": 1100, "lr": 0.01343, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86, "top5_acc": 0.97875, "loss_cls": 0.77329, "loss": 0.77329, "time": 0.22771} +{"mode": "train", "epoch": 72, "iter": 1200, "lr": 0.01342, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8525, "top5_acc": 0.97938, "loss_cls": 0.77271, "loss": 0.77271, "time": 0.22871} +{"mode": "train", "epoch": 72, "iter": 1300, "lr": 0.01341, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.84, "top5_acc": 0.97938, "loss_cls": 0.81866, "loss": 0.81866, "time": 0.22751} +{"mode": "train", "epoch": 72, "iter": 1400, "lr": 0.0134, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.84875, "top5_acc": 0.97688, "loss_cls": 0.80488, "loss": 0.80488, "time": 0.22698} +{"mode": "train", "epoch": 72, "iter": 1500, "lr": 0.01339, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.835, "top5_acc": 0.98, "loss_cls": 0.81696, "loss": 0.81696, "time": 0.22876} +{"mode": "train", "epoch": 72, "iter": 1600, "lr": 0.01338, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.82875, "top5_acc": 0.97625, "loss_cls": 0.89793, "loss": 0.89793, "time": 0.22627} +{"mode": "train", "epoch": 72, "iter": 1700, "lr": 0.01337, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.8325, "top5_acc": 0.975, "loss_cls": 0.90287, "loss": 0.90287, "time": 0.22674} +{"mode": "train", "epoch": 72, "iter": 1800, "lr": 0.01336, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.84688, "top5_acc": 0.98625, "loss_cls": 0.77999, "loss": 0.77999, "time": 0.22675} +{"mode": "train", "epoch": 72, "iter": 1900, "lr": 0.01335, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8475, "top5_acc": 0.98188, "loss_cls": 0.79561, "loss": 0.79561, "time": 0.22608} +{"mode": "train", "epoch": 72, "iter": 2000, "lr": 0.01334, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85625, "top5_acc": 0.98125, "loss_cls": 0.75493, "loss": 0.75493, "time": 0.22675} +{"mode": "train", "epoch": 72, "iter": 2100, "lr": 0.01333, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8625, "top5_acc": 0.97562, "loss_cls": 0.75252, "loss": 0.75252, "time": 0.22622} +{"mode": "train", "epoch": 72, "iter": 2200, "lr": 0.01332, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.84375, "top5_acc": 0.98062, "loss_cls": 0.80721, "loss": 0.80721, "time": 0.22707} +{"mode": "train", "epoch": 72, "iter": 2300, "lr": 0.01331, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84375, "top5_acc": 0.97938, "loss_cls": 0.79912, "loss": 0.79912, "time": 0.22565} +{"mode": "train", "epoch": 72, "iter": 2400, "lr": 0.0133, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.83062, "top5_acc": 0.97562, "loss_cls": 0.85538, "loss": 0.85538, "time": 0.22815} +{"mode": "train", "epoch": 72, "iter": 2500, "lr": 0.01329, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.85, "top5_acc": 0.97875, "loss_cls": 0.75651, "loss": 0.75651, "time": 0.22811} +{"mode": "val", "epoch": 72, "iter": 1031, "lr": 0.01328, "top1_acc": 0.80439, "top5_acc": 0.96488} +{"mode": "train", "epoch": 73, "iter": 100, "lr": 0.01327, "memory": 6499, "data_time": 0.19448, "top1_acc": 0.87312, "top5_acc": 0.98812, "loss_cls": 0.69758, "loss": 0.69758, "time": 0.42169} +{"mode": "train", "epoch": 73, "iter": 200, "lr": 0.01326, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86812, "top5_acc": 0.98125, "loss_cls": 0.71342, "loss": 0.71342, "time": 0.22651} +{"mode": "train", "epoch": 73, "iter": 300, "lr": 0.01325, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8625, "top5_acc": 0.98688, "loss_cls": 0.71509, "loss": 0.71509, "time": 0.22611} +{"mode": "train", "epoch": 73, "iter": 400, "lr": 0.01324, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87062, "top5_acc": 0.98188, "loss_cls": 0.69348, "loss": 0.69348, "time": 0.22744} +{"mode": "train", "epoch": 73, "iter": 500, "lr": 0.01323, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85812, "top5_acc": 0.98562, "loss_cls": 0.71593, "loss": 0.71593, "time": 0.22728} +{"mode": "train", "epoch": 73, "iter": 600, "lr": 0.01322, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86, "top5_acc": 0.9825, "loss_cls": 0.73933, "loss": 0.73933, "time": 0.22728} +{"mode": "train", "epoch": 73, "iter": 700, "lr": 0.01321, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84812, "top5_acc": 0.98438, "loss_cls": 0.81224, "loss": 0.81224, "time": 0.22691} +{"mode": "train", "epoch": 73, "iter": 800, "lr": 0.0132, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86125, "top5_acc": 0.98438, "loss_cls": 0.70198, "loss": 0.70198, "time": 0.2281} +{"mode": "train", "epoch": 73, "iter": 900, "lr": 0.01319, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86562, "top5_acc": 0.98625, "loss_cls": 0.66866, "loss": 0.66866, "time": 0.22713} +{"mode": "train", "epoch": 73, "iter": 1000, "lr": 0.01318, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85688, "top5_acc": 0.985, "loss_cls": 0.73388, "loss": 0.73388, "time": 0.22692} +{"mode": "train", "epoch": 73, "iter": 1100, "lr": 0.01317, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8475, "top5_acc": 0.98375, "loss_cls": 0.75013, "loss": 0.75013, "time": 0.22637} +{"mode": "train", "epoch": 73, "iter": 1200, "lr": 0.01316, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84188, "top5_acc": 0.98, "loss_cls": 0.83888, "loss": 0.83888, "time": 0.22813} +{"mode": "train", "epoch": 73, "iter": 1300, "lr": 0.01315, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84562, "top5_acc": 0.98125, "loss_cls": 0.82015, "loss": 0.82015, "time": 0.22748} +{"mode": "train", "epoch": 73, "iter": 1400, "lr": 0.01314, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86688, "top5_acc": 0.98562, "loss_cls": 0.71141, "loss": 0.71141, "time": 0.22757} +{"mode": "train", "epoch": 73, "iter": 1500, "lr": 0.01313, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85125, "top5_acc": 0.98625, "loss_cls": 0.74719, "loss": 0.74719, "time": 0.22673} +{"mode": "train", "epoch": 73, "iter": 1600, "lr": 0.01312, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.84875, "top5_acc": 0.98438, "loss_cls": 0.78851, "loss": 0.78851, "time": 0.22729} +{"mode": "train", "epoch": 73, "iter": 1700, "lr": 0.01311, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85938, "top5_acc": 0.98312, "loss_cls": 0.75906, "loss": 0.75906, "time": 0.22709} +{"mode": "train", "epoch": 73, "iter": 1800, "lr": 0.0131, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8225, "top5_acc": 0.9775, "loss_cls": 0.8549, "loss": 0.8549, "time": 0.22587} +{"mode": "train", "epoch": 73, "iter": 1900, "lr": 0.01309, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85062, "top5_acc": 0.98062, "loss_cls": 0.78553, "loss": 0.78553, "time": 0.22653} +{"mode": "train", "epoch": 73, "iter": 2000, "lr": 0.01308, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.83312, "top5_acc": 0.97688, "loss_cls": 0.8654, "loss": 0.8654, "time": 0.22713} +{"mode": "train", "epoch": 73, "iter": 2100, "lr": 0.01307, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.84688, "top5_acc": 0.98125, "loss_cls": 0.80994, "loss": 0.80994, "time": 0.22624} +{"mode": "train", "epoch": 73, "iter": 2200, "lr": 0.01306, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84062, "top5_acc": 0.9775, "loss_cls": 0.83898, "loss": 0.83898, "time": 0.22617} +{"mode": "train", "epoch": 73, "iter": 2300, "lr": 0.01305, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.83188, "top5_acc": 0.98062, "loss_cls": 0.85131, "loss": 0.85131, "time": 0.22632} +{"mode": "train", "epoch": 73, "iter": 2400, "lr": 0.01303, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8375, "top5_acc": 0.98062, "loss_cls": 0.81314, "loss": 0.81314, "time": 0.2269} +{"mode": "train", "epoch": 73, "iter": 2500, "lr": 0.01302, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84875, "top5_acc": 0.98875, "loss_cls": 0.76798, "loss": 0.76798, "time": 0.22669} +{"mode": "val", "epoch": 73, "iter": 1031, "lr": 0.01302, "top1_acc": 0.76867, "top5_acc": 0.95378} +{"mode": "train", "epoch": 74, "iter": 100, "lr": 0.01301, "memory": 6499, "data_time": 0.19207, "top1_acc": 0.86688, "top5_acc": 0.985, "loss_cls": 0.70886, "loss": 0.70886, "time": 0.41897} +{"mode": "train", "epoch": 74, "iter": 200, "lr": 0.013, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87188, "top5_acc": 0.98625, "loss_cls": 0.6809, "loss": 0.6809, "time": 0.22593} +{"mode": "train", "epoch": 74, "iter": 300, "lr": 0.01299, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87125, "top5_acc": 0.9875, "loss_cls": 0.65926, "loss": 0.65926, "time": 0.2266} +{"mode": "train", "epoch": 74, "iter": 400, "lr": 0.01298, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85188, "top5_acc": 0.9875, "loss_cls": 0.72921, "loss": 0.72921, "time": 0.22674} +{"mode": "train", "epoch": 74, "iter": 500, "lr": 0.01297, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86562, "top5_acc": 0.98, "loss_cls": 0.7341, "loss": 0.7341, "time": 0.22618} +{"mode": "train", "epoch": 74, "iter": 600, "lr": 0.01296, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84875, "top5_acc": 0.98562, "loss_cls": 0.74717, "loss": 0.74717, "time": 0.22712} +{"mode": "train", "epoch": 74, "iter": 700, "lr": 0.01295, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85562, "top5_acc": 0.97938, "loss_cls": 0.75833, "loss": 0.75833, "time": 0.22663} +{"mode": "train", "epoch": 74, "iter": 800, "lr": 0.01294, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.82625, "top5_acc": 0.97375, "loss_cls": 0.90801, "loss": 0.90801, "time": 0.22665} +{"mode": "train", "epoch": 74, "iter": 900, "lr": 0.01293, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85062, "top5_acc": 0.98438, "loss_cls": 0.7608, "loss": 0.7608, "time": 0.22587} +{"mode": "train", "epoch": 74, "iter": 1000, "lr": 0.01292, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.865, "top5_acc": 0.98188, "loss_cls": 0.7213, "loss": 0.7213, "time": 0.22618} +{"mode": "train", "epoch": 74, "iter": 1100, "lr": 0.01291, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85438, "top5_acc": 0.98375, "loss_cls": 0.78081, "loss": 0.78081, "time": 0.22579} +{"mode": "train", "epoch": 74, "iter": 1200, "lr": 0.0129, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88875, "top5_acc": 0.99, "loss_cls": 0.60561, "loss": 0.60561, "time": 0.22703} +{"mode": "train", "epoch": 74, "iter": 1300, "lr": 0.01289, "memory": 6499, "data_time": 0.00046, "top1_acc": 0.86438, "top5_acc": 0.98375, "loss_cls": 0.73799, "loss": 0.73799, "time": 0.22694} +{"mode": "train", "epoch": 74, "iter": 1400, "lr": 0.01288, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.8425, "top5_acc": 0.98188, "loss_cls": 0.79064, "loss": 0.79064, "time": 0.22541} +{"mode": "train", "epoch": 74, "iter": 1500, "lr": 0.01287, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85188, "top5_acc": 0.98, "loss_cls": 0.75868, "loss": 0.75868, "time": 0.22689} +{"mode": "train", "epoch": 74, "iter": 1600, "lr": 0.01286, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.85562, "top5_acc": 0.985, "loss_cls": 0.75522, "loss": 0.75522, "time": 0.22765} +{"mode": "train", "epoch": 74, "iter": 1700, "lr": 0.01285, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.84812, "top5_acc": 0.985, "loss_cls": 0.78354, "loss": 0.78354, "time": 0.22655} +{"mode": "train", "epoch": 74, "iter": 1800, "lr": 0.01284, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84875, "top5_acc": 0.98312, "loss_cls": 0.79464, "loss": 0.79464, "time": 0.22542} +{"mode": "train", "epoch": 74, "iter": 1900, "lr": 0.01283, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.8825, "top5_acc": 0.98438, "loss_cls": 0.6442, "loss": 0.6442, "time": 0.22731} +{"mode": "train", "epoch": 74, "iter": 2000, "lr": 0.01281, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85, "top5_acc": 0.98062, "loss_cls": 0.77141, "loss": 0.77141, "time": 0.22722} +{"mode": "train", "epoch": 74, "iter": 2100, "lr": 0.0128, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.82875, "top5_acc": 0.98188, "loss_cls": 0.86017, "loss": 0.86017, "time": 0.22543} +{"mode": "train", "epoch": 74, "iter": 2200, "lr": 0.01279, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85188, "top5_acc": 0.97625, "loss_cls": 0.82645, "loss": 0.82645, "time": 0.22649} +{"mode": "train", "epoch": 74, "iter": 2300, "lr": 0.01278, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.85688, "top5_acc": 0.97812, "loss_cls": 0.78548, "loss": 0.78548, "time": 0.22712} +{"mode": "train", "epoch": 74, "iter": 2400, "lr": 0.01277, "memory": 6499, "data_time": 0.00044, "top1_acc": 0.835, "top5_acc": 0.97312, "loss_cls": 0.90258, "loss": 0.90258, "time": 0.22812} +{"mode": "train", "epoch": 74, "iter": 2500, "lr": 0.01276, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.84562, "top5_acc": 0.98375, "loss_cls": 0.80643, "loss": 0.80643, "time": 0.22805} +{"mode": "val", "epoch": 74, "iter": 1031, "lr": 0.01276, "top1_acc": 0.80148, "top5_acc": 0.96537} +{"mode": "train", "epoch": 75, "iter": 100, "lr": 0.01275, "memory": 6499, "data_time": 0.19236, "top1_acc": 0.87125, "top5_acc": 0.98562, "loss_cls": 0.70517, "loss": 0.70517, "time": 0.41976} +{"mode": "train", "epoch": 75, "iter": 200, "lr": 0.01274, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87875, "top5_acc": 0.98625, "loss_cls": 0.64574, "loss": 0.64574, "time": 0.22539} +{"mode": "train", "epoch": 75, "iter": 300, "lr": 0.01273, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86062, "top5_acc": 0.9875, "loss_cls": 0.68952, "loss": 0.68952, "time": 0.2253} +{"mode": "train", "epoch": 75, "iter": 400, "lr": 0.01272, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86188, "top5_acc": 0.98375, "loss_cls": 0.73094, "loss": 0.73094, "time": 0.22784} +{"mode": "train", "epoch": 75, "iter": 500, "lr": 0.01271, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85875, "top5_acc": 0.98312, "loss_cls": 0.74672, "loss": 0.74672, "time": 0.22631} +{"mode": "train", "epoch": 75, "iter": 600, "lr": 0.0127, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85438, "top5_acc": 0.97938, "loss_cls": 0.75819, "loss": 0.75819, "time": 0.22639} +{"mode": "train", "epoch": 75, "iter": 700, "lr": 0.01269, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85875, "top5_acc": 0.98688, "loss_cls": 0.75094, "loss": 0.75094, "time": 0.226} +{"mode": "train", "epoch": 75, "iter": 800, "lr": 0.01268, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85562, "top5_acc": 0.9775, "loss_cls": 0.7783, "loss": 0.7783, "time": 0.22681} +{"mode": "train", "epoch": 75, "iter": 900, "lr": 0.01267, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.865, "top5_acc": 0.98312, "loss_cls": 0.72956, "loss": 0.72956, "time": 0.22648} +{"mode": "train", "epoch": 75, "iter": 1000, "lr": 0.01266, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85062, "top5_acc": 0.98375, "loss_cls": 0.76828, "loss": 0.76828, "time": 0.22567} +{"mode": "train", "epoch": 75, "iter": 1100, "lr": 0.01265, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86688, "top5_acc": 0.98812, "loss_cls": 0.70376, "loss": 0.70376, "time": 0.22823} +{"mode": "train", "epoch": 75, "iter": 1200, "lr": 0.01264, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.87062, "top5_acc": 0.98188, "loss_cls": 0.72536, "loss": 0.72536, "time": 0.22741} +{"mode": "train", "epoch": 75, "iter": 1300, "lr": 0.01263, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84625, "top5_acc": 0.9775, "loss_cls": 0.81589, "loss": 0.81589, "time": 0.22677} +{"mode": "train", "epoch": 75, "iter": 1400, "lr": 0.01262, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86312, "top5_acc": 0.98688, "loss_cls": 0.72772, "loss": 0.72772, "time": 0.22649} +{"mode": "train", "epoch": 75, "iter": 1500, "lr": 0.01261, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86312, "top5_acc": 0.97938, "loss_cls": 0.74895, "loss": 0.74895, "time": 0.22667} +{"mode": "train", "epoch": 75, "iter": 1600, "lr": 0.01259, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86438, "top5_acc": 0.98938, "loss_cls": 0.68191, "loss": 0.68191, "time": 0.22707} +{"mode": "train", "epoch": 75, "iter": 1700, "lr": 0.01258, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86, "top5_acc": 0.9875, "loss_cls": 0.7208, "loss": 0.7208, "time": 0.22641} +{"mode": "train", "epoch": 75, "iter": 1800, "lr": 0.01257, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84812, "top5_acc": 0.98062, "loss_cls": 0.80642, "loss": 0.80642, "time": 0.22637} +{"mode": "train", "epoch": 75, "iter": 1900, "lr": 0.01256, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.86188, "top5_acc": 0.9825, "loss_cls": 0.75239, "loss": 0.75239, "time": 0.22589} +{"mode": "train", "epoch": 75, "iter": 2000, "lr": 0.01255, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84688, "top5_acc": 0.98688, "loss_cls": 0.75816, "loss": 0.75816, "time": 0.22617} +{"mode": "train", "epoch": 75, "iter": 2100, "lr": 0.01254, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85312, "top5_acc": 0.98, "loss_cls": 0.76373, "loss": 0.76373, "time": 0.22717} +{"mode": "train", "epoch": 75, "iter": 2200, "lr": 0.01253, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.865, "top5_acc": 0.9825, "loss_cls": 0.7312, "loss": 0.7312, "time": 0.22722} +{"mode": "train", "epoch": 75, "iter": 2300, "lr": 0.01252, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.85062, "top5_acc": 0.98625, "loss_cls": 0.73397, "loss": 0.73397, "time": 0.22668} +{"mode": "train", "epoch": 75, "iter": 2400, "lr": 0.01251, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84375, "top5_acc": 0.97688, "loss_cls": 0.81698, "loss": 0.81698, "time": 0.22604} +{"mode": "train", "epoch": 75, "iter": 2500, "lr": 0.0125, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.87438, "top5_acc": 0.98562, "loss_cls": 0.68723, "loss": 0.68723, "time": 0.22684} +{"mode": "val", "epoch": 75, "iter": 1031, "lr": 0.0125, "top1_acc": 0.81804, "top5_acc": 0.96822} +{"mode": "train", "epoch": 76, "iter": 100, "lr": 0.01249, "memory": 6499, "data_time": 0.19121, "top1_acc": 0.865, "top5_acc": 0.98562, "loss_cls": 0.68729, "loss": 0.68729, "time": 0.41682} +{"mode": "train", "epoch": 76, "iter": 200, "lr": 0.01248, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85562, "top5_acc": 0.9825, "loss_cls": 0.71647, "loss": 0.71647, "time": 0.22588} +{"mode": "train", "epoch": 76, "iter": 300, "lr": 0.01247, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8625, "top5_acc": 0.98312, "loss_cls": 0.70097, "loss": 0.70097, "time": 0.2263} +{"mode": "train", "epoch": 76, "iter": 400, "lr": 0.01246, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.83812, "top5_acc": 0.9775, "loss_cls": 0.80468, "loss": 0.80468, "time": 0.22714} +{"mode": "train", "epoch": 76, "iter": 500, "lr": 0.01245, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87562, "top5_acc": 0.98312, "loss_cls": 0.66719, "loss": 0.66719, "time": 0.22635} +{"mode": "train", "epoch": 76, "iter": 600, "lr": 0.01244, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84812, "top5_acc": 0.98625, "loss_cls": 0.76451, "loss": 0.76451, "time": 0.22661} +{"mode": "train", "epoch": 76, "iter": 700, "lr": 0.01243, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85625, "top5_acc": 0.98062, "loss_cls": 0.75743, "loss": 0.75743, "time": 0.22593} +{"mode": "train", "epoch": 76, "iter": 800, "lr": 0.01242, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.86562, "top5_acc": 0.98, "loss_cls": 0.70576, "loss": 0.70576, "time": 0.2268} +{"mode": "train", "epoch": 76, "iter": 900, "lr": 0.01241, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.88312, "top5_acc": 0.98938, "loss_cls": 0.60395, "loss": 0.60395, "time": 0.22707} +{"mode": "train", "epoch": 76, "iter": 1000, "lr": 0.0124, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.8525, "top5_acc": 0.98, "loss_cls": 0.77182, "loss": 0.77182, "time": 0.22733} +{"mode": "train", "epoch": 76, "iter": 1100, "lr": 0.01239, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.86312, "top5_acc": 0.98312, "loss_cls": 0.70291, "loss": 0.70291, "time": 0.22728} +{"mode": "train", "epoch": 76, "iter": 1200, "lr": 0.01237, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.84, "top5_acc": 0.985, "loss_cls": 0.79053, "loss": 0.79053, "time": 0.22697} +{"mode": "train", "epoch": 76, "iter": 1300, "lr": 0.01236, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.86062, "top5_acc": 0.98312, "loss_cls": 0.75038, "loss": 0.75038, "time": 0.22648} +{"mode": "train", "epoch": 76, "iter": 1400, "lr": 0.01235, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8575, "top5_acc": 0.98562, "loss_cls": 0.74639, "loss": 0.74639, "time": 0.22642} +{"mode": "train", "epoch": 76, "iter": 1500, "lr": 0.01234, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85062, "top5_acc": 0.98, "loss_cls": 0.77734, "loss": 0.77734, "time": 0.22656} +{"mode": "train", "epoch": 76, "iter": 1600, "lr": 0.01233, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.84625, "top5_acc": 0.97875, "loss_cls": 0.81618, "loss": 0.81618, "time": 0.22653} +{"mode": "train", "epoch": 76, "iter": 1700, "lr": 0.01232, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86062, "top5_acc": 0.98312, "loss_cls": 0.73672, "loss": 0.73672, "time": 0.22682} +{"mode": "train", "epoch": 76, "iter": 1800, "lr": 0.01231, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.85062, "top5_acc": 0.98125, "loss_cls": 0.79485, "loss": 0.79485, "time": 0.22737} +{"mode": "train", "epoch": 76, "iter": 1900, "lr": 0.0123, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86375, "top5_acc": 0.98812, "loss_cls": 0.71279, "loss": 0.71279, "time": 0.22648} +{"mode": "train", "epoch": 76, "iter": 2000, "lr": 0.01229, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86625, "top5_acc": 0.9825, "loss_cls": 0.71908, "loss": 0.71908, "time": 0.22661} +{"mode": "train", "epoch": 76, "iter": 2100, "lr": 0.01228, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85438, "top5_acc": 0.98375, "loss_cls": 0.78561, "loss": 0.78561, "time": 0.22673} +{"mode": "train", "epoch": 76, "iter": 2200, "lr": 0.01227, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.84312, "top5_acc": 0.98, "loss_cls": 0.78914, "loss": 0.78914, "time": 0.22588} +{"mode": "train", "epoch": 76, "iter": 2300, "lr": 0.01226, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8325, "top5_acc": 0.98, "loss_cls": 0.85023, "loss": 0.85023, "time": 0.22585} +{"mode": "train", "epoch": 76, "iter": 2400, "lr": 0.01225, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85, "top5_acc": 0.98125, "loss_cls": 0.77897, "loss": 0.77897, "time": 0.22623} +{"mode": "train", "epoch": 76, "iter": 2500, "lr": 0.01224, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87188, "top5_acc": 0.98, "loss_cls": 0.72449, "loss": 0.72449, "time": 0.22661} +{"mode": "val", "epoch": 76, "iter": 1031, "lr": 0.01224, "top1_acc": 0.72572, "top5_acc": 0.93643} +{"mode": "train", "epoch": 77, "iter": 100, "lr": 0.01223, "memory": 6499, "data_time": 0.19338, "top1_acc": 0.87938, "top5_acc": 0.98188, "loss_cls": 0.67238, "loss": 0.67238, "time": 0.41905} +{"mode": "train", "epoch": 77, "iter": 200, "lr": 0.01222, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85188, "top5_acc": 0.98375, "loss_cls": 0.73829, "loss": 0.73829, "time": 0.22589} +{"mode": "train", "epoch": 77, "iter": 300, "lr": 0.01221, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.87312, "top5_acc": 0.97938, "loss_cls": 0.67748, "loss": 0.67748, "time": 0.22587} +{"mode": "train", "epoch": 77, "iter": 400, "lr": 0.0122, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87062, "top5_acc": 0.98312, "loss_cls": 0.6908, "loss": 0.6908, "time": 0.22586} +{"mode": "train", "epoch": 77, "iter": 500, "lr": 0.01219, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.88688, "top5_acc": 0.98562, "loss_cls": 0.63272, "loss": 0.63272, "time": 0.22659} +{"mode": "train", "epoch": 77, "iter": 600, "lr": 0.01218, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86688, "top5_acc": 0.98, "loss_cls": 0.73263, "loss": 0.73263, "time": 0.2262} +{"mode": "train", "epoch": 77, "iter": 700, "lr": 0.01217, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86125, "top5_acc": 0.98375, "loss_cls": 0.7196, "loss": 0.7196, "time": 0.22651} +{"mode": "train", "epoch": 77, "iter": 800, "lr": 0.01215, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86312, "top5_acc": 0.98312, "loss_cls": 0.75823, "loss": 0.75823, "time": 0.22669} +{"mode": "train", "epoch": 77, "iter": 900, "lr": 0.01214, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.8575, "top5_acc": 0.98188, "loss_cls": 0.74123, "loss": 0.74123, "time": 0.22652} +{"mode": "train", "epoch": 77, "iter": 1000, "lr": 0.01213, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85438, "top5_acc": 0.98188, "loss_cls": 0.774, "loss": 0.774, "time": 0.22566} +{"mode": "train", "epoch": 77, "iter": 1100, "lr": 0.01212, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85375, "top5_acc": 0.98938, "loss_cls": 0.74645, "loss": 0.74645, "time": 0.22638} +{"mode": "train", "epoch": 77, "iter": 1200, "lr": 0.01211, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85875, "top5_acc": 0.98062, "loss_cls": 0.73822, "loss": 0.73822, "time": 0.22579} +{"mode": "train", "epoch": 77, "iter": 1300, "lr": 0.0121, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85688, "top5_acc": 0.98062, "loss_cls": 0.75304, "loss": 0.75304, "time": 0.22746} +{"mode": "train", "epoch": 77, "iter": 1400, "lr": 0.01209, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86, "top5_acc": 0.98062, "loss_cls": 0.73942, "loss": 0.73942, "time": 0.22784} +{"mode": "train", "epoch": 77, "iter": 1500, "lr": 0.01208, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86875, "top5_acc": 0.98625, "loss_cls": 0.68033, "loss": 0.68033, "time": 0.22658} +{"mode": "train", "epoch": 77, "iter": 1600, "lr": 0.01207, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85625, "top5_acc": 0.98, "loss_cls": 0.75394, "loss": 0.75394, "time": 0.22691} +{"mode": "train", "epoch": 77, "iter": 1700, "lr": 0.01206, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8525, "top5_acc": 0.98312, "loss_cls": 0.74351, "loss": 0.74351, "time": 0.22607} +{"mode": "train", "epoch": 77, "iter": 1800, "lr": 0.01205, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85312, "top5_acc": 0.97688, "loss_cls": 0.77274, "loss": 0.77274, "time": 0.22568} +{"mode": "train", "epoch": 77, "iter": 1900, "lr": 0.01204, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85125, "top5_acc": 0.98438, "loss_cls": 0.75029, "loss": 0.75029, "time": 0.22542} +{"mode": "train", "epoch": 77, "iter": 2000, "lr": 0.01203, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86062, "top5_acc": 0.98375, "loss_cls": 0.72457, "loss": 0.72457, "time": 0.22681} +{"mode": "train", "epoch": 77, "iter": 2100, "lr": 0.01202, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.84812, "top5_acc": 0.97812, "loss_cls": 0.7586, "loss": 0.7586, "time": 0.22524} +{"mode": "train", "epoch": 77, "iter": 2200, "lr": 0.01201, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86, "top5_acc": 0.97688, "loss_cls": 0.72895, "loss": 0.72895, "time": 0.22621} +{"mode": "train", "epoch": 77, "iter": 2300, "lr": 0.012, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85312, "top5_acc": 0.97875, "loss_cls": 0.75655, "loss": 0.75655, "time": 0.22599} +{"mode": "train", "epoch": 77, "iter": 2400, "lr": 0.01199, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8575, "top5_acc": 0.9825, "loss_cls": 0.75741, "loss": 0.75741, "time": 0.2258} +{"mode": "train", "epoch": 77, "iter": 2500, "lr": 0.01198, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85375, "top5_acc": 0.97938, "loss_cls": 0.77246, "loss": 0.77246, "time": 0.2266} +{"mode": "val", "epoch": 77, "iter": 1031, "lr": 0.01198, "top1_acc": 0.79523, "top5_acc": 0.96603} +{"mode": "train", "epoch": 78, "iter": 100, "lr": 0.01197, "memory": 6499, "data_time": 0.19362, "top1_acc": 0.85625, "top5_acc": 0.97875, "loss_cls": 0.77197, "loss": 0.77197, "time": 0.41953} +{"mode": "train", "epoch": 78, "iter": 200, "lr": 0.01196, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86438, "top5_acc": 0.9875, "loss_cls": 0.70473, "loss": 0.70473, "time": 0.22609} +{"mode": "train", "epoch": 78, "iter": 300, "lr": 0.01195, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88625, "top5_acc": 0.99062, "loss_cls": 0.627, "loss": 0.627, "time": 0.22636} +{"mode": "train", "epoch": 78, "iter": 400, "lr": 0.01193, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87, "top5_acc": 0.9875, "loss_cls": 0.70372, "loss": 0.70372, "time": 0.2252} +{"mode": "train", "epoch": 78, "iter": 500, "lr": 0.01192, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87125, "top5_acc": 0.97812, "loss_cls": 0.68347, "loss": 0.68347, "time": 0.22558} +{"mode": "train", "epoch": 78, "iter": 600, "lr": 0.01191, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85875, "top5_acc": 0.98188, "loss_cls": 0.73332, "loss": 0.73332, "time": 0.22779} +{"mode": "train", "epoch": 78, "iter": 700, "lr": 0.0119, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.86375, "top5_acc": 0.98875, "loss_cls": 0.68085, "loss": 0.68085, "time": 0.22585} +{"mode": "train", "epoch": 78, "iter": 800, "lr": 0.01189, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86438, "top5_acc": 0.97625, "loss_cls": 0.78823, "loss": 0.78823, "time": 0.22647} +{"mode": "train", "epoch": 78, "iter": 900, "lr": 0.01188, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87125, "top5_acc": 0.985, "loss_cls": 0.69625, "loss": 0.69625, "time": 0.22551} +{"mode": "train", "epoch": 78, "iter": 1000, "lr": 0.01187, "memory": 6499, "data_time": 0.00042, "top1_acc": 0.85062, "top5_acc": 0.97938, "loss_cls": 0.77533, "loss": 0.77533, "time": 0.2276} +{"mode": "train", "epoch": 78, "iter": 1100, "lr": 0.01186, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86375, "top5_acc": 0.98688, "loss_cls": 0.68841, "loss": 0.68841, "time": 0.22617} +{"mode": "train", "epoch": 78, "iter": 1200, "lr": 0.01185, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85938, "top5_acc": 0.98062, "loss_cls": 0.7191, "loss": 0.7191, "time": 0.22605} +{"mode": "train", "epoch": 78, "iter": 1300, "lr": 0.01184, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85688, "top5_acc": 0.985, "loss_cls": 0.76762, "loss": 0.76762, "time": 0.22695} +{"mode": "train", "epoch": 78, "iter": 1400, "lr": 0.01183, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87875, "top5_acc": 0.98875, "loss_cls": 0.6348, "loss": 0.6348, "time": 0.22559} +{"mode": "train", "epoch": 78, "iter": 1500, "lr": 0.01182, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85125, "top5_acc": 0.97812, "loss_cls": 0.76449, "loss": 0.76449, "time": 0.22555} +{"mode": "train", "epoch": 78, "iter": 1600, "lr": 0.01181, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.85562, "top5_acc": 0.98062, "loss_cls": 0.74684, "loss": 0.74684, "time": 0.2265} +{"mode": "train", "epoch": 78, "iter": 1700, "lr": 0.0118, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8525, "top5_acc": 0.98812, "loss_cls": 0.74529, "loss": 0.74529, "time": 0.22796} +{"mode": "train", "epoch": 78, "iter": 1800, "lr": 0.01179, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88375, "top5_acc": 0.98375, "loss_cls": 0.65126, "loss": 0.65126, "time": 0.22585} +{"mode": "train", "epoch": 78, "iter": 1900, "lr": 0.01178, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.875, "top5_acc": 0.98062, "loss_cls": 0.6889, "loss": 0.6889, "time": 0.22642} +{"mode": "train", "epoch": 78, "iter": 2000, "lr": 0.01177, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86188, "top5_acc": 0.9825, "loss_cls": 0.69895, "loss": 0.69895, "time": 0.22553} +{"mode": "train", "epoch": 78, "iter": 2100, "lr": 0.01176, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85812, "top5_acc": 0.97812, "loss_cls": 0.76683, "loss": 0.76683, "time": 0.22584} +{"mode": "train", "epoch": 78, "iter": 2200, "lr": 0.01175, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86938, "top5_acc": 0.98312, "loss_cls": 0.69078, "loss": 0.69078, "time": 0.22527} +{"mode": "train", "epoch": 78, "iter": 2300, "lr": 0.01174, "memory": 6499, "data_time": 0.00044, "top1_acc": 0.86875, "top5_acc": 0.98188, "loss_cls": 0.71285, "loss": 0.71285, "time": 0.22591} +{"mode": "train", "epoch": 78, "iter": 2400, "lr": 0.01173, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86062, "top5_acc": 0.97875, "loss_cls": 0.76449, "loss": 0.76449, "time": 0.22638} +{"mode": "train", "epoch": 78, "iter": 2500, "lr": 0.01172, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85625, "top5_acc": 0.98812, "loss_cls": 0.73158, "loss": 0.73158, "time": 0.22646} +{"mode": "val", "epoch": 78, "iter": 1031, "lr": 0.01172, "top1_acc": 0.80463, "top5_acc": 0.96622} +{"mode": "train", "epoch": 79, "iter": 100, "lr": 0.0117, "memory": 6499, "data_time": 0.19282, "top1_acc": 0.88875, "top5_acc": 0.98812, "loss_cls": 0.6158, "loss": 0.6158, "time": 0.41932} +{"mode": "train", "epoch": 79, "iter": 200, "lr": 0.01169, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86812, "top5_acc": 0.98938, "loss_cls": 0.66205, "loss": 0.66205, "time": 0.22697} +{"mode": "train", "epoch": 79, "iter": 300, "lr": 0.01168, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.875, "top5_acc": 0.98375, "loss_cls": 0.65742, "loss": 0.65742, "time": 0.22649} +{"mode": "train", "epoch": 79, "iter": 400, "lr": 0.01167, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.87375, "top5_acc": 0.98188, "loss_cls": 0.68631, "loss": 0.68631, "time": 0.22575} +{"mode": "train", "epoch": 79, "iter": 500, "lr": 0.01166, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.87062, "top5_acc": 0.98938, "loss_cls": 0.65426, "loss": 0.65426, "time": 0.22613} +{"mode": "train", "epoch": 79, "iter": 600, "lr": 0.01165, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87312, "top5_acc": 0.98375, "loss_cls": 0.68298, "loss": 0.68298, "time": 0.22559} +{"mode": "train", "epoch": 79, "iter": 700, "lr": 0.01164, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87562, "top5_acc": 0.98812, "loss_cls": 0.61344, "loss": 0.61344, "time": 0.22562} +{"mode": "train", "epoch": 79, "iter": 800, "lr": 0.01163, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86688, "top5_acc": 0.98938, "loss_cls": 0.68435, "loss": 0.68435, "time": 0.22595} +{"mode": "train", "epoch": 79, "iter": 900, "lr": 0.01162, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.89312, "top5_acc": 0.99062, "loss_cls": 0.588, "loss": 0.588, "time": 0.2258} +{"mode": "train", "epoch": 79, "iter": 1000, "lr": 0.01161, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85938, "top5_acc": 0.98562, "loss_cls": 0.75012, "loss": 0.75012, "time": 0.2268} +{"mode": "train", "epoch": 79, "iter": 1100, "lr": 0.0116, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85625, "top5_acc": 0.98688, "loss_cls": 0.73606, "loss": 0.73606, "time": 0.22705} +{"mode": "train", "epoch": 79, "iter": 1200, "lr": 0.01159, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86375, "top5_acc": 0.98688, "loss_cls": 0.69672, "loss": 0.69672, "time": 0.22796} +{"mode": "train", "epoch": 79, "iter": 1300, "lr": 0.01158, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86375, "top5_acc": 0.98188, "loss_cls": 0.72248, "loss": 0.72248, "time": 0.22677} +{"mode": "train", "epoch": 79, "iter": 1400, "lr": 0.01157, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86625, "top5_acc": 0.98812, "loss_cls": 0.68396, "loss": 0.68396, "time": 0.22632} +{"mode": "train", "epoch": 79, "iter": 1500, "lr": 0.01156, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86188, "top5_acc": 0.9825, "loss_cls": 0.7153, "loss": 0.7153, "time": 0.22676} +{"mode": "train", "epoch": 79, "iter": 1600, "lr": 0.01155, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.845, "top5_acc": 0.98, "loss_cls": 0.84237, "loss": 0.84237, "time": 0.22724} +{"mode": "train", "epoch": 79, "iter": 1700, "lr": 0.01154, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8575, "top5_acc": 0.98188, "loss_cls": 0.77492, "loss": 0.77492, "time": 0.22764} +{"mode": "train", "epoch": 79, "iter": 1800, "lr": 0.01153, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8675, "top5_acc": 0.98438, "loss_cls": 0.71275, "loss": 0.71275, "time": 0.22669} +{"mode": "train", "epoch": 79, "iter": 1900, "lr": 0.01152, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85625, "top5_acc": 0.98562, "loss_cls": 0.73111, "loss": 0.73111, "time": 0.2263} +{"mode": "train", "epoch": 79, "iter": 2000, "lr": 0.01151, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85812, "top5_acc": 0.9825, "loss_cls": 0.73861, "loss": 0.73861, "time": 0.22698} +{"mode": "train", "epoch": 79, "iter": 2100, "lr": 0.0115, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8725, "top5_acc": 0.98, "loss_cls": 0.69356, "loss": 0.69356, "time": 0.22729} +{"mode": "train", "epoch": 79, "iter": 2200, "lr": 0.01149, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8475, "top5_acc": 0.98062, "loss_cls": 0.75598, "loss": 0.75598, "time": 0.22605} +{"mode": "train", "epoch": 79, "iter": 2300, "lr": 0.01148, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.87, "top5_acc": 0.9775, "loss_cls": 0.72618, "loss": 0.72618, "time": 0.22801} +{"mode": "train", "epoch": 79, "iter": 2400, "lr": 0.01147, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86188, "top5_acc": 0.985, "loss_cls": 0.71558, "loss": 0.71558, "time": 0.22719} +{"mode": "train", "epoch": 79, "iter": 2500, "lr": 0.01145, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8525, "top5_acc": 0.97875, "loss_cls": 0.77221, "loss": 0.77221, "time": 0.22717} +{"mode": "val", "epoch": 79, "iter": 1031, "lr": 0.01145, "top1_acc": 0.79026, "top5_acc": 0.96258} +{"mode": "train", "epoch": 80, "iter": 100, "lr": 0.01144, "memory": 6499, "data_time": 0.19377, "top1_acc": 0.85938, "top5_acc": 0.98125, "loss_cls": 0.69222, "loss": 0.69222, "time": 0.41979} +{"mode": "train", "epoch": 80, "iter": 200, "lr": 0.01143, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8725, "top5_acc": 0.9875, "loss_cls": 0.6652, "loss": 0.6652, "time": 0.22637} +{"mode": "train", "epoch": 80, "iter": 300, "lr": 0.01142, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86812, "top5_acc": 0.98375, "loss_cls": 0.6765, "loss": 0.6765, "time": 0.22648} +{"mode": "train", "epoch": 80, "iter": 400, "lr": 0.01141, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88625, "top5_acc": 0.9825, "loss_cls": 0.64677, "loss": 0.64677, "time": 0.22718} +{"mode": "train", "epoch": 80, "iter": 500, "lr": 0.0114, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.87125, "top5_acc": 0.98125, "loss_cls": 0.67704, "loss": 0.67704, "time": 0.22719} +{"mode": "train", "epoch": 80, "iter": 600, "lr": 0.01139, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87812, "top5_acc": 0.9875, "loss_cls": 0.67073, "loss": 0.67073, "time": 0.22694} +{"mode": "train", "epoch": 80, "iter": 700, "lr": 0.01138, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87, "top5_acc": 0.98875, "loss_cls": 0.67123, "loss": 0.67123, "time": 0.22665} +{"mode": "train", "epoch": 80, "iter": 800, "lr": 0.01137, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.855, "top5_acc": 0.98188, "loss_cls": 0.75317, "loss": 0.75317, "time": 0.22573} +{"mode": "train", "epoch": 80, "iter": 900, "lr": 0.01136, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.855, "top5_acc": 0.98188, "loss_cls": 0.76462, "loss": 0.76462, "time": 0.22708} +{"mode": "train", "epoch": 80, "iter": 1000, "lr": 0.01135, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87312, "top5_acc": 0.985, "loss_cls": 0.66626, "loss": 0.66626, "time": 0.22601} +{"mode": "train", "epoch": 80, "iter": 1100, "lr": 0.01134, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84125, "top5_acc": 0.98188, "loss_cls": 0.77454, "loss": 0.77454, "time": 0.22501} +{"mode": "train", "epoch": 80, "iter": 1200, "lr": 0.01133, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85938, "top5_acc": 0.985, "loss_cls": 0.71858, "loss": 0.71858, "time": 0.22685} +{"mode": "train", "epoch": 80, "iter": 1300, "lr": 0.01132, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.875, "top5_acc": 0.985, "loss_cls": 0.64546, "loss": 0.64546, "time": 0.22672} +{"mode": "train", "epoch": 80, "iter": 1400, "lr": 0.01131, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8675, "top5_acc": 0.9875, "loss_cls": 0.6988, "loss": 0.6988, "time": 0.2267} +{"mode": "train", "epoch": 80, "iter": 1500, "lr": 0.0113, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87125, "top5_acc": 0.98125, "loss_cls": 0.71338, "loss": 0.71338, "time": 0.2266} +{"mode": "train", "epoch": 80, "iter": 1600, "lr": 0.01129, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8575, "top5_acc": 0.985, "loss_cls": 0.71698, "loss": 0.71698, "time": 0.22684} +{"mode": "train", "epoch": 80, "iter": 1700, "lr": 0.01128, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86812, "top5_acc": 0.97938, "loss_cls": 0.6951, "loss": 0.6951, "time": 0.22665} +{"mode": "train", "epoch": 80, "iter": 1800, "lr": 0.01127, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86688, "top5_acc": 0.98562, "loss_cls": 0.71786, "loss": 0.71786, "time": 0.22696} +{"mode": "train", "epoch": 80, "iter": 1900, "lr": 0.01126, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87812, "top5_acc": 0.98562, "loss_cls": 0.65623, "loss": 0.65623, "time": 0.22651} +{"mode": "train", "epoch": 80, "iter": 2000, "lr": 0.01125, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86688, "top5_acc": 0.9875, "loss_cls": 0.68697, "loss": 0.68697, "time": 0.22561} +{"mode": "train", "epoch": 80, "iter": 2100, "lr": 0.01124, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.85438, "top5_acc": 0.98312, "loss_cls": 0.76177, "loss": 0.76177, "time": 0.22604} +{"mode": "train", "epoch": 80, "iter": 2200, "lr": 0.01123, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86938, "top5_acc": 0.9825, "loss_cls": 0.67849, "loss": 0.67849, "time": 0.2259} +{"mode": "train", "epoch": 80, "iter": 2300, "lr": 0.01121, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86812, "top5_acc": 0.98062, "loss_cls": 0.69704, "loss": 0.69704, "time": 0.22639} +{"mode": "train", "epoch": 80, "iter": 2400, "lr": 0.0112, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.84688, "top5_acc": 0.98, "loss_cls": 0.80129, "loss": 0.80129, "time": 0.22606} +{"mode": "train", "epoch": 80, "iter": 2500, "lr": 0.01119, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88062, "top5_acc": 0.98688, "loss_cls": 0.66647, "loss": 0.66647, "time": 0.22751} +{"mode": "val", "epoch": 80, "iter": 1031, "lr": 0.01119, "top1_acc": 0.73901, "top5_acc": 0.93656} +{"mode": "train", "epoch": 81, "iter": 100, "lr": 0.01118, "memory": 6499, "data_time": 0.19239, "top1_acc": 0.8775, "top5_acc": 0.98625, "loss_cls": 0.6503, "loss": 0.6503, "time": 0.4184} +{"mode": "train", "epoch": 81, "iter": 200, "lr": 0.01117, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86938, "top5_acc": 0.98312, "loss_cls": 0.68208, "loss": 0.68208, "time": 0.22585} +{"mode": "train", "epoch": 81, "iter": 300, "lr": 0.01116, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87688, "top5_acc": 0.98438, "loss_cls": 0.64938, "loss": 0.64938, "time": 0.22499} +{"mode": "train", "epoch": 81, "iter": 400, "lr": 0.01115, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8725, "top5_acc": 0.98875, "loss_cls": 0.63635, "loss": 0.63635, "time": 0.22542} +{"mode": "train", "epoch": 81, "iter": 500, "lr": 0.01114, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87188, "top5_acc": 0.985, "loss_cls": 0.6407, "loss": 0.6407, "time": 0.22561} +{"mode": "train", "epoch": 81, "iter": 600, "lr": 0.01113, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87188, "top5_acc": 0.99, "loss_cls": 0.66871, "loss": 0.66871, "time": 0.22567} +{"mode": "train", "epoch": 81, "iter": 700, "lr": 0.01112, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86625, "top5_acc": 0.98625, "loss_cls": 0.68536, "loss": 0.68536, "time": 0.22498} +{"mode": "train", "epoch": 81, "iter": 800, "lr": 0.01111, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87875, "top5_acc": 0.98875, "loss_cls": 0.62978, "loss": 0.62978, "time": 0.22695} +{"mode": "train", "epoch": 81, "iter": 900, "lr": 0.0111, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86625, "top5_acc": 0.98188, "loss_cls": 0.71362, "loss": 0.71362, "time": 0.22563} +{"mode": "train", "epoch": 81, "iter": 1000, "lr": 0.01109, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87125, "top5_acc": 0.98312, "loss_cls": 0.66411, "loss": 0.66411, "time": 0.22756} +{"mode": "train", "epoch": 81, "iter": 1100, "lr": 0.01108, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.86125, "top5_acc": 0.98562, "loss_cls": 0.70924, "loss": 0.70924, "time": 0.22631} +{"mode": "train", "epoch": 81, "iter": 1200, "lr": 0.01107, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88438, "top5_acc": 0.98938, "loss_cls": 0.65603, "loss": 0.65603, "time": 0.22669} +{"mode": "train", "epoch": 81, "iter": 1300, "lr": 0.01106, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88438, "top5_acc": 0.98875, "loss_cls": 0.61042, "loss": 0.61042, "time": 0.22743} +{"mode": "train", "epoch": 81, "iter": 1400, "lr": 0.01105, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88125, "top5_acc": 0.9825, "loss_cls": 0.63347, "loss": 0.63347, "time": 0.22659} +{"mode": "train", "epoch": 81, "iter": 1500, "lr": 0.01104, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.84812, "top5_acc": 0.985, "loss_cls": 0.75982, "loss": 0.75982, "time": 0.22794} +{"mode": "train", "epoch": 81, "iter": 1600, "lr": 0.01103, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.86625, "top5_acc": 0.9875, "loss_cls": 0.69344, "loss": 0.69344, "time": 0.22582} +{"mode": "train", "epoch": 81, "iter": 1700, "lr": 0.01102, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8725, "top5_acc": 0.98625, "loss_cls": 0.67212, "loss": 0.67212, "time": 0.22639} +{"mode": "train", "epoch": 81, "iter": 1800, "lr": 0.01101, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86125, "top5_acc": 0.9825, "loss_cls": 0.71246, "loss": 0.71246, "time": 0.22671} +{"mode": "train", "epoch": 81, "iter": 1900, "lr": 0.011, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86312, "top5_acc": 0.98562, "loss_cls": 0.70188, "loss": 0.70188, "time": 0.22589} +{"mode": "train", "epoch": 81, "iter": 2000, "lr": 0.01099, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87125, "top5_acc": 0.98062, "loss_cls": 0.68045, "loss": 0.68045, "time": 0.22595} +{"mode": "train", "epoch": 81, "iter": 2100, "lr": 0.01098, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85, "top5_acc": 0.98, "loss_cls": 0.76009, "loss": 0.76009, "time": 0.22557} +{"mode": "train", "epoch": 81, "iter": 2200, "lr": 0.01097, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88, "top5_acc": 0.98688, "loss_cls": 0.63218, "loss": 0.63218, "time": 0.22638} +{"mode": "train", "epoch": 81, "iter": 2300, "lr": 0.01095, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.84188, "top5_acc": 0.98312, "loss_cls": 0.78536, "loss": 0.78536, "time": 0.22756} +{"mode": "train", "epoch": 81, "iter": 2400, "lr": 0.01094, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87, "top5_acc": 0.985, "loss_cls": 0.73348, "loss": 0.73348, "time": 0.22681} +{"mode": "train", "epoch": 81, "iter": 2500, "lr": 0.01093, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86375, "top5_acc": 0.98062, "loss_cls": 0.71029, "loss": 0.71029, "time": 0.22564} +{"mode": "val", "epoch": 81, "iter": 1031, "lr": 0.01093, "top1_acc": 0.67344, "top5_acc": 0.92212} +{"mode": "train", "epoch": 82, "iter": 100, "lr": 0.01092, "memory": 6499, "data_time": 0.19203, "top1_acc": 0.88688, "top5_acc": 0.99125, "loss_cls": 0.5692, "loss": 0.5692, "time": 0.41825} +{"mode": "train", "epoch": 82, "iter": 200, "lr": 0.01091, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.89188, "top5_acc": 0.98875, "loss_cls": 0.57119, "loss": 0.57119, "time": 0.22591} +{"mode": "train", "epoch": 82, "iter": 300, "lr": 0.0109, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86375, "top5_acc": 0.98562, "loss_cls": 0.67465, "loss": 0.67465, "time": 0.2259} +{"mode": "train", "epoch": 82, "iter": 400, "lr": 0.01089, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.88125, "top5_acc": 0.99062, "loss_cls": 0.60702, "loss": 0.60702, "time": 0.22544} +{"mode": "train", "epoch": 82, "iter": 500, "lr": 0.01088, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86625, "top5_acc": 0.9875, "loss_cls": 0.7049, "loss": 0.7049, "time": 0.22666} +{"mode": "train", "epoch": 82, "iter": 600, "lr": 0.01087, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86875, "top5_acc": 0.9875, "loss_cls": 0.65373, "loss": 0.65373, "time": 0.22571} +{"mode": "train", "epoch": 82, "iter": 700, "lr": 0.01086, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87188, "top5_acc": 0.98625, "loss_cls": 0.66983, "loss": 0.66983, "time": 0.22654} +{"mode": "train", "epoch": 82, "iter": 800, "lr": 0.01085, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.89812, "top5_acc": 0.98812, "loss_cls": 0.56359, "loss": 0.56359, "time": 0.22585} +{"mode": "train", "epoch": 82, "iter": 900, "lr": 0.01084, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88688, "top5_acc": 0.98875, "loss_cls": 0.60715, "loss": 0.60715, "time": 0.22678} +{"mode": "train", "epoch": 82, "iter": 1000, "lr": 0.01083, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86688, "top5_acc": 0.97812, "loss_cls": 0.70567, "loss": 0.70567, "time": 0.22661} +{"mode": "train", "epoch": 82, "iter": 1100, "lr": 0.01082, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86438, "top5_acc": 0.98688, "loss_cls": 0.68622, "loss": 0.68622, "time": 0.22678} +{"mode": "train", "epoch": 82, "iter": 1200, "lr": 0.01081, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86188, "top5_acc": 0.98688, "loss_cls": 0.68389, "loss": 0.68389, "time": 0.22591} +{"mode": "train", "epoch": 82, "iter": 1300, "lr": 0.0108, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8575, "top5_acc": 0.97562, "loss_cls": 0.76231, "loss": 0.76231, "time": 0.22581} +{"mode": "train", "epoch": 82, "iter": 1400, "lr": 0.01079, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87125, "top5_acc": 0.98438, "loss_cls": 0.69747, "loss": 0.69747, "time": 0.22613} +{"mode": "train", "epoch": 82, "iter": 1500, "lr": 0.01078, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85438, "top5_acc": 0.97875, "loss_cls": 0.77271, "loss": 0.77271, "time": 0.22721} +{"mode": "train", "epoch": 82, "iter": 1600, "lr": 0.01077, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87312, "top5_acc": 0.98188, "loss_cls": 0.68073, "loss": 0.68073, "time": 0.22714} +{"mode": "train", "epoch": 82, "iter": 1700, "lr": 0.01076, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86375, "top5_acc": 0.98312, "loss_cls": 0.69305, "loss": 0.69305, "time": 0.22655} +{"mode": "train", "epoch": 82, "iter": 1800, "lr": 0.01075, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86875, "top5_acc": 0.98438, "loss_cls": 0.70192, "loss": 0.70192, "time": 0.22668} +{"mode": "train", "epoch": 82, "iter": 1900, "lr": 0.01074, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86438, "top5_acc": 0.98562, "loss_cls": 0.72166, "loss": 0.72166, "time": 0.22624} +{"mode": "train", "epoch": 82, "iter": 2000, "lr": 0.01073, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.875, "top5_acc": 0.985, "loss_cls": 0.64384, "loss": 0.64384, "time": 0.22729} +{"mode": "train", "epoch": 82, "iter": 2100, "lr": 0.01072, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87562, "top5_acc": 0.98125, "loss_cls": 0.70353, "loss": 0.70353, "time": 0.22574} +{"mode": "train", "epoch": 82, "iter": 2200, "lr": 0.01071, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.85688, "top5_acc": 0.98312, "loss_cls": 0.74254, "loss": 0.74254, "time": 0.22766} +{"mode": "train", "epoch": 82, "iter": 2300, "lr": 0.0107, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86062, "top5_acc": 0.98625, "loss_cls": 0.6981, "loss": 0.6981, "time": 0.22737} +{"mode": "train", "epoch": 82, "iter": 2400, "lr": 0.01069, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.87125, "top5_acc": 0.97938, "loss_cls": 0.7181, "loss": 0.7181, "time": 0.22664} +{"mode": "train", "epoch": 82, "iter": 2500, "lr": 0.01067, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.8675, "top5_acc": 0.98062, "loss_cls": 0.72616, "loss": 0.72616, "time": 0.22719} +{"mode": "val", "epoch": 82, "iter": 1031, "lr": 0.01067, "top1_acc": 0.81009, "top5_acc": 0.96943} +{"mode": "train", "epoch": 83, "iter": 100, "lr": 0.01066, "memory": 6499, "data_time": 0.19699, "top1_acc": 0.87438, "top5_acc": 0.99, "loss_cls": 0.65162, "loss": 0.65162, "time": 0.42243} +{"mode": "train", "epoch": 83, "iter": 200, "lr": 0.01065, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8875, "top5_acc": 0.98312, "loss_cls": 0.60211, "loss": 0.60211, "time": 0.22652} +{"mode": "train", "epoch": 83, "iter": 300, "lr": 0.01064, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87, "top5_acc": 0.985, "loss_cls": 0.68565, "loss": 0.68565, "time": 0.22656} +{"mode": "train", "epoch": 83, "iter": 400, "lr": 0.01063, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87875, "top5_acc": 0.98312, "loss_cls": 0.66327, "loss": 0.66327, "time": 0.22597} +{"mode": "train", "epoch": 83, "iter": 500, "lr": 0.01062, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.865, "top5_acc": 0.98562, "loss_cls": 0.6825, "loss": 0.6825, "time": 0.22777} +{"mode": "train", "epoch": 83, "iter": 600, "lr": 0.01061, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.86312, "top5_acc": 0.9825, "loss_cls": 0.72675, "loss": 0.72675, "time": 0.2273} +{"mode": "train", "epoch": 83, "iter": 700, "lr": 0.0106, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87438, "top5_acc": 0.98625, "loss_cls": 0.64395, "loss": 0.64395, "time": 0.22649} +{"mode": "train", "epoch": 83, "iter": 800, "lr": 0.01059, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86188, "top5_acc": 0.9875, "loss_cls": 0.67863, "loss": 0.67863, "time": 0.22726} +{"mode": "train", "epoch": 83, "iter": 900, "lr": 0.01058, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86, "top5_acc": 0.98, "loss_cls": 0.74924, "loss": 0.74924, "time": 0.2269} +{"mode": "train", "epoch": 83, "iter": 1000, "lr": 0.01057, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88938, "top5_acc": 0.98812, "loss_cls": 0.60341, "loss": 0.60341, "time": 0.22553} +{"mode": "train", "epoch": 83, "iter": 1100, "lr": 0.01056, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87938, "top5_acc": 0.99062, "loss_cls": 0.62261, "loss": 0.62261, "time": 0.22632} +{"mode": "train", "epoch": 83, "iter": 1200, "lr": 0.01055, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8625, "top5_acc": 0.985, "loss_cls": 0.67025, "loss": 0.67025, "time": 0.22593} +{"mode": "train", "epoch": 83, "iter": 1300, "lr": 0.01054, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.875, "top5_acc": 0.98562, "loss_cls": 0.65, "loss": 0.65, "time": 0.227} +{"mode": "train", "epoch": 83, "iter": 1400, "lr": 0.01053, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.85812, "top5_acc": 0.98438, "loss_cls": 0.70601, "loss": 0.70601, "time": 0.22713} +{"mode": "train", "epoch": 83, "iter": 1500, "lr": 0.01052, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8725, "top5_acc": 0.98438, "loss_cls": 0.687, "loss": 0.687, "time": 0.22537} +{"mode": "train", "epoch": 83, "iter": 1600, "lr": 0.01051, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87188, "top5_acc": 0.98875, "loss_cls": 0.66067, "loss": 0.66067, "time": 0.22642} +{"mode": "train", "epoch": 83, "iter": 1700, "lr": 0.0105, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.88062, "top5_acc": 0.985, "loss_cls": 0.6376, "loss": 0.6376, "time": 0.22631} +{"mode": "train", "epoch": 83, "iter": 1800, "lr": 0.01049, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.86438, "top5_acc": 0.98062, "loss_cls": 0.75405, "loss": 0.75405, "time": 0.22571} +{"mode": "train", "epoch": 83, "iter": 1900, "lr": 0.01048, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87688, "top5_acc": 0.9825, "loss_cls": 0.66227, "loss": 0.66227, "time": 0.22703} +{"mode": "train", "epoch": 83, "iter": 2000, "lr": 0.01047, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88125, "top5_acc": 0.99188, "loss_cls": 0.60269, "loss": 0.60269, "time": 0.22744} +{"mode": "train", "epoch": 83, "iter": 2100, "lr": 0.01046, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85062, "top5_acc": 0.98375, "loss_cls": 0.72101, "loss": 0.72101, "time": 0.22653} +{"mode": "train", "epoch": 83, "iter": 2200, "lr": 0.01045, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.865, "top5_acc": 0.98438, "loss_cls": 0.71036, "loss": 0.71036, "time": 0.22707} +{"mode": "train", "epoch": 83, "iter": 2300, "lr": 0.01044, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87438, "top5_acc": 0.98875, "loss_cls": 0.62989, "loss": 0.62989, "time": 0.22702} +{"mode": "train", "epoch": 83, "iter": 2400, "lr": 0.01043, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8625, "top5_acc": 0.985, "loss_cls": 0.74345, "loss": 0.74345, "time": 0.22678} +{"mode": "train", "epoch": 83, "iter": 2500, "lr": 0.01042, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86312, "top5_acc": 0.98688, "loss_cls": 0.71833, "loss": 0.71833, "time": 0.2259} +{"mode": "val", "epoch": 83, "iter": 1031, "lr": 0.01042, "top1_acc": 0.79784, "top5_acc": 0.96482} +{"mode": "train", "epoch": 84, "iter": 100, "lr": 0.01041, "memory": 6499, "data_time": 0.19009, "top1_acc": 0.88562, "top5_acc": 0.99125, "loss_cls": 0.56565, "loss": 0.56565, "time": 0.42031} +{"mode": "train", "epoch": 84, "iter": 200, "lr": 0.01039, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89688, "top5_acc": 0.99, "loss_cls": 0.54131, "loss": 0.54131, "time": 0.22901} +{"mode": "train", "epoch": 84, "iter": 300, "lr": 0.01038, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86375, "top5_acc": 0.98375, "loss_cls": 0.67833, "loss": 0.67833, "time": 0.22932} +{"mode": "train", "epoch": 84, "iter": 400, "lr": 0.01037, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.895, "top5_acc": 0.98875, "loss_cls": 0.57912, "loss": 0.57912, "time": 0.22905} +{"mode": "train", "epoch": 84, "iter": 500, "lr": 0.01036, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90188, "top5_acc": 0.99, "loss_cls": 0.53469, "loss": 0.53469, "time": 0.22945} +{"mode": "train", "epoch": 84, "iter": 600, "lr": 0.01035, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87562, "top5_acc": 0.99, "loss_cls": 0.63232, "loss": 0.63232, "time": 0.22877} +{"mode": "train", "epoch": 84, "iter": 700, "lr": 0.01034, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88125, "top5_acc": 0.99, "loss_cls": 0.65988, "loss": 0.65988, "time": 0.23031} +{"mode": "train", "epoch": 84, "iter": 800, "lr": 0.01033, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88188, "top5_acc": 0.98312, "loss_cls": 0.63551, "loss": 0.63551, "time": 0.2305} +{"mode": "train", "epoch": 84, "iter": 900, "lr": 0.01032, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.87938, "top5_acc": 0.985, "loss_cls": 0.65165, "loss": 0.65165, "time": 0.2304} +{"mode": "train", "epoch": 84, "iter": 1000, "lr": 0.01031, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86938, "top5_acc": 0.985, "loss_cls": 0.64936, "loss": 0.64936, "time": 0.2304} +{"mode": "train", "epoch": 84, "iter": 1100, "lr": 0.0103, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87, "top5_acc": 0.98938, "loss_cls": 0.66356, "loss": 0.66356, "time": 0.23034} +{"mode": "train", "epoch": 84, "iter": 1200, "lr": 0.01029, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.8675, "top5_acc": 0.99, "loss_cls": 0.65164, "loss": 0.65164, "time": 0.22954} +{"mode": "train", "epoch": 84, "iter": 1300, "lr": 0.01028, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86938, "top5_acc": 0.98875, "loss_cls": 0.64533, "loss": 0.64533, "time": 0.23035} +{"mode": "train", "epoch": 84, "iter": 1400, "lr": 0.01027, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8525, "top5_acc": 0.98125, "loss_cls": 0.70803, "loss": 0.70803, "time": 0.22877} +{"mode": "train", "epoch": 84, "iter": 1500, "lr": 0.01026, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86188, "top5_acc": 0.98625, "loss_cls": 0.68877, "loss": 0.68877, "time": 0.22874} +{"mode": "train", "epoch": 84, "iter": 1600, "lr": 0.01025, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86312, "top5_acc": 0.9825, "loss_cls": 0.71945, "loss": 0.71945, "time": 0.2298} +{"mode": "train", "epoch": 84, "iter": 1700, "lr": 0.01024, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87, "top5_acc": 0.9825, "loss_cls": 0.68387, "loss": 0.68387, "time": 0.22942} +{"mode": "train", "epoch": 84, "iter": 1800, "lr": 0.01023, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87438, "top5_acc": 0.98125, "loss_cls": 0.67746, "loss": 0.67746, "time": 0.22873} +{"mode": "train", "epoch": 84, "iter": 1900, "lr": 0.01022, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89, "top5_acc": 0.98188, "loss_cls": 0.60534, "loss": 0.60534, "time": 0.22901} +{"mode": "train", "epoch": 84, "iter": 2000, "lr": 0.01021, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86812, "top5_acc": 0.98062, "loss_cls": 0.69686, "loss": 0.69686, "time": 0.22877} +{"mode": "train", "epoch": 84, "iter": 2100, "lr": 0.0102, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.85125, "top5_acc": 0.98312, "loss_cls": 0.7112, "loss": 0.7112, "time": 0.23007} +{"mode": "train", "epoch": 84, "iter": 2200, "lr": 0.01019, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.85875, "top5_acc": 0.98688, "loss_cls": 0.71985, "loss": 0.71985, "time": 0.2298} +{"mode": "train", "epoch": 84, "iter": 2300, "lr": 0.01018, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86438, "top5_acc": 0.98375, "loss_cls": 0.71197, "loss": 0.71197, "time": 0.22883} +{"mode": "train", "epoch": 84, "iter": 2400, "lr": 0.01017, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.86625, "top5_acc": 0.98625, "loss_cls": 0.66247, "loss": 0.66247, "time": 0.22868} +{"mode": "train", "epoch": 84, "iter": 2500, "lr": 0.01016, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87125, "top5_acc": 0.98375, "loss_cls": 0.68923, "loss": 0.68923, "time": 0.22898} +{"mode": "val", "epoch": 84, "iter": 1031, "lr": 0.01016, "top1_acc": 0.80081, "top5_acc": 0.97004} +{"mode": "train", "epoch": 85, "iter": 100, "lr": 0.01015, "memory": 6499, "data_time": 0.19345, "top1_acc": 0.86562, "top5_acc": 0.98812, "loss_cls": 0.65386, "loss": 0.65386, "time": 0.42018} +{"mode": "train", "epoch": 85, "iter": 200, "lr": 0.01014, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.86438, "top5_acc": 0.98812, "loss_cls": 0.70294, "loss": 0.70294, "time": 0.22596} +{"mode": "train", "epoch": 85, "iter": 300, "lr": 0.01013, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.89562, "top5_acc": 0.98688, "loss_cls": 0.58142, "loss": 0.58142, "time": 0.22566} +{"mode": "train", "epoch": 85, "iter": 400, "lr": 0.01012, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87688, "top5_acc": 0.98312, "loss_cls": 0.65086, "loss": 0.65086, "time": 0.22574} +{"mode": "train", "epoch": 85, "iter": 500, "lr": 0.01011, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87562, "top5_acc": 0.98375, "loss_cls": 0.64282, "loss": 0.64282, "time": 0.22495} +{"mode": "train", "epoch": 85, "iter": 600, "lr": 0.0101, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87625, "top5_acc": 0.9875, "loss_cls": 0.65405, "loss": 0.65405, "time": 0.22599} +{"mode": "train", "epoch": 85, "iter": 700, "lr": 0.01009, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88062, "top5_acc": 0.9875, "loss_cls": 0.63822, "loss": 0.63822, "time": 0.2256} +{"mode": "train", "epoch": 85, "iter": 800, "lr": 0.01008, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88688, "top5_acc": 0.98875, "loss_cls": 0.62141, "loss": 0.62141, "time": 0.22629} +{"mode": "train", "epoch": 85, "iter": 900, "lr": 0.01007, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8875, "top5_acc": 0.99, "loss_cls": 0.56747, "loss": 0.56747, "time": 0.22729} +{"mode": "train", "epoch": 85, "iter": 1000, "lr": 0.01006, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88938, "top5_acc": 0.98625, "loss_cls": 0.63245, "loss": 0.63245, "time": 0.22615} +{"mode": "train", "epoch": 85, "iter": 1100, "lr": 0.01005, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89, "top5_acc": 0.99062, "loss_cls": 0.56103, "loss": 0.56103, "time": 0.22641} +{"mode": "train", "epoch": 85, "iter": 1200, "lr": 0.01003, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87562, "top5_acc": 0.98938, "loss_cls": 0.63119, "loss": 0.63119, "time": 0.22835} +{"mode": "train", "epoch": 85, "iter": 1300, "lr": 0.01002, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88125, "top5_acc": 0.98375, "loss_cls": 0.64834, "loss": 0.64834, "time": 0.22644} +{"mode": "train", "epoch": 85, "iter": 1400, "lr": 0.01001, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86688, "top5_acc": 0.98375, "loss_cls": 0.68279, "loss": 0.68279, "time": 0.226} +{"mode": "train", "epoch": 85, "iter": 1500, "lr": 0.01, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88188, "top5_acc": 0.98875, "loss_cls": 0.61358, "loss": 0.61358, "time": 0.22662} +{"mode": "train", "epoch": 85, "iter": 1600, "lr": 0.00999, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.875, "top5_acc": 0.98562, "loss_cls": 0.68247, "loss": 0.68247, "time": 0.22653} +{"mode": "train", "epoch": 85, "iter": 1700, "lr": 0.00998, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87188, "top5_acc": 0.97938, "loss_cls": 0.65457, "loss": 0.65457, "time": 0.22541} +{"mode": "train", "epoch": 85, "iter": 1800, "lr": 0.00997, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8625, "top5_acc": 0.98562, "loss_cls": 0.70447, "loss": 0.70447, "time": 0.22647} +{"mode": "train", "epoch": 85, "iter": 1900, "lr": 0.00996, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88625, "top5_acc": 0.98188, "loss_cls": 0.59903, "loss": 0.59903, "time": 0.2257} +{"mode": "train", "epoch": 85, "iter": 2000, "lr": 0.00995, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8725, "top5_acc": 0.9825, "loss_cls": 0.64364, "loss": 0.64364, "time": 0.22526} +{"mode": "train", "epoch": 85, "iter": 2100, "lr": 0.00994, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8625, "top5_acc": 0.98438, "loss_cls": 0.73421, "loss": 0.73421, "time": 0.22624} +{"mode": "train", "epoch": 85, "iter": 2200, "lr": 0.00993, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.875, "top5_acc": 0.98562, "loss_cls": 0.65217, "loss": 0.65217, "time": 0.22521} +{"mode": "train", "epoch": 85, "iter": 2300, "lr": 0.00992, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87125, "top5_acc": 0.98625, "loss_cls": 0.6499, "loss": 0.6499, "time": 0.22655} +{"mode": "train", "epoch": 85, "iter": 2400, "lr": 0.00991, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.87312, "top5_acc": 0.9875, "loss_cls": 0.65357, "loss": 0.65357, "time": 0.22789} +{"mode": "train", "epoch": 85, "iter": 2500, "lr": 0.0099, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86375, "top5_acc": 0.9825, "loss_cls": 0.7232, "loss": 0.7232, "time": 0.22657} +{"mode": "val", "epoch": 85, "iter": 1031, "lr": 0.0099, "top1_acc": 0.81592, "top5_acc": 0.96773} +{"mode": "train", "epoch": 86, "iter": 100, "lr": 0.00989, "memory": 6499, "data_time": 0.19675, "top1_acc": 0.87688, "top5_acc": 0.985, "loss_cls": 0.64547, "loss": 0.64547, "time": 0.42338} +{"mode": "train", "epoch": 86, "iter": 200, "lr": 0.00988, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.89125, "top5_acc": 0.98875, "loss_cls": 0.57201, "loss": 0.57201, "time": 0.22698} +{"mode": "train", "epoch": 86, "iter": 300, "lr": 0.00987, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88375, "top5_acc": 0.98812, "loss_cls": 0.6088, "loss": 0.6088, "time": 0.22603} +{"mode": "train", "epoch": 86, "iter": 400, "lr": 0.00986, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.87812, "top5_acc": 0.9875, "loss_cls": 0.61517, "loss": 0.61517, "time": 0.22696} +{"mode": "train", "epoch": 86, "iter": 500, "lr": 0.00985, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88375, "top5_acc": 0.98938, "loss_cls": 0.5932, "loss": 0.5932, "time": 0.22651} +{"mode": "train", "epoch": 86, "iter": 600, "lr": 0.00984, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87438, "top5_acc": 0.98875, "loss_cls": 0.6344, "loss": 0.6344, "time": 0.22705} +{"mode": "train", "epoch": 86, "iter": 700, "lr": 0.00983, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.87125, "top5_acc": 0.98938, "loss_cls": 0.64452, "loss": 0.64452, "time": 0.22568} +{"mode": "train", "epoch": 86, "iter": 800, "lr": 0.00982, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.86938, "top5_acc": 0.98875, "loss_cls": 0.6529, "loss": 0.6529, "time": 0.22616} +{"mode": "train", "epoch": 86, "iter": 900, "lr": 0.00981, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87875, "top5_acc": 0.98438, "loss_cls": 0.67414, "loss": 0.67414, "time": 0.22737} +{"mode": "train", "epoch": 86, "iter": 1000, "lr": 0.0098, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.87875, "top5_acc": 0.99, "loss_cls": 0.60333, "loss": 0.60333, "time": 0.22735} +{"mode": "train", "epoch": 86, "iter": 1100, "lr": 0.00979, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.86688, "top5_acc": 0.98812, "loss_cls": 0.66479, "loss": 0.66479, "time": 0.22711} +{"mode": "train", "epoch": 86, "iter": 1200, "lr": 0.00978, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88438, "top5_acc": 0.9875, "loss_cls": 0.61113, "loss": 0.61113, "time": 0.22632} +{"mode": "train", "epoch": 86, "iter": 1300, "lr": 0.00977, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89938, "top5_acc": 0.98625, "loss_cls": 0.58358, "loss": 0.58358, "time": 0.22578} +{"mode": "train", "epoch": 86, "iter": 1400, "lr": 0.00976, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86375, "top5_acc": 0.97812, "loss_cls": 0.68214, "loss": 0.68214, "time": 0.22659} +{"mode": "train", "epoch": 86, "iter": 1500, "lr": 0.00975, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86688, "top5_acc": 0.98562, "loss_cls": 0.65843, "loss": 0.65843, "time": 0.22746} +{"mode": "train", "epoch": 86, "iter": 1600, "lr": 0.00974, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.86438, "top5_acc": 0.98312, "loss_cls": 0.68235, "loss": 0.68235, "time": 0.22693} +{"mode": "train", "epoch": 86, "iter": 1700, "lr": 0.00973, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89562, "top5_acc": 0.98875, "loss_cls": 0.57531, "loss": 0.57531, "time": 0.22577} +{"mode": "train", "epoch": 86, "iter": 1800, "lr": 0.00972, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.85438, "top5_acc": 0.9825, "loss_cls": 0.72217, "loss": 0.72217, "time": 0.22744} +{"mode": "train", "epoch": 86, "iter": 1900, "lr": 0.00971, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.87062, "top5_acc": 0.98188, "loss_cls": 0.70824, "loss": 0.70824, "time": 0.22683} +{"mode": "train", "epoch": 86, "iter": 2000, "lr": 0.0097, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87562, "top5_acc": 0.98812, "loss_cls": 0.66406, "loss": 0.66406, "time": 0.22561} +{"mode": "train", "epoch": 86, "iter": 2100, "lr": 0.00969, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86125, "top5_acc": 0.985, "loss_cls": 0.6914, "loss": 0.6914, "time": 0.22691} +{"mode": "train", "epoch": 86, "iter": 2200, "lr": 0.00968, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87125, "top5_acc": 0.985, "loss_cls": 0.68269, "loss": 0.68269, "time": 0.22558} +{"mode": "train", "epoch": 86, "iter": 2300, "lr": 0.00967, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.87875, "top5_acc": 0.98625, "loss_cls": 0.63618, "loss": 0.63618, "time": 0.22595} +{"mode": "train", "epoch": 86, "iter": 2400, "lr": 0.00966, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.87875, "top5_acc": 0.98625, "loss_cls": 0.61241, "loss": 0.61241, "time": 0.22619} +{"mode": "train", "epoch": 86, "iter": 2500, "lr": 0.00965, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.87375, "top5_acc": 0.985, "loss_cls": 0.64942, "loss": 0.64942, "time": 0.22535} +{"mode": "val", "epoch": 86, "iter": 1031, "lr": 0.00965, "top1_acc": 0.79396, "top5_acc": 0.965} +{"mode": "train", "epoch": 87, "iter": 100, "lr": 0.00964, "memory": 6499, "data_time": 0.19211, "top1_acc": 0.89438, "top5_acc": 0.9875, "loss_cls": 0.56267, "loss": 0.56267, "time": 0.41871} +{"mode": "train", "epoch": 87, "iter": 200, "lr": 0.00963, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.9, "top5_acc": 0.99, "loss_cls": 0.51371, "loss": 0.51371, "time": 0.2258} +{"mode": "train", "epoch": 87, "iter": 300, "lr": 0.00962, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.89188, "top5_acc": 0.98625, "loss_cls": 0.57726, "loss": 0.57726, "time": 0.22655} +{"mode": "train", "epoch": 87, "iter": 400, "lr": 0.00961, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.895, "top5_acc": 0.98562, "loss_cls": 0.55625, "loss": 0.55625, "time": 0.22523} +{"mode": "train", "epoch": 87, "iter": 500, "lr": 0.00959, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8875, "top5_acc": 0.985, "loss_cls": 0.59588, "loss": 0.59588, "time": 0.2262} +{"mode": "train", "epoch": 87, "iter": 600, "lr": 0.00958, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.86438, "top5_acc": 0.9875, "loss_cls": 0.65377, "loss": 0.65377, "time": 0.22734} +{"mode": "train", "epoch": 87, "iter": 700, "lr": 0.00957, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.88375, "top5_acc": 0.99062, "loss_cls": 0.57931, "loss": 0.57931, "time": 0.22518} +{"mode": "train", "epoch": 87, "iter": 800, "lr": 0.00956, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.89125, "top5_acc": 0.99, "loss_cls": 0.54264, "loss": 0.54264, "time": 0.22598} +{"mode": "train", "epoch": 87, "iter": 900, "lr": 0.00955, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87625, "top5_acc": 0.98312, "loss_cls": 0.60715, "loss": 0.60715, "time": 0.22637} +{"mode": "train", "epoch": 87, "iter": 1000, "lr": 0.00954, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88312, "top5_acc": 0.98625, "loss_cls": 0.62448, "loss": 0.62448, "time": 0.22683} +{"mode": "train", "epoch": 87, "iter": 1100, "lr": 0.00953, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89125, "top5_acc": 0.98812, "loss_cls": 0.58101, "loss": 0.58101, "time": 0.22637} +{"mode": "train", "epoch": 87, "iter": 1200, "lr": 0.00952, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88312, "top5_acc": 0.98562, "loss_cls": 0.61926, "loss": 0.61926, "time": 0.22615} +{"mode": "train", "epoch": 87, "iter": 1300, "lr": 0.00951, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.875, "top5_acc": 0.98062, "loss_cls": 0.69782, "loss": 0.69782, "time": 0.22652} +{"mode": "train", "epoch": 87, "iter": 1400, "lr": 0.0095, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88438, "top5_acc": 0.98312, "loss_cls": 0.63549, "loss": 0.63549, "time": 0.22625} +{"mode": "train", "epoch": 87, "iter": 1500, "lr": 0.00949, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88125, "top5_acc": 0.99, "loss_cls": 0.62982, "loss": 0.62982, "time": 0.22724} +{"mode": "train", "epoch": 87, "iter": 1600, "lr": 0.00948, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.87062, "top5_acc": 0.98188, "loss_cls": 0.66567, "loss": 0.66567, "time": 0.22607} +{"mode": "train", "epoch": 87, "iter": 1700, "lr": 0.00947, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.86062, "top5_acc": 0.98125, "loss_cls": 0.75024, "loss": 0.75024, "time": 0.22655} +{"mode": "train", "epoch": 87, "iter": 1800, "lr": 0.00946, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87, "top5_acc": 0.98688, "loss_cls": 0.66157, "loss": 0.66157, "time": 0.22673} +{"mode": "train", "epoch": 87, "iter": 1900, "lr": 0.00945, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87625, "top5_acc": 0.98312, "loss_cls": 0.63885, "loss": 0.63885, "time": 0.22533} +{"mode": "train", "epoch": 87, "iter": 2000, "lr": 0.00944, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.89375, "top5_acc": 0.9875, "loss_cls": 0.55689, "loss": 0.55689, "time": 0.22736} +{"mode": "train", "epoch": 87, "iter": 2100, "lr": 0.00943, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.88562, "top5_acc": 0.98812, "loss_cls": 0.63011, "loss": 0.63011, "time": 0.22597} +{"mode": "train", "epoch": 87, "iter": 2200, "lr": 0.00942, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87375, "top5_acc": 0.98562, "loss_cls": 0.60012, "loss": 0.60012, "time": 0.22647} +{"mode": "train", "epoch": 87, "iter": 2300, "lr": 0.00941, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8875, "top5_acc": 0.98562, "loss_cls": 0.59685, "loss": 0.59685, "time": 0.22705} +{"mode": "train", "epoch": 87, "iter": 2400, "lr": 0.0094, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8725, "top5_acc": 0.9825, "loss_cls": 0.63285, "loss": 0.63285, "time": 0.22637} +{"mode": "train", "epoch": 87, "iter": 2500, "lr": 0.00939, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.86688, "top5_acc": 0.98812, "loss_cls": 0.70125, "loss": 0.70125, "time": 0.22633} +{"mode": "val", "epoch": 87, "iter": 1031, "lr": 0.00939, "top1_acc": 0.80882, "top5_acc": 0.96676} +{"mode": "train", "epoch": 88, "iter": 100, "lr": 0.00938, "memory": 6499, "data_time": 0.19594, "top1_acc": 0.89625, "top5_acc": 0.98875, "loss_cls": 0.58697, "loss": 0.58697, "time": 0.42219} +{"mode": "train", "epoch": 88, "iter": 200, "lr": 0.00937, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88938, "top5_acc": 0.98812, "loss_cls": 0.57026, "loss": 0.57026, "time": 0.226} +{"mode": "train", "epoch": 88, "iter": 300, "lr": 0.00936, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88562, "top5_acc": 0.99, "loss_cls": 0.5822, "loss": 0.5822, "time": 0.22691} +{"mode": "train", "epoch": 88, "iter": 400, "lr": 0.00935, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.8825, "top5_acc": 0.98312, "loss_cls": 0.64015, "loss": 0.64015, "time": 0.22634} +{"mode": "train", "epoch": 88, "iter": 500, "lr": 0.00934, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90375, "top5_acc": 0.98875, "loss_cls": 0.54418, "loss": 0.54418, "time": 0.22605} +{"mode": "train", "epoch": 88, "iter": 600, "lr": 0.00933, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88438, "top5_acc": 0.99062, "loss_cls": 0.59751, "loss": 0.59751, "time": 0.22629} +{"mode": "train", "epoch": 88, "iter": 700, "lr": 0.00932, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.885, "top5_acc": 0.98688, "loss_cls": 0.58156, "loss": 0.58156, "time": 0.22604} +{"mode": "train", "epoch": 88, "iter": 800, "lr": 0.00931, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87312, "top5_acc": 0.98562, "loss_cls": 0.61676, "loss": 0.61676, "time": 0.22675} +{"mode": "train", "epoch": 88, "iter": 900, "lr": 0.0093, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87812, "top5_acc": 0.9825, "loss_cls": 0.62632, "loss": 0.62632, "time": 0.22648} +{"mode": "train", "epoch": 88, "iter": 1000, "lr": 0.00929, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.875, "top5_acc": 0.99125, "loss_cls": 0.63969, "loss": 0.63969, "time": 0.22666} +{"mode": "train", "epoch": 88, "iter": 1100, "lr": 0.00928, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.8875, "top5_acc": 0.98875, "loss_cls": 0.57462, "loss": 0.57462, "time": 0.22762} +{"mode": "train", "epoch": 88, "iter": 1200, "lr": 0.00927, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.89, "top5_acc": 0.99188, "loss_cls": 0.59905, "loss": 0.59905, "time": 0.22618} +{"mode": "train", "epoch": 88, "iter": 1300, "lr": 0.00926, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87062, "top5_acc": 0.98625, "loss_cls": 0.63053, "loss": 0.63053, "time": 0.22661} +{"mode": "train", "epoch": 88, "iter": 1400, "lr": 0.00925, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.8925, "top5_acc": 0.99, "loss_cls": 0.58206, "loss": 0.58206, "time": 0.22657} +{"mode": "train", "epoch": 88, "iter": 1500, "lr": 0.00924, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87312, "top5_acc": 0.99, "loss_cls": 0.61918, "loss": 0.61918, "time": 0.22754} +{"mode": "train", "epoch": 88, "iter": 1600, "lr": 0.00923, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.86188, "top5_acc": 0.9875, "loss_cls": 0.67797, "loss": 0.67797, "time": 0.22574} +{"mode": "train", "epoch": 88, "iter": 1700, "lr": 0.00922, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87625, "top5_acc": 0.9875, "loss_cls": 0.63267, "loss": 0.63267, "time": 0.22597} +{"mode": "train", "epoch": 88, "iter": 1800, "lr": 0.00921, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.885, "top5_acc": 0.98938, "loss_cls": 0.60046, "loss": 0.60046, "time": 0.22639} +{"mode": "train", "epoch": 88, "iter": 1900, "lr": 0.0092, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87812, "top5_acc": 0.98875, "loss_cls": 0.63919, "loss": 0.63919, "time": 0.22599} +{"mode": "train", "epoch": 88, "iter": 2000, "lr": 0.00919, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87938, "top5_acc": 0.98625, "loss_cls": 0.62569, "loss": 0.62569, "time": 0.22676} +{"mode": "train", "epoch": 88, "iter": 2100, "lr": 0.00918, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88562, "top5_acc": 0.985, "loss_cls": 0.64097, "loss": 0.64097, "time": 0.2264} +{"mode": "train", "epoch": 88, "iter": 2200, "lr": 0.00917, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8725, "top5_acc": 0.98688, "loss_cls": 0.68518, "loss": 0.68518, "time": 0.22646} +{"mode": "train", "epoch": 88, "iter": 2300, "lr": 0.00916, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88, "top5_acc": 0.98875, "loss_cls": 0.61381, "loss": 0.61381, "time": 0.22631} +{"mode": "train", "epoch": 88, "iter": 2400, "lr": 0.00915, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88188, "top5_acc": 0.99062, "loss_cls": 0.62929, "loss": 0.62929, "time": 0.226} +{"mode": "train", "epoch": 88, "iter": 2500, "lr": 0.00914, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.88625, "top5_acc": 0.98312, "loss_cls": 0.64903, "loss": 0.64903, "time": 0.22594} +{"mode": "val", "epoch": 88, "iter": 1031, "lr": 0.00914, "top1_acc": 0.78183, "top5_acc": 0.95627} +{"mode": "train", "epoch": 89, "iter": 100, "lr": 0.00913, "memory": 6499, "data_time": 0.19341, "top1_acc": 0.89062, "top5_acc": 0.99125, "loss_cls": 0.55661, "loss": 0.55661, "time": 0.41963} +{"mode": "train", "epoch": 89, "iter": 200, "lr": 0.00912, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88688, "top5_acc": 0.9875, "loss_cls": 0.5801, "loss": 0.5801, "time": 0.22742} +{"mode": "train", "epoch": 89, "iter": 300, "lr": 0.00911, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89062, "top5_acc": 0.9875, "loss_cls": 0.62537, "loss": 0.62537, "time": 0.22545} +{"mode": "train", "epoch": 89, "iter": 400, "lr": 0.0091, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.885, "top5_acc": 0.9875, "loss_cls": 0.60558, "loss": 0.60558, "time": 0.22675} +{"mode": "train", "epoch": 89, "iter": 500, "lr": 0.00909, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88625, "top5_acc": 0.98688, "loss_cls": 0.5995, "loss": 0.5995, "time": 0.22662} +{"mode": "train", "epoch": 89, "iter": 600, "lr": 0.00908, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8925, "top5_acc": 0.9875, "loss_cls": 0.55388, "loss": 0.55388, "time": 0.22617} +{"mode": "train", "epoch": 89, "iter": 700, "lr": 0.00907, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89562, "top5_acc": 0.98812, "loss_cls": 0.54411, "loss": 0.54411, "time": 0.22592} +{"mode": "train", "epoch": 89, "iter": 800, "lr": 0.00906, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8775, "top5_acc": 0.98875, "loss_cls": 0.58731, "loss": 0.58731, "time": 0.22661} +{"mode": "train", "epoch": 89, "iter": 900, "lr": 0.00905, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88438, "top5_acc": 0.99062, "loss_cls": 0.57682, "loss": 0.57682, "time": 0.22623} +{"mode": "train", "epoch": 89, "iter": 1000, "lr": 0.00904, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89375, "top5_acc": 0.98562, "loss_cls": 0.58376, "loss": 0.58376, "time": 0.22631} +{"mode": "train", "epoch": 89, "iter": 1100, "lr": 0.00903, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90188, "top5_acc": 0.985, "loss_cls": 0.54942, "loss": 0.54942, "time": 0.22548} +{"mode": "train", "epoch": 89, "iter": 1200, "lr": 0.00902, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87625, "top5_acc": 0.9825, "loss_cls": 0.64228, "loss": 0.64228, "time": 0.22754} +{"mode": "train", "epoch": 89, "iter": 1300, "lr": 0.00901, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88625, "top5_acc": 0.98938, "loss_cls": 0.59699, "loss": 0.59699, "time": 0.22663} +{"mode": "train", "epoch": 89, "iter": 1400, "lr": 0.009, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88625, "top5_acc": 0.98625, "loss_cls": 0.59261, "loss": 0.59261, "time": 0.22619} +{"mode": "train", "epoch": 89, "iter": 1500, "lr": 0.00899, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88812, "top5_acc": 0.98875, "loss_cls": 0.58393, "loss": 0.58393, "time": 0.22704} +{"mode": "train", "epoch": 89, "iter": 1600, "lr": 0.00898, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8825, "top5_acc": 0.99, "loss_cls": 0.60768, "loss": 0.60768, "time": 0.22539} +{"mode": "train", "epoch": 89, "iter": 1700, "lr": 0.00897, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8775, "top5_acc": 0.99125, "loss_cls": 0.62665, "loss": 0.62665, "time": 0.22567} +{"mode": "train", "epoch": 89, "iter": 1800, "lr": 0.00896, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87062, "top5_acc": 0.98562, "loss_cls": 0.67153, "loss": 0.67153, "time": 0.22666} +{"mode": "train", "epoch": 89, "iter": 1900, "lr": 0.00895, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86062, "top5_acc": 0.97562, "loss_cls": 0.73639, "loss": 0.73639, "time": 0.22645} +{"mode": "train", "epoch": 89, "iter": 2000, "lr": 0.00894, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.86438, "top5_acc": 0.9875, "loss_cls": 0.65638, "loss": 0.65638, "time": 0.22659} +{"mode": "train", "epoch": 89, "iter": 2100, "lr": 0.00893, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86938, "top5_acc": 0.98812, "loss_cls": 0.649, "loss": 0.649, "time": 0.22736} +{"mode": "train", "epoch": 89, "iter": 2200, "lr": 0.00892, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.86875, "top5_acc": 0.98375, "loss_cls": 0.67918, "loss": 0.67918, "time": 0.22618} +{"mode": "train", "epoch": 89, "iter": 2300, "lr": 0.00891, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.86562, "top5_acc": 0.985, "loss_cls": 0.63753, "loss": 0.63753, "time": 0.227} +{"mode": "train", "epoch": 89, "iter": 2400, "lr": 0.0089, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88438, "top5_acc": 0.98375, "loss_cls": 0.62726, "loss": 0.62726, "time": 0.22619} +{"mode": "train", "epoch": 89, "iter": 2500, "lr": 0.00889, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88188, "top5_acc": 0.98375, "loss_cls": 0.6369, "loss": 0.6369, "time": 0.2253} +{"mode": "val", "epoch": 89, "iter": 1031, "lr": 0.00889, "top1_acc": 0.79244, "top5_acc": 0.96076} +{"mode": "train", "epoch": 90, "iter": 100, "lr": 0.00888, "memory": 6499, "data_time": 0.19182, "top1_acc": 0.90688, "top5_acc": 0.99, "loss_cls": 0.53747, "loss": 0.53747, "time": 0.41845} +{"mode": "train", "epoch": 90, "iter": 200, "lr": 0.00887, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87875, "top5_acc": 0.98438, "loss_cls": 0.62619, "loss": 0.62619, "time": 0.22527} +{"mode": "train", "epoch": 90, "iter": 300, "lr": 0.00886, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87, "top5_acc": 0.99, "loss_cls": 0.65413, "loss": 0.65413, "time": 0.22675} +{"mode": "train", "epoch": 90, "iter": 400, "lr": 0.00885, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90375, "top5_acc": 0.99375, "loss_cls": 0.50004, "loss": 0.50004, "time": 0.2263} +{"mode": "train", "epoch": 90, "iter": 500, "lr": 0.00884, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9, "top5_acc": 0.99438, "loss_cls": 0.52353, "loss": 0.52353, "time": 0.22598} +{"mode": "train", "epoch": 90, "iter": 600, "lr": 0.00883, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90312, "top5_acc": 0.99062, "loss_cls": 0.52119, "loss": 0.52119, "time": 0.22594} +{"mode": "train", "epoch": 90, "iter": 700, "lr": 0.00882, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88625, "top5_acc": 0.98812, "loss_cls": 0.58951, "loss": 0.58951, "time": 0.22775} +{"mode": "train", "epoch": 90, "iter": 800, "lr": 0.00881, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.905, "top5_acc": 0.98562, "loss_cls": 0.54465, "loss": 0.54465, "time": 0.22649} +{"mode": "train", "epoch": 90, "iter": 900, "lr": 0.0088, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89812, "top5_acc": 0.98875, "loss_cls": 0.54382, "loss": 0.54382, "time": 0.22652} +{"mode": "train", "epoch": 90, "iter": 1000, "lr": 0.00879, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.88438, "top5_acc": 0.98625, "loss_cls": 0.57688, "loss": 0.57688, "time": 0.22782} +{"mode": "train", "epoch": 90, "iter": 1100, "lr": 0.00878, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9, "top5_acc": 0.99062, "loss_cls": 0.52766, "loss": 0.52766, "time": 0.22618} +{"mode": "train", "epoch": 90, "iter": 1200, "lr": 0.00877, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87, "top5_acc": 0.98625, "loss_cls": 0.68019, "loss": 0.68019, "time": 0.22595} +{"mode": "train", "epoch": 90, "iter": 1300, "lr": 0.00876, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87812, "top5_acc": 0.99, "loss_cls": 0.6513, "loss": 0.6513, "time": 0.22606} +{"mode": "train", "epoch": 90, "iter": 1400, "lr": 0.00875, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.88875, "top5_acc": 0.98812, "loss_cls": 0.59196, "loss": 0.59196, "time": 0.22696} +{"mode": "train", "epoch": 90, "iter": 1500, "lr": 0.00874, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.88438, "top5_acc": 0.985, "loss_cls": 0.62445, "loss": 0.62445, "time": 0.22549} +{"mode": "train", "epoch": 90, "iter": 1600, "lr": 0.00873, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89062, "top5_acc": 0.98938, "loss_cls": 0.58116, "loss": 0.58116, "time": 0.22598} +{"mode": "train", "epoch": 90, "iter": 1700, "lr": 0.00872, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87312, "top5_acc": 0.99188, "loss_cls": 0.62285, "loss": 0.62285, "time": 0.22709} +{"mode": "train", "epoch": 90, "iter": 1800, "lr": 0.00871, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.87625, "top5_acc": 0.98875, "loss_cls": 0.61851, "loss": 0.61851, "time": 0.22651} +{"mode": "train", "epoch": 90, "iter": 1900, "lr": 0.0087, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.89, "top5_acc": 0.9875, "loss_cls": 0.57286, "loss": 0.57286, "time": 0.22541} +{"mode": "train", "epoch": 90, "iter": 2000, "lr": 0.00869, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.875, "top5_acc": 0.9825, "loss_cls": 0.65591, "loss": 0.65591, "time": 0.22503} +{"mode": "train", "epoch": 90, "iter": 2100, "lr": 0.00868, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.875, "top5_acc": 0.98688, "loss_cls": 0.63703, "loss": 0.63703, "time": 0.22463} +{"mode": "train", "epoch": 90, "iter": 2200, "lr": 0.00867, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.87938, "top5_acc": 0.98938, "loss_cls": 0.59778, "loss": 0.59778, "time": 0.22642} +{"mode": "train", "epoch": 90, "iter": 2300, "lr": 0.00866, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87812, "top5_acc": 0.98375, "loss_cls": 0.64094, "loss": 0.64094, "time": 0.22599} +{"mode": "train", "epoch": 90, "iter": 2400, "lr": 0.00865, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8575, "top5_acc": 0.98438, "loss_cls": 0.68259, "loss": 0.68259, "time": 0.22684} +{"mode": "train", "epoch": 90, "iter": 2500, "lr": 0.00864, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89375, "top5_acc": 0.99, "loss_cls": 0.57152, "loss": 0.57152, "time": 0.22608} +{"mode": "val", "epoch": 90, "iter": 1031, "lr": 0.00864, "top1_acc": 0.80378, "top5_acc": 0.96324} +{"mode": "train", "epoch": 91, "iter": 100, "lr": 0.00863, "memory": 6499, "data_time": 0.19196, "top1_acc": 0.91062, "top5_acc": 0.99375, "loss_cls": 0.46812, "loss": 0.46812, "time": 0.4184} +{"mode": "train", "epoch": 91, "iter": 200, "lr": 0.00862, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91438, "top5_acc": 0.99125, "loss_cls": 0.45762, "loss": 0.45762, "time": 0.22615} +{"mode": "train", "epoch": 91, "iter": 300, "lr": 0.00861, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90375, "top5_acc": 0.9925, "loss_cls": 0.51364, "loss": 0.51364, "time": 0.22518} +{"mode": "train", "epoch": 91, "iter": 400, "lr": 0.0086, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.91438, "top5_acc": 0.99188, "loss_cls": 0.49984, "loss": 0.49984, "time": 0.22599} +{"mode": "train", "epoch": 91, "iter": 500, "lr": 0.00859, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.9025, "top5_acc": 0.9925, "loss_cls": 0.53898, "loss": 0.53898, "time": 0.22729} +{"mode": "train", "epoch": 91, "iter": 600, "lr": 0.00858, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88812, "top5_acc": 0.99, "loss_cls": 0.55817, "loss": 0.55817, "time": 0.22531} +{"mode": "train", "epoch": 91, "iter": 700, "lr": 0.00857, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.89812, "top5_acc": 0.98875, "loss_cls": 0.55582, "loss": 0.55582, "time": 0.22651} +{"mode": "train", "epoch": 91, "iter": 800, "lr": 0.00856, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.9, "top5_acc": 0.99312, "loss_cls": 0.52118, "loss": 0.52118, "time": 0.22606} +{"mode": "train", "epoch": 91, "iter": 900, "lr": 0.00855, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.89062, "top5_acc": 0.98688, "loss_cls": 0.55572, "loss": 0.55572, "time": 0.22587} +{"mode": "train", "epoch": 91, "iter": 1000, "lr": 0.00854, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89188, "top5_acc": 0.98625, "loss_cls": 0.55182, "loss": 0.55182, "time": 0.22546} +{"mode": "train", "epoch": 91, "iter": 1100, "lr": 0.00853, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.90312, "top5_acc": 0.99312, "loss_cls": 0.54575, "loss": 0.54575, "time": 0.22702} +{"mode": "train", "epoch": 91, "iter": 1200, "lr": 0.00852, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89812, "top5_acc": 0.98625, "loss_cls": 0.56067, "loss": 0.56067, "time": 0.22511} +{"mode": "train", "epoch": 91, "iter": 1300, "lr": 0.00851, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8975, "top5_acc": 0.99062, "loss_cls": 0.55904, "loss": 0.55904, "time": 0.22492} +{"mode": "train", "epoch": 91, "iter": 1400, "lr": 0.0085, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88812, "top5_acc": 0.98438, "loss_cls": 0.61004, "loss": 0.61004, "time": 0.2256} +{"mode": "train", "epoch": 91, "iter": 1500, "lr": 0.00849, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88438, "top5_acc": 0.99125, "loss_cls": 0.57137, "loss": 0.57137, "time": 0.22615} +{"mode": "train", "epoch": 91, "iter": 1600, "lr": 0.00848, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88062, "top5_acc": 0.99, "loss_cls": 0.59673, "loss": 0.59673, "time": 0.22703} +{"mode": "train", "epoch": 91, "iter": 1700, "lr": 0.00847, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.86938, "top5_acc": 0.98625, "loss_cls": 0.64054, "loss": 0.64054, "time": 0.22702} +{"mode": "train", "epoch": 91, "iter": 1800, "lr": 0.00846, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88625, "top5_acc": 0.98125, "loss_cls": 0.63023, "loss": 0.63023, "time": 0.22729} +{"mode": "train", "epoch": 91, "iter": 1900, "lr": 0.00845, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88438, "top5_acc": 0.99, "loss_cls": 0.6024, "loss": 0.6024, "time": 0.22638} +{"mode": "train", "epoch": 91, "iter": 2000, "lr": 0.00844, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.88, "top5_acc": 0.98375, "loss_cls": 0.65421, "loss": 0.65421, "time": 0.22508} +{"mode": "train", "epoch": 91, "iter": 2100, "lr": 0.00843, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.88438, "top5_acc": 0.98375, "loss_cls": 0.61738, "loss": 0.61738, "time": 0.22614} +{"mode": "train", "epoch": 91, "iter": 2200, "lr": 0.00842, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88688, "top5_acc": 0.98812, "loss_cls": 0.56977, "loss": 0.56977, "time": 0.22706} +{"mode": "train", "epoch": 91, "iter": 2300, "lr": 0.00841, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88, "top5_acc": 0.98875, "loss_cls": 0.62463, "loss": 0.62463, "time": 0.22526} +{"mode": "train", "epoch": 91, "iter": 2400, "lr": 0.0084, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87875, "top5_acc": 0.98688, "loss_cls": 0.62765, "loss": 0.62765, "time": 0.2261} +{"mode": "train", "epoch": 91, "iter": 2500, "lr": 0.00839, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88125, "top5_acc": 0.985, "loss_cls": 0.61095, "loss": 0.61095, "time": 0.2261} +{"mode": "val", "epoch": 91, "iter": 1031, "lr": 0.00839, "top1_acc": 0.71402, "top5_acc": 0.92952} +{"mode": "train", "epoch": 92, "iter": 100, "lr": 0.00838, "memory": 6499, "data_time": 0.18763, "top1_acc": 0.90125, "top5_acc": 0.99188, "loss_cls": 0.50515, "loss": 0.50515, "time": 0.41369} +{"mode": "train", "epoch": 92, "iter": 200, "lr": 0.00837, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89812, "top5_acc": 0.98812, "loss_cls": 0.56324, "loss": 0.56324, "time": 0.22691} +{"mode": "train", "epoch": 92, "iter": 300, "lr": 0.00836, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.89125, "top5_acc": 0.98875, "loss_cls": 0.56169, "loss": 0.56169, "time": 0.22751} +{"mode": "train", "epoch": 92, "iter": 400, "lr": 0.00835, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90375, "top5_acc": 0.9875, "loss_cls": 0.51599, "loss": 0.51599, "time": 0.22631} +{"mode": "train", "epoch": 92, "iter": 500, "lr": 0.00834, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.90375, "top5_acc": 0.99312, "loss_cls": 0.49672, "loss": 0.49672, "time": 0.22624} +{"mode": "train", "epoch": 92, "iter": 600, "lr": 0.00833, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8975, "top5_acc": 0.99, "loss_cls": 0.54375, "loss": 0.54375, "time": 0.22577} +{"mode": "train", "epoch": 92, "iter": 700, "lr": 0.00832, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89562, "top5_acc": 0.98812, "loss_cls": 0.55417, "loss": 0.55417, "time": 0.22693} +{"mode": "train", "epoch": 92, "iter": 800, "lr": 0.00831, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8875, "top5_acc": 0.98875, "loss_cls": 0.5753, "loss": 0.5753, "time": 0.22564} +{"mode": "train", "epoch": 92, "iter": 900, "lr": 0.0083, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88875, "top5_acc": 0.98375, "loss_cls": 0.6021, "loss": 0.6021, "time": 0.22704} +{"mode": "train", "epoch": 92, "iter": 1000, "lr": 0.00829, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88062, "top5_acc": 0.98812, "loss_cls": 0.61397, "loss": 0.61397, "time": 0.22505} +{"mode": "train", "epoch": 92, "iter": 1100, "lr": 0.00828, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90562, "top5_acc": 0.98875, "loss_cls": 0.50702, "loss": 0.50702, "time": 0.22651} +{"mode": "train", "epoch": 92, "iter": 1200, "lr": 0.00827, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89438, "top5_acc": 0.9875, "loss_cls": 0.56836, "loss": 0.56836, "time": 0.22745} +{"mode": "train", "epoch": 92, "iter": 1300, "lr": 0.00826, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.905, "top5_acc": 0.99312, "loss_cls": 0.52803, "loss": 0.52803, "time": 0.22518} +{"mode": "train", "epoch": 92, "iter": 1400, "lr": 0.00825, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8775, "top5_acc": 0.99, "loss_cls": 0.61654, "loss": 0.61654, "time": 0.22624} +{"mode": "train", "epoch": 92, "iter": 1500, "lr": 0.00824, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.88938, "top5_acc": 0.98812, "loss_cls": 0.63611, "loss": 0.63611, "time": 0.2261} +{"mode": "train", "epoch": 92, "iter": 1600, "lr": 0.00823, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90062, "top5_acc": 0.98688, "loss_cls": 0.54643, "loss": 0.54643, "time": 0.22768} +{"mode": "train", "epoch": 92, "iter": 1700, "lr": 0.00822, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90938, "top5_acc": 0.9925, "loss_cls": 0.51311, "loss": 0.51311, "time": 0.22695} +{"mode": "train", "epoch": 92, "iter": 1800, "lr": 0.00821, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.87938, "top5_acc": 0.98375, "loss_cls": 0.62735, "loss": 0.62735, "time": 0.22655} +{"mode": "train", "epoch": 92, "iter": 1900, "lr": 0.0082, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88625, "top5_acc": 0.99062, "loss_cls": 0.57223, "loss": 0.57223, "time": 0.22654} +{"mode": "train", "epoch": 92, "iter": 2000, "lr": 0.00819, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89188, "top5_acc": 0.98688, "loss_cls": 0.60776, "loss": 0.60776, "time": 0.22607} +{"mode": "train", "epoch": 92, "iter": 2100, "lr": 0.00818, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89688, "top5_acc": 0.98625, "loss_cls": 0.5509, "loss": 0.5509, "time": 0.22564} +{"mode": "train", "epoch": 92, "iter": 2200, "lr": 0.00817, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8725, "top5_acc": 0.98438, "loss_cls": 0.69032, "loss": 0.69032, "time": 0.22567} +{"mode": "train", "epoch": 92, "iter": 2300, "lr": 0.00816, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89625, "top5_acc": 0.98875, "loss_cls": 0.59102, "loss": 0.59102, "time": 0.22575} +{"mode": "train", "epoch": 92, "iter": 2400, "lr": 0.00815, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89188, "top5_acc": 0.99125, "loss_cls": 0.55785, "loss": 0.55785, "time": 0.22656} +{"mode": "train", "epoch": 92, "iter": 2500, "lr": 0.00814, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.87312, "top5_acc": 0.9875, "loss_cls": 0.62563, "loss": 0.62563, "time": 0.22691} +{"mode": "val", "epoch": 92, "iter": 1031, "lr": 0.00814, "top1_acc": 0.83126, "top5_acc": 0.97101} +{"mode": "train", "epoch": 93, "iter": 100, "lr": 0.00813, "memory": 6499, "data_time": 0.1881, "top1_acc": 0.89812, "top5_acc": 0.98875, "loss_cls": 0.52825, "loss": 0.52825, "time": 0.41405} +{"mode": "train", "epoch": 93, "iter": 200, "lr": 0.00812, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89062, "top5_acc": 0.98938, "loss_cls": 0.51862, "loss": 0.51862, "time": 0.22593} +{"mode": "train", "epoch": 93, "iter": 300, "lr": 0.00811, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.90312, "top5_acc": 0.99062, "loss_cls": 0.51329, "loss": 0.51329, "time": 0.22614} +{"mode": "train", "epoch": 93, "iter": 400, "lr": 0.0081, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9125, "top5_acc": 0.98812, "loss_cls": 0.50743, "loss": 0.50743, "time": 0.22585} +{"mode": "train", "epoch": 93, "iter": 500, "lr": 0.00809, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8925, "top5_acc": 0.99312, "loss_cls": 0.53741, "loss": 0.53741, "time": 0.22682} +{"mode": "train", "epoch": 93, "iter": 600, "lr": 0.00808, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.91188, "top5_acc": 0.99062, "loss_cls": 0.4926, "loss": 0.4926, "time": 0.226} +{"mode": "train", "epoch": 93, "iter": 700, "lr": 0.00807, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.89438, "top5_acc": 0.99, "loss_cls": 0.54574, "loss": 0.54574, "time": 0.22674} +{"mode": "train", "epoch": 93, "iter": 800, "lr": 0.00806, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89062, "top5_acc": 0.9925, "loss_cls": 0.56499, "loss": 0.56499, "time": 0.22644} +{"mode": "train", "epoch": 93, "iter": 900, "lr": 0.00805, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9025, "top5_acc": 0.99375, "loss_cls": 0.52407, "loss": 0.52407, "time": 0.22554} +{"mode": "train", "epoch": 93, "iter": 1000, "lr": 0.00805, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89062, "top5_acc": 0.98875, "loss_cls": 0.58081, "loss": 0.58081, "time": 0.226} +{"mode": "train", "epoch": 93, "iter": 1100, "lr": 0.00804, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90625, "top5_acc": 0.99062, "loss_cls": 0.52155, "loss": 0.52155, "time": 0.22657} +{"mode": "train", "epoch": 93, "iter": 1200, "lr": 0.00803, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88875, "top5_acc": 0.98625, "loss_cls": 0.55863, "loss": 0.55863, "time": 0.22624} +{"mode": "train", "epoch": 93, "iter": 1300, "lr": 0.00802, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.885, "top5_acc": 0.98438, "loss_cls": 0.60777, "loss": 0.60777, "time": 0.22724} +{"mode": "train", "epoch": 93, "iter": 1400, "lr": 0.00801, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.89, "top5_acc": 0.99312, "loss_cls": 0.55011, "loss": 0.55011, "time": 0.22654} +{"mode": "train", "epoch": 93, "iter": 1500, "lr": 0.008, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89188, "top5_acc": 0.99375, "loss_cls": 0.54038, "loss": 0.54038, "time": 0.2263} +{"mode": "train", "epoch": 93, "iter": 1600, "lr": 0.00799, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89438, "top5_acc": 0.98625, "loss_cls": 0.60178, "loss": 0.60178, "time": 0.22623} +{"mode": "train", "epoch": 93, "iter": 1700, "lr": 0.00798, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89312, "top5_acc": 0.98938, "loss_cls": 0.55823, "loss": 0.55823, "time": 0.22658} +{"mode": "train", "epoch": 93, "iter": 1800, "lr": 0.00797, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.89312, "top5_acc": 0.98938, "loss_cls": 0.56443, "loss": 0.56443, "time": 0.22692} +{"mode": "train", "epoch": 93, "iter": 1900, "lr": 0.00796, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.905, "top5_acc": 0.98938, "loss_cls": 0.5073, "loss": 0.5073, "time": 0.2262} +{"mode": "train", "epoch": 93, "iter": 2000, "lr": 0.00795, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.89062, "top5_acc": 0.9875, "loss_cls": 0.57269, "loss": 0.57269, "time": 0.22601} +{"mode": "train", "epoch": 93, "iter": 2100, "lr": 0.00794, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87812, "top5_acc": 0.99, "loss_cls": 0.60135, "loss": 0.60135, "time": 0.22672} +{"mode": "train", "epoch": 93, "iter": 2200, "lr": 0.00793, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88688, "top5_acc": 0.9875, "loss_cls": 0.55171, "loss": 0.55171, "time": 0.2259} +{"mode": "train", "epoch": 93, "iter": 2300, "lr": 0.00792, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.8825, "top5_acc": 0.98688, "loss_cls": 0.59934, "loss": 0.59934, "time": 0.22648} +{"mode": "train", "epoch": 93, "iter": 2400, "lr": 0.00791, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.88812, "top5_acc": 0.98688, "loss_cls": 0.60648, "loss": 0.60648, "time": 0.22669} +{"mode": "train", "epoch": 93, "iter": 2500, "lr": 0.0079, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.88, "top5_acc": 0.98688, "loss_cls": 0.62465, "loss": 0.62465, "time": 0.22729} +{"mode": "val", "epoch": 93, "iter": 1031, "lr": 0.0079, "top1_acc": 0.81282, "top5_acc": 0.9664} +{"mode": "train", "epoch": 94, "iter": 100, "lr": 0.00789, "memory": 6499, "data_time": 0.19135, "top1_acc": 0.89438, "top5_acc": 0.99062, "loss_cls": 0.54895, "loss": 0.54895, "time": 0.41763} +{"mode": "train", "epoch": 94, "iter": 200, "lr": 0.00788, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90875, "top5_acc": 0.9925, "loss_cls": 0.50465, "loss": 0.50465, "time": 0.22518} +{"mode": "train", "epoch": 94, "iter": 300, "lr": 0.00787, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89812, "top5_acc": 0.99438, "loss_cls": 0.52143, "loss": 0.52143, "time": 0.2259} +{"mode": "train", "epoch": 94, "iter": 400, "lr": 0.00786, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89875, "top5_acc": 0.99312, "loss_cls": 0.55283, "loss": 0.55283, "time": 0.22516} +{"mode": "train", "epoch": 94, "iter": 500, "lr": 0.00785, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91438, "top5_acc": 0.9925, "loss_cls": 0.4552, "loss": 0.4552, "time": 0.22693} +{"mode": "train", "epoch": 94, "iter": 600, "lr": 0.00784, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89312, "top5_acc": 0.99125, "loss_cls": 0.51431, "loss": 0.51431, "time": 0.22602} +{"mode": "train", "epoch": 94, "iter": 700, "lr": 0.00783, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.905, "top5_acc": 0.99062, "loss_cls": 0.50043, "loss": 0.50043, "time": 0.22647} +{"mode": "train", "epoch": 94, "iter": 800, "lr": 0.00782, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89312, "top5_acc": 0.98938, "loss_cls": 0.54712, "loss": 0.54712, "time": 0.22637} +{"mode": "train", "epoch": 94, "iter": 900, "lr": 0.00781, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.905, "top5_acc": 0.99188, "loss_cls": 0.52857, "loss": 0.52857, "time": 0.2263} +{"mode": "train", "epoch": 94, "iter": 1000, "lr": 0.0078, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90562, "top5_acc": 0.9925, "loss_cls": 0.50589, "loss": 0.50589, "time": 0.22668} +{"mode": "train", "epoch": 94, "iter": 1100, "lr": 0.00779, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90125, "top5_acc": 0.99188, "loss_cls": 0.51513, "loss": 0.51513, "time": 0.22718} +{"mode": "train", "epoch": 94, "iter": 1200, "lr": 0.00778, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89062, "top5_acc": 0.98875, "loss_cls": 0.55477, "loss": 0.55477, "time": 0.2272} +{"mode": "train", "epoch": 94, "iter": 1300, "lr": 0.00777, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.88438, "top5_acc": 0.98625, "loss_cls": 0.58205, "loss": 0.58205, "time": 0.2251} +{"mode": "train", "epoch": 94, "iter": 1400, "lr": 0.00776, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.88062, "top5_acc": 0.99125, "loss_cls": 0.57209, "loss": 0.57209, "time": 0.22687} +{"mode": "train", "epoch": 94, "iter": 1500, "lr": 0.00775, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9025, "top5_acc": 0.99125, "loss_cls": 0.51232, "loss": 0.51232, "time": 0.22507} +{"mode": "train", "epoch": 94, "iter": 1600, "lr": 0.00774, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.9025, "top5_acc": 0.99062, "loss_cls": 0.51619, "loss": 0.51619, "time": 0.22712} +{"mode": "train", "epoch": 94, "iter": 1700, "lr": 0.00773, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88, "top5_acc": 0.9875, "loss_cls": 0.59853, "loss": 0.59853, "time": 0.22693} +{"mode": "train", "epoch": 94, "iter": 1800, "lr": 0.00772, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.90312, "top5_acc": 0.9825, "loss_cls": 0.52742, "loss": 0.52742, "time": 0.22585} +{"mode": "train", "epoch": 94, "iter": 1900, "lr": 0.00771, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.875, "top5_acc": 0.9875, "loss_cls": 0.61339, "loss": 0.61339, "time": 0.22537} +{"mode": "train", "epoch": 94, "iter": 2000, "lr": 0.0077, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.88375, "top5_acc": 0.98688, "loss_cls": 0.5947, "loss": 0.5947, "time": 0.22558} +{"mode": "train", "epoch": 94, "iter": 2100, "lr": 0.0077, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.87625, "top5_acc": 0.98438, "loss_cls": 0.6396, "loss": 0.6396, "time": 0.22502} +{"mode": "train", "epoch": 94, "iter": 2200, "lr": 0.00769, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.89125, "top5_acc": 0.99188, "loss_cls": 0.54065, "loss": 0.54065, "time": 0.2254} +{"mode": "train", "epoch": 94, "iter": 2300, "lr": 0.00768, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.895, "top5_acc": 0.98562, "loss_cls": 0.55399, "loss": 0.55399, "time": 0.22557} +{"mode": "train", "epoch": 94, "iter": 2400, "lr": 0.00767, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.89438, "top5_acc": 0.99188, "loss_cls": 0.55128, "loss": 0.55128, "time": 0.22707} +{"mode": "train", "epoch": 94, "iter": 2500, "lr": 0.00766, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.885, "top5_acc": 0.98875, "loss_cls": 0.59495, "loss": 0.59495, "time": 0.2272} +{"mode": "val", "epoch": 94, "iter": 1031, "lr": 0.00766, "top1_acc": 0.81288, "top5_acc": 0.9664} +{"mode": "train", "epoch": 95, "iter": 100, "lr": 0.00765, "memory": 6499, "data_time": 0.18941, "top1_acc": 0.89438, "top5_acc": 0.99188, "loss_cls": 0.55861, "loss": 0.55861, "time": 0.41479} +{"mode": "train", "epoch": 95, "iter": 200, "lr": 0.00764, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91188, "top5_acc": 0.995, "loss_cls": 0.46993, "loss": 0.46993, "time": 0.22578} +{"mode": "train", "epoch": 95, "iter": 300, "lr": 0.00763, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9025, "top5_acc": 0.98938, "loss_cls": 0.51695, "loss": 0.51695, "time": 0.22606} +{"mode": "train", "epoch": 95, "iter": 400, "lr": 0.00762, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.90938, "top5_acc": 0.99125, "loss_cls": 0.48818, "loss": 0.48818, "time": 0.22562} +{"mode": "train", "epoch": 95, "iter": 500, "lr": 0.00761, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8925, "top5_acc": 0.98688, "loss_cls": 0.54877, "loss": 0.54877, "time": 0.22605} +{"mode": "train", "epoch": 95, "iter": 600, "lr": 0.0076, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9075, "top5_acc": 0.99062, "loss_cls": 0.48828, "loss": 0.48828, "time": 0.22635} +{"mode": "train", "epoch": 95, "iter": 700, "lr": 0.00759, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89125, "top5_acc": 0.99062, "loss_cls": 0.56402, "loss": 0.56402, "time": 0.22661} +{"mode": "train", "epoch": 95, "iter": 800, "lr": 0.00758, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.91125, "top5_acc": 0.99375, "loss_cls": 0.46443, "loss": 0.46443, "time": 0.22607} +{"mode": "train", "epoch": 95, "iter": 900, "lr": 0.00757, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.8975, "top5_acc": 0.995, "loss_cls": 0.50954, "loss": 0.50954, "time": 0.22781} +{"mode": "train", "epoch": 95, "iter": 1000, "lr": 0.00756, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.87938, "top5_acc": 0.98938, "loss_cls": 0.57959, "loss": 0.57959, "time": 0.22683} +{"mode": "train", "epoch": 95, "iter": 1100, "lr": 0.00755, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89062, "top5_acc": 0.9925, "loss_cls": 0.52004, "loss": 0.52004, "time": 0.22652} +{"mode": "train", "epoch": 95, "iter": 1200, "lr": 0.00754, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90062, "top5_acc": 0.9875, "loss_cls": 0.51808, "loss": 0.51808, "time": 0.22584} +{"mode": "train", "epoch": 95, "iter": 1300, "lr": 0.00753, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89312, "top5_acc": 0.99062, "loss_cls": 0.542, "loss": 0.542, "time": 0.22765} +{"mode": "train", "epoch": 95, "iter": 1400, "lr": 0.00752, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.88938, "top5_acc": 0.98625, "loss_cls": 0.58858, "loss": 0.58858, "time": 0.22727} +{"mode": "train", "epoch": 95, "iter": 1500, "lr": 0.00751, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.89812, "top5_acc": 0.99, "loss_cls": 0.52647, "loss": 0.52647, "time": 0.22734} +{"mode": "train", "epoch": 95, "iter": 1600, "lr": 0.0075, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90375, "top5_acc": 0.9925, "loss_cls": 0.48322, "loss": 0.48322, "time": 0.22753} +{"mode": "train", "epoch": 95, "iter": 1700, "lr": 0.00749, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.88438, "top5_acc": 0.9825, "loss_cls": 0.60209, "loss": 0.60209, "time": 0.22676} +{"mode": "train", "epoch": 95, "iter": 1800, "lr": 0.00748, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89875, "top5_acc": 0.99062, "loss_cls": 0.53454, "loss": 0.53454, "time": 0.22567} +{"mode": "train", "epoch": 95, "iter": 1900, "lr": 0.00747, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.88125, "top5_acc": 0.9875, "loss_cls": 0.60988, "loss": 0.60988, "time": 0.22635} +{"mode": "train", "epoch": 95, "iter": 2000, "lr": 0.00746, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.90188, "top5_acc": 0.99188, "loss_cls": 0.52791, "loss": 0.52791, "time": 0.22723} +{"mode": "train", "epoch": 95, "iter": 2100, "lr": 0.00745, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88, "top5_acc": 0.99062, "loss_cls": 0.62797, "loss": 0.62797, "time": 0.2256} +{"mode": "train", "epoch": 95, "iter": 2200, "lr": 0.00745, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89375, "top5_acc": 0.98875, "loss_cls": 0.54581, "loss": 0.54581, "time": 0.22506} +{"mode": "train", "epoch": 95, "iter": 2300, "lr": 0.00744, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.8975, "top5_acc": 0.99, "loss_cls": 0.55199, "loss": 0.55199, "time": 0.22621} +{"mode": "train", "epoch": 95, "iter": 2400, "lr": 0.00743, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.895, "top5_acc": 0.98438, "loss_cls": 0.55132, "loss": 0.55132, "time": 0.22588} +{"mode": "train", "epoch": 95, "iter": 2500, "lr": 0.00742, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88, "top5_acc": 0.99125, "loss_cls": 0.59243, "loss": 0.59243, "time": 0.22733} +{"mode": "val", "epoch": 95, "iter": 1031, "lr": 0.00742, "top1_acc": 0.80512, "top5_acc": 0.96148} +{"mode": "train", "epoch": 96, "iter": 100, "lr": 0.00741, "memory": 6499, "data_time": 0.18634, "top1_acc": 0.91688, "top5_acc": 0.99062, "loss_cls": 0.46214, "loss": 0.46214, "time": 0.41224} +{"mode": "train", "epoch": 96, "iter": 200, "lr": 0.0074, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91625, "top5_acc": 0.99062, "loss_cls": 0.46146, "loss": 0.46146, "time": 0.22605} +{"mode": "train", "epoch": 96, "iter": 300, "lr": 0.00739, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92438, "top5_acc": 0.99375, "loss_cls": 0.4168, "loss": 0.4168, "time": 0.22682} +{"mode": "train", "epoch": 96, "iter": 400, "lr": 0.00738, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91062, "top5_acc": 0.99188, "loss_cls": 0.48525, "loss": 0.48525, "time": 0.22617} +{"mode": "train", "epoch": 96, "iter": 500, "lr": 0.00737, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.905, "top5_acc": 0.98938, "loss_cls": 0.51615, "loss": 0.51615, "time": 0.22745} +{"mode": "train", "epoch": 96, "iter": 600, "lr": 0.00736, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.91125, "top5_acc": 0.99188, "loss_cls": 0.48636, "loss": 0.48636, "time": 0.22567} +{"mode": "train", "epoch": 96, "iter": 700, "lr": 0.00735, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.895, "top5_acc": 0.9925, "loss_cls": 0.49307, "loss": 0.49307, "time": 0.22632} +{"mode": "train", "epoch": 96, "iter": 800, "lr": 0.00734, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89438, "top5_acc": 0.98812, "loss_cls": 0.55359, "loss": 0.55359, "time": 0.22605} +{"mode": "train", "epoch": 96, "iter": 900, "lr": 0.00733, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.88812, "top5_acc": 0.99188, "loss_cls": 0.56009, "loss": 0.56009, "time": 0.22708} +{"mode": "train", "epoch": 96, "iter": 1000, "lr": 0.00732, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89812, "top5_acc": 0.99, "loss_cls": 0.52866, "loss": 0.52866, "time": 0.22577} +{"mode": "train", "epoch": 96, "iter": 1100, "lr": 0.00731, "memory": 6499, "data_time": 0.00043, "top1_acc": 0.90062, "top5_acc": 0.99062, "loss_cls": 0.48805, "loss": 0.48805, "time": 0.22717} +{"mode": "train", "epoch": 96, "iter": 1200, "lr": 0.0073, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88875, "top5_acc": 0.98438, "loss_cls": 0.57028, "loss": 0.57028, "time": 0.22652} +{"mode": "train", "epoch": 96, "iter": 1300, "lr": 0.00729, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9, "top5_acc": 0.99188, "loss_cls": 0.54457, "loss": 0.54457, "time": 0.22672} +{"mode": "train", "epoch": 96, "iter": 1400, "lr": 0.00728, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89312, "top5_acc": 0.98938, "loss_cls": 0.55099, "loss": 0.55099, "time": 0.22662} +{"mode": "train", "epoch": 96, "iter": 1500, "lr": 0.00727, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90625, "top5_acc": 0.99312, "loss_cls": 0.5143, "loss": 0.5143, "time": 0.22652} +{"mode": "train", "epoch": 96, "iter": 1600, "lr": 0.00726, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.91375, "top5_acc": 0.99188, "loss_cls": 0.47188, "loss": 0.47188, "time": 0.2276} +{"mode": "train", "epoch": 96, "iter": 1700, "lr": 0.00725, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89125, "top5_acc": 0.99312, "loss_cls": 0.54641, "loss": 0.54641, "time": 0.22644} +{"mode": "train", "epoch": 96, "iter": 1800, "lr": 0.00724, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88188, "top5_acc": 0.99062, "loss_cls": 0.57748, "loss": 0.57748, "time": 0.22652} +{"mode": "train", "epoch": 96, "iter": 1900, "lr": 0.00724, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.88812, "top5_acc": 0.98438, "loss_cls": 0.56144, "loss": 0.56144, "time": 0.22588} +{"mode": "train", "epoch": 96, "iter": 2000, "lr": 0.00723, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.89812, "top5_acc": 0.985, "loss_cls": 0.53738, "loss": 0.53738, "time": 0.22605} +{"mode": "train", "epoch": 96, "iter": 2100, "lr": 0.00722, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90875, "top5_acc": 0.99062, "loss_cls": 0.49768, "loss": 0.49768, "time": 0.22611} +{"mode": "train", "epoch": 96, "iter": 2200, "lr": 0.00721, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89312, "top5_acc": 0.98812, "loss_cls": 0.54343, "loss": 0.54343, "time": 0.22621} +{"mode": "train", "epoch": 96, "iter": 2300, "lr": 0.0072, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.885, "top5_acc": 0.98875, "loss_cls": 0.59714, "loss": 0.59714, "time": 0.22599} +{"mode": "train", "epoch": 96, "iter": 2400, "lr": 0.00719, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89, "top5_acc": 0.99188, "loss_cls": 0.53854, "loss": 0.53854, "time": 0.22702} +{"mode": "train", "epoch": 96, "iter": 2500, "lr": 0.00718, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8875, "top5_acc": 0.9875, "loss_cls": 0.60481, "loss": 0.60481, "time": 0.22523} +{"mode": "val", "epoch": 96, "iter": 1031, "lr": 0.00718, "top1_acc": 0.81858, "top5_acc": 0.96998} +{"mode": "train", "epoch": 97, "iter": 100, "lr": 0.00717, "memory": 6499, "data_time": 0.18501, "top1_acc": 0.91188, "top5_acc": 0.99312, "loss_cls": 0.46344, "loss": 0.46344, "time": 0.41162} +{"mode": "train", "epoch": 97, "iter": 200, "lr": 0.00716, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.9075, "top5_acc": 0.99188, "loss_cls": 0.51576, "loss": 0.51576, "time": 0.22631} +{"mode": "train", "epoch": 97, "iter": 300, "lr": 0.00715, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9025, "top5_acc": 0.99062, "loss_cls": 0.49141, "loss": 0.49141, "time": 0.22589} +{"mode": "train", "epoch": 97, "iter": 400, "lr": 0.00714, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.91875, "top5_acc": 0.99062, "loss_cls": 0.42309, "loss": 0.42309, "time": 0.22636} +{"mode": "train", "epoch": 97, "iter": 500, "lr": 0.00713, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90625, "top5_acc": 0.99312, "loss_cls": 0.47025, "loss": 0.47025, "time": 0.22644} +{"mode": "train", "epoch": 97, "iter": 600, "lr": 0.00712, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9125, "top5_acc": 0.99188, "loss_cls": 0.46026, "loss": 0.46026, "time": 0.22795} +{"mode": "train", "epoch": 97, "iter": 700, "lr": 0.00711, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9175, "top5_acc": 0.99125, "loss_cls": 0.46973, "loss": 0.46973, "time": 0.22713} +{"mode": "train", "epoch": 97, "iter": 800, "lr": 0.0071, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90438, "top5_acc": 0.98875, "loss_cls": 0.48475, "loss": 0.48475, "time": 0.22676} +{"mode": "train", "epoch": 97, "iter": 900, "lr": 0.00709, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.89625, "top5_acc": 0.98688, "loss_cls": 0.55574, "loss": 0.55574, "time": 0.22621} +{"mode": "train", "epoch": 97, "iter": 1000, "lr": 0.00708, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9, "top5_acc": 0.98812, "loss_cls": 0.52954, "loss": 0.52954, "time": 0.22808} +{"mode": "train", "epoch": 97, "iter": 1100, "lr": 0.00707, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.8975, "top5_acc": 0.99188, "loss_cls": 0.5358, "loss": 0.5358, "time": 0.22793} +{"mode": "train", "epoch": 97, "iter": 1200, "lr": 0.00706, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90562, "top5_acc": 0.99062, "loss_cls": 0.47796, "loss": 0.47796, "time": 0.22646} +{"mode": "train", "epoch": 97, "iter": 1300, "lr": 0.00706, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91188, "top5_acc": 0.99562, "loss_cls": 0.48954, "loss": 0.48954, "time": 0.22651} +{"mode": "train", "epoch": 97, "iter": 1400, "lr": 0.00705, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89688, "top5_acc": 0.9925, "loss_cls": 0.49512, "loss": 0.49512, "time": 0.22684} +{"mode": "train", "epoch": 97, "iter": 1500, "lr": 0.00704, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.90312, "top5_acc": 0.995, "loss_cls": 0.48752, "loss": 0.48752, "time": 0.22642} +{"mode": "train", "epoch": 97, "iter": 1600, "lr": 0.00703, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.91062, "top5_acc": 0.98312, "loss_cls": 0.49735, "loss": 0.49735, "time": 0.2267} +{"mode": "train", "epoch": 97, "iter": 1700, "lr": 0.00702, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.88562, "top5_acc": 0.98875, "loss_cls": 0.57831, "loss": 0.57831, "time": 0.22778} +{"mode": "train", "epoch": 97, "iter": 1800, "lr": 0.00701, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89312, "top5_acc": 0.99375, "loss_cls": 0.51491, "loss": 0.51491, "time": 0.22664} +{"mode": "train", "epoch": 97, "iter": 1900, "lr": 0.007, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.91, "top5_acc": 0.99125, "loss_cls": 0.49308, "loss": 0.49308, "time": 0.22679} +{"mode": "train", "epoch": 97, "iter": 2000, "lr": 0.00699, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90188, "top5_acc": 0.98625, "loss_cls": 0.52033, "loss": 0.52033, "time": 0.2264} +{"mode": "train", "epoch": 97, "iter": 2100, "lr": 0.00698, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90625, "top5_acc": 0.98875, "loss_cls": 0.50851, "loss": 0.50851, "time": 0.22599} +{"mode": "train", "epoch": 97, "iter": 2200, "lr": 0.00697, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90312, "top5_acc": 0.99, "loss_cls": 0.49891, "loss": 0.49891, "time": 0.22498} +{"mode": "train", "epoch": 97, "iter": 2300, "lr": 0.00696, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90875, "top5_acc": 0.99, "loss_cls": 0.52209, "loss": 0.52209, "time": 0.22556} +{"mode": "train", "epoch": 97, "iter": 2400, "lr": 0.00695, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90688, "top5_acc": 0.99188, "loss_cls": 0.50108, "loss": 0.50108, "time": 0.22629} +{"mode": "train", "epoch": 97, "iter": 2500, "lr": 0.00694, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90062, "top5_acc": 0.98875, "loss_cls": 0.50822, "loss": 0.50822, "time": 0.22612} +{"mode": "val", "epoch": 97, "iter": 1031, "lr": 0.00694, "top1_acc": 0.83636, "top5_acc": 0.97343} +{"mode": "train", "epoch": 98, "iter": 100, "lr": 0.00693, "memory": 6499, "data_time": 0.19038, "top1_acc": 0.91062, "top5_acc": 0.99, "loss_cls": 0.48652, "loss": 0.48652, "time": 0.41595} +{"mode": "train", "epoch": 98, "iter": 200, "lr": 0.00692, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.90062, "top5_acc": 0.99062, "loss_cls": 0.49393, "loss": 0.49393, "time": 0.22591} +{"mode": "train", "epoch": 98, "iter": 300, "lr": 0.00691, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.91562, "top5_acc": 0.99062, "loss_cls": 0.44622, "loss": 0.44622, "time": 0.22643} +{"mode": "train", "epoch": 98, "iter": 400, "lr": 0.0069, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.91188, "top5_acc": 0.98938, "loss_cls": 0.44396, "loss": 0.44396, "time": 0.22618} +{"mode": "train", "epoch": 98, "iter": 500, "lr": 0.0069, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.90688, "top5_acc": 0.99125, "loss_cls": 0.45926, "loss": 0.45926, "time": 0.22564} +{"mode": "train", "epoch": 98, "iter": 600, "lr": 0.00689, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90562, "top5_acc": 0.98625, "loss_cls": 0.52408, "loss": 0.52408, "time": 0.22628} +{"mode": "train", "epoch": 98, "iter": 700, "lr": 0.00688, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92438, "top5_acc": 0.99438, "loss_cls": 0.4288, "loss": 0.4288, "time": 0.22653} +{"mode": "train", "epoch": 98, "iter": 800, "lr": 0.00687, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9025, "top5_acc": 0.99062, "loss_cls": 0.5039, "loss": 0.5039, "time": 0.2263} +{"mode": "train", "epoch": 98, "iter": 900, "lr": 0.00686, "memory": 6499, "data_time": 0.00048, "top1_acc": 0.90188, "top5_acc": 0.99062, "loss_cls": 0.49761, "loss": 0.49761, "time": 0.22644} +{"mode": "train", "epoch": 98, "iter": 1000, "lr": 0.00685, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.8875, "top5_acc": 0.98812, "loss_cls": 0.55771, "loss": 0.55771, "time": 0.22723} +{"mode": "train", "epoch": 98, "iter": 1100, "lr": 0.00684, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90688, "top5_acc": 0.99, "loss_cls": 0.49596, "loss": 0.49596, "time": 0.22692} +{"mode": "train", "epoch": 98, "iter": 1200, "lr": 0.00683, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9, "top5_acc": 0.99438, "loss_cls": 0.50739, "loss": 0.50739, "time": 0.2267} +{"mode": "train", "epoch": 98, "iter": 1300, "lr": 0.00682, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.89562, "top5_acc": 0.99188, "loss_cls": 0.53519, "loss": 0.53519, "time": 0.22656} +{"mode": "train", "epoch": 98, "iter": 1400, "lr": 0.00681, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90125, "top5_acc": 0.99438, "loss_cls": 0.51087, "loss": 0.51087, "time": 0.22594} +{"mode": "train", "epoch": 98, "iter": 1500, "lr": 0.0068, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9075, "top5_acc": 0.9925, "loss_cls": 0.46851, "loss": 0.46851, "time": 0.2254} +{"mode": "train", "epoch": 98, "iter": 1600, "lr": 0.00679, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91062, "top5_acc": 0.99062, "loss_cls": 0.47278, "loss": 0.47278, "time": 0.22572} +{"mode": "train", "epoch": 98, "iter": 1700, "lr": 0.00678, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88062, "top5_acc": 0.99062, "loss_cls": 0.57783, "loss": 0.57783, "time": 0.22619} +{"mode": "train", "epoch": 98, "iter": 1800, "lr": 0.00677, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90938, "top5_acc": 0.9875, "loss_cls": 0.49035, "loss": 0.49035, "time": 0.22511} +{"mode": "train", "epoch": 98, "iter": 1900, "lr": 0.00677, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.89438, "top5_acc": 0.99, "loss_cls": 0.56023, "loss": 0.56023, "time": 0.22695} +{"mode": "train", "epoch": 98, "iter": 2000, "lr": 0.00676, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90875, "top5_acc": 0.9925, "loss_cls": 0.46148, "loss": 0.46148, "time": 0.22543} +{"mode": "train", "epoch": 98, "iter": 2100, "lr": 0.00675, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8975, "top5_acc": 0.99, "loss_cls": 0.52592, "loss": 0.52592, "time": 0.2256} +{"mode": "train", "epoch": 98, "iter": 2200, "lr": 0.00674, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.90312, "top5_acc": 0.99188, "loss_cls": 0.52565, "loss": 0.52565, "time": 0.22708} +{"mode": "train", "epoch": 98, "iter": 2300, "lr": 0.00673, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91312, "top5_acc": 0.995, "loss_cls": 0.44513, "loss": 0.44513, "time": 0.22685} +{"mode": "train", "epoch": 98, "iter": 2400, "lr": 0.00672, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90625, "top5_acc": 0.98938, "loss_cls": 0.47512, "loss": 0.47512, "time": 0.22685} +{"mode": "train", "epoch": 98, "iter": 2500, "lr": 0.00671, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90375, "top5_acc": 0.98875, "loss_cls": 0.50426, "loss": 0.50426, "time": 0.2263} +{"mode": "val", "epoch": 98, "iter": 1031, "lr": 0.00671, "top1_acc": 0.83399, "top5_acc": 0.97556} +{"mode": "train", "epoch": 99, "iter": 100, "lr": 0.0067, "memory": 6499, "data_time": 0.18472, "top1_acc": 0.9125, "top5_acc": 0.99125, "loss_cls": 0.46899, "loss": 0.46899, "time": 0.41026} +{"mode": "train", "epoch": 99, "iter": 200, "lr": 0.00669, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90062, "top5_acc": 0.99312, "loss_cls": 0.49876, "loss": 0.49876, "time": 0.22567} +{"mode": "train", "epoch": 99, "iter": 300, "lr": 0.00668, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90938, "top5_acc": 0.98812, "loss_cls": 0.50642, "loss": 0.50642, "time": 0.22524} +{"mode": "train", "epoch": 99, "iter": 400, "lr": 0.00667, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9075, "top5_acc": 0.98875, "loss_cls": 0.46741, "loss": 0.46741, "time": 0.22579} +{"mode": "train", "epoch": 99, "iter": 500, "lr": 0.00666, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91438, "top5_acc": 0.99062, "loss_cls": 0.45504, "loss": 0.45504, "time": 0.22609} +{"mode": "train", "epoch": 99, "iter": 600, "lr": 0.00665, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91188, "top5_acc": 0.99188, "loss_cls": 0.46856, "loss": 0.46856, "time": 0.22543} +{"mode": "train", "epoch": 99, "iter": 700, "lr": 0.00664, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.915, "top5_acc": 0.9925, "loss_cls": 0.42759, "loss": 0.42759, "time": 0.22614} +{"mode": "train", "epoch": 99, "iter": 800, "lr": 0.00663, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.91875, "top5_acc": 0.99062, "loss_cls": 0.49139, "loss": 0.49139, "time": 0.2259} +{"mode": "train", "epoch": 99, "iter": 900, "lr": 0.00663, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.905, "top5_acc": 0.98812, "loss_cls": 0.48737, "loss": 0.48737, "time": 0.22656} +{"mode": "train", "epoch": 99, "iter": 1000, "lr": 0.00662, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91188, "top5_acc": 0.99312, "loss_cls": 0.45371, "loss": 0.45371, "time": 0.22668} +{"mode": "train", "epoch": 99, "iter": 1100, "lr": 0.00661, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91562, "top5_acc": 0.99312, "loss_cls": 0.43692, "loss": 0.43692, "time": 0.22538} +{"mode": "train", "epoch": 99, "iter": 1200, "lr": 0.0066, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90688, "top5_acc": 0.99062, "loss_cls": 0.49767, "loss": 0.49767, "time": 0.22628} +{"mode": "train", "epoch": 99, "iter": 1300, "lr": 0.00659, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91688, "top5_acc": 0.98875, "loss_cls": 0.48071, "loss": 0.48071, "time": 0.22633} +{"mode": "train", "epoch": 99, "iter": 1400, "lr": 0.00658, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90375, "top5_acc": 0.98875, "loss_cls": 0.49151, "loss": 0.49151, "time": 0.22584} +{"mode": "train", "epoch": 99, "iter": 1500, "lr": 0.00657, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90312, "top5_acc": 0.99188, "loss_cls": 0.48711, "loss": 0.48711, "time": 0.22641} +{"mode": "train", "epoch": 99, "iter": 1600, "lr": 0.00656, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.9125, "top5_acc": 0.9925, "loss_cls": 0.43339, "loss": 0.43339, "time": 0.22725} +{"mode": "train", "epoch": 99, "iter": 1700, "lr": 0.00655, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91, "top5_acc": 0.99312, "loss_cls": 0.46651, "loss": 0.46651, "time": 0.22681} +{"mode": "train", "epoch": 99, "iter": 1800, "lr": 0.00654, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.88938, "top5_acc": 0.99125, "loss_cls": 0.5357, "loss": 0.5357, "time": 0.22739} +{"mode": "train", "epoch": 99, "iter": 1900, "lr": 0.00653, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.89812, "top5_acc": 0.99125, "loss_cls": 0.52466, "loss": 0.52466, "time": 0.22602} +{"mode": "train", "epoch": 99, "iter": 2000, "lr": 0.00652, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89688, "top5_acc": 0.99188, "loss_cls": 0.51953, "loss": 0.51953, "time": 0.2263} +{"mode": "train", "epoch": 99, "iter": 2100, "lr": 0.00652, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90062, "top5_acc": 0.99062, "loss_cls": 0.52866, "loss": 0.52866, "time": 0.22603} +{"mode": "train", "epoch": 99, "iter": 2200, "lr": 0.00651, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90812, "top5_acc": 0.99062, "loss_cls": 0.48002, "loss": 0.48002, "time": 0.22714} +{"mode": "train", "epoch": 99, "iter": 2300, "lr": 0.0065, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.89875, "top5_acc": 0.98812, "loss_cls": 0.52106, "loss": 0.52106, "time": 0.22638} +{"mode": "train", "epoch": 99, "iter": 2400, "lr": 0.00649, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.91188, "top5_acc": 0.99188, "loss_cls": 0.46848, "loss": 0.46848, "time": 0.22781} +{"mode": "train", "epoch": 99, "iter": 2500, "lr": 0.00648, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91188, "top5_acc": 0.99375, "loss_cls": 0.45259, "loss": 0.45259, "time": 0.22644} +{"mode": "val", "epoch": 99, "iter": 1031, "lr": 0.00648, "top1_acc": 0.77594, "top5_acc": 0.9445} +{"mode": "train", "epoch": 100, "iter": 100, "lr": 0.00647, "memory": 6499, "data_time": 0.19153, "top1_acc": 0.92438, "top5_acc": 0.99, "loss_cls": 0.45454, "loss": 0.45454, "time": 0.41671} +{"mode": "train", "epoch": 100, "iter": 200, "lr": 0.00646, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93062, "top5_acc": 0.99188, "loss_cls": 0.38619, "loss": 0.38619, "time": 0.22604} +{"mode": "train", "epoch": 100, "iter": 300, "lr": 0.00645, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91938, "top5_acc": 0.99375, "loss_cls": 0.44043, "loss": 0.44043, "time": 0.22618} +{"mode": "train", "epoch": 100, "iter": 400, "lr": 0.00644, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90562, "top5_acc": 0.99312, "loss_cls": 0.46099, "loss": 0.46099, "time": 0.22692} +{"mode": "train", "epoch": 100, "iter": 500, "lr": 0.00643, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.90688, "top5_acc": 0.99562, "loss_cls": 0.45358, "loss": 0.45358, "time": 0.2265} +{"mode": "train", "epoch": 100, "iter": 600, "lr": 0.00642, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.915, "top5_acc": 0.99062, "loss_cls": 0.46282, "loss": 0.46282, "time": 0.22791} +{"mode": "train", "epoch": 100, "iter": 700, "lr": 0.00641, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90562, "top5_acc": 0.99062, "loss_cls": 0.50556, "loss": 0.50556, "time": 0.22693} +{"mode": "train", "epoch": 100, "iter": 800, "lr": 0.00641, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91688, "top5_acc": 0.9925, "loss_cls": 0.42481, "loss": 0.42481, "time": 0.22618} +{"mode": "train", "epoch": 100, "iter": 900, "lr": 0.0064, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91562, "top5_acc": 0.99125, "loss_cls": 0.47137, "loss": 0.47137, "time": 0.22564} +{"mode": "train", "epoch": 100, "iter": 1000, "lr": 0.00639, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.91, "top5_acc": 0.99375, "loss_cls": 0.45971, "loss": 0.45971, "time": 0.22609} +{"mode": "train", "epoch": 100, "iter": 1100, "lr": 0.00638, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.91688, "top5_acc": 0.9925, "loss_cls": 0.46493, "loss": 0.46493, "time": 0.22595} +{"mode": "train", "epoch": 100, "iter": 1200, "lr": 0.00637, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.90188, "top5_acc": 0.99312, "loss_cls": 0.48109, "loss": 0.48109, "time": 0.22681} +{"mode": "train", "epoch": 100, "iter": 1300, "lr": 0.00636, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9225, "top5_acc": 0.99375, "loss_cls": 0.42563, "loss": 0.42563, "time": 0.22624} +{"mode": "train", "epoch": 100, "iter": 1400, "lr": 0.00635, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.905, "top5_acc": 0.98938, "loss_cls": 0.51508, "loss": 0.51508, "time": 0.22665} +{"mode": "train", "epoch": 100, "iter": 1500, "lr": 0.00634, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.90312, "top5_acc": 0.99, "loss_cls": 0.50848, "loss": 0.50848, "time": 0.22727} +{"mode": "train", "epoch": 100, "iter": 1600, "lr": 0.00633, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.89812, "top5_acc": 0.99, "loss_cls": 0.53301, "loss": 0.53301, "time": 0.22649} +{"mode": "train", "epoch": 100, "iter": 1700, "lr": 0.00632, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.915, "top5_acc": 0.99062, "loss_cls": 0.46613, "loss": 0.46613, "time": 0.2264} +{"mode": "train", "epoch": 100, "iter": 1800, "lr": 0.00631, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90562, "top5_acc": 0.99438, "loss_cls": 0.47679, "loss": 0.47679, "time": 0.22699} +{"mode": "train", "epoch": 100, "iter": 1900, "lr": 0.0063, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90375, "top5_acc": 0.98938, "loss_cls": 0.51335, "loss": 0.51335, "time": 0.22724} +{"mode": "train", "epoch": 100, "iter": 2000, "lr": 0.0063, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89938, "top5_acc": 0.99188, "loss_cls": 0.49311, "loss": 0.49311, "time": 0.22684} +{"mode": "train", "epoch": 100, "iter": 2100, "lr": 0.00629, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.89438, "top5_acc": 0.98938, "loss_cls": 0.52922, "loss": 0.52922, "time": 0.22625} +{"mode": "train", "epoch": 100, "iter": 2200, "lr": 0.00628, "memory": 6499, "data_time": 0.00037, "top1_acc": 0.905, "top5_acc": 0.98312, "loss_cls": 0.49695, "loss": 0.49695, "time": 0.22659} +{"mode": "train", "epoch": 100, "iter": 2300, "lr": 0.00627, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90938, "top5_acc": 0.99438, "loss_cls": 0.48741, "loss": 0.48741, "time": 0.22614} +{"mode": "train", "epoch": 100, "iter": 2400, "lr": 0.00626, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90062, "top5_acc": 0.99188, "loss_cls": 0.53195, "loss": 0.53195, "time": 0.22498} +{"mode": "train", "epoch": 100, "iter": 2500, "lr": 0.00625, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9125, "top5_acc": 0.98812, "loss_cls": 0.49223, "loss": 0.49223, "time": 0.22642} +{"mode": "val", "epoch": 100, "iter": 1031, "lr": 0.00625, "top1_acc": 0.84382, "top5_acc": 0.97574} +{"mode": "train", "epoch": 101, "iter": 100, "lr": 0.00624, "memory": 6499, "data_time": 0.18434, "top1_acc": 0.93125, "top5_acc": 0.99688, "loss_cls": 0.37875, "loss": 0.37875, "time": 0.41045} +{"mode": "train", "epoch": 101, "iter": 200, "lr": 0.00623, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92688, "top5_acc": 0.99125, "loss_cls": 0.4207, "loss": 0.4207, "time": 0.22553} +{"mode": "train", "epoch": 101, "iter": 300, "lr": 0.00622, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91875, "top5_acc": 0.99375, "loss_cls": 0.42914, "loss": 0.42914, "time": 0.22606} +{"mode": "train", "epoch": 101, "iter": 400, "lr": 0.00621, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91125, "top5_acc": 0.99438, "loss_cls": 0.43726, "loss": 0.43726, "time": 0.22652} +{"mode": "train", "epoch": 101, "iter": 500, "lr": 0.0062, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92188, "top5_acc": 0.99188, "loss_cls": 0.40747, "loss": 0.40747, "time": 0.22664} +{"mode": "train", "epoch": 101, "iter": 600, "lr": 0.0062, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.90812, "top5_acc": 0.98938, "loss_cls": 0.47678, "loss": 0.47678, "time": 0.22713} +{"mode": "train", "epoch": 101, "iter": 700, "lr": 0.00619, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90188, "top5_acc": 0.99188, "loss_cls": 0.46902, "loss": 0.46902, "time": 0.22529} +{"mode": "train", "epoch": 101, "iter": 800, "lr": 0.00618, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91062, "top5_acc": 0.99188, "loss_cls": 0.47415, "loss": 0.47415, "time": 0.22792} +{"mode": "train", "epoch": 101, "iter": 900, "lr": 0.00617, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90188, "top5_acc": 0.99062, "loss_cls": 0.49151, "loss": 0.49151, "time": 0.22589} +{"mode": "train", "epoch": 101, "iter": 1000, "lr": 0.00616, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9075, "top5_acc": 0.99438, "loss_cls": 0.44082, "loss": 0.44082, "time": 0.22588} +{"mode": "train", "epoch": 101, "iter": 1100, "lr": 0.00615, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92, "top5_acc": 0.98875, "loss_cls": 0.4573, "loss": 0.4573, "time": 0.22607} +{"mode": "train", "epoch": 101, "iter": 1200, "lr": 0.00614, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90875, "top5_acc": 0.98938, "loss_cls": 0.50207, "loss": 0.50207, "time": 0.22784} +{"mode": "train", "epoch": 101, "iter": 1300, "lr": 0.00613, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.90938, "top5_acc": 0.99125, "loss_cls": 0.47325, "loss": 0.47325, "time": 0.22645} +{"mode": "train", "epoch": 101, "iter": 1400, "lr": 0.00612, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.91562, "top5_acc": 0.99188, "loss_cls": 0.44606, "loss": 0.44606, "time": 0.2254} +{"mode": "train", "epoch": 101, "iter": 1500, "lr": 0.00611, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92125, "top5_acc": 0.99125, "loss_cls": 0.45345, "loss": 0.45345, "time": 0.22608} +{"mode": "train", "epoch": 101, "iter": 1600, "lr": 0.00611, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.91688, "top5_acc": 0.995, "loss_cls": 0.43116, "loss": 0.43116, "time": 0.22593} +{"mode": "train", "epoch": 101, "iter": 1700, "lr": 0.0061, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.915, "top5_acc": 0.98875, "loss_cls": 0.4708, "loss": 0.4708, "time": 0.22624} +{"mode": "train", "epoch": 101, "iter": 1800, "lr": 0.00609, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90688, "top5_acc": 0.98875, "loss_cls": 0.5019, "loss": 0.5019, "time": 0.22694} +{"mode": "train", "epoch": 101, "iter": 1900, "lr": 0.00608, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.90875, "top5_acc": 0.9925, "loss_cls": 0.4789, "loss": 0.4789, "time": 0.22681} +{"mode": "train", "epoch": 101, "iter": 2000, "lr": 0.00607, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90188, "top5_acc": 0.98812, "loss_cls": 0.5111, "loss": 0.5111, "time": 0.22655} +{"mode": "train", "epoch": 101, "iter": 2100, "lr": 0.00606, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92188, "top5_acc": 0.99188, "loss_cls": 0.43192, "loss": 0.43192, "time": 0.22775} +{"mode": "train", "epoch": 101, "iter": 2200, "lr": 0.00605, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.89812, "top5_acc": 0.99062, "loss_cls": 0.53205, "loss": 0.53205, "time": 0.22696} +{"mode": "train", "epoch": 101, "iter": 2300, "lr": 0.00604, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.90188, "top5_acc": 0.99188, "loss_cls": 0.48406, "loss": 0.48406, "time": 0.22624} +{"mode": "train", "epoch": 101, "iter": 2400, "lr": 0.00603, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92, "top5_acc": 0.99438, "loss_cls": 0.42349, "loss": 0.42349, "time": 0.22575} +{"mode": "train", "epoch": 101, "iter": 2500, "lr": 0.00603, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93125, "top5_acc": 0.99188, "loss_cls": 0.41245, "loss": 0.41245, "time": 0.22668} +{"mode": "val", "epoch": 101, "iter": 1031, "lr": 0.00602, "top1_acc": 0.82799, "top5_acc": 0.96998} +{"mode": "train", "epoch": 102, "iter": 100, "lr": 0.00602, "memory": 6499, "data_time": 0.18666, "top1_acc": 0.93438, "top5_acc": 0.9975, "loss_cls": 0.35008, "loss": 0.35008, "time": 0.41198} +{"mode": "train", "epoch": 102, "iter": 200, "lr": 0.00601, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.93, "top5_acc": 0.98938, "loss_cls": 0.40556, "loss": 0.40556, "time": 0.22618} +{"mode": "train", "epoch": 102, "iter": 300, "lr": 0.006, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91688, "top5_acc": 0.99438, "loss_cls": 0.41531, "loss": 0.41531, "time": 0.22555} +{"mode": "train", "epoch": 102, "iter": 400, "lr": 0.00599, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.92062, "top5_acc": 0.99188, "loss_cls": 0.46135, "loss": 0.46135, "time": 0.22672} +{"mode": "train", "epoch": 102, "iter": 500, "lr": 0.00598, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.92625, "top5_acc": 0.99062, "loss_cls": 0.44003, "loss": 0.44003, "time": 0.2255} +{"mode": "train", "epoch": 102, "iter": 600, "lr": 0.00597, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.91062, "top5_acc": 0.995, "loss_cls": 0.44675, "loss": 0.44675, "time": 0.22667} +{"mode": "train", "epoch": 102, "iter": 700, "lr": 0.00596, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90938, "top5_acc": 0.99062, "loss_cls": 0.47291, "loss": 0.47291, "time": 0.22688} +{"mode": "train", "epoch": 102, "iter": 800, "lr": 0.00595, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.90688, "top5_acc": 0.99188, "loss_cls": 0.49534, "loss": 0.49534, "time": 0.22607} +{"mode": "train", "epoch": 102, "iter": 900, "lr": 0.00594, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91438, "top5_acc": 0.99062, "loss_cls": 0.45255, "loss": 0.45255, "time": 0.22665} +{"mode": "train", "epoch": 102, "iter": 1000, "lr": 0.00594, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90812, "top5_acc": 0.99375, "loss_cls": 0.45348, "loss": 0.45348, "time": 0.22515} +{"mode": "train", "epoch": 102, "iter": 1100, "lr": 0.00593, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92688, "top5_acc": 0.99375, "loss_cls": 0.41657, "loss": 0.41657, "time": 0.22545} +{"mode": "train", "epoch": 102, "iter": 1200, "lr": 0.00592, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91125, "top5_acc": 0.99562, "loss_cls": 0.43404, "loss": 0.43404, "time": 0.22548} +{"mode": "train", "epoch": 102, "iter": 1300, "lr": 0.00591, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.90625, "top5_acc": 0.99062, "loss_cls": 0.47152, "loss": 0.47152, "time": 0.22601} +{"mode": "train", "epoch": 102, "iter": 1400, "lr": 0.0059, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.90688, "top5_acc": 0.98812, "loss_cls": 0.46836, "loss": 0.46836, "time": 0.22605} +{"mode": "train", "epoch": 102, "iter": 1500, "lr": 0.00589, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.9125, "top5_acc": 0.98812, "loss_cls": 0.4941, "loss": 0.4941, "time": 0.22669} +{"mode": "train", "epoch": 102, "iter": 1600, "lr": 0.00588, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90938, "top5_acc": 0.99188, "loss_cls": 0.48051, "loss": 0.48051, "time": 0.22583} +{"mode": "train", "epoch": 102, "iter": 1700, "lr": 0.00587, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91688, "top5_acc": 0.99188, "loss_cls": 0.45412, "loss": 0.45412, "time": 0.22707} +{"mode": "train", "epoch": 102, "iter": 1800, "lr": 0.00586, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.8975, "top5_acc": 0.99438, "loss_cls": 0.48623, "loss": 0.48623, "time": 0.22545} +{"mode": "train", "epoch": 102, "iter": 1900, "lr": 0.00586, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.915, "top5_acc": 0.99438, "loss_cls": 0.42982, "loss": 0.42982, "time": 0.22637} +{"mode": "train", "epoch": 102, "iter": 2000, "lr": 0.00585, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.92062, "top5_acc": 0.98938, "loss_cls": 0.43889, "loss": 0.43889, "time": 0.22646} +{"mode": "train", "epoch": 102, "iter": 2100, "lr": 0.00584, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91375, "top5_acc": 0.995, "loss_cls": 0.45114, "loss": 0.45114, "time": 0.2262} +{"mode": "train", "epoch": 102, "iter": 2200, "lr": 0.00583, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.915, "top5_acc": 0.99312, "loss_cls": 0.46376, "loss": 0.46376, "time": 0.22599} +{"mode": "train", "epoch": 102, "iter": 2300, "lr": 0.00582, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.90688, "top5_acc": 0.99062, "loss_cls": 0.49715, "loss": 0.49715, "time": 0.22654} +{"mode": "train", "epoch": 102, "iter": 2400, "lr": 0.00581, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.9075, "top5_acc": 0.99312, "loss_cls": 0.47181, "loss": 0.47181, "time": 0.22595} +{"mode": "train", "epoch": 102, "iter": 2500, "lr": 0.0058, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.92062, "top5_acc": 0.99438, "loss_cls": 0.45239, "loss": 0.45239, "time": 0.22531} +{"mode": "val", "epoch": 102, "iter": 1031, "lr": 0.0058, "top1_acc": 0.84382, "top5_acc": 0.97416} +{"mode": "train", "epoch": 103, "iter": 100, "lr": 0.00579, "memory": 6499, "data_time": 0.18631, "top1_acc": 0.9225, "top5_acc": 0.99125, "loss_cls": 0.42745, "loss": 0.42745, "time": 0.41248} +{"mode": "train", "epoch": 103, "iter": 200, "lr": 0.00578, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9225, "top5_acc": 0.99312, "loss_cls": 0.4153, "loss": 0.4153, "time": 0.22507} +{"mode": "train", "epoch": 103, "iter": 300, "lr": 0.00578, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.91812, "top5_acc": 0.99312, "loss_cls": 0.45121, "loss": 0.45121, "time": 0.2272} +{"mode": "train", "epoch": 103, "iter": 400, "lr": 0.00577, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9275, "top5_acc": 0.9925, "loss_cls": 0.42157, "loss": 0.42157, "time": 0.22574} +{"mode": "train", "epoch": 103, "iter": 500, "lr": 0.00576, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.925, "top5_acc": 0.99562, "loss_cls": 0.39981, "loss": 0.39981, "time": 0.22591} +{"mode": "train", "epoch": 103, "iter": 600, "lr": 0.00575, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.92, "top5_acc": 0.9925, "loss_cls": 0.42718, "loss": 0.42718, "time": 0.2262} +{"mode": "train", "epoch": 103, "iter": 700, "lr": 0.00574, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.91812, "top5_acc": 0.9925, "loss_cls": 0.43845, "loss": 0.43845, "time": 0.22638} +{"mode": "train", "epoch": 103, "iter": 800, "lr": 0.00573, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.92062, "top5_acc": 0.99625, "loss_cls": 0.4134, "loss": 0.4134, "time": 0.22649} +{"mode": "train", "epoch": 103, "iter": 900, "lr": 0.00572, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9125, "top5_acc": 0.995, "loss_cls": 0.43361, "loss": 0.43361, "time": 0.22646} +{"mode": "train", "epoch": 103, "iter": 1000, "lr": 0.00571, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91625, "top5_acc": 0.99188, "loss_cls": 0.43671, "loss": 0.43671, "time": 0.22601} +{"mode": "train", "epoch": 103, "iter": 1100, "lr": 0.00571, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92, "top5_acc": 0.99312, "loss_cls": 0.4241, "loss": 0.4241, "time": 0.22568} +{"mode": "train", "epoch": 103, "iter": 1200, "lr": 0.0057, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.925, "top5_acc": 0.98938, "loss_cls": 0.43463, "loss": 0.43463, "time": 0.22603} +{"mode": "train", "epoch": 103, "iter": 1300, "lr": 0.00569, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91125, "top5_acc": 0.99, "loss_cls": 0.48665, "loss": 0.48665, "time": 0.22657} +{"mode": "train", "epoch": 103, "iter": 1400, "lr": 0.00568, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.90875, "top5_acc": 0.99312, "loss_cls": 0.47362, "loss": 0.47362, "time": 0.22675} +{"mode": "train", "epoch": 103, "iter": 1500, "lr": 0.00567, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91562, "top5_acc": 0.98625, "loss_cls": 0.47269, "loss": 0.47269, "time": 0.22664} +{"mode": "train", "epoch": 103, "iter": 1600, "lr": 0.00566, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9075, "top5_acc": 0.99312, "loss_cls": 0.44211, "loss": 0.44211, "time": 0.22621} +{"mode": "train", "epoch": 103, "iter": 1700, "lr": 0.00565, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.91875, "top5_acc": 0.99312, "loss_cls": 0.44017, "loss": 0.44017, "time": 0.22617} +{"mode": "train", "epoch": 103, "iter": 1800, "lr": 0.00564, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.91812, "top5_acc": 0.99375, "loss_cls": 0.43751, "loss": 0.43751, "time": 0.22584} +{"mode": "train", "epoch": 103, "iter": 1900, "lr": 0.00564, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.92188, "top5_acc": 0.99188, "loss_cls": 0.43847, "loss": 0.43847, "time": 0.22693} +{"mode": "train", "epoch": 103, "iter": 2000, "lr": 0.00563, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91875, "top5_acc": 0.99375, "loss_cls": 0.4195, "loss": 0.4195, "time": 0.22641} +{"mode": "train", "epoch": 103, "iter": 2100, "lr": 0.00562, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.91125, "top5_acc": 0.9875, "loss_cls": 0.49165, "loss": 0.49165, "time": 0.22553} +{"mode": "train", "epoch": 103, "iter": 2200, "lr": 0.00561, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91812, "top5_acc": 0.99312, "loss_cls": 0.426, "loss": 0.426, "time": 0.2255} +{"mode": "train", "epoch": 103, "iter": 2300, "lr": 0.0056, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92188, "top5_acc": 0.98812, "loss_cls": 0.438, "loss": 0.438, "time": 0.22632} +{"mode": "train", "epoch": 103, "iter": 2400, "lr": 0.00559, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.92438, "top5_acc": 0.99438, "loss_cls": 0.40886, "loss": 0.40886, "time": 0.22589} +{"mode": "train", "epoch": 103, "iter": 2500, "lr": 0.00558, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.915, "top5_acc": 0.99312, "loss_cls": 0.44514, "loss": 0.44514, "time": 0.22601} +{"mode": "val", "epoch": 103, "iter": 1031, "lr": 0.00558, "top1_acc": 0.84236, "top5_acc": 0.9721} +{"mode": "train", "epoch": 104, "iter": 100, "lr": 0.00557, "memory": 6499, "data_time": 0.19034, "top1_acc": 0.9225, "top5_acc": 0.99625, "loss_cls": 0.3892, "loss": 0.3892, "time": 0.41497} +{"mode": "train", "epoch": 104, "iter": 200, "lr": 0.00557, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91625, "top5_acc": 0.99125, "loss_cls": 0.45726, "loss": 0.45726, "time": 0.22446} +{"mode": "train", "epoch": 104, "iter": 300, "lr": 0.00556, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91875, "top5_acc": 0.99312, "loss_cls": 0.43063, "loss": 0.43063, "time": 0.22524} +{"mode": "train", "epoch": 104, "iter": 400, "lr": 0.00555, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9375, "top5_acc": 0.99375, "loss_cls": 0.34552, "loss": 0.34552, "time": 0.22543} +{"mode": "train", "epoch": 104, "iter": 500, "lr": 0.00554, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91375, "top5_acc": 0.98938, "loss_cls": 0.44957, "loss": 0.44957, "time": 0.22557} +{"mode": "train", "epoch": 104, "iter": 600, "lr": 0.00553, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93625, "top5_acc": 0.99625, "loss_cls": 0.37542, "loss": 0.37542, "time": 0.22708} +{"mode": "train", "epoch": 104, "iter": 700, "lr": 0.00552, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91938, "top5_acc": 0.99625, "loss_cls": 0.41892, "loss": 0.41892, "time": 0.22578} +{"mode": "train", "epoch": 104, "iter": 800, "lr": 0.00551, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.925, "top5_acc": 0.99438, "loss_cls": 0.39239, "loss": 0.39239, "time": 0.22709} +{"mode": "train", "epoch": 104, "iter": 900, "lr": 0.0055, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92, "top5_acc": 0.99375, "loss_cls": 0.44006, "loss": 0.44006, "time": 0.22666} +{"mode": "train", "epoch": 104, "iter": 1000, "lr": 0.0055, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.92062, "top5_acc": 0.99, "loss_cls": 0.43593, "loss": 0.43593, "time": 0.2267} +{"mode": "train", "epoch": 104, "iter": 1100, "lr": 0.00549, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.90938, "top5_acc": 0.99062, "loss_cls": 0.47102, "loss": 0.47102, "time": 0.22715} +{"mode": "train", "epoch": 104, "iter": 1200, "lr": 0.00548, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91, "top5_acc": 0.99312, "loss_cls": 0.46465, "loss": 0.46465, "time": 0.22645} +{"mode": "train", "epoch": 104, "iter": 1300, "lr": 0.00547, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92312, "top5_acc": 0.99188, "loss_cls": 0.39774, "loss": 0.39774, "time": 0.22667} +{"mode": "train", "epoch": 104, "iter": 1400, "lr": 0.00546, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.92312, "top5_acc": 0.99312, "loss_cls": 0.403, "loss": 0.403, "time": 0.22617} +{"mode": "train", "epoch": 104, "iter": 1500, "lr": 0.00545, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91812, "top5_acc": 0.99375, "loss_cls": 0.45651, "loss": 0.45651, "time": 0.22651} +{"mode": "train", "epoch": 104, "iter": 1600, "lr": 0.00544, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.92062, "top5_acc": 0.995, "loss_cls": 0.41983, "loss": 0.41983, "time": 0.22674} +{"mode": "train", "epoch": 104, "iter": 1700, "lr": 0.00544, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92688, "top5_acc": 0.99688, "loss_cls": 0.39973, "loss": 0.39973, "time": 0.22601} +{"mode": "train", "epoch": 104, "iter": 1800, "lr": 0.00543, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.915, "top5_acc": 0.99312, "loss_cls": 0.46517, "loss": 0.46517, "time": 0.22555} +{"mode": "train", "epoch": 104, "iter": 1900, "lr": 0.00542, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90625, "top5_acc": 0.9925, "loss_cls": 0.47373, "loss": 0.47373, "time": 0.22692} +{"mode": "train", "epoch": 104, "iter": 2000, "lr": 0.00541, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.89875, "top5_acc": 0.98875, "loss_cls": 0.51558, "loss": 0.51558, "time": 0.22557} +{"mode": "train", "epoch": 104, "iter": 2100, "lr": 0.0054, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92, "top5_acc": 0.99688, "loss_cls": 0.43089, "loss": 0.43089, "time": 0.22611} +{"mode": "train", "epoch": 104, "iter": 2200, "lr": 0.00539, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.90875, "top5_acc": 0.99, "loss_cls": 0.44956, "loss": 0.44956, "time": 0.22617} +{"mode": "train", "epoch": 104, "iter": 2300, "lr": 0.00538, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91875, "top5_acc": 0.99312, "loss_cls": 0.40749, "loss": 0.40749, "time": 0.22615} +{"mode": "train", "epoch": 104, "iter": 2400, "lr": 0.00538, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.91438, "top5_acc": 0.995, "loss_cls": 0.45433, "loss": 0.45433, "time": 0.22659} +{"mode": "train", "epoch": 104, "iter": 2500, "lr": 0.00537, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.91625, "top5_acc": 0.99, "loss_cls": 0.45384, "loss": 0.45384, "time": 0.22613} +{"mode": "val", "epoch": 104, "iter": 1031, "lr": 0.00537, "top1_acc": 0.83969, "top5_acc": 0.97277} +{"mode": "train", "epoch": 105, "iter": 100, "lr": 0.00536, "memory": 6499, "data_time": 0.18491, "top1_acc": 0.9175, "top5_acc": 0.99438, "loss_cls": 0.43802, "loss": 0.43802, "time": 0.41032} +{"mode": "train", "epoch": 105, "iter": 200, "lr": 0.00535, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92562, "top5_acc": 0.9925, "loss_cls": 0.40211, "loss": 0.40211, "time": 0.22635} +{"mode": "train", "epoch": 105, "iter": 300, "lr": 0.00534, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9275, "top5_acc": 0.9925, "loss_cls": 0.39015, "loss": 0.39015, "time": 0.22613} +{"mode": "train", "epoch": 105, "iter": 400, "lr": 0.00533, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.92562, "top5_acc": 0.99562, "loss_cls": 0.37831, "loss": 0.37831, "time": 0.22554} +{"mode": "train", "epoch": 105, "iter": 500, "lr": 0.00532, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92188, "top5_acc": 0.99375, "loss_cls": 0.36936, "loss": 0.36936, "time": 0.22694} +{"mode": "train", "epoch": 105, "iter": 600, "lr": 0.00531, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.92125, "top5_acc": 0.9925, "loss_cls": 0.40994, "loss": 0.40994, "time": 0.22687} +{"mode": "train", "epoch": 105, "iter": 700, "lr": 0.00531, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91375, "top5_acc": 0.9925, "loss_cls": 0.44045, "loss": 0.44045, "time": 0.22696} +{"mode": "train", "epoch": 105, "iter": 800, "lr": 0.0053, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.92562, "top5_acc": 0.98938, "loss_cls": 0.40374, "loss": 0.40374, "time": 0.22695} +{"mode": "train", "epoch": 105, "iter": 900, "lr": 0.00529, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.915, "top5_acc": 0.99688, "loss_cls": 0.39586, "loss": 0.39586, "time": 0.22659} +{"mode": "train", "epoch": 105, "iter": 1000, "lr": 0.00528, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.915, "top5_acc": 0.99375, "loss_cls": 0.44268, "loss": 0.44268, "time": 0.22656} +{"mode": "train", "epoch": 105, "iter": 1100, "lr": 0.00527, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9275, "top5_acc": 0.99375, "loss_cls": 0.41005, "loss": 0.41005, "time": 0.22567} +{"mode": "train", "epoch": 105, "iter": 1200, "lr": 0.00526, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93625, "top5_acc": 0.99562, "loss_cls": 0.384, "loss": 0.384, "time": 0.22617} +{"mode": "train", "epoch": 105, "iter": 1300, "lr": 0.00526, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9225, "top5_acc": 0.9925, "loss_cls": 0.42436, "loss": 0.42436, "time": 0.22727} +{"mode": "train", "epoch": 105, "iter": 1400, "lr": 0.00525, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92, "top5_acc": 0.99562, "loss_cls": 0.39215, "loss": 0.39215, "time": 0.22696} +{"mode": "train", "epoch": 105, "iter": 1500, "lr": 0.00524, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92062, "top5_acc": 0.99312, "loss_cls": 0.40097, "loss": 0.40097, "time": 0.22543} +{"mode": "train", "epoch": 105, "iter": 1600, "lr": 0.00523, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91188, "top5_acc": 0.995, "loss_cls": 0.44369, "loss": 0.44369, "time": 0.22584} +{"mode": "train", "epoch": 105, "iter": 1700, "lr": 0.00522, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93125, "top5_acc": 0.9925, "loss_cls": 0.39153, "loss": 0.39153, "time": 0.2265} +{"mode": "train", "epoch": 105, "iter": 1800, "lr": 0.00521, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.93125, "top5_acc": 0.99375, "loss_cls": 0.38014, "loss": 0.38014, "time": 0.22584} +{"mode": "train", "epoch": 105, "iter": 1900, "lr": 0.0052, "memory": 6499, "data_time": 0.00044, "top1_acc": 0.91812, "top5_acc": 0.99188, "loss_cls": 0.43876, "loss": 0.43876, "time": 0.22684} +{"mode": "train", "epoch": 105, "iter": 2000, "lr": 0.0052, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91312, "top5_acc": 0.9925, "loss_cls": 0.46432, "loss": 0.46432, "time": 0.22637} +{"mode": "train", "epoch": 105, "iter": 2100, "lr": 0.00519, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92188, "top5_acc": 0.99312, "loss_cls": 0.42059, "loss": 0.42059, "time": 0.22642} +{"mode": "train", "epoch": 105, "iter": 2200, "lr": 0.00518, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92, "top5_acc": 0.99562, "loss_cls": 0.3985, "loss": 0.3985, "time": 0.22642} +{"mode": "train", "epoch": 105, "iter": 2300, "lr": 0.00517, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.90625, "top5_acc": 0.98812, "loss_cls": 0.49561, "loss": 0.49561, "time": 0.22632} +{"mode": "train", "epoch": 105, "iter": 2400, "lr": 0.00516, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.915, "top5_acc": 0.995, "loss_cls": 0.44767, "loss": 0.44767, "time": 0.22708} +{"mode": "train", "epoch": 105, "iter": 2500, "lr": 0.00515, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92, "top5_acc": 0.99312, "loss_cls": 0.43545, "loss": 0.43545, "time": 0.22587} +{"mode": "val", "epoch": 105, "iter": 1031, "lr": 0.00515, "top1_acc": 0.80275, "top5_acc": 0.96076} +{"mode": "train", "epoch": 106, "iter": 100, "lr": 0.00514, "memory": 6499, "data_time": 0.1917, "top1_acc": 0.91625, "top5_acc": 0.9925, "loss_cls": 0.41774, "loss": 0.41774, "time": 0.41768} +{"mode": "train", "epoch": 106, "iter": 200, "lr": 0.00514, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92562, "top5_acc": 0.99688, "loss_cls": 0.35688, "loss": 0.35688, "time": 0.22535} +{"mode": "train", "epoch": 106, "iter": 300, "lr": 0.00513, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.935, "top5_acc": 0.99438, "loss_cls": 0.34927, "loss": 0.34927, "time": 0.22656} +{"mode": "train", "epoch": 106, "iter": 400, "lr": 0.00512, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93625, "top5_acc": 0.99688, "loss_cls": 0.36698, "loss": 0.36698, "time": 0.22619} +{"mode": "train", "epoch": 106, "iter": 500, "lr": 0.00511, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92625, "top5_acc": 0.9925, "loss_cls": 0.39437, "loss": 0.39437, "time": 0.22765} +{"mode": "train", "epoch": 106, "iter": 600, "lr": 0.0051, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92375, "top5_acc": 0.99562, "loss_cls": 0.37659, "loss": 0.37659, "time": 0.22621} +{"mode": "train", "epoch": 106, "iter": 700, "lr": 0.00509, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92125, "top5_acc": 0.995, "loss_cls": 0.38737, "loss": 0.38737, "time": 0.22536} +{"mode": "train", "epoch": 106, "iter": 800, "lr": 0.00509, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91812, "top5_acc": 0.99688, "loss_cls": 0.39977, "loss": 0.39977, "time": 0.22562} +{"mode": "train", "epoch": 106, "iter": 900, "lr": 0.00508, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.92812, "top5_acc": 0.99562, "loss_cls": 0.3644, "loss": 0.3644, "time": 0.22661} +{"mode": "train", "epoch": 106, "iter": 1000, "lr": 0.00507, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92375, "top5_acc": 0.99375, "loss_cls": 0.38168, "loss": 0.38168, "time": 0.22581} +{"mode": "train", "epoch": 106, "iter": 1100, "lr": 0.00506, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91438, "top5_acc": 0.99188, "loss_cls": 0.45444, "loss": 0.45444, "time": 0.22589} +{"mode": "train", "epoch": 106, "iter": 1200, "lr": 0.00505, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.91375, "top5_acc": 0.9925, "loss_cls": 0.42807, "loss": 0.42807, "time": 0.22682} +{"mode": "train", "epoch": 106, "iter": 1300, "lr": 0.00504, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9125, "top5_acc": 0.9925, "loss_cls": 0.42234, "loss": 0.42234, "time": 0.22665} +{"mode": "train", "epoch": 106, "iter": 1400, "lr": 0.00503, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91625, "top5_acc": 0.99062, "loss_cls": 0.42484, "loss": 0.42484, "time": 0.22611} +{"mode": "train", "epoch": 106, "iter": 1500, "lr": 0.00503, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.9125, "top5_acc": 0.9925, "loss_cls": 0.43395, "loss": 0.43395, "time": 0.2268} +{"mode": "train", "epoch": 106, "iter": 1600, "lr": 0.00502, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94062, "top5_acc": 0.99438, "loss_cls": 0.34885, "loss": 0.34885, "time": 0.22585} +{"mode": "train", "epoch": 106, "iter": 1700, "lr": 0.00501, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92688, "top5_acc": 0.99, "loss_cls": 0.38898, "loss": 0.38898, "time": 0.22621} +{"mode": "train", "epoch": 106, "iter": 1800, "lr": 0.005, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91125, "top5_acc": 0.995, "loss_cls": 0.4519, "loss": 0.4519, "time": 0.22577} +{"mode": "train", "epoch": 106, "iter": 1900, "lr": 0.00499, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9175, "top5_acc": 0.9925, "loss_cls": 0.42871, "loss": 0.42871, "time": 0.22569} +{"mode": "train", "epoch": 106, "iter": 2000, "lr": 0.00498, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9225, "top5_acc": 0.99562, "loss_cls": 0.40101, "loss": 0.40101, "time": 0.22589} +{"mode": "train", "epoch": 106, "iter": 2100, "lr": 0.00498, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93312, "top5_acc": 0.99438, "loss_cls": 0.36967, "loss": 0.36967, "time": 0.22526} +{"mode": "train", "epoch": 106, "iter": 2200, "lr": 0.00497, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93625, "top5_acc": 0.99562, "loss_cls": 0.34933, "loss": 0.34933, "time": 0.22639} +{"mode": "train", "epoch": 106, "iter": 2300, "lr": 0.00496, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.925, "top5_acc": 0.99312, "loss_cls": 0.40985, "loss": 0.40985, "time": 0.22548} +{"mode": "train", "epoch": 106, "iter": 2400, "lr": 0.00495, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.90875, "top5_acc": 0.99188, "loss_cls": 0.47726, "loss": 0.47726, "time": 0.22628} +{"mode": "train", "epoch": 106, "iter": 2500, "lr": 0.00494, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9175, "top5_acc": 0.99062, "loss_cls": 0.43848, "loss": 0.43848, "time": 0.22698} +{"mode": "val", "epoch": 106, "iter": 1031, "lr": 0.00494, "top1_acc": 0.8275, "top5_acc": 0.96973} +{"mode": "train", "epoch": 107, "iter": 100, "lr": 0.00493, "memory": 6499, "data_time": 0.19049, "top1_acc": 0.93812, "top5_acc": 0.99375, "loss_cls": 0.35809, "loss": 0.35809, "time": 0.41626} +{"mode": "train", "epoch": 107, "iter": 200, "lr": 0.00493, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93, "top5_acc": 0.99688, "loss_cls": 0.3733, "loss": 0.3733, "time": 0.22646} +{"mode": "train", "epoch": 107, "iter": 300, "lr": 0.00492, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93188, "top5_acc": 0.995, "loss_cls": 0.38277, "loss": 0.38277, "time": 0.22649} +{"mode": "train", "epoch": 107, "iter": 400, "lr": 0.00491, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94375, "top5_acc": 0.99375, "loss_cls": 0.3255, "loss": 0.3255, "time": 0.22677} +{"mode": "train", "epoch": 107, "iter": 500, "lr": 0.0049, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93438, "top5_acc": 0.99688, "loss_cls": 0.36762, "loss": 0.36762, "time": 0.22732} +{"mode": "train", "epoch": 107, "iter": 600, "lr": 0.00489, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.9375, "top5_acc": 0.99438, "loss_cls": 0.35187, "loss": 0.35187, "time": 0.22594} +{"mode": "train", "epoch": 107, "iter": 700, "lr": 0.00488, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92875, "top5_acc": 0.9975, "loss_cls": 0.36002, "loss": 0.36002, "time": 0.22798} +{"mode": "train", "epoch": 107, "iter": 800, "lr": 0.00488, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92812, "top5_acc": 0.99562, "loss_cls": 0.37064, "loss": 0.37064, "time": 0.22636} +{"mode": "train", "epoch": 107, "iter": 900, "lr": 0.00487, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.92375, "top5_acc": 0.99438, "loss_cls": 0.37342, "loss": 0.37342, "time": 0.22814} +{"mode": "train", "epoch": 107, "iter": 1000, "lr": 0.00486, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9375, "top5_acc": 0.99812, "loss_cls": 0.36203, "loss": 0.36203, "time": 0.22675} +{"mode": "train", "epoch": 107, "iter": 1100, "lr": 0.00485, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91812, "top5_acc": 0.99312, "loss_cls": 0.43083, "loss": 0.43083, "time": 0.22591} +{"mode": "train", "epoch": 107, "iter": 1200, "lr": 0.00484, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92, "top5_acc": 0.99, "loss_cls": 0.44455, "loss": 0.44455, "time": 0.22628} +{"mode": "train", "epoch": 107, "iter": 1300, "lr": 0.00483, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92375, "top5_acc": 0.99625, "loss_cls": 0.39484, "loss": 0.39484, "time": 0.228} +{"mode": "train", "epoch": 107, "iter": 1400, "lr": 0.00483, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93125, "top5_acc": 0.995, "loss_cls": 0.3788, "loss": 0.3788, "time": 0.22644} +{"mode": "train", "epoch": 107, "iter": 1500, "lr": 0.00482, "memory": 6499, "data_time": 0.00033, "top1_acc": 0.93, "top5_acc": 0.99625, "loss_cls": 0.36151, "loss": 0.36151, "time": 0.22636} +{"mode": "train", "epoch": 107, "iter": 1600, "lr": 0.00481, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9325, "top5_acc": 0.995, "loss_cls": 0.3422, "loss": 0.3422, "time": 0.22586} +{"mode": "train", "epoch": 107, "iter": 1700, "lr": 0.0048, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.91562, "top5_acc": 0.99062, "loss_cls": 0.42633, "loss": 0.42633, "time": 0.22777} +{"mode": "train", "epoch": 107, "iter": 1800, "lr": 0.00479, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91625, "top5_acc": 0.995, "loss_cls": 0.41802, "loss": 0.41802, "time": 0.22607} +{"mode": "train", "epoch": 107, "iter": 1900, "lr": 0.00479, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92062, "top5_acc": 0.99438, "loss_cls": 0.3978, "loss": 0.3978, "time": 0.22548} +{"mode": "train", "epoch": 107, "iter": 2000, "lr": 0.00478, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.92688, "top5_acc": 0.995, "loss_cls": 0.37799, "loss": 0.37799, "time": 0.22626} +{"mode": "train", "epoch": 107, "iter": 2100, "lr": 0.00477, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.925, "top5_acc": 0.99438, "loss_cls": 0.39507, "loss": 0.39507, "time": 0.22669} +{"mode": "train", "epoch": 107, "iter": 2200, "lr": 0.00476, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.92625, "top5_acc": 0.99438, "loss_cls": 0.39673, "loss": 0.39673, "time": 0.22693} +{"mode": "train", "epoch": 107, "iter": 2300, "lr": 0.00475, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92438, "top5_acc": 0.9925, "loss_cls": 0.41054, "loss": 0.41054, "time": 0.22582} +{"mode": "train", "epoch": 107, "iter": 2400, "lr": 0.00474, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92188, "top5_acc": 0.99562, "loss_cls": 0.37328, "loss": 0.37328, "time": 0.22551} +{"mode": "train", "epoch": 107, "iter": 2500, "lr": 0.00474, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.91125, "top5_acc": 0.98875, "loss_cls": 0.47236, "loss": 0.47236, "time": 0.22573} +{"mode": "val", "epoch": 107, "iter": 1031, "lr": 0.00474, "top1_acc": 0.83969, "top5_acc": 0.97525} +{"mode": "train", "epoch": 108, "iter": 100, "lr": 0.00473, "memory": 6499, "data_time": 0.19522, "top1_acc": 0.945, "top5_acc": 0.99562, "loss_cls": 0.30948, "loss": 0.30948, "time": 0.42127} +{"mode": "train", "epoch": 108, "iter": 200, "lr": 0.00472, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.95062, "top5_acc": 0.99688, "loss_cls": 0.30235, "loss": 0.30235, "time": 0.22709} +{"mode": "train", "epoch": 108, "iter": 300, "lr": 0.00471, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9325, "top5_acc": 0.99688, "loss_cls": 0.31548, "loss": 0.31548, "time": 0.22569} +{"mode": "train", "epoch": 108, "iter": 400, "lr": 0.0047, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.93625, "top5_acc": 0.99438, "loss_cls": 0.37338, "loss": 0.37338, "time": 0.22607} +{"mode": "train", "epoch": 108, "iter": 500, "lr": 0.00469, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.93, "top5_acc": 0.99375, "loss_cls": 0.36061, "loss": 0.36061, "time": 0.22599} +{"mode": "train", "epoch": 108, "iter": 600, "lr": 0.00469, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.925, "top5_acc": 0.99, "loss_cls": 0.37686, "loss": 0.37686, "time": 0.22553} +{"mode": "train", "epoch": 108, "iter": 700, "lr": 0.00468, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92438, "top5_acc": 0.99562, "loss_cls": 0.36775, "loss": 0.36775, "time": 0.22661} +{"mode": "train", "epoch": 108, "iter": 800, "lr": 0.00467, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92938, "top5_acc": 0.99438, "loss_cls": 0.3545, "loss": 0.3545, "time": 0.22543} +{"mode": "train", "epoch": 108, "iter": 900, "lr": 0.00466, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92938, "top5_acc": 0.995, "loss_cls": 0.38032, "loss": 0.38032, "time": 0.2264} +{"mode": "train", "epoch": 108, "iter": 1000, "lr": 0.00465, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.935, "top5_acc": 0.99688, "loss_cls": 0.36883, "loss": 0.36883, "time": 0.22512} +{"mode": "train", "epoch": 108, "iter": 1100, "lr": 0.00465, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.92312, "top5_acc": 0.99188, "loss_cls": 0.39253, "loss": 0.39253, "time": 0.2261} +{"mode": "train", "epoch": 108, "iter": 1200, "lr": 0.00464, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.925, "top5_acc": 0.99625, "loss_cls": 0.36561, "loss": 0.36561, "time": 0.22551} +{"mode": "train", "epoch": 108, "iter": 1300, "lr": 0.00463, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9225, "top5_acc": 0.9975, "loss_cls": 0.38635, "loss": 0.38635, "time": 0.22734} +{"mode": "train", "epoch": 108, "iter": 1400, "lr": 0.00462, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93312, "top5_acc": 0.99438, "loss_cls": 0.35949, "loss": 0.35949, "time": 0.22637} +{"mode": "train", "epoch": 108, "iter": 1500, "lr": 0.00461, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92625, "top5_acc": 0.99688, "loss_cls": 0.3807, "loss": 0.3807, "time": 0.22643} +{"mode": "train", "epoch": 108, "iter": 1600, "lr": 0.00461, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92125, "top5_acc": 0.99375, "loss_cls": 0.38411, "loss": 0.38411, "time": 0.22648} +{"mode": "train", "epoch": 108, "iter": 1700, "lr": 0.0046, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93375, "top5_acc": 0.99438, "loss_cls": 0.35604, "loss": 0.35604, "time": 0.22674} +{"mode": "train", "epoch": 108, "iter": 1800, "lr": 0.00459, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93188, "top5_acc": 0.99875, "loss_cls": 0.36225, "loss": 0.36225, "time": 0.2262} +{"mode": "train", "epoch": 108, "iter": 1900, "lr": 0.00458, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9275, "top5_acc": 0.99812, "loss_cls": 0.39091, "loss": 0.39091, "time": 0.2252} +{"mode": "train", "epoch": 108, "iter": 2000, "lr": 0.00457, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93062, "top5_acc": 0.99188, "loss_cls": 0.38585, "loss": 0.38585, "time": 0.22653} +{"mode": "train", "epoch": 108, "iter": 2100, "lr": 0.00457, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.92938, "top5_acc": 0.99312, "loss_cls": 0.38945, "loss": 0.38945, "time": 0.22598} +{"mode": "train", "epoch": 108, "iter": 2200, "lr": 0.00456, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92062, "top5_acc": 0.9925, "loss_cls": 0.40114, "loss": 0.40114, "time": 0.22537} +{"mode": "train", "epoch": 108, "iter": 2300, "lr": 0.00455, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91375, "top5_acc": 0.98625, "loss_cls": 0.45282, "loss": 0.45282, "time": 0.2257} +{"mode": "train", "epoch": 108, "iter": 2400, "lr": 0.00454, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.92812, "top5_acc": 0.995, "loss_cls": 0.39607, "loss": 0.39607, "time": 0.22595} +{"mode": "train", "epoch": 108, "iter": 2500, "lr": 0.00453, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92688, "top5_acc": 0.99062, "loss_cls": 0.42092, "loss": 0.42092, "time": 0.22629} +{"mode": "val", "epoch": 108, "iter": 1031, "lr": 0.00453, "top1_acc": 0.84642, "top5_acc": 0.97246} +{"mode": "train", "epoch": 109, "iter": 100, "lr": 0.00452, "memory": 6499, "data_time": 0.19183, "top1_acc": 0.93062, "top5_acc": 0.99625, "loss_cls": 0.34486, "loss": 0.34486, "time": 0.41775} +{"mode": "train", "epoch": 109, "iter": 200, "lr": 0.00452, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93812, "top5_acc": 0.99625, "loss_cls": 0.32211, "loss": 0.32211, "time": 0.22627} +{"mode": "train", "epoch": 109, "iter": 300, "lr": 0.00451, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9275, "top5_acc": 0.9975, "loss_cls": 0.36354, "loss": 0.36354, "time": 0.22718} +{"mode": "train", "epoch": 109, "iter": 400, "lr": 0.0045, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9425, "top5_acc": 0.99688, "loss_cls": 0.33297, "loss": 0.33297, "time": 0.22706} +{"mode": "train", "epoch": 109, "iter": 500, "lr": 0.00449, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.9425, "top5_acc": 0.9975, "loss_cls": 0.30527, "loss": 0.30527, "time": 0.22721} +{"mode": "train", "epoch": 109, "iter": 600, "lr": 0.00448, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93438, "top5_acc": 0.99688, "loss_cls": 0.3376, "loss": 0.3376, "time": 0.22828} +{"mode": "train", "epoch": 109, "iter": 700, "lr": 0.00448, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93188, "top5_acc": 0.99438, "loss_cls": 0.34381, "loss": 0.34381, "time": 0.2259} +{"mode": "train", "epoch": 109, "iter": 800, "lr": 0.00447, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93812, "top5_acc": 0.99625, "loss_cls": 0.34305, "loss": 0.34305, "time": 0.22764} +{"mode": "train", "epoch": 109, "iter": 900, "lr": 0.00446, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93938, "top5_acc": 0.9975, "loss_cls": 0.34682, "loss": 0.34682, "time": 0.22639} +{"mode": "train", "epoch": 109, "iter": 1000, "lr": 0.00445, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92562, "top5_acc": 0.99562, "loss_cls": 0.37437, "loss": 0.37437, "time": 0.22695} +{"mode": "train", "epoch": 109, "iter": 1100, "lr": 0.00444, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.92812, "top5_acc": 0.99625, "loss_cls": 0.35241, "loss": 0.35241, "time": 0.2261} +{"mode": "train", "epoch": 109, "iter": 1200, "lr": 0.00444, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93375, "top5_acc": 0.99688, "loss_cls": 0.34816, "loss": 0.34816, "time": 0.22684} +{"mode": "train", "epoch": 109, "iter": 1300, "lr": 0.00443, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92812, "top5_acc": 0.995, "loss_cls": 0.36914, "loss": 0.36914, "time": 0.22586} +{"mode": "train", "epoch": 109, "iter": 1400, "lr": 0.00442, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9325, "top5_acc": 0.9925, "loss_cls": 0.36118, "loss": 0.36118, "time": 0.22799} +{"mode": "train", "epoch": 109, "iter": 1500, "lr": 0.00441, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92625, "top5_acc": 0.99375, "loss_cls": 0.3906, "loss": 0.3906, "time": 0.22614} +{"mode": "train", "epoch": 109, "iter": 1600, "lr": 0.0044, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93625, "top5_acc": 0.99062, "loss_cls": 0.37518, "loss": 0.37518, "time": 0.22596} +{"mode": "train", "epoch": 109, "iter": 1700, "lr": 0.0044, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93312, "top5_acc": 0.99562, "loss_cls": 0.3491, "loss": 0.3491, "time": 0.22701} +{"mode": "train", "epoch": 109, "iter": 1800, "lr": 0.00439, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.94562, "top5_acc": 0.99688, "loss_cls": 0.33955, "loss": 0.33955, "time": 0.22567} +{"mode": "train", "epoch": 109, "iter": 1900, "lr": 0.00438, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.93, "top5_acc": 0.995, "loss_cls": 0.36878, "loss": 0.36878, "time": 0.22658} +{"mode": "train", "epoch": 109, "iter": 2000, "lr": 0.00437, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9225, "top5_acc": 0.995, "loss_cls": 0.3764, "loss": 0.3764, "time": 0.22624} +{"mode": "train", "epoch": 109, "iter": 2100, "lr": 0.00436, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93, "top5_acc": 0.99438, "loss_cls": 0.36408, "loss": 0.36408, "time": 0.22744} +{"mode": "train", "epoch": 109, "iter": 2200, "lr": 0.00436, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9275, "top5_acc": 0.99375, "loss_cls": 0.38797, "loss": 0.38797, "time": 0.22589} +{"mode": "train", "epoch": 109, "iter": 2300, "lr": 0.00435, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92688, "top5_acc": 0.99438, "loss_cls": 0.37727, "loss": 0.37727, "time": 0.22718} +{"mode": "train", "epoch": 109, "iter": 2400, "lr": 0.00434, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.91875, "top5_acc": 0.99312, "loss_cls": 0.41151, "loss": 0.41151, "time": 0.22555} +{"mode": "train", "epoch": 109, "iter": 2500, "lr": 0.00433, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.92062, "top5_acc": 0.99125, "loss_cls": 0.40395, "loss": 0.40395, "time": 0.22568} +{"mode": "val", "epoch": 109, "iter": 1031, "lr": 0.00433, "top1_acc": 0.84327, "top5_acc": 0.97471} +{"mode": "train", "epoch": 110, "iter": 100, "lr": 0.00432, "memory": 6499, "data_time": 0.19652, "top1_acc": 0.9425, "top5_acc": 0.99562, "loss_cls": 0.31364, "loss": 0.31364, "time": 0.42262} +{"mode": "train", "epoch": 110, "iter": 200, "lr": 0.00432, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93938, "top5_acc": 0.99375, "loss_cls": 0.33914, "loss": 0.33914, "time": 0.22473} +{"mode": "train", "epoch": 110, "iter": 300, "lr": 0.00431, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.945, "top5_acc": 0.99562, "loss_cls": 0.33183, "loss": 0.33183, "time": 0.22576} +{"mode": "train", "epoch": 110, "iter": 400, "lr": 0.0043, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93562, "top5_acc": 0.99625, "loss_cls": 0.34711, "loss": 0.34711, "time": 0.22643} +{"mode": "train", "epoch": 110, "iter": 500, "lr": 0.00429, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.94125, "top5_acc": 0.99625, "loss_cls": 0.34041, "loss": 0.34041, "time": 0.22601} +{"mode": "train", "epoch": 110, "iter": 600, "lr": 0.00428, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93188, "top5_acc": 0.99125, "loss_cls": 0.37327, "loss": 0.37327, "time": 0.22699} +{"mode": "train", "epoch": 110, "iter": 700, "lr": 0.00428, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93375, "top5_acc": 0.99375, "loss_cls": 0.34239, "loss": 0.34239, "time": 0.22697} +{"mode": "train", "epoch": 110, "iter": 800, "lr": 0.00427, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.93938, "top5_acc": 0.9975, "loss_cls": 0.35223, "loss": 0.35223, "time": 0.22691} +{"mode": "train", "epoch": 110, "iter": 900, "lr": 0.00426, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.92812, "top5_acc": 0.99375, "loss_cls": 0.34244, "loss": 0.34244, "time": 0.22684} +{"mode": "train", "epoch": 110, "iter": 1000, "lr": 0.00425, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93312, "top5_acc": 0.9975, "loss_cls": 0.32828, "loss": 0.32828, "time": 0.22649} +{"mode": "train", "epoch": 110, "iter": 1100, "lr": 0.00425, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94625, "top5_acc": 0.99688, "loss_cls": 0.30902, "loss": 0.30902, "time": 0.22555} +{"mode": "train", "epoch": 110, "iter": 1200, "lr": 0.00424, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92812, "top5_acc": 0.99688, "loss_cls": 0.33916, "loss": 0.33916, "time": 0.22493} +{"mode": "train", "epoch": 110, "iter": 1300, "lr": 0.00423, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.93125, "top5_acc": 0.99562, "loss_cls": 0.36916, "loss": 0.36916, "time": 0.2262} +{"mode": "train", "epoch": 110, "iter": 1400, "lr": 0.00422, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93062, "top5_acc": 0.99562, "loss_cls": 0.37065, "loss": 0.37065, "time": 0.22626} +{"mode": "train", "epoch": 110, "iter": 1500, "lr": 0.00421, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.945, "top5_acc": 0.99812, "loss_cls": 0.31074, "loss": 0.31074, "time": 0.22593} +{"mode": "train", "epoch": 110, "iter": 1600, "lr": 0.00421, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92688, "top5_acc": 0.99375, "loss_cls": 0.38664, "loss": 0.38664, "time": 0.22647} +{"mode": "train", "epoch": 110, "iter": 1700, "lr": 0.0042, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92, "top5_acc": 0.99375, "loss_cls": 0.37694, "loss": 0.37694, "time": 0.22585} +{"mode": "train", "epoch": 110, "iter": 1800, "lr": 0.00419, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.925, "top5_acc": 0.99312, "loss_cls": 0.37574, "loss": 0.37574, "time": 0.22625} +{"mode": "train", "epoch": 110, "iter": 1900, "lr": 0.00418, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.92688, "top5_acc": 0.99438, "loss_cls": 0.36855, "loss": 0.36855, "time": 0.22653} +{"mode": "train", "epoch": 110, "iter": 2000, "lr": 0.00418, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9225, "top5_acc": 0.99688, "loss_cls": 0.39648, "loss": 0.39648, "time": 0.2263} +{"mode": "train", "epoch": 110, "iter": 2100, "lr": 0.00417, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.91875, "top5_acc": 0.9975, "loss_cls": 0.41119, "loss": 0.41119, "time": 0.22551} +{"mode": "train", "epoch": 110, "iter": 2200, "lr": 0.00416, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93562, "top5_acc": 0.99562, "loss_cls": 0.34421, "loss": 0.34421, "time": 0.22575} +{"mode": "train", "epoch": 110, "iter": 2300, "lr": 0.00415, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.93125, "top5_acc": 0.995, "loss_cls": 0.35767, "loss": 0.35767, "time": 0.22644} +{"mode": "train", "epoch": 110, "iter": 2400, "lr": 0.00414, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93062, "top5_acc": 0.99562, "loss_cls": 0.33752, "loss": 0.33752, "time": 0.22773} +{"mode": "train", "epoch": 110, "iter": 2500, "lr": 0.00414, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93188, "top5_acc": 0.99312, "loss_cls": 0.34926, "loss": 0.34926, "time": 0.22616} +{"mode": "val", "epoch": 110, "iter": 1031, "lr": 0.00414, "top1_acc": 0.85122, "top5_acc": 0.97665} +{"mode": "train", "epoch": 111, "iter": 100, "lr": 0.00413, "memory": 6499, "data_time": 0.19448, "top1_acc": 0.93938, "top5_acc": 0.995, "loss_cls": 0.30699, "loss": 0.30699, "time": 0.4205} +{"mode": "train", "epoch": 111, "iter": 200, "lr": 0.00412, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94875, "top5_acc": 0.99688, "loss_cls": 0.3064, "loss": 0.3064, "time": 0.226} +{"mode": "train", "epoch": 111, "iter": 300, "lr": 0.00411, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9425, "top5_acc": 0.99375, "loss_cls": 0.31892, "loss": 0.31892, "time": 0.22681} +{"mode": "train", "epoch": 111, "iter": 400, "lr": 0.0041, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94062, "top5_acc": 0.99375, "loss_cls": 0.3279, "loss": 0.3279, "time": 0.22555} +{"mode": "train", "epoch": 111, "iter": 500, "lr": 0.0041, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9475, "top5_acc": 0.9975, "loss_cls": 0.29729, "loss": 0.29729, "time": 0.22582} +{"mode": "train", "epoch": 111, "iter": 600, "lr": 0.00409, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.95125, "top5_acc": 0.99375, "loss_cls": 0.30533, "loss": 0.30533, "time": 0.22614} +{"mode": "train", "epoch": 111, "iter": 700, "lr": 0.00408, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95188, "top5_acc": 0.9975, "loss_cls": 0.28367, "loss": 0.28367, "time": 0.22548} +{"mode": "train", "epoch": 111, "iter": 800, "lr": 0.00407, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93812, "top5_acc": 0.99438, "loss_cls": 0.32392, "loss": 0.32392, "time": 0.22652} +{"mode": "train", "epoch": 111, "iter": 900, "lr": 0.00407, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.93938, "top5_acc": 0.99625, "loss_cls": 0.30962, "loss": 0.30962, "time": 0.22607} +{"mode": "train", "epoch": 111, "iter": 1000, "lr": 0.00406, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95062, "top5_acc": 0.99625, "loss_cls": 0.2865, "loss": 0.2865, "time": 0.22521} +{"mode": "train", "epoch": 111, "iter": 1100, "lr": 0.00405, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93062, "top5_acc": 0.99438, "loss_cls": 0.33337, "loss": 0.33337, "time": 0.2265} +{"mode": "train", "epoch": 111, "iter": 1200, "lr": 0.00404, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95375, "top5_acc": 0.99625, "loss_cls": 0.28928, "loss": 0.28928, "time": 0.22594} +{"mode": "train", "epoch": 111, "iter": 1300, "lr": 0.00404, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93938, "top5_acc": 0.99562, "loss_cls": 0.34085, "loss": 0.34085, "time": 0.22766} +{"mode": "train", "epoch": 111, "iter": 1400, "lr": 0.00403, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94312, "top5_acc": 0.99812, "loss_cls": 0.30457, "loss": 0.30457, "time": 0.22692} +{"mode": "train", "epoch": 111, "iter": 1500, "lr": 0.00402, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93625, "top5_acc": 0.99562, "loss_cls": 0.32833, "loss": 0.32833, "time": 0.22593} +{"mode": "train", "epoch": 111, "iter": 1600, "lr": 0.00401, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94125, "top5_acc": 0.9975, "loss_cls": 0.30082, "loss": 0.30082, "time": 0.22698} +{"mode": "train", "epoch": 111, "iter": 1700, "lr": 0.004, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.93562, "top5_acc": 0.99625, "loss_cls": 0.34746, "loss": 0.34746, "time": 0.2264} +{"mode": "train", "epoch": 111, "iter": 1800, "lr": 0.004, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93188, "top5_acc": 0.99625, "loss_cls": 0.34218, "loss": 0.34218, "time": 0.22546} +{"mode": "train", "epoch": 111, "iter": 1900, "lr": 0.00399, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.94, "top5_acc": 0.99375, "loss_cls": 0.34058, "loss": 0.34058, "time": 0.22525} +{"mode": "train", "epoch": 111, "iter": 2000, "lr": 0.00398, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.94688, "top5_acc": 0.99812, "loss_cls": 0.30631, "loss": 0.30631, "time": 0.22558} +{"mode": "train", "epoch": 111, "iter": 2100, "lr": 0.00397, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9175, "top5_acc": 0.99625, "loss_cls": 0.40039, "loss": 0.40039, "time": 0.22678} +{"mode": "train", "epoch": 111, "iter": 2200, "lr": 0.00397, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94062, "top5_acc": 0.99625, "loss_cls": 0.32133, "loss": 0.32133, "time": 0.22547} +{"mode": "train", "epoch": 111, "iter": 2300, "lr": 0.00396, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93875, "top5_acc": 0.99125, "loss_cls": 0.34427, "loss": 0.34427, "time": 0.22533} +{"mode": "train", "epoch": 111, "iter": 2400, "lr": 0.00395, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93438, "top5_acc": 0.99688, "loss_cls": 0.33884, "loss": 0.33884, "time": 0.22615} +{"mode": "train", "epoch": 111, "iter": 2500, "lr": 0.00394, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.92625, "top5_acc": 0.995, "loss_cls": 0.36111, "loss": 0.36111, "time": 0.22619} +{"mode": "val", "epoch": 111, "iter": 1031, "lr": 0.00394, "top1_acc": 0.8463, "top5_acc": 0.97477} +{"mode": "train", "epoch": 112, "iter": 100, "lr": 0.00394, "memory": 6499, "data_time": 0.19725, "top1_acc": 0.94812, "top5_acc": 0.99938, "loss_cls": 0.3114, "loss": 0.3114, "time": 0.42341} +{"mode": "train", "epoch": 112, "iter": 200, "lr": 0.00393, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95, "top5_acc": 0.99625, "loss_cls": 0.28135, "loss": 0.28135, "time": 0.22746} +{"mode": "train", "epoch": 112, "iter": 300, "lr": 0.00392, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94875, "top5_acc": 0.99562, "loss_cls": 0.30807, "loss": 0.30807, "time": 0.22797} +{"mode": "train", "epoch": 112, "iter": 400, "lr": 0.00391, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94812, "top5_acc": 0.995, "loss_cls": 0.27201, "loss": 0.27201, "time": 0.22742} +{"mode": "train", "epoch": 112, "iter": 500, "lr": 0.00391, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.9475, "top5_acc": 0.99625, "loss_cls": 0.30169, "loss": 0.30169, "time": 0.22703} +{"mode": "train", "epoch": 112, "iter": 600, "lr": 0.0039, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.94125, "top5_acc": 0.9975, "loss_cls": 0.29358, "loss": 0.29358, "time": 0.22723} +{"mode": "train", "epoch": 112, "iter": 700, "lr": 0.00389, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94062, "top5_acc": 0.99562, "loss_cls": 0.3207, "loss": 0.3207, "time": 0.22622} +{"mode": "train", "epoch": 112, "iter": 800, "lr": 0.00388, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.93938, "top5_acc": 0.99625, "loss_cls": 0.34977, "loss": 0.34977, "time": 0.22656} +{"mode": "train", "epoch": 112, "iter": 900, "lr": 0.00387, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9425, "top5_acc": 0.9975, "loss_cls": 0.31644, "loss": 0.31644, "time": 0.2273} +{"mode": "train", "epoch": 112, "iter": 1000, "lr": 0.00387, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93812, "top5_acc": 0.99625, "loss_cls": 0.33669, "loss": 0.33669, "time": 0.22844} +{"mode": "train", "epoch": 112, "iter": 1100, "lr": 0.00386, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94125, "top5_acc": 0.9975, "loss_cls": 0.30564, "loss": 0.30564, "time": 0.22637} +{"mode": "train", "epoch": 112, "iter": 1200, "lr": 0.00385, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.925, "top5_acc": 0.99312, "loss_cls": 0.38704, "loss": 0.38704, "time": 0.22673} +{"mode": "train", "epoch": 112, "iter": 1300, "lr": 0.00384, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94938, "top5_acc": 0.99312, "loss_cls": 0.29329, "loss": 0.29329, "time": 0.22608} +{"mode": "train", "epoch": 112, "iter": 1400, "lr": 0.00384, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93312, "top5_acc": 0.99625, "loss_cls": 0.34342, "loss": 0.34342, "time": 0.2269} +{"mode": "train", "epoch": 112, "iter": 1500, "lr": 0.00383, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94125, "top5_acc": 0.9975, "loss_cls": 0.29783, "loss": 0.29783, "time": 0.22657} +{"mode": "train", "epoch": 112, "iter": 1600, "lr": 0.00382, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92812, "top5_acc": 0.99438, "loss_cls": 0.36252, "loss": 0.36252, "time": 0.22716} +{"mode": "train", "epoch": 112, "iter": 1700, "lr": 0.00381, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94375, "top5_acc": 0.9975, "loss_cls": 0.26946, "loss": 0.26946, "time": 0.22534} +{"mode": "train", "epoch": 112, "iter": 1800, "lr": 0.00381, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.94, "top5_acc": 0.99625, "loss_cls": 0.3193, "loss": 0.3193, "time": 0.22585} +{"mode": "train", "epoch": 112, "iter": 1900, "lr": 0.0038, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94812, "top5_acc": 0.995, "loss_cls": 0.28881, "loss": 0.28881, "time": 0.22701} +{"mode": "train", "epoch": 112, "iter": 2000, "lr": 0.00379, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93875, "top5_acc": 0.995, "loss_cls": 0.33531, "loss": 0.33531, "time": 0.22735} +{"mode": "train", "epoch": 112, "iter": 2100, "lr": 0.00378, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93125, "top5_acc": 0.99625, "loss_cls": 0.33544, "loss": 0.33544, "time": 0.22734} +{"mode": "train", "epoch": 112, "iter": 2200, "lr": 0.00378, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93938, "top5_acc": 0.99812, "loss_cls": 0.31734, "loss": 0.31734, "time": 0.22827} +{"mode": "train", "epoch": 112, "iter": 2300, "lr": 0.00377, "memory": 6499, "data_time": 0.00045, "top1_acc": 0.95, "top5_acc": 0.9975, "loss_cls": 0.27237, "loss": 0.27237, "time": 0.22647} +{"mode": "train", "epoch": 112, "iter": 2400, "lr": 0.00376, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94062, "top5_acc": 0.99375, "loss_cls": 0.34863, "loss": 0.34863, "time": 0.22708} +{"mode": "train", "epoch": 112, "iter": 2500, "lr": 0.00375, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93625, "top5_acc": 0.995, "loss_cls": 0.32652, "loss": 0.32652, "time": 0.22675} +{"mode": "val", "epoch": 112, "iter": 1031, "lr": 0.00375, "top1_acc": 0.85031, "top5_acc": 0.97434} +{"mode": "train", "epoch": 113, "iter": 100, "lr": 0.00375, "memory": 6499, "data_time": 0.19664, "top1_acc": 0.95375, "top5_acc": 0.99625, "loss_cls": 0.25228, "loss": 0.25228, "time": 0.42262} +{"mode": "train", "epoch": 113, "iter": 200, "lr": 0.00374, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95, "top5_acc": 0.99625, "loss_cls": 0.28303, "loss": 0.28303, "time": 0.22714} +{"mode": "train", "epoch": 113, "iter": 300, "lr": 0.00373, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95, "top5_acc": 0.99875, "loss_cls": 0.24716, "loss": 0.24716, "time": 0.22632} +{"mode": "train", "epoch": 113, "iter": 400, "lr": 0.00372, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9475, "top5_acc": 0.9975, "loss_cls": 0.27614, "loss": 0.27614, "time": 0.22567} +{"mode": "train", "epoch": 113, "iter": 500, "lr": 0.00372, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95, "top5_acc": 0.99625, "loss_cls": 0.27708, "loss": 0.27708, "time": 0.22691} +{"mode": "train", "epoch": 113, "iter": 600, "lr": 0.00371, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92812, "top5_acc": 0.9925, "loss_cls": 0.34701, "loss": 0.34701, "time": 0.22657} +{"mode": "train", "epoch": 113, "iter": 700, "lr": 0.0037, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94875, "top5_acc": 0.99625, "loss_cls": 0.28129, "loss": 0.28129, "time": 0.22572} +{"mode": "train", "epoch": 113, "iter": 800, "lr": 0.00369, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95188, "top5_acc": 0.99812, "loss_cls": 0.27063, "loss": 0.27063, "time": 0.22595} +{"mode": "train", "epoch": 113, "iter": 900, "lr": 0.00369, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.93938, "top5_acc": 0.99625, "loss_cls": 0.31904, "loss": 0.31904, "time": 0.22604} +{"mode": "train", "epoch": 113, "iter": 1000, "lr": 0.00368, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93812, "top5_acc": 0.99625, "loss_cls": 0.29892, "loss": 0.29892, "time": 0.22667} +{"mode": "train", "epoch": 113, "iter": 1100, "lr": 0.00367, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94125, "top5_acc": 0.995, "loss_cls": 0.29528, "loss": 0.29528, "time": 0.22611} +{"mode": "train", "epoch": 113, "iter": 1200, "lr": 0.00367, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.95, "top5_acc": 0.9975, "loss_cls": 0.28942, "loss": 0.28942, "time": 0.22735} +{"mode": "train", "epoch": 113, "iter": 1300, "lr": 0.00366, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94625, "top5_acc": 0.99875, "loss_cls": 0.2652, "loss": 0.2652, "time": 0.22679} +{"mode": "train", "epoch": 113, "iter": 1400, "lr": 0.00365, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94438, "top5_acc": 0.9975, "loss_cls": 0.29612, "loss": 0.29612, "time": 0.22729} +{"mode": "train", "epoch": 113, "iter": 1500, "lr": 0.00364, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93938, "top5_acc": 0.995, "loss_cls": 0.3214, "loss": 0.3214, "time": 0.22657} +{"mode": "train", "epoch": 113, "iter": 1600, "lr": 0.00364, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.92938, "top5_acc": 0.99438, "loss_cls": 0.35094, "loss": 0.35094, "time": 0.22635} +{"mode": "train", "epoch": 113, "iter": 1700, "lr": 0.00363, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.93688, "top5_acc": 0.99562, "loss_cls": 0.33471, "loss": 0.33471, "time": 0.22631} +{"mode": "train", "epoch": 113, "iter": 1800, "lr": 0.00362, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9475, "top5_acc": 0.9975, "loss_cls": 0.287, "loss": 0.287, "time": 0.2269} +{"mode": "train", "epoch": 113, "iter": 1900, "lr": 0.00361, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93875, "top5_acc": 0.99562, "loss_cls": 0.31868, "loss": 0.31868, "time": 0.22591} +{"mode": "train", "epoch": 113, "iter": 2000, "lr": 0.00361, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94, "top5_acc": 0.99625, "loss_cls": 0.30195, "loss": 0.30195, "time": 0.22647} +{"mode": "train", "epoch": 113, "iter": 2100, "lr": 0.0036, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.915, "top5_acc": 0.99562, "loss_cls": 0.39258, "loss": 0.39258, "time": 0.2261} +{"mode": "train", "epoch": 113, "iter": 2200, "lr": 0.00359, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94062, "top5_acc": 0.99875, "loss_cls": 0.31642, "loss": 0.31642, "time": 0.22656} +{"mode": "train", "epoch": 113, "iter": 2300, "lr": 0.00358, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9475, "top5_acc": 0.99625, "loss_cls": 0.29067, "loss": 0.29067, "time": 0.22547} +{"mode": "train", "epoch": 113, "iter": 2400, "lr": 0.00358, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.92812, "top5_acc": 0.99312, "loss_cls": 0.37171, "loss": 0.37171, "time": 0.22795} +{"mode": "train", "epoch": 113, "iter": 2500, "lr": 0.00357, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9475, "top5_acc": 0.99875, "loss_cls": 0.28659, "loss": 0.28659, "time": 0.22591} +{"mode": "val", "epoch": 113, "iter": 1031, "lr": 0.00357, "top1_acc": 0.84424, "top5_acc": 0.97483} +{"mode": "train", "epoch": 114, "iter": 100, "lr": 0.00356, "memory": 6499, "data_time": 0.19577, "top1_acc": 0.94625, "top5_acc": 0.99812, "loss_cls": 0.29008, "loss": 0.29008, "time": 0.42132} +{"mode": "train", "epoch": 114, "iter": 200, "lr": 0.00355, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94688, "top5_acc": 0.99625, "loss_cls": 0.28702, "loss": 0.28702, "time": 0.22573} +{"mode": "train", "epoch": 114, "iter": 300, "lr": 0.00355, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94375, "top5_acc": 0.9975, "loss_cls": 0.27674, "loss": 0.27674, "time": 0.22577} +{"mode": "train", "epoch": 114, "iter": 400, "lr": 0.00354, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9475, "top5_acc": 0.99938, "loss_cls": 0.29627, "loss": 0.29627, "time": 0.22843} +{"mode": "train", "epoch": 114, "iter": 500, "lr": 0.00353, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94688, "top5_acc": 0.99562, "loss_cls": 0.29834, "loss": 0.29834, "time": 0.2265} +{"mode": "train", "epoch": 114, "iter": 600, "lr": 0.00353, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.9425, "top5_acc": 0.99562, "loss_cls": 0.30105, "loss": 0.30105, "time": 0.2261} +{"mode": "train", "epoch": 114, "iter": 700, "lr": 0.00352, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.95688, "top5_acc": 0.9975, "loss_cls": 0.27465, "loss": 0.27465, "time": 0.2276} +{"mode": "train", "epoch": 114, "iter": 800, "lr": 0.00351, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95, "top5_acc": 0.9975, "loss_cls": 0.29352, "loss": 0.29352, "time": 0.22642} +{"mode": "train", "epoch": 114, "iter": 900, "lr": 0.0035, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95, "top5_acc": 0.99562, "loss_cls": 0.27166, "loss": 0.27166, "time": 0.22541} +{"mode": "train", "epoch": 114, "iter": 1000, "lr": 0.0035, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.94062, "top5_acc": 0.99625, "loss_cls": 0.30266, "loss": 0.30266, "time": 0.22711} +{"mode": "train", "epoch": 114, "iter": 1100, "lr": 0.00349, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9425, "top5_acc": 0.99438, "loss_cls": 0.3223, "loss": 0.3223, "time": 0.22654} +{"mode": "train", "epoch": 114, "iter": 1200, "lr": 0.00348, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95312, "top5_acc": 0.99812, "loss_cls": 0.28475, "loss": 0.28475, "time": 0.22765} +{"mode": "train", "epoch": 114, "iter": 1300, "lr": 0.00347, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95188, "top5_acc": 0.99688, "loss_cls": 0.27142, "loss": 0.27142, "time": 0.22656} +{"mode": "train", "epoch": 114, "iter": 1400, "lr": 0.00347, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.94188, "top5_acc": 0.995, "loss_cls": 0.2961, "loss": 0.2961, "time": 0.2272} +{"mode": "train", "epoch": 114, "iter": 1500, "lr": 0.00346, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95, "top5_acc": 0.99812, "loss_cls": 0.28953, "loss": 0.28953, "time": 0.22673} +{"mode": "train", "epoch": 114, "iter": 1600, "lr": 0.00345, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95062, "top5_acc": 0.99562, "loss_cls": 0.30096, "loss": 0.30096, "time": 0.2269} +{"mode": "train", "epoch": 114, "iter": 1700, "lr": 0.00345, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.93562, "top5_acc": 0.99875, "loss_cls": 0.34897, "loss": 0.34897, "time": 0.22712} +{"mode": "train", "epoch": 114, "iter": 1800, "lr": 0.00344, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.94938, "top5_acc": 0.99625, "loss_cls": 0.27957, "loss": 0.27957, "time": 0.22726} +{"mode": "train", "epoch": 114, "iter": 1900, "lr": 0.00343, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.94312, "top5_acc": 0.99562, "loss_cls": 0.29707, "loss": 0.29707, "time": 0.2265} +{"mode": "train", "epoch": 114, "iter": 2000, "lr": 0.00342, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.95, "top5_acc": 0.995, "loss_cls": 0.28296, "loss": 0.28296, "time": 0.22724} +{"mode": "train", "epoch": 114, "iter": 2100, "lr": 0.00342, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94312, "top5_acc": 0.99625, "loss_cls": 0.33384, "loss": 0.33384, "time": 0.22619} +{"mode": "train", "epoch": 114, "iter": 2200, "lr": 0.00341, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94438, "top5_acc": 0.99625, "loss_cls": 0.28545, "loss": 0.28545, "time": 0.22676} +{"mode": "train", "epoch": 114, "iter": 2300, "lr": 0.0034, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9425, "top5_acc": 0.99562, "loss_cls": 0.32212, "loss": 0.32212, "time": 0.22651} +{"mode": "train", "epoch": 114, "iter": 2400, "lr": 0.0034, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94812, "top5_acc": 0.99438, "loss_cls": 0.30527, "loss": 0.30527, "time": 0.22752} +{"mode": "train", "epoch": 114, "iter": 2500, "lr": 0.00339, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94188, "top5_acc": 0.99688, "loss_cls": 0.30331, "loss": 0.30331, "time": 0.22685} +{"mode": "val", "epoch": 114, "iter": 1031, "lr": 0.00339, "top1_acc": 0.84545, "top5_acc": 0.97556} +{"mode": "train", "epoch": 115, "iter": 100, "lr": 0.00338, "memory": 6499, "data_time": 0.1974, "top1_acc": 0.95188, "top5_acc": 0.99812, "loss_cls": 0.26935, "loss": 0.26935, "time": 0.42489} +{"mode": "train", "epoch": 115, "iter": 200, "lr": 0.00337, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94812, "top5_acc": 0.99812, "loss_cls": 0.25836, "loss": 0.25836, "time": 0.22708} +{"mode": "train", "epoch": 115, "iter": 300, "lr": 0.00337, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95312, "top5_acc": 0.9975, "loss_cls": 0.26726, "loss": 0.26726, "time": 0.22779} +{"mode": "train", "epoch": 115, "iter": 400, "lr": 0.00336, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.95062, "top5_acc": 0.99688, "loss_cls": 0.26488, "loss": 0.26488, "time": 0.22756} +{"mode": "train", "epoch": 115, "iter": 500, "lr": 0.00335, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95, "top5_acc": 0.99625, "loss_cls": 0.26284, "loss": 0.26284, "time": 0.22744} +{"mode": "train", "epoch": 115, "iter": 600, "lr": 0.00335, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94562, "top5_acc": 0.9975, "loss_cls": 0.2632, "loss": 0.2632, "time": 0.22757} +{"mode": "train", "epoch": 115, "iter": 700, "lr": 0.00334, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.95875, "top5_acc": 0.99812, "loss_cls": 0.23519, "loss": 0.23519, "time": 0.22809} +{"mode": "train", "epoch": 115, "iter": 800, "lr": 0.00333, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.95, "top5_acc": 0.99812, "loss_cls": 0.25956, "loss": 0.25956, "time": 0.22717} +{"mode": "train", "epoch": 115, "iter": 900, "lr": 0.00332, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94688, "top5_acc": 0.99562, "loss_cls": 0.28097, "loss": 0.28097, "time": 0.22756} +{"mode": "train", "epoch": 115, "iter": 1000, "lr": 0.00332, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95625, "top5_acc": 0.99875, "loss_cls": 0.23886, "loss": 0.23886, "time": 0.22688} +{"mode": "train", "epoch": 115, "iter": 1100, "lr": 0.00331, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.95312, "top5_acc": 0.9975, "loss_cls": 0.24291, "loss": 0.24291, "time": 0.22756} +{"mode": "train", "epoch": 115, "iter": 1200, "lr": 0.0033, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95625, "top5_acc": 0.99875, "loss_cls": 0.23185, "loss": 0.23185, "time": 0.22845} +{"mode": "train", "epoch": 115, "iter": 1300, "lr": 0.0033, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.94625, "top5_acc": 0.99688, "loss_cls": 0.29412, "loss": 0.29412, "time": 0.2285} +{"mode": "train", "epoch": 115, "iter": 1400, "lr": 0.00329, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94438, "top5_acc": 0.99625, "loss_cls": 0.30234, "loss": 0.30234, "time": 0.2273} +{"mode": "train", "epoch": 115, "iter": 1500, "lr": 0.00328, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.95688, "top5_acc": 0.9975, "loss_cls": 0.25024, "loss": 0.25024, "time": 0.22699} +{"mode": "train", "epoch": 115, "iter": 1600, "lr": 0.00327, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.94438, "top5_acc": 0.99875, "loss_cls": 0.30334, "loss": 0.30334, "time": 0.22625} +{"mode": "train", "epoch": 115, "iter": 1700, "lr": 0.00327, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9475, "top5_acc": 0.995, "loss_cls": 0.29117, "loss": 0.29117, "time": 0.2278} +{"mode": "train", "epoch": 115, "iter": 1800, "lr": 0.00326, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95062, "top5_acc": 0.99625, "loss_cls": 0.26919, "loss": 0.26919, "time": 0.22753} +{"mode": "train", "epoch": 115, "iter": 1900, "lr": 0.00325, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94812, "top5_acc": 0.99562, "loss_cls": 0.29457, "loss": 0.29457, "time": 0.22746} +{"mode": "train", "epoch": 115, "iter": 2000, "lr": 0.00325, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.95688, "top5_acc": 0.9975, "loss_cls": 0.26748, "loss": 0.26748, "time": 0.22715} +{"mode": "train", "epoch": 115, "iter": 2100, "lr": 0.00324, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94812, "top5_acc": 0.99688, "loss_cls": 0.29215, "loss": 0.29215, "time": 0.22634} +{"mode": "train", "epoch": 115, "iter": 2200, "lr": 0.00323, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95, "top5_acc": 0.9975, "loss_cls": 0.30265, "loss": 0.30265, "time": 0.2269} +{"mode": "train", "epoch": 115, "iter": 2300, "lr": 0.00323, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.94312, "top5_acc": 0.99562, "loss_cls": 0.29658, "loss": 0.29658, "time": 0.22806} +{"mode": "train", "epoch": 115, "iter": 2400, "lr": 0.00322, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94375, "top5_acc": 0.99688, "loss_cls": 0.30397, "loss": 0.30397, "time": 0.22862} +{"mode": "train", "epoch": 115, "iter": 2500, "lr": 0.00321, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.9475, "top5_acc": 0.99625, "loss_cls": 0.29591, "loss": 0.29591, "time": 0.22808} +{"mode": "val", "epoch": 115, "iter": 1031, "lr": 0.00321, "top1_acc": 0.84958, "top5_acc": 0.97622} +{"mode": "train", "epoch": 116, "iter": 100, "lr": 0.0032, "memory": 6499, "data_time": 0.19493, "top1_acc": 0.95062, "top5_acc": 0.99625, "loss_cls": 0.25707, "loss": 0.25707, "time": 0.41973} +{"mode": "train", "epoch": 116, "iter": 200, "lr": 0.0032, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96312, "top5_acc": 0.99812, "loss_cls": 0.22199, "loss": 0.22199, "time": 0.22567} +{"mode": "train", "epoch": 116, "iter": 300, "lr": 0.00319, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95188, "top5_acc": 0.99875, "loss_cls": 0.27248, "loss": 0.27248, "time": 0.2256} +{"mode": "train", "epoch": 116, "iter": 400, "lr": 0.00318, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96062, "top5_acc": 0.9975, "loss_cls": 0.23568, "loss": 0.23568, "time": 0.22599} +{"mode": "train", "epoch": 116, "iter": 500, "lr": 0.00318, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.96, "top5_acc": 0.9975, "loss_cls": 0.23506, "loss": 0.23506, "time": 0.22632} +{"mode": "train", "epoch": 116, "iter": 600, "lr": 0.00317, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96188, "top5_acc": 0.9975, "loss_cls": 0.24263, "loss": 0.24263, "time": 0.2259} +{"mode": "train", "epoch": 116, "iter": 700, "lr": 0.00316, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96188, "top5_acc": 0.9975, "loss_cls": 0.21948, "loss": 0.21948, "time": 0.22576} +{"mode": "train", "epoch": 116, "iter": 800, "lr": 0.00316, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.94125, "top5_acc": 0.99812, "loss_cls": 0.27754, "loss": 0.27754, "time": 0.2283} +{"mode": "train", "epoch": 116, "iter": 900, "lr": 0.00315, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.9525, "top5_acc": 0.99812, "loss_cls": 0.2668, "loss": 0.2668, "time": 0.22605} +{"mode": "train", "epoch": 116, "iter": 1000, "lr": 0.00314, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.945, "top5_acc": 0.995, "loss_cls": 0.2797, "loss": 0.2797, "time": 0.22697} +{"mode": "train", "epoch": 116, "iter": 1100, "lr": 0.00313, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.94938, "top5_acc": 0.99625, "loss_cls": 0.28298, "loss": 0.28298, "time": 0.22735} +{"mode": "train", "epoch": 116, "iter": 1200, "lr": 0.00313, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.955, "top5_acc": 0.99688, "loss_cls": 0.25006, "loss": 0.25006, "time": 0.22704} +{"mode": "train", "epoch": 116, "iter": 1300, "lr": 0.00312, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95125, "top5_acc": 0.9975, "loss_cls": 0.26882, "loss": 0.26882, "time": 0.22729} +{"mode": "train", "epoch": 116, "iter": 1400, "lr": 0.00311, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9625, "top5_acc": 0.995, "loss_cls": 0.22992, "loss": 0.22992, "time": 0.22618} +{"mode": "train", "epoch": 116, "iter": 1500, "lr": 0.00311, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.955, "top5_acc": 0.99812, "loss_cls": 0.2332, "loss": 0.2332, "time": 0.22749} +{"mode": "train", "epoch": 116, "iter": 1600, "lr": 0.0031, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96562, "top5_acc": 0.9975, "loss_cls": 0.2342, "loss": 0.2342, "time": 0.22729} +{"mode": "train", "epoch": 116, "iter": 1700, "lr": 0.00309, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.94562, "top5_acc": 0.99812, "loss_cls": 0.27969, "loss": 0.27969, "time": 0.22563} +{"mode": "train", "epoch": 116, "iter": 1800, "lr": 0.00309, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9375, "top5_acc": 0.99688, "loss_cls": 0.30344, "loss": 0.30344, "time": 0.22698} +{"mode": "train", "epoch": 116, "iter": 1900, "lr": 0.00308, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94188, "top5_acc": 0.9975, "loss_cls": 0.30763, "loss": 0.30763, "time": 0.2267} +{"mode": "train", "epoch": 116, "iter": 2000, "lr": 0.00307, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94812, "top5_acc": 0.99688, "loss_cls": 0.298, "loss": 0.298, "time": 0.22657} +{"mode": "train", "epoch": 116, "iter": 2100, "lr": 0.00307, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95312, "top5_acc": 0.99812, "loss_cls": 0.26311, "loss": 0.26311, "time": 0.22684} +{"mode": "train", "epoch": 116, "iter": 2200, "lr": 0.00306, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.955, "top5_acc": 1.0, "loss_cls": 0.25285, "loss": 0.25285, "time": 0.22622} +{"mode": "train", "epoch": 116, "iter": 2300, "lr": 0.00305, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.945, "top5_acc": 0.99625, "loss_cls": 0.3091, "loss": 0.3091, "time": 0.22629} +{"mode": "train", "epoch": 116, "iter": 2400, "lr": 0.00304, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94375, "top5_acc": 0.99875, "loss_cls": 0.27446, "loss": 0.27446, "time": 0.22625} +{"mode": "train", "epoch": 116, "iter": 2500, "lr": 0.00304, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.94438, "top5_acc": 0.99688, "loss_cls": 0.28745, "loss": 0.28745, "time": 0.22693} +{"mode": "val", "epoch": 116, "iter": 1031, "lr": 0.00304, "top1_acc": 0.84946, "top5_acc": 0.97477} +{"mode": "train", "epoch": 117, "iter": 100, "lr": 0.00303, "memory": 6499, "data_time": 0.20061, "top1_acc": 0.96125, "top5_acc": 0.9975, "loss_cls": 0.22078, "loss": 0.22078, "time": 0.42778} +{"mode": "train", "epoch": 117, "iter": 200, "lr": 0.00302, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9625, "top5_acc": 0.99938, "loss_cls": 0.19802, "loss": 0.19802, "time": 0.22628} +{"mode": "train", "epoch": 117, "iter": 300, "lr": 0.00302, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9625, "top5_acc": 0.99938, "loss_cls": 0.22562, "loss": 0.22562, "time": 0.22846} +{"mode": "train", "epoch": 117, "iter": 400, "lr": 0.00301, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94812, "top5_acc": 0.9975, "loss_cls": 0.26195, "loss": 0.26195, "time": 0.22606} +{"mode": "train", "epoch": 117, "iter": 500, "lr": 0.003, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9575, "top5_acc": 0.99875, "loss_cls": 0.24052, "loss": 0.24052, "time": 0.22635} +{"mode": "train", "epoch": 117, "iter": 600, "lr": 0.003, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94938, "top5_acc": 0.99562, "loss_cls": 0.29126, "loss": 0.29126, "time": 0.22746} +{"mode": "train", "epoch": 117, "iter": 700, "lr": 0.00299, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.955, "top5_acc": 0.99688, "loss_cls": 0.26464, "loss": 0.26464, "time": 0.22734} +{"mode": "train", "epoch": 117, "iter": 800, "lr": 0.00298, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95812, "top5_acc": 0.99812, "loss_cls": 0.22188, "loss": 0.22188, "time": 0.22703} +{"mode": "train", "epoch": 117, "iter": 900, "lr": 0.00298, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95312, "top5_acc": 0.9975, "loss_cls": 0.25279, "loss": 0.25279, "time": 0.22688} +{"mode": "train", "epoch": 117, "iter": 1000, "lr": 0.00297, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9575, "top5_acc": 0.9975, "loss_cls": 0.23145, "loss": 0.23145, "time": 0.22647} +{"mode": "train", "epoch": 117, "iter": 1100, "lr": 0.00296, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96062, "top5_acc": 0.99938, "loss_cls": 0.21458, "loss": 0.21458, "time": 0.22754} +{"mode": "train", "epoch": 117, "iter": 1200, "lr": 0.00296, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.94562, "top5_acc": 0.99812, "loss_cls": 0.26362, "loss": 0.26362, "time": 0.22854} +{"mode": "train", "epoch": 117, "iter": 1300, "lr": 0.00295, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.95312, "top5_acc": 0.9975, "loss_cls": 0.23747, "loss": 0.23747, "time": 0.22732} +{"mode": "train", "epoch": 117, "iter": 1400, "lr": 0.00294, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95312, "top5_acc": 0.99875, "loss_cls": 0.2465, "loss": 0.2465, "time": 0.22511} +{"mode": "train", "epoch": 117, "iter": 1500, "lr": 0.00294, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96062, "top5_acc": 0.99875, "loss_cls": 0.23524, "loss": 0.23524, "time": 0.226} +{"mode": "train", "epoch": 117, "iter": 1600, "lr": 0.00293, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.96062, "top5_acc": 1.0, "loss_cls": 0.21747, "loss": 0.21747, "time": 0.22795} +{"mode": "train", "epoch": 117, "iter": 1700, "lr": 0.00292, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95312, "top5_acc": 0.99812, "loss_cls": 0.2467, "loss": 0.2467, "time": 0.22586} +{"mode": "train", "epoch": 117, "iter": 1800, "lr": 0.00292, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96, "top5_acc": 0.9975, "loss_cls": 0.21327, "loss": 0.21327, "time": 0.22554} +{"mode": "train", "epoch": 117, "iter": 1900, "lr": 0.00291, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95562, "top5_acc": 0.99875, "loss_cls": 0.24922, "loss": 0.24922, "time": 0.22553} +{"mode": "train", "epoch": 117, "iter": 2000, "lr": 0.0029, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9475, "top5_acc": 0.99562, "loss_cls": 0.27854, "loss": 0.27854, "time": 0.226} +{"mode": "train", "epoch": 117, "iter": 2100, "lr": 0.0029, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.93812, "top5_acc": 0.99812, "loss_cls": 0.29896, "loss": 0.29896, "time": 0.2271} +{"mode": "train", "epoch": 117, "iter": 2200, "lr": 0.00289, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96062, "top5_acc": 0.99812, "loss_cls": 0.24245, "loss": 0.24245, "time": 0.22568} +{"mode": "train", "epoch": 117, "iter": 2300, "lr": 0.00288, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95188, "top5_acc": 0.99625, "loss_cls": 0.25985, "loss": 0.25985, "time": 0.22586} +{"mode": "train", "epoch": 117, "iter": 2400, "lr": 0.00288, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95, "top5_acc": 0.9975, "loss_cls": 0.25977, "loss": 0.25977, "time": 0.2264} +{"mode": "train", "epoch": 117, "iter": 2500, "lr": 0.00287, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.955, "top5_acc": 0.99812, "loss_cls": 0.22814, "loss": 0.22814, "time": 0.22628} +{"mode": "val", "epoch": 117, "iter": 1031, "lr": 0.00287, "top1_acc": 0.86116, "top5_acc": 0.97732} +{"mode": "train", "epoch": 118, "iter": 100, "lr": 0.00286, "memory": 6499, "data_time": 0.20136, "top1_acc": 0.96438, "top5_acc": 0.99812, "loss_cls": 0.2144, "loss": 0.2144, "time": 0.42834} +{"mode": "train", "epoch": 118, "iter": 200, "lr": 0.00286, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9675, "top5_acc": 0.9975, "loss_cls": 0.19497, "loss": 0.19497, "time": 0.22571} +{"mode": "train", "epoch": 118, "iter": 300, "lr": 0.00285, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96312, "top5_acc": 0.99625, "loss_cls": 0.21951, "loss": 0.21951, "time": 0.22664} +{"mode": "train", "epoch": 118, "iter": 400, "lr": 0.00284, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96438, "top5_acc": 0.9975, "loss_cls": 0.22093, "loss": 0.22093, "time": 0.22728} +{"mode": "train", "epoch": 118, "iter": 500, "lr": 0.00284, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9575, "top5_acc": 0.99938, "loss_cls": 0.24822, "loss": 0.24822, "time": 0.22662} +{"mode": "train", "epoch": 118, "iter": 600, "lr": 0.00283, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96375, "top5_acc": 0.99812, "loss_cls": 0.19865, "loss": 0.19865, "time": 0.22696} +{"mode": "train", "epoch": 118, "iter": 700, "lr": 0.00282, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96375, "top5_acc": 0.99875, "loss_cls": 0.21706, "loss": 0.21706, "time": 0.22748} +{"mode": "train", "epoch": 118, "iter": 800, "lr": 0.00282, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96875, "top5_acc": 0.99875, "loss_cls": 0.20189, "loss": 0.20189, "time": 0.22641} +{"mode": "train", "epoch": 118, "iter": 900, "lr": 0.00281, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95625, "top5_acc": 0.99875, "loss_cls": 0.2234, "loss": 0.2234, "time": 0.22574} +{"mode": "train", "epoch": 118, "iter": 1000, "lr": 0.0028, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96125, "top5_acc": 0.99562, "loss_cls": 0.22345, "loss": 0.22345, "time": 0.22643} +{"mode": "train", "epoch": 118, "iter": 1100, "lr": 0.0028, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.9625, "top5_acc": 0.99938, "loss_cls": 0.20489, "loss": 0.20489, "time": 0.22812} +{"mode": "train", "epoch": 118, "iter": 1200, "lr": 0.00279, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95062, "top5_acc": 0.99812, "loss_cls": 0.26531, "loss": 0.26531, "time": 0.22698} +{"mode": "train", "epoch": 118, "iter": 1300, "lr": 0.00278, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.95688, "top5_acc": 0.99562, "loss_cls": 0.23752, "loss": 0.23752, "time": 0.22614} +{"mode": "train", "epoch": 118, "iter": 1400, "lr": 0.00278, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96, "top5_acc": 0.995, "loss_cls": 0.21703, "loss": 0.21703, "time": 0.22569} +{"mode": "train", "epoch": 118, "iter": 1500, "lr": 0.00277, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95812, "top5_acc": 0.99688, "loss_cls": 0.26403, "loss": 0.26403, "time": 0.22727} +{"mode": "train", "epoch": 118, "iter": 1600, "lr": 0.00276, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.9525, "top5_acc": 0.995, "loss_cls": 0.25147, "loss": 0.25147, "time": 0.22718} +{"mode": "train", "epoch": 118, "iter": 1700, "lr": 0.00276, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.96062, "top5_acc": 0.99875, "loss_cls": 0.22032, "loss": 0.22032, "time": 0.22619} +{"mode": "train", "epoch": 118, "iter": 1800, "lr": 0.00275, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.94438, "top5_acc": 0.99875, "loss_cls": 0.28379, "loss": 0.28379, "time": 0.22692} +{"mode": "train", "epoch": 118, "iter": 1900, "lr": 0.00274, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.945, "top5_acc": 0.99875, "loss_cls": 0.26794, "loss": 0.26794, "time": 0.22555} +{"mode": "train", "epoch": 118, "iter": 2000, "lr": 0.00274, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97, "top5_acc": 0.99875, "loss_cls": 0.20185, "loss": 0.20185, "time": 0.2263} +{"mode": "train", "epoch": 118, "iter": 2100, "lr": 0.00273, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96375, "top5_acc": 0.99938, "loss_cls": 0.20656, "loss": 0.20656, "time": 0.22673} +{"mode": "train", "epoch": 118, "iter": 2200, "lr": 0.00272, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95688, "top5_acc": 0.99875, "loss_cls": 0.25245, "loss": 0.25245, "time": 0.22651} +{"mode": "train", "epoch": 118, "iter": 2300, "lr": 0.00272, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.965, "top5_acc": 1.0, "loss_cls": 0.21055, "loss": 0.21055, "time": 0.22666} +{"mode": "train", "epoch": 118, "iter": 2400, "lr": 0.00271, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95312, "top5_acc": 0.9975, "loss_cls": 0.2633, "loss": 0.2633, "time": 0.22656} +{"mode": "train", "epoch": 118, "iter": 2500, "lr": 0.0027, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95375, "top5_acc": 0.99688, "loss_cls": 0.23906, "loss": 0.23906, "time": 0.22655} +{"mode": "val", "epoch": 118, "iter": 1031, "lr": 0.0027, "top1_acc": 0.84485, "top5_acc": 0.97016} +{"mode": "train", "epoch": 119, "iter": 100, "lr": 0.0027, "memory": 6499, "data_time": 0.20059, "top1_acc": 0.96438, "top5_acc": 0.99938, "loss_cls": 0.2105, "loss": 0.2105, "time": 0.42788} +{"mode": "train", "epoch": 119, "iter": 200, "lr": 0.00269, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96688, "top5_acc": 0.99812, "loss_cls": 0.18732, "loss": 0.18732, "time": 0.22757} +{"mode": "train", "epoch": 119, "iter": 300, "lr": 0.00268, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96438, "top5_acc": 0.995, "loss_cls": 0.21637, "loss": 0.21637, "time": 0.22714} +{"mode": "train", "epoch": 119, "iter": 400, "lr": 0.00268, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.184, "loss": 0.184, "time": 0.22608} +{"mode": "train", "epoch": 119, "iter": 500, "lr": 0.00267, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96625, "top5_acc": 0.99812, "loss_cls": 0.1926, "loss": 0.1926, "time": 0.22786} +{"mode": "train", "epoch": 119, "iter": 600, "lr": 0.00267, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.96562, "top5_acc": 0.99812, "loss_cls": 0.20141, "loss": 0.20141, "time": 0.22635} +{"mode": "train", "epoch": 119, "iter": 700, "lr": 0.00266, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.9625, "top5_acc": 0.99812, "loss_cls": 0.23242, "loss": 0.23242, "time": 0.22654} +{"mode": "train", "epoch": 119, "iter": 800, "lr": 0.00265, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96375, "top5_acc": 0.99875, "loss_cls": 0.21309, "loss": 0.21309, "time": 0.2263} +{"mode": "train", "epoch": 119, "iter": 900, "lr": 0.00265, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.20575, "loss": 0.20575, "time": 0.22669} +{"mode": "train", "epoch": 119, "iter": 1000, "lr": 0.00264, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96062, "top5_acc": 0.99688, "loss_cls": 0.21803, "loss": 0.21803, "time": 0.22786} +{"mode": "train", "epoch": 119, "iter": 1100, "lr": 0.00263, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.96062, "top5_acc": 0.99625, "loss_cls": 0.25395, "loss": 0.25395, "time": 0.22777} +{"mode": "train", "epoch": 119, "iter": 1200, "lr": 0.00263, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95938, "top5_acc": 0.99938, "loss_cls": 0.21255, "loss": 0.21255, "time": 0.22694} +{"mode": "train", "epoch": 119, "iter": 1300, "lr": 0.00262, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95812, "top5_acc": 0.99938, "loss_cls": 0.21244, "loss": 0.21244, "time": 0.22637} +{"mode": "train", "epoch": 119, "iter": 1400, "lr": 0.00261, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96062, "top5_acc": 0.99812, "loss_cls": 0.21469, "loss": 0.21469, "time": 0.22662} +{"mode": "train", "epoch": 119, "iter": 1500, "lr": 0.00261, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96062, "top5_acc": 1.0, "loss_cls": 0.20358, "loss": 0.20358, "time": 0.22717} +{"mode": "train", "epoch": 119, "iter": 1600, "lr": 0.0026, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96438, "top5_acc": 0.99812, "loss_cls": 0.19453, "loss": 0.19453, "time": 0.22653} +{"mode": "train", "epoch": 119, "iter": 1700, "lr": 0.00259, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96188, "top5_acc": 0.9975, "loss_cls": 0.2199, "loss": 0.2199, "time": 0.22671} +{"mode": "train", "epoch": 119, "iter": 1800, "lr": 0.00259, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9525, "top5_acc": 0.99812, "loss_cls": 0.24257, "loss": 0.24257, "time": 0.2273} +{"mode": "train", "epoch": 119, "iter": 1900, "lr": 0.00258, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95812, "top5_acc": 0.99875, "loss_cls": 0.24496, "loss": 0.24496, "time": 0.22727} +{"mode": "train", "epoch": 119, "iter": 2000, "lr": 0.00258, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.19913, "loss": 0.19913, "time": 0.22604} +{"mode": "train", "epoch": 119, "iter": 2100, "lr": 0.00257, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96062, "top5_acc": 0.99688, "loss_cls": 0.23481, "loss": 0.23481, "time": 0.22623} +{"mode": "train", "epoch": 119, "iter": 2200, "lr": 0.00256, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96812, "top5_acc": 0.99875, "loss_cls": 0.21166, "loss": 0.21166, "time": 0.22701} +{"mode": "train", "epoch": 119, "iter": 2300, "lr": 0.00256, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95875, "top5_acc": 0.99562, "loss_cls": 0.24049, "loss": 0.24049, "time": 0.22722} +{"mode": "train", "epoch": 119, "iter": 2400, "lr": 0.00255, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.95125, "top5_acc": 0.99688, "loss_cls": 0.25617, "loss": 0.25617, "time": 0.22629} +{"mode": "train", "epoch": 119, "iter": 2500, "lr": 0.00254, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95125, "top5_acc": 0.99688, "loss_cls": 0.27268, "loss": 0.27268, "time": 0.22701} +{"mode": "val", "epoch": 119, "iter": 1031, "lr": 0.00254, "top1_acc": 0.85795, "top5_acc": 0.97604} +{"mode": "train", "epoch": 120, "iter": 100, "lr": 0.00254, "memory": 6499, "data_time": 0.20508, "top1_acc": 0.97062, "top5_acc": 0.99875, "loss_cls": 0.18878, "loss": 0.18878, "time": 0.43122} +{"mode": "train", "epoch": 120, "iter": 200, "lr": 0.00253, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.96625, "top5_acc": 1.0, "loss_cls": 0.18345, "loss": 0.18345, "time": 0.22628} +{"mode": "train", "epoch": 120, "iter": 300, "lr": 0.00252, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.96875, "top5_acc": 0.99938, "loss_cls": 0.19124, "loss": 0.19124, "time": 0.22711} +{"mode": "train", "epoch": 120, "iter": 400, "lr": 0.00252, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.17065, "loss": 0.17065, "time": 0.22668} +{"mode": "train", "epoch": 120, "iter": 500, "lr": 0.00251, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.96625, "top5_acc": 1.0, "loss_cls": 0.18825, "loss": 0.18825, "time": 0.22685} +{"mode": "train", "epoch": 120, "iter": 600, "lr": 0.00251, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.965, "top5_acc": 0.99875, "loss_cls": 0.18912, "loss": 0.18912, "time": 0.22543} +{"mode": "train", "epoch": 120, "iter": 700, "lr": 0.0025, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.96562, "top5_acc": 0.9975, "loss_cls": 0.18454, "loss": 0.18454, "time": 0.22504} +{"mode": "train", "epoch": 120, "iter": 800, "lr": 0.00249, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96875, "top5_acc": 0.9975, "loss_cls": 0.2016, "loss": 0.2016, "time": 0.22712} +{"mode": "train", "epoch": 120, "iter": 900, "lr": 0.00249, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.16241, "loss": 0.16241, "time": 0.22661} +{"mode": "train", "epoch": 120, "iter": 1000, "lr": 0.00248, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96688, "top5_acc": 0.99812, "loss_cls": 0.19032, "loss": 0.19032, "time": 0.22663} +{"mode": "train", "epoch": 120, "iter": 1100, "lr": 0.00247, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.95875, "top5_acc": 0.99688, "loss_cls": 0.20967, "loss": 0.20967, "time": 0.22672} +{"mode": "train", "epoch": 120, "iter": 1200, "lr": 0.00247, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96062, "top5_acc": 0.99812, "loss_cls": 0.22039, "loss": 0.22039, "time": 0.22613} +{"mode": "train", "epoch": 120, "iter": 1300, "lr": 0.00246, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.16443, "loss": 0.16443, "time": 0.22625} +{"mode": "train", "epoch": 120, "iter": 1400, "lr": 0.00246, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.96125, "top5_acc": 0.9975, "loss_cls": 0.20681, "loss": 0.20681, "time": 0.22881} +{"mode": "train", "epoch": 120, "iter": 1500, "lr": 0.00245, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96062, "top5_acc": 0.99938, "loss_cls": 0.22525, "loss": 0.22525, "time": 0.22648} +{"mode": "train", "epoch": 120, "iter": 1600, "lr": 0.00244, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.965, "top5_acc": 0.995, "loss_cls": 0.22846, "loss": 0.22846, "time": 0.22642} +{"mode": "train", "epoch": 120, "iter": 1700, "lr": 0.00244, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.95875, "top5_acc": 0.99812, "loss_cls": 0.22464, "loss": 0.22464, "time": 0.22681} +{"mode": "train", "epoch": 120, "iter": 1800, "lr": 0.00243, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95938, "top5_acc": 0.99812, "loss_cls": 0.21006, "loss": 0.21006, "time": 0.22562} +{"mode": "train", "epoch": 120, "iter": 1900, "lr": 0.00242, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.17558, "loss": 0.17558, "time": 0.22742} +{"mode": "train", "epoch": 120, "iter": 2000, "lr": 0.00242, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9625, "top5_acc": 0.99812, "loss_cls": 0.21639, "loss": 0.21639, "time": 0.22671} +{"mode": "train", "epoch": 120, "iter": 2100, "lr": 0.00241, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.965, "top5_acc": 0.99812, "loss_cls": 0.20503, "loss": 0.20503, "time": 0.2266} +{"mode": "train", "epoch": 120, "iter": 2200, "lr": 0.00241, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.96125, "top5_acc": 0.99812, "loss_cls": 0.22273, "loss": 0.22273, "time": 0.22734} +{"mode": "train", "epoch": 120, "iter": 2300, "lr": 0.0024, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96312, "top5_acc": 0.9975, "loss_cls": 0.20236, "loss": 0.20236, "time": 0.22651} +{"mode": "train", "epoch": 120, "iter": 2400, "lr": 0.00239, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97125, "top5_acc": 0.99938, "loss_cls": 0.18266, "loss": 0.18266, "time": 0.22579} +{"mode": "train", "epoch": 120, "iter": 2500, "lr": 0.00239, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95812, "top5_acc": 0.99938, "loss_cls": 0.21764, "loss": 0.21764, "time": 0.22605} +{"mode": "val", "epoch": 120, "iter": 1031, "lr": 0.00239, "top1_acc": 0.85273, "top5_acc": 0.97513} +{"mode": "train", "epoch": 121, "iter": 100, "lr": 0.00238, "memory": 6499, "data_time": 0.19815, "top1_acc": 0.97312, "top5_acc": 0.99875, "loss_cls": 0.16895, "loss": 0.16895, "time": 0.42559} +{"mode": "train", "epoch": 121, "iter": 200, "lr": 0.00238, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.17885, "loss": 0.17885, "time": 0.22587} +{"mode": "train", "epoch": 121, "iter": 300, "lr": 0.00237, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97375, "top5_acc": 0.99938, "loss_cls": 0.15653, "loss": 0.15653, "time": 0.2254} +{"mode": "train", "epoch": 121, "iter": 400, "lr": 0.00236, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9725, "top5_acc": 0.99938, "loss_cls": 0.16699, "loss": 0.16699, "time": 0.22654} +{"mode": "train", "epoch": 121, "iter": 500, "lr": 0.00236, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97188, "top5_acc": 0.99812, "loss_cls": 0.16378, "loss": 0.16378, "time": 0.22765} +{"mode": "train", "epoch": 121, "iter": 600, "lr": 0.00235, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97875, "top5_acc": 0.9975, "loss_cls": 0.14977, "loss": 0.14977, "time": 0.22714} +{"mode": "train", "epoch": 121, "iter": 700, "lr": 0.00234, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96, "top5_acc": 0.99812, "loss_cls": 0.1907, "loss": 0.1907, "time": 0.2274} +{"mode": "train", "epoch": 121, "iter": 800, "lr": 0.00234, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96188, "top5_acc": 0.99688, "loss_cls": 0.20698, "loss": 0.20698, "time": 0.22721} +{"mode": "train", "epoch": 121, "iter": 900, "lr": 0.00233, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96875, "top5_acc": 1.0, "loss_cls": 0.19484, "loss": 0.19484, "time": 0.22619} +{"mode": "train", "epoch": 121, "iter": 1000, "lr": 0.00233, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.96938, "top5_acc": 0.9975, "loss_cls": 0.17835, "loss": 0.17835, "time": 0.22566} +{"mode": "train", "epoch": 121, "iter": 1100, "lr": 0.00232, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.17033, "loss": 0.17033, "time": 0.22533} +{"mode": "train", "epoch": 121, "iter": 1200, "lr": 0.00231, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96062, "top5_acc": 0.99938, "loss_cls": 0.21706, "loss": 0.21706, "time": 0.22664} +{"mode": "train", "epoch": 121, "iter": 1300, "lr": 0.00231, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96062, "top5_acc": 0.99875, "loss_cls": 0.20966, "loss": 0.20966, "time": 0.22572} +{"mode": "train", "epoch": 121, "iter": 1400, "lr": 0.0023, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.96625, "top5_acc": 0.99562, "loss_cls": 0.21351, "loss": 0.21351, "time": 0.22693} +{"mode": "train", "epoch": 121, "iter": 1500, "lr": 0.0023, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96312, "top5_acc": 0.9975, "loss_cls": 0.206, "loss": 0.206, "time": 0.2268} +{"mode": "train", "epoch": 121, "iter": 1600, "lr": 0.00229, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.97188, "top5_acc": 0.99875, "loss_cls": 0.18028, "loss": 0.18028, "time": 0.22732} +{"mode": "train", "epoch": 121, "iter": 1700, "lr": 0.00228, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.19084, "loss": 0.19084, "time": 0.22677} +{"mode": "train", "epoch": 121, "iter": 1800, "lr": 0.00228, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97188, "top5_acc": 0.99875, "loss_cls": 0.17685, "loss": 0.17685, "time": 0.22741} +{"mode": "train", "epoch": 121, "iter": 1900, "lr": 0.00227, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.95625, "top5_acc": 0.99938, "loss_cls": 0.20572, "loss": 0.20572, "time": 0.22669} +{"mode": "train", "epoch": 121, "iter": 2000, "lr": 0.00227, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96312, "top5_acc": 0.99875, "loss_cls": 0.18784, "loss": 0.18784, "time": 0.22777} +{"mode": "train", "epoch": 121, "iter": 2100, "lr": 0.00226, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96562, "top5_acc": 1.0, "loss_cls": 0.1944, "loss": 0.1944, "time": 0.22638} +{"mode": "train", "epoch": 121, "iter": 2200, "lr": 0.00225, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.955, "top5_acc": 0.9975, "loss_cls": 0.25191, "loss": 0.25191, "time": 0.22655} +{"mode": "train", "epoch": 121, "iter": 2300, "lr": 0.00225, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97062, "top5_acc": 0.99938, "loss_cls": 0.16972, "loss": 0.16972, "time": 0.22657} +{"mode": "train", "epoch": 121, "iter": 2400, "lr": 0.00224, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.96312, "top5_acc": 0.99875, "loss_cls": 0.20582, "loss": 0.20582, "time": 0.22661} +{"mode": "train", "epoch": 121, "iter": 2500, "lr": 0.00224, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.96188, "top5_acc": 1.0, "loss_cls": 0.20671, "loss": 0.20671, "time": 0.22643} +{"mode": "val", "epoch": 121, "iter": 1031, "lr": 0.00224, "top1_acc": 0.86941, "top5_acc": 0.97701} +{"mode": "train", "epoch": 122, "iter": 100, "lr": 0.00223, "memory": 6499, "data_time": 0.19953, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.15671, "loss": 0.15671, "time": 0.42606} +{"mode": "train", "epoch": 122, "iter": 200, "lr": 0.00222, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96875, "top5_acc": 0.99812, "loss_cls": 0.17241, "loss": 0.17241, "time": 0.22562} +{"mode": "train", "epoch": 122, "iter": 300, "lr": 0.00222, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97062, "top5_acc": 0.99812, "loss_cls": 0.18839, "loss": 0.18839, "time": 0.22637} +{"mode": "train", "epoch": 122, "iter": 400, "lr": 0.00221, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9725, "top5_acc": 0.99875, "loss_cls": 0.15578, "loss": 0.15578, "time": 0.22485} +{"mode": "train", "epoch": 122, "iter": 500, "lr": 0.00221, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97625, "top5_acc": 0.99812, "loss_cls": 0.15954, "loss": 0.15954, "time": 0.22609} +{"mode": "train", "epoch": 122, "iter": 600, "lr": 0.0022, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.9725, "top5_acc": 0.99938, "loss_cls": 0.16066, "loss": 0.16066, "time": 0.22576} +{"mode": "train", "epoch": 122, "iter": 700, "lr": 0.00219, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.15281, "loss": 0.15281, "time": 0.22617} +{"mode": "train", "epoch": 122, "iter": 800, "lr": 0.00219, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.14879, "loss": 0.14879, "time": 0.22709} +{"mode": "train", "epoch": 122, "iter": 900, "lr": 0.00218, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.14616, "loss": 0.14616, "time": 0.22641} +{"mode": "train", "epoch": 122, "iter": 1000, "lr": 0.00218, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97375, "top5_acc": 0.99812, "loss_cls": 0.16467, "loss": 0.16467, "time": 0.2275} +{"mode": "train", "epoch": 122, "iter": 1100, "lr": 0.00217, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96938, "top5_acc": 0.99875, "loss_cls": 0.18287, "loss": 0.18287, "time": 0.22626} +{"mode": "train", "epoch": 122, "iter": 1200, "lr": 0.00216, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97, "top5_acc": 0.99812, "loss_cls": 0.17285, "loss": 0.17285, "time": 0.22668} +{"mode": "train", "epoch": 122, "iter": 1300, "lr": 0.00216, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.97, "top5_acc": 0.99812, "loss_cls": 0.18213, "loss": 0.18213, "time": 0.22542} +{"mode": "train", "epoch": 122, "iter": 1400, "lr": 0.00215, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.97125, "top5_acc": 0.99812, "loss_cls": 0.18869, "loss": 0.18869, "time": 0.22635} +{"mode": "train", "epoch": 122, "iter": 1500, "lr": 0.00215, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.96562, "top5_acc": 0.9975, "loss_cls": 0.18369, "loss": 0.18369, "time": 0.22596} +{"mode": "train", "epoch": 122, "iter": 1600, "lr": 0.00214, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.1301, "loss": 0.1301, "time": 0.22632} +{"mode": "train", "epoch": 122, "iter": 1700, "lr": 0.00214, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.96312, "top5_acc": 0.99938, "loss_cls": 0.19121, "loss": 0.19121, "time": 0.22648} +{"mode": "train", "epoch": 122, "iter": 1800, "lr": 0.00213, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97438, "top5_acc": 0.99938, "loss_cls": 0.15156, "loss": 0.15156, "time": 0.2268} +{"mode": "train", "epoch": 122, "iter": 1900, "lr": 0.00212, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96562, "top5_acc": 0.99938, "loss_cls": 0.18236, "loss": 0.18236, "time": 0.22622} +{"mode": "train", "epoch": 122, "iter": 2000, "lr": 0.00212, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97062, "top5_acc": 0.99938, "loss_cls": 0.18554, "loss": 0.18554, "time": 0.22597} +{"mode": "train", "epoch": 122, "iter": 2100, "lr": 0.00211, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.15536, "loss": 0.15536, "time": 0.22705} +{"mode": "train", "epoch": 122, "iter": 2200, "lr": 0.00211, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.96875, "top5_acc": 0.99938, "loss_cls": 0.16655, "loss": 0.16655, "time": 0.22605} +{"mode": "train", "epoch": 122, "iter": 2300, "lr": 0.0021, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97125, "top5_acc": 0.99938, "loss_cls": 0.17912, "loss": 0.17912, "time": 0.22581} +{"mode": "train", "epoch": 122, "iter": 2400, "lr": 0.00209, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96875, "top5_acc": 0.99875, "loss_cls": 0.16818, "loss": 0.16818, "time": 0.22615} +{"mode": "train", "epoch": 122, "iter": 2500, "lr": 0.00209, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.96125, "top5_acc": 0.99938, "loss_cls": 0.20288, "loss": 0.20288, "time": 0.22544} +{"mode": "val", "epoch": 122, "iter": 1031, "lr": 0.00209, "top1_acc": 0.85989, "top5_acc": 0.97616} +{"mode": "train", "epoch": 123, "iter": 100, "lr": 0.00208, "memory": 6499, "data_time": 0.19419, "top1_acc": 0.97562, "top5_acc": 0.99812, "loss_cls": 0.14831, "loss": 0.14831, "time": 0.42038} +{"mode": "train", "epoch": 123, "iter": 200, "lr": 0.00208, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97312, "top5_acc": 0.99875, "loss_cls": 0.15782, "loss": 0.15782, "time": 0.22647} +{"mode": "train", "epoch": 123, "iter": 300, "lr": 0.00207, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96688, "top5_acc": 0.99812, "loss_cls": 0.18668, "loss": 0.18668, "time": 0.22631} +{"mode": "train", "epoch": 123, "iter": 400, "lr": 0.00207, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.13736, "loss": 0.13736, "time": 0.22567} +{"mode": "train", "epoch": 123, "iter": 500, "lr": 0.00206, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97125, "top5_acc": 0.99812, "loss_cls": 0.15237, "loss": 0.15237, "time": 0.22608} +{"mode": "train", "epoch": 123, "iter": 600, "lr": 0.00205, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97375, "top5_acc": 0.99875, "loss_cls": 0.17026, "loss": 0.17026, "time": 0.22667} +{"mode": "train", "epoch": 123, "iter": 700, "lr": 0.00205, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.13895, "loss": 0.13895, "time": 0.22601} +{"mode": "train", "epoch": 123, "iter": 800, "lr": 0.00204, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97438, "top5_acc": 0.99938, "loss_cls": 0.15191, "loss": 0.15191, "time": 0.22685} +{"mode": "train", "epoch": 123, "iter": 900, "lr": 0.00204, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.97562, "top5_acc": 0.99938, "loss_cls": 0.15827, "loss": 0.15827, "time": 0.22656} +{"mode": "train", "epoch": 123, "iter": 1000, "lr": 0.00203, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.14557, "loss": 0.14557, "time": 0.22631} +{"mode": "train", "epoch": 123, "iter": 1100, "lr": 0.00203, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.16836, "loss": 0.16836, "time": 0.22681} +{"mode": "train", "epoch": 123, "iter": 1200, "lr": 0.00202, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.97, "top5_acc": 0.99875, "loss_cls": 0.16764, "loss": 0.16764, "time": 0.22645} +{"mode": "train", "epoch": 123, "iter": 1300, "lr": 0.00201, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.16485, "loss": 0.16485, "time": 0.22674} +{"mode": "train", "epoch": 123, "iter": 1400, "lr": 0.00201, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97625, "top5_acc": 0.99938, "loss_cls": 0.15156, "loss": 0.15156, "time": 0.22676} +{"mode": "train", "epoch": 123, "iter": 1500, "lr": 0.002, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96688, "top5_acc": 0.9975, "loss_cls": 0.18249, "loss": 0.18249, "time": 0.22733} +{"mode": "train", "epoch": 123, "iter": 1600, "lr": 0.002, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97125, "top5_acc": 0.99938, "loss_cls": 0.16153, "loss": 0.16153, "time": 0.22667} +{"mode": "train", "epoch": 123, "iter": 1700, "lr": 0.00199, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97312, "top5_acc": 0.99875, "loss_cls": 0.16535, "loss": 0.16535, "time": 0.22653} +{"mode": "train", "epoch": 123, "iter": 1800, "lr": 0.00199, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.13356, "loss": 0.13356, "time": 0.2261} +{"mode": "train", "epoch": 123, "iter": 1900, "lr": 0.00198, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 0.17379, "loss": 0.17379, "time": 0.22727} +{"mode": "train", "epoch": 123, "iter": 2000, "lr": 0.00197, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.15663, "loss": 0.15663, "time": 0.22688} +{"mode": "train", "epoch": 123, "iter": 2100, "lr": 0.00197, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97, "top5_acc": 0.99875, "loss_cls": 0.16594, "loss": 0.16594, "time": 0.22631} +{"mode": "train", "epoch": 123, "iter": 2200, "lr": 0.00196, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.1296, "loss": 0.1296, "time": 0.22556} +{"mode": "train", "epoch": 123, "iter": 2300, "lr": 0.00196, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.18668, "loss": 0.18668, "time": 0.22613} +{"mode": "train", "epoch": 123, "iter": 2400, "lr": 0.00195, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.96438, "top5_acc": 0.99688, "loss_cls": 0.19846, "loss": 0.19846, "time": 0.22604} +{"mode": "train", "epoch": 123, "iter": 2500, "lr": 0.00195, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97438, "top5_acc": 0.99812, "loss_cls": 0.17269, "loss": 0.17269, "time": 0.22791} +{"mode": "val", "epoch": 123, "iter": 1031, "lr": 0.00195, "top1_acc": 0.86608, "top5_acc": 0.97713} +{"mode": "train", "epoch": 124, "iter": 100, "lr": 0.00194, "memory": 6499, "data_time": 0.19328, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.12307, "loss": 0.12307, "time": 0.4193} +{"mode": "train", "epoch": 124, "iter": 200, "lr": 0.00193, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.14363, "loss": 0.14363, "time": 0.22662} +{"mode": "train", "epoch": 124, "iter": 300, "lr": 0.00193, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.96938, "top5_acc": 0.99812, "loss_cls": 0.15699, "loss": 0.15699, "time": 0.22591} +{"mode": "train", "epoch": 124, "iter": 400, "lr": 0.00192, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97, "top5_acc": 1.0, "loss_cls": 0.1659, "loss": 0.1659, "time": 0.22603} +{"mode": "train", "epoch": 124, "iter": 500, "lr": 0.00192, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.97188, "top5_acc": 0.99938, "loss_cls": 0.17597, "loss": 0.17597, "time": 0.22493} +{"mode": "train", "epoch": 124, "iter": 600, "lr": 0.00191, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.15955, "loss": 0.15955, "time": 0.22661} +{"mode": "train", "epoch": 124, "iter": 700, "lr": 0.00191, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.14362, "loss": 0.14362, "time": 0.22586} +{"mode": "train", "epoch": 124, "iter": 800, "lr": 0.0019, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.14588, "loss": 0.14588, "time": 0.22629} +{"mode": "train", "epoch": 124, "iter": 900, "lr": 0.0019, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98438, "top5_acc": 0.99875, "loss_cls": 0.12694, "loss": 0.12694, "time": 0.22773} +{"mode": "train", "epoch": 124, "iter": 1000, "lr": 0.00189, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.13305, "loss": 0.13305, "time": 0.22842} +{"mode": "train", "epoch": 124, "iter": 1100, "lr": 0.00188, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.12547, "loss": 0.12547, "time": 0.22697} +{"mode": "train", "epoch": 124, "iter": 1200, "lr": 0.00188, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97562, "top5_acc": 0.99938, "loss_cls": 0.14572, "loss": 0.14572, "time": 0.22669} +{"mode": "train", "epoch": 124, "iter": 1300, "lr": 0.00187, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.14598, "loss": 0.14598, "time": 0.22772} +{"mode": "train", "epoch": 124, "iter": 1400, "lr": 0.00187, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.14979, "loss": 0.14979, "time": 0.22746} +{"mode": "train", "epoch": 124, "iter": 1500, "lr": 0.00186, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9725, "top5_acc": 0.99938, "loss_cls": 0.15229, "loss": 0.15229, "time": 0.22534} +{"mode": "train", "epoch": 124, "iter": 1600, "lr": 0.00186, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.14301, "loss": 0.14301, "time": 0.22613} +{"mode": "train", "epoch": 124, "iter": 1700, "lr": 0.00185, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97625, "top5_acc": 0.99875, "loss_cls": 0.15914, "loss": 0.15914, "time": 0.226} +{"mode": "train", "epoch": 124, "iter": 1800, "lr": 0.00185, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.1376, "loss": 0.1376, "time": 0.227} +{"mode": "train", "epoch": 124, "iter": 1900, "lr": 0.00184, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98, "top5_acc": 0.99938, "loss_cls": 0.14613, "loss": 0.14613, "time": 0.22716} +{"mode": "train", "epoch": 124, "iter": 2000, "lr": 0.00184, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97562, "top5_acc": 0.99812, "loss_cls": 0.14777, "loss": 0.14777, "time": 0.22741} +{"mode": "train", "epoch": 124, "iter": 2100, "lr": 0.00183, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.97438, "top5_acc": 0.99812, "loss_cls": 0.15527, "loss": 0.15527, "time": 0.22635} +{"mode": "train", "epoch": 124, "iter": 2200, "lr": 0.00182, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97875, "top5_acc": 0.99875, "loss_cls": 0.15171, "loss": 0.15171, "time": 0.22544} +{"mode": "train", "epoch": 124, "iter": 2300, "lr": 0.00182, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.14627, "loss": 0.14627, "time": 0.22568} +{"mode": "train", "epoch": 124, "iter": 2400, "lr": 0.00181, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.965, "top5_acc": 0.99875, "loss_cls": 0.17609, "loss": 0.17609, "time": 0.22578} +{"mode": "train", "epoch": 124, "iter": 2500, "lr": 0.00181, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.96188, "top5_acc": 0.99938, "loss_cls": 0.18705, "loss": 0.18705, "time": 0.2249} +{"mode": "val", "epoch": 124, "iter": 1031, "lr": 0.00181, "top1_acc": 0.85728, "top5_acc": 0.97628} +{"mode": "train", "epoch": 125, "iter": 100, "lr": 0.0018, "memory": 6499, "data_time": 0.19351, "top1_acc": 0.97812, "top5_acc": 0.99938, "loss_cls": 0.13966, "loss": 0.13966, "time": 0.4203} +{"mode": "train", "epoch": 125, "iter": 200, "lr": 0.0018, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98312, "top5_acc": 0.99938, "loss_cls": 0.11709, "loss": 0.11709, "time": 0.22657} +{"mode": "train", "epoch": 125, "iter": 300, "lr": 0.00179, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.1467, "loss": 0.1467, "time": 0.22548} +{"mode": "train", "epoch": 125, "iter": 400, "lr": 0.00179, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.12478, "loss": 0.12478, "time": 0.22552} +{"mode": "train", "epoch": 125, "iter": 500, "lr": 0.00178, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.12101, "loss": 0.12101, "time": 0.22657} +{"mode": "train", "epoch": 125, "iter": 600, "lr": 0.00178, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.12721, "loss": 0.12721, "time": 0.22646} +{"mode": "train", "epoch": 125, "iter": 700, "lr": 0.00177, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.13879, "loss": 0.13879, "time": 0.22775} +{"mode": "train", "epoch": 125, "iter": 800, "lr": 0.00176, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.14003, "loss": 0.14003, "time": 0.22671} +{"mode": "train", "epoch": 125, "iter": 900, "lr": 0.00176, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97812, "top5_acc": 0.9975, "loss_cls": 0.1352, "loss": 0.1352, "time": 0.22545} +{"mode": "train", "epoch": 125, "iter": 1000, "lr": 0.00175, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.13355, "loss": 0.13355, "time": 0.22538} +{"mode": "train", "epoch": 125, "iter": 1100, "lr": 0.00175, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.13172, "loss": 0.13172, "time": 0.2265} +{"mode": "train", "epoch": 125, "iter": 1200, "lr": 0.00174, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97188, "top5_acc": 0.99938, "loss_cls": 0.14905, "loss": 0.14905, "time": 0.22682} +{"mode": "train", "epoch": 125, "iter": 1300, "lr": 0.00174, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.1198, "loss": 0.1198, "time": 0.2264} +{"mode": "train", "epoch": 125, "iter": 1400, "lr": 0.00173, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.11941, "loss": 0.11941, "time": 0.2256} +{"mode": "train", "epoch": 125, "iter": 1500, "lr": 0.00173, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.13647, "loss": 0.13647, "time": 0.22599} +{"mode": "train", "epoch": 125, "iter": 1600, "lr": 0.00172, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.16256, "loss": 0.16256, "time": 0.22644} +{"mode": "train", "epoch": 125, "iter": 1700, "lr": 0.00172, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.15373, "loss": 0.15373, "time": 0.22661} +{"mode": "train", "epoch": 125, "iter": 1800, "lr": 0.00171, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.11451, "loss": 0.11451, "time": 0.22543} +{"mode": "train", "epoch": 125, "iter": 1900, "lr": 0.00171, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97438, "top5_acc": 0.99938, "loss_cls": 0.1476, "loss": 0.1476, "time": 0.22605} +{"mode": "train", "epoch": 125, "iter": 2000, "lr": 0.0017, "memory": 6499, "data_time": 0.00044, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.15147, "loss": 0.15147, "time": 0.2259} +{"mode": "train", "epoch": 125, "iter": 2100, "lr": 0.0017, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.12188, "loss": 0.12188, "time": 0.22598} +{"mode": "train", "epoch": 125, "iter": 2200, "lr": 0.00169, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97438, "top5_acc": 0.99938, "loss_cls": 0.16855, "loss": 0.16855, "time": 0.22554} +{"mode": "train", "epoch": 125, "iter": 2300, "lr": 0.00169, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.965, "top5_acc": 0.99875, "loss_cls": 0.18251, "loss": 0.18251, "time": 0.22528} +{"mode": "train", "epoch": 125, "iter": 2400, "lr": 0.00168, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.13702, "loss": 0.13702, "time": 0.22552} +{"mode": "train", "epoch": 125, "iter": 2500, "lr": 0.00168, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 0.16923, "loss": 0.16923, "time": 0.22603} +{"mode": "val", "epoch": 125, "iter": 1031, "lr": 0.00167, "top1_acc": 0.86644, "top5_acc": 0.97786} +{"mode": "train", "epoch": 126, "iter": 100, "lr": 0.00167, "memory": 6499, "data_time": 0.18805, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.1128, "loss": 0.1128, "time": 0.41399} +{"mode": "train", "epoch": 126, "iter": 200, "lr": 0.00166, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.10976, "loss": 0.10976, "time": 0.22577} +{"mode": "train", "epoch": 126, "iter": 300, "lr": 0.00166, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.12033, "loss": 0.12033, "time": 0.22578} +{"mode": "train", "epoch": 126, "iter": 400, "lr": 0.00165, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.10645, "loss": 0.10645, "time": 0.22579} +{"mode": "train", "epoch": 126, "iter": 500, "lr": 0.00165, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.14752, "loss": 0.14752, "time": 0.22681} +{"mode": "train", "epoch": 126, "iter": 600, "lr": 0.00164, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.97812, "top5_acc": 0.99938, "loss_cls": 0.15222, "loss": 0.15222, "time": 0.22568} +{"mode": "train", "epoch": 126, "iter": 700, "lr": 0.00164, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.98625, "top5_acc": 0.99875, "loss_cls": 0.10409, "loss": 0.10409, "time": 0.22619} +{"mode": "train", "epoch": 126, "iter": 800, "lr": 0.00163, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.12714, "loss": 0.12714, "time": 0.2262} +{"mode": "train", "epoch": 126, "iter": 900, "lr": 0.00163, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98062, "top5_acc": 0.99875, "loss_cls": 0.12958, "loss": 0.12958, "time": 0.22654} +{"mode": "train", "epoch": 126, "iter": 1000, "lr": 0.00162, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.1322, "loss": 0.1322, "time": 0.22515} +{"mode": "train", "epoch": 126, "iter": 1100, "lr": 0.00162, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.10758, "loss": 0.10758, "time": 0.22638} +{"mode": "train", "epoch": 126, "iter": 1200, "lr": 0.00161, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.11853, "loss": 0.11853, "time": 0.22686} +{"mode": "train", "epoch": 126, "iter": 1300, "lr": 0.00161, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9825, "top5_acc": 0.99875, "loss_cls": 0.11543, "loss": 0.11543, "time": 0.22643} +{"mode": "train", "epoch": 126, "iter": 1400, "lr": 0.0016, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.12211, "loss": 0.12211, "time": 0.22554} +{"mode": "train", "epoch": 126, "iter": 1500, "lr": 0.0016, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97562, "top5_acc": 0.99938, "loss_cls": 0.14557, "loss": 0.14557, "time": 0.2257} +{"mode": "train", "epoch": 126, "iter": 1600, "lr": 0.00159, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98312, "top5_acc": 0.99938, "loss_cls": 0.10649, "loss": 0.10649, "time": 0.22507} +{"mode": "train", "epoch": 126, "iter": 1700, "lr": 0.00159, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.14609, "loss": 0.14609, "time": 0.22576} +{"mode": "train", "epoch": 126, "iter": 1800, "lr": 0.00158, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.125, "loss": 0.125, "time": 0.22616} +{"mode": "train", "epoch": 126, "iter": 1900, "lr": 0.00158, "memory": 6499, "data_time": 0.00047, "top1_acc": 0.97, "top5_acc": 1.0, "loss_cls": 0.14314, "loss": 0.14314, "time": 0.22759} +{"mode": "train", "epoch": 126, "iter": 2000, "lr": 0.00157, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.12096, "loss": 0.12096, "time": 0.226} +{"mode": "train", "epoch": 126, "iter": 2100, "lr": 0.00157, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98125, "top5_acc": 0.99938, "loss_cls": 0.12149, "loss": 0.12149, "time": 0.2263} +{"mode": "train", "epoch": 126, "iter": 2200, "lr": 0.00156, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98188, "top5_acc": 0.99875, "loss_cls": 0.12207, "loss": 0.12207, "time": 0.22589} +{"mode": "train", "epoch": 126, "iter": 2300, "lr": 0.00156, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.12887, "loss": 0.12887, "time": 0.22638} +{"mode": "train", "epoch": 126, "iter": 2400, "lr": 0.00155, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.1018, "loss": 0.1018, "time": 0.22521} +{"mode": "train", "epoch": 126, "iter": 2500, "lr": 0.00155, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98625, "top5_acc": 0.99875, "loss_cls": 0.10951, "loss": 0.10951, "time": 0.22589} +{"mode": "val", "epoch": 126, "iter": 1031, "lr": 0.00155, "top1_acc": 0.8753, "top5_acc": 0.97732} +{"mode": "train", "epoch": 127, "iter": 100, "lr": 0.00154, "memory": 6499, "data_time": 0.19141, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.08414, "loss": 0.08414, "time": 0.41703} +{"mode": "train", "epoch": 127, "iter": 200, "lr": 0.00154, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.98562, "top5_acc": 0.99938, "loss_cls": 0.10261, "loss": 0.10261, "time": 0.22697} +{"mode": "train", "epoch": 127, "iter": 300, "lr": 0.00153, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.11157, "loss": 0.11157, "time": 0.22669} +{"mode": "train", "epoch": 127, "iter": 400, "lr": 0.00153, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.09963, "loss": 0.09963, "time": 0.22641} +{"mode": "train", "epoch": 127, "iter": 500, "lr": 0.00152, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.10697, "loss": 0.10697, "time": 0.22613} +{"mode": "train", "epoch": 127, "iter": 600, "lr": 0.00152, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.11637, "loss": 0.11637, "time": 0.22656} +{"mode": "train", "epoch": 127, "iter": 700, "lr": 0.00151, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.11157, "loss": 0.11157, "time": 0.22738} +{"mode": "train", "epoch": 127, "iter": 800, "lr": 0.00151, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98, "top5_acc": 0.99938, "loss_cls": 0.11721, "loss": 0.11721, "time": 0.22737} +{"mode": "train", "epoch": 127, "iter": 900, "lr": 0.0015, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98688, "top5_acc": 0.99938, "loss_cls": 0.10132, "loss": 0.10132, "time": 0.22689} +{"mode": "train", "epoch": 127, "iter": 1000, "lr": 0.0015, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.1036, "loss": 0.1036, "time": 0.22628} +{"mode": "train", "epoch": 127, "iter": 1100, "lr": 0.00149, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.10082, "loss": 0.10082, "time": 0.22668} +{"mode": "train", "epoch": 127, "iter": 1200, "lr": 0.00149, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.97938, "top5_acc": 0.99938, "loss_cls": 0.12789, "loss": 0.12789, "time": 0.22543} +{"mode": "train", "epoch": 127, "iter": 1300, "lr": 0.00148, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.11331, "loss": 0.11331, "time": 0.22797} +{"mode": "train", "epoch": 127, "iter": 1400, "lr": 0.00148, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98188, "top5_acc": 0.99938, "loss_cls": 0.12855, "loss": 0.12855, "time": 0.22649} +{"mode": "train", "epoch": 127, "iter": 1500, "lr": 0.00147, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.97938, "top5_acc": 0.99938, "loss_cls": 0.11051, "loss": 0.11051, "time": 0.22622} +{"mode": "train", "epoch": 127, "iter": 1600, "lr": 0.00147, "memory": 6499, "data_time": 0.00057, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.10836, "loss": 0.10836, "time": 0.22622} +{"mode": "train", "epoch": 127, "iter": 1700, "lr": 0.00146, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.10768, "loss": 0.10768, "time": 0.22637} +{"mode": "train", "epoch": 127, "iter": 1800, "lr": 0.00146, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.11802, "loss": 0.11802, "time": 0.2271} +{"mode": "train", "epoch": 127, "iter": 1900, "lr": 0.00145, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9775, "top5_acc": 0.99875, "loss_cls": 0.14539, "loss": 0.14539, "time": 0.2269} +{"mode": "train", "epoch": 127, "iter": 2000, "lr": 0.00145, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.13759, "loss": 0.13759, "time": 0.22615} +{"mode": "train", "epoch": 127, "iter": 2100, "lr": 0.00144, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.97812, "top5_acc": 0.99875, "loss_cls": 0.14344, "loss": 0.14344, "time": 0.22606} +{"mode": "train", "epoch": 127, "iter": 2200, "lr": 0.00144, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.11183, "loss": 0.11183, "time": 0.22634} +{"mode": "train", "epoch": 127, "iter": 2300, "lr": 0.00143, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.13137, "loss": 0.13137, "time": 0.22675} +{"mode": "train", "epoch": 127, "iter": 2400, "lr": 0.00143, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98, "top5_acc": 0.99875, "loss_cls": 0.1159, "loss": 0.1159, "time": 0.22585} +{"mode": "train", "epoch": 127, "iter": 2500, "lr": 0.00142, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98062, "top5_acc": 0.99938, "loss_cls": 0.11315, "loss": 0.11315, "time": 0.2265} +{"mode": "val", "epoch": 127, "iter": 1031, "lr": 0.00142, "top1_acc": 0.87348, "top5_acc": 0.97823} +{"mode": "train", "epoch": 128, "iter": 100, "lr": 0.00142, "memory": 6499, "data_time": 0.18898, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08924, "loss": 0.08924, "time": 0.41449} +{"mode": "train", "epoch": 128, "iter": 200, "lr": 0.00141, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08824, "loss": 0.08824, "time": 0.22643} +{"mode": "train", "epoch": 128, "iter": 300, "lr": 0.00141, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.09308, "loss": 0.09308, "time": 0.22562} +{"mode": "train", "epoch": 128, "iter": 400, "lr": 0.0014, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08625, "loss": 0.08625, "time": 0.22534} +{"mode": "train", "epoch": 128, "iter": 500, "lr": 0.0014, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.10977, "loss": 0.10977, "time": 0.22644} +{"mode": "train", "epoch": 128, "iter": 600, "lr": 0.00139, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.11671, "loss": 0.11671, "time": 0.22593} +{"mode": "train", "epoch": 128, "iter": 700, "lr": 0.00139, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98062, "top5_acc": 0.99875, "loss_cls": 0.11171, "loss": 0.11171, "time": 0.22616} +{"mode": "train", "epoch": 128, "iter": 800, "lr": 0.00138, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.09318, "loss": 0.09318, "time": 0.2258} +{"mode": "train", "epoch": 128, "iter": 900, "lr": 0.00138, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.09518, "loss": 0.09518, "time": 0.22713} +{"mode": "train", "epoch": 128, "iter": 1000, "lr": 0.00137, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.0898, "loss": 0.0898, "time": 0.22589} +{"mode": "train", "epoch": 128, "iter": 1100, "lr": 0.00137, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.98312, "top5_acc": 0.99938, "loss_cls": 0.1117, "loss": 0.1117, "time": 0.2255} +{"mode": "train", "epoch": 128, "iter": 1200, "lr": 0.00136, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.98562, "top5_acc": 0.99938, "loss_cls": 0.09896, "loss": 0.09896, "time": 0.22595} +{"mode": "train", "epoch": 128, "iter": 1300, "lr": 0.00136, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.10116, "loss": 0.10116, "time": 0.22624} +{"mode": "train", "epoch": 128, "iter": 1400, "lr": 0.00136, "memory": 6499, "data_time": 0.00056, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.12379, "loss": 0.12379, "time": 0.22773} +{"mode": "train", "epoch": 128, "iter": 1500, "lr": 0.00135, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.09835, "loss": 0.09835, "time": 0.22619} +{"mode": "train", "epoch": 128, "iter": 1600, "lr": 0.00135, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98188, "top5_acc": 0.99938, "loss_cls": 0.10565, "loss": 0.10565, "time": 0.22581} +{"mode": "train", "epoch": 128, "iter": 1700, "lr": 0.00134, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98125, "top5_acc": 0.99875, "loss_cls": 0.12686, "loss": 0.12686, "time": 0.22605} +{"mode": "train", "epoch": 128, "iter": 1800, "lr": 0.00134, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.09642, "loss": 0.09642, "time": 0.22672} +{"mode": "train", "epoch": 128, "iter": 1900, "lr": 0.00133, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.10351, "loss": 0.10351, "time": 0.22739} +{"mode": "train", "epoch": 128, "iter": 2000, "lr": 0.00133, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98312, "top5_acc": 0.99938, "loss_cls": 0.10555, "loss": 0.10555, "time": 0.22704} +{"mode": "train", "epoch": 128, "iter": 2100, "lr": 0.00132, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.12557, "loss": 0.12557, "time": 0.22611} +{"mode": "train", "epoch": 128, "iter": 2200, "lr": 0.00132, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.11591, "loss": 0.11591, "time": 0.22611} +{"mode": "train", "epoch": 128, "iter": 2300, "lr": 0.00131, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.985, "top5_acc": 0.99938, "loss_cls": 0.11083, "loss": 0.11083, "time": 0.22636} +{"mode": "train", "epoch": 128, "iter": 2400, "lr": 0.00131, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.10818, "loss": 0.10818, "time": 0.22605} +{"mode": "train", "epoch": 128, "iter": 2500, "lr": 0.0013, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.985, "top5_acc": 0.99875, "loss_cls": 0.11406, "loss": 0.11406, "time": 0.22615} +{"mode": "val", "epoch": 128, "iter": 1031, "lr": 0.0013, "top1_acc": 0.86984, "top5_acc": 0.97732} +{"mode": "train", "epoch": 129, "iter": 100, "lr": 0.0013, "memory": 6499, "data_time": 0.19451, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.10417, "loss": 0.10417, "time": 0.4212} +{"mode": "train", "epoch": 129, "iter": 200, "lr": 0.00129, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.09628, "loss": 0.09628, "time": 0.22688} +{"mode": "train", "epoch": 129, "iter": 300, "lr": 0.00129, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.0805, "loss": 0.0805, "time": 0.22603} +{"mode": "train", "epoch": 129, "iter": 400, "lr": 0.00129, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.11124, "loss": 0.11124, "time": 0.22625} +{"mode": "train", "epoch": 129, "iter": 500, "lr": 0.00128, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08226, "loss": 0.08226, "time": 0.22719} +{"mode": "train", "epoch": 129, "iter": 600, "lr": 0.00128, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.07872, "loss": 0.07872, "time": 0.22676} +{"mode": "train", "epoch": 129, "iter": 700, "lr": 0.00127, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.08883, "loss": 0.08883, "time": 0.2266} +{"mode": "train", "epoch": 129, "iter": 800, "lr": 0.00127, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07734, "loss": 0.07734, "time": 0.22569} +{"mode": "train", "epoch": 129, "iter": 900, "lr": 0.00126, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98312, "top5_acc": 0.99938, "loss_cls": 0.10324, "loss": 0.10324, "time": 0.22652} +{"mode": "train", "epoch": 129, "iter": 1000, "lr": 0.00126, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98562, "top5_acc": 0.99938, "loss_cls": 0.10183, "loss": 0.10183, "time": 0.22686} +{"mode": "train", "epoch": 129, "iter": 1100, "lr": 0.00125, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.1109, "loss": 0.1109, "time": 0.22643} +{"mode": "train", "epoch": 129, "iter": 1200, "lr": 0.00125, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.11383, "loss": 0.11383, "time": 0.22564} +{"mode": "train", "epoch": 129, "iter": 1300, "lr": 0.00124, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.10455, "loss": 0.10455, "time": 0.228} +{"mode": "train", "epoch": 129, "iter": 1400, "lr": 0.00124, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.0818, "loss": 0.0818, "time": 0.2261} +{"mode": "train", "epoch": 129, "iter": 1500, "lr": 0.00123, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.09044, "loss": 0.09044, "time": 0.22536} +{"mode": "train", "epoch": 129, "iter": 1600, "lr": 0.00123, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98625, "top5_acc": 0.99938, "loss_cls": 0.1014, "loss": 0.1014, "time": 0.22586} +{"mode": "train", "epoch": 129, "iter": 1700, "lr": 0.00123, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.10097, "loss": 0.10097, "time": 0.22668} +{"mode": "train", "epoch": 129, "iter": 1800, "lr": 0.00122, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.09344, "loss": 0.09344, "time": 0.22579} +{"mode": "train", "epoch": 129, "iter": 1900, "lr": 0.00122, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98188, "top5_acc": 0.99938, "loss_cls": 0.10416, "loss": 0.10416, "time": 0.22675} +{"mode": "train", "epoch": 129, "iter": 2000, "lr": 0.00121, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.98625, "top5_acc": 0.99938, "loss_cls": 0.10618, "loss": 0.10618, "time": 0.22594} +{"mode": "train", "epoch": 129, "iter": 2100, "lr": 0.00121, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.09723, "loss": 0.09723, "time": 0.22575} +{"mode": "train", "epoch": 129, "iter": 2200, "lr": 0.0012, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.1155, "loss": 0.1155, "time": 0.22644} +{"mode": "train", "epoch": 129, "iter": 2300, "lr": 0.0012, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.11476, "loss": 0.11476, "time": 0.22517} +{"mode": "train", "epoch": 129, "iter": 2400, "lr": 0.00119, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.10065, "loss": 0.10065, "time": 0.22566} +{"mode": "train", "epoch": 129, "iter": 2500, "lr": 0.00119, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.09943, "loss": 0.09943, "time": 0.22549} +{"mode": "val", "epoch": 129, "iter": 1031, "lr": 0.00119, "top1_acc": 0.87633, "top5_acc": 0.97926} +{"mode": "train", "epoch": 130, "iter": 100, "lr": 0.00119, "memory": 6499, "data_time": 0.19698, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.08679, "loss": 0.08679, "time": 0.4234} +{"mode": "train", "epoch": 130, "iter": 200, "lr": 0.00118, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.0968, "loss": 0.0968, "time": 0.22634} +{"mode": "train", "epoch": 130, "iter": 300, "lr": 0.00118, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08273, "loss": 0.08273, "time": 0.22528} +{"mode": "train", "epoch": 130, "iter": 400, "lr": 0.00117, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.09721, "loss": 0.09721, "time": 0.22718} +{"mode": "train", "epoch": 130, "iter": 500, "lr": 0.00117, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.0928, "loss": 0.0928, "time": 0.22626} +{"mode": "train", "epoch": 130, "iter": 600, "lr": 0.00116, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08847, "loss": 0.08847, "time": 0.22659} +{"mode": "train", "epoch": 130, "iter": 700, "lr": 0.00116, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.08398, "loss": 0.08398, "time": 0.22677} +{"mode": "train", "epoch": 130, "iter": 800, "lr": 0.00115, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08549, "loss": 0.08549, "time": 0.22556} +{"mode": "train", "epoch": 130, "iter": 900, "lr": 0.00115, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08163, "loss": 0.08163, "time": 0.22659} +{"mode": "train", "epoch": 130, "iter": 1000, "lr": 0.00115, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08731, "loss": 0.08731, "time": 0.22705} +{"mode": "train", "epoch": 130, "iter": 1100, "lr": 0.00114, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.09973, "loss": 0.09973, "time": 0.22587} +{"mode": "train", "epoch": 130, "iter": 1200, "lr": 0.00114, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08113, "loss": 0.08113, "time": 0.22654} +{"mode": "train", "epoch": 130, "iter": 1300, "lr": 0.00113, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.08595, "loss": 0.08595, "time": 0.22553} +{"mode": "train", "epoch": 130, "iter": 1400, "lr": 0.00113, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.09525, "loss": 0.09525, "time": 0.22709} +{"mode": "train", "epoch": 130, "iter": 1500, "lr": 0.00112, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.09593, "loss": 0.09593, "time": 0.22726} +{"mode": "train", "epoch": 130, "iter": 1600, "lr": 0.00112, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.08227, "loss": 0.08227, "time": 0.22718} +{"mode": "train", "epoch": 130, "iter": 1700, "lr": 0.00112, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.10862, "loss": 0.10862, "time": 0.22732} +{"mode": "train", "epoch": 130, "iter": 1800, "lr": 0.00111, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.09868, "loss": 0.09868, "time": 0.22608} +{"mode": "train", "epoch": 130, "iter": 1900, "lr": 0.00111, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07936, "loss": 0.07936, "time": 0.22666} +{"mode": "train", "epoch": 130, "iter": 2000, "lr": 0.0011, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.0795, "loss": 0.0795, "time": 0.22605} +{"mode": "train", "epoch": 130, "iter": 2100, "lr": 0.0011, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.08829, "loss": 0.08829, "time": 0.22604} +{"mode": "train", "epoch": 130, "iter": 2200, "lr": 0.00109, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.07252, "loss": 0.07252, "time": 0.22664} +{"mode": "train", "epoch": 130, "iter": 2300, "lr": 0.00109, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.07243, "loss": 0.07243, "time": 0.22706} +{"mode": "train", "epoch": 130, "iter": 2400, "lr": 0.00109, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.09944, "loss": 0.09944, "time": 0.22796} +{"mode": "train", "epoch": 130, "iter": 2500, "lr": 0.00108, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.08862, "loss": 0.08862, "time": 0.22662} +{"mode": "val", "epoch": 130, "iter": 1031, "lr": 0.00108, "top1_acc": 0.86668, "top5_acc": 0.97647} +{"mode": "train", "epoch": 131, "iter": 100, "lr": 0.00108, "memory": 6499, "data_time": 0.19485, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06999, "loss": 0.06999, "time": 0.41981} +{"mode": "train", "epoch": 131, "iter": 200, "lr": 0.00107, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06798, "loss": 0.06798, "time": 0.22602} +{"mode": "train", "epoch": 131, "iter": 300, "lr": 0.00107, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07261, "loss": 0.07261, "time": 0.2273} +{"mode": "train", "epoch": 131, "iter": 400, "lr": 0.00106, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06522, "loss": 0.06522, "time": 0.22739} +{"mode": "train", "epoch": 131, "iter": 500, "lr": 0.00106, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07272, "loss": 0.07272, "time": 0.22592} +{"mode": "train", "epoch": 131, "iter": 600, "lr": 0.00106, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08296, "loss": 0.08296, "time": 0.22639} +{"mode": "train", "epoch": 131, "iter": 700, "lr": 0.00105, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.08141, "loss": 0.08141, "time": 0.22589} +{"mode": "train", "epoch": 131, "iter": 800, "lr": 0.00105, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08067, "loss": 0.08067, "time": 0.22623} +{"mode": "train", "epoch": 131, "iter": 900, "lr": 0.00104, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.07538, "loss": 0.07538, "time": 0.2265} +{"mode": "train", "epoch": 131, "iter": 1000, "lr": 0.00104, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06592, "loss": 0.06592, "time": 0.22536} +{"mode": "train", "epoch": 131, "iter": 1100, "lr": 0.00103, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06433, "loss": 0.06433, "time": 0.22591} +{"mode": "train", "epoch": 131, "iter": 1200, "lr": 0.00103, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07389, "loss": 0.07389, "time": 0.22688} +{"mode": "train", "epoch": 131, "iter": 1300, "lr": 0.00103, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.08843, "loss": 0.08843, "time": 0.22599} +{"mode": "train", "epoch": 131, "iter": 1400, "lr": 0.00102, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06549, "loss": 0.06549, "time": 0.22662} +{"mode": "train", "epoch": 131, "iter": 1500, "lr": 0.00102, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06782, "loss": 0.06782, "time": 0.22601} +{"mode": "train", "epoch": 131, "iter": 1600, "lr": 0.00101, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07893, "loss": 0.07893, "time": 0.2259} +{"mode": "train", "epoch": 131, "iter": 1700, "lr": 0.00101, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07927, "loss": 0.07927, "time": 0.22684} +{"mode": "train", "epoch": 131, "iter": 1800, "lr": 0.00101, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.07843, "loss": 0.07843, "time": 0.22684} +{"mode": "train", "epoch": 131, "iter": 1900, "lr": 0.001, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.08869, "loss": 0.08869, "time": 0.22631} +{"mode": "train", "epoch": 131, "iter": 2000, "lr": 0.001, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08396, "loss": 0.08396, "time": 0.2273} +{"mode": "train", "epoch": 131, "iter": 2100, "lr": 0.00099, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08356, "loss": 0.08356, "time": 0.22624} +{"mode": "train", "epoch": 131, "iter": 2200, "lr": 0.00099, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05757, "loss": 0.05757, "time": 0.22747} +{"mode": "train", "epoch": 131, "iter": 2300, "lr": 0.00099, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06003, "loss": 0.06003, "time": 0.22637} +{"mode": "train", "epoch": 131, "iter": 2400, "lr": 0.00098, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07938, "loss": 0.07938, "time": 0.22704} +{"mode": "train", "epoch": 131, "iter": 2500, "lr": 0.00098, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07536, "loss": 0.07536, "time": 0.22732} +{"mode": "val", "epoch": 131, "iter": 1031, "lr": 0.00098, "top1_acc": 0.87196, "top5_acc": 0.97877} +{"mode": "train", "epoch": 132, "iter": 100, "lr": 0.00097, "memory": 6499, "data_time": 0.1927, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.07052, "loss": 0.07052, "time": 0.41953} +{"mode": "train", "epoch": 132, "iter": 200, "lr": 0.00097, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06854, "loss": 0.06854, "time": 0.22514} +{"mode": "train", "epoch": 132, "iter": 300, "lr": 0.00096, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.06778, "loss": 0.06778, "time": 0.22621} +{"mode": "train", "epoch": 132, "iter": 400, "lr": 0.00096, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06957, "loss": 0.06957, "time": 0.22708} +{"mode": "train", "epoch": 132, "iter": 500, "lr": 0.00096, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.06206, "loss": 0.06206, "time": 0.22653} +{"mode": "train", "epoch": 132, "iter": 600, "lr": 0.00095, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98875, "top5_acc": 0.99938, "loss_cls": 0.07682, "loss": 0.07682, "time": 0.22611} +{"mode": "train", "epoch": 132, "iter": 700, "lr": 0.00095, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07236, "loss": 0.07236, "time": 0.22579} +{"mode": "train", "epoch": 132, "iter": 800, "lr": 0.00094, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07313, "loss": 0.07313, "time": 0.22709} +{"mode": "train", "epoch": 132, "iter": 900, "lr": 0.00094, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.07912, "loss": 0.07912, "time": 0.22699} +{"mode": "train", "epoch": 132, "iter": 1000, "lr": 0.00094, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07089, "loss": 0.07089, "time": 0.22761} +{"mode": "train", "epoch": 132, "iter": 1100, "lr": 0.00093, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08137, "loss": 0.08137, "time": 0.22618} +{"mode": "train", "epoch": 132, "iter": 1200, "lr": 0.00093, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.07809, "loss": 0.07809, "time": 0.2266} +{"mode": "train", "epoch": 132, "iter": 1300, "lr": 0.00092, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.08059, "loss": 0.08059, "time": 0.22634} +{"mode": "train", "epoch": 132, "iter": 1400, "lr": 0.00092, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06849, "loss": 0.06849, "time": 0.22517} +{"mode": "train", "epoch": 132, "iter": 1500, "lr": 0.00092, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.06819, "loss": 0.06819, "time": 0.226} +{"mode": "train", "epoch": 132, "iter": 1600, "lr": 0.00091, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08635, "loss": 0.08635, "time": 0.22637} +{"mode": "train", "epoch": 132, "iter": 1700, "lr": 0.00091, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06656, "loss": 0.06656, "time": 0.22543} +{"mode": "train", "epoch": 132, "iter": 1800, "lr": 0.00091, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05708, "loss": 0.05708, "time": 0.22596} +{"mode": "train", "epoch": 132, "iter": 1900, "lr": 0.0009, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.06553, "loss": 0.06553, "time": 0.22672} +{"mode": "train", "epoch": 132, "iter": 2000, "lr": 0.0009, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.08442, "loss": 0.08442, "time": 0.22533} +{"mode": "train", "epoch": 132, "iter": 2100, "lr": 0.00089, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06492, "loss": 0.06492, "time": 0.22509} +{"mode": "train", "epoch": 132, "iter": 2200, "lr": 0.00089, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.07286, "loss": 0.07286, "time": 0.22483} +{"mode": "train", "epoch": 132, "iter": 2300, "lr": 0.00089, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06696, "loss": 0.06696, "time": 0.22599} +{"mode": "train", "epoch": 132, "iter": 2400, "lr": 0.00088, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06559, "loss": 0.06559, "time": 0.22602} +{"mode": "train", "epoch": 132, "iter": 2500, "lr": 0.00088, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06482, "loss": 0.06482, "time": 0.22565} +{"mode": "val", "epoch": 132, "iter": 1031, "lr": 0.00088, "top1_acc": 0.87505, "top5_acc": 0.98047} +{"mode": "train", "epoch": 133, "iter": 100, "lr": 0.00087, "memory": 6499, "data_time": 0.19715, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06484, "loss": 0.06484, "time": 0.42228} +{"mode": "train", "epoch": 133, "iter": 200, "lr": 0.00087, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05511, "loss": 0.05511, "time": 0.22557} +{"mode": "train", "epoch": 133, "iter": 300, "lr": 0.00087, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05475, "loss": 0.05475, "time": 0.22704} +{"mode": "train", "epoch": 133, "iter": 400, "lr": 0.00086, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.0655, "loss": 0.0655, "time": 0.22616} +{"mode": "train", "epoch": 133, "iter": 500, "lr": 0.00086, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.07071, "loss": 0.07071, "time": 0.22709} +{"mode": "train", "epoch": 133, "iter": 600, "lr": 0.00085, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06119, "loss": 0.06119, "time": 0.22696} +{"mode": "train", "epoch": 133, "iter": 700, "lr": 0.00085, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06504, "loss": 0.06504, "time": 0.22785} +{"mode": "train", "epoch": 133, "iter": 800, "lr": 0.00085, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05925, "loss": 0.05925, "time": 0.22678} +{"mode": "train", "epoch": 133, "iter": 900, "lr": 0.00084, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06581, "loss": 0.06581, "time": 0.22827} +{"mode": "train", "epoch": 133, "iter": 1000, "lr": 0.00084, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05417, "loss": 0.05417, "time": 0.22686} +{"mode": "train", "epoch": 133, "iter": 1100, "lr": 0.00084, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.0734, "loss": 0.0734, "time": 0.22622} +{"mode": "train", "epoch": 133, "iter": 1200, "lr": 0.00083, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05528, "loss": 0.05528, "time": 0.22723} +{"mode": "train", "epoch": 133, "iter": 1300, "lr": 0.00083, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06293, "loss": 0.06293, "time": 0.22645} +{"mode": "train", "epoch": 133, "iter": 1400, "lr": 0.00082, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06, "loss": 0.06, "time": 0.22658} +{"mode": "train", "epoch": 133, "iter": 1500, "lr": 0.00082, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.0673, "loss": 0.0673, "time": 0.2265} +{"mode": "train", "epoch": 133, "iter": 1600, "lr": 0.00082, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06357, "loss": 0.06357, "time": 0.22663} +{"mode": "train", "epoch": 133, "iter": 1700, "lr": 0.00081, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.09314, "loss": 0.09314, "time": 0.22737} +{"mode": "train", "epoch": 133, "iter": 1800, "lr": 0.00081, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06383, "loss": 0.06383, "time": 0.22687} +{"mode": "train", "epoch": 133, "iter": 1900, "lr": 0.00081, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07195, "loss": 0.07195, "time": 0.22643} +{"mode": "train", "epoch": 133, "iter": 2000, "lr": 0.0008, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05436, "loss": 0.05436, "time": 0.22585} +{"mode": "train", "epoch": 133, "iter": 2100, "lr": 0.0008, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06784, "loss": 0.06784, "time": 0.22617} +{"mode": "train", "epoch": 133, "iter": 2200, "lr": 0.0008, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.07371, "loss": 0.07371, "time": 0.22666} +{"mode": "train", "epoch": 133, "iter": 2300, "lr": 0.00079, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.0614, "loss": 0.0614, "time": 0.22705} +{"mode": "train", "epoch": 133, "iter": 2400, "lr": 0.00079, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06999, "loss": 0.06999, "time": 0.22706} +{"mode": "train", "epoch": 133, "iter": 2500, "lr": 0.00078, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06745, "loss": 0.06745, "time": 0.22787} +{"mode": "val", "epoch": 133, "iter": 1031, "lr": 0.00078, "top1_acc": 0.87712, "top5_acc": 0.97907} +{"mode": "train", "epoch": 134, "iter": 100, "lr": 0.00078, "memory": 6499, "data_time": 0.19507, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06116, "loss": 0.06116, "time": 0.42136} +{"mode": "train", "epoch": 134, "iter": 200, "lr": 0.00078, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05543, "loss": 0.05543, "time": 0.22682} +{"mode": "train", "epoch": 134, "iter": 300, "lr": 0.00077, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05966, "loss": 0.05966, "time": 0.22621} +{"mode": "train", "epoch": 134, "iter": 400, "lr": 0.00077, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06527, "loss": 0.06527, "time": 0.22652} +{"mode": "train", "epoch": 134, "iter": 500, "lr": 0.00077, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06103, "loss": 0.06103, "time": 0.22634} +{"mode": "train", "epoch": 134, "iter": 600, "lr": 0.00076, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05386, "loss": 0.05386, "time": 0.22597} +{"mode": "train", "epoch": 134, "iter": 700, "lr": 0.00076, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05021, "loss": 0.05021, "time": 0.22674} +{"mode": "train", "epoch": 134, "iter": 800, "lr": 0.00076, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05422, "loss": 0.05422, "time": 0.22715} +{"mode": "train", "epoch": 134, "iter": 900, "lr": 0.00075, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05466, "loss": 0.05466, "time": 0.2285} +{"mode": "train", "epoch": 134, "iter": 1000, "lr": 0.00075, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06326, "loss": 0.06326, "time": 0.22731} +{"mode": "train", "epoch": 134, "iter": 1100, "lr": 0.00074, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05378, "loss": 0.05378, "time": 0.22684} +{"mode": "train", "epoch": 134, "iter": 1200, "lr": 0.00074, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06775, "loss": 0.06775, "time": 0.22812} +{"mode": "train", "epoch": 134, "iter": 1300, "lr": 0.00074, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05079, "loss": 0.05079, "time": 0.22754} +{"mode": "train", "epoch": 134, "iter": 1400, "lr": 0.00073, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06613, "loss": 0.06613, "time": 0.22664} +{"mode": "train", "epoch": 134, "iter": 1500, "lr": 0.00073, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.06645, "loss": 0.06645, "time": 0.22667} +{"mode": "train", "epoch": 134, "iter": 1600, "lr": 0.00073, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05137, "loss": 0.05137, "time": 0.22707} +{"mode": "train", "epoch": 134, "iter": 1700, "lr": 0.00072, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05851, "loss": 0.05851, "time": 0.22656} +{"mode": "train", "epoch": 134, "iter": 1800, "lr": 0.00072, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06328, "loss": 0.06328, "time": 0.22663} +{"mode": "train", "epoch": 134, "iter": 1900, "lr": 0.00072, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06181, "loss": 0.06181, "time": 0.22633} +{"mode": "train", "epoch": 134, "iter": 2000, "lr": 0.00071, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.07573, "loss": 0.07573, "time": 0.22667} +{"mode": "train", "epoch": 134, "iter": 2100, "lr": 0.00071, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07435, "loss": 0.07435, "time": 0.22738} +{"mode": "train", "epoch": 134, "iter": 2200, "lr": 0.00071, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.06637, "loss": 0.06637, "time": 0.22672} +{"mode": "train", "epoch": 134, "iter": 2300, "lr": 0.0007, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04813, "loss": 0.04813, "time": 0.22532} +{"mode": "train", "epoch": 134, "iter": 2400, "lr": 0.0007, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05158, "loss": 0.05158, "time": 0.22635} +{"mode": "train", "epoch": 134, "iter": 2500, "lr": 0.0007, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05782, "loss": 0.05782, "time": 0.22668} +{"mode": "val", "epoch": 134, "iter": 1031, "lr": 0.0007, "top1_acc": 0.87881, "top5_acc": 0.97926} +{"mode": "train", "epoch": 135, "iter": 100, "lr": 0.00069, "memory": 6499, "data_time": 0.19603, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04488, "loss": 0.04488, "time": 0.42202} +{"mode": "train", "epoch": 135, "iter": 200, "lr": 0.00069, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06255, "loss": 0.06255, "time": 0.22723} +{"mode": "train", "epoch": 135, "iter": 300, "lr": 0.00069, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99562, "top5_acc": 0.99938, "loss_cls": 0.04845, "loss": 0.04845, "time": 0.22736} +{"mode": "train", "epoch": 135, "iter": 400, "lr": 0.00068, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06316, "loss": 0.06316, "time": 0.22604} +{"mode": "train", "epoch": 135, "iter": 500, "lr": 0.00068, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04424, "loss": 0.04424, "time": 0.22672} +{"mode": "train", "epoch": 135, "iter": 600, "lr": 0.00067, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07011, "loss": 0.07011, "time": 0.22636} +{"mode": "train", "epoch": 135, "iter": 700, "lr": 0.00067, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05061, "loss": 0.05061, "time": 0.22625} +{"mode": "train", "epoch": 135, "iter": 800, "lr": 0.00067, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04805, "loss": 0.04805, "time": 0.22637} +{"mode": "train", "epoch": 135, "iter": 900, "lr": 0.00066, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05552, "loss": 0.05552, "time": 0.22588} +{"mode": "train", "epoch": 135, "iter": 1000, "lr": 0.00066, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.0542, "loss": 0.0542, "time": 0.22764} +{"mode": "train", "epoch": 135, "iter": 1100, "lr": 0.00066, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06251, "loss": 0.06251, "time": 0.227} +{"mode": "train", "epoch": 135, "iter": 1200, "lr": 0.00065, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05896, "loss": 0.05896, "time": 0.22568} +{"mode": "train", "epoch": 135, "iter": 1300, "lr": 0.00065, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05667, "loss": 0.05667, "time": 0.2261} +{"mode": "train", "epoch": 135, "iter": 1400, "lr": 0.00065, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05936, "loss": 0.05936, "time": 0.22804} +{"mode": "train", "epoch": 135, "iter": 1500, "lr": 0.00064, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04026, "loss": 0.04026, "time": 0.22735} +{"mode": "train", "epoch": 135, "iter": 1600, "lr": 0.00064, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.0567, "loss": 0.0567, "time": 0.22764} +{"mode": "train", "epoch": 135, "iter": 1700, "lr": 0.00064, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05941, "loss": 0.05941, "time": 0.22699} +{"mode": "train", "epoch": 135, "iter": 1800, "lr": 0.00063, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05285, "loss": 0.05285, "time": 0.2263} +{"mode": "train", "epoch": 135, "iter": 1900, "lr": 0.00063, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05672, "loss": 0.05672, "time": 0.22731} +{"mode": "train", "epoch": 135, "iter": 2000, "lr": 0.00063, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04979, "loss": 0.04979, "time": 0.22807} +{"mode": "train", "epoch": 135, "iter": 2100, "lr": 0.00063, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05083, "loss": 0.05083, "time": 0.22684} +{"mode": "train", "epoch": 135, "iter": 2200, "lr": 0.00062, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05258, "loss": 0.05258, "time": 0.2274} +{"mode": "train", "epoch": 135, "iter": 2300, "lr": 0.00062, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05474, "loss": 0.05474, "time": 0.22676} +{"mode": "train", "epoch": 135, "iter": 2400, "lr": 0.00062, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0445, "loss": 0.0445, "time": 0.22685} +{"mode": "train", "epoch": 135, "iter": 2500, "lr": 0.00061, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06187, "loss": 0.06187, "time": 0.22609} +{"mode": "val", "epoch": 135, "iter": 1031, "lr": 0.00061, "top1_acc": 0.87833, "top5_acc": 0.97871} +{"mode": "train", "epoch": 136, "iter": 100, "lr": 0.00061, "memory": 6499, "data_time": 0.197, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.04434, "loss": 0.04434, "time": 0.42375} +{"mode": "train", "epoch": 136, "iter": 200, "lr": 0.00061, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 0.99938, "loss_cls": 0.05447, "loss": 0.05447, "time": 0.22581} +{"mode": "train", "epoch": 136, "iter": 300, "lr": 0.0006, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04337, "loss": 0.04337, "time": 0.22682} +{"mode": "train", "epoch": 136, "iter": 400, "lr": 0.0006, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04995, "loss": 0.04995, "time": 0.22706} +{"mode": "train", "epoch": 136, "iter": 500, "lr": 0.0006, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04677, "loss": 0.04677, "time": 0.22756} +{"mode": "train", "epoch": 136, "iter": 600, "lr": 0.00059, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04689, "loss": 0.04689, "time": 0.22629} +{"mode": "train", "epoch": 136, "iter": 700, "lr": 0.00059, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05326, "loss": 0.05326, "time": 0.22685} +{"mode": "train", "epoch": 136, "iter": 800, "lr": 0.00059, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04546, "loss": 0.04546, "time": 0.22692} +{"mode": "train", "epoch": 136, "iter": 900, "lr": 0.00058, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05487, "loss": 0.05487, "time": 0.22623} +{"mode": "train", "epoch": 136, "iter": 1000, "lr": 0.00058, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04579, "loss": 0.04579, "time": 0.22649} +{"mode": "train", "epoch": 136, "iter": 1100, "lr": 0.00058, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05003, "loss": 0.05003, "time": 0.22656} +{"mode": "train", "epoch": 136, "iter": 1200, "lr": 0.00057, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.0521, "loss": 0.0521, "time": 0.22715} +{"mode": "train", "epoch": 136, "iter": 1300, "lr": 0.00057, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04198, "loss": 0.04198, "time": 0.22605} +{"mode": "train", "epoch": 136, "iter": 1400, "lr": 0.00057, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04771, "loss": 0.04771, "time": 0.22611} +{"mode": "train", "epoch": 136, "iter": 1500, "lr": 0.00056, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05709, "loss": 0.05709, "time": 0.22732} +{"mode": "train", "epoch": 136, "iter": 1600, "lr": 0.00056, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05165, "loss": 0.05165, "time": 0.22664} +{"mode": "train", "epoch": 136, "iter": 1700, "lr": 0.00056, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06011, "loss": 0.06011, "time": 0.22631} +{"mode": "train", "epoch": 136, "iter": 1800, "lr": 0.00056, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04961, "loss": 0.04961, "time": 0.22575} +{"mode": "train", "epoch": 136, "iter": 1900, "lr": 0.00055, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04766, "loss": 0.04766, "time": 0.22632} +{"mode": "train", "epoch": 136, "iter": 2000, "lr": 0.00055, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03996, "loss": 0.03996, "time": 0.22622} +{"mode": "train", "epoch": 136, "iter": 2100, "lr": 0.00055, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04902, "loss": 0.04902, "time": 0.22664} +{"mode": "train", "epoch": 136, "iter": 2200, "lr": 0.00054, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05349, "loss": 0.05349, "time": 0.22641} +{"mode": "train", "epoch": 136, "iter": 2300, "lr": 0.00054, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04992, "loss": 0.04992, "time": 0.22713} +{"mode": "train", "epoch": 136, "iter": 2400, "lr": 0.00054, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05342, "loss": 0.05342, "time": 0.22682} +{"mode": "train", "epoch": 136, "iter": 2500, "lr": 0.00053, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04447, "loss": 0.04447, "time": 0.22651} +{"mode": "val", "epoch": 136, "iter": 1031, "lr": 0.00053, "top1_acc": 0.88063, "top5_acc": 0.97847} +{"mode": "train", "epoch": 137, "iter": 100, "lr": 0.00053, "memory": 6499, "data_time": 0.20167, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.0458, "loss": 0.0458, "time": 0.42898} +{"mode": "train", "epoch": 137, "iter": 200, "lr": 0.00053, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04738, "loss": 0.04738, "time": 0.22562} +{"mode": "train", "epoch": 137, "iter": 300, "lr": 0.00052, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04719, "loss": 0.04719, "time": 0.22629} +{"mode": "train", "epoch": 137, "iter": 400, "lr": 0.00052, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04578, "loss": 0.04578, "time": 0.22725} +{"mode": "train", "epoch": 137, "iter": 500, "lr": 0.00052, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03865, "loss": 0.03865, "time": 0.22653} +{"mode": "train", "epoch": 137, "iter": 600, "lr": 0.00052, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04422, "loss": 0.04422, "time": 0.22708} +{"mode": "train", "epoch": 137, "iter": 700, "lr": 0.00051, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05404, "loss": 0.05404, "time": 0.22792} +{"mode": "train", "epoch": 137, "iter": 800, "lr": 0.00051, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04332, "loss": 0.04332, "time": 0.22896} +{"mode": "train", "epoch": 137, "iter": 900, "lr": 0.00051, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04492, "loss": 0.04492, "time": 0.22681} +{"mode": "train", "epoch": 137, "iter": 1000, "lr": 0.0005, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05092, "loss": 0.05092, "time": 0.22682} +{"mode": "train", "epoch": 137, "iter": 1100, "lr": 0.0005, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05084, "loss": 0.05084, "time": 0.2271} +{"mode": "train", "epoch": 137, "iter": 1200, "lr": 0.0005, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04643, "loss": 0.04643, "time": 0.22735} +{"mode": "train", "epoch": 137, "iter": 1300, "lr": 0.00049, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04644, "loss": 0.04644, "time": 0.22763} +{"mode": "train", "epoch": 137, "iter": 1400, "lr": 0.00049, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.0534, "loss": 0.0534, "time": 0.22639} +{"mode": "train", "epoch": 137, "iter": 1500, "lr": 0.00049, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04379, "loss": 0.04379, "time": 0.22582} +{"mode": "train", "epoch": 137, "iter": 1600, "lr": 0.00049, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05033, "loss": 0.05033, "time": 0.22521} +{"mode": "train", "epoch": 137, "iter": 1700, "lr": 0.00048, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04376, "loss": 0.04376, "time": 0.22577} +{"mode": "train", "epoch": 137, "iter": 1800, "lr": 0.00048, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04363, "loss": 0.04363, "time": 0.22757} +{"mode": "train", "epoch": 137, "iter": 1900, "lr": 0.00048, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.04965, "loss": 0.04965, "time": 0.22571} +{"mode": "train", "epoch": 137, "iter": 2000, "lr": 0.00047, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.04828, "loss": 0.04828, "time": 0.22605} +{"mode": "train", "epoch": 137, "iter": 2100, "lr": 0.00047, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04339, "loss": 0.04339, "time": 0.22689} +{"mode": "train", "epoch": 137, "iter": 2200, "lr": 0.00047, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03799, "loss": 0.03799, "time": 0.22664} +{"mode": "train", "epoch": 137, "iter": 2300, "lr": 0.00047, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04975, "loss": 0.04975, "time": 0.22622} +{"mode": "train", "epoch": 137, "iter": 2400, "lr": 0.00046, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05141, "loss": 0.05141, "time": 0.22623} +{"mode": "train", "epoch": 137, "iter": 2500, "lr": 0.00046, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04809, "loss": 0.04809, "time": 0.22606} +{"mode": "val", "epoch": 137, "iter": 1031, "lr": 0.00046, "top1_acc": 0.87342, "top5_acc": 0.97865} +{"mode": "train", "epoch": 138, "iter": 100, "lr": 0.00046, "memory": 6499, "data_time": 0.19585, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04146, "loss": 0.04146, "time": 0.42201} +{"mode": "train", "epoch": 138, "iter": 200, "lr": 0.00045, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.0483, "loss": 0.0483, "time": 0.22699} +{"mode": "train", "epoch": 138, "iter": 300, "lr": 0.00045, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04006, "loss": 0.04006, "time": 0.22557} +{"mode": "train", "epoch": 138, "iter": 400, "lr": 0.00045, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 0.99938, "loss_cls": 0.0458, "loss": 0.0458, "time": 0.22631} +{"mode": "train", "epoch": 138, "iter": 500, "lr": 0.00045, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04217, "loss": 0.04217, "time": 0.22604} +{"mode": "train", "epoch": 138, "iter": 600, "lr": 0.00044, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03619, "loss": 0.03619, "time": 0.22521} +{"mode": "train", "epoch": 138, "iter": 700, "lr": 0.00044, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04069, "loss": 0.04069, "time": 0.22632} +{"mode": "train", "epoch": 138, "iter": 800, "lr": 0.00044, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04477, "loss": 0.04477, "time": 0.22692} +{"mode": "train", "epoch": 138, "iter": 900, "lr": 0.00044, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04222, "loss": 0.04222, "time": 0.22682} +{"mode": "train", "epoch": 138, "iter": 1000, "lr": 0.00043, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03962, "loss": 0.03962, "time": 0.22727} +{"mode": "train", "epoch": 138, "iter": 1100, "lr": 0.00043, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.99625, "top5_acc": 0.99938, "loss_cls": 0.05054, "loss": 0.05054, "time": 0.22772} +{"mode": "train", "epoch": 138, "iter": 1200, "lr": 0.00043, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04167, "loss": 0.04167, "time": 0.22751} +{"mode": "train", "epoch": 138, "iter": 1300, "lr": 0.00042, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05035, "loss": 0.05035, "time": 0.22686} +{"mode": "train", "epoch": 138, "iter": 1400, "lr": 0.00042, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05289, "loss": 0.05289, "time": 0.22646} +{"mode": "train", "epoch": 138, "iter": 1500, "lr": 0.00042, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04264, "loss": 0.04264, "time": 0.22673} +{"mode": "train", "epoch": 138, "iter": 1600, "lr": 0.00042, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.0392, "loss": 0.0392, "time": 0.22578} +{"mode": "train", "epoch": 138, "iter": 1700, "lr": 0.00041, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03787, "loss": 0.03787, "time": 0.22547} +{"mode": "train", "epoch": 138, "iter": 1800, "lr": 0.00041, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05603, "loss": 0.05603, "time": 0.22516} +{"mode": "train", "epoch": 138, "iter": 1900, "lr": 0.00041, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04873, "loss": 0.04873, "time": 0.22614} +{"mode": "train", "epoch": 138, "iter": 2000, "lr": 0.00041, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04125, "loss": 0.04125, "time": 0.22596} +{"mode": "train", "epoch": 138, "iter": 2100, "lr": 0.0004, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.0486, "loss": 0.0486, "time": 0.22649} +{"mode": "train", "epoch": 138, "iter": 2200, "lr": 0.0004, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05043, "loss": 0.05043, "time": 0.22656} +{"mode": "train", "epoch": 138, "iter": 2300, "lr": 0.0004, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03872, "loss": 0.03872, "time": 0.22637} +{"mode": "train", "epoch": 138, "iter": 2400, "lr": 0.0004, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.04933, "loss": 0.04933, "time": 0.22646} +{"mode": "train", "epoch": 138, "iter": 2500, "lr": 0.00039, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03885, "loss": 0.03885, "time": 0.22588} +{"mode": "val", "epoch": 138, "iter": 1031, "lr": 0.00039, "top1_acc": 0.87881, "top5_acc": 0.97926} +{"mode": "train", "epoch": 139, "iter": 100, "lr": 0.00039, "memory": 6499, "data_time": 0.19595, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03666, "loss": 0.03666, "time": 0.42154} +{"mode": "train", "epoch": 139, "iter": 200, "lr": 0.00039, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03778, "loss": 0.03778, "time": 0.22587} +{"mode": "train", "epoch": 139, "iter": 300, "lr": 0.00038, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04274, "loss": 0.04274, "time": 0.22652} +{"mode": "train", "epoch": 139, "iter": 400, "lr": 0.00038, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03595, "loss": 0.03595, "time": 0.22634} +{"mode": "train", "epoch": 139, "iter": 500, "lr": 0.00038, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03665, "loss": 0.03665, "time": 0.2269} +{"mode": "train", "epoch": 139, "iter": 600, "lr": 0.00038, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04432, "loss": 0.04432, "time": 0.22577} +{"mode": "train", "epoch": 139, "iter": 700, "lr": 0.00037, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04165, "loss": 0.04165, "time": 0.22792} +{"mode": "train", "epoch": 139, "iter": 800, "lr": 0.00037, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04719, "loss": 0.04719, "time": 0.2262} +{"mode": "train", "epoch": 139, "iter": 900, "lr": 0.00037, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0371, "loss": 0.0371, "time": 0.22659} +{"mode": "train", "epoch": 139, "iter": 1000, "lr": 0.00037, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04018, "loss": 0.04018, "time": 0.22506} +{"mode": "train", "epoch": 139, "iter": 1100, "lr": 0.00036, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03779, "loss": 0.03779, "time": 0.22653} +{"mode": "train", "epoch": 139, "iter": 1200, "lr": 0.00036, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03856, "loss": 0.03856, "time": 0.22573} +{"mode": "train", "epoch": 139, "iter": 1300, "lr": 0.00036, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04398, "loss": 0.04398, "time": 0.22544} +{"mode": "train", "epoch": 139, "iter": 1400, "lr": 0.00036, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03727, "loss": 0.03727, "time": 0.22543} +{"mode": "train", "epoch": 139, "iter": 1500, "lr": 0.00035, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.0432, "loss": 0.0432, "time": 0.22584} +{"mode": "train", "epoch": 139, "iter": 1600, "lr": 0.00035, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03625, "loss": 0.03625, "time": 0.22513} +{"mode": "train", "epoch": 139, "iter": 1700, "lr": 0.00035, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04526, "loss": 0.04526, "time": 0.22832} +{"mode": "train", "epoch": 139, "iter": 1800, "lr": 0.00035, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.0468, "loss": 0.0468, "time": 0.22627} +{"mode": "train", "epoch": 139, "iter": 1900, "lr": 0.00034, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03922, "loss": 0.03922, "time": 0.22665} +{"mode": "train", "epoch": 139, "iter": 2000, "lr": 0.00034, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04822, "loss": 0.04822, "time": 0.22656} +{"mode": "train", "epoch": 139, "iter": 2100, "lr": 0.00034, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03657, "loss": 0.03657, "time": 0.22744} +{"mode": "train", "epoch": 139, "iter": 2200, "lr": 0.00034, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04158, "loss": 0.04158, "time": 0.22602} +{"mode": "train", "epoch": 139, "iter": 2300, "lr": 0.00034, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03361, "loss": 0.03361, "time": 0.22705} +{"mode": "train", "epoch": 139, "iter": 2400, "lr": 0.00033, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04244, "loss": 0.04244, "time": 0.22695} +{"mode": "train", "epoch": 139, "iter": 2500, "lr": 0.00033, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04192, "loss": 0.04192, "time": 0.22646} +{"mode": "val", "epoch": 139, "iter": 1031, "lr": 0.00033, "top1_acc": 0.87966, "top5_acc": 0.97835} +{"mode": "train", "epoch": 140, "iter": 100, "lr": 0.00033, "memory": 6499, "data_time": 0.2003, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04063, "loss": 0.04063, "time": 0.42737} +{"mode": "train", "epoch": 140, "iter": 200, "lr": 0.00033, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03241, "loss": 0.03241, "time": 0.22716} +{"mode": "train", "epoch": 140, "iter": 300, "lr": 0.00032, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03749, "loss": 0.03749, "time": 0.22711} +{"mode": "train", "epoch": 140, "iter": 400, "lr": 0.00032, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03607, "loss": 0.03607, "time": 0.22687} +{"mode": "train", "epoch": 140, "iter": 500, "lr": 0.00032, "memory": 6499, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03528, "loss": 0.03528, "time": 0.22718} +{"mode": "train", "epoch": 140, "iter": 600, "lr": 0.00032, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03843, "loss": 0.03843, "time": 0.22685} +{"mode": "train", "epoch": 140, "iter": 700, "lr": 0.00031, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03528, "loss": 0.03528, "time": 0.22699} +{"mode": "train", "epoch": 140, "iter": 800, "lr": 0.00031, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03432, "loss": 0.03432, "time": 0.22539} +{"mode": "train", "epoch": 140, "iter": 900, "lr": 0.00031, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03764, "loss": 0.03764, "time": 0.22702} +{"mode": "train", "epoch": 140, "iter": 1000, "lr": 0.00031, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03869, "loss": 0.03869, "time": 0.22643} +{"mode": "train", "epoch": 140, "iter": 1100, "lr": 0.0003, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0378, "loss": 0.0378, "time": 0.22652} +{"mode": "train", "epoch": 140, "iter": 1200, "lr": 0.0003, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03588, "loss": 0.03588, "time": 0.2259} +{"mode": "train", "epoch": 140, "iter": 1300, "lr": 0.0003, "memory": 6499, "data_time": 0.0003, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03186, "loss": 0.03186, "time": 0.22645} +{"mode": "train", "epoch": 140, "iter": 1400, "lr": 0.0003, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03201, "loss": 0.03201, "time": 0.2261} +{"mode": "train", "epoch": 140, "iter": 1500, "lr": 0.0003, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03621, "loss": 0.03621, "time": 0.2254} +{"mode": "train", "epoch": 140, "iter": 1600, "lr": 0.00029, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03455, "loss": 0.03455, "time": 0.22571} +{"mode": "train", "epoch": 140, "iter": 1700, "lr": 0.00029, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03753, "loss": 0.03753, "time": 0.22754} +{"mode": "train", "epoch": 140, "iter": 1800, "lr": 0.00029, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03314, "loss": 0.03314, "time": 0.22601} +{"mode": "train", "epoch": 140, "iter": 1900, "lr": 0.00029, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03386, "loss": 0.03386, "time": 0.22659} +{"mode": "train", "epoch": 140, "iter": 2000, "lr": 0.00028, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03683, "loss": 0.03683, "time": 0.22605} +{"mode": "train", "epoch": 140, "iter": 2100, "lr": 0.00028, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03917, "loss": 0.03917, "time": 0.22601} +{"mode": "train", "epoch": 140, "iter": 2200, "lr": 0.00028, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.0402, "loss": 0.0402, "time": 0.22621} +{"mode": "train", "epoch": 140, "iter": 2300, "lr": 0.00028, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03586, "loss": 0.03586, "time": 0.22698} +{"mode": "train", "epoch": 140, "iter": 2400, "lr": 0.00028, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03237, "loss": 0.03237, "time": 0.22683} +{"mode": "train", "epoch": 140, "iter": 2500, "lr": 0.00027, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04266, "loss": 0.04266, "time": 0.2261} +{"mode": "val", "epoch": 140, "iter": 1031, "lr": 0.00027, "top1_acc": 0.88172, "top5_acc": 0.97907} +{"mode": "train", "epoch": 141, "iter": 100, "lr": 0.00027, "memory": 6499, "data_time": 0.19311, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03953, "loss": 0.03953, "time": 0.42001} +{"mode": "train", "epoch": 141, "iter": 200, "lr": 0.00027, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.036, "loss": 0.036, "time": 0.22521} +{"mode": "train", "epoch": 141, "iter": 300, "lr": 0.00027, "memory": 6499, "data_time": 0.00039, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03893, "loss": 0.03893, "time": 0.22605} +{"mode": "train", "epoch": 141, "iter": 400, "lr": 0.00026, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03652, "loss": 0.03652, "time": 0.22708} +{"mode": "train", "epoch": 141, "iter": 500, "lr": 0.00026, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03775, "loss": 0.03775, "time": 0.22709} +{"mode": "train", "epoch": 141, "iter": 600, "lr": 0.00026, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03562, "loss": 0.03562, "time": 0.22622} +{"mode": "train", "epoch": 141, "iter": 700, "lr": 0.00026, "memory": 6499, "data_time": 0.00047, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03632, "loss": 0.03632, "time": 0.22727} +{"mode": "train", "epoch": 141, "iter": 800, "lr": 0.00026, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03773, "loss": 0.03773, "time": 0.22577} +{"mode": "train", "epoch": 141, "iter": 900, "lr": 0.00025, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04001, "loss": 0.04001, "time": 0.22574} +{"mode": "train", "epoch": 141, "iter": 1000, "lr": 0.00025, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03887, "loss": 0.03887, "time": 0.22761} +{"mode": "train", "epoch": 141, "iter": 1100, "lr": 0.00025, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03888, "loss": 0.03888, "time": 0.22717} +{"mode": "train", "epoch": 141, "iter": 1200, "lr": 0.00025, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03615, "loss": 0.03615, "time": 0.22702} +{"mode": "train", "epoch": 141, "iter": 1300, "lr": 0.00025, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03909, "loss": 0.03909, "time": 0.2259} +{"mode": "train", "epoch": 141, "iter": 1400, "lr": 0.00024, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03662, "loss": 0.03662, "time": 0.22611} +{"mode": "train", "epoch": 141, "iter": 1500, "lr": 0.00024, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04067, "loss": 0.04067, "time": 0.22726} +{"mode": "train", "epoch": 141, "iter": 1600, "lr": 0.00024, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03678, "loss": 0.03678, "time": 0.22712} +{"mode": "train", "epoch": 141, "iter": 1700, "lr": 0.00024, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03231, "loss": 0.03231, "time": 0.22598} +{"mode": "train", "epoch": 141, "iter": 1800, "lr": 0.00024, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04093, "loss": 0.04093, "time": 0.22653} +{"mode": "train", "epoch": 141, "iter": 1900, "lr": 0.00023, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03541, "loss": 0.03541, "time": 0.22623} +{"mode": "train", "epoch": 141, "iter": 2000, "lr": 0.00023, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03816, "loss": 0.03816, "time": 0.22644} +{"mode": "train", "epoch": 141, "iter": 2100, "lr": 0.00023, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03893, "loss": 0.03893, "time": 0.22631} +{"mode": "train", "epoch": 141, "iter": 2200, "lr": 0.00023, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0391, "loss": 0.0391, "time": 0.22561} +{"mode": "train", "epoch": 141, "iter": 2300, "lr": 0.00023, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03562, "loss": 0.03562, "time": 0.22488} +{"mode": "train", "epoch": 141, "iter": 2400, "lr": 0.00022, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.04001, "loss": 0.04001, "time": 0.22656} +{"mode": "train", "epoch": 141, "iter": 2500, "lr": 0.00022, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0385, "loss": 0.0385, "time": 0.22729} +{"mode": "val", "epoch": 141, "iter": 1031, "lr": 0.00022, "top1_acc": 0.8827, "top5_acc": 0.97926} +{"mode": "train", "epoch": 142, "iter": 100, "lr": 0.00022, "memory": 6499, "data_time": 0.1885, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03245, "loss": 0.03245, "time": 0.41447} +{"mode": "train", "epoch": 142, "iter": 200, "lr": 0.00022, "memory": 6499, "data_time": 0.00034, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03884, "loss": 0.03884, "time": 0.22603} +{"mode": "train", "epoch": 142, "iter": 300, "lr": 0.00022, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0325, "loss": 0.0325, "time": 0.22591} +{"mode": "train", "epoch": 142, "iter": 400, "lr": 0.00021, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03593, "loss": 0.03593, "time": 0.22536} +{"mode": "train", "epoch": 142, "iter": 500, "lr": 0.00021, "memory": 6499, "data_time": 0.00028, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03956, "loss": 0.03956, "time": 0.22676} +{"mode": "train", "epoch": 142, "iter": 600, "lr": 0.00021, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03262, "loss": 0.03262, "time": 0.22672} +{"mode": "train", "epoch": 142, "iter": 700, "lr": 0.00021, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03568, "loss": 0.03568, "time": 0.22727} +{"mode": "train", "epoch": 142, "iter": 800, "lr": 0.00021, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03066, "loss": 0.03066, "time": 0.22741} +{"mode": "train", "epoch": 142, "iter": 900, "lr": 0.0002, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04269, "loss": 0.04269, "time": 0.22752} +{"mode": "train", "epoch": 142, "iter": 1000, "lr": 0.0002, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0389, "loss": 0.0389, "time": 0.22659} +{"mode": "train", "epoch": 142, "iter": 1100, "lr": 0.0002, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0348, "loss": 0.0348, "time": 0.22525} +{"mode": "train", "epoch": 142, "iter": 1200, "lr": 0.0002, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04244, "loss": 0.04244, "time": 0.22589} +{"mode": "train", "epoch": 142, "iter": 1300, "lr": 0.0002, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0346, "loss": 0.0346, "time": 0.22677} +{"mode": "train", "epoch": 142, "iter": 1400, "lr": 0.00019, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03676, "loss": 0.03676, "time": 0.22582} +{"mode": "train", "epoch": 142, "iter": 1500, "lr": 0.00019, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03606, "loss": 0.03606, "time": 0.22775} +{"mode": "train", "epoch": 142, "iter": 1600, "lr": 0.00019, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03711, "loss": 0.03711, "time": 0.22598} +{"mode": "train", "epoch": 142, "iter": 1700, "lr": 0.00019, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03343, "loss": 0.03343, "time": 0.22586} +{"mode": "train", "epoch": 142, "iter": 1800, "lr": 0.00019, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03506, "loss": 0.03506, "time": 0.22621} +{"mode": "train", "epoch": 142, "iter": 1900, "lr": 0.00019, "memory": 6499, "data_time": 0.00036, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04123, "loss": 0.04123, "time": 0.2271} +{"mode": "train", "epoch": 142, "iter": 2000, "lr": 0.00018, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0358, "loss": 0.0358, "time": 0.22693} +{"mode": "train", "epoch": 142, "iter": 2100, "lr": 0.00018, "memory": 6499, "data_time": 0.00035, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03642, "loss": 0.03642, "time": 0.22723} +{"mode": "train", "epoch": 142, "iter": 2200, "lr": 0.00018, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03753, "loss": 0.03753, "time": 0.22615} +{"mode": "train", "epoch": 142, "iter": 2300, "lr": 0.00018, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03162, "loss": 0.03162, "time": 0.22697} +{"mode": "train", "epoch": 142, "iter": 2400, "lr": 0.00018, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03993, "loss": 0.03993, "time": 0.22646} +{"mode": "train", "epoch": 142, "iter": 2500, "lr": 0.00018, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03679, "loss": 0.03679, "time": 0.22689} +{"mode": "val", "epoch": 142, "iter": 1031, "lr": 0.00018, "top1_acc": 0.88251, "top5_acc": 0.9798} +{"mode": "train", "epoch": 143, "iter": 100, "lr": 0.00017, "memory": 6499, "data_time": 0.19292, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03565, "loss": 0.03565, "time": 0.41835} +{"mode": "train", "epoch": 143, "iter": 200, "lr": 0.00017, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03628, "loss": 0.03628, "time": 0.2268} +{"mode": "train", "epoch": 143, "iter": 300, "lr": 0.00017, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03482, "loss": 0.03482, "time": 0.22688} +{"mode": "train", "epoch": 143, "iter": 400, "lr": 0.00017, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 0.99938, "loss_cls": 0.03681, "loss": 0.03681, "time": 0.22642} +{"mode": "train", "epoch": 143, "iter": 500, "lr": 0.00017, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03043, "loss": 0.03043, "time": 0.22495} +{"mode": "train", "epoch": 143, "iter": 600, "lr": 0.00016, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03313, "loss": 0.03313, "time": 0.22727} +{"mode": "train", "epoch": 143, "iter": 700, "lr": 0.00016, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03798, "loss": 0.03798, "time": 0.2259} +{"mode": "train", "epoch": 143, "iter": 800, "lr": 0.00016, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0305, "loss": 0.0305, "time": 0.22675} +{"mode": "train", "epoch": 143, "iter": 900, "lr": 0.00016, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04177, "loss": 0.04177, "time": 0.22669} +{"mode": "train", "epoch": 143, "iter": 1000, "lr": 0.00016, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03088, "loss": 0.03088, "time": 0.22651} +{"mode": "train", "epoch": 143, "iter": 1100, "lr": 0.00016, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03518, "loss": 0.03518, "time": 0.22499} +{"mode": "train", "epoch": 143, "iter": 1200, "lr": 0.00015, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03007, "loss": 0.03007, "time": 0.22546} +{"mode": "train", "epoch": 143, "iter": 1300, "lr": 0.00015, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03585, "loss": 0.03585, "time": 0.22643} +{"mode": "train", "epoch": 143, "iter": 1400, "lr": 0.00015, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03662, "loss": 0.03662, "time": 0.22683} +{"mode": "train", "epoch": 143, "iter": 1500, "lr": 0.00015, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03206, "loss": 0.03206, "time": 0.22613} +{"mode": "train", "epoch": 143, "iter": 1600, "lr": 0.00015, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03374, "loss": 0.03374, "time": 0.22689} +{"mode": "train", "epoch": 143, "iter": 1700, "lr": 0.00015, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0323, "loss": 0.0323, "time": 0.22597} +{"mode": "train", "epoch": 143, "iter": 1800, "lr": 0.00015, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03259, "loss": 0.03259, "time": 0.22551} +{"mode": "train", "epoch": 143, "iter": 1900, "lr": 0.00014, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03622, "loss": 0.03622, "time": 0.22671} +{"mode": "train", "epoch": 143, "iter": 2000, "lr": 0.00014, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0294, "loss": 0.0294, "time": 0.2251} +{"mode": "train", "epoch": 143, "iter": 2100, "lr": 0.00014, "memory": 6499, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03188, "loss": 0.03188, "time": 0.22607} +{"mode": "train", "epoch": 143, "iter": 2200, "lr": 0.00014, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03196, "loss": 0.03196, "time": 0.22662} +{"mode": "train", "epoch": 143, "iter": 2300, "lr": 0.00014, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03276, "loss": 0.03276, "time": 0.22549} +{"mode": "train", "epoch": 143, "iter": 2400, "lr": 0.00014, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03458, "loss": 0.03458, "time": 0.22769} +{"mode": "train", "epoch": 143, "iter": 2500, "lr": 0.00013, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03345, "loss": 0.03345, "time": 0.22568} +{"mode": "val", "epoch": 143, "iter": 1031, "lr": 0.00013, "top1_acc": 0.88348, "top5_acc": 0.97932} +{"mode": "train", "epoch": 144, "iter": 100, "lr": 0.00013, "memory": 6499, "data_time": 0.18827, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04075, "loss": 0.04075, "time": 0.41471} +{"mode": "train", "epoch": 144, "iter": 200, "lr": 0.00013, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03774, "loss": 0.03774, "time": 0.2257} +{"mode": "train", "epoch": 144, "iter": 300, "lr": 0.00013, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0357, "loss": 0.0357, "time": 0.2255} +{"mode": "train", "epoch": 144, "iter": 400, "lr": 0.00013, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03551, "loss": 0.03551, "time": 0.22665} +{"mode": "train", "epoch": 144, "iter": 500, "lr": 0.00013, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03139, "loss": 0.03139, "time": 0.22615} +{"mode": "train", "epoch": 144, "iter": 600, "lr": 0.00013, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03136, "loss": 0.03136, "time": 0.22596} +{"mode": "train", "epoch": 144, "iter": 700, "lr": 0.00012, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03295, "loss": 0.03295, "time": 0.22639} +{"mode": "train", "epoch": 144, "iter": 800, "lr": 0.00012, "memory": 6499, "data_time": 0.0004, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0363, "loss": 0.0363, "time": 0.22725} +{"mode": "train", "epoch": 144, "iter": 900, "lr": 0.00012, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03912, "loss": 0.03912, "time": 0.22649} +{"mode": "train", "epoch": 144, "iter": 1000, "lr": 0.00012, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03282, "loss": 0.03282, "time": 0.22704} +{"mode": "train", "epoch": 144, "iter": 1100, "lr": 0.00012, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03357, "loss": 0.03357, "time": 0.22612} +{"mode": "train", "epoch": 144, "iter": 1200, "lr": 0.00012, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03347, "loss": 0.03347, "time": 0.22565} +{"mode": "train", "epoch": 144, "iter": 1300, "lr": 0.00012, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03388, "loss": 0.03388, "time": 0.22651} +{"mode": "train", "epoch": 144, "iter": 1400, "lr": 0.00011, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03245, "loss": 0.03245, "time": 0.22594} +{"mode": "train", "epoch": 144, "iter": 1500, "lr": 0.00011, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03141, "loss": 0.03141, "time": 0.2257} +{"mode": "train", "epoch": 144, "iter": 1600, "lr": 0.00011, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03446, "loss": 0.03446, "time": 0.22591} +{"mode": "train", "epoch": 144, "iter": 1700, "lr": 0.00011, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03629, "loss": 0.03629, "time": 0.22549} +{"mode": "train", "epoch": 144, "iter": 1800, "lr": 0.00011, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03522, "loss": 0.03522, "time": 0.22755} +{"mode": "train", "epoch": 144, "iter": 1900, "lr": 0.00011, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 0.99938, "loss_cls": 0.03534, "loss": 0.03534, "time": 0.22539} +{"mode": "train", "epoch": 144, "iter": 2000, "lr": 0.00011, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03217, "loss": 0.03217, "time": 0.22676} +{"mode": "train", "epoch": 144, "iter": 2100, "lr": 0.0001, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0377, "loss": 0.0377, "time": 0.22568} +{"mode": "train", "epoch": 144, "iter": 2200, "lr": 0.0001, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04429, "loss": 0.04429, "time": 0.22631} +{"mode": "train", "epoch": 144, "iter": 2300, "lr": 0.0001, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03222, "loss": 0.03222, "time": 0.22698} +{"mode": "train", "epoch": 144, "iter": 2400, "lr": 0.0001, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03582, "loss": 0.03582, "time": 0.22652} +{"mode": "train", "epoch": 144, "iter": 2500, "lr": 0.0001, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04074, "loss": 0.04074, "time": 0.22621} +{"mode": "val", "epoch": 144, "iter": 1031, "lr": 0.0001, "top1_acc": 0.88464, "top5_acc": 0.97986} +{"mode": "train", "epoch": 145, "iter": 100, "lr": 0.0001, "memory": 6499, "data_time": 0.18609, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03468, "loss": 0.03468, "time": 0.41328} +{"mode": "train", "epoch": 145, "iter": 200, "lr": 0.0001, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03552, "loss": 0.03552, "time": 0.22667} +{"mode": "train", "epoch": 145, "iter": 300, "lr": 9e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03069, "loss": 0.03069, "time": 0.22563} +{"mode": "train", "epoch": 145, "iter": 400, "lr": 9e-05, "memory": 6499, "data_time": 0.00031, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0313, "loss": 0.0313, "time": 0.22546} +{"mode": "train", "epoch": 145, "iter": 500, "lr": 9e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03742, "loss": 0.03742, "time": 0.22713} +{"mode": "train", "epoch": 145, "iter": 600, "lr": 9e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03379, "loss": 0.03379, "time": 0.22647} +{"mode": "train", "epoch": 145, "iter": 700, "lr": 9e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03995, "loss": 0.03995, "time": 0.22698} +{"mode": "train", "epoch": 145, "iter": 800, "lr": 9e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03361, "loss": 0.03361, "time": 0.22658} +{"mode": "train", "epoch": 145, "iter": 900, "lr": 9e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03345, "loss": 0.03345, "time": 0.22622} +{"mode": "train", "epoch": 145, "iter": 1000, "lr": 9e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.0401, "loss": 0.0401, "time": 0.22652} +{"mode": "train", "epoch": 145, "iter": 1100, "lr": 8e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03592, "loss": 0.03592, "time": 0.2265} +{"mode": "train", "epoch": 145, "iter": 1200, "lr": 8e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03907, "loss": 0.03907, "time": 0.22665} +{"mode": "train", "epoch": 145, "iter": 1300, "lr": 8e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03594, "loss": 0.03594, "time": 0.22555} +{"mode": "train", "epoch": 145, "iter": 1400, "lr": 8e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03286, "loss": 0.03286, "time": 0.22515} +{"mode": "train", "epoch": 145, "iter": 1500, "lr": 8e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03404, "loss": 0.03404, "time": 0.22559} +{"mode": "train", "epoch": 145, "iter": 1600, "lr": 8e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03602, "loss": 0.03602, "time": 0.22608} +{"mode": "train", "epoch": 145, "iter": 1700, "lr": 8e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03098, "loss": 0.03098, "time": 0.2268} +{"mode": "train", "epoch": 145, "iter": 1800, "lr": 8e-05, "memory": 6499, "data_time": 0.00029, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03575, "loss": 0.03575, "time": 0.22636} +{"mode": "train", "epoch": 145, "iter": 1900, "lr": 8e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02953, "loss": 0.02953, "time": 0.22705} +{"mode": "train", "epoch": 145, "iter": 2000, "lr": 7e-05, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03164, "loss": 0.03164, "time": 0.22675} +{"mode": "train", "epoch": 145, "iter": 2100, "lr": 7e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03679, "loss": 0.03679, "time": 0.22686} +{"mode": "train", "epoch": 145, "iter": 2200, "lr": 7e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03332, "loss": 0.03332, "time": 0.2275} +{"mode": "train", "epoch": 145, "iter": 2300, "lr": 7e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04175, "loss": 0.04175, "time": 0.2269} +{"mode": "train", "epoch": 145, "iter": 2400, "lr": 7e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03612, "loss": 0.03612, "time": 0.22703} +{"mode": "train", "epoch": 145, "iter": 2500, "lr": 7e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03888, "loss": 0.03888, "time": 0.2262} +{"mode": "val", "epoch": 145, "iter": 1031, "lr": 7e-05, "top1_acc": 0.88633, "top5_acc": 0.97944} +{"mode": "train", "epoch": 146, "iter": 100, "lr": 7e-05, "memory": 6499, "data_time": 0.18552, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02989, "loss": 0.02989, "time": 0.41151} +{"mode": "train", "epoch": 146, "iter": 200, "lr": 7e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0379, "loss": 0.0379, "time": 0.22538} +{"mode": "train", "epoch": 146, "iter": 300, "lr": 7e-05, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0316, "loss": 0.0316, "time": 0.22712} +{"mode": "train", "epoch": 146, "iter": 400, "lr": 6e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03743, "loss": 0.03743, "time": 0.22619} +{"mode": "train", "epoch": 146, "iter": 500, "lr": 6e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0335, "loss": 0.0335, "time": 0.22734} +{"mode": "train", "epoch": 146, "iter": 600, "lr": 6e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03271, "loss": 0.03271, "time": 0.22687} +{"mode": "train", "epoch": 146, "iter": 700, "lr": 6e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03066, "loss": 0.03066, "time": 0.22689} +{"mode": "train", "epoch": 146, "iter": 800, "lr": 6e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03173, "loss": 0.03173, "time": 0.22658} +{"mode": "train", "epoch": 146, "iter": 900, "lr": 6e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03057, "loss": 0.03057, "time": 0.22655} +{"mode": "train", "epoch": 146, "iter": 1000, "lr": 6e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03738, "loss": 0.03738, "time": 0.22626} +{"mode": "train", "epoch": 146, "iter": 1100, "lr": 6e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03554, "loss": 0.03554, "time": 0.22517} +{"mode": "train", "epoch": 146, "iter": 1200, "lr": 6e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03283, "loss": 0.03283, "time": 0.22576} +{"mode": "train", "epoch": 146, "iter": 1300, "lr": 6e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03733, "loss": 0.03733, "time": 0.22587} +{"mode": "train", "epoch": 146, "iter": 1400, "lr": 5e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0307, "loss": 0.0307, "time": 0.22668} +{"mode": "train", "epoch": 146, "iter": 1500, "lr": 5e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03207, "loss": 0.03207, "time": 0.22664} +{"mode": "train", "epoch": 146, "iter": 1600, "lr": 5e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03028, "loss": 0.03028, "time": 0.22739} +{"mode": "train", "epoch": 146, "iter": 1700, "lr": 5e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03856, "loss": 0.03856, "time": 0.22652} +{"mode": "train", "epoch": 146, "iter": 1800, "lr": 5e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03815, "loss": 0.03815, "time": 0.22911} +{"mode": "train", "epoch": 146, "iter": 1900, "lr": 5e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03291, "loss": 0.03291, "time": 0.2262} +{"mode": "train", "epoch": 146, "iter": 2000, "lr": 5e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03744, "loss": 0.03744, "time": 0.22527} +{"mode": "train", "epoch": 146, "iter": 2100, "lr": 5e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03374, "loss": 0.03374, "time": 0.2273} +{"mode": "train", "epoch": 146, "iter": 2200, "lr": 5e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03386, "loss": 0.03386, "time": 0.22627} +{"mode": "train", "epoch": 146, "iter": 2300, "lr": 5e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03431, "loss": 0.03431, "time": 0.22514} +{"mode": "train", "epoch": 146, "iter": 2400, "lr": 4e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03035, "loss": 0.03035, "time": 0.22541} +{"mode": "train", "epoch": 146, "iter": 2500, "lr": 4e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03392, "loss": 0.03392, "time": 0.22526} +{"mode": "val", "epoch": 146, "iter": 1031, "lr": 4e-05, "top1_acc": 0.88409, "top5_acc": 0.97853} +{"mode": "train", "epoch": 147, "iter": 100, "lr": 4e-05, "memory": 6499, "data_time": 0.19223, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03327, "loss": 0.03327, "time": 0.41909} +{"mode": "train", "epoch": 147, "iter": 200, "lr": 4e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02994, "loss": 0.02994, "time": 0.22816} +{"mode": "train", "epoch": 147, "iter": 300, "lr": 4e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03273, "loss": 0.03273, "time": 0.22572} +{"mode": "train", "epoch": 147, "iter": 400, "lr": 4e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04321, "loss": 0.04321, "time": 0.22523} +{"mode": "train", "epoch": 147, "iter": 500, "lr": 4e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03421, "loss": 0.03421, "time": 0.22772} +{"mode": "train", "epoch": 147, "iter": 600, "lr": 4e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02909, "loss": 0.02909, "time": 0.22724} +{"mode": "train", "epoch": 147, "iter": 700, "lr": 4e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03518, "loss": 0.03518, "time": 0.2262} +{"mode": "train", "epoch": 147, "iter": 800, "lr": 4e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03443, "loss": 0.03443, "time": 0.22627} +{"mode": "train", "epoch": 147, "iter": 900, "lr": 4e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02972, "loss": 0.02972, "time": 0.22619} +{"mode": "train", "epoch": 147, "iter": 1000, "lr": 4e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03574, "loss": 0.03574, "time": 0.22562} +{"mode": "train", "epoch": 147, "iter": 1100, "lr": 3e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03194, "loss": 0.03194, "time": 0.22635} +{"mode": "train", "epoch": 147, "iter": 1200, "lr": 3e-05, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03814, "loss": 0.03814, "time": 0.22624} +{"mode": "train", "epoch": 147, "iter": 1300, "lr": 3e-05, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03173, "loss": 0.03173, "time": 0.22736} +{"mode": "train", "epoch": 147, "iter": 1400, "lr": 3e-05, "memory": 6499, "data_time": 0.00032, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03371, "loss": 0.03371, "time": 0.22574} +{"mode": "train", "epoch": 147, "iter": 1500, "lr": 3e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03401, "loss": 0.03401, "time": 0.22519} +{"mode": "train", "epoch": 147, "iter": 1600, "lr": 3e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03164, "loss": 0.03164, "time": 0.22741} +{"mode": "train", "epoch": 147, "iter": 1700, "lr": 3e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0317, "loss": 0.0317, "time": 0.22653} +{"mode": "train", "epoch": 147, "iter": 1800, "lr": 3e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03263, "loss": 0.03263, "time": 0.22668} +{"mode": "train", "epoch": 147, "iter": 1900, "lr": 3e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03689, "loss": 0.03689, "time": 0.22583} +{"mode": "train", "epoch": 147, "iter": 2000, "lr": 3e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03209, "loss": 0.03209, "time": 0.22665} +{"mode": "train", "epoch": 147, "iter": 2100, "lr": 3e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03298, "loss": 0.03298, "time": 0.22611} +{"mode": "train", "epoch": 147, "iter": 2200, "lr": 3e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0301, "loss": 0.0301, "time": 0.22655} +{"mode": "train", "epoch": 147, "iter": 2300, "lr": 3e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02962, "loss": 0.02962, "time": 0.22566} +{"mode": "train", "epoch": 147, "iter": 2400, "lr": 3e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0304, "loss": 0.0304, "time": 0.22615} +{"mode": "train", "epoch": 147, "iter": 2500, "lr": 2e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02957, "loss": 0.02957, "time": 0.22677} +{"mode": "val", "epoch": 147, "iter": 1031, "lr": 2e-05, "top1_acc": 0.87651, "top5_acc": 0.9781} +{"mode": "train", "epoch": 148, "iter": 100, "lr": 2e-05, "memory": 6499, "data_time": 0.18292, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03257, "loss": 0.03257, "time": 0.40862} +{"mode": "train", "epoch": 148, "iter": 200, "lr": 2e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03211, "loss": 0.03211, "time": 0.22621} +{"mode": "train", "epoch": 148, "iter": 300, "lr": 2e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02917, "loss": 0.02917, "time": 0.22807} +{"mode": "train", "epoch": 148, "iter": 400, "lr": 2e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03664, "loss": 0.03664, "time": 0.22644} +{"mode": "train", "epoch": 148, "iter": 500, "lr": 2e-05, "memory": 6499, "data_time": 0.00038, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03534, "loss": 0.03534, "time": 0.22697} +{"mode": "train", "epoch": 148, "iter": 600, "lr": 2e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03474, "loss": 0.03474, "time": 0.22649} +{"mode": "train", "epoch": 148, "iter": 700, "lr": 2e-05, "memory": 6499, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03586, "loss": 0.03586, "time": 0.22567} +{"mode": "train", "epoch": 148, "iter": 800, "lr": 2e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03279, "loss": 0.03279, "time": 0.22607} +{"mode": "train", "epoch": 148, "iter": 900, "lr": 2e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03219, "loss": 0.03219, "time": 0.22576} +{"mode": "train", "epoch": 148, "iter": 1000, "lr": 2e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03722, "loss": 0.03722, "time": 0.2267} +{"mode": "train", "epoch": 148, "iter": 1100, "lr": 2e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03252, "loss": 0.03252, "time": 0.22594} +{"mode": "train", "epoch": 148, "iter": 1200, "lr": 2e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03221, "loss": 0.03221, "time": 0.2269} +{"mode": "train", "epoch": 148, "iter": 1300, "lr": 2e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03259, "loss": 0.03259, "time": 0.2259} +{"mode": "train", "epoch": 148, "iter": 1400, "lr": 2e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0291, "loss": 0.0291, "time": 0.22582} +{"mode": "train", "epoch": 148, "iter": 1500, "lr": 2e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02938, "loss": 0.02938, "time": 0.226} +{"mode": "train", "epoch": 148, "iter": 1600, "lr": 2e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03135, "loss": 0.03135, "time": 0.22693} +{"mode": "train", "epoch": 148, "iter": 1700, "lr": 1e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03359, "loss": 0.03359, "time": 0.22509} +{"mode": "train", "epoch": 148, "iter": 1800, "lr": 1e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03525, "loss": 0.03525, "time": 0.2251} +{"mode": "train", "epoch": 148, "iter": 1900, "lr": 1e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02971, "loss": 0.02971, "time": 0.22527} +{"mode": "train", "epoch": 148, "iter": 2000, "lr": 1e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03537, "loss": 0.03537, "time": 0.22455} +{"mode": "train", "epoch": 148, "iter": 2100, "lr": 1e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03227, "loss": 0.03227, "time": 0.22468} +{"mode": "train", "epoch": 148, "iter": 2200, "lr": 1e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03302, "loss": 0.03302, "time": 0.22524} +{"mode": "train", "epoch": 148, "iter": 2300, "lr": 1e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0353, "loss": 0.0353, "time": 0.22543} +{"mode": "train", "epoch": 148, "iter": 2400, "lr": 1e-05, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03454, "loss": 0.03454, "time": 0.22516} +{"mode": "train", "epoch": 148, "iter": 2500, "lr": 1e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03157, "loss": 0.03157, "time": 0.22571} +{"mode": "val", "epoch": 148, "iter": 1031, "lr": 1e-05, "top1_acc": 0.88361, "top5_acc": 0.98047} +{"mode": "train", "epoch": 149, "iter": 100, "lr": 1e-05, "memory": 6499, "data_time": 0.19163, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02851, "loss": 0.02851, "time": 0.41681} +{"mode": "train", "epoch": 149, "iter": 200, "lr": 1e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.03667, "loss": 0.03667, "time": 0.22666} +{"mode": "train", "epoch": 149, "iter": 300, "lr": 1e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03202, "loss": 0.03202, "time": 0.22537} +{"mode": "train", "epoch": 149, "iter": 400, "lr": 1e-05, "memory": 6499, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02931, "loss": 0.02931, "time": 0.22553} +{"mode": "train", "epoch": 149, "iter": 500, "lr": 1e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03652, "loss": 0.03652, "time": 0.22541} +{"mode": "train", "epoch": 149, "iter": 600, "lr": 1e-05, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03293, "loss": 0.03293, "time": 0.22598} +{"mode": "train", "epoch": 149, "iter": 700, "lr": 1e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0328, "loss": 0.0328, "time": 0.22629} +{"mode": "train", "epoch": 149, "iter": 800, "lr": 1e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03314, "loss": 0.03314, "time": 0.22714} +{"mode": "train", "epoch": 149, "iter": 900, "lr": 1e-05, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02948, "loss": 0.02948, "time": 0.22608} +{"mode": "train", "epoch": 149, "iter": 1000, "lr": 1e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03083, "loss": 0.03083, "time": 0.22585} +{"mode": "train", "epoch": 149, "iter": 1100, "lr": 1e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03563, "loss": 0.03563, "time": 0.22653} +{"mode": "train", "epoch": 149, "iter": 1200, "lr": 1e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03172, "loss": 0.03172, "time": 0.22546} +{"mode": "train", "epoch": 149, "iter": 1300, "lr": 1e-05, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03182, "loss": 0.03182, "time": 0.22467} +{"mode": "train", "epoch": 149, "iter": 1400, "lr": 1e-05, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03628, "loss": 0.03628, "time": 0.22733} +{"mode": "train", "epoch": 149, "iter": 1500, "lr": 1e-05, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03116, "loss": 0.03116, "time": 0.2261} +{"mode": "train", "epoch": 149, "iter": 1600, "lr": 1e-05, "memory": 6499, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02848, "loss": 0.02848, "time": 0.22518} +{"mode": "train", "epoch": 149, "iter": 1700, "lr": 0.0, "memory": 6499, "data_time": 0.00019, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03393, "loss": 0.03393, "time": 0.22522} +{"mode": "train", "epoch": 149, "iter": 1800, "lr": 0.0, "memory": 6499, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03137, "loss": 0.03137, "time": 0.22636} +{"mode": "train", "epoch": 149, "iter": 1900, "lr": 0.0, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03491, "loss": 0.03491, "time": 0.2264} +{"mode": "train", "epoch": 149, "iter": 2000, "lr": 0.0, "memory": 6499, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03157, "loss": 0.03157, "time": 0.22664} +{"mode": "train", "epoch": 149, "iter": 2100, "lr": 0.0, "memory": 6499, "data_time": 0.0002, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02787, "loss": 0.02787, "time": 0.22518} +{"mode": "train", "epoch": 149, "iter": 2200, "lr": 0.0, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03705, "loss": 0.03705, "time": 0.22607} +{"mode": "train", "epoch": 149, "iter": 2300, "lr": 0.0, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03494, "loss": 0.03494, "time": 0.22645} +{"mode": "train", "epoch": 149, "iter": 2400, "lr": 0.0, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03816, "loss": 0.03816, "time": 0.22679} +{"mode": "train", "epoch": 149, "iter": 2500, "lr": 0.0, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03958, "loss": 0.03958, "time": 0.226} +{"mode": "val", "epoch": 149, "iter": 1031, "lr": 0.0, "top1_acc": 0.87833, "top5_acc": 0.97859} +{"mode": "train", "epoch": 150, "iter": 100, "lr": 0.0, "memory": 6499, "data_time": 0.18533, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03277, "loss": 0.03277, "time": 0.41087} +{"mode": "train", "epoch": 150, "iter": 200, "lr": 0.0, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.037, "loss": 0.037, "time": 0.22619} +{"mode": "train", "epoch": 150, "iter": 300, "lr": 0.0, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02984, "loss": 0.02984, "time": 0.22625} +{"mode": "train", "epoch": 150, "iter": 400, "lr": 0.0, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0314, "loss": 0.0314, "time": 0.22544} +{"mode": "train", "epoch": 150, "iter": 500, "lr": 0.0, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03199, "loss": 0.03199, "time": 0.22789} +{"mode": "train", "epoch": 150, "iter": 600, "lr": 0.0, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03562, "loss": 0.03562, "time": 0.22782} +{"mode": "train", "epoch": 150, "iter": 700, "lr": 0.0, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03355, "loss": 0.03355, "time": 0.22644} +{"mode": "train", "epoch": 150, "iter": 800, "lr": 0.0, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03101, "loss": 0.03101, "time": 0.2267} +{"mode": "train", "epoch": 150, "iter": 900, "lr": 0.0, "memory": 6499, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03008, "loss": 0.03008, "time": 0.22678} +{"mode": "train", "epoch": 150, "iter": 1000, "lr": 0.0, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03245, "loss": 0.03245, "time": 0.22643} +{"mode": "train", "epoch": 150, "iter": 1100, "lr": 0.0, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03089, "loss": 0.03089, "time": 0.22567} +{"mode": "train", "epoch": 150, "iter": 1200, "lr": 0.0, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03174, "loss": 0.03174, "time": 0.22674} +{"mode": "train", "epoch": 150, "iter": 1300, "lr": 0.0, "memory": 6499, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03419, "loss": 0.03419, "time": 0.22557} +{"mode": "train", "epoch": 150, "iter": 1400, "lr": 0.0, "memory": 6499, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.03984, "loss": 0.03984, "time": 0.22528} +{"mode": "train", "epoch": 150, "iter": 1500, "lr": 0.0, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02993, "loss": 0.02993, "time": 0.2264} +{"mode": "train", "epoch": 150, "iter": 1600, "lr": 0.0, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02891, "loss": 0.02891, "time": 0.22673} +{"mode": "train", "epoch": 150, "iter": 1700, "lr": 0.0, "memory": 6499, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03011, "loss": 0.03011, "time": 0.22677} +{"mode": "train", "epoch": 150, "iter": 1800, "lr": 0.0, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03146, "loss": 0.03146, "time": 0.22762} +{"mode": "train", "epoch": 150, "iter": 1900, "lr": 0.0, "memory": 6499, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0314, "loss": 0.0314, "time": 0.2263} +{"mode": "train", "epoch": 150, "iter": 2000, "lr": 0.0, "memory": 6499, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03099, "loss": 0.03099, "time": 0.22661} +{"mode": "train", "epoch": 150, "iter": 2100, "lr": 0.0, "memory": 6499, "data_time": 0.0002, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03157, "loss": 0.03157, "time": 0.22669} +{"mode": "train", "epoch": 150, "iter": 2200, "lr": 0.0, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03626, "loss": 0.03626, "time": 0.22707} +{"mode": "train", "epoch": 150, "iter": 2300, "lr": 0.0, "memory": 6499, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03513, "loss": 0.03513, "time": 0.22772} +{"mode": "train", "epoch": 150, "iter": 2400, "lr": 0.0, "memory": 6499, "data_time": 0.00019, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03092, "loss": 0.03092, "time": 0.22679} +{"mode": "train", "epoch": 150, "iter": 2500, "lr": 0.0, "memory": 6499, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03032, "loss": 0.03032, "time": 0.22674} +{"mode": "val", "epoch": 150, "iter": 1031, "lr": 0.0, "top1_acc": 0.88652, "top5_acc": 0.97926}