diff --git "a/k400/j_3/20231229_093455.log.json" "b/k400/j_3/20231229_093455.log.json" new file mode 100644--- /dev/null +++ "b/k400/j_3/20231229_093455.log.json" @@ -0,0 +1,2958 @@ +{"env_info": "sys.platform: linux\nPython: 3.7.11 (default, Jul 27 2021, 14:32:16) [GCC 7.5.0]\nCUDA available: True\nGPU 0: NVIDIA GeForce RTX 3090\nCUDA_HOME: /usr/local\nNVCC: Cuda compilation tools, release 11.5, V11.5.50\nGCC: gcc (Ubuntu 7.5.0-6ubuntu2) 7.5.0\nPyTorch: 1.11.0\nPyTorch compiling details: PyTorch built with:\n - GCC 7.3\n - C++ Version: 201402\n - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.5.2 (Git Hash a9302535553c73243c632ad3c4c80beec3d19a1e)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - LAPACK is enabled (usually provided by MKL)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.3\n - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=compute_37\n - CuDNN 8.2\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.11.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, \n\nTorchVision: 0.12.0\nOpenCV: 4.8.1\nMMCV: 1.5.0\nMMCV Compiler: GCC 7.3\nMMCV CUDA Compiler: 11.3\npyskl: 0.1.0+", "seed": 1335553009, "config_name": "j_3.py", "work_dir": "j_3", "hook_msgs": {}} +{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.1, "memory": 16180, "data_time": 1.39017, "top1_acc": 0.00594, "top5_acc": 0.02766, "loss_cls": 8.3568, "loss": 8.3568, "time": 2.00276} +{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.1, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.01125, "top5_acc": 0.04875, "loss_cls": 8.06248, "loss": 8.06248, "time": 0.60486} +{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.1, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.01453, "top5_acc": 0.06969, "loss_cls": 7.90716, "loss": 7.90716, "time": 0.60819} +{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.1, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.02141, "top5_acc": 0.08391, "loss_cls": 7.77115, "loss": 7.77115, "time": 0.61006} +{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.1, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.02531, "top5_acc": 0.09625, "loss_cls": 7.69218, "loss": 7.69218, "time": 0.60925} +{"mode": "train", "epoch": 1, "iter": 600, "lr": 0.1, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.03047, "top5_acc": 0.11062, "loss_cls": 7.69123, "loss": 7.69123, "time": 0.608} +{"mode": "train", "epoch": 1, "iter": 700, "lr": 0.1, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.03094, "top5_acc": 0.11516, "loss_cls": 7.79519, "loss": 7.79519, "time": 0.60135} +{"mode": "train", "epoch": 1, "iter": 800, "lr": 0.1, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.02891, "top5_acc": 0.12234, "loss_cls": 8.0286, "loss": 8.0286, "time": 0.60206} +{"mode": "train", "epoch": 1, "iter": 900, "lr": 0.1, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.03641, "top5_acc": 0.13016, "loss_cls": 8.31731, "loss": 8.31731, "time": 0.60452} +{"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.1, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.03891, "top5_acc": 0.1425, "loss_cls": 8.16579, "loss": 8.16579, "time": 0.60843} +{"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.1, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.04375, "top5_acc": 0.14188, "loss_cls": 8.34151, "loss": 8.34151, "time": 0.61304} +{"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.1, "memory": 16180, "data_time": 0.00049, "top1_acc": 0.04547, "top5_acc": 0.15781, "loss_cls": 8.35451, "loss": 8.35451, "time": 0.61023} +{"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.1, "memory": 16180, "data_time": 0.00048, "top1_acc": 0.04766, "top5_acc": 0.15563, "loss_cls": 8.42779, "loss": 8.42779, "time": 0.61374} +{"mode": "train", "epoch": 1, "iter": 1400, "lr": 0.1, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.04906, "top5_acc": 0.16344, "loss_cls": 8.30548, "loss": 8.30548, "time": 0.61346} +{"mode": "train", "epoch": 1, "iter": 1500, "lr": 0.1, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.04859, "top5_acc": 0.17188, "loss_cls": 8.34858, "loss": 8.34858, "time": 0.61523} +{"mode": "train", "epoch": 1, "iter": 1600, "lr": 0.1, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.05094, "top5_acc": 0.17031, "loss_cls": 8.23013, "loss": 8.23013, "time": 0.60643} +{"mode": "train", "epoch": 1, "iter": 1700, "lr": 0.1, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.0575, "top5_acc": 0.18891, "loss_cls": 8.23166, "loss": 8.23166, "time": 0.60679} +{"mode": "train", "epoch": 1, "iter": 1800, "lr": 0.1, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.05938, "top5_acc": 0.19344, "loss_cls": 8.29332, "loss": 8.29332, "time": 0.60751} +{"mode": "train", "epoch": 1, "iter": 1900, "lr": 0.1, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.05703, "top5_acc": 0.19594, "loss_cls": 8.16359, "loss": 8.16359, "time": 0.60347} +{"mode": "train", "epoch": 1, "iter": 2000, "lr": 0.1, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.06359, "top5_acc": 0.19688, "loss_cls": 8.16069, "loss": 8.16069, "time": 0.60791} +{"mode": "train", "epoch": 1, "iter": 2100, "lr": 0.1, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.06141, "top5_acc": 0.19438, "loss_cls": 8.21049, "loss": 8.21049, "time": 0.61331} +{"mode": "train", "epoch": 1, "iter": 2200, "lr": 0.1, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.07047, "top5_acc": 0.20312, "loss_cls": 8.18511, "loss": 8.18511, "time": 0.61167} +{"mode": "train", "epoch": 1, "iter": 2300, "lr": 0.1, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.06609, "top5_acc": 0.21125, "loss_cls": 8.03622, "loss": 8.03622, "time": 0.61424} +{"mode": "train", "epoch": 1, "iter": 2400, "lr": 0.1, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.06969, "top5_acc": 0.22656, "loss_cls": 7.92801, "loss": 7.92801, "time": 0.61367} +{"mode": "train", "epoch": 1, "iter": 2500, "lr": 0.1, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.07328, "top5_acc": 0.22141, "loss_cls": 7.92951, "loss": 7.92951, "time": 0.61444} +{"mode": "train", "epoch": 1, "iter": 2600, "lr": 0.09999, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.08, "top5_acc": 0.22656, "loss_cls": 7.82097, "loss": 7.82097, "time": 0.61353} +{"mode": "train", "epoch": 1, "iter": 2700, "lr": 0.09999, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.08109, "top5_acc": 0.24141, "loss_cls": 7.71962, "loss": 7.71962, "time": 0.61351} +{"mode": "train", "epoch": 1, "iter": 2800, "lr": 0.09999, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.08219, "top5_acc": 0.24203, "loss_cls": 7.70948, "loss": 7.70948, "time": 0.60383} +{"mode": "train", "epoch": 1, "iter": 2900, "lr": 0.09999, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.08266, "top5_acc": 0.24719, "loss_cls": 7.6738, "loss": 7.6738, "time": 0.60778} +{"mode": "train", "epoch": 1, "iter": 3000, "lr": 0.09999, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.08438, "top5_acc": 0.24281, "loss_cls": 7.61972, "loss": 7.61972, "time": 0.61189} +{"mode": "train", "epoch": 1, "iter": 3100, "lr": 0.09999, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.09125, "top5_acc": 0.2675, "loss_cls": 7.56115, "loss": 7.56115, "time": 0.61214} +{"mode": "train", "epoch": 1, "iter": 3200, "lr": 0.09999, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.08984, "top5_acc": 0.25719, "loss_cls": 7.54349, "loss": 7.54349, "time": 0.60468} +{"mode": "train", "epoch": 1, "iter": 3300, "lr": 0.09999, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.09609, "top5_acc": 0.26594, "loss_cls": 7.54881, "loss": 7.54881, "time": 0.60387} +{"mode": "train", "epoch": 1, "iter": 3400, "lr": 0.09999, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.10297, "top5_acc": 0.28297, "loss_cls": 7.43797, "loss": 7.43797, "time": 0.60426} +{"mode": "train", "epoch": 1, "iter": 3500, "lr": 0.09999, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.10656, "top5_acc": 0.27656, "loss_cls": 7.40994, "loss": 7.40994, "time": 0.61437} +{"mode": "train", "epoch": 1, "iter": 3600, "lr": 0.09999, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.10484, "top5_acc": 0.2725, "loss_cls": 7.43467, "loss": 7.43467, "time": 0.61803} +{"mode": "train", "epoch": 1, "iter": 3700, "lr": 0.09999, "memory": 16180, "data_time": 0.00046, "top1_acc": 0.11062, "top5_acc": 0.28609, "loss_cls": 7.3836, "loss": 7.3836, "time": 0.61761} +{"mode": "val", "epoch": 1, "iter": 309, "lr": 0.09999, "top1_acc": 0.07618, "top5_acc": 0.22428, "mean_class_accuracy": 0.07626} +{"mode": "train", "epoch": 2, "iter": 100, "lr": 0.09999, "memory": 16180, "data_time": 1.37864, "top1_acc": 0.10953, "top5_acc": 0.29313, "loss_cls": 7.32572, "loss": 7.32572, "time": 1.97761} +{"mode": "train", "epoch": 2, "iter": 200, "lr": 0.09999, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.10781, "top5_acc": 0.29094, "loss_cls": 7.3396, "loss": 7.3396, "time": 0.59882} +{"mode": "train", "epoch": 2, "iter": 300, "lr": 0.09999, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.11359, "top5_acc": 0.28875, "loss_cls": 7.3041, "loss": 7.3041, "time": 0.60306} +{"mode": "train", "epoch": 2, "iter": 400, "lr": 0.09999, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.1175, "top5_acc": 0.30109, "loss_cls": 7.2526, "loss": 7.2526, "time": 0.60157} +{"mode": "train", "epoch": 2, "iter": 500, "lr": 0.09999, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.11656, "top5_acc": 0.32172, "loss_cls": 7.15634, "loss": 7.15634, "time": 0.6054} +{"mode": "train", "epoch": 2, "iter": 600, "lr": 0.09999, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.11469, "top5_acc": 0.30578, "loss_cls": 7.20906, "loss": 7.20906, "time": 0.61532} +{"mode": "train", "epoch": 2, "iter": 700, "lr": 0.09998, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.11125, "top5_acc": 0.31203, "loss_cls": 7.20027, "loss": 7.20027, "time": 0.61178} +{"mode": "train", "epoch": 2, "iter": 800, "lr": 0.09998, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.11016, "top5_acc": 0.30094, "loss_cls": 7.17902, "loss": 7.17902, "time": 0.61371} +{"mode": "train", "epoch": 2, "iter": 900, "lr": 0.09998, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.12562, "top5_acc": 0.32422, "loss_cls": 7.06932, "loss": 7.06932, "time": 0.61499} +{"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.09998, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.11375, "top5_acc": 0.30875, "loss_cls": 7.1571, "loss": 7.1571, "time": 0.61416} +{"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.09998, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.12891, "top5_acc": 0.32125, "loss_cls": 7.08297, "loss": 7.08297, "time": 0.60602} +{"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.09998, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.12812, "top5_acc": 0.32125, "loss_cls": 7.06232, "loss": 7.06232, "time": 0.60674} +{"mode": "train", "epoch": 2, "iter": 1300, "lr": 0.09998, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.12906, "top5_acc": 0.32094, "loss_cls": 7.03456, "loss": 7.03456, "time": 0.60179} +{"mode": "train", "epoch": 2, "iter": 1400, "lr": 0.09998, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.12062, "top5_acc": 0.32828, "loss_cls": 7.03323, "loss": 7.03323, "time": 0.60214} +{"mode": "train", "epoch": 2, "iter": 1500, "lr": 0.09998, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.1375, "top5_acc": 0.34438, "loss_cls": 6.9922, "loss": 6.9922, "time": 0.60619} +{"mode": "train", "epoch": 2, "iter": 1600, "lr": 0.09998, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.13562, "top5_acc": 0.32766, "loss_cls": 6.97388, "loss": 6.97388, "time": 0.60373} +{"mode": "train", "epoch": 2, "iter": 1700, "lr": 0.09998, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.13594, "top5_acc": 0.33406, "loss_cls": 6.94348, "loss": 6.94348, "time": 0.60845} +{"mode": "train", "epoch": 2, "iter": 1800, "lr": 0.09998, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.13656, "top5_acc": 0.34094, "loss_cls": 6.9574, "loss": 6.9574, "time": 0.61397} +{"mode": "train", "epoch": 2, "iter": 1900, "lr": 0.09998, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.13078, "top5_acc": 0.33234, "loss_cls": 7.00024, "loss": 7.00024, "time": 0.60696} +{"mode": "train", "epoch": 2, "iter": 2000, "lr": 0.09997, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.13547, "top5_acc": 0.34094, "loss_cls": 6.89553, "loss": 6.89553, "time": 0.60127} +{"mode": "train", "epoch": 2, "iter": 2100, "lr": 0.09997, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.14375, "top5_acc": 0.35016, "loss_cls": 6.88285, "loss": 6.88285, "time": 0.60788} +{"mode": "train", "epoch": 2, "iter": 2200, "lr": 0.09997, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.14094, "top5_acc": 0.34297, "loss_cls": 6.88499, "loss": 6.88499, "time": 0.61603} +{"mode": "train", "epoch": 2, "iter": 2300, "lr": 0.09997, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.14547, "top5_acc": 0.35391, "loss_cls": 6.87047, "loss": 6.87047, "time": 0.61289} +{"mode": "train", "epoch": 2, "iter": 2400, "lr": 0.09997, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.14672, "top5_acc": 0.34375, "loss_cls": 6.86728, "loss": 6.86728, "time": 0.61421} +{"mode": "train", "epoch": 2, "iter": 2500, "lr": 0.09997, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.13781, "top5_acc": 0.34859, "loss_cls": 6.87756, "loss": 6.87756, "time": 0.61207} +{"mode": "train", "epoch": 2, "iter": 2600, "lr": 0.09997, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.13828, "top5_acc": 0.34578, "loss_cls": 6.84685, "loss": 6.84685, "time": 0.61397} +{"mode": "train", "epoch": 2, "iter": 2700, "lr": 0.09997, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.14766, "top5_acc": 0.35875, "loss_cls": 6.79848, "loss": 6.79848, "time": 0.61039} +{"mode": "train", "epoch": 2, "iter": 2800, "lr": 0.09997, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.14266, "top5_acc": 0.35094, "loss_cls": 6.80291, "loss": 6.80291, "time": 0.60724} +{"mode": "train", "epoch": 2, "iter": 2900, "lr": 0.09997, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.14672, "top5_acc": 0.36203, "loss_cls": 6.75445, "loss": 6.75445, "time": 0.61372} +{"mode": "train", "epoch": 2, "iter": 3000, "lr": 0.09996, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.15266, "top5_acc": 0.35672, "loss_cls": 6.78997, "loss": 6.78997, "time": 0.60622} +{"mode": "train", "epoch": 2, "iter": 3100, "lr": 0.09996, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.15141, "top5_acc": 0.36047, "loss_cls": 6.74972, "loss": 6.74972, "time": 0.61409} +{"mode": "train", "epoch": 2, "iter": 3200, "lr": 0.09996, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.14984, "top5_acc": 0.3625, "loss_cls": 6.76041, "loss": 6.76041, "time": 0.60681} +{"mode": "train", "epoch": 2, "iter": 3300, "lr": 0.09996, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.15156, "top5_acc": 0.36594, "loss_cls": 6.72475, "loss": 6.72475, "time": 0.6045} +{"mode": "train", "epoch": 2, "iter": 3400, "lr": 0.09996, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.15188, "top5_acc": 0.37219, "loss_cls": 6.6994, "loss": 6.6994, "time": 0.61573} +{"mode": "train", "epoch": 2, "iter": 3500, "lr": 0.09996, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.15297, "top5_acc": 0.37219, "loss_cls": 6.69848, "loss": 6.69848, "time": 0.61183} +{"mode": "train", "epoch": 2, "iter": 3600, "lr": 0.09996, "memory": 16180, "data_time": 0.00053, "top1_acc": 0.15219, "top5_acc": 0.3675, "loss_cls": 6.71714, "loss": 6.71714, "time": 0.61475} +{"mode": "train", "epoch": 2, "iter": 3700, "lr": 0.09996, "memory": 16180, "data_time": 0.00062, "top1_acc": 0.15313, "top5_acc": 0.375, "loss_cls": 6.6859, "loss": 6.6859, "time": 0.6208} +{"mode": "val", "epoch": 2, "iter": 309, "lr": 0.09996, "top1_acc": 0.07582, "top5_acc": 0.23578, "mean_class_accuracy": 0.07573} +{"mode": "train", "epoch": 3, "iter": 100, "lr": 0.09995, "memory": 16180, "data_time": 1.3367, "top1_acc": 0.16297, "top5_acc": 0.37609, "loss_cls": 6.64178, "loss": 6.64178, "time": 1.93428} +{"mode": "train", "epoch": 3, "iter": 200, "lr": 0.09995, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.15422, "top5_acc": 0.37469, "loss_cls": 6.64662, "loss": 6.64662, "time": 0.60266} +{"mode": "train", "epoch": 3, "iter": 300, "lr": 0.09995, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.165, "top5_acc": 0.38641, "loss_cls": 6.63982, "loss": 6.63982, "time": 0.6176} +{"mode": "train", "epoch": 3, "iter": 400, "lr": 0.09995, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.16094, "top5_acc": 0.37766, "loss_cls": 6.64397, "loss": 6.64397, "time": 0.61507} +{"mode": "train", "epoch": 3, "iter": 500, "lr": 0.09995, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.16562, "top5_acc": 0.385, "loss_cls": 6.6168, "loss": 6.6168, "time": 0.61541} +{"mode": "train", "epoch": 3, "iter": 600, "lr": 0.09995, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.15984, "top5_acc": 0.38328, "loss_cls": 6.65535, "loss": 6.65535, "time": 0.61423} +{"mode": "train", "epoch": 3, "iter": 700, "lr": 0.09995, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.16859, "top5_acc": 0.39078, "loss_cls": 6.58986, "loss": 6.58986, "time": 0.61496} +{"mode": "train", "epoch": 3, "iter": 800, "lr": 0.09995, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.16438, "top5_acc": 0.39031, "loss_cls": 6.57088, "loss": 6.57088, "time": 0.6091} +{"mode": "train", "epoch": 3, "iter": 900, "lr": 0.09994, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.16531, "top5_acc": 0.38906, "loss_cls": 6.57952, "loss": 6.57952, "time": 0.61317} +{"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.09994, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.1675, "top5_acc": 0.38984, "loss_cls": 6.55352, "loss": 6.55352, "time": 0.61753} +{"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.09994, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.1625, "top5_acc": 0.39172, "loss_cls": 6.57431, "loss": 6.57431, "time": 0.61293} +{"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.09994, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.17328, "top5_acc": 0.39406, "loss_cls": 6.53034, "loss": 6.53034, "time": 0.61349} +{"mode": "train", "epoch": 3, "iter": 1300, "lr": 0.09994, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.17125, "top5_acc": 0.39781, "loss_cls": 6.52813, "loss": 6.52813, "time": 0.60637} +{"mode": "train", "epoch": 3, "iter": 1400, "lr": 0.09994, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.17828, "top5_acc": 0.39703, "loss_cls": 6.52629, "loss": 6.52629, "time": 0.6094} +{"mode": "train", "epoch": 3, "iter": 1500, "lr": 0.09994, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.16828, "top5_acc": 0.39281, "loss_cls": 6.57899, "loss": 6.57899, "time": 0.61011} +{"mode": "train", "epoch": 3, "iter": 1600, "lr": 0.09994, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.175, "top5_acc": 0.40016, "loss_cls": 6.50394, "loss": 6.50394, "time": 0.60657} +{"mode": "train", "epoch": 3, "iter": 1700, "lr": 0.09993, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.1725, "top5_acc": 0.40422, "loss_cls": 6.51168, "loss": 6.51168, "time": 0.60475} +{"mode": "train", "epoch": 3, "iter": 1800, "lr": 0.09993, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.16922, "top5_acc": 0.40016, "loss_cls": 6.5147, "loss": 6.5147, "time": 0.60317} +{"mode": "train", "epoch": 3, "iter": 1900, "lr": 0.09993, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.17156, "top5_acc": 0.39594, "loss_cls": 6.54475, "loss": 6.54475, "time": 0.6073} +{"mode": "train", "epoch": 3, "iter": 2000, "lr": 0.09993, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.16922, "top5_acc": 0.39812, "loss_cls": 6.51581, "loss": 6.51581, "time": 0.61783} +{"mode": "train", "epoch": 3, "iter": 2100, "lr": 0.09993, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.16859, "top5_acc": 0.40219, "loss_cls": 6.49844, "loss": 6.49844, "time": 0.60544} +{"mode": "train", "epoch": 3, "iter": 2200, "lr": 0.09993, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.16578, "top5_acc": 0.395, "loss_cls": 6.51162, "loss": 6.51162, "time": 0.61128} +{"mode": "train", "epoch": 3, "iter": 2300, "lr": 0.09993, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.17828, "top5_acc": 0.41219, "loss_cls": 6.45005, "loss": 6.45005, "time": 0.61515} +{"mode": "train", "epoch": 3, "iter": 2400, "lr": 0.09992, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.17766, "top5_acc": 0.41, "loss_cls": 6.44464, "loss": 6.44464, "time": 0.61529} +{"mode": "train", "epoch": 3, "iter": 2500, "lr": 0.09992, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.17672, "top5_acc": 0.40766, "loss_cls": 6.46445, "loss": 6.46445, "time": 0.61635} +{"mode": "train", "epoch": 3, "iter": 2600, "lr": 0.09992, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.17891, "top5_acc": 0.40328, "loss_cls": 6.48557, "loss": 6.48557, "time": 0.61244} +{"mode": "train", "epoch": 3, "iter": 2700, "lr": 0.09992, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.18125, "top5_acc": 0.41109, "loss_cls": 6.41452, "loss": 6.41452, "time": 0.61433} +{"mode": "train", "epoch": 3, "iter": 2800, "lr": 0.09992, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.17984, "top5_acc": 0.40562, "loss_cls": 6.45865, "loss": 6.45865, "time": 0.61138} +{"mode": "train", "epoch": 3, "iter": 2900, "lr": 0.09992, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.17641, "top5_acc": 0.40453, "loss_cls": 6.45718, "loss": 6.45718, "time": 0.60961} +{"mode": "train", "epoch": 3, "iter": 3000, "lr": 0.09991, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.18281, "top5_acc": 0.40656, "loss_cls": 6.4594, "loss": 6.4594, "time": 0.60425} +{"mode": "train", "epoch": 3, "iter": 3100, "lr": 0.09991, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.18109, "top5_acc": 0.41609, "loss_cls": 6.41469, "loss": 6.41469, "time": 0.60565} +{"mode": "train", "epoch": 3, "iter": 3200, "lr": 0.09991, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.17875, "top5_acc": 0.41234, "loss_cls": 6.45232, "loss": 6.45232, "time": 0.60796} +{"mode": "train", "epoch": 3, "iter": 3300, "lr": 0.09991, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.18625, "top5_acc": 0.41281, "loss_cls": 6.40179, "loss": 6.40179, "time": 0.60504} +{"mode": "train", "epoch": 3, "iter": 3400, "lr": 0.09991, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.18703, "top5_acc": 0.42062, "loss_cls": 6.38576, "loss": 6.38576, "time": 0.60854} +{"mode": "train", "epoch": 3, "iter": 3500, "lr": 0.09991, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.18406, "top5_acc": 0.40562, "loss_cls": 6.41638, "loss": 6.41638, "time": 0.61574} +{"mode": "train", "epoch": 3, "iter": 3600, "lr": 0.0999, "memory": 16180, "data_time": 0.00046, "top1_acc": 0.18422, "top5_acc": 0.41344, "loss_cls": 6.36374, "loss": 6.36374, "time": 0.61853} +{"mode": "train", "epoch": 3, "iter": 3700, "lr": 0.0999, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.18312, "top5_acc": 0.40812, "loss_cls": 6.43654, "loss": 6.43654, "time": 0.62497} +{"mode": "val", "epoch": 3, "iter": 309, "lr": 0.0999, "top1_acc": 0.12779, "top5_acc": 0.32173, "mean_class_accuracy": 0.12772} +{"mode": "train", "epoch": 4, "iter": 100, "lr": 0.0999, "memory": 16180, "data_time": 1.42629, "top1_acc": 0.19672, "top5_acc": 0.43016, "loss_cls": 6.2986, "loss": 6.2986, "time": 2.02727} +{"mode": "train", "epoch": 4, "iter": 200, "lr": 0.0999, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.18734, "top5_acc": 0.41109, "loss_cls": 6.37834, "loss": 6.37834, "time": 0.60029} +{"mode": "train", "epoch": 4, "iter": 300, "lr": 0.0999, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.18406, "top5_acc": 0.41625, "loss_cls": 6.38488, "loss": 6.38488, "time": 0.60483} +{"mode": "train", "epoch": 4, "iter": 400, "lr": 0.09989, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.19656, "top5_acc": 0.43016, "loss_cls": 6.32032, "loss": 6.32032, "time": 0.61027} +{"mode": "train", "epoch": 4, "iter": 500, "lr": 0.09989, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.18797, "top5_acc": 0.42125, "loss_cls": 6.33965, "loss": 6.33965, "time": 0.61017} +{"mode": "train", "epoch": 4, "iter": 600, "lr": 0.09989, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.18875, "top5_acc": 0.40969, "loss_cls": 6.39815, "loss": 6.39815, "time": 0.60921} +{"mode": "train", "epoch": 4, "iter": 700, "lr": 0.09989, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.19766, "top5_acc": 0.42203, "loss_cls": 6.33357, "loss": 6.33357, "time": 0.60074} +{"mode": "train", "epoch": 4, "iter": 800, "lr": 0.09989, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.20016, "top5_acc": 0.43391, "loss_cls": 6.28207, "loss": 6.28207, "time": 0.60642} +{"mode": "train", "epoch": 4, "iter": 900, "lr": 0.09988, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.19141, "top5_acc": 0.41703, "loss_cls": 6.31497, "loss": 6.31497, "time": 0.61305} +{"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.09988, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.19172, "top5_acc": 0.42141, "loss_cls": 6.32088, "loss": 6.32088, "time": 0.61082} +{"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.09988, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.19125, "top5_acc": 0.43312, "loss_cls": 6.29961, "loss": 6.29961, "time": 0.60084} +{"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.09988, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.18188, "top5_acc": 0.41797, "loss_cls": 6.36846, "loss": 6.36846, "time": 0.60312} +{"mode": "train", "epoch": 4, "iter": 1300, "lr": 0.09988, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.18766, "top5_acc": 0.43016, "loss_cls": 6.33624, "loss": 6.33624, "time": 0.6017} +{"mode": "train", "epoch": 4, "iter": 1400, "lr": 0.09988, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.18625, "top5_acc": 0.43344, "loss_cls": 6.31131, "loss": 6.31131, "time": 0.60489} +{"mode": "train", "epoch": 4, "iter": 1500, "lr": 0.09987, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.18906, "top5_acc": 0.42219, "loss_cls": 6.34498, "loss": 6.34498, "time": 0.60323} +{"mode": "train", "epoch": 4, "iter": 1600, "lr": 0.09987, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.19766, "top5_acc": 0.43938, "loss_cls": 6.26942, "loss": 6.26942, "time": 0.60561} +{"mode": "train", "epoch": 4, "iter": 1700, "lr": 0.09987, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.18531, "top5_acc": 0.42578, "loss_cls": 6.33583, "loss": 6.33583, "time": 0.60785} +{"mode": "train", "epoch": 4, "iter": 1800, "lr": 0.09987, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.18844, "top5_acc": 0.42328, "loss_cls": 6.33955, "loss": 6.33955, "time": 0.60181} +{"mode": "train", "epoch": 4, "iter": 1900, "lr": 0.09987, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.19859, "top5_acc": 0.43219, "loss_cls": 6.29217, "loss": 6.29217, "time": 0.60319} +{"mode": "train", "epoch": 4, "iter": 2000, "lr": 0.09986, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.19422, "top5_acc": 0.43172, "loss_cls": 6.2842, "loss": 6.2842, "time": 0.60006} +{"mode": "train", "epoch": 4, "iter": 2100, "lr": 0.09986, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.19328, "top5_acc": 0.42609, "loss_cls": 6.29375, "loss": 6.29375, "time": 0.60102} +{"mode": "train", "epoch": 4, "iter": 2200, "lr": 0.09986, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.19922, "top5_acc": 0.42625, "loss_cls": 6.27731, "loss": 6.27731, "time": 0.60331} +{"mode": "train", "epoch": 4, "iter": 2300, "lr": 0.09986, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.19688, "top5_acc": 0.43688, "loss_cls": 6.26337, "loss": 6.26337, "time": 0.60018} +{"mode": "train", "epoch": 4, "iter": 2400, "lr": 0.09985, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.18531, "top5_acc": 0.41812, "loss_cls": 6.30829, "loss": 6.30829, "time": 0.59954} +{"mode": "train", "epoch": 4, "iter": 2500, "lr": 0.09985, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.19016, "top5_acc": 0.4375, "loss_cls": 6.26077, "loss": 6.26077, "time": 0.60134} +{"mode": "train", "epoch": 4, "iter": 2600, "lr": 0.09985, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.19188, "top5_acc": 0.43078, "loss_cls": 6.28484, "loss": 6.28484, "time": 0.60098} +{"mode": "train", "epoch": 4, "iter": 2700, "lr": 0.09985, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.19766, "top5_acc": 0.44, "loss_cls": 6.24036, "loss": 6.24036, "time": 0.60108} +{"mode": "train", "epoch": 4, "iter": 2800, "lr": 0.09985, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.19062, "top5_acc": 0.43016, "loss_cls": 6.29556, "loss": 6.29556, "time": 0.60043} +{"mode": "train", "epoch": 4, "iter": 2900, "lr": 0.09984, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.19266, "top5_acc": 0.43594, "loss_cls": 6.26439, "loss": 6.26439, "time": 0.60027} +{"mode": "train", "epoch": 4, "iter": 3000, "lr": 0.09984, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.19172, "top5_acc": 0.42766, "loss_cls": 6.30837, "loss": 6.30837, "time": 0.60266} +{"mode": "train", "epoch": 4, "iter": 3100, "lr": 0.09984, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.18891, "top5_acc": 0.43156, "loss_cls": 6.27975, "loss": 6.27975, "time": 0.60665} +{"mode": "train", "epoch": 4, "iter": 3200, "lr": 0.09984, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.19531, "top5_acc": 0.44078, "loss_cls": 6.24559, "loss": 6.24559, "time": 0.61249} +{"mode": "train", "epoch": 4, "iter": 3300, "lr": 0.09983, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.20172, "top5_acc": 0.43484, "loss_cls": 6.25433, "loss": 6.25433, "time": 0.61357} +{"mode": "train", "epoch": 4, "iter": 3400, "lr": 0.09983, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.20203, "top5_acc": 0.43844, "loss_cls": 6.23385, "loss": 6.23385, "time": 0.61158} +{"mode": "train", "epoch": 4, "iter": 3500, "lr": 0.09983, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.20188, "top5_acc": 0.42797, "loss_cls": 6.26339, "loss": 6.26339, "time": 0.60713} +{"mode": "train", "epoch": 4, "iter": 3600, "lr": 0.09983, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.19938, "top5_acc": 0.43031, "loss_cls": 6.25139, "loss": 6.25139, "time": 0.61018} +{"mode": "train", "epoch": 4, "iter": 3700, "lr": 0.09983, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.19141, "top5_acc": 0.42672, "loss_cls": 6.28208, "loss": 6.28208, "time": 0.62473} +{"mode": "val", "epoch": 4, "iter": 309, "lr": 0.09982, "top1_acc": 0.13544, "top5_acc": 0.33951, "mean_class_accuracy": 0.13555} +{"mode": "train", "epoch": 5, "iter": 100, "lr": 0.09982, "memory": 16180, "data_time": 1.40169, "top1_acc": 0.19453, "top5_acc": 0.42922, "loss_cls": 6.23476, "loss": 6.23476, "time": 1.99966} +{"mode": "train", "epoch": 5, "iter": 200, "lr": 0.09982, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.19906, "top5_acc": 0.44328, "loss_cls": 6.21917, "loss": 6.21917, "time": 0.60194} +{"mode": "train", "epoch": 5, "iter": 300, "lr": 0.09982, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.20688, "top5_acc": 0.445, "loss_cls": 6.20336, "loss": 6.20336, "time": 0.60301} +{"mode": "train", "epoch": 5, "iter": 400, "lr": 0.09982, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.21656, "top5_acc": 0.45312, "loss_cls": 6.18413, "loss": 6.18413, "time": 0.60304} +{"mode": "train", "epoch": 5, "iter": 500, "lr": 0.09981, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.19406, "top5_acc": 0.43438, "loss_cls": 6.22203, "loss": 6.22203, "time": 0.60295} +{"mode": "train", "epoch": 5, "iter": 600, "lr": 0.09981, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.20703, "top5_acc": 0.44266, "loss_cls": 6.19558, "loss": 6.19558, "time": 0.60165} +{"mode": "train", "epoch": 5, "iter": 700, "lr": 0.09981, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.20375, "top5_acc": 0.44438, "loss_cls": 6.18765, "loss": 6.18765, "time": 0.60543} +{"mode": "train", "epoch": 5, "iter": 800, "lr": 0.09981, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.20188, "top5_acc": 0.44562, "loss_cls": 6.21572, "loss": 6.21572, "time": 0.59897} +{"mode": "train", "epoch": 5, "iter": 900, "lr": 0.0998, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.20188, "top5_acc": 0.44812, "loss_cls": 6.195, "loss": 6.195, "time": 0.6021} +{"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.0998, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.20859, "top5_acc": 0.44438, "loss_cls": 6.20962, "loss": 6.20962, "time": 0.60236} +{"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.0998, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.19969, "top5_acc": 0.44562, "loss_cls": 6.19043, "loss": 6.19043, "time": 0.60396} +{"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.0998, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.21266, "top5_acc": 0.44891, "loss_cls": 6.16415, "loss": 6.16415, "time": 0.60256} +{"mode": "train", "epoch": 5, "iter": 1300, "lr": 0.09979, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.18922, "top5_acc": 0.44484, "loss_cls": 6.22212, "loss": 6.22212, "time": 0.60035} +{"mode": "train", "epoch": 5, "iter": 1400, "lr": 0.09979, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.20906, "top5_acc": 0.44656, "loss_cls": 6.18522, "loss": 6.18522, "time": 0.60378} +{"mode": "train", "epoch": 5, "iter": 1500, "lr": 0.09979, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.20141, "top5_acc": 0.44734, "loss_cls": 6.17132, "loss": 6.17132, "time": 0.60686} +{"mode": "train", "epoch": 5, "iter": 1600, "lr": 0.09979, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.20516, "top5_acc": 0.44938, "loss_cls": 6.19371, "loss": 6.19371, "time": 0.60136} +{"mode": "train", "epoch": 5, "iter": 1700, "lr": 0.09978, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.20312, "top5_acc": 0.44344, "loss_cls": 6.18754, "loss": 6.18754, "time": 0.60169} +{"mode": "train", "epoch": 5, "iter": 1800, "lr": 0.09978, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.20422, "top5_acc": 0.44266, "loss_cls": 6.18077, "loss": 6.18077, "time": 0.60159} +{"mode": "train", "epoch": 5, "iter": 1900, "lr": 0.09978, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.20359, "top5_acc": 0.44203, "loss_cls": 6.22858, "loss": 6.22858, "time": 0.5997} +{"mode": "train", "epoch": 5, "iter": 2000, "lr": 0.09977, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.21172, "top5_acc": 0.45062, "loss_cls": 6.16428, "loss": 6.16428, "time": 0.60764} +{"mode": "train", "epoch": 5, "iter": 2100, "lr": 0.09977, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.20969, "top5_acc": 0.44141, "loss_cls": 6.1938, "loss": 6.1938, "time": 0.61151} +{"mode": "train", "epoch": 5, "iter": 2200, "lr": 0.09977, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.2125, "top5_acc": 0.45203, "loss_cls": 6.1346, "loss": 6.1346, "time": 0.61435} +{"mode": "train", "epoch": 5, "iter": 2300, "lr": 0.09977, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.20922, "top5_acc": 0.44031, "loss_cls": 6.20291, "loss": 6.20291, "time": 0.61374} +{"mode": "train", "epoch": 5, "iter": 2400, "lr": 0.09976, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.21016, "top5_acc": 0.45562, "loss_cls": 6.14063, "loss": 6.14063, "time": 0.6098} +{"mode": "train", "epoch": 5, "iter": 2500, "lr": 0.09976, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.20609, "top5_acc": 0.45062, "loss_cls": 6.18035, "loss": 6.18035, "time": 0.60026} +{"mode": "train", "epoch": 5, "iter": 2600, "lr": 0.09976, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.20109, "top5_acc": 0.44406, "loss_cls": 6.20095, "loss": 6.20095, "time": 0.60176} +{"mode": "train", "epoch": 5, "iter": 2700, "lr": 0.09976, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.21516, "top5_acc": 0.44109, "loss_cls": 6.16058, "loss": 6.16058, "time": 0.60448} +{"mode": "train", "epoch": 5, "iter": 2800, "lr": 0.09975, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.21188, "top5_acc": 0.44375, "loss_cls": 6.19332, "loss": 6.19332, "time": 0.60031} +{"mode": "train", "epoch": 5, "iter": 2900, "lr": 0.09975, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.21453, "top5_acc": 0.45531, "loss_cls": 6.13787, "loss": 6.13787, "time": 0.61206} +{"mode": "train", "epoch": 5, "iter": 3000, "lr": 0.09975, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.20406, "top5_acc": 0.44969, "loss_cls": 6.18824, "loss": 6.18824, "time": 0.61084} +{"mode": "train", "epoch": 5, "iter": 3100, "lr": 0.09974, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.20562, "top5_acc": 0.44578, "loss_cls": 6.18021, "loss": 6.18021, "time": 0.61187} +{"mode": "train", "epoch": 5, "iter": 3200, "lr": 0.09974, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.21828, "top5_acc": 0.45312, "loss_cls": 6.15605, "loss": 6.15605, "time": 0.6118} +{"mode": "train", "epoch": 5, "iter": 3300, "lr": 0.09974, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.20875, "top5_acc": 0.45281, "loss_cls": 6.16804, "loss": 6.16804, "time": 0.61185} +{"mode": "train", "epoch": 5, "iter": 3400, "lr": 0.09974, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.20734, "top5_acc": 0.44438, "loss_cls": 6.19209, "loss": 6.19209, "time": 0.61219} +{"mode": "train", "epoch": 5, "iter": 3500, "lr": 0.09973, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.21594, "top5_acc": 0.45672, "loss_cls": 6.10573, "loss": 6.10573, "time": 0.61282} +{"mode": "train", "epoch": 5, "iter": 3600, "lr": 0.09973, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.20188, "top5_acc": 0.43875, "loss_cls": 6.20294, "loss": 6.20294, "time": 0.61657} +{"mode": "train", "epoch": 5, "iter": 3700, "lr": 0.09973, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.20984, "top5_acc": 0.46109, "loss_cls": 6.10558, "loss": 6.10558, "time": 0.62636} +{"mode": "val", "epoch": 5, "iter": 309, "lr": 0.09973, "top1_acc": 0.14334, "top5_acc": 0.36337, "mean_class_accuracy": 0.14301} +{"mode": "train", "epoch": 6, "iter": 100, "lr": 0.09972, "memory": 16180, "data_time": 1.48228, "top1_acc": 0.20484, "top5_acc": 0.44703, "loss_cls": 6.16269, "loss": 6.16269, "time": 2.08135} +{"mode": "train", "epoch": 6, "iter": 200, "lr": 0.09972, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.21578, "top5_acc": 0.46703, "loss_cls": 6.09495, "loss": 6.09495, "time": 0.59821} +{"mode": "train", "epoch": 6, "iter": 300, "lr": 0.09972, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.21, "top5_acc": 0.44859, "loss_cls": 6.15436, "loss": 6.15436, "time": 0.60078} +{"mode": "train", "epoch": 6, "iter": 400, "lr": 0.09971, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.21312, "top5_acc": 0.45094, "loss_cls": 6.16022, "loss": 6.16022, "time": 0.60254} +{"mode": "train", "epoch": 6, "iter": 500, "lr": 0.09971, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.21984, "top5_acc": 0.45891, "loss_cls": 6.09089, "loss": 6.09089, "time": 0.60001} +{"mode": "train", "epoch": 6, "iter": 600, "lr": 0.09971, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.21234, "top5_acc": 0.44891, "loss_cls": 6.14608, "loss": 6.14608, "time": 0.60497} +{"mode": "train", "epoch": 6, "iter": 700, "lr": 0.09971, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.20969, "top5_acc": 0.45078, "loss_cls": 6.14423, "loss": 6.14423, "time": 0.60007} +{"mode": "train", "epoch": 6, "iter": 800, "lr": 0.0997, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.21203, "top5_acc": 0.45438, "loss_cls": 6.14243, "loss": 6.14243, "time": 0.60476} +{"mode": "train", "epoch": 6, "iter": 900, "lr": 0.0997, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.21828, "top5_acc": 0.45562, "loss_cls": 6.10331, "loss": 6.10331, "time": 0.60204} +{"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.0997, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.21984, "top5_acc": 0.46156, "loss_cls": 6.07632, "loss": 6.07632, "time": 0.60077} +{"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.09969, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.20953, "top5_acc": 0.45281, "loss_cls": 6.12702, "loss": 6.12702, "time": 0.59985} +{"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.09969, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.22453, "top5_acc": 0.46391, "loss_cls": 6.07993, "loss": 6.07993, "time": 0.59939} +{"mode": "train", "epoch": 6, "iter": 1300, "lr": 0.09969, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22062, "top5_acc": 0.45812, "loss_cls": 6.08727, "loss": 6.08727, "time": 0.59801} +{"mode": "train", "epoch": 6, "iter": 1400, "lr": 0.09968, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.20953, "top5_acc": 0.45016, "loss_cls": 6.13608, "loss": 6.13608, "time": 0.60642} +{"mode": "train", "epoch": 6, "iter": 1500, "lr": 0.09968, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.21688, "top5_acc": 0.45484, "loss_cls": 6.11677, "loss": 6.11677, "time": 0.59941} +{"mode": "train", "epoch": 6, "iter": 1600, "lr": 0.09968, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.20438, "top5_acc": 0.43688, "loss_cls": 6.21825, "loss": 6.21825, "time": 0.60075} +{"mode": "train", "epoch": 6, "iter": 1700, "lr": 0.09967, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.21844, "top5_acc": 0.45828, "loss_cls": 6.09292, "loss": 6.09292, "time": 0.60554} +{"mode": "train", "epoch": 6, "iter": 1800, "lr": 0.09967, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.21188, "top5_acc": 0.46297, "loss_cls": 6.11049, "loss": 6.11049, "time": 0.60878} +{"mode": "train", "epoch": 6, "iter": 1900, "lr": 0.09967, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.21047, "top5_acc": 0.45938, "loss_cls": 6.10722, "loss": 6.10722, "time": 0.61098} +{"mode": "train", "epoch": 6, "iter": 2000, "lr": 0.09966, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.21859, "top5_acc": 0.45109, "loss_cls": 6.11711, "loss": 6.11711, "time": 0.61068} +{"mode": "train", "epoch": 6, "iter": 2100, "lr": 0.09966, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.21703, "top5_acc": 0.45797, "loss_cls": 6.11288, "loss": 6.11288, "time": 0.61047} +{"mode": "train", "epoch": 6, "iter": 2200, "lr": 0.09966, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.20656, "top5_acc": 0.45406, "loss_cls": 6.11688, "loss": 6.11688, "time": 0.60818} +{"mode": "train", "epoch": 6, "iter": 2300, "lr": 0.09965, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.225, "top5_acc": 0.46094, "loss_cls": 6.08781, "loss": 6.08781, "time": 0.60073} +{"mode": "train", "epoch": 6, "iter": 2400, "lr": 0.09965, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.22219, "top5_acc": 0.45828, "loss_cls": 6.06456, "loss": 6.06456, "time": 0.60952} +{"mode": "train", "epoch": 6, "iter": 2500, "lr": 0.09965, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.2125, "top5_acc": 0.45844, "loss_cls": 6.11284, "loss": 6.11284, "time": 0.59822} +{"mode": "train", "epoch": 6, "iter": 2600, "lr": 0.09964, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.20969, "top5_acc": 0.45438, "loss_cls": 6.11769, "loss": 6.11769, "time": 0.60578} +{"mode": "train", "epoch": 6, "iter": 2700, "lr": 0.09964, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.20938, "top5_acc": 0.45, "loss_cls": 6.13311, "loss": 6.13311, "time": 0.59922} +{"mode": "train", "epoch": 6, "iter": 2800, "lr": 0.09964, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.21875, "top5_acc": 0.45781, "loss_cls": 6.09746, "loss": 6.09746, "time": 0.60069} +{"mode": "train", "epoch": 6, "iter": 2900, "lr": 0.09963, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.205, "top5_acc": 0.45422, "loss_cls": 6.13136, "loss": 6.13136, "time": 0.60048} +{"mode": "train", "epoch": 6, "iter": 3000, "lr": 0.09963, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.21875, "top5_acc": 0.46141, "loss_cls": 6.06201, "loss": 6.06201, "time": 0.60548} +{"mode": "train", "epoch": 6, "iter": 3100, "lr": 0.09963, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.22391, "top5_acc": 0.47125, "loss_cls": 6.00483, "loss": 6.00483, "time": 0.6037} +{"mode": "train", "epoch": 6, "iter": 3200, "lr": 0.09962, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.22203, "top5_acc": 0.46188, "loss_cls": 6.07261, "loss": 6.07261, "time": 0.59987} +{"mode": "train", "epoch": 6, "iter": 3300, "lr": 0.09962, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.21328, "top5_acc": 0.46344, "loss_cls": 6.11469, "loss": 6.11469, "time": 0.61009} +{"mode": "train", "epoch": 6, "iter": 3400, "lr": 0.09962, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.22359, "top5_acc": 0.45953, "loss_cls": 6.09112, "loss": 6.09112, "time": 0.60739} +{"mode": "train", "epoch": 6, "iter": 3500, "lr": 0.09961, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.22094, "top5_acc": 0.47188, "loss_cls": 6.07603, "loss": 6.07603, "time": 0.60055} +{"mode": "train", "epoch": 6, "iter": 3600, "lr": 0.09961, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.21438, "top5_acc": 0.46281, "loss_cls": 6.09035, "loss": 6.09035, "time": 0.61332} +{"mode": "train", "epoch": 6, "iter": 3700, "lr": 0.09961, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.22328, "top5_acc": 0.45219, "loss_cls": 6.09313, "loss": 6.09313, "time": 0.62338} +{"mode": "val", "epoch": 6, "iter": 309, "lr": 0.09961, "top1_acc": 0.13326, "top5_acc": 0.33961, "mean_class_accuracy": 0.13308} +{"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0996, "memory": 16180, "data_time": 1.45981, "top1_acc": 0.22625, "top5_acc": 0.47547, "loss_cls": 6.01144, "loss": 6.01144, "time": 2.05668} +{"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0996, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.21469, "top5_acc": 0.46281, "loss_cls": 6.06569, "loss": 6.06569, "time": 0.60282} +{"mode": "train", "epoch": 7, "iter": 300, "lr": 0.0996, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.22406, "top5_acc": 0.47438, "loss_cls": 6.05237, "loss": 6.05237, "time": 0.60201} +{"mode": "train", "epoch": 7, "iter": 400, "lr": 0.09959, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.21422, "top5_acc": 0.46938, "loss_cls": 6.0753, "loss": 6.0753, "time": 0.60228} +{"mode": "train", "epoch": 7, "iter": 500, "lr": 0.09959, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.22281, "top5_acc": 0.46781, "loss_cls": 6.0638, "loss": 6.0638, "time": 0.59968} +{"mode": "train", "epoch": 7, "iter": 600, "lr": 0.09958, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.215, "top5_acc": 0.46625, "loss_cls": 6.05407, "loss": 6.05407, "time": 0.6016} +{"mode": "train", "epoch": 7, "iter": 700, "lr": 0.09958, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.21953, "top5_acc": 0.46266, "loss_cls": 6.07321, "loss": 6.07321, "time": 0.60012} +{"mode": "train", "epoch": 7, "iter": 800, "lr": 0.09958, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.22312, "top5_acc": 0.46562, "loss_cls": 6.03489, "loss": 6.03489, "time": 0.60273} +{"mode": "train", "epoch": 7, "iter": 900, "lr": 0.09957, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22, "top5_acc": 0.45922, "loss_cls": 6.0635, "loss": 6.0635, "time": 0.59989} +{"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.09957, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.22531, "top5_acc": 0.47109, "loss_cls": 6.03575, "loss": 6.03575, "time": 0.59936} +{"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.09957, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.21281, "top5_acc": 0.45859, "loss_cls": 6.06905, "loss": 6.06905, "time": 0.598} +{"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.09956, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.21719, "top5_acc": 0.46922, "loss_cls": 6.05554, "loss": 6.05554, "time": 0.60038} +{"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.09956, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22109, "top5_acc": 0.46734, "loss_cls": 6.07179, "loss": 6.07179, "time": 0.60274} +{"mode": "train", "epoch": 7, "iter": 1400, "lr": 0.09956, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.22438, "top5_acc": 0.45234, "loss_cls": 6.11607, "loss": 6.11607, "time": 0.60813} +{"mode": "train", "epoch": 7, "iter": 1500, "lr": 0.09955, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.22188, "top5_acc": 0.46641, "loss_cls": 6.08016, "loss": 6.08016, "time": 0.6094} +{"mode": "train", "epoch": 7, "iter": 1600, "lr": 0.09955, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.22047, "top5_acc": 0.46203, "loss_cls": 6.08036, "loss": 6.08036, "time": 0.61026} +{"mode": "train", "epoch": 7, "iter": 1700, "lr": 0.09954, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.21938, "top5_acc": 0.47438, "loss_cls": 6.02114, "loss": 6.02114, "time": 0.6122} +{"mode": "train", "epoch": 7, "iter": 1800, "lr": 0.09954, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.21406, "top5_acc": 0.45672, "loss_cls": 6.10814, "loss": 6.10814, "time": 0.61533} +{"mode": "train", "epoch": 7, "iter": 1900, "lr": 0.09954, "memory": 16180, "data_time": 0.00046, "top1_acc": 0.21297, "top5_acc": 0.46641, "loss_cls": 6.05425, "loss": 6.05425, "time": 0.61969} +{"mode": "train", "epoch": 7, "iter": 2000, "lr": 0.09953, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.22312, "top5_acc": 0.47016, "loss_cls": 6.03952, "loss": 6.03952, "time": 0.62181} +{"mode": "train", "epoch": 7, "iter": 2100, "lr": 0.09953, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.22703, "top5_acc": 0.48172, "loss_cls": 6.00177, "loss": 6.00177, "time": 0.60916} +{"mode": "train", "epoch": 7, "iter": 2200, "lr": 0.09952, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.21172, "top5_acc": 0.45422, "loss_cls": 6.1203, "loss": 6.1203, "time": 0.6015} +{"mode": "train", "epoch": 7, "iter": 2300, "lr": 0.09952, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.22156, "top5_acc": 0.46375, "loss_cls": 6.04597, "loss": 6.04597, "time": 0.59924} +{"mode": "train", "epoch": 7, "iter": 2400, "lr": 0.09952, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.2325, "top5_acc": 0.47984, "loss_cls": 5.98932, "loss": 5.98932, "time": 0.60472} +{"mode": "train", "epoch": 7, "iter": 2500, "lr": 0.09951, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.22672, "top5_acc": 0.46656, "loss_cls": 6.05423, "loss": 6.05423, "time": 0.6043} +{"mode": "train", "epoch": 7, "iter": 2600, "lr": 0.09951, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.22219, "top5_acc": 0.4725, "loss_cls": 6.04156, "loss": 6.04156, "time": 0.59785} +{"mode": "train", "epoch": 7, "iter": 2700, "lr": 0.09951, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.22406, "top5_acc": 0.46938, "loss_cls": 6.03997, "loss": 6.03997, "time": 0.60255} +{"mode": "train", "epoch": 7, "iter": 2800, "lr": 0.0995, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.21891, "top5_acc": 0.46094, "loss_cls": 6.08949, "loss": 6.08949, "time": 0.60923} +{"mode": "train", "epoch": 7, "iter": 2900, "lr": 0.0995, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.22266, "top5_acc": 0.46578, "loss_cls": 6.0484, "loss": 6.0484, "time": 0.60279} +{"mode": "train", "epoch": 7, "iter": 3000, "lr": 0.09949, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.23, "top5_acc": 0.47281, "loss_cls": 6.03308, "loss": 6.03308, "time": 0.60794} +{"mode": "train", "epoch": 7, "iter": 3100, "lr": 0.09949, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.21359, "top5_acc": 0.46406, "loss_cls": 6.06109, "loss": 6.06109, "time": 0.60425} +{"mode": "train", "epoch": 7, "iter": 3200, "lr": 0.09949, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.22609, "top5_acc": 0.46422, "loss_cls": 6.03631, "loss": 6.03631, "time": 0.60266} +{"mode": "train", "epoch": 7, "iter": 3300, "lr": 0.09948, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.2225, "top5_acc": 0.46703, "loss_cls": 6.05376, "loss": 6.05376, "time": 0.59973} +{"mode": "train", "epoch": 7, "iter": 3400, "lr": 0.09948, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.22484, "top5_acc": 0.46547, "loss_cls": 6.04798, "loss": 6.04798, "time": 0.59753} +{"mode": "train", "epoch": 7, "iter": 3500, "lr": 0.09947, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.22312, "top5_acc": 0.46938, "loss_cls": 6.05248, "loss": 6.05248, "time": 0.60282} +{"mode": "train", "epoch": 7, "iter": 3600, "lr": 0.09947, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.22594, "top5_acc": 0.46562, "loss_cls": 6.02738, "loss": 6.02738, "time": 0.60565} +{"mode": "train", "epoch": 7, "iter": 3700, "lr": 0.09947, "memory": 16180, "data_time": 0.00048, "top1_acc": 0.22641, "top5_acc": 0.47344, "loss_cls": 6.02252, "loss": 6.02252, "time": 0.62322} +{"mode": "val", "epoch": 7, "iter": 309, "lr": 0.09946, "top1_acc": 0.1636, "top5_acc": 0.38824, "mean_class_accuracy": 0.16334} +{"mode": "train", "epoch": 8, "iter": 100, "lr": 0.09946, "memory": 16180, "data_time": 1.30142, "top1_acc": 0.22766, "top5_acc": 0.48062, "loss_cls": 5.99094, "loss": 5.99094, "time": 1.89805} +{"mode": "train", "epoch": 8, "iter": 200, "lr": 0.09946, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23391, "top5_acc": 0.47641, "loss_cls": 5.98869, "loss": 5.98869, "time": 0.59659} +{"mode": "train", "epoch": 8, "iter": 300, "lr": 0.09945, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.22297, "top5_acc": 0.47828, "loss_cls": 5.98101, "loss": 5.98101, "time": 0.5961} +{"mode": "train", "epoch": 8, "iter": 400, "lr": 0.09945, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23016, "top5_acc": 0.47469, "loss_cls": 6.01105, "loss": 6.01105, "time": 0.5967} +{"mode": "train", "epoch": 8, "iter": 500, "lr": 0.09944, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.21875, "top5_acc": 0.46281, "loss_cls": 6.06265, "loss": 6.06265, "time": 0.59911} +{"mode": "train", "epoch": 8, "iter": 600, "lr": 0.09944, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23094, "top5_acc": 0.47516, "loss_cls": 5.97776, "loss": 5.97776, "time": 0.60206} +{"mode": "train", "epoch": 8, "iter": 700, "lr": 0.09943, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.21766, "top5_acc": 0.46, "loss_cls": 6.06957, "loss": 6.06957, "time": 0.59914} +{"mode": "train", "epoch": 8, "iter": 800, "lr": 0.09943, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.22719, "top5_acc": 0.47438, "loss_cls": 5.98978, "loss": 5.98978, "time": 0.60059} +{"mode": "train", "epoch": 8, "iter": 900, "lr": 0.09943, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.22875, "top5_acc": 0.46297, "loss_cls": 6.03752, "loss": 6.03752, "time": 0.60021} +{"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.09942, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22359, "top5_acc": 0.46375, "loss_cls": 6.04641, "loss": 6.04641, "time": 0.59915} +{"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.09942, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.22531, "top5_acc": 0.47766, "loss_cls": 6.0076, "loss": 6.0076, "time": 0.60333} +{"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.09941, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.22281, "top5_acc": 0.46891, "loss_cls": 6.04182, "loss": 6.04182, "time": 0.60609} +{"mode": "train", "epoch": 8, "iter": 1300, "lr": 0.09941, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.22703, "top5_acc": 0.46781, "loss_cls": 6.0382, "loss": 6.0382, "time": 0.60797} +{"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.0994, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.23078, "top5_acc": 0.46266, "loss_cls": 6.04172, "loss": 6.04172, "time": 0.61108} +{"mode": "train", "epoch": 8, "iter": 1500, "lr": 0.0994, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.22922, "top5_acc": 0.47469, "loss_cls": 6.00684, "loss": 6.00684, "time": 0.60086} +{"mode": "train", "epoch": 8, "iter": 1600, "lr": 0.0994, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.21828, "top5_acc": 0.46562, "loss_cls": 6.06838, "loss": 6.06838, "time": 0.60112} +{"mode": "train", "epoch": 8, "iter": 1700, "lr": 0.09939, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.22797, "top5_acc": 0.46922, "loss_cls": 5.99711, "loss": 5.99711, "time": 0.60631} +{"mode": "train", "epoch": 8, "iter": 1800, "lr": 0.09939, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.22859, "top5_acc": 0.46641, "loss_cls": 6.04811, "loss": 6.04811, "time": 0.6048} +{"mode": "train", "epoch": 8, "iter": 1900, "lr": 0.09938, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22641, "top5_acc": 0.46562, "loss_cls": 6.0182, "loss": 6.0182, "time": 0.60224} +{"mode": "train", "epoch": 8, "iter": 2000, "lr": 0.09938, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.22922, "top5_acc": 0.46375, "loss_cls": 6.04251, "loss": 6.04251, "time": 0.6006} +{"mode": "train", "epoch": 8, "iter": 2100, "lr": 0.09937, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.22219, "top5_acc": 0.47828, "loss_cls": 6.00729, "loss": 6.00729, "time": 0.60047} +{"mode": "train", "epoch": 8, "iter": 2200, "lr": 0.09937, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.21234, "top5_acc": 0.46141, "loss_cls": 6.0745, "loss": 6.0745, "time": 0.59858} +{"mode": "train", "epoch": 8, "iter": 2300, "lr": 0.09937, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.2325, "top5_acc": 0.47141, "loss_cls": 6.00414, "loss": 6.00414, "time": 0.60058} +{"mode": "train", "epoch": 8, "iter": 2400, "lr": 0.09936, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23, "top5_acc": 0.48094, "loss_cls": 5.99653, "loss": 5.99653, "time": 0.6012} +{"mode": "train", "epoch": 8, "iter": 2500, "lr": 0.09936, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23, "top5_acc": 0.47312, "loss_cls": 5.99998, "loss": 5.99998, "time": 0.60217} +{"mode": "train", "epoch": 8, "iter": 2600, "lr": 0.09935, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22156, "top5_acc": 0.46391, "loss_cls": 6.06225, "loss": 6.06225, "time": 0.60071} +{"mode": "train", "epoch": 8, "iter": 2700, "lr": 0.09935, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.22094, "top5_acc": 0.46641, "loss_cls": 6.04463, "loss": 6.04463, "time": 0.60618} +{"mode": "train", "epoch": 8, "iter": 2800, "lr": 0.09934, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.225, "top5_acc": 0.47359, "loss_cls": 6.02887, "loss": 6.02887, "time": 0.60885} +{"mode": "train", "epoch": 8, "iter": 2900, "lr": 0.09934, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.22594, "top5_acc": 0.46844, "loss_cls": 6.02973, "loss": 6.02973, "time": 0.60829} +{"mode": "train", "epoch": 8, "iter": 3000, "lr": 0.09933, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.22547, "top5_acc": 0.46547, "loss_cls": 6.03142, "loss": 6.03142, "time": 0.60413} +{"mode": "train", "epoch": 8, "iter": 3100, "lr": 0.09933, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.22734, "top5_acc": 0.47703, "loss_cls": 5.9981, "loss": 5.9981, "time": 0.60058} +{"mode": "train", "epoch": 8, "iter": 3200, "lr": 0.09933, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.22844, "top5_acc": 0.46969, "loss_cls": 6.00584, "loss": 6.00584, "time": 0.60119} +{"mode": "train", "epoch": 8, "iter": 3300, "lr": 0.09932, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24047, "top5_acc": 0.48297, "loss_cls": 5.97991, "loss": 5.97991, "time": 0.60248} +{"mode": "train", "epoch": 8, "iter": 3400, "lr": 0.09932, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22141, "top5_acc": 0.46688, "loss_cls": 6.05084, "loss": 6.05084, "time": 0.6011} +{"mode": "train", "epoch": 8, "iter": 3500, "lr": 0.09931, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.22172, "top5_acc": 0.46656, "loss_cls": 6.06515, "loss": 6.06515, "time": 0.60822} +{"mode": "train", "epoch": 8, "iter": 3600, "lr": 0.09931, "memory": 16180, "data_time": 0.00046, "top1_acc": 0.22812, "top5_acc": 0.47234, "loss_cls": 6.01597, "loss": 6.01597, "time": 0.61141} +{"mode": "train", "epoch": 8, "iter": 3700, "lr": 0.0993, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.22234, "top5_acc": 0.46875, "loss_cls": 6.02031, "loss": 6.02031, "time": 0.61932} +{"mode": "val", "epoch": 8, "iter": 309, "lr": 0.0993, "top1_acc": 0.15221, "top5_acc": 0.36357, "mean_class_accuracy": 0.15201} +{"mode": "train", "epoch": 9, "iter": 100, "lr": 0.0993, "memory": 16180, "data_time": 1.3862, "top1_acc": 0.22969, "top5_acc": 0.47625, "loss_cls": 5.96865, "loss": 5.96865, "time": 1.98462} +{"mode": "train", "epoch": 9, "iter": 200, "lr": 0.09929, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.22922, "top5_acc": 0.47297, "loss_cls": 5.97294, "loss": 5.97294, "time": 0.60632} +{"mode": "train", "epoch": 9, "iter": 300, "lr": 0.09929, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.23266, "top5_acc": 0.47969, "loss_cls": 5.95509, "loss": 5.95509, "time": 0.59943} +{"mode": "train", "epoch": 9, "iter": 400, "lr": 0.09928, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23656, "top5_acc": 0.48891, "loss_cls": 5.9593, "loss": 5.9593, "time": 0.5974} +{"mode": "train", "epoch": 9, "iter": 500, "lr": 0.09928, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.22766, "top5_acc": 0.47531, "loss_cls": 6.00217, "loss": 6.00217, "time": 0.60005} +{"mode": "train", "epoch": 9, "iter": 600, "lr": 0.09927, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.22391, "top5_acc": 0.46328, "loss_cls": 6.04827, "loss": 6.04827, "time": 0.59959} +{"mode": "train", "epoch": 9, "iter": 700, "lr": 0.09927, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.22094, "top5_acc": 0.47188, "loss_cls": 6.00807, "loss": 6.00807, "time": 0.60039} +{"mode": "train", "epoch": 9, "iter": 800, "lr": 0.09926, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.22562, "top5_acc": 0.47297, "loss_cls": 6.01044, "loss": 6.01044, "time": 0.60223} +{"mode": "train", "epoch": 9, "iter": 900, "lr": 0.09926, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.22719, "top5_acc": 0.47109, "loss_cls": 6.01491, "loss": 6.01491, "time": 0.60141} +{"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.09925, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23672, "top5_acc": 0.4925, "loss_cls": 5.92008, "loss": 5.92008, "time": 0.59942} +{"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.09925, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23094, "top5_acc": 0.47422, "loss_cls": 5.99078, "loss": 5.99078, "time": 0.59969} +{"mode": "train", "epoch": 9, "iter": 1200, "lr": 0.09924, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.22281, "top5_acc": 0.46672, "loss_cls": 6.05651, "loss": 6.05651, "time": 0.60248} +{"mode": "train", "epoch": 9, "iter": 1300, "lr": 0.09924, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22906, "top5_acc": 0.47375, "loss_cls": 6.01606, "loss": 6.01606, "time": 0.60184} +{"mode": "train", "epoch": 9, "iter": 1400, "lr": 0.09923, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22703, "top5_acc": 0.47453, "loss_cls": 6.00989, "loss": 6.00989, "time": 0.60215} +{"mode": "train", "epoch": 9, "iter": 1500, "lr": 0.09923, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.23422, "top5_acc": 0.47812, "loss_cls": 5.99389, "loss": 5.99389, "time": 0.60358} +{"mode": "train", "epoch": 9, "iter": 1600, "lr": 0.09922, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.23297, "top5_acc": 0.47766, "loss_cls": 5.9726, "loss": 5.9726, "time": 0.60475} +{"mode": "train", "epoch": 9, "iter": 1700, "lr": 0.09922, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.23391, "top5_acc": 0.47875, "loss_cls": 5.99158, "loss": 5.99158, "time": 0.60621} +{"mode": "train", "epoch": 9, "iter": 1800, "lr": 0.09921, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.22828, "top5_acc": 0.47797, "loss_cls": 5.95771, "loss": 5.95771, "time": 0.60477} +{"mode": "train", "epoch": 9, "iter": 1900, "lr": 0.09921, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22688, "top5_acc": 0.47062, "loss_cls": 6.01848, "loss": 6.01848, "time": 0.59981} +{"mode": "train", "epoch": 9, "iter": 2000, "lr": 0.0992, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23734, "top5_acc": 0.48391, "loss_cls": 5.94065, "loss": 5.94065, "time": 0.60005} +{"mode": "train", "epoch": 9, "iter": 2100, "lr": 0.0992, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23266, "top5_acc": 0.47547, "loss_cls": 6.00355, "loss": 6.00355, "time": 0.59864} +{"mode": "train", "epoch": 9, "iter": 2200, "lr": 0.09919, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24422, "top5_acc": 0.48469, "loss_cls": 5.95065, "loss": 5.95065, "time": 0.59868} +{"mode": "train", "epoch": 9, "iter": 2300, "lr": 0.09919, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.22609, "top5_acc": 0.47297, "loss_cls": 6.01503, "loss": 6.01503, "time": 0.59731} +{"mode": "train", "epoch": 9, "iter": 2400, "lr": 0.09918, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.22328, "top5_acc": 0.46969, "loss_cls": 5.99725, "loss": 5.99725, "time": 0.59936} +{"mode": "train", "epoch": 9, "iter": 2500, "lr": 0.09918, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.22922, "top5_acc": 0.47797, "loss_cls": 5.98904, "loss": 5.98904, "time": 0.60053} +{"mode": "train", "epoch": 9, "iter": 2600, "lr": 0.09917, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22938, "top5_acc": 0.47406, "loss_cls": 5.96436, "loss": 5.96436, "time": 0.60074} +{"mode": "train", "epoch": 9, "iter": 2700, "lr": 0.09917, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.22766, "top5_acc": 0.48531, "loss_cls": 5.96768, "loss": 5.96768, "time": 0.602} +{"mode": "train", "epoch": 9, "iter": 2800, "lr": 0.09916, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22531, "top5_acc": 0.47219, "loss_cls": 6.01709, "loss": 6.01709, "time": 0.59953} +{"mode": "train", "epoch": 9, "iter": 2900, "lr": 0.09916, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.22391, "top5_acc": 0.47016, "loss_cls": 6.00682, "loss": 6.00682, "time": 0.60198} +{"mode": "train", "epoch": 9, "iter": 3000, "lr": 0.09915, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.23016, "top5_acc": 0.47281, "loss_cls": 5.99274, "loss": 5.99274, "time": 0.60919} +{"mode": "train", "epoch": 9, "iter": 3100, "lr": 0.09915, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.22609, "top5_acc": 0.46812, "loss_cls": 6.02468, "loss": 6.02468, "time": 0.60879} +{"mode": "train", "epoch": 9, "iter": 3200, "lr": 0.09914, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22562, "top5_acc": 0.47297, "loss_cls": 5.99747, "loss": 5.99747, "time": 0.60087} +{"mode": "train", "epoch": 9, "iter": 3300, "lr": 0.09914, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23141, "top5_acc": 0.47062, "loss_cls": 5.98268, "loss": 5.98268, "time": 0.60082} +{"mode": "train", "epoch": 9, "iter": 3400, "lr": 0.09913, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23062, "top5_acc": 0.47375, "loss_cls": 5.98667, "loss": 5.98667, "time": 0.60053} +{"mode": "train", "epoch": 9, "iter": 3500, "lr": 0.09913, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22984, "top5_acc": 0.47719, "loss_cls": 5.97499, "loss": 5.97499, "time": 0.60332} +{"mode": "train", "epoch": 9, "iter": 3600, "lr": 0.09912, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.22938, "top5_acc": 0.48, "loss_cls": 5.95113, "loss": 5.95113, "time": 0.61579} +{"mode": "train", "epoch": 9, "iter": 3700, "lr": 0.09912, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.22844, "top5_acc": 0.48031, "loss_cls": 6.01912, "loss": 6.01912, "time": 0.61709} +{"mode": "val", "epoch": 9, "iter": 309, "lr": 0.09911, "top1_acc": 0.17414, "top5_acc": 0.39579, "mean_class_accuracy": 0.174} +{"mode": "train", "epoch": 10, "iter": 100, "lr": 0.09911, "memory": 16180, "data_time": 1.42359, "top1_acc": 0.23469, "top5_acc": 0.48609, "loss_cls": 5.92471, "loss": 5.92471, "time": 2.02201} +{"mode": "train", "epoch": 10, "iter": 200, "lr": 0.0991, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.22547, "top5_acc": 0.47, "loss_cls": 6.00938, "loss": 6.00938, "time": 0.60445} +{"mode": "train", "epoch": 10, "iter": 300, "lr": 0.0991, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.23672, "top5_acc": 0.47484, "loss_cls": 5.94552, "loss": 5.94552, "time": 0.60183} +{"mode": "train", "epoch": 10, "iter": 400, "lr": 0.09909, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24172, "top5_acc": 0.48047, "loss_cls": 5.93454, "loss": 5.93454, "time": 0.60188} +{"mode": "train", "epoch": 10, "iter": 500, "lr": 0.09909, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24234, "top5_acc": 0.49578, "loss_cls": 5.90873, "loss": 5.90873, "time": 0.59795} +{"mode": "train", "epoch": 10, "iter": 600, "lr": 0.09908, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.23, "top5_acc": 0.47875, "loss_cls": 5.97662, "loss": 5.97662, "time": 0.61052} +{"mode": "train", "epoch": 10, "iter": 700, "lr": 0.09908, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.23531, "top5_acc": 0.48781, "loss_cls": 5.95678, "loss": 5.95678, "time": 0.60671} +{"mode": "train", "epoch": 10, "iter": 800, "lr": 0.09907, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.23188, "top5_acc": 0.47453, "loss_cls": 5.94643, "loss": 5.94643, "time": 0.61083} +{"mode": "train", "epoch": 10, "iter": 900, "lr": 0.09907, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.22922, "top5_acc": 0.48344, "loss_cls": 5.98003, "loss": 5.98003, "time": 0.61404} +{"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.09906, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.22484, "top5_acc": 0.47969, "loss_cls": 5.97458, "loss": 5.97458, "time": 0.61201} +{"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.09906, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.23391, "top5_acc": 0.48047, "loss_cls": 5.98778, "loss": 5.98778, "time": 0.61057} +{"mode": "train", "epoch": 10, "iter": 1200, "lr": 0.09905, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.23484, "top5_acc": 0.47703, "loss_cls": 5.96583, "loss": 5.96583, "time": 0.6108} +{"mode": "train", "epoch": 10, "iter": 1300, "lr": 0.09905, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.23219, "top5_acc": 0.48422, "loss_cls": 5.96386, "loss": 5.96386, "time": 0.60713} +{"mode": "train", "epoch": 10, "iter": 1400, "lr": 0.09904, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.22094, "top5_acc": 0.4875, "loss_cls": 5.93397, "loss": 5.93397, "time": 0.59812} +{"mode": "train", "epoch": 10, "iter": 1500, "lr": 0.09903, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23234, "top5_acc": 0.48203, "loss_cls": 5.95998, "loss": 5.95998, "time": 0.5977} +{"mode": "train", "epoch": 10, "iter": 1600, "lr": 0.09903, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23031, "top5_acc": 0.47312, "loss_cls": 5.98234, "loss": 5.98234, "time": 0.5979} +{"mode": "train", "epoch": 10, "iter": 1700, "lr": 0.09902, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23156, "top5_acc": 0.47594, "loss_cls": 5.98618, "loss": 5.98618, "time": 0.59549} +{"mode": "train", "epoch": 10, "iter": 1800, "lr": 0.09902, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.22234, "top5_acc": 0.47953, "loss_cls": 5.99859, "loss": 5.99859, "time": 0.6001} +{"mode": "train", "epoch": 10, "iter": 1900, "lr": 0.09901, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.22609, "top5_acc": 0.47609, "loss_cls": 5.97344, "loss": 5.97344, "time": 0.59768} +{"mode": "train", "epoch": 10, "iter": 2000, "lr": 0.09901, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.22469, "top5_acc": 0.47562, "loss_cls": 5.98258, "loss": 5.98258, "time": 0.59572} +{"mode": "train", "epoch": 10, "iter": 2100, "lr": 0.099, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23312, "top5_acc": 0.48234, "loss_cls": 5.95514, "loss": 5.95514, "time": 0.60007} +{"mode": "train", "epoch": 10, "iter": 2200, "lr": 0.099, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.22438, "top5_acc": 0.46453, "loss_cls": 6.03904, "loss": 6.03904, "time": 0.60002} +{"mode": "train", "epoch": 10, "iter": 2300, "lr": 0.09899, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.23609, "top5_acc": 0.48359, "loss_cls": 5.93405, "loss": 5.93405, "time": 0.60774} +{"mode": "train", "epoch": 10, "iter": 2400, "lr": 0.09898, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.23344, "top5_acc": 0.48266, "loss_cls": 5.94538, "loss": 5.94538, "time": 0.60464} +{"mode": "train", "epoch": 10, "iter": 2500, "lr": 0.09898, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.22828, "top5_acc": 0.46859, "loss_cls": 6.0002, "loss": 6.0002, "time": 0.60466} +{"mode": "train", "epoch": 10, "iter": 2600, "lr": 0.09897, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23109, "top5_acc": 0.48375, "loss_cls": 5.96573, "loss": 5.96573, "time": 0.60273} +{"mode": "train", "epoch": 10, "iter": 2700, "lr": 0.09897, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.2325, "top5_acc": 0.47734, "loss_cls": 5.98838, "loss": 5.98838, "time": 0.60019} +{"mode": "train", "epoch": 10, "iter": 2800, "lr": 0.09896, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.22922, "top5_acc": 0.47172, "loss_cls": 6.00671, "loss": 6.00671, "time": 0.60269} +{"mode": "train", "epoch": 10, "iter": 2900, "lr": 0.09896, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.23281, "top5_acc": 0.47875, "loss_cls": 5.99499, "loss": 5.99499, "time": 0.60268} +{"mode": "train", "epoch": 10, "iter": 3000, "lr": 0.09895, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.22719, "top5_acc": 0.47109, "loss_cls": 5.97926, "loss": 5.97926, "time": 0.59757} +{"mode": "train", "epoch": 10, "iter": 3100, "lr": 0.09894, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23016, "top5_acc": 0.47031, "loss_cls": 6.01468, "loss": 6.01468, "time": 0.60047} +{"mode": "train", "epoch": 10, "iter": 3200, "lr": 0.09894, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24438, "top5_acc": 0.49297, "loss_cls": 5.90145, "loss": 5.90145, "time": 0.59977} +{"mode": "train", "epoch": 10, "iter": 3300, "lr": 0.09893, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.22859, "top5_acc": 0.47172, "loss_cls": 5.97605, "loss": 5.97605, "time": 0.59966} +{"mode": "train", "epoch": 10, "iter": 3400, "lr": 0.09893, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.22984, "top5_acc": 0.47422, "loss_cls": 5.98424, "loss": 5.98424, "time": 0.59864} +{"mode": "train", "epoch": 10, "iter": 3500, "lr": 0.09892, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.235, "top5_acc": 0.48219, "loss_cls": 5.95583, "loss": 5.95583, "time": 0.6002} +{"mode": "train", "epoch": 10, "iter": 3600, "lr": 0.09892, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.23922, "top5_acc": 0.47391, "loss_cls": 5.96615, "loss": 5.96615, "time": 0.60979} +{"mode": "train", "epoch": 10, "iter": 3700, "lr": 0.09891, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22875, "top5_acc": 0.47078, "loss_cls": 6.00149, "loss": 6.00149, "time": 0.61154} +{"mode": "val", "epoch": 10, "iter": 309, "lr": 0.09891, "top1_acc": 0.14542, "top5_acc": 0.34858, "mean_class_accuracy": 0.14534} +{"mode": "train", "epoch": 11, "iter": 100, "lr": 0.0989, "memory": 16180, "data_time": 1.36862, "top1_acc": 0.22922, "top5_acc": 0.47703, "loss_cls": 5.96765, "loss": 5.96765, "time": 1.9662} +{"mode": "train", "epoch": 11, "iter": 200, "lr": 0.0989, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.2275, "top5_acc": 0.47453, "loss_cls": 5.98615, "loss": 5.98615, "time": 0.60113} +{"mode": "train", "epoch": 11, "iter": 300, "lr": 0.09889, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23266, "top5_acc": 0.48219, "loss_cls": 5.93173, "loss": 5.93173, "time": 0.59829} +{"mode": "train", "epoch": 11, "iter": 400, "lr": 0.09888, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23375, "top5_acc": 0.47766, "loss_cls": 5.96337, "loss": 5.96337, "time": 0.59872} +{"mode": "train", "epoch": 11, "iter": 500, "lr": 0.09888, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.23312, "top5_acc": 0.48734, "loss_cls": 5.9467, "loss": 5.9467, "time": 0.61104} +{"mode": "train", "epoch": 11, "iter": 600, "lr": 0.09887, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.23375, "top5_acc": 0.47797, "loss_cls": 5.95946, "loss": 5.95946, "time": 0.60357} +{"mode": "train", "epoch": 11, "iter": 700, "lr": 0.09887, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23375, "top5_acc": 0.47828, "loss_cls": 5.95098, "loss": 5.95098, "time": 0.60098} +{"mode": "train", "epoch": 11, "iter": 800, "lr": 0.09886, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.23469, "top5_acc": 0.4825, "loss_cls": 5.9607, "loss": 5.9607, "time": 0.60436} +{"mode": "train", "epoch": 11, "iter": 900, "lr": 0.09885, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23312, "top5_acc": 0.47547, "loss_cls": 5.97392, "loss": 5.97392, "time": 0.60263} +{"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.09885, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.23938, "top5_acc": 0.48812, "loss_cls": 5.91717, "loss": 5.91717, "time": 0.61399} +{"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.09884, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.22344, "top5_acc": 0.47781, "loss_cls": 5.9712, "loss": 5.9712, "time": 0.60116} +{"mode": "train", "epoch": 11, "iter": 1200, "lr": 0.09884, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24062, "top5_acc": 0.47672, "loss_cls": 5.9596, "loss": 5.9596, "time": 0.59997} +{"mode": "train", "epoch": 11, "iter": 1300, "lr": 0.09883, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.23844, "top5_acc": 0.48906, "loss_cls": 5.90463, "loss": 5.90463, "time": 0.61228} +{"mode": "train", "epoch": 11, "iter": 1400, "lr": 0.09882, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23672, "top5_acc": 0.47891, "loss_cls": 5.96919, "loss": 5.96919, "time": 0.59767} +{"mode": "train", "epoch": 11, "iter": 1500, "lr": 0.09882, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23438, "top5_acc": 0.47594, "loss_cls": 5.98244, "loss": 5.98244, "time": 0.59922} +{"mode": "train", "epoch": 11, "iter": 1600, "lr": 0.09881, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.23094, "top5_acc": 0.47078, "loss_cls": 5.98776, "loss": 5.98776, "time": 0.60973} +{"mode": "train", "epoch": 11, "iter": 1700, "lr": 0.09881, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.2325, "top5_acc": 0.48109, "loss_cls": 5.95523, "loss": 5.95523, "time": 0.60577} +{"mode": "train", "epoch": 11, "iter": 1800, "lr": 0.0988, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.23812, "top5_acc": 0.4825, "loss_cls": 5.94811, "loss": 5.94811, "time": 0.60644} +{"mode": "train", "epoch": 11, "iter": 1900, "lr": 0.09879, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.24062, "top5_acc": 0.48219, "loss_cls": 5.93892, "loss": 5.93892, "time": 0.60385} +{"mode": "train", "epoch": 11, "iter": 2000, "lr": 0.09879, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23219, "top5_acc": 0.46469, "loss_cls": 6.00226, "loss": 6.00226, "time": 0.60191} +{"mode": "train", "epoch": 11, "iter": 2100, "lr": 0.09878, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22828, "top5_acc": 0.475, "loss_cls": 5.99173, "loss": 5.99173, "time": 0.60032} +{"mode": "train", "epoch": 11, "iter": 2200, "lr": 0.09878, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23703, "top5_acc": 0.48422, "loss_cls": 5.95507, "loss": 5.95507, "time": 0.59747} +{"mode": "train", "epoch": 11, "iter": 2300, "lr": 0.09877, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23766, "top5_acc": 0.48203, "loss_cls": 5.95304, "loss": 5.95304, "time": 0.59881} +{"mode": "train", "epoch": 11, "iter": 2400, "lr": 0.09876, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23844, "top5_acc": 0.48141, "loss_cls": 5.91158, "loss": 5.91158, "time": 0.6005} +{"mode": "train", "epoch": 11, "iter": 2500, "lr": 0.09876, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22938, "top5_acc": 0.48422, "loss_cls": 5.96816, "loss": 5.96816, "time": 0.60382} +{"mode": "train", "epoch": 11, "iter": 2600, "lr": 0.09875, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22609, "top5_acc": 0.47766, "loss_cls": 5.97359, "loss": 5.97359, "time": 0.60139} +{"mode": "train", "epoch": 11, "iter": 2700, "lr": 0.09874, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.22344, "top5_acc": 0.48281, "loss_cls": 5.98011, "loss": 5.98011, "time": 0.60939} +{"mode": "train", "epoch": 11, "iter": 2800, "lr": 0.09874, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.22469, "top5_acc": 0.47109, "loss_cls": 5.99964, "loss": 5.99964, "time": 0.60888} +{"mode": "train", "epoch": 11, "iter": 2900, "lr": 0.09873, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.23953, "top5_acc": 0.49109, "loss_cls": 5.92921, "loss": 5.92921, "time": 0.61025} +{"mode": "train", "epoch": 11, "iter": 3000, "lr": 0.09873, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.23188, "top5_acc": 0.47219, "loss_cls": 5.96756, "loss": 5.96756, "time": 0.60628} +{"mode": "train", "epoch": 11, "iter": 3100, "lr": 0.09872, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.23734, "top5_acc": 0.48391, "loss_cls": 5.97789, "loss": 5.97789, "time": 0.60526} +{"mode": "train", "epoch": 11, "iter": 3200, "lr": 0.09871, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.23828, "top5_acc": 0.48844, "loss_cls": 5.89943, "loss": 5.89943, "time": 0.60573} +{"mode": "train", "epoch": 11, "iter": 3300, "lr": 0.09871, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23672, "top5_acc": 0.48641, "loss_cls": 5.94915, "loss": 5.94915, "time": 0.59747} +{"mode": "train", "epoch": 11, "iter": 3400, "lr": 0.0987, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23719, "top5_acc": 0.48781, "loss_cls": 5.92673, "loss": 5.92673, "time": 0.59885} +{"mode": "train", "epoch": 11, "iter": 3500, "lr": 0.09869, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23172, "top5_acc": 0.48625, "loss_cls": 5.94583, "loss": 5.94583, "time": 0.60155} +{"mode": "train", "epoch": 11, "iter": 3600, "lr": 0.09869, "memory": 16180, "data_time": 0.00067, "top1_acc": 0.23578, "top5_acc": 0.48234, "loss_cls": 5.9576, "loss": 5.9576, "time": 0.61345} +{"mode": "train", "epoch": 11, "iter": 3700, "lr": 0.09868, "memory": 16180, "data_time": 0.00068, "top1_acc": 0.23094, "top5_acc": 0.46766, "loss_cls": 6.00124, "loss": 6.00124, "time": 0.61593} +{"mode": "val", "epoch": 11, "iter": 309, "lr": 0.09868, "top1_acc": 0.15747, "top5_acc": 0.36383, "mean_class_accuracy": 0.15728} +{"mode": "train", "epoch": 12, "iter": 100, "lr": 0.09867, "memory": 16180, "data_time": 1.39803, "top1_acc": 0.23438, "top5_acc": 0.48859, "loss_cls": 5.93546, "loss": 5.93546, "time": 1.99462} +{"mode": "train", "epoch": 12, "iter": 200, "lr": 0.09867, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.23281, "top5_acc": 0.48391, "loss_cls": 5.94105, "loss": 5.94105, "time": 0.60066} +{"mode": "train", "epoch": 12, "iter": 300, "lr": 0.09866, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.22109, "top5_acc": 0.47094, "loss_cls": 5.95939, "loss": 5.95939, "time": 0.59952} +{"mode": "train", "epoch": 12, "iter": 400, "lr": 0.09865, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.245, "top5_acc": 0.49156, "loss_cls": 5.88334, "loss": 5.88334, "time": 0.59695} +{"mode": "train", "epoch": 12, "iter": 500, "lr": 0.09865, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23344, "top5_acc": 0.47906, "loss_cls": 5.97093, "loss": 5.97093, "time": 0.60153} +{"mode": "train", "epoch": 12, "iter": 600, "lr": 0.09864, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23188, "top5_acc": 0.48359, "loss_cls": 5.94076, "loss": 5.94076, "time": 0.59852} +{"mode": "train", "epoch": 12, "iter": 700, "lr": 0.09863, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23281, "top5_acc": 0.48328, "loss_cls": 5.93487, "loss": 5.93487, "time": 0.59741} +{"mode": "train", "epoch": 12, "iter": 800, "lr": 0.09863, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23469, "top5_acc": 0.48641, "loss_cls": 5.94005, "loss": 5.94005, "time": 0.59798} +{"mode": "train", "epoch": 12, "iter": 900, "lr": 0.09862, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.2325, "top5_acc": 0.48641, "loss_cls": 5.91514, "loss": 5.91514, "time": 0.59831} +{"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.09861, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23219, "top5_acc": 0.47688, "loss_cls": 5.97785, "loss": 5.97785, "time": 0.59756} +{"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.09861, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.22688, "top5_acc": 0.48016, "loss_cls": 5.98305, "loss": 5.98305, "time": 0.59761} +{"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.0986, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23703, "top5_acc": 0.46984, "loss_cls": 5.99523, "loss": 5.99523, "time": 0.59732} +{"mode": "train", "epoch": 12, "iter": 1300, "lr": 0.09859, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23656, "top5_acc": 0.48953, "loss_cls": 5.92619, "loss": 5.92619, "time": 0.59924} +{"mode": "train", "epoch": 12, "iter": 1400, "lr": 0.09859, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.23328, "top5_acc": 0.47656, "loss_cls": 5.97039, "loss": 5.97039, "time": 0.60178} +{"mode": "train", "epoch": 12, "iter": 1500, "lr": 0.09858, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.22844, "top5_acc": 0.47531, "loss_cls": 5.97926, "loss": 5.97926, "time": 0.60053} +{"mode": "train", "epoch": 12, "iter": 1600, "lr": 0.09857, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23875, "top5_acc": 0.49, "loss_cls": 5.93019, "loss": 5.93019, "time": 0.60145} +{"mode": "train", "epoch": 12, "iter": 1700, "lr": 0.09857, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23, "top5_acc": 0.47297, "loss_cls": 5.96537, "loss": 5.96537, "time": 0.60178} +{"mode": "train", "epoch": 12, "iter": 1800, "lr": 0.09856, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23938, "top5_acc": 0.48891, "loss_cls": 5.91526, "loss": 5.91526, "time": 0.60288} +{"mode": "train", "epoch": 12, "iter": 1900, "lr": 0.09855, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23609, "top5_acc": 0.47828, "loss_cls": 5.95038, "loss": 5.95038, "time": 0.6004} +{"mode": "train", "epoch": 12, "iter": 2000, "lr": 0.09855, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.235, "top5_acc": 0.4825, "loss_cls": 5.95064, "loss": 5.95064, "time": 0.60111} +{"mode": "train", "epoch": 12, "iter": 2100, "lr": 0.09854, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.23641, "top5_acc": 0.47641, "loss_cls": 5.95851, "loss": 5.95851, "time": 0.60201} +{"mode": "train", "epoch": 12, "iter": 2200, "lr": 0.09853, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23719, "top5_acc": 0.47875, "loss_cls": 5.94074, "loss": 5.94074, "time": 0.60459} +{"mode": "train", "epoch": 12, "iter": 2300, "lr": 0.09853, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24062, "top5_acc": 0.48438, "loss_cls": 5.92374, "loss": 5.92374, "time": 0.59865} +{"mode": "train", "epoch": 12, "iter": 2400, "lr": 0.09852, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23656, "top5_acc": 0.49, "loss_cls": 5.92191, "loss": 5.92191, "time": 0.60064} +{"mode": "train", "epoch": 12, "iter": 2500, "lr": 0.09851, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.235, "top5_acc": 0.48328, "loss_cls": 5.92426, "loss": 5.92426, "time": 0.60096} +{"mode": "train", "epoch": 12, "iter": 2600, "lr": 0.09851, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.22641, "top5_acc": 0.47406, "loss_cls": 5.97342, "loss": 5.97342, "time": 0.59955} +{"mode": "train", "epoch": 12, "iter": 2700, "lr": 0.0985, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23594, "top5_acc": 0.48422, "loss_cls": 5.94339, "loss": 5.94339, "time": 0.60137} +{"mode": "train", "epoch": 12, "iter": 2800, "lr": 0.09849, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.23859, "top5_acc": 0.48375, "loss_cls": 5.91783, "loss": 5.91783, "time": 0.60826} +{"mode": "train", "epoch": 12, "iter": 2900, "lr": 0.09849, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.22922, "top5_acc": 0.47484, "loss_cls": 5.96108, "loss": 5.96108, "time": 0.60048} +{"mode": "train", "epoch": 12, "iter": 3000, "lr": 0.09848, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24516, "top5_acc": 0.47875, "loss_cls": 5.93983, "loss": 5.93983, "time": 0.59841} +{"mode": "train", "epoch": 12, "iter": 3100, "lr": 0.09847, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.22875, "top5_acc": 0.47719, "loss_cls": 5.96325, "loss": 5.96325, "time": 0.60023} +{"mode": "train", "epoch": 12, "iter": 3200, "lr": 0.09847, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24281, "top5_acc": 0.48797, "loss_cls": 5.92194, "loss": 5.92194, "time": 0.60006} +{"mode": "train", "epoch": 12, "iter": 3300, "lr": 0.09846, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23141, "top5_acc": 0.48719, "loss_cls": 5.93973, "loss": 5.93973, "time": 0.60165} +{"mode": "train", "epoch": 12, "iter": 3400, "lr": 0.09845, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23891, "top5_acc": 0.48812, "loss_cls": 5.94174, "loss": 5.94174, "time": 0.59843} +{"mode": "train", "epoch": 12, "iter": 3500, "lr": 0.09845, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24031, "top5_acc": 0.48812, "loss_cls": 5.92244, "loss": 5.92244, "time": 0.60407} +{"mode": "train", "epoch": 12, "iter": 3600, "lr": 0.09844, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.24453, "top5_acc": 0.48281, "loss_cls": 5.9224, "loss": 5.9224, "time": 0.6207} +{"mode": "train", "epoch": 12, "iter": 3700, "lr": 0.09843, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.24297, "top5_acc": 0.485, "loss_cls": 5.90666, "loss": 5.90666, "time": 0.61495} +{"mode": "val", "epoch": 12, "iter": 309, "lr": 0.09843, "top1_acc": 0.12131, "top5_acc": 0.30846, "mean_class_accuracy": 0.1211} +{"mode": "train", "epoch": 13, "iter": 100, "lr": 0.09842, "memory": 16180, "data_time": 1.38517, "top1_acc": 0.23828, "top5_acc": 0.48391, "loss_cls": 5.89891, "loss": 5.89891, "time": 1.98119} +{"mode": "train", "epoch": 13, "iter": 200, "lr": 0.09842, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23641, "top5_acc": 0.49562, "loss_cls": 5.8991, "loss": 5.8991, "time": 0.5984} +{"mode": "train", "epoch": 13, "iter": 300, "lr": 0.09841, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24797, "top5_acc": 0.48766, "loss_cls": 5.88627, "loss": 5.88627, "time": 0.60047} +{"mode": "train", "epoch": 13, "iter": 400, "lr": 0.0984, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.23, "top5_acc": 0.48453, "loss_cls": 5.94951, "loss": 5.94951, "time": 0.59777} +{"mode": "train", "epoch": 13, "iter": 500, "lr": 0.09839, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23797, "top5_acc": 0.48141, "loss_cls": 5.9313, "loss": 5.9313, "time": 0.60176} +{"mode": "train", "epoch": 13, "iter": 600, "lr": 0.09839, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23969, "top5_acc": 0.49406, "loss_cls": 5.89404, "loss": 5.89404, "time": 0.60077} +{"mode": "train", "epoch": 13, "iter": 700, "lr": 0.09838, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.24906, "top5_acc": 0.49156, "loss_cls": 5.86326, "loss": 5.86326, "time": 0.61079} +{"mode": "train", "epoch": 13, "iter": 800, "lr": 0.09837, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.22781, "top5_acc": 0.47688, "loss_cls": 5.9628, "loss": 5.9628, "time": 0.61323} +{"mode": "train", "epoch": 13, "iter": 900, "lr": 0.09837, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.23828, "top5_acc": 0.49062, "loss_cls": 5.91674, "loss": 5.91674, "time": 0.61186} +{"mode": "train", "epoch": 13, "iter": 1000, "lr": 0.09836, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.23484, "top5_acc": 0.48375, "loss_cls": 5.91361, "loss": 5.91361, "time": 0.61076} +{"mode": "train", "epoch": 13, "iter": 1100, "lr": 0.09835, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.23484, "top5_acc": 0.47562, "loss_cls": 5.95056, "loss": 5.95056, "time": 0.60705} +{"mode": "train", "epoch": 13, "iter": 1200, "lr": 0.09834, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.23406, "top5_acc": 0.48188, "loss_cls": 5.95317, "loss": 5.95317, "time": 0.611} +{"mode": "train", "epoch": 13, "iter": 1300, "lr": 0.09834, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.22906, "top5_acc": 0.47734, "loss_cls": 5.95201, "loss": 5.95201, "time": 0.61172} +{"mode": "train", "epoch": 13, "iter": 1400, "lr": 0.09833, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.23469, "top5_acc": 0.47859, "loss_cls": 5.94457, "loss": 5.94457, "time": 0.60177} +{"mode": "train", "epoch": 13, "iter": 1500, "lr": 0.09832, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.23453, "top5_acc": 0.47859, "loss_cls": 5.93934, "loss": 5.93934, "time": 0.60529} +{"mode": "train", "epoch": 13, "iter": 1600, "lr": 0.09832, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.23078, "top5_acc": 0.48141, "loss_cls": 5.98179, "loss": 5.98179, "time": 0.60188} +{"mode": "train", "epoch": 13, "iter": 1700, "lr": 0.09831, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.24469, "top5_acc": 0.49516, "loss_cls": 5.88811, "loss": 5.88811, "time": 0.61092} +{"mode": "train", "epoch": 13, "iter": 1800, "lr": 0.0983, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.24766, "top5_acc": 0.49562, "loss_cls": 5.8683, "loss": 5.8683, "time": 0.61002} +{"mode": "train", "epoch": 13, "iter": 1900, "lr": 0.09829, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24359, "top5_acc": 0.49578, "loss_cls": 5.89965, "loss": 5.89965, "time": 0.60307} +{"mode": "train", "epoch": 13, "iter": 2000, "lr": 0.09829, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24141, "top5_acc": 0.47656, "loss_cls": 5.94201, "loss": 5.94201, "time": 0.60038} +{"mode": "train", "epoch": 13, "iter": 2100, "lr": 0.09828, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.23391, "top5_acc": 0.47719, "loss_cls": 5.9557, "loss": 5.9557, "time": 0.60861} +{"mode": "train", "epoch": 13, "iter": 2200, "lr": 0.09827, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.24141, "top5_acc": 0.48297, "loss_cls": 5.94762, "loss": 5.94762, "time": 0.60904} +{"mode": "train", "epoch": 13, "iter": 2300, "lr": 0.09827, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.23344, "top5_acc": 0.48734, "loss_cls": 5.91151, "loss": 5.91151, "time": 0.60777} +{"mode": "train", "epoch": 13, "iter": 2400, "lr": 0.09826, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.23797, "top5_acc": 0.48188, "loss_cls": 5.92449, "loss": 5.92449, "time": 0.60143} +{"mode": "train", "epoch": 13, "iter": 2500, "lr": 0.09825, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24703, "top5_acc": 0.485, "loss_cls": 5.89678, "loss": 5.89678, "time": 0.60194} +{"mode": "train", "epoch": 13, "iter": 2600, "lr": 0.09824, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.23922, "top5_acc": 0.48594, "loss_cls": 5.92773, "loss": 5.92773, "time": 0.60226} +{"mode": "train", "epoch": 13, "iter": 2700, "lr": 0.09824, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25109, "top5_acc": 0.49156, "loss_cls": 5.88338, "loss": 5.88338, "time": 0.60097} +{"mode": "train", "epoch": 13, "iter": 2800, "lr": 0.09823, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24125, "top5_acc": 0.49906, "loss_cls": 5.86578, "loss": 5.86578, "time": 0.60114} +{"mode": "train", "epoch": 13, "iter": 2900, "lr": 0.09822, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.22812, "top5_acc": 0.46375, "loss_cls": 5.99925, "loss": 5.99925, "time": 0.60563} +{"mode": "train", "epoch": 13, "iter": 3000, "lr": 0.09821, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24078, "top5_acc": 0.48172, "loss_cls": 5.94425, "loss": 5.94425, "time": 0.60202} +{"mode": "train", "epoch": 13, "iter": 3100, "lr": 0.09821, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24141, "top5_acc": 0.48406, "loss_cls": 5.93985, "loss": 5.93985, "time": 0.60078} +{"mode": "train", "epoch": 13, "iter": 3200, "lr": 0.0982, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24531, "top5_acc": 0.49406, "loss_cls": 5.90167, "loss": 5.90167, "time": 0.60029} +{"mode": "train", "epoch": 13, "iter": 3300, "lr": 0.09819, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23656, "top5_acc": 0.47984, "loss_cls": 5.9444, "loss": 5.9444, "time": 0.60203} +{"mode": "train", "epoch": 13, "iter": 3400, "lr": 0.09818, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23969, "top5_acc": 0.48922, "loss_cls": 5.9033, "loss": 5.9033, "time": 0.60202} +{"mode": "train", "epoch": 13, "iter": 3500, "lr": 0.09818, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24656, "top5_acc": 0.49625, "loss_cls": 5.88701, "loss": 5.88701, "time": 0.60846} +{"mode": "train", "epoch": 13, "iter": 3600, "lr": 0.09817, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.23281, "top5_acc": 0.49312, "loss_cls": 5.91716, "loss": 5.91716, "time": 0.61065} +{"mode": "train", "epoch": 13, "iter": 3700, "lr": 0.09816, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24188, "top5_acc": 0.47766, "loss_cls": 5.92774, "loss": 5.92774, "time": 0.61105} +{"mode": "val", "epoch": 13, "iter": 309, "lr": 0.09816, "top1_acc": 0.16867, "top5_acc": 0.38535, "mean_class_accuracy": 0.16868} +{"mode": "train", "epoch": 14, "iter": 100, "lr": 0.09815, "memory": 16180, "data_time": 1.48314, "top1_acc": 0.24188, "top5_acc": 0.49766, "loss_cls": 5.87297, "loss": 5.87297, "time": 2.08021} +{"mode": "train", "epoch": 14, "iter": 200, "lr": 0.09814, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25031, "top5_acc": 0.495, "loss_cls": 5.85871, "loss": 5.85871, "time": 0.6005} +{"mode": "train", "epoch": 14, "iter": 300, "lr": 0.09814, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.23484, "top5_acc": 0.48828, "loss_cls": 5.92532, "loss": 5.92532, "time": 0.60108} +{"mode": "train", "epoch": 14, "iter": 400, "lr": 0.09813, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23766, "top5_acc": 0.49016, "loss_cls": 5.90088, "loss": 5.90088, "time": 0.599} +{"mode": "train", "epoch": 14, "iter": 500, "lr": 0.09812, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.23203, "top5_acc": 0.47422, "loss_cls": 5.98569, "loss": 5.98569, "time": 0.59941} +{"mode": "train", "epoch": 14, "iter": 600, "lr": 0.09811, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24484, "top5_acc": 0.49609, "loss_cls": 5.88258, "loss": 5.88258, "time": 0.59862} +{"mode": "train", "epoch": 14, "iter": 700, "lr": 0.09811, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23188, "top5_acc": 0.47797, "loss_cls": 5.93463, "loss": 5.93463, "time": 0.5981} +{"mode": "train", "epoch": 14, "iter": 800, "lr": 0.0981, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.24234, "top5_acc": 0.49812, "loss_cls": 5.87511, "loss": 5.87511, "time": 0.61248} +{"mode": "train", "epoch": 14, "iter": 900, "lr": 0.09809, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.23828, "top5_acc": 0.48078, "loss_cls": 5.94479, "loss": 5.94479, "time": 0.61394} +{"mode": "train", "epoch": 14, "iter": 1000, "lr": 0.09808, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.23328, "top5_acc": 0.47984, "loss_cls": 5.91655, "loss": 5.91655, "time": 0.61249} +{"mode": "train", "epoch": 14, "iter": 1100, "lr": 0.09807, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.23484, "top5_acc": 0.49125, "loss_cls": 5.90445, "loss": 5.90445, "time": 0.60937} +{"mode": "train", "epoch": 14, "iter": 1200, "lr": 0.09807, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.24859, "top5_acc": 0.49625, "loss_cls": 5.87924, "loss": 5.87924, "time": 0.61254} +{"mode": "train", "epoch": 14, "iter": 1300, "lr": 0.09806, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.2325, "top5_acc": 0.47875, "loss_cls": 5.9665, "loss": 5.9665, "time": 0.60782} +{"mode": "train", "epoch": 14, "iter": 1400, "lr": 0.09805, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24453, "top5_acc": 0.47734, "loss_cls": 5.90739, "loss": 5.90739, "time": 0.60221} +{"mode": "train", "epoch": 14, "iter": 1500, "lr": 0.09804, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23391, "top5_acc": 0.48, "loss_cls": 5.95272, "loss": 5.95272, "time": 0.60132} +{"mode": "train", "epoch": 14, "iter": 1600, "lr": 0.09804, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23375, "top5_acc": 0.48297, "loss_cls": 5.90162, "loss": 5.90162, "time": 0.60337} +{"mode": "train", "epoch": 14, "iter": 1700, "lr": 0.09803, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24047, "top5_acc": 0.48641, "loss_cls": 5.90314, "loss": 5.90314, "time": 0.60265} +{"mode": "train", "epoch": 14, "iter": 1800, "lr": 0.09802, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.245, "top5_acc": 0.48438, "loss_cls": 5.90545, "loss": 5.90545, "time": 0.60653} +{"mode": "train", "epoch": 14, "iter": 1900, "lr": 0.09801, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.22391, "top5_acc": 0.47562, "loss_cls": 5.98407, "loss": 5.98407, "time": 0.6034} +{"mode": "train", "epoch": 14, "iter": 2000, "lr": 0.098, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24375, "top5_acc": 0.48734, "loss_cls": 5.90356, "loss": 5.90356, "time": 0.60297} +{"mode": "train", "epoch": 14, "iter": 2100, "lr": 0.098, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24, "top5_acc": 0.4825, "loss_cls": 5.90911, "loss": 5.90911, "time": 0.60354} +{"mode": "train", "epoch": 14, "iter": 2200, "lr": 0.09799, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24328, "top5_acc": 0.49406, "loss_cls": 5.89128, "loss": 5.89128, "time": 0.59972} +{"mode": "train", "epoch": 14, "iter": 2300, "lr": 0.09798, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.235, "top5_acc": 0.48141, "loss_cls": 5.93643, "loss": 5.93643, "time": 0.5994} +{"mode": "train", "epoch": 14, "iter": 2400, "lr": 0.09797, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24547, "top5_acc": 0.4775, "loss_cls": 5.91743, "loss": 5.91743, "time": 0.60536} +{"mode": "train", "epoch": 14, "iter": 2500, "lr": 0.09797, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.23234, "top5_acc": 0.48109, "loss_cls": 5.93458, "loss": 5.93458, "time": 0.60753} +{"mode": "train", "epoch": 14, "iter": 2600, "lr": 0.09796, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.23453, "top5_acc": 0.47094, "loss_cls": 5.95664, "loss": 5.95664, "time": 0.61239} +{"mode": "train", "epoch": 14, "iter": 2700, "lr": 0.09795, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24, "top5_acc": 0.49031, "loss_cls": 5.88857, "loss": 5.88857, "time": 0.59767} +{"mode": "train", "epoch": 14, "iter": 2800, "lr": 0.09794, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24672, "top5_acc": 0.48625, "loss_cls": 5.91097, "loss": 5.91097, "time": 0.60174} +{"mode": "train", "epoch": 14, "iter": 2900, "lr": 0.09793, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24484, "top5_acc": 0.47891, "loss_cls": 5.91525, "loss": 5.91525, "time": 0.60233} +{"mode": "train", "epoch": 14, "iter": 3000, "lr": 0.09793, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.23531, "top5_acc": 0.48062, "loss_cls": 5.94365, "loss": 5.94365, "time": 0.6019} +{"mode": "train", "epoch": 14, "iter": 3100, "lr": 0.09792, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.23391, "top5_acc": 0.47406, "loss_cls": 5.94383, "loss": 5.94383, "time": 0.61101} +{"mode": "train", "epoch": 14, "iter": 3200, "lr": 0.09791, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.2375, "top5_acc": 0.48062, "loss_cls": 5.90949, "loss": 5.90949, "time": 0.60979} +{"mode": "train", "epoch": 14, "iter": 3300, "lr": 0.0979, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.22859, "top5_acc": 0.48422, "loss_cls": 5.93643, "loss": 5.93643, "time": 0.60672} +{"mode": "train", "epoch": 14, "iter": 3400, "lr": 0.09789, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.23844, "top5_acc": 0.47922, "loss_cls": 5.92686, "loss": 5.92686, "time": 0.60946} +{"mode": "train", "epoch": 14, "iter": 3500, "lr": 0.09789, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.23781, "top5_acc": 0.4875, "loss_cls": 5.90527, "loss": 5.90527, "time": 0.60573} +{"mode": "train", "epoch": 14, "iter": 3600, "lr": 0.09788, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24438, "top5_acc": 0.49422, "loss_cls": 5.87068, "loss": 5.87068, "time": 0.61734} +{"mode": "train", "epoch": 14, "iter": 3700, "lr": 0.09787, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.22562, "top5_acc": 0.48203, "loss_cls": 5.95234, "loss": 5.95234, "time": 0.61565} +{"mode": "val", "epoch": 14, "iter": 309, "lr": 0.09787, "top1_acc": 0.13701, "top5_acc": 0.33273, "mean_class_accuracy": 0.13694} +{"mode": "train", "epoch": 15, "iter": 100, "lr": 0.09786, "memory": 16180, "data_time": 1.50976, "top1_acc": 0.24234, "top5_acc": 0.49188, "loss_cls": 5.87423, "loss": 5.87423, "time": 2.10817} +{"mode": "train", "epoch": 15, "iter": 200, "lr": 0.09785, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24141, "top5_acc": 0.48875, "loss_cls": 5.92537, "loss": 5.92537, "time": 0.60286} +{"mode": "train", "epoch": 15, "iter": 300, "lr": 0.09784, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.22891, "top5_acc": 0.48828, "loss_cls": 5.90288, "loss": 5.90288, "time": 0.60347} +{"mode": "train", "epoch": 15, "iter": 400, "lr": 0.09783, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24625, "top5_acc": 0.49297, "loss_cls": 5.87365, "loss": 5.87365, "time": 0.60242} +{"mode": "train", "epoch": 15, "iter": 500, "lr": 0.09783, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.2375, "top5_acc": 0.49328, "loss_cls": 5.87843, "loss": 5.87843, "time": 0.60011} +{"mode": "train", "epoch": 15, "iter": 600, "lr": 0.09782, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.24125, "top5_acc": 0.48094, "loss_cls": 5.92712, "loss": 5.92712, "time": 0.60914} +{"mode": "train", "epoch": 15, "iter": 700, "lr": 0.09781, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.24234, "top5_acc": 0.48969, "loss_cls": 5.89091, "loss": 5.89091, "time": 0.61149} +{"mode": "train", "epoch": 15, "iter": 800, "lr": 0.0978, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.24984, "top5_acc": 0.48797, "loss_cls": 5.87472, "loss": 5.87472, "time": 0.61046} +{"mode": "train", "epoch": 15, "iter": 900, "lr": 0.09779, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.23875, "top5_acc": 0.48969, "loss_cls": 5.92636, "loss": 5.92636, "time": 0.6135} +{"mode": "train", "epoch": 15, "iter": 1000, "lr": 0.09778, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.22938, "top5_acc": 0.48828, "loss_cls": 5.92658, "loss": 5.92658, "time": 0.60995} +{"mode": "train", "epoch": 15, "iter": 1100, "lr": 0.09778, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.23312, "top5_acc": 0.47578, "loss_cls": 5.93386, "loss": 5.93386, "time": 0.61202} +{"mode": "train", "epoch": 15, "iter": 1200, "lr": 0.09777, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.24141, "top5_acc": 0.48875, "loss_cls": 5.88984, "loss": 5.88984, "time": 0.60812} +{"mode": "train", "epoch": 15, "iter": 1300, "lr": 0.09776, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24359, "top5_acc": 0.48281, "loss_cls": 5.88358, "loss": 5.88358, "time": 0.60574} +{"mode": "train", "epoch": 15, "iter": 1400, "lr": 0.09775, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.24766, "top5_acc": 0.49266, "loss_cls": 5.88923, "loss": 5.88923, "time": 0.61579} +{"mode": "train", "epoch": 15, "iter": 1500, "lr": 0.09774, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.24453, "top5_acc": 0.48734, "loss_cls": 5.912, "loss": 5.912, "time": 0.60975} +{"mode": "train", "epoch": 15, "iter": 1600, "lr": 0.09773, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24219, "top5_acc": 0.48781, "loss_cls": 5.91136, "loss": 5.91136, "time": 0.60022} +{"mode": "train", "epoch": 15, "iter": 1700, "lr": 0.09773, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23406, "top5_acc": 0.4925, "loss_cls": 5.90038, "loss": 5.90038, "time": 0.59906} +{"mode": "train", "epoch": 15, "iter": 1800, "lr": 0.09772, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23953, "top5_acc": 0.48766, "loss_cls": 5.89294, "loss": 5.89294, "time": 0.60089} +{"mode": "train", "epoch": 15, "iter": 1900, "lr": 0.09771, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23594, "top5_acc": 0.49016, "loss_cls": 5.89138, "loss": 5.89138, "time": 0.59881} +{"mode": "train", "epoch": 15, "iter": 2000, "lr": 0.0977, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24578, "top5_acc": 0.49578, "loss_cls": 5.86071, "loss": 5.86071, "time": 0.59967} +{"mode": "train", "epoch": 15, "iter": 2100, "lr": 0.09769, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.22828, "top5_acc": 0.48188, "loss_cls": 5.95241, "loss": 5.95241, "time": 0.60254} +{"mode": "train", "epoch": 15, "iter": 2200, "lr": 0.09768, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.22422, "top5_acc": 0.48188, "loss_cls": 5.93552, "loss": 5.93552, "time": 0.59937} +{"mode": "train", "epoch": 15, "iter": 2300, "lr": 0.09768, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24, "top5_acc": 0.48875, "loss_cls": 5.91455, "loss": 5.91455, "time": 0.60331} +{"mode": "train", "epoch": 15, "iter": 2400, "lr": 0.09767, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23828, "top5_acc": 0.47766, "loss_cls": 5.93717, "loss": 5.93717, "time": 0.60076} +{"mode": "train", "epoch": 15, "iter": 2500, "lr": 0.09766, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24781, "top5_acc": 0.48594, "loss_cls": 5.90292, "loss": 5.90292, "time": 0.60056} +{"mode": "train", "epoch": 15, "iter": 2600, "lr": 0.09765, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23688, "top5_acc": 0.49516, "loss_cls": 5.89504, "loss": 5.89504, "time": 0.5999} +{"mode": "train", "epoch": 15, "iter": 2700, "lr": 0.09764, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24844, "top5_acc": 0.48953, "loss_cls": 5.9035, "loss": 5.9035, "time": 0.60008} +{"mode": "train", "epoch": 15, "iter": 2800, "lr": 0.09763, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23859, "top5_acc": 0.49172, "loss_cls": 5.87352, "loss": 5.87352, "time": 0.60029} +{"mode": "train", "epoch": 15, "iter": 2900, "lr": 0.09763, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24438, "top5_acc": 0.48641, "loss_cls": 5.8904, "loss": 5.8904, "time": 0.60316} +{"mode": "train", "epoch": 15, "iter": 3000, "lr": 0.09762, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24109, "top5_acc": 0.47953, "loss_cls": 5.90038, "loss": 5.90038, "time": 0.60283} +{"mode": "train", "epoch": 15, "iter": 3100, "lr": 0.09761, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.23984, "top5_acc": 0.49312, "loss_cls": 5.92484, "loss": 5.92484, "time": 0.61104} +{"mode": "train", "epoch": 15, "iter": 3200, "lr": 0.0976, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.23844, "top5_acc": 0.48469, "loss_cls": 5.94022, "loss": 5.94022, "time": 0.6031} +{"mode": "train", "epoch": 15, "iter": 3300, "lr": 0.09759, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24406, "top5_acc": 0.48688, "loss_cls": 5.89775, "loss": 5.89775, "time": 0.60515} +{"mode": "train", "epoch": 15, "iter": 3400, "lr": 0.09758, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.23562, "top5_acc": 0.48859, "loss_cls": 5.91557, "loss": 5.91557, "time": 0.60961} +{"mode": "train", "epoch": 15, "iter": 3500, "lr": 0.09757, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.24297, "top5_acc": 0.49047, "loss_cls": 5.90487, "loss": 5.90487, "time": 0.62071} +{"mode": "train", "epoch": 15, "iter": 3600, "lr": 0.09757, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.24188, "top5_acc": 0.48984, "loss_cls": 5.90663, "loss": 5.90663, "time": 0.61712} +{"mode": "train", "epoch": 15, "iter": 3700, "lr": 0.09756, "memory": 16180, "data_time": 0.00049, "top1_acc": 0.24172, "top5_acc": 0.48922, "loss_cls": 5.87983, "loss": 5.87983, "time": 0.60987} +{"mode": "val", "epoch": 15, "iter": 309, "lr": 0.09755, "top1_acc": 0.16375, "top5_acc": 0.38545, "mean_class_accuracy": 0.16361} +{"mode": "train", "epoch": 16, "iter": 100, "lr": 0.09754, "memory": 16180, "data_time": 1.47904, "top1_acc": 0.24797, "top5_acc": 0.50391, "loss_cls": 5.83153, "loss": 5.83153, "time": 2.08193} +{"mode": "train", "epoch": 16, "iter": 200, "lr": 0.09754, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24641, "top5_acc": 0.49594, "loss_cls": 5.85573, "loss": 5.85573, "time": 0.60052} +{"mode": "train", "epoch": 16, "iter": 300, "lr": 0.09753, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24781, "top5_acc": 0.50031, "loss_cls": 5.85817, "loss": 5.85817, "time": 0.60324} +{"mode": "train", "epoch": 16, "iter": 400, "lr": 0.09752, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.2425, "top5_acc": 0.48656, "loss_cls": 5.89064, "loss": 5.89064, "time": 0.60079} +{"mode": "train", "epoch": 16, "iter": 500, "lr": 0.09751, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24594, "top5_acc": 0.48594, "loss_cls": 5.90099, "loss": 5.90099, "time": 0.5997} +{"mode": "train", "epoch": 16, "iter": 600, "lr": 0.0975, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24484, "top5_acc": 0.49109, "loss_cls": 5.88955, "loss": 5.88955, "time": 0.6038} +{"mode": "train", "epoch": 16, "iter": 700, "lr": 0.09749, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24672, "top5_acc": 0.49953, "loss_cls": 5.841, "loss": 5.841, "time": 0.60069} +{"mode": "train", "epoch": 16, "iter": 800, "lr": 0.09748, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24484, "top5_acc": 0.49484, "loss_cls": 5.87715, "loss": 5.87715, "time": 0.60069} +{"mode": "train", "epoch": 16, "iter": 900, "lr": 0.09747, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24562, "top5_acc": 0.49688, "loss_cls": 5.87426, "loss": 5.87426, "time": 0.6036} +{"mode": "train", "epoch": 16, "iter": 1000, "lr": 0.09747, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.23938, "top5_acc": 0.49312, "loss_cls": 5.88552, "loss": 5.88552, "time": 0.60107} +{"mode": "train", "epoch": 16, "iter": 1100, "lr": 0.09746, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24312, "top5_acc": 0.49453, "loss_cls": 5.88811, "loss": 5.88811, "time": 0.60343} +{"mode": "train", "epoch": 16, "iter": 1200, "lr": 0.09745, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.2375, "top5_acc": 0.4825, "loss_cls": 5.9127, "loss": 5.9127, "time": 0.60291} +{"mode": "train", "epoch": 16, "iter": 1300, "lr": 0.09744, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24453, "top5_acc": 0.49812, "loss_cls": 5.87911, "loss": 5.87911, "time": 0.60748} +{"mode": "train", "epoch": 16, "iter": 1400, "lr": 0.09743, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24203, "top5_acc": 0.49312, "loss_cls": 5.86662, "loss": 5.86662, "time": 0.60298} +{"mode": "train", "epoch": 16, "iter": 1500, "lr": 0.09742, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23516, "top5_acc": 0.47594, "loss_cls": 5.93523, "loss": 5.93523, "time": 0.60262} +{"mode": "train", "epoch": 16, "iter": 1600, "lr": 0.09741, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24125, "top5_acc": 0.49, "loss_cls": 5.89976, "loss": 5.89976, "time": 0.60124} +{"mode": "train", "epoch": 16, "iter": 1700, "lr": 0.0974, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23016, "top5_acc": 0.48281, "loss_cls": 5.91787, "loss": 5.91787, "time": 0.59948} +{"mode": "train", "epoch": 16, "iter": 1800, "lr": 0.0974, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23266, "top5_acc": 0.48484, "loss_cls": 5.91087, "loss": 5.91087, "time": 0.60256} +{"mode": "train", "epoch": 16, "iter": 1900, "lr": 0.09739, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23984, "top5_acc": 0.49219, "loss_cls": 5.91008, "loss": 5.91008, "time": 0.60517} +{"mode": "train", "epoch": 16, "iter": 2000, "lr": 0.09738, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24312, "top5_acc": 0.49484, "loss_cls": 5.87823, "loss": 5.87823, "time": 0.60065} +{"mode": "train", "epoch": 16, "iter": 2100, "lr": 0.09737, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24688, "top5_acc": 0.49109, "loss_cls": 5.89111, "loss": 5.89111, "time": 0.59946} +{"mode": "train", "epoch": 16, "iter": 2200, "lr": 0.09736, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23516, "top5_acc": 0.48734, "loss_cls": 5.93148, "loss": 5.93148, "time": 0.60126} +{"mode": "train", "epoch": 16, "iter": 2300, "lr": 0.09735, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24516, "top5_acc": 0.48312, "loss_cls": 5.90434, "loss": 5.90434, "time": 0.60207} +{"mode": "train", "epoch": 16, "iter": 2400, "lr": 0.09734, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24766, "top5_acc": 0.49922, "loss_cls": 5.87355, "loss": 5.87355, "time": 0.60273} +{"mode": "train", "epoch": 16, "iter": 2500, "lr": 0.09733, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.24359, "top5_acc": 0.49094, "loss_cls": 5.87519, "loss": 5.87519, "time": 0.61154} +{"mode": "train", "epoch": 16, "iter": 2600, "lr": 0.09732, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.2375, "top5_acc": 0.48797, "loss_cls": 5.8997, "loss": 5.8997, "time": 0.61525} +{"mode": "train", "epoch": 16, "iter": 2700, "lr": 0.09731, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.24422, "top5_acc": 0.49312, "loss_cls": 5.87986, "loss": 5.87986, "time": 0.61005} +{"mode": "train", "epoch": 16, "iter": 2800, "lr": 0.09731, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24109, "top5_acc": 0.49281, "loss_cls": 5.87816, "loss": 5.87816, "time": 0.60165} +{"mode": "train", "epoch": 16, "iter": 2900, "lr": 0.0973, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23578, "top5_acc": 0.49625, "loss_cls": 5.85806, "loss": 5.85806, "time": 0.60287} +{"mode": "train", "epoch": 16, "iter": 3000, "lr": 0.09729, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.23953, "top5_acc": 0.49812, "loss_cls": 5.89442, "loss": 5.89442, "time": 0.60862} +{"mode": "train", "epoch": 16, "iter": 3100, "lr": 0.09728, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.24094, "top5_acc": 0.49, "loss_cls": 5.9021, "loss": 5.9021, "time": 0.60755} +{"mode": "train", "epoch": 16, "iter": 3200, "lr": 0.09727, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.23328, "top5_acc": 0.48703, "loss_cls": 5.93878, "loss": 5.93878, "time": 0.60963} +{"mode": "train", "epoch": 16, "iter": 3300, "lr": 0.09726, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23312, "top5_acc": 0.48469, "loss_cls": 5.9248, "loss": 5.9248, "time": 0.60311} +{"mode": "train", "epoch": 16, "iter": 3400, "lr": 0.09725, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24062, "top5_acc": 0.48938, "loss_cls": 5.91116, "loss": 5.91116, "time": 0.6034} +{"mode": "train", "epoch": 16, "iter": 3500, "lr": 0.09724, "memory": 16180, "data_time": 0.00048, "top1_acc": 0.245, "top5_acc": 0.49469, "loss_cls": 5.8731, "loss": 5.8731, "time": 0.60898} +{"mode": "train", "epoch": 16, "iter": 3600, "lr": 0.09723, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.23828, "top5_acc": 0.49359, "loss_cls": 5.892, "loss": 5.892, "time": 0.61449} +{"mode": "train", "epoch": 16, "iter": 3700, "lr": 0.09722, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.24219, "top5_acc": 0.48781, "loss_cls": 5.90489, "loss": 5.90489, "time": 0.61135} +{"mode": "val", "epoch": 16, "iter": 309, "lr": 0.09722, "top1_acc": 0.16335, "top5_acc": 0.37431, "mean_class_accuracy": 0.16344} +{"mode": "train", "epoch": 17, "iter": 100, "lr": 0.09721, "memory": 16180, "data_time": 1.38814, "top1_acc": 0.24703, "top5_acc": 0.49891, "loss_cls": 5.84351, "loss": 5.84351, "time": 1.99123} +{"mode": "train", "epoch": 17, "iter": 200, "lr": 0.0972, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24125, "top5_acc": 0.50109, "loss_cls": 5.83627, "loss": 5.83627, "time": 0.60039} +{"mode": "train", "epoch": 17, "iter": 300, "lr": 0.09719, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24156, "top5_acc": 0.48281, "loss_cls": 5.93825, "loss": 5.93825, "time": 0.60603} +{"mode": "train", "epoch": 17, "iter": 400, "lr": 0.09718, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24141, "top5_acc": 0.49453, "loss_cls": 5.88028, "loss": 5.88028, "time": 0.60306} +{"mode": "train", "epoch": 17, "iter": 500, "lr": 0.09717, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24828, "top5_acc": 0.50016, "loss_cls": 5.84953, "loss": 5.84953, "time": 0.60093} +{"mode": "train", "epoch": 17, "iter": 600, "lr": 0.09716, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23797, "top5_acc": 0.48531, "loss_cls": 5.90161, "loss": 5.90161, "time": 0.60029} +{"mode": "train", "epoch": 17, "iter": 700, "lr": 0.09715, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24438, "top5_acc": 0.49516, "loss_cls": 5.87549, "loss": 5.87549, "time": 0.59895} +{"mode": "train", "epoch": 17, "iter": 800, "lr": 0.09714, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24453, "top5_acc": 0.49625, "loss_cls": 5.85735, "loss": 5.85735, "time": 0.60025} +{"mode": "train", "epoch": 17, "iter": 900, "lr": 0.09714, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24828, "top5_acc": 0.49094, "loss_cls": 5.87638, "loss": 5.87638, "time": 0.60068} +{"mode": "train", "epoch": 17, "iter": 1000, "lr": 0.09713, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25141, "top5_acc": 0.50062, "loss_cls": 5.8496, "loss": 5.8496, "time": 0.59892} +{"mode": "train", "epoch": 17, "iter": 1100, "lr": 0.09712, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24406, "top5_acc": 0.49281, "loss_cls": 5.90535, "loss": 5.90535, "time": 0.60505} +{"mode": "train", "epoch": 17, "iter": 1200, "lr": 0.09711, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24984, "top5_acc": 0.49547, "loss_cls": 5.85032, "loss": 5.85032, "time": 0.60157} +{"mode": "train", "epoch": 17, "iter": 1300, "lr": 0.0971, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24125, "top5_acc": 0.49297, "loss_cls": 5.87562, "loss": 5.87562, "time": 0.60066} +{"mode": "train", "epoch": 17, "iter": 1400, "lr": 0.09709, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.2425, "top5_acc": 0.48625, "loss_cls": 5.92253, "loss": 5.92253, "time": 0.6023} +{"mode": "train", "epoch": 17, "iter": 1500, "lr": 0.09708, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.2375, "top5_acc": 0.49141, "loss_cls": 5.89886, "loss": 5.89886, "time": 0.59777} +{"mode": "train", "epoch": 17, "iter": 1600, "lr": 0.09707, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23547, "top5_acc": 0.49141, "loss_cls": 5.89091, "loss": 5.89091, "time": 0.59859} +{"mode": "train", "epoch": 17, "iter": 1700, "lr": 0.09706, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.25219, "top5_acc": 0.50438, "loss_cls": 5.82975, "loss": 5.82975, "time": 0.59813} +{"mode": "train", "epoch": 17, "iter": 1800, "lr": 0.09705, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24453, "top5_acc": 0.48656, "loss_cls": 5.89932, "loss": 5.89932, "time": 0.59826} +{"mode": "train", "epoch": 17, "iter": 1900, "lr": 0.09704, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24, "top5_acc": 0.49484, "loss_cls": 5.90972, "loss": 5.90972, "time": 0.6031} +{"mode": "train", "epoch": 17, "iter": 2000, "lr": 0.09703, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24156, "top5_acc": 0.49312, "loss_cls": 5.90857, "loss": 5.90857, "time": 0.59748} +{"mode": "train", "epoch": 17, "iter": 2100, "lr": 0.09702, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25438, "top5_acc": 0.49766, "loss_cls": 5.81155, "loss": 5.81155, "time": 0.60017} +{"mode": "train", "epoch": 17, "iter": 2200, "lr": 0.09701, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24, "top5_acc": 0.48969, "loss_cls": 5.89039, "loss": 5.89039, "time": 0.59902} +{"mode": "train", "epoch": 17, "iter": 2300, "lr": 0.097, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24859, "top5_acc": 0.50266, "loss_cls": 5.83287, "loss": 5.83287, "time": 0.6013} +{"mode": "train", "epoch": 17, "iter": 2400, "lr": 0.09699, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24469, "top5_acc": 0.49109, "loss_cls": 5.89025, "loss": 5.89025, "time": 0.60011} +{"mode": "train", "epoch": 17, "iter": 2500, "lr": 0.09698, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23141, "top5_acc": 0.485, "loss_cls": 5.90074, "loss": 5.90074, "time": 0.59672} +{"mode": "train", "epoch": 17, "iter": 2600, "lr": 0.09697, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24484, "top5_acc": 0.49047, "loss_cls": 5.8688, "loss": 5.8688, "time": 0.59931} +{"mode": "train", "epoch": 17, "iter": 2700, "lr": 0.09697, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25078, "top5_acc": 0.50391, "loss_cls": 5.83081, "loss": 5.83081, "time": 0.59896} +{"mode": "train", "epoch": 17, "iter": 2800, "lr": 0.09696, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23406, "top5_acc": 0.47703, "loss_cls": 5.93521, "loss": 5.93521, "time": 0.598} +{"mode": "train", "epoch": 17, "iter": 2900, "lr": 0.09695, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24828, "top5_acc": 0.49859, "loss_cls": 5.86381, "loss": 5.86381, "time": 0.60102} +{"mode": "train", "epoch": 17, "iter": 3000, "lr": 0.09694, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.2525, "top5_acc": 0.49203, "loss_cls": 5.83286, "loss": 5.83286, "time": 0.60189} +{"mode": "train", "epoch": 17, "iter": 3100, "lr": 0.09693, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.23969, "top5_acc": 0.48422, "loss_cls": 5.90024, "loss": 5.90024, "time": 0.59817} +{"mode": "train", "epoch": 17, "iter": 3200, "lr": 0.09692, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23562, "top5_acc": 0.49391, "loss_cls": 5.90965, "loss": 5.90965, "time": 0.59876} +{"mode": "train", "epoch": 17, "iter": 3300, "lr": 0.09691, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.245, "top5_acc": 0.49797, "loss_cls": 5.86085, "loss": 5.86085, "time": 0.60368} +{"mode": "train", "epoch": 17, "iter": 3400, "lr": 0.0969, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24891, "top5_acc": 0.49078, "loss_cls": 5.87272, "loss": 5.87272, "time": 0.60581} +{"mode": "train", "epoch": 17, "iter": 3500, "lr": 0.09689, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23906, "top5_acc": 0.48844, "loss_cls": 5.90594, "loss": 5.90594, "time": 0.61033} +{"mode": "train", "epoch": 17, "iter": 3600, "lr": 0.09688, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.2425, "top5_acc": 0.49719, "loss_cls": 5.89064, "loss": 5.89064, "time": 0.6135} +{"mode": "train", "epoch": 17, "iter": 3700, "lr": 0.09687, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24203, "top5_acc": 0.4875, "loss_cls": 5.90301, "loss": 5.90301, "time": 0.61042} +{"mode": "val", "epoch": 17, "iter": 309, "lr": 0.09686, "top1_acc": 0.16092, "top5_acc": 0.37917, "mean_class_accuracy": 0.16061} +{"mode": "train", "epoch": 18, "iter": 100, "lr": 0.09685, "memory": 16180, "data_time": 1.38592, "top1_acc": 0.24344, "top5_acc": 0.49188, "loss_cls": 5.87596, "loss": 5.87596, "time": 1.99298} +{"mode": "train", "epoch": 18, "iter": 200, "lr": 0.09684, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25469, "top5_acc": 0.49672, "loss_cls": 5.84897, "loss": 5.84897, "time": 0.59802} +{"mode": "train", "epoch": 18, "iter": 300, "lr": 0.09683, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24812, "top5_acc": 0.49734, "loss_cls": 5.8767, "loss": 5.8767, "time": 0.60025} +{"mode": "train", "epoch": 18, "iter": 400, "lr": 0.09683, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24875, "top5_acc": 0.49438, "loss_cls": 5.85108, "loss": 5.85108, "time": 0.60071} +{"mode": "train", "epoch": 18, "iter": 500, "lr": 0.09682, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24969, "top5_acc": 0.49703, "loss_cls": 5.84192, "loss": 5.84192, "time": 0.6004} +{"mode": "train", "epoch": 18, "iter": 600, "lr": 0.09681, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.2475, "top5_acc": 0.49672, "loss_cls": 5.86125, "loss": 5.86125, "time": 0.60443} +{"mode": "train", "epoch": 18, "iter": 700, "lr": 0.0968, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24172, "top5_acc": 0.49297, "loss_cls": 5.89552, "loss": 5.89552, "time": 0.60018} +{"mode": "train", "epoch": 18, "iter": 800, "lr": 0.09679, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24297, "top5_acc": 0.50547, "loss_cls": 5.83989, "loss": 5.83989, "time": 0.60316} +{"mode": "train", "epoch": 18, "iter": 900, "lr": 0.09678, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.24938, "top5_acc": 0.49891, "loss_cls": 5.89568, "loss": 5.89568, "time": 0.60877} +{"mode": "train", "epoch": 18, "iter": 1000, "lr": 0.09677, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24141, "top5_acc": 0.49922, "loss_cls": 5.87911, "loss": 5.87911, "time": 0.60143} +{"mode": "train", "epoch": 18, "iter": 1100, "lr": 0.09676, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24156, "top5_acc": 0.48641, "loss_cls": 5.89329, "loss": 5.89329, "time": 0.60417} +{"mode": "train", "epoch": 18, "iter": 1200, "lr": 0.09675, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.23891, "top5_acc": 0.49156, "loss_cls": 5.88998, "loss": 5.88998, "time": 0.60083} +{"mode": "train", "epoch": 18, "iter": 1300, "lr": 0.09674, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24547, "top5_acc": 0.49672, "loss_cls": 5.87465, "loss": 5.87465, "time": 0.60335} +{"mode": "train", "epoch": 18, "iter": 1400, "lr": 0.09673, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24312, "top5_acc": 0.495, "loss_cls": 5.84118, "loss": 5.84118, "time": 0.59933} +{"mode": "train", "epoch": 18, "iter": 1500, "lr": 0.09672, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25156, "top5_acc": 0.51281, "loss_cls": 5.79734, "loss": 5.79734, "time": 0.60025} +{"mode": "train", "epoch": 18, "iter": 1600, "lr": 0.09671, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24734, "top5_acc": 0.50438, "loss_cls": 5.82143, "loss": 5.82143, "time": 0.6037} +{"mode": "train", "epoch": 18, "iter": 1700, "lr": 0.0967, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.23312, "top5_acc": 0.48453, "loss_cls": 5.90065, "loss": 5.90065, "time": 0.60559} +{"mode": "train", "epoch": 18, "iter": 1800, "lr": 0.09669, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.26141, "top5_acc": 0.49875, "loss_cls": 5.81362, "loss": 5.81362, "time": 0.60143} +{"mode": "train", "epoch": 18, "iter": 1900, "lr": 0.09668, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.23844, "top5_acc": 0.48672, "loss_cls": 5.92024, "loss": 5.92024, "time": 0.60446} +{"mode": "train", "epoch": 18, "iter": 2000, "lr": 0.09667, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.24297, "top5_acc": 0.48641, "loss_cls": 5.88774, "loss": 5.88774, "time": 0.6091} +{"mode": "train", "epoch": 18, "iter": 2100, "lr": 0.09666, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24406, "top5_acc": 0.49422, "loss_cls": 5.87523, "loss": 5.87523, "time": 0.59916} +{"mode": "train", "epoch": 18, "iter": 2200, "lr": 0.09665, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25578, "top5_acc": 0.50844, "loss_cls": 5.81764, "loss": 5.81764, "time": 0.59871} +{"mode": "train", "epoch": 18, "iter": 2300, "lr": 0.09664, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.245, "top5_acc": 0.49438, "loss_cls": 5.8578, "loss": 5.8578, "time": 0.59807} +{"mode": "train", "epoch": 18, "iter": 2400, "lr": 0.09663, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25234, "top5_acc": 0.49906, "loss_cls": 5.84458, "loss": 5.84458, "time": 0.60397} +{"mode": "train", "epoch": 18, "iter": 2500, "lr": 0.09662, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25109, "top5_acc": 0.50172, "loss_cls": 5.83407, "loss": 5.83407, "time": 0.59979} +{"mode": "train", "epoch": 18, "iter": 2600, "lr": 0.09661, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24516, "top5_acc": 0.49344, "loss_cls": 5.88058, "loss": 5.88058, "time": 0.59754} +{"mode": "train", "epoch": 18, "iter": 2700, "lr": 0.0966, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24297, "top5_acc": 0.49266, "loss_cls": 5.87078, "loss": 5.87078, "time": 0.59863} +{"mode": "train", "epoch": 18, "iter": 2800, "lr": 0.09659, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23359, "top5_acc": 0.48375, "loss_cls": 5.92916, "loss": 5.92916, "time": 0.60126} +{"mode": "train", "epoch": 18, "iter": 2900, "lr": 0.09658, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23203, "top5_acc": 0.48156, "loss_cls": 5.93998, "loss": 5.93998, "time": 0.60158} +{"mode": "train", "epoch": 18, "iter": 3000, "lr": 0.09657, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24688, "top5_acc": 0.49719, "loss_cls": 5.86174, "loss": 5.86174, "time": 0.60313} +{"mode": "train", "epoch": 18, "iter": 3100, "lr": 0.09656, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.24484, "top5_acc": 0.50203, "loss_cls": 5.85903, "loss": 5.85903, "time": 0.60772} +{"mode": "train", "epoch": 18, "iter": 3200, "lr": 0.09654, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.23422, "top5_acc": 0.48656, "loss_cls": 5.88692, "loss": 5.88692, "time": 0.60713} +{"mode": "train", "epoch": 18, "iter": 3300, "lr": 0.09653, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25281, "top5_acc": 0.50062, "loss_cls": 5.82502, "loss": 5.82502, "time": 0.60204} +{"mode": "train", "epoch": 18, "iter": 3400, "lr": 0.09652, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23156, "top5_acc": 0.48375, "loss_cls": 5.94327, "loss": 5.94327, "time": 0.60415} +{"mode": "train", "epoch": 18, "iter": 3500, "lr": 0.09651, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24422, "top5_acc": 0.48953, "loss_cls": 5.88766, "loss": 5.88766, "time": 0.61427} +{"mode": "train", "epoch": 18, "iter": 3600, "lr": 0.0965, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24062, "top5_acc": 0.4925, "loss_cls": 5.89577, "loss": 5.89577, "time": 0.60957} +{"mode": "train", "epoch": 18, "iter": 3700, "lr": 0.09649, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23859, "top5_acc": 0.48828, "loss_cls": 5.89391, "loss": 5.89391, "time": 0.6098} +{"mode": "val", "epoch": 18, "iter": 309, "lr": 0.09649, "top1_acc": 0.16553, "top5_acc": 0.38049, "mean_class_accuracy": 0.16544} +{"mode": "train", "epoch": 19, "iter": 100, "lr": 0.09648, "memory": 16180, "data_time": 1.41835, "top1_acc": 0.24625, "top5_acc": 0.49406, "loss_cls": 5.84764, "loss": 5.84764, "time": 2.01634} +{"mode": "train", "epoch": 19, "iter": 200, "lr": 0.09647, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24922, "top5_acc": 0.50547, "loss_cls": 5.83239, "loss": 5.83239, "time": 0.59824} +{"mode": "train", "epoch": 19, "iter": 300, "lr": 0.09646, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.26, "top5_acc": 0.50062, "loss_cls": 5.82695, "loss": 5.82695, "time": 0.60041} +{"mode": "train", "epoch": 19, "iter": 400, "lr": 0.09645, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25109, "top5_acc": 0.49922, "loss_cls": 5.85334, "loss": 5.85334, "time": 0.60339} +{"mode": "train", "epoch": 19, "iter": 500, "lr": 0.09644, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.24656, "top5_acc": 0.50891, "loss_cls": 5.81821, "loss": 5.81821, "time": 0.60037} +{"mode": "train", "epoch": 19, "iter": 600, "lr": 0.09643, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.23938, "top5_acc": 0.48984, "loss_cls": 5.90887, "loss": 5.90887, "time": 0.5958} +{"mode": "train", "epoch": 19, "iter": 700, "lr": 0.09642, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24406, "top5_acc": 0.49375, "loss_cls": 5.86372, "loss": 5.86372, "time": 0.59691} +{"mode": "train", "epoch": 19, "iter": 800, "lr": 0.09641, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24906, "top5_acc": 0.49734, "loss_cls": 5.84934, "loss": 5.84934, "time": 0.59866} +{"mode": "train", "epoch": 19, "iter": 900, "lr": 0.0964, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.24797, "top5_acc": 0.48828, "loss_cls": 5.89354, "loss": 5.89354, "time": 0.59672} +{"mode": "train", "epoch": 19, "iter": 1000, "lr": 0.09639, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24062, "top5_acc": 0.48891, "loss_cls": 5.90135, "loss": 5.90135, "time": 0.60035} +{"mode": "train", "epoch": 19, "iter": 1100, "lr": 0.09637, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25469, "top5_acc": 0.49625, "loss_cls": 5.87396, "loss": 5.87396, "time": 0.60208} +{"mode": "train", "epoch": 19, "iter": 1200, "lr": 0.09636, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24188, "top5_acc": 0.49375, "loss_cls": 5.84668, "loss": 5.84668, "time": 0.60358} +{"mode": "train", "epoch": 19, "iter": 1300, "lr": 0.09635, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24188, "top5_acc": 0.49516, "loss_cls": 5.85656, "loss": 5.85656, "time": 0.60211} +{"mode": "train", "epoch": 19, "iter": 1400, "lr": 0.09634, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23828, "top5_acc": 0.49484, "loss_cls": 5.86926, "loss": 5.86926, "time": 0.60221} +{"mode": "train", "epoch": 19, "iter": 1500, "lr": 0.09633, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23656, "top5_acc": 0.48391, "loss_cls": 5.90439, "loss": 5.90439, "time": 0.60289} +{"mode": "train", "epoch": 19, "iter": 1600, "lr": 0.09632, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24172, "top5_acc": 0.48641, "loss_cls": 5.89754, "loss": 5.89754, "time": 0.60004} +{"mode": "train", "epoch": 19, "iter": 1700, "lr": 0.09631, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24312, "top5_acc": 0.48078, "loss_cls": 5.90316, "loss": 5.90316, "time": 0.60001} +{"mode": "train", "epoch": 19, "iter": 1800, "lr": 0.0963, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23453, "top5_acc": 0.48016, "loss_cls": 5.91153, "loss": 5.91153, "time": 0.6033} +{"mode": "train", "epoch": 19, "iter": 1900, "lr": 0.09629, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.23672, "top5_acc": 0.49047, "loss_cls": 5.88121, "loss": 5.88121, "time": 0.60272} +{"mode": "train", "epoch": 19, "iter": 2000, "lr": 0.09628, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24797, "top5_acc": 0.49547, "loss_cls": 5.84291, "loss": 5.84291, "time": 0.60213} +{"mode": "train", "epoch": 19, "iter": 2100, "lr": 0.09627, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25016, "top5_acc": 0.49469, "loss_cls": 5.85825, "loss": 5.85825, "time": 0.60105} +{"mode": "train", "epoch": 19, "iter": 2200, "lr": 0.09626, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24578, "top5_acc": 0.49922, "loss_cls": 5.86507, "loss": 5.86507, "time": 0.59944} +{"mode": "train", "epoch": 19, "iter": 2300, "lr": 0.09625, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23547, "top5_acc": 0.49062, "loss_cls": 5.91975, "loss": 5.91975, "time": 0.60126} +{"mode": "train", "epoch": 19, "iter": 2400, "lr": 0.09624, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24062, "top5_acc": 0.48953, "loss_cls": 5.88823, "loss": 5.88823, "time": 0.60214} +{"mode": "train", "epoch": 19, "iter": 2500, "lr": 0.09623, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24531, "top5_acc": 0.49531, "loss_cls": 5.85782, "loss": 5.85782, "time": 0.60801} +{"mode": "train", "epoch": 19, "iter": 2600, "lr": 0.09622, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.24344, "top5_acc": 0.48719, "loss_cls": 5.88985, "loss": 5.88985, "time": 0.61013} +{"mode": "train", "epoch": 19, "iter": 2700, "lr": 0.09621, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23438, "top5_acc": 0.47344, "loss_cls": 5.92025, "loss": 5.92025, "time": 0.60115} +{"mode": "train", "epoch": 19, "iter": 2800, "lr": 0.0962, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23797, "top5_acc": 0.49922, "loss_cls": 5.88427, "loss": 5.88427, "time": 0.60032} +{"mode": "train", "epoch": 19, "iter": 2900, "lr": 0.09618, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24922, "top5_acc": 0.49203, "loss_cls": 5.87285, "loss": 5.87285, "time": 0.60137} +{"mode": "train", "epoch": 19, "iter": 3000, "lr": 0.09617, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.24547, "top5_acc": 0.49594, "loss_cls": 5.87239, "loss": 5.87239, "time": 0.60858} +{"mode": "train", "epoch": 19, "iter": 3100, "lr": 0.09616, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.25266, "top5_acc": 0.49625, "loss_cls": 5.83998, "loss": 5.83998, "time": 0.60536} +{"mode": "train", "epoch": 19, "iter": 3200, "lr": 0.09615, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24422, "top5_acc": 0.49281, "loss_cls": 5.88531, "loss": 5.88531, "time": 0.60447} +{"mode": "train", "epoch": 19, "iter": 3300, "lr": 0.09614, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23984, "top5_acc": 0.49328, "loss_cls": 5.89429, "loss": 5.89429, "time": 0.60405} +{"mode": "train", "epoch": 19, "iter": 3400, "lr": 0.09613, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24266, "top5_acc": 0.48391, "loss_cls": 5.86833, "loss": 5.86833, "time": 0.6086} +{"mode": "train", "epoch": 19, "iter": 3500, "lr": 0.09612, "memory": 16180, "data_time": 0.00072, "top1_acc": 0.23875, "top5_acc": 0.49969, "loss_cls": 5.89073, "loss": 5.89073, "time": 0.60764} +{"mode": "train", "epoch": 19, "iter": 3600, "lr": 0.09611, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.23891, "top5_acc": 0.495, "loss_cls": 5.87542, "loss": 5.87542, "time": 0.61164} +{"mode": "train", "epoch": 19, "iter": 3700, "lr": 0.0961, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24656, "top5_acc": 0.50094, "loss_cls": 5.85557, "loss": 5.85557, "time": 0.60983} +{"mode": "val", "epoch": 19, "iter": 309, "lr": 0.09609, "top1_acc": 0.18675, "top5_acc": 0.41985, "mean_class_accuracy": 0.18659} +{"mode": "train", "epoch": 20, "iter": 100, "lr": 0.09608, "memory": 16180, "data_time": 1.37573, "top1_acc": 0.25453, "top5_acc": 0.50688, "loss_cls": 5.79151, "loss": 5.79151, "time": 1.97968} +{"mode": "train", "epoch": 20, "iter": 200, "lr": 0.09607, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24984, "top5_acc": 0.49406, "loss_cls": 5.8595, "loss": 5.8595, "time": 0.60433} +{"mode": "train", "epoch": 20, "iter": 300, "lr": 0.09606, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25328, "top5_acc": 0.50109, "loss_cls": 5.80884, "loss": 5.80884, "time": 0.60223} +{"mode": "train", "epoch": 20, "iter": 400, "lr": 0.09605, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24703, "top5_acc": 0.49281, "loss_cls": 5.89327, "loss": 5.89327, "time": 0.60303} +{"mode": "train", "epoch": 20, "iter": 500, "lr": 0.09604, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23625, "top5_acc": 0.49125, "loss_cls": 5.88561, "loss": 5.88561, "time": 0.60332} +{"mode": "train", "epoch": 20, "iter": 600, "lr": 0.09603, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25438, "top5_acc": 0.49547, "loss_cls": 5.83374, "loss": 5.83374, "time": 0.60697} +{"mode": "train", "epoch": 20, "iter": 700, "lr": 0.09602, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25062, "top5_acc": 0.49641, "loss_cls": 5.84234, "loss": 5.84234, "time": 0.60117} +{"mode": "train", "epoch": 20, "iter": 800, "lr": 0.09601, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24453, "top5_acc": 0.49266, "loss_cls": 5.88738, "loss": 5.88738, "time": 0.60221} +{"mode": "train", "epoch": 20, "iter": 900, "lr": 0.096, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24047, "top5_acc": 0.48875, "loss_cls": 5.90312, "loss": 5.90312, "time": 0.59848} +{"mode": "train", "epoch": 20, "iter": 1000, "lr": 0.09598, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25188, "top5_acc": 0.50187, "loss_cls": 5.83852, "loss": 5.83852, "time": 0.59931} +{"mode": "train", "epoch": 20, "iter": 1100, "lr": 0.09597, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24141, "top5_acc": 0.50422, "loss_cls": 5.85667, "loss": 5.85667, "time": 0.60134} +{"mode": "train", "epoch": 20, "iter": 1200, "lr": 0.09596, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24156, "top5_acc": 0.49359, "loss_cls": 5.88212, "loss": 5.88212, "time": 0.60124} +{"mode": "train", "epoch": 20, "iter": 1300, "lr": 0.09595, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.2475, "top5_acc": 0.49234, "loss_cls": 5.88759, "loss": 5.88759, "time": 0.60559} +{"mode": "train", "epoch": 20, "iter": 1400, "lr": 0.09594, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.25344, "top5_acc": 0.49578, "loss_cls": 5.83397, "loss": 5.83397, "time": 0.60722} +{"mode": "train", "epoch": 20, "iter": 1500, "lr": 0.09593, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.23688, "top5_acc": 0.48594, "loss_cls": 5.91335, "loss": 5.91335, "time": 0.60667} +{"mode": "train", "epoch": 20, "iter": 1600, "lr": 0.09592, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23578, "top5_acc": 0.48906, "loss_cls": 5.89033, "loss": 5.89033, "time": 0.59956} +{"mode": "train", "epoch": 20, "iter": 1700, "lr": 0.09591, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24438, "top5_acc": 0.48828, "loss_cls": 5.87854, "loss": 5.87854, "time": 0.59989} +{"mode": "train", "epoch": 20, "iter": 1800, "lr": 0.0959, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25922, "top5_acc": 0.50156, "loss_cls": 5.81352, "loss": 5.81352, "time": 0.60013} +{"mode": "train", "epoch": 20, "iter": 1900, "lr": 0.09588, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24062, "top5_acc": 0.49641, "loss_cls": 5.86754, "loss": 5.86754, "time": 0.59924} +{"mode": "train", "epoch": 20, "iter": 2000, "lr": 0.09587, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.24328, "top5_acc": 0.49203, "loss_cls": 5.84345, "loss": 5.84345, "time": 0.60482} +{"mode": "train", "epoch": 20, "iter": 2100, "lr": 0.09586, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25016, "top5_acc": 0.49469, "loss_cls": 5.85092, "loss": 5.85092, "time": 0.6013} +{"mode": "train", "epoch": 20, "iter": 2200, "lr": 0.09585, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24562, "top5_acc": 0.49844, "loss_cls": 5.84016, "loss": 5.84016, "time": 0.60469} +{"mode": "train", "epoch": 20, "iter": 2300, "lr": 0.09584, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24609, "top5_acc": 0.49266, "loss_cls": 5.83757, "loss": 5.83757, "time": 0.60414} +{"mode": "train", "epoch": 20, "iter": 2400, "lr": 0.09583, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25109, "top5_acc": 0.49406, "loss_cls": 5.86406, "loss": 5.86406, "time": 0.60364} +{"mode": "train", "epoch": 20, "iter": 2500, "lr": 0.09582, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.24344, "top5_acc": 0.49406, "loss_cls": 5.84162, "loss": 5.84162, "time": 0.60708} +{"mode": "train", "epoch": 20, "iter": 2600, "lr": 0.09581, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.24875, "top5_acc": 0.49766, "loss_cls": 5.86146, "loss": 5.86146, "time": 0.60842} +{"mode": "train", "epoch": 20, "iter": 2700, "lr": 0.0958, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.23312, "top5_acc": 0.485, "loss_cls": 5.91653, "loss": 5.91653, "time": 0.60607} +{"mode": "train", "epoch": 20, "iter": 2800, "lr": 0.09578, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.23406, "top5_acc": 0.48547, "loss_cls": 5.93647, "loss": 5.93647, "time": 0.60419} +{"mode": "train", "epoch": 20, "iter": 2900, "lr": 0.09577, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24484, "top5_acc": 0.49688, "loss_cls": 5.83604, "loss": 5.83604, "time": 0.60225} +{"mode": "train", "epoch": 20, "iter": 3000, "lr": 0.09576, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25016, "top5_acc": 0.49719, "loss_cls": 5.8439, "loss": 5.8439, "time": 0.59741} +{"mode": "train", "epoch": 20, "iter": 3100, "lr": 0.09575, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24406, "top5_acc": 0.49734, "loss_cls": 5.8461, "loss": 5.8461, "time": 0.59831} +{"mode": "train", "epoch": 20, "iter": 3200, "lr": 0.09574, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24281, "top5_acc": 0.5, "loss_cls": 5.86792, "loss": 5.86792, "time": 0.60404} +{"mode": "train", "epoch": 20, "iter": 3300, "lr": 0.09573, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24031, "top5_acc": 0.49406, "loss_cls": 5.87731, "loss": 5.87731, "time": 0.60546} +{"mode": "train", "epoch": 20, "iter": 3400, "lr": 0.09572, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24547, "top5_acc": 0.49984, "loss_cls": 5.83733, "loss": 5.83733, "time": 0.61208} +{"mode": "train", "epoch": 20, "iter": 3500, "lr": 0.09571, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24734, "top5_acc": 0.48812, "loss_cls": 5.87555, "loss": 5.87555, "time": 0.60804} +{"mode": "train", "epoch": 20, "iter": 3600, "lr": 0.09569, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.25469, "top5_acc": 0.51125, "loss_cls": 5.80076, "loss": 5.80076, "time": 0.60735} +{"mode": "train", "epoch": 20, "iter": 3700, "lr": 0.09568, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.25078, "top5_acc": 0.49719, "loss_cls": 5.81816, "loss": 5.81816, "time": 0.60887} +{"mode": "val", "epoch": 20, "iter": 309, "lr": 0.09568, "top1_acc": 0.17571, "top5_acc": 0.3968, "mean_class_accuracy": 0.17576} +{"mode": "train", "epoch": 21, "iter": 100, "lr": 0.09567, "memory": 16180, "data_time": 1.44667, "top1_acc": 0.26016, "top5_acc": 0.51125, "loss_cls": 5.76769, "loss": 5.76769, "time": 2.04821} +{"mode": "train", "epoch": 21, "iter": 200, "lr": 0.09565, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25406, "top5_acc": 0.50313, "loss_cls": 5.79261, "loss": 5.79261, "time": 0.60253} +{"mode": "train", "epoch": 21, "iter": 300, "lr": 0.09564, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24781, "top5_acc": 0.49516, "loss_cls": 5.84452, "loss": 5.84452, "time": 0.59897} +{"mode": "train", "epoch": 21, "iter": 400, "lr": 0.09563, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24906, "top5_acc": 0.50234, "loss_cls": 5.84366, "loss": 5.84366, "time": 0.5995} +{"mode": "train", "epoch": 21, "iter": 500, "lr": 0.09562, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.25125, "top5_acc": 0.49922, "loss_cls": 5.8235, "loss": 5.8235, "time": 0.59816} +{"mode": "train", "epoch": 21, "iter": 600, "lr": 0.09561, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24266, "top5_acc": 0.49266, "loss_cls": 5.89395, "loss": 5.89395, "time": 0.59781} +{"mode": "train", "epoch": 21, "iter": 700, "lr": 0.0956, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24625, "top5_acc": 0.49609, "loss_cls": 5.86897, "loss": 5.86897, "time": 0.59975} +{"mode": "train", "epoch": 21, "iter": 800, "lr": 0.09559, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24859, "top5_acc": 0.50328, "loss_cls": 5.83639, "loss": 5.83639, "time": 0.601} +{"mode": "train", "epoch": 21, "iter": 900, "lr": 0.09557, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24562, "top5_acc": 0.49594, "loss_cls": 5.86822, "loss": 5.86822, "time": 0.60016} +{"mode": "train", "epoch": 21, "iter": 1000, "lr": 0.09556, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24438, "top5_acc": 0.4975, "loss_cls": 5.87911, "loss": 5.87911, "time": 0.60112} +{"mode": "train", "epoch": 21, "iter": 1100, "lr": 0.09555, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23922, "top5_acc": 0.49984, "loss_cls": 5.87095, "loss": 5.87095, "time": 0.60001} +{"mode": "train", "epoch": 21, "iter": 1200, "lr": 0.09554, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25125, "top5_acc": 0.50844, "loss_cls": 5.8196, "loss": 5.8196, "time": 0.60198} +{"mode": "train", "epoch": 21, "iter": 1300, "lr": 0.09553, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24672, "top5_acc": 0.49984, "loss_cls": 5.84281, "loss": 5.84281, "time": 0.59864} +{"mode": "train", "epoch": 21, "iter": 1400, "lr": 0.09552, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25031, "top5_acc": 0.50672, "loss_cls": 5.83203, "loss": 5.83203, "time": 0.60491} +{"mode": "train", "epoch": 21, "iter": 1500, "lr": 0.09551, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.25234, "top5_acc": 0.50109, "loss_cls": 5.8409, "loss": 5.8409, "time": 0.60336} +{"mode": "train", "epoch": 21, "iter": 1600, "lr": 0.09549, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24844, "top5_acc": 0.49641, "loss_cls": 5.84874, "loss": 5.84874, "time": 0.59892} +{"mode": "train", "epoch": 21, "iter": 1700, "lr": 0.09548, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24047, "top5_acc": 0.48578, "loss_cls": 5.8908, "loss": 5.8908, "time": 0.60025} +{"mode": "train", "epoch": 21, "iter": 1800, "lr": 0.09547, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24875, "top5_acc": 0.50219, "loss_cls": 5.83516, "loss": 5.83516, "time": 0.60141} +{"mode": "train", "epoch": 21, "iter": 1900, "lr": 0.09546, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24141, "top5_acc": 0.50219, "loss_cls": 5.8435, "loss": 5.8435, "time": 0.6033} +{"mode": "train", "epoch": 21, "iter": 2000, "lr": 0.09545, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.25312, "top5_acc": 0.49641, "loss_cls": 5.84222, "loss": 5.84222, "time": 0.60938} +{"mode": "train", "epoch": 21, "iter": 2100, "lr": 0.09544, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24125, "top5_acc": 0.49938, "loss_cls": 5.86444, "loss": 5.86444, "time": 0.60186} +{"mode": "train", "epoch": 21, "iter": 2200, "lr": 0.09542, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.2475, "top5_acc": 0.49656, "loss_cls": 5.85468, "loss": 5.85468, "time": 0.59881} +{"mode": "train", "epoch": 21, "iter": 2300, "lr": 0.09541, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24609, "top5_acc": 0.50187, "loss_cls": 5.86266, "loss": 5.86266, "time": 0.59733} +{"mode": "train", "epoch": 21, "iter": 2400, "lr": 0.0954, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24, "top5_acc": 0.49984, "loss_cls": 5.87725, "loss": 5.87725, "time": 0.59971} +{"mode": "train", "epoch": 21, "iter": 2500, "lr": 0.09539, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23969, "top5_acc": 0.49609, "loss_cls": 5.88071, "loss": 5.88071, "time": 0.60176} +{"mode": "train", "epoch": 21, "iter": 2600, "lr": 0.09538, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24844, "top5_acc": 0.49953, "loss_cls": 5.83164, "loss": 5.83164, "time": 0.60116} +{"mode": "train", "epoch": 21, "iter": 2700, "lr": 0.09537, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24719, "top5_acc": 0.49719, "loss_cls": 5.86639, "loss": 5.86639, "time": 0.6022} +{"mode": "train", "epoch": 21, "iter": 2800, "lr": 0.09535, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23516, "top5_acc": 0.48438, "loss_cls": 5.91565, "loss": 5.91565, "time": 0.6003} +{"mode": "train", "epoch": 21, "iter": 2900, "lr": 0.09534, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25375, "top5_acc": 0.50859, "loss_cls": 5.807, "loss": 5.807, "time": 0.5988} +{"mode": "train", "epoch": 21, "iter": 3000, "lr": 0.09533, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24797, "top5_acc": 0.49234, "loss_cls": 5.84005, "loss": 5.84005, "time": 0.60233} +{"mode": "train", "epoch": 21, "iter": 3100, "lr": 0.09532, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24797, "top5_acc": 0.50406, "loss_cls": 5.81582, "loss": 5.81582, "time": 0.59967} +{"mode": "train", "epoch": 21, "iter": 3200, "lr": 0.09531, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24656, "top5_acc": 0.49828, "loss_cls": 5.86678, "loss": 5.86678, "time": 0.6022} +{"mode": "train", "epoch": 21, "iter": 3300, "lr": 0.09529, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24328, "top5_acc": 0.49797, "loss_cls": 5.86993, "loss": 5.86993, "time": 0.60595} +{"mode": "train", "epoch": 21, "iter": 3400, "lr": 0.09528, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.25172, "top5_acc": 0.49969, "loss_cls": 5.82684, "loss": 5.82684, "time": 0.61781} +{"mode": "train", "epoch": 21, "iter": 3500, "lr": 0.09527, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23484, "top5_acc": 0.48406, "loss_cls": 5.91279, "loss": 5.91279, "time": 0.61071} +{"mode": "train", "epoch": 21, "iter": 3600, "lr": 0.09526, "memory": 16180, "data_time": 0.00051, "top1_acc": 0.25031, "top5_acc": 0.49547, "loss_cls": 5.85633, "loss": 5.85633, "time": 0.60433} +{"mode": "train", "epoch": 21, "iter": 3700, "lr": 0.09525, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.24734, "top5_acc": 0.50219, "loss_cls": 5.83018, "loss": 5.83018, "time": 0.60173} +{"mode": "val", "epoch": 21, "iter": 309, "lr": 0.09524, "top1_acc": 0.16882, "top5_acc": 0.39442, "mean_class_accuracy": 0.1688} +{"mode": "train", "epoch": 22, "iter": 100, "lr": 0.09523, "memory": 16180, "data_time": 1.40631, "top1_acc": 0.25703, "top5_acc": 0.50266, "loss_cls": 5.77647, "loss": 5.77647, "time": 1.99973} +{"mode": "train", "epoch": 22, "iter": 200, "lr": 0.09522, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24828, "top5_acc": 0.50406, "loss_cls": 5.83945, "loss": 5.83945, "time": 0.60477} +{"mode": "train", "epoch": 22, "iter": 300, "lr": 0.09521, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25172, "top5_acc": 0.51656, "loss_cls": 5.78082, "loss": 5.78082, "time": 0.60237} +{"mode": "train", "epoch": 22, "iter": 400, "lr": 0.09519, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25234, "top5_acc": 0.51047, "loss_cls": 5.79223, "loss": 5.79223, "time": 0.59879} +{"mode": "train", "epoch": 22, "iter": 500, "lr": 0.09518, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24, "top5_acc": 0.48594, "loss_cls": 5.87324, "loss": 5.87324, "time": 0.60322} +{"mode": "train", "epoch": 22, "iter": 600, "lr": 0.09517, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24484, "top5_acc": 0.50156, "loss_cls": 5.83229, "loss": 5.83229, "time": 0.59819} +{"mode": "train", "epoch": 22, "iter": 700, "lr": 0.09516, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25469, "top5_acc": 0.50984, "loss_cls": 5.8097, "loss": 5.8097, "time": 0.60425} +{"mode": "train", "epoch": 22, "iter": 800, "lr": 0.09515, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25188, "top5_acc": 0.50438, "loss_cls": 5.82716, "loss": 5.82716, "time": 0.59738} +{"mode": "train", "epoch": 22, "iter": 900, "lr": 0.09513, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.23812, "top5_acc": 0.49594, "loss_cls": 5.87259, "loss": 5.87259, "time": 0.60244} +{"mode": "train", "epoch": 22, "iter": 1000, "lr": 0.09512, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24734, "top5_acc": 0.50734, "loss_cls": 5.82599, "loss": 5.82599, "time": 0.60057} +{"mode": "train", "epoch": 22, "iter": 1100, "lr": 0.09511, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.25031, "top5_acc": 0.49906, "loss_cls": 5.81529, "loss": 5.81529, "time": 0.6046} +{"mode": "train", "epoch": 22, "iter": 1200, "lr": 0.0951, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25219, "top5_acc": 0.50484, "loss_cls": 5.81018, "loss": 5.81018, "time": 0.60266} +{"mode": "train", "epoch": 22, "iter": 1300, "lr": 0.09509, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.25047, "top5_acc": 0.50422, "loss_cls": 5.82216, "loss": 5.82216, "time": 0.60708} +{"mode": "train", "epoch": 22, "iter": 1400, "lr": 0.09507, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24562, "top5_acc": 0.49797, "loss_cls": 5.85024, "loss": 5.85024, "time": 0.60452} +{"mode": "train", "epoch": 22, "iter": 1500, "lr": 0.09506, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24828, "top5_acc": 0.50047, "loss_cls": 5.83215, "loss": 5.83215, "time": 0.60495} +{"mode": "train", "epoch": 22, "iter": 1600, "lr": 0.09505, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.24047, "top5_acc": 0.49375, "loss_cls": 5.86967, "loss": 5.86967, "time": 0.60972} +{"mode": "train", "epoch": 22, "iter": 1700, "lr": 0.09504, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.24562, "top5_acc": 0.49812, "loss_cls": 5.8589, "loss": 5.8589, "time": 0.60544} +{"mode": "train", "epoch": 22, "iter": 1800, "lr": 0.09502, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25469, "top5_acc": 0.50016, "loss_cls": 5.84132, "loss": 5.84132, "time": 0.60047} +{"mode": "train", "epoch": 22, "iter": 1900, "lr": 0.09501, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24203, "top5_acc": 0.48969, "loss_cls": 5.88376, "loss": 5.88376, "time": 0.59859} +{"mode": "train", "epoch": 22, "iter": 2000, "lr": 0.095, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25391, "top5_acc": 0.50203, "loss_cls": 5.82164, "loss": 5.82164, "time": 0.59865} +{"mode": "train", "epoch": 22, "iter": 2100, "lr": 0.09499, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24719, "top5_acc": 0.49859, "loss_cls": 5.86317, "loss": 5.86317, "time": 0.59802} +{"mode": "train", "epoch": 22, "iter": 2200, "lr": 0.09498, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24562, "top5_acc": 0.49531, "loss_cls": 5.8566, "loss": 5.8566, "time": 0.60284} +{"mode": "train", "epoch": 22, "iter": 2300, "lr": 0.09496, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24766, "top5_acc": 0.49484, "loss_cls": 5.84159, "loss": 5.84159, "time": 0.60153} +{"mode": "train", "epoch": 22, "iter": 2400, "lr": 0.09495, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25266, "top5_acc": 0.50359, "loss_cls": 5.82377, "loss": 5.82377, "time": 0.60095} +{"mode": "train", "epoch": 22, "iter": 2500, "lr": 0.09494, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25062, "top5_acc": 0.50109, "loss_cls": 5.83925, "loss": 5.83925, "time": 0.59882} +{"mode": "train", "epoch": 22, "iter": 2600, "lr": 0.09493, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.23547, "top5_acc": 0.49109, "loss_cls": 5.89601, "loss": 5.89601, "time": 0.59941} +{"mode": "train", "epoch": 22, "iter": 2700, "lr": 0.09491, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24203, "top5_acc": 0.48578, "loss_cls": 5.8858, "loss": 5.8858, "time": 0.60118} +{"mode": "train", "epoch": 22, "iter": 2800, "lr": 0.0949, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.24672, "top5_acc": 0.48688, "loss_cls": 5.88622, "loss": 5.88622, "time": 0.6048} +{"mode": "train", "epoch": 22, "iter": 2900, "lr": 0.09489, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.23844, "top5_acc": 0.48703, "loss_cls": 5.91208, "loss": 5.91208, "time": 0.60227} +{"mode": "train", "epoch": 22, "iter": 3000, "lr": 0.09488, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.24375, "top5_acc": 0.49188, "loss_cls": 5.87311, "loss": 5.87311, "time": 0.60671} +{"mode": "train", "epoch": 22, "iter": 3100, "lr": 0.09487, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.25203, "top5_acc": 0.50156, "loss_cls": 5.83339, "loss": 5.83339, "time": 0.60842} +{"mode": "train", "epoch": 22, "iter": 3200, "lr": 0.09485, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.23875, "top5_acc": 0.49547, "loss_cls": 5.85249, "loss": 5.85249, "time": 0.60408} +{"mode": "train", "epoch": 22, "iter": 3300, "lr": 0.09484, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24594, "top5_acc": 0.49453, "loss_cls": 5.87514, "loss": 5.87514, "time": 0.60493} +{"mode": "train", "epoch": 22, "iter": 3400, "lr": 0.09483, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.25219, "top5_acc": 0.50375, "loss_cls": 5.82802, "loss": 5.82802, "time": 0.61376} +{"mode": "train", "epoch": 22, "iter": 3500, "lr": 0.09482, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.24719, "top5_acc": 0.49078, "loss_cls": 5.8696, "loss": 5.8696, "time": 0.60782} +{"mode": "train", "epoch": 22, "iter": 3600, "lr": 0.0948, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.24922, "top5_acc": 0.49438, "loss_cls": 5.8758, "loss": 5.8758, "time": 0.60951} +{"mode": "train", "epoch": 22, "iter": 3700, "lr": 0.09479, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.25453, "top5_acc": 0.50094, "loss_cls": 5.83215, "loss": 5.83215, "time": 0.60256} +{"mode": "val", "epoch": 22, "iter": 309, "lr": 0.09479, "top1_acc": 0.16563, "top5_acc": 0.38328, "mean_class_accuracy": 0.1654} +{"mode": "train", "epoch": 23, "iter": 100, "lr": 0.09477, "memory": 16180, "data_time": 1.4504, "top1_acc": 0.2475, "top5_acc": 0.50625, "loss_cls": 5.80917, "loss": 5.80917, "time": 2.04623} +{"mode": "train", "epoch": 23, "iter": 200, "lr": 0.09476, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24484, "top5_acc": 0.49469, "loss_cls": 5.85223, "loss": 5.85223, "time": 0.6051} +{"mode": "train", "epoch": 23, "iter": 300, "lr": 0.09475, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25469, "top5_acc": 0.50813, "loss_cls": 5.79901, "loss": 5.79901, "time": 0.59924} +{"mode": "train", "epoch": 23, "iter": 400, "lr": 0.09474, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25078, "top5_acc": 0.50516, "loss_cls": 5.80738, "loss": 5.80738, "time": 0.60239} +{"mode": "train", "epoch": 23, "iter": 500, "lr": 0.09472, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.25359, "top5_acc": 0.50438, "loss_cls": 5.82748, "loss": 5.82748, "time": 0.6041} +{"mode": "train", "epoch": 23, "iter": 600, "lr": 0.09471, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25797, "top5_acc": 0.50406, "loss_cls": 5.80748, "loss": 5.80748, "time": 0.59962} +{"mode": "train", "epoch": 23, "iter": 700, "lr": 0.0947, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24469, "top5_acc": 0.50328, "loss_cls": 5.85267, "loss": 5.85267, "time": 0.59781} +{"mode": "train", "epoch": 23, "iter": 800, "lr": 0.09469, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.24625, "top5_acc": 0.50531, "loss_cls": 5.82179, "loss": 5.82179, "time": 0.60497} +{"mode": "train", "epoch": 23, "iter": 900, "lr": 0.09467, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.25062, "top5_acc": 0.49734, "loss_cls": 5.85409, "loss": 5.85409, "time": 0.61201} +{"mode": "train", "epoch": 23, "iter": 1000, "lr": 0.09466, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.24641, "top5_acc": 0.48484, "loss_cls": 5.89268, "loss": 5.89268, "time": 0.61135} +{"mode": "train", "epoch": 23, "iter": 1100, "lr": 0.09465, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25734, "top5_acc": 0.50828, "loss_cls": 5.78515, "loss": 5.78515, "time": 0.60036} +{"mode": "train", "epoch": 23, "iter": 1200, "lr": 0.09464, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24391, "top5_acc": 0.49688, "loss_cls": 5.8629, "loss": 5.8629, "time": 0.6001} +{"mode": "train", "epoch": 23, "iter": 1300, "lr": 0.09462, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24672, "top5_acc": 0.49219, "loss_cls": 5.88016, "loss": 5.88016, "time": 0.60327} +{"mode": "train", "epoch": 23, "iter": 1400, "lr": 0.09461, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.23922, "top5_acc": 0.49703, "loss_cls": 5.85937, "loss": 5.85937, "time": 0.60463} +{"mode": "train", "epoch": 23, "iter": 1500, "lr": 0.0946, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25266, "top5_acc": 0.49047, "loss_cls": 5.86856, "loss": 5.86856, "time": 0.60356} +{"mode": "train", "epoch": 23, "iter": 1600, "lr": 0.09459, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25531, "top5_acc": 0.50484, "loss_cls": 5.82859, "loss": 5.82859, "time": 0.60143} +{"mode": "train", "epoch": 23, "iter": 1700, "lr": 0.09457, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24234, "top5_acc": 0.4975, "loss_cls": 5.84575, "loss": 5.84575, "time": 0.59997} +{"mode": "train", "epoch": 23, "iter": 1800, "lr": 0.09456, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.24609, "top5_acc": 0.48406, "loss_cls": 5.89466, "loss": 5.89466, "time": 0.60515} +{"mode": "train", "epoch": 23, "iter": 1900, "lr": 0.09455, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.24859, "top5_acc": 0.49531, "loss_cls": 5.86174, "loss": 5.86174, "time": 0.61525} +{"mode": "train", "epoch": 23, "iter": 2000, "lr": 0.09453, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.24812, "top5_acc": 0.50438, "loss_cls": 5.81672, "loss": 5.81672, "time": 0.60891} +{"mode": "train", "epoch": 23, "iter": 2100, "lr": 0.09452, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.23656, "top5_acc": 0.48672, "loss_cls": 5.88554, "loss": 5.88554, "time": 0.60906} +{"mode": "train", "epoch": 23, "iter": 2200, "lr": 0.09451, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.24484, "top5_acc": 0.48953, "loss_cls": 5.83358, "loss": 5.83358, "time": 0.60818} +{"mode": "train", "epoch": 23, "iter": 2300, "lr": 0.0945, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.25312, "top5_acc": 0.50656, "loss_cls": 5.84062, "loss": 5.84062, "time": 0.61048} +{"mode": "train", "epoch": 23, "iter": 2400, "lr": 0.09448, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.24984, "top5_acc": 0.51094, "loss_cls": 5.81432, "loss": 5.81432, "time": 0.60889} +{"mode": "train", "epoch": 23, "iter": 2500, "lr": 0.09447, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.24109, "top5_acc": 0.48891, "loss_cls": 5.90029, "loss": 5.90029, "time": 0.608} +{"mode": "train", "epoch": 23, "iter": 2600, "lr": 0.09446, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.25547, "top5_acc": 0.50875, "loss_cls": 5.81046, "loss": 5.81046, "time": 0.60627} +{"mode": "train", "epoch": 23, "iter": 2700, "lr": 0.09445, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.25484, "top5_acc": 0.51, "loss_cls": 5.79168, "loss": 5.79168, "time": 0.60731} +{"mode": "train", "epoch": 23, "iter": 2800, "lr": 0.09443, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.24781, "top5_acc": 0.49875, "loss_cls": 5.82626, "loss": 5.82626, "time": 0.60467} +{"mode": "train", "epoch": 23, "iter": 2900, "lr": 0.09442, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25031, "top5_acc": 0.50266, "loss_cls": 5.85886, "loss": 5.85886, "time": 0.6021} +{"mode": "train", "epoch": 23, "iter": 3000, "lr": 0.09441, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24016, "top5_acc": 0.50047, "loss_cls": 5.87556, "loss": 5.87556, "time": 0.59682} +{"mode": "train", "epoch": 23, "iter": 3100, "lr": 0.09439, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24281, "top5_acc": 0.5, "loss_cls": 5.85789, "loss": 5.85789, "time": 0.59944} +{"mode": "train", "epoch": 23, "iter": 3200, "lr": 0.09438, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24562, "top5_acc": 0.49875, "loss_cls": 5.83635, "loss": 5.83635, "time": 0.60008} +{"mode": "train", "epoch": 23, "iter": 3300, "lr": 0.09437, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.25031, "top5_acc": 0.49875, "loss_cls": 5.8222, "loss": 5.8222, "time": 0.60873} +{"mode": "train", "epoch": 23, "iter": 3400, "lr": 0.09436, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.24891, "top5_acc": 0.49922, "loss_cls": 5.84014, "loss": 5.84014, "time": 0.61247} +{"mode": "train", "epoch": 23, "iter": 3500, "lr": 0.09434, "memory": 16180, "data_time": 0.00052, "top1_acc": 0.24531, "top5_acc": 0.49391, "loss_cls": 5.85644, "loss": 5.85644, "time": 0.60893} +{"mode": "train", "epoch": 23, "iter": 3600, "lr": 0.09433, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25953, "top5_acc": 0.50813, "loss_cls": 5.76907, "loss": 5.76907, "time": 0.60275} +{"mode": "train", "epoch": 23, "iter": 3700, "lr": 0.09432, "memory": 16180, "data_time": 0.00066, "top1_acc": 0.25344, "top5_acc": 0.50187, "loss_cls": 5.84163, "loss": 5.84163, "time": 0.59944} +{"mode": "val", "epoch": 23, "iter": 309, "lr": 0.09431, "top1_acc": 0.14598, "top5_acc": 0.35116, "mean_class_accuracy": 0.1459} +{"mode": "train", "epoch": 24, "iter": 100, "lr": 0.0943, "memory": 16180, "data_time": 1.38227, "top1_acc": 0.25281, "top5_acc": 0.50672, "loss_cls": 5.81659, "loss": 5.81659, "time": 1.98685} +{"mode": "train", "epoch": 24, "iter": 200, "lr": 0.09428, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.24797, "top5_acc": 0.50625, "loss_cls": 5.80878, "loss": 5.80878, "time": 0.61214} +{"mode": "train", "epoch": 24, "iter": 300, "lr": 0.09427, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25734, "top5_acc": 0.50062, "loss_cls": 5.82094, "loss": 5.82094, "time": 0.60444} +{"mode": "train", "epoch": 24, "iter": 400, "lr": 0.09426, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25016, "top5_acc": 0.50141, "loss_cls": 5.8571, "loss": 5.8571, "time": 0.60006} +{"mode": "train", "epoch": 24, "iter": 500, "lr": 0.09425, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24828, "top5_acc": 0.49984, "loss_cls": 5.82996, "loss": 5.82996, "time": 0.59931} +{"mode": "train", "epoch": 24, "iter": 600, "lr": 0.09423, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25891, "top5_acc": 0.50406, "loss_cls": 5.80027, "loss": 5.80027, "time": 0.59827} +{"mode": "train", "epoch": 24, "iter": 700, "lr": 0.09422, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24516, "top5_acc": 0.49094, "loss_cls": 5.86422, "loss": 5.86422, "time": 0.59567} +{"mode": "train", "epoch": 24, "iter": 800, "lr": 0.09421, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24312, "top5_acc": 0.50625, "loss_cls": 5.8388, "loss": 5.8388, "time": 0.60025} +{"mode": "train", "epoch": 24, "iter": 900, "lr": 0.09419, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24891, "top5_acc": 0.50047, "loss_cls": 5.82523, "loss": 5.82523, "time": 0.60512} +{"mode": "train", "epoch": 24, "iter": 1000, "lr": 0.09418, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.24641, "top5_acc": 0.49891, "loss_cls": 5.85386, "loss": 5.85386, "time": 0.61164} +{"mode": "train", "epoch": 24, "iter": 1100, "lr": 0.09417, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.24734, "top5_acc": 0.48391, "loss_cls": 5.88136, "loss": 5.88136, "time": 0.61019} +{"mode": "train", "epoch": 24, "iter": 1200, "lr": 0.09415, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.24906, "top5_acc": 0.49891, "loss_cls": 5.83398, "loss": 5.83398, "time": 0.60311} +{"mode": "train", "epoch": 24, "iter": 1300, "lr": 0.09414, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.23969, "top5_acc": 0.49406, "loss_cls": 5.87083, "loss": 5.87083, "time": 0.59956} +{"mode": "train", "epoch": 24, "iter": 1400, "lr": 0.09413, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24828, "top5_acc": 0.49953, "loss_cls": 5.82309, "loss": 5.82309, "time": 0.60012} +{"mode": "train", "epoch": 24, "iter": 1500, "lr": 0.09411, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24953, "top5_acc": 0.49984, "loss_cls": 5.81773, "loss": 5.81773, "time": 0.59973} +{"mode": "train", "epoch": 24, "iter": 1600, "lr": 0.0941, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25578, "top5_acc": 0.50609, "loss_cls": 5.8126, "loss": 5.8126, "time": 0.59923} +{"mode": "train", "epoch": 24, "iter": 1700, "lr": 0.09409, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25406, "top5_acc": 0.49875, "loss_cls": 5.85054, "loss": 5.85054, "time": 0.5987} +{"mode": "train", "epoch": 24, "iter": 1800, "lr": 0.09407, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25484, "top5_acc": 0.50313, "loss_cls": 5.82741, "loss": 5.82741, "time": 0.59945} +{"mode": "train", "epoch": 24, "iter": 1900, "lr": 0.09406, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25172, "top5_acc": 0.50141, "loss_cls": 5.82134, "loss": 5.82134, "time": 0.60356} +{"mode": "train", "epoch": 24, "iter": 2000, "lr": 0.09405, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24609, "top5_acc": 0.49953, "loss_cls": 5.82361, "loss": 5.82361, "time": 0.59759} +{"mode": "train", "epoch": 24, "iter": 2100, "lr": 0.09404, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24234, "top5_acc": 0.49703, "loss_cls": 5.85705, "loss": 5.85705, "time": 0.6001} +{"mode": "train", "epoch": 24, "iter": 2200, "lr": 0.09402, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24, "top5_acc": 0.49297, "loss_cls": 5.87896, "loss": 5.87896, "time": 0.60368} +{"mode": "train", "epoch": 24, "iter": 2300, "lr": 0.09401, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.24703, "top5_acc": 0.49094, "loss_cls": 5.85183, "loss": 5.85183, "time": 0.60669} +{"mode": "train", "epoch": 24, "iter": 2400, "lr": 0.094, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24422, "top5_acc": 0.48156, "loss_cls": 5.88323, "loss": 5.88323, "time": 0.60285} +{"mode": "train", "epoch": 24, "iter": 2500, "lr": 0.09398, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25359, "top5_acc": 0.49297, "loss_cls": 5.86031, "loss": 5.86031, "time": 0.59995} +{"mode": "train", "epoch": 24, "iter": 2600, "lr": 0.09397, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25, "top5_acc": 0.49906, "loss_cls": 5.82901, "loss": 5.82901, "time": 0.59755} +{"mode": "train", "epoch": 24, "iter": 2700, "lr": 0.09396, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25484, "top5_acc": 0.50266, "loss_cls": 5.81115, "loss": 5.81115, "time": 0.59849} +{"mode": "train", "epoch": 24, "iter": 2800, "lr": 0.09394, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24812, "top5_acc": 0.49562, "loss_cls": 5.83788, "loss": 5.83788, "time": 0.60022} +{"mode": "train", "epoch": 24, "iter": 2900, "lr": 0.09393, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24344, "top5_acc": 0.50156, "loss_cls": 5.83564, "loss": 5.83564, "time": 0.59946} +{"mode": "train", "epoch": 24, "iter": 3000, "lr": 0.09392, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24438, "top5_acc": 0.50172, "loss_cls": 5.83885, "loss": 5.83885, "time": 0.59834} +{"mode": "train", "epoch": 24, "iter": 3100, "lr": 0.0939, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25328, "top5_acc": 0.49859, "loss_cls": 5.82355, "loss": 5.82355, "time": 0.59948} +{"mode": "train", "epoch": 24, "iter": 3200, "lr": 0.09389, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24391, "top5_acc": 0.48922, "loss_cls": 5.84336, "loss": 5.84336, "time": 0.60111} +{"mode": "train", "epoch": 24, "iter": 3300, "lr": 0.09388, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.25562, "top5_acc": 0.50313, "loss_cls": 5.82466, "loss": 5.82466, "time": 0.60483} +{"mode": "train", "epoch": 24, "iter": 3400, "lr": 0.09386, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25125, "top5_acc": 0.50078, "loss_cls": 5.84535, "loss": 5.84535, "time": 0.6147} +{"mode": "train", "epoch": 24, "iter": 3500, "lr": 0.09385, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24891, "top5_acc": 0.50187, "loss_cls": 5.84463, "loss": 5.84463, "time": 0.6037} +{"mode": "train", "epoch": 24, "iter": 3600, "lr": 0.09384, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24781, "top5_acc": 0.49625, "loss_cls": 5.83327, "loss": 5.83327, "time": 0.60802} +{"mode": "train", "epoch": 24, "iter": 3700, "lr": 0.09382, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.25, "top5_acc": 0.49531, "loss_cls": 5.83753, "loss": 5.83753, "time": 0.60259} +{"mode": "val", "epoch": 24, "iter": 309, "lr": 0.09382, "top1_acc": 0.18589, "top5_acc": 0.41311, "mean_class_accuracy": 0.18562} +{"mode": "train", "epoch": 25, "iter": 100, "lr": 0.0938, "memory": 16180, "data_time": 1.36022, "top1_acc": 0.25297, "top5_acc": 0.50641, "loss_cls": 5.79946, "loss": 5.79946, "time": 1.95702} +{"mode": "train", "epoch": 25, "iter": 200, "lr": 0.09379, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25156, "top5_acc": 0.50141, "loss_cls": 5.84756, "loss": 5.84756, "time": 0.60671} +{"mode": "train", "epoch": 25, "iter": 300, "lr": 0.09378, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24875, "top5_acc": 0.50984, "loss_cls": 5.82241, "loss": 5.82241, "time": 0.60522} +{"mode": "train", "epoch": 25, "iter": 400, "lr": 0.09376, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25438, "top5_acc": 0.50906, "loss_cls": 5.80598, "loss": 5.80598, "time": 0.60242} +{"mode": "train", "epoch": 25, "iter": 500, "lr": 0.09375, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26062, "top5_acc": 0.51344, "loss_cls": 5.79137, "loss": 5.79137, "time": 0.60205} +{"mode": "train", "epoch": 25, "iter": 600, "lr": 0.09373, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25625, "top5_acc": 0.51109, "loss_cls": 5.80246, "loss": 5.80246, "time": 0.6015} +{"mode": "train", "epoch": 25, "iter": 700, "lr": 0.09372, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25016, "top5_acc": 0.50422, "loss_cls": 5.81322, "loss": 5.81322, "time": 0.59831} +{"mode": "train", "epoch": 25, "iter": 800, "lr": 0.09371, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25344, "top5_acc": 0.50703, "loss_cls": 5.80115, "loss": 5.80115, "time": 0.59574} +{"mode": "train", "epoch": 25, "iter": 900, "lr": 0.09369, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25062, "top5_acc": 0.49812, "loss_cls": 5.81625, "loss": 5.81625, "time": 0.5991} +{"mode": "train", "epoch": 25, "iter": 1000, "lr": 0.09368, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25031, "top5_acc": 0.49719, "loss_cls": 5.85056, "loss": 5.85056, "time": 0.60029} +{"mode": "train", "epoch": 25, "iter": 1100, "lr": 0.09367, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25516, "top5_acc": 0.50016, "loss_cls": 5.83964, "loss": 5.83964, "time": 0.60025} +{"mode": "train", "epoch": 25, "iter": 1200, "lr": 0.09365, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24422, "top5_acc": 0.50859, "loss_cls": 5.80593, "loss": 5.80593, "time": 0.60211} +{"mode": "train", "epoch": 25, "iter": 1300, "lr": 0.09364, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24297, "top5_acc": 0.49828, "loss_cls": 5.87016, "loss": 5.87016, "time": 0.60106} +{"mode": "train", "epoch": 25, "iter": 1400, "lr": 0.09363, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24688, "top5_acc": 0.50219, "loss_cls": 5.82041, "loss": 5.82041, "time": 0.59964} +{"mode": "train", "epoch": 25, "iter": 1500, "lr": 0.09361, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.25172, "top5_acc": 0.49469, "loss_cls": 5.86185, "loss": 5.86185, "time": 0.6045} +{"mode": "train", "epoch": 25, "iter": 1600, "lr": 0.0936, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.2475, "top5_acc": 0.49516, "loss_cls": 5.8421, "loss": 5.8421, "time": 0.60869} +{"mode": "train", "epoch": 25, "iter": 1700, "lr": 0.09358, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.24891, "top5_acc": 0.50609, "loss_cls": 5.83553, "loss": 5.83553, "time": 0.60642} +{"mode": "train", "epoch": 25, "iter": 1800, "lr": 0.09357, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.24438, "top5_acc": 0.49125, "loss_cls": 5.87425, "loss": 5.87425, "time": 0.60338} +{"mode": "train", "epoch": 25, "iter": 1900, "lr": 0.09356, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.25125, "top5_acc": 0.50562, "loss_cls": 5.81769, "loss": 5.81769, "time": 0.60666} +{"mode": "train", "epoch": 25, "iter": 2000, "lr": 0.09354, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.24578, "top5_acc": 0.49062, "loss_cls": 5.8524, "loss": 5.8524, "time": 0.60329} +{"mode": "train", "epoch": 25, "iter": 2100, "lr": 0.09353, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24203, "top5_acc": 0.49453, "loss_cls": 5.8298, "loss": 5.8298, "time": 0.59894} +{"mode": "train", "epoch": 25, "iter": 2200, "lr": 0.09352, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.25156, "top5_acc": 0.50609, "loss_cls": 5.81666, "loss": 5.81666, "time": 0.60843} +{"mode": "train", "epoch": 25, "iter": 2300, "lr": 0.0935, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.25312, "top5_acc": 0.49828, "loss_cls": 5.84133, "loss": 5.84133, "time": 0.60632} +{"mode": "train", "epoch": 25, "iter": 2400, "lr": 0.09349, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25703, "top5_acc": 0.50016, "loss_cls": 5.82517, "loss": 5.82517, "time": 0.60258} +{"mode": "train", "epoch": 25, "iter": 2500, "lr": 0.09347, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25938, "top5_acc": 0.50875, "loss_cls": 5.7924, "loss": 5.7924, "time": 0.60299} +{"mode": "train", "epoch": 25, "iter": 2600, "lr": 0.09346, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24906, "top5_acc": 0.50328, "loss_cls": 5.80165, "loss": 5.80165, "time": 0.60396} +{"mode": "train", "epoch": 25, "iter": 2700, "lr": 0.09345, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.2475, "top5_acc": 0.49406, "loss_cls": 5.88014, "loss": 5.88014, "time": 0.60035} +{"mode": "train", "epoch": 25, "iter": 2800, "lr": 0.09343, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25172, "top5_acc": 0.50031, "loss_cls": 5.81137, "loss": 5.81137, "time": 0.59707} +{"mode": "train", "epoch": 25, "iter": 2900, "lr": 0.09342, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.245, "top5_acc": 0.49641, "loss_cls": 5.85194, "loss": 5.85194, "time": 0.5999} +{"mode": "train", "epoch": 25, "iter": 3000, "lr": 0.09341, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24719, "top5_acc": 0.49672, "loss_cls": 5.83595, "loss": 5.83595, "time": 0.59745} +{"mode": "train", "epoch": 25, "iter": 3100, "lr": 0.09339, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25297, "top5_acc": 0.49406, "loss_cls": 5.84017, "loss": 5.84017, "time": 0.59762} +{"mode": "train", "epoch": 25, "iter": 3200, "lr": 0.09338, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24797, "top5_acc": 0.50016, "loss_cls": 5.81842, "loss": 5.81842, "time": 0.59786} +{"mode": "train", "epoch": 25, "iter": 3300, "lr": 0.09336, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.2475, "top5_acc": 0.49219, "loss_cls": 5.83651, "loss": 5.83651, "time": 0.60839} +{"mode": "train", "epoch": 25, "iter": 3400, "lr": 0.09335, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.24797, "top5_acc": 0.49375, "loss_cls": 5.85731, "loss": 5.85731, "time": 0.61227} +{"mode": "train", "epoch": 25, "iter": 3500, "lr": 0.09334, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25531, "top5_acc": 0.50156, "loss_cls": 5.81452, "loss": 5.81452, "time": 0.60393} +{"mode": "train", "epoch": 25, "iter": 3600, "lr": 0.09332, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.24875, "top5_acc": 0.49828, "loss_cls": 5.84246, "loss": 5.84246, "time": 0.6035} +{"mode": "train", "epoch": 25, "iter": 3700, "lr": 0.09331, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.24609, "top5_acc": 0.50656, "loss_cls": 5.83803, "loss": 5.83803, "time": 0.60733} +{"mode": "val", "epoch": 25, "iter": 309, "lr": 0.0933, "top1_acc": 0.1558, "top5_acc": 0.36707, "mean_class_accuracy": 0.15552} +{"mode": "train", "epoch": 26, "iter": 100, "lr": 0.09329, "memory": 16180, "data_time": 1.4036, "top1_acc": 0.25078, "top5_acc": 0.50203, "loss_cls": 5.82234, "loss": 5.82234, "time": 1.99763} +{"mode": "train", "epoch": 26, "iter": 200, "lr": 0.09327, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.25312, "top5_acc": 0.4975, "loss_cls": 5.8092, "loss": 5.8092, "time": 0.60125} +{"mode": "train", "epoch": 26, "iter": 300, "lr": 0.09326, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.24766, "top5_acc": 0.5, "loss_cls": 5.82158, "loss": 5.82158, "time": 0.60964} +{"mode": "train", "epoch": 26, "iter": 400, "lr": 0.09325, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24922, "top5_acc": 0.49922, "loss_cls": 5.81568, "loss": 5.81568, "time": 0.60255} +{"mode": "train", "epoch": 26, "iter": 500, "lr": 0.09323, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25641, "top5_acc": 0.50641, "loss_cls": 5.79559, "loss": 5.79559, "time": 0.59881} +{"mode": "train", "epoch": 26, "iter": 600, "lr": 0.09322, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24938, "top5_acc": 0.49625, "loss_cls": 5.84854, "loss": 5.84854, "time": 0.60376} +{"mode": "train", "epoch": 26, "iter": 700, "lr": 0.0932, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24672, "top5_acc": 0.50453, "loss_cls": 5.80779, "loss": 5.80779, "time": 0.59951} +{"mode": "train", "epoch": 26, "iter": 800, "lr": 0.09319, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25031, "top5_acc": 0.49953, "loss_cls": 5.84971, "loss": 5.84971, "time": 0.60045} +{"mode": "train", "epoch": 26, "iter": 900, "lr": 0.09318, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25547, "top5_acc": 0.50828, "loss_cls": 5.80942, "loss": 5.80942, "time": 0.60314} +{"mode": "train", "epoch": 26, "iter": 1000, "lr": 0.09316, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.23234, "top5_acc": 0.48359, "loss_cls": 5.873, "loss": 5.873, "time": 0.60489} +{"mode": "train", "epoch": 26, "iter": 1100, "lr": 0.09315, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25328, "top5_acc": 0.49641, "loss_cls": 5.85056, "loss": 5.85056, "time": 0.59753} +{"mode": "train", "epoch": 26, "iter": 1200, "lr": 0.09313, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24812, "top5_acc": 0.49859, "loss_cls": 5.82213, "loss": 5.82213, "time": 0.59991} +{"mode": "train", "epoch": 26, "iter": 1300, "lr": 0.09312, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24578, "top5_acc": 0.49438, "loss_cls": 5.84861, "loss": 5.84861, "time": 0.60064} +{"mode": "train", "epoch": 26, "iter": 1400, "lr": 0.0931, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.24922, "top5_acc": 0.50391, "loss_cls": 5.84332, "loss": 5.84332, "time": 0.61041} +{"mode": "train", "epoch": 26, "iter": 1500, "lr": 0.09309, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24453, "top5_acc": 0.50187, "loss_cls": 5.79294, "loss": 5.79294, "time": 0.60371} +{"mode": "train", "epoch": 26, "iter": 1600, "lr": 0.09308, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.25578, "top5_acc": 0.51141, "loss_cls": 5.81614, "loss": 5.81614, "time": 0.60429} +{"mode": "train", "epoch": 26, "iter": 1700, "lr": 0.09306, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.25422, "top5_acc": 0.50469, "loss_cls": 5.81249, "loss": 5.81249, "time": 0.60759} +{"mode": "train", "epoch": 26, "iter": 1800, "lr": 0.09305, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.25078, "top5_acc": 0.50703, "loss_cls": 5.84006, "loss": 5.84006, "time": 0.60756} +{"mode": "train", "epoch": 26, "iter": 1900, "lr": 0.09303, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25125, "top5_acc": 0.49438, "loss_cls": 5.84335, "loss": 5.84335, "time": 0.60189} +{"mode": "train", "epoch": 26, "iter": 2000, "lr": 0.09302, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24703, "top5_acc": 0.50109, "loss_cls": 5.84225, "loss": 5.84225, "time": 0.59841} +{"mode": "train", "epoch": 26, "iter": 2100, "lr": 0.093, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25438, "top5_acc": 0.50062, "loss_cls": 5.82303, "loss": 5.82303, "time": 0.59987} +{"mode": "train", "epoch": 26, "iter": 2200, "lr": 0.09299, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25328, "top5_acc": 0.50047, "loss_cls": 5.83334, "loss": 5.83334, "time": 0.5992} +{"mode": "train", "epoch": 26, "iter": 2300, "lr": 0.09298, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25234, "top5_acc": 0.50062, "loss_cls": 5.8287, "loss": 5.8287, "time": 0.60228} +{"mode": "train", "epoch": 26, "iter": 2400, "lr": 0.09296, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25578, "top5_acc": 0.50375, "loss_cls": 5.82951, "loss": 5.82951, "time": 0.6002} +{"mode": "train", "epoch": 26, "iter": 2500, "lr": 0.09295, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25203, "top5_acc": 0.50141, "loss_cls": 5.84474, "loss": 5.84474, "time": 0.59825} +{"mode": "train", "epoch": 26, "iter": 2600, "lr": 0.09293, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25406, "top5_acc": 0.50313, "loss_cls": 5.81057, "loss": 5.81057, "time": 0.59953} +{"mode": "train", "epoch": 26, "iter": 2700, "lr": 0.09292, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.23906, "top5_acc": 0.48078, "loss_cls": 5.90637, "loss": 5.90637, "time": 0.59661} +{"mode": "train", "epoch": 26, "iter": 2800, "lr": 0.0929, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24359, "top5_acc": 0.49359, "loss_cls": 5.85578, "loss": 5.85578, "time": 0.60089} +{"mode": "train", "epoch": 26, "iter": 2900, "lr": 0.09289, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.24531, "top5_acc": 0.49094, "loss_cls": 5.85294, "loss": 5.85294, "time": 0.60872} +{"mode": "train", "epoch": 26, "iter": 3000, "lr": 0.09288, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26297, "top5_acc": 0.50391, "loss_cls": 5.79405, "loss": 5.79405, "time": 0.60236} +{"mode": "train", "epoch": 26, "iter": 3100, "lr": 0.09286, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25719, "top5_acc": 0.50047, "loss_cls": 5.85043, "loss": 5.85043, "time": 0.60086} +{"mode": "train", "epoch": 26, "iter": 3200, "lr": 0.09285, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25297, "top5_acc": 0.4925, "loss_cls": 5.82568, "loss": 5.82568, "time": 0.60467} +{"mode": "train", "epoch": 26, "iter": 3300, "lr": 0.09283, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.24672, "top5_acc": 0.50359, "loss_cls": 5.81857, "loss": 5.81857, "time": 0.61002} +{"mode": "train", "epoch": 26, "iter": 3400, "lr": 0.09282, "memory": 16180, "data_time": 0.00048, "top1_acc": 0.24703, "top5_acc": 0.50094, "loss_cls": 5.81981, "loss": 5.81981, "time": 0.6092} +{"mode": "train", "epoch": 26, "iter": 3500, "lr": 0.0928, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25375, "top5_acc": 0.49812, "loss_cls": 5.84122, "loss": 5.84122, "time": 0.60033} +{"mode": "train", "epoch": 26, "iter": 3600, "lr": 0.09279, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.24656, "top5_acc": 0.50422, "loss_cls": 5.8508, "loss": 5.8508, "time": 0.60472} +{"mode": "train", "epoch": 26, "iter": 3700, "lr": 0.09278, "memory": 16180, "data_time": 0.00054, "top1_acc": 0.24891, "top5_acc": 0.50203, "loss_cls": 5.8466, "loss": 5.8466, "time": 0.60587} +{"mode": "val", "epoch": 26, "iter": 309, "lr": 0.09277, "top1_acc": 0.17859, "top5_acc": 0.40617, "mean_class_accuracy": 0.17843} +{"mode": "train", "epoch": 27, "iter": 100, "lr": 0.09275, "memory": 16180, "data_time": 1.46594, "top1_acc": 0.26141, "top5_acc": 0.51812, "loss_cls": 5.75537, "loss": 5.75537, "time": 2.06353} +{"mode": "train", "epoch": 27, "iter": 200, "lr": 0.09274, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25938, "top5_acc": 0.51203, "loss_cls": 5.7906, "loss": 5.7906, "time": 0.59991} +{"mode": "train", "epoch": 27, "iter": 300, "lr": 0.09272, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25625, "top5_acc": 0.51109, "loss_cls": 5.78121, "loss": 5.78121, "time": 0.60688} +{"mode": "train", "epoch": 27, "iter": 400, "lr": 0.09271, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25406, "top5_acc": 0.51172, "loss_cls": 5.78144, "loss": 5.78144, "time": 0.60128} +{"mode": "train", "epoch": 27, "iter": 500, "lr": 0.0927, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24828, "top5_acc": 0.50156, "loss_cls": 5.82418, "loss": 5.82418, "time": 0.59795} +{"mode": "train", "epoch": 27, "iter": 600, "lr": 0.09268, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25781, "top5_acc": 0.51, "loss_cls": 5.7801, "loss": 5.7801, "time": 0.60286} +{"mode": "train", "epoch": 27, "iter": 700, "lr": 0.09267, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24922, "top5_acc": 0.50781, "loss_cls": 5.80888, "loss": 5.80888, "time": 0.59864} +{"mode": "train", "epoch": 27, "iter": 800, "lr": 0.09265, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.25688, "top5_acc": 0.50891, "loss_cls": 5.80912, "loss": 5.80912, "time": 0.59825} +{"mode": "train", "epoch": 27, "iter": 900, "lr": 0.09264, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24469, "top5_acc": 0.49375, "loss_cls": 5.84129, "loss": 5.84129, "time": 0.59772} +{"mode": "train", "epoch": 27, "iter": 1000, "lr": 0.09262, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24266, "top5_acc": 0.50547, "loss_cls": 5.8499, "loss": 5.8499, "time": 0.60101} +{"mode": "train", "epoch": 27, "iter": 1100, "lr": 0.09261, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24078, "top5_acc": 0.50281, "loss_cls": 5.83193, "loss": 5.83193, "time": 0.59756} +{"mode": "train", "epoch": 27, "iter": 1200, "lr": 0.09259, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.255, "top5_acc": 0.49891, "loss_cls": 5.81862, "loss": 5.81862, "time": 0.59829} +{"mode": "train", "epoch": 27, "iter": 1300, "lr": 0.09258, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.24047, "top5_acc": 0.49469, "loss_cls": 5.86937, "loss": 5.86937, "time": 0.59931} +{"mode": "train", "epoch": 27, "iter": 1400, "lr": 0.09256, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25609, "top5_acc": 0.4975, "loss_cls": 5.82508, "loss": 5.82508, "time": 0.5991} +{"mode": "train", "epoch": 27, "iter": 1500, "lr": 0.09255, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24812, "top5_acc": 0.49359, "loss_cls": 5.83017, "loss": 5.83017, "time": 0.6025} +{"mode": "train", "epoch": 27, "iter": 1600, "lr": 0.09253, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.2375, "top5_acc": 0.49281, "loss_cls": 5.87107, "loss": 5.87107, "time": 0.60658} +{"mode": "train", "epoch": 27, "iter": 1700, "lr": 0.09252, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.25719, "top5_acc": 0.51391, "loss_cls": 5.78798, "loss": 5.78798, "time": 0.6027} +{"mode": "train", "epoch": 27, "iter": 1800, "lr": 0.09251, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24625, "top5_acc": 0.50328, "loss_cls": 5.83713, "loss": 5.83713, "time": 0.59807} +{"mode": "train", "epoch": 27, "iter": 1900, "lr": 0.09249, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24875, "top5_acc": 0.50141, "loss_cls": 5.84792, "loss": 5.84792, "time": 0.60324} +{"mode": "train", "epoch": 27, "iter": 2000, "lr": 0.09248, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25016, "top5_acc": 0.5075, "loss_cls": 5.82049, "loss": 5.82049, "time": 0.6007} +{"mode": "train", "epoch": 27, "iter": 2100, "lr": 0.09246, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25094, "top5_acc": 0.4975, "loss_cls": 5.82802, "loss": 5.82802, "time": 0.59837} +{"mode": "train", "epoch": 27, "iter": 2200, "lr": 0.09245, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.2525, "top5_acc": 0.50016, "loss_cls": 5.84247, "loss": 5.84247, "time": 0.60017} +{"mode": "train", "epoch": 27, "iter": 2300, "lr": 0.09243, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25922, "top5_acc": 0.50609, "loss_cls": 5.79443, "loss": 5.79443, "time": 0.60075} +{"mode": "train", "epoch": 27, "iter": 2400, "lr": 0.09242, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24547, "top5_acc": 0.50141, "loss_cls": 5.83352, "loss": 5.83352, "time": 0.59998} +{"mode": "train", "epoch": 27, "iter": 2500, "lr": 0.0924, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24594, "top5_acc": 0.5075, "loss_cls": 5.80579, "loss": 5.80579, "time": 0.59848} +{"mode": "train", "epoch": 27, "iter": 2600, "lr": 0.09239, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24297, "top5_acc": 0.50125, "loss_cls": 5.86047, "loss": 5.86047, "time": 0.60108} +{"mode": "train", "epoch": 27, "iter": 2700, "lr": 0.09237, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.24047, "top5_acc": 0.48609, "loss_cls": 5.88023, "loss": 5.88023, "time": 0.60451} +{"mode": "train", "epoch": 27, "iter": 2800, "lr": 0.09236, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.255, "top5_acc": 0.49906, "loss_cls": 5.83936, "loss": 5.83936, "time": 0.60154} +{"mode": "train", "epoch": 27, "iter": 2900, "lr": 0.09234, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24859, "top5_acc": 0.50766, "loss_cls": 5.79576, "loss": 5.79576, "time": 0.5987} +{"mode": "train", "epoch": 27, "iter": 3000, "lr": 0.09233, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25125, "top5_acc": 0.49828, "loss_cls": 5.85314, "loss": 5.85314, "time": 0.59973} +{"mode": "train", "epoch": 27, "iter": 3100, "lr": 0.09231, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.26, "top5_acc": 0.49938, "loss_cls": 5.81015, "loss": 5.81015, "time": 0.60608} +{"mode": "train", "epoch": 27, "iter": 3200, "lr": 0.0923, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.25547, "top5_acc": 0.50344, "loss_cls": 5.82609, "loss": 5.82609, "time": 0.60529} +{"mode": "train", "epoch": 27, "iter": 3300, "lr": 0.09228, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26422, "top5_acc": 0.51672, "loss_cls": 5.7683, "loss": 5.7683, "time": 0.62067} +{"mode": "train", "epoch": 27, "iter": 3400, "lr": 0.09227, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25391, "top5_acc": 0.49938, "loss_cls": 5.82545, "loss": 5.82545, "time": 0.60861} +{"mode": "train", "epoch": 27, "iter": 3500, "lr": 0.09225, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24656, "top5_acc": 0.50156, "loss_cls": 5.83507, "loss": 5.83507, "time": 0.5967} +{"mode": "train", "epoch": 27, "iter": 3600, "lr": 0.09224, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24906, "top5_acc": 0.49688, "loss_cls": 5.83068, "loss": 5.83068, "time": 0.60566} +{"mode": "train", "epoch": 27, "iter": 3700, "lr": 0.09222, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.24609, "top5_acc": 0.48969, "loss_cls": 5.86976, "loss": 5.86976, "time": 0.60858} +{"mode": "val", "epoch": 27, "iter": 309, "lr": 0.09222, "top1_acc": 0.17485, "top5_acc": 0.39457, "mean_class_accuracy": 0.17479} +{"mode": "train", "epoch": 28, "iter": 100, "lr": 0.0922, "memory": 16180, "data_time": 1.42159, "top1_acc": 0.26141, "top5_acc": 0.51125, "loss_cls": 5.76721, "loss": 5.76721, "time": 2.01662} +{"mode": "train", "epoch": 28, "iter": 200, "lr": 0.09219, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25781, "top5_acc": 0.51313, "loss_cls": 5.75645, "loss": 5.75645, "time": 0.59987} +{"mode": "train", "epoch": 28, "iter": 300, "lr": 0.09217, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.2625, "top5_acc": 0.51469, "loss_cls": 5.78402, "loss": 5.78402, "time": 0.60703} +{"mode": "train", "epoch": 28, "iter": 400, "lr": 0.09216, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25719, "top5_acc": 0.50469, "loss_cls": 5.79249, "loss": 5.79249, "time": 0.60514} +{"mode": "train", "epoch": 28, "iter": 500, "lr": 0.09214, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25312, "top5_acc": 0.49906, "loss_cls": 5.81949, "loss": 5.81949, "time": 0.59546} +{"mode": "train", "epoch": 28, "iter": 600, "lr": 0.09213, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25406, "top5_acc": 0.50969, "loss_cls": 5.79525, "loss": 5.79525, "time": 0.60083} +{"mode": "train", "epoch": 28, "iter": 700, "lr": 0.09211, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24969, "top5_acc": 0.49906, "loss_cls": 5.84309, "loss": 5.84309, "time": 0.59726} +{"mode": "train", "epoch": 28, "iter": 800, "lr": 0.0921, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24406, "top5_acc": 0.5025, "loss_cls": 5.85383, "loss": 5.85383, "time": 0.59883} +{"mode": "train", "epoch": 28, "iter": 900, "lr": 0.09208, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24875, "top5_acc": 0.50266, "loss_cls": 5.82873, "loss": 5.82873, "time": 0.59976} +{"mode": "train", "epoch": 28, "iter": 1000, "lr": 0.09207, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25781, "top5_acc": 0.50109, "loss_cls": 5.81279, "loss": 5.81279, "time": 0.59792} +{"mode": "train", "epoch": 28, "iter": 1100, "lr": 0.09205, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25969, "top5_acc": 0.51562, "loss_cls": 5.76381, "loss": 5.76381, "time": 0.59964} +{"mode": "train", "epoch": 28, "iter": 1200, "lr": 0.09204, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24766, "top5_acc": 0.49922, "loss_cls": 5.844, "loss": 5.844, "time": 0.59924} +{"mode": "train", "epoch": 28, "iter": 1300, "lr": 0.09202, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25266, "top5_acc": 0.5075, "loss_cls": 5.81492, "loss": 5.81492, "time": 0.60318} +{"mode": "train", "epoch": 28, "iter": 1400, "lr": 0.09201, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25719, "top5_acc": 0.49984, "loss_cls": 5.826, "loss": 5.826, "time": 0.60094} +{"mode": "train", "epoch": 28, "iter": 1500, "lr": 0.09199, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26047, "top5_acc": 0.5, "loss_cls": 5.79424, "loss": 5.79424, "time": 0.60096} +{"mode": "train", "epoch": 28, "iter": 1600, "lr": 0.09198, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.2525, "top5_acc": 0.50281, "loss_cls": 5.81117, "loss": 5.81117, "time": 0.6086} +{"mode": "train", "epoch": 28, "iter": 1700, "lr": 0.09196, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25234, "top5_acc": 0.50219, "loss_cls": 5.79232, "loss": 5.79232, "time": 0.60158} +{"mode": "train", "epoch": 28, "iter": 1800, "lr": 0.09194, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.2525, "top5_acc": 0.49844, "loss_cls": 5.80781, "loss": 5.80781, "time": 0.59941} +{"mode": "train", "epoch": 28, "iter": 1900, "lr": 0.09193, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24781, "top5_acc": 0.49828, "loss_cls": 5.81952, "loss": 5.81952, "time": 0.6009} +{"mode": "train", "epoch": 28, "iter": 2000, "lr": 0.09191, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24719, "top5_acc": 0.49188, "loss_cls": 5.84929, "loss": 5.84929, "time": 0.59986} +{"mode": "train", "epoch": 28, "iter": 2100, "lr": 0.0919, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25234, "top5_acc": 0.51062, "loss_cls": 5.7992, "loss": 5.7992, "time": 0.60175} +{"mode": "train", "epoch": 28, "iter": 2200, "lr": 0.09188, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.23641, "top5_acc": 0.49156, "loss_cls": 5.89144, "loss": 5.89144, "time": 0.6005} +{"mode": "train", "epoch": 28, "iter": 2300, "lr": 0.09187, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24266, "top5_acc": 0.51141, "loss_cls": 5.8239, "loss": 5.8239, "time": 0.59654} +{"mode": "train", "epoch": 28, "iter": 2400, "lr": 0.09185, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25672, "top5_acc": 0.50344, "loss_cls": 5.80923, "loss": 5.80923, "time": 0.60044} +{"mode": "train", "epoch": 28, "iter": 2500, "lr": 0.09184, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25828, "top5_acc": 0.51203, "loss_cls": 5.7989, "loss": 5.7989, "time": 0.59892} +{"mode": "train", "epoch": 28, "iter": 2600, "lr": 0.09182, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.2425, "top5_acc": 0.49516, "loss_cls": 5.86409, "loss": 5.86409, "time": 0.59751} +{"mode": "train", "epoch": 28, "iter": 2700, "lr": 0.09181, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24688, "top5_acc": 0.5, "loss_cls": 5.84069, "loss": 5.84069, "time": 0.6} +{"mode": "train", "epoch": 28, "iter": 2800, "lr": 0.09179, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26062, "top5_acc": 0.51188, "loss_cls": 5.76428, "loss": 5.76428, "time": 0.6002} +{"mode": "train", "epoch": 28, "iter": 2900, "lr": 0.09178, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24156, "top5_acc": 0.50453, "loss_cls": 5.821, "loss": 5.821, "time": 0.59949} +{"mode": "train", "epoch": 28, "iter": 3000, "lr": 0.09176, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24953, "top5_acc": 0.50047, "loss_cls": 5.84012, "loss": 5.84012, "time": 0.59893} +{"mode": "train", "epoch": 28, "iter": 3100, "lr": 0.09175, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24953, "top5_acc": 0.49797, "loss_cls": 5.84012, "loss": 5.84012, "time": 0.59746} +{"mode": "train", "epoch": 28, "iter": 3200, "lr": 0.09173, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25266, "top5_acc": 0.50125, "loss_cls": 5.81206, "loss": 5.81206, "time": 0.60956} +{"mode": "train", "epoch": 28, "iter": 3300, "lr": 0.09172, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.24672, "top5_acc": 0.4975, "loss_cls": 5.8712, "loss": 5.8712, "time": 0.61799} +{"mode": "train", "epoch": 28, "iter": 3400, "lr": 0.0917, "memory": 16180, "data_time": 0.00046, "top1_acc": 0.26094, "top5_acc": 0.50328, "loss_cls": 5.81761, "loss": 5.81761, "time": 0.60848} +{"mode": "train", "epoch": 28, "iter": 3500, "lr": 0.09168, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25688, "top5_acc": 0.51094, "loss_cls": 5.80955, "loss": 5.80955, "time": 0.60314} +{"mode": "train", "epoch": 28, "iter": 3600, "lr": 0.09167, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25016, "top5_acc": 0.50875, "loss_cls": 5.81558, "loss": 5.81558, "time": 0.60808} +{"mode": "train", "epoch": 28, "iter": 3700, "lr": 0.09165, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.25219, "top5_acc": 0.50781, "loss_cls": 5.80528, "loss": 5.80528, "time": 0.60391} +{"mode": "val", "epoch": 28, "iter": 309, "lr": 0.09165, "top1_acc": 0.17606, "top5_acc": 0.39173, "mean_class_accuracy": 0.17588} +{"mode": "train", "epoch": 29, "iter": 100, "lr": 0.09163, "memory": 16180, "data_time": 1.45104, "top1_acc": 0.25844, "top5_acc": 0.51219, "loss_cls": 5.77765, "loss": 5.77765, "time": 2.04475} +{"mode": "train", "epoch": 29, "iter": 200, "lr": 0.09162, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24562, "top5_acc": 0.49562, "loss_cls": 5.8479, "loss": 5.8479, "time": 0.597} +{"mode": "train", "epoch": 29, "iter": 300, "lr": 0.0916, "memory": 16180, "data_time": 0.00048, "top1_acc": 0.25688, "top5_acc": 0.50984, "loss_cls": 5.7768, "loss": 5.7768, "time": 0.60553} +{"mode": "train", "epoch": 29, "iter": 400, "lr": 0.09158, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24609, "top5_acc": 0.50328, "loss_cls": 5.80443, "loss": 5.80443, "time": 0.61349} +{"mode": "train", "epoch": 29, "iter": 500, "lr": 0.09157, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26125, "top5_acc": 0.50266, "loss_cls": 5.80274, "loss": 5.80274, "time": 0.6001} +{"mode": "train", "epoch": 29, "iter": 600, "lr": 0.09155, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26281, "top5_acc": 0.51172, "loss_cls": 5.78593, "loss": 5.78593, "time": 0.60036} +{"mode": "train", "epoch": 29, "iter": 700, "lr": 0.09154, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25219, "top5_acc": 0.50313, "loss_cls": 5.8133, "loss": 5.8133, "time": 0.59969} +{"mode": "train", "epoch": 29, "iter": 800, "lr": 0.09152, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25, "top5_acc": 0.49875, "loss_cls": 5.81864, "loss": 5.81864, "time": 0.59821} +{"mode": "train", "epoch": 29, "iter": 900, "lr": 0.09151, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.25312, "top5_acc": 0.50719, "loss_cls": 5.79949, "loss": 5.79949, "time": 0.60554} +{"mode": "train", "epoch": 29, "iter": 1000, "lr": 0.09149, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.25422, "top5_acc": 0.50719, "loss_cls": 5.78521, "loss": 5.78521, "time": 0.60733} +{"mode": "train", "epoch": 29, "iter": 1100, "lr": 0.09148, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26078, "top5_acc": 0.51656, "loss_cls": 5.7552, "loss": 5.7552, "time": 0.60075} +{"mode": "train", "epoch": 29, "iter": 1200, "lr": 0.09146, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.26094, "top5_acc": 0.50344, "loss_cls": 5.79613, "loss": 5.79613, "time": 0.60585} +{"mode": "train", "epoch": 29, "iter": 1300, "lr": 0.09144, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25406, "top5_acc": 0.50703, "loss_cls": 5.82929, "loss": 5.82929, "time": 0.60027} +{"mode": "train", "epoch": 29, "iter": 1400, "lr": 0.09143, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25125, "top5_acc": 0.50125, "loss_cls": 5.83506, "loss": 5.83506, "time": 0.59968} +{"mode": "train", "epoch": 29, "iter": 1500, "lr": 0.09141, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.24562, "top5_acc": 0.50875, "loss_cls": 5.79063, "loss": 5.79063, "time": 0.60627} +{"mode": "train", "epoch": 29, "iter": 1600, "lr": 0.0914, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.24719, "top5_acc": 0.50375, "loss_cls": 5.82416, "loss": 5.82416, "time": 0.60456} +{"mode": "train", "epoch": 29, "iter": 1700, "lr": 0.09138, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25391, "top5_acc": 0.50719, "loss_cls": 5.80302, "loss": 5.80302, "time": 0.59948} +{"mode": "train", "epoch": 29, "iter": 1800, "lr": 0.09137, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.25562, "top5_acc": 0.50094, "loss_cls": 5.81775, "loss": 5.81775, "time": 0.60503} +{"mode": "train", "epoch": 29, "iter": 1900, "lr": 0.09135, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.24938, "top5_acc": 0.50844, "loss_cls": 5.79963, "loss": 5.79963, "time": 0.60925} +{"mode": "train", "epoch": 29, "iter": 2000, "lr": 0.09133, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24828, "top5_acc": 0.50266, "loss_cls": 5.82357, "loss": 5.82357, "time": 0.60509} +{"mode": "train", "epoch": 29, "iter": 2100, "lr": 0.09132, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24953, "top5_acc": 0.50766, "loss_cls": 5.83391, "loss": 5.83391, "time": 0.60425} +{"mode": "train", "epoch": 29, "iter": 2200, "lr": 0.0913, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.2425, "top5_acc": 0.50828, "loss_cls": 5.84331, "loss": 5.84331, "time": 0.61071} +{"mode": "train", "epoch": 29, "iter": 2300, "lr": 0.09129, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.25266, "top5_acc": 0.49359, "loss_cls": 5.83853, "loss": 5.83853, "time": 0.60989} +{"mode": "train", "epoch": 29, "iter": 2400, "lr": 0.09127, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25609, "top5_acc": 0.50938, "loss_cls": 5.80165, "loss": 5.80165, "time": 0.60237} +{"mode": "train", "epoch": 29, "iter": 2500, "lr": 0.09126, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.25438, "top5_acc": 0.50297, "loss_cls": 5.84134, "loss": 5.84134, "time": 0.60913} +{"mode": "train", "epoch": 29, "iter": 2600, "lr": 0.09124, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.25531, "top5_acc": 0.49953, "loss_cls": 5.83477, "loss": 5.83477, "time": 0.60492} +{"mode": "train", "epoch": 29, "iter": 2700, "lr": 0.09122, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.25578, "top5_acc": 0.50719, "loss_cls": 5.80848, "loss": 5.80848, "time": 0.60481} +{"mode": "train", "epoch": 29, "iter": 2800, "lr": 0.09121, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.25047, "top5_acc": 0.50562, "loss_cls": 5.81355, "loss": 5.81355, "time": 0.6077} +{"mode": "train", "epoch": 29, "iter": 2900, "lr": 0.09119, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25391, "top5_acc": 0.49859, "loss_cls": 5.83524, "loss": 5.83524, "time": 0.59889} +{"mode": "train", "epoch": 29, "iter": 3000, "lr": 0.09118, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25531, "top5_acc": 0.50047, "loss_cls": 5.83715, "loss": 5.83715, "time": 0.59911} +{"mode": "train", "epoch": 29, "iter": 3100, "lr": 0.09116, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26172, "top5_acc": 0.51484, "loss_cls": 5.75941, "loss": 5.75941, "time": 0.59943} +{"mode": "train", "epoch": 29, "iter": 3200, "lr": 0.09114, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.25109, "top5_acc": 0.49234, "loss_cls": 5.8442, "loss": 5.8442, "time": 0.60886} +{"mode": "train", "epoch": 29, "iter": 3300, "lr": 0.09113, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.25391, "top5_acc": 0.5075, "loss_cls": 5.82058, "loss": 5.82058, "time": 0.60979} +{"mode": "train", "epoch": 29, "iter": 3400, "lr": 0.09111, "memory": 16180, "data_time": 0.0005, "top1_acc": 0.25266, "top5_acc": 0.50125, "loss_cls": 5.82904, "loss": 5.82904, "time": 0.60246} +{"mode": "train", "epoch": 29, "iter": 3500, "lr": 0.0911, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.25094, "top5_acc": 0.51328, "loss_cls": 5.79924, "loss": 5.79924, "time": 0.60488} +{"mode": "train", "epoch": 29, "iter": 3600, "lr": 0.09108, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.24469, "top5_acc": 0.48734, "loss_cls": 5.87368, "loss": 5.87368, "time": 0.60722} +{"mode": "train", "epoch": 29, "iter": 3700, "lr": 0.09106, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24656, "top5_acc": 0.50656, "loss_cls": 5.81726, "loss": 5.81726, "time": 0.60153} +{"mode": "val", "epoch": 29, "iter": 309, "lr": 0.09106, "top1_acc": 0.16158, "top5_acc": 0.38444, "mean_class_accuracy": 0.16145} +{"mode": "train", "epoch": 30, "iter": 100, "lr": 0.09104, "memory": 16180, "data_time": 1.38092, "top1_acc": 0.25719, "top5_acc": 0.50688, "loss_cls": 5.7815, "loss": 5.7815, "time": 1.97865} +{"mode": "train", "epoch": 30, "iter": 200, "lr": 0.09103, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25906, "top5_acc": 0.51062, "loss_cls": 5.78117, "loss": 5.78117, "time": 0.59838} +{"mode": "train", "epoch": 30, "iter": 300, "lr": 0.09101, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25578, "top5_acc": 0.49984, "loss_cls": 5.82659, "loss": 5.82659, "time": 0.60635} +{"mode": "train", "epoch": 30, "iter": 400, "lr": 0.09099, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25484, "top5_acc": 0.50891, "loss_cls": 5.78465, "loss": 5.78465, "time": 0.60339} +{"mode": "train", "epoch": 30, "iter": 500, "lr": 0.09098, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24516, "top5_acc": 0.51094, "loss_cls": 5.79228, "loss": 5.79228, "time": 0.60008} +{"mode": "train", "epoch": 30, "iter": 600, "lr": 0.09096, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25375, "top5_acc": 0.51, "loss_cls": 5.80469, "loss": 5.80469, "time": 0.59673} +{"mode": "train", "epoch": 30, "iter": 700, "lr": 0.09095, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26125, "top5_acc": 0.51109, "loss_cls": 5.77488, "loss": 5.77488, "time": 0.60071} +{"mode": "train", "epoch": 30, "iter": 800, "lr": 0.09093, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24969, "top5_acc": 0.50391, "loss_cls": 5.81132, "loss": 5.81132, "time": 0.59585} +{"mode": "train", "epoch": 30, "iter": 900, "lr": 0.09091, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25156, "top5_acc": 0.50281, "loss_cls": 5.79414, "loss": 5.79414, "time": 0.59762} +{"mode": "train", "epoch": 30, "iter": 1000, "lr": 0.0909, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.25234, "top5_acc": 0.49984, "loss_cls": 5.8361, "loss": 5.8361, "time": 0.60531} +{"mode": "train", "epoch": 30, "iter": 1100, "lr": 0.09088, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.255, "top5_acc": 0.50656, "loss_cls": 5.82663, "loss": 5.82663, "time": 0.6119} +{"mode": "train", "epoch": 30, "iter": 1200, "lr": 0.09087, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.25734, "top5_acc": 0.50422, "loss_cls": 5.80387, "loss": 5.80387, "time": 0.60736} +{"mode": "train", "epoch": 30, "iter": 1300, "lr": 0.09085, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.26094, "top5_acc": 0.51109, "loss_cls": 5.79591, "loss": 5.79591, "time": 0.60277} +{"mode": "train", "epoch": 30, "iter": 1400, "lr": 0.09083, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25078, "top5_acc": 0.50422, "loss_cls": 5.80389, "loss": 5.80389, "time": 0.60113} +{"mode": "train", "epoch": 30, "iter": 1500, "lr": 0.09082, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25609, "top5_acc": 0.51344, "loss_cls": 5.75724, "loss": 5.75724, "time": 0.60357} +{"mode": "train", "epoch": 30, "iter": 1600, "lr": 0.0908, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25344, "top5_acc": 0.49828, "loss_cls": 5.81672, "loss": 5.81672, "time": 0.60279} +{"mode": "train", "epoch": 30, "iter": 1700, "lr": 0.09078, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25078, "top5_acc": 0.50109, "loss_cls": 5.80965, "loss": 5.80965, "time": 0.60449} +{"mode": "train", "epoch": 30, "iter": 1800, "lr": 0.09077, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25234, "top5_acc": 0.50406, "loss_cls": 5.81237, "loss": 5.81237, "time": 0.59948} +{"mode": "train", "epoch": 30, "iter": 1900, "lr": 0.09075, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25812, "top5_acc": 0.51562, "loss_cls": 5.7525, "loss": 5.7525, "time": 0.60102} +{"mode": "train", "epoch": 30, "iter": 2000, "lr": 0.09074, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25203, "top5_acc": 0.50688, "loss_cls": 5.7935, "loss": 5.7935, "time": 0.60123} +{"mode": "train", "epoch": 30, "iter": 2100, "lr": 0.09072, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26109, "top5_acc": 0.515, "loss_cls": 5.78637, "loss": 5.78637, "time": 0.59843} +{"mode": "train", "epoch": 30, "iter": 2200, "lr": 0.0907, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24391, "top5_acc": 0.49516, "loss_cls": 5.85523, "loss": 5.85523, "time": 0.59814} +{"mode": "train", "epoch": 30, "iter": 2300, "lr": 0.09069, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25344, "top5_acc": 0.50469, "loss_cls": 5.84602, "loss": 5.84602, "time": 0.60237} +{"mode": "train", "epoch": 30, "iter": 2400, "lr": 0.09067, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25203, "top5_acc": 0.50187, "loss_cls": 5.78585, "loss": 5.78585, "time": 0.59916} +{"mode": "train", "epoch": 30, "iter": 2500, "lr": 0.09065, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25, "top5_acc": 0.50688, "loss_cls": 5.82013, "loss": 5.82013, "time": 0.60084} +{"mode": "train", "epoch": 30, "iter": 2600, "lr": 0.09064, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25125, "top5_acc": 0.50375, "loss_cls": 5.81128, "loss": 5.81128, "time": 0.59574} +{"mode": "train", "epoch": 30, "iter": 2700, "lr": 0.09062, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24172, "top5_acc": 0.49859, "loss_cls": 5.8513, "loss": 5.8513, "time": 0.59689} +{"mode": "train", "epoch": 30, "iter": 2800, "lr": 0.09061, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25016, "top5_acc": 0.50875, "loss_cls": 5.80562, "loss": 5.80562, "time": 0.59918} +{"mode": "train", "epoch": 30, "iter": 2900, "lr": 0.09059, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.25359, "top5_acc": 0.50297, "loss_cls": 5.81163, "loss": 5.81163, "time": 0.6044} +{"mode": "train", "epoch": 30, "iter": 3000, "lr": 0.09057, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.25281, "top5_acc": 0.50719, "loss_cls": 5.81785, "loss": 5.81785, "time": 0.61011} +{"mode": "train", "epoch": 30, "iter": 3100, "lr": 0.09056, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.24703, "top5_acc": 0.49609, "loss_cls": 5.8573, "loss": 5.8573, "time": 0.61042} +{"mode": "train", "epoch": 30, "iter": 3200, "lr": 0.09054, "memory": 16180, "data_time": 0.00051, "top1_acc": 0.25953, "top5_acc": 0.50719, "loss_cls": 5.79995, "loss": 5.79995, "time": 0.61359} +{"mode": "train", "epoch": 30, "iter": 3300, "lr": 0.09052, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.24969, "top5_acc": 0.49781, "loss_cls": 5.84957, "loss": 5.84957, "time": 0.61075} +{"mode": "train", "epoch": 30, "iter": 3400, "lr": 0.09051, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25938, "top5_acc": 0.50203, "loss_cls": 5.8013, "loss": 5.8013, "time": 0.59708} +{"mode": "train", "epoch": 30, "iter": 3500, "lr": 0.09049, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25703, "top5_acc": 0.50906, "loss_cls": 5.79746, "loss": 5.79746, "time": 0.60294} +{"mode": "train", "epoch": 30, "iter": 3600, "lr": 0.09047, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25344, "top5_acc": 0.5, "loss_cls": 5.83116, "loss": 5.83116, "time": 0.60718} +{"mode": "train", "epoch": 30, "iter": 3700, "lr": 0.09046, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24828, "top5_acc": 0.49844, "loss_cls": 5.83668, "loss": 5.83668, "time": 0.60661} +{"mode": "val", "epoch": 30, "iter": 309, "lr": 0.09045, "top1_acc": 0.18148, "top5_acc": 0.40273, "mean_class_accuracy": 0.18127} +{"mode": "train", "epoch": 31, "iter": 100, "lr": 0.09043, "memory": 16180, "data_time": 1.4202, "top1_acc": 0.24906, "top5_acc": 0.50438, "loss_cls": 5.75662, "loss": 5.75662, "time": 2.01529} +{"mode": "train", "epoch": 31, "iter": 200, "lr": 0.09042, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25781, "top5_acc": 0.505, "loss_cls": 5.80485, "loss": 5.80485, "time": 0.59958} +{"mode": "train", "epoch": 31, "iter": 300, "lr": 0.0904, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24812, "top5_acc": 0.50469, "loss_cls": 5.82339, "loss": 5.82339, "time": 0.60417} +{"mode": "train", "epoch": 31, "iter": 400, "lr": 0.09039, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25453, "top5_acc": 0.51391, "loss_cls": 5.75869, "loss": 5.75869, "time": 0.61037} +{"mode": "train", "epoch": 31, "iter": 500, "lr": 0.09037, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25406, "top5_acc": 0.49875, "loss_cls": 5.81696, "loss": 5.81696, "time": 0.60198} +{"mode": "train", "epoch": 31, "iter": 600, "lr": 0.09035, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25219, "top5_acc": 0.49719, "loss_cls": 5.84389, "loss": 5.84389, "time": 0.60111} +{"mode": "train", "epoch": 31, "iter": 700, "lr": 0.09034, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25094, "top5_acc": 0.50313, "loss_cls": 5.7955, "loss": 5.7955, "time": 0.60624} +{"mode": "train", "epoch": 31, "iter": 800, "lr": 0.09032, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26, "top5_acc": 0.51844, "loss_cls": 5.77192, "loss": 5.77192, "time": 0.59961} +{"mode": "train", "epoch": 31, "iter": 900, "lr": 0.0903, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25047, "top5_acc": 0.50875, "loss_cls": 5.81099, "loss": 5.81099, "time": 0.59683} +{"mode": "train", "epoch": 31, "iter": 1000, "lr": 0.09029, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25188, "top5_acc": 0.51125, "loss_cls": 5.80946, "loss": 5.80946, "time": 0.60121} +{"mode": "train", "epoch": 31, "iter": 1100, "lr": 0.09027, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25, "top5_acc": 0.50469, "loss_cls": 5.79345, "loss": 5.79345, "time": 0.5993} +{"mode": "train", "epoch": 31, "iter": 1200, "lr": 0.09025, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25453, "top5_acc": 0.50719, "loss_cls": 5.7939, "loss": 5.7939, "time": 0.59725} +{"mode": "train", "epoch": 31, "iter": 1300, "lr": 0.09024, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25688, "top5_acc": 0.51422, "loss_cls": 5.77905, "loss": 5.77905, "time": 0.59715} +{"mode": "train", "epoch": 31, "iter": 1400, "lr": 0.09022, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25219, "top5_acc": 0.50484, "loss_cls": 5.80874, "loss": 5.80874, "time": 0.59954} +{"mode": "train", "epoch": 31, "iter": 1500, "lr": 0.0902, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25703, "top5_acc": 0.49922, "loss_cls": 5.81379, "loss": 5.81379, "time": 0.59712} +{"mode": "train", "epoch": 31, "iter": 1600, "lr": 0.09019, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24, "top5_acc": 0.48422, "loss_cls": 5.89456, "loss": 5.89456, "time": 0.60016} +{"mode": "train", "epoch": 31, "iter": 1700, "lr": 0.09017, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24984, "top5_acc": 0.49438, "loss_cls": 5.84926, "loss": 5.84926, "time": 0.60102} +{"mode": "train", "epoch": 31, "iter": 1800, "lr": 0.09015, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.2425, "top5_acc": 0.49625, "loss_cls": 5.83146, "loss": 5.83146, "time": 0.59949} +{"mode": "train", "epoch": 31, "iter": 1900, "lr": 0.09014, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25719, "top5_acc": 0.50766, "loss_cls": 5.77667, "loss": 5.77667, "time": 0.59917} +{"mode": "train", "epoch": 31, "iter": 2000, "lr": 0.09012, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.24828, "top5_acc": 0.50344, "loss_cls": 5.81315, "loss": 5.81315, "time": 0.60681} +{"mode": "train", "epoch": 31, "iter": 2100, "lr": 0.0901, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.25422, "top5_acc": 0.50156, "loss_cls": 5.83139, "loss": 5.83139, "time": 0.61126} +{"mode": "train", "epoch": 31, "iter": 2200, "lr": 0.09009, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26156, "top5_acc": 0.50562, "loss_cls": 5.79406, "loss": 5.79406, "time": 0.60306} +{"mode": "train", "epoch": 31, "iter": 2300, "lr": 0.09007, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.25219, "top5_acc": 0.50938, "loss_cls": 5.8044, "loss": 5.8044, "time": 0.60717} +{"mode": "train", "epoch": 31, "iter": 2400, "lr": 0.09005, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25156, "top5_acc": 0.50344, "loss_cls": 5.79878, "loss": 5.79878, "time": 0.60055} +{"mode": "train", "epoch": 31, "iter": 2500, "lr": 0.09004, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25109, "top5_acc": 0.50656, "loss_cls": 5.83249, "loss": 5.83249, "time": 0.6005} +{"mode": "train", "epoch": 31, "iter": 2600, "lr": 0.09002, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25219, "top5_acc": 0.50484, "loss_cls": 5.81371, "loss": 5.81371, "time": 0.59981} +{"mode": "train", "epoch": 31, "iter": 2700, "lr": 0.09, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24703, "top5_acc": 0.50391, "loss_cls": 5.8133, "loss": 5.8133, "time": 0.605} +{"mode": "train", "epoch": 31, "iter": 2800, "lr": 0.08999, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25344, "top5_acc": 0.51375, "loss_cls": 5.78745, "loss": 5.78745, "time": 0.59816} +{"mode": "train", "epoch": 31, "iter": 2900, "lr": 0.08997, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24844, "top5_acc": 0.5025, "loss_cls": 5.81475, "loss": 5.81475, "time": 0.59989} +{"mode": "train", "epoch": 31, "iter": 3000, "lr": 0.08995, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24703, "top5_acc": 0.50266, "loss_cls": 5.81989, "loss": 5.81989, "time": 0.60139} +{"mode": "train", "epoch": 31, "iter": 3100, "lr": 0.08994, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.25734, "top5_acc": 0.50828, "loss_cls": 5.80675, "loss": 5.80675, "time": 0.60652} +{"mode": "train", "epoch": 31, "iter": 3200, "lr": 0.08992, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.25484, "top5_acc": 0.50547, "loss_cls": 5.78624, "loss": 5.78624, "time": 0.6104} +{"mode": "train", "epoch": 31, "iter": 3300, "lr": 0.0899, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24312, "top5_acc": 0.49938, "loss_cls": 5.84378, "loss": 5.84378, "time": 0.61044} +{"mode": "train", "epoch": 31, "iter": 3400, "lr": 0.08989, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25844, "top5_acc": 0.51328, "loss_cls": 5.79077, "loss": 5.79077, "time": 0.60338} +{"mode": "train", "epoch": 31, "iter": 3500, "lr": 0.08987, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25453, "top5_acc": 0.51078, "loss_cls": 5.79646, "loss": 5.79646, "time": 0.60525} +{"mode": "train", "epoch": 31, "iter": 3600, "lr": 0.08985, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25625, "top5_acc": 0.50109, "loss_cls": 5.78955, "loss": 5.78955, "time": 0.6114} +{"mode": "train", "epoch": 31, "iter": 3700, "lr": 0.08983, "memory": 16180, "data_time": 0.00074, "top1_acc": 0.24531, "top5_acc": 0.50375, "loss_cls": 5.82453, "loss": 5.82453, "time": 0.60278} +{"mode": "val", "epoch": 31, "iter": 309, "lr": 0.08983, "top1_acc": 0.15398, "top5_acc": 0.35218, "mean_class_accuracy": 0.15388} +{"mode": "train", "epoch": 32, "iter": 100, "lr": 0.08981, "memory": 16180, "data_time": 1.44672, "top1_acc": 0.27125, "top5_acc": 0.51281, "loss_cls": 5.75202, "loss": 5.75202, "time": 2.04565} +{"mode": "train", "epoch": 32, "iter": 200, "lr": 0.08979, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26469, "top5_acc": 0.52391, "loss_cls": 5.74501, "loss": 5.74501, "time": 0.59791} +{"mode": "train", "epoch": 32, "iter": 300, "lr": 0.08978, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26375, "top5_acc": 0.50547, "loss_cls": 5.7893, "loss": 5.7893, "time": 0.60134} +{"mode": "train", "epoch": 32, "iter": 400, "lr": 0.08976, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25297, "top5_acc": 0.50484, "loss_cls": 5.80407, "loss": 5.80407, "time": 0.60453} +{"mode": "train", "epoch": 32, "iter": 500, "lr": 0.08974, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.2525, "top5_acc": 0.50609, "loss_cls": 5.8255, "loss": 5.8255, "time": 0.6017} +{"mode": "train", "epoch": 32, "iter": 600, "lr": 0.08973, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25047, "top5_acc": 0.50672, "loss_cls": 5.81541, "loss": 5.81541, "time": 0.59799} +{"mode": "train", "epoch": 32, "iter": 700, "lr": 0.08971, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.255, "top5_acc": 0.505, "loss_cls": 5.79825, "loss": 5.79825, "time": 0.60046} +{"mode": "train", "epoch": 32, "iter": 800, "lr": 0.08969, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24938, "top5_acc": 0.50781, "loss_cls": 5.81995, "loss": 5.81995, "time": 0.59762} +{"mode": "train", "epoch": 32, "iter": 900, "lr": 0.08967, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25172, "top5_acc": 0.50562, "loss_cls": 5.81061, "loss": 5.81061, "time": 0.59919} +{"mode": "train", "epoch": 32, "iter": 1000, "lr": 0.08966, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24766, "top5_acc": 0.50266, "loss_cls": 5.81647, "loss": 5.81647, "time": 0.59654} +{"mode": "train", "epoch": 32, "iter": 1100, "lr": 0.08964, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25734, "top5_acc": 0.50813, "loss_cls": 5.77184, "loss": 5.77184, "time": 0.5965} +{"mode": "train", "epoch": 32, "iter": 1200, "lr": 0.08962, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25719, "top5_acc": 0.51391, "loss_cls": 5.7906, "loss": 5.7906, "time": 0.60296} +{"mode": "train", "epoch": 32, "iter": 1300, "lr": 0.08961, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25984, "top5_acc": 0.51031, "loss_cls": 5.82397, "loss": 5.82397, "time": 0.59883} +{"mode": "train", "epoch": 32, "iter": 1400, "lr": 0.08959, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25391, "top5_acc": 0.50859, "loss_cls": 5.79202, "loss": 5.79202, "time": 0.60077} +{"mode": "train", "epoch": 32, "iter": 1500, "lr": 0.08957, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25062, "top5_acc": 0.50781, "loss_cls": 5.81852, "loss": 5.81852, "time": 0.6059} +{"mode": "train", "epoch": 32, "iter": 1600, "lr": 0.08955, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25453, "top5_acc": 0.51969, "loss_cls": 5.77656, "loss": 5.77656, "time": 0.60083} +{"mode": "train", "epoch": 32, "iter": 1700, "lr": 0.08954, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.2525, "top5_acc": 0.50859, "loss_cls": 5.80082, "loss": 5.80082, "time": 0.60225} +{"mode": "train", "epoch": 32, "iter": 1800, "lr": 0.08952, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24312, "top5_acc": 0.50172, "loss_cls": 5.84006, "loss": 5.84006, "time": 0.60002} +{"mode": "train", "epoch": 32, "iter": 1900, "lr": 0.0895, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26359, "top5_acc": 0.50688, "loss_cls": 5.7944, "loss": 5.7944, "time": 0.60024} +{"mode": "train", "epoch": 32, "iter": 2000, "lr": 0.08949, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24906, "top5_acc": 0.50203, "loss_cls": 5.84493, "loss": 5.84493, "time": 0.60334} +{"mode": "train", "epoch": 32, "iter": 2100, "lr": 0.08947, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25453, "top5_acc": 0.52359, "loss_cls": 5.7563, "loss": 5.7563, "time": 0.60289} +{"mode": "train", "epoch": 32, "iter": 2200, "lr": 0.08945, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25203, "top5_acc": 0.50125, "loss_cls": 5.81731, "loss": 5.81731, "time": 0.5987} +{"mode": "train", "epoch": 32, "iter": 2300, "lr": 0.08943, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25172, "top5_acc": 0.51672, "loss_cls": 5.76267, "loss": 5.76267, "time": 0.59977} +{"mode": "train", "epoch": 32, "iter": 2400, "lr": 0.08942, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25, "top5_acc": 0.49688, "loss_cls": 5.82277, "loss": 5.82277, "time": 0.60359} +{"mode": "train", "epoch": 32, "iter": 2500, "lr": 0.0894, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24562, "top5_acc": 0.50031, "loss_cls": 5.84632, "loss": 5.84632, "time": 0.59875} +{"mode": "train", "epoch": 32, "iter": 2600, "lr": 0.08938, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25406, "top5_acc": 0.50672, "loss_cls": 5.78089, "loss": 5.78089, "time": 0.6005} +{"mode": "train", "epoch": 32, "iter": 2700, "lr": 0.08937, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25469, "top5_acc": 0.50797, "loss_cls": 5.80066, "loss": 5.80066, "time": 0.60059} +{"mode": "train", "epoch": 32, "iter": 2800, "lr": 0.08935, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25156, "top5_acc": 0.50562, "loss_cls": 5.81682, "loss": 5.81682, "time": 0.59715} +{"mode": "train", "epoch": 32, "iter": 2900, "lr": 0.08933, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25484, "top5_acc": 0.51484, "loss_cls": 5.78224, "loss": 5.78224, "time": 0.59871} +{"mode": "train", "epoch": 32, "iter": 3000, "lr": 0.08931, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25797, "top5_acc": 0.4975, "loss_cls": 5.82436, "loss": 5.82436, "time": 0.60285} +{"mode": "train", "epoch": 32, "iter": 3100, "lr": 0.0893, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25, "top5_acc": 0.50734, "loss_cls": 5.79567, "loss": 5.79567, "time": 0.60385} +{"mode": "train", "epoch": 32, "iter": 3200, "lr": 0.08928, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25328, "top5_acc": 0.50828, "loss_cls": 5.78503, "loss": 5.78503, "time": 0.60734} +{"mode": "train", "epoch": 32, "iter": 3300, "lr": 0.08926, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.25203, "top5_acc": 0.49609, "loss_cls": 5.79164, "loss": 5.79164, "time": 0.61076} +{"mode": "train", "epoch": 32, "iter": 3400, "lr": 0.08924, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25016, "top5_acc": 0.50266, "loss_cls": 5.80963, "loss": 5.80963, "time": 0.6038} +{"mode": "train", "epoch": 32, "iter": 3500, "lr": 0.08923, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.25859, "top5_acc": 0.51578, "loss_cls": 5.76391, "loss": 5.76391, "time": 0.60694} +{"mode": "train", "epoch": 32, "iter": 3600, "lr": 0.08921, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.25672, "top5_acc": 0.50344, "loss_cls": 5.7948, "loss": 5.7948, "time": 0.59856} +{"mode": "train", "epoch": 32, "iter": 3700, "lr": 0.08919, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25578, "top5_acc": 0.50016, "loss_cls": 5.80536, "loss": 5.80536, "time": 0.60117} +{"mode": "val", "epoch": 32, "iter": 309, "lr": 0.08918, "top1_acc": 0.17505, "top5_acc": 0.39528, "mean_class_accuracy": 0.17486} +{"mode": "train", "epoch": 33, "iter": 100, "lr": 0.08917, "memory": 16180, "data_time": 1.39194, "top1_acc": 0.25344, "top5_acc": 0.50609, "loss_cls": 5.77966, "loss": 5.77966, "time": 1.98602} +{"mode": "train", "epoch": 33, "iter": 200, "lr": 0.08915, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25719, "top5_acc": 0.50594, "loss_cls": 5.78951, "loss": 5.78951, "time": 0.59475} +{"mode": "train", "epoch": 33, "iter": 300, "lr": 0.08913, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26297, "top5_acc": 0.5325, "loss_cls": 5.68275, "loss": 5.68275, "time": 0.59885} +{"mode": "train", "epoch": 33, "iter": 400, "lr": 0.08912, "memory": 16180, "data_time": 0.00053, "top1_acc": 0.25953, "top5_acc": 0.51625, "loss_cls": 5.75294, "loss": 5.75294, "time": 0.60344} +{"mode": "train", "epoch": 33, "iter": 500, "lr": 0.0891, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24266, "top5_acc": 0.49922, "loss_cls": 5.83443, "loss": 5.83443, "time": 0.60477} +{"mode": "train", "epoch": 33, "iter": 600, "lr": 0.08908, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25875, "top5_acc": 0.51719, "loss_cls": 5.75539, "loss": 5.75539, "time": 0.60028} +{"mode": "train", "epoch": 33, "iter": 700, "lr": 0.08906, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25734, "top5_acc": 0.52078, "loss_cls": 5.75113, "loss": 5.75113, "time": 0.60116} +{"mode": "train", "epoch": 33, "iter": 800, "lr": 0.08905, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24516, "top5_acc": 0.5, "loss_cls": 5.83565, "loss": 5.83565, "time": 0.59989} +{"mode": "train", "epoch": 33, "iter": 900, "lr": 0.08903, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25172, "top5_acc": 0.50703, "loss_cls": 5.81267, "loss": 5.81267, "time": 0.59708} +{"mode": "train", "epoch": 33, "iter": 1000, "lr": 0.08901, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24828, "top5_acc": 0.49906, "loss_cls": 5.81998, "loss": 5.81998, "time": 0.59868} +{"mode": "train", "epoch": 33, "iter": 1100, "lr": 0.08899, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24047, "top5_acc": 0.50234, "loss_cls": 5.82195, "loss": 5.82195, "time": 0.60119} +{"mode": "train", "epoch": 33, "iter": 1200, "lr": 0.08898, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27234, "top5_acc": 0.51422, "loss_cls": 5.74011, "loss": 5.74011, "time": 0.59849} +{"mode": "train", "epoch": 33, "iter": 1300, "lr": 0.08896, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25375, "top5_acc": 0.50125, "loss_cls": 5.79328, "loss": 5.79328, "time": 0.60208} +{"mode": "train", "epoch": 33, "iter": 1400, "lr": 0.08894, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26391, "top5_acc": 0.52188, "loss_cls": 5.73788, "loss": 5.73788, "time": 0.60021} +{"mode": "train", "epoch": 33, "iter": 1500, "lr": 0.08892, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25281, "top5_acc": 0.50281, "loss_cls": 5.81299, "loss": 5.81299, "time": 0.60266} +{"mode": "train", "epoch": 33, "iter": 1600, "lr": 0.08891, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24766, "top5_acc": 0.50391, "loss_cls": 5.8223, "loss": 5.8223, "time": 0.60165} +{"mode": "train", "epoch": 33, "iter": 1700, "lr": 0.08889, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25469, "top5_acc": 0.50672, "loss_cls": 5.80261, "loss": 5.80261, "time": 0.60125} +{"mode": "train", "epoch": 33, "iter": 1800, "lr": 0.08887, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25688, "top5_acc": 0.51562, "loss_cls": 5.79059, "loss": 5.79059, "time": 0.60216} +{"mode": "train", "epoch": 33, "iter": 1900, "lr": 0.08885, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25828, "top5_acc": 0.51953, "loss_cls": 5.7726, "loss": 5.7726, "time": 0.60162} +{"mode": "train", "epoch": 33, "iter": 2000, "lr": 0.08884, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24031, "top5_acc": 0.49656, "loss_cls": 5.86122, "loss": 5.86122, "time": 0.60055} +{"mode": "train", "epoch": 33, "iter": 2100, "lr": 0.08882, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25531, "top5_acc": 0.50906, "loss_cls": 5.80374, "loss": 5.80374, "time": 0.59869} +{"mode": "train", "epoch": 33, "iter": 2200, "lr": 0.0888, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25375, "top5_acc": 0.51484, "loss_cls": 5.77762, "loss": 5.77762, "time": 0.59977} +{"mode": "train", "epoch": 33, "iter": 2300, "lr": 0.08878, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25922, "top5_acc": 0.50438, "loss_cls": 5.77559, "loss": 5.77559, "time": 0.60228} +{"mode": "train", "epoch": 33, "iter": 2400, "lr": 0.08876, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25328, "top5_acc": 0.50625, "loss_cls": 5.80368, "loss": 5.80368, "time": 0.60141} +{"mode": "train", "epoch": 33, "iter": 2500, "lr": 0.08875, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25359, "top5_acc": 0.51109, "loss_cls": 5.75789, "loss": 5.75789, "time": 0.60003} +{"mode": "train", "epoch": 33, "iter": 2600, "lr": 0.08873, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25672, "top5_acc": 0.50047, "loss_cls": 5.82553, "loss": 5.82553, "time": 0.60124} +{"mode": "train", "epoch": 33, "iter": 2700, "lr": 0.08871, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25172, "top5_acc": 0.50672, "loss_cls": 5.81569, "loss": 5.81569, "time": 0.59893} +{"mode": "train", "epoch": 33, "iter": 2800, "lr": 0.08869, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.255, "top5_acc": 0.50469, "loss_cls": 5.81512, "loss": 5.81512, "time": 0.60063} +{"mode": "train", "epoch": 33, "iter": 2900, "lr": 0.08868, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25391, "top5_acc": 0.51047, "loss_cls": 5.80195, "loss": 5.80195, "time": 0.60246} +{"mode": "train", "epoch": 33, "iter": 3000, "lr": 0.08866, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25375, "top5_acc": 0.50094, "loss_cls": 5.81815, "loss": 5.81815, "time": 0.5974} +{"mode": "train", "epoch": 33, "iter": 3100, "lr": 0.08864, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26344, "top5_acc": 0.50969, "loss_cls": 5.78104, "loss": 5.78104, "time": 0.60275} +{"mode": "train", "epoch": 33, "iter": 3200, "lr": 0.08862, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24609, "top5_acc": 0.50016, "loss_cls": 5.81883, "loss": 5.81883, "time": 0.61343} +{"mode": "train", "epoch": 33, "iter": 3300, "lr": 0.08861, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.2575, "top5_acc": 0.50813, "loss_cls": 5.80467, "loss": 5.80467, "time": 0.60513} +{"mode": "train", "epoch": 33, "iter": 3400, "lr": 0.08859, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24609, "top5_acc": 0.48734, "loss_cls": 5.84221, "loss": 5.84221, "time": 0.60047} +{"mode": "train", "epoch": 33, "iter": 3500, "lr": 0.08857, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25688, "top5_acc": 0.50688, "loss_cls": 5.81318, "loss": 5.81318, "time": 0.60332} +{"mode": "train", "epoch": 33, "iter": 3600, "lr": 0.08855, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.24734, "top5_acc": 0.49469, "loss_cls": 5.84206, "loss": 5.84206, "time": 0.60036} +{"mode": "train", "epoch": 33, "iter": 3700, "lr": 0.08853, "memory": 16180, "data_time": 0.00057, "top1_acc": 0.25703, "top5_acc": 0.50859, "loss_cls": 5.79577, "loss": 5.79577, "time": 0.60758} +{"mode": "val", "epoch": 33, "iter": 309, "lr": 0.08853, "top1_acc": 0.17333, "top5_acc": 0.38636, "mean_class_accuracy": 0.17314} +{"mode": "train", "epoch": 34, "iter": 100, "lr": 0.08851, "memory": 16180, "data_time": 1.38564, "top1_acc": 0.24984, "top5_acc": 0.51781, "loss_cls": 5.75645, "loss": 5.75645, "time": 1.98087} +{"mode": "train", "epoch": 34, "iter": 200, "lr": 0.08849, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25484, "top5_acc": 0.51078, "loss_cls": 5.7969, "loss": 5.7969, "time": 0.59554} +{"mode": "train", "epoch": 34, "iter": 300, "lr": 0.08847, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26312, "top5_acc": 0.51344, "loss_cls": 5.77804, "loss": 5.77804, "time": 0.59815} +{"mode": "train", "epoch": 34, "iter": 400, "lr": 0.08845, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24453, "top5_acc": 0.50344, "loss_cls": 5.83455, "loss": 5.83455, "time": 0.60637} +{"mode": "train", "epoch": 34, "iter": 500, "lr": 0.08844, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25781, "top5_acc": 0.50781, "loss_cls": 5.80011, "loss": 5.80011, "time": 0.61276} +{"mode": "train", "epoch": 34, "iter": 600, "lr": 0.08842, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25078, "top5_acc": 0.50594, "loss_cls": 5.81417, "loss": 5.81417, "time": 0.59784} +{"mode": "train", "epoch": 34, "iter": 700, "lr": 0.0884, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25516, "top5_acc": 0.51359, "loss_cls": 5.77314, "loss": 5.77314, "time": 0.59951} +{"mode": "train", "epoch": 34, "iter": 800, "lr": 0.08838, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25578, "top5_acc": 0.51188, "loss_cls": 5.75461, "loss": 5.75461, "time": 0.60175} +{"mode": "train", "epoch": 34, "iter": 900, "lr": 0.08836, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24844, "top5_acc": 0.50656, "loss_cls": 5.80733, "loss": 5.80733, "time": 0.59921} +{"mode": "train", "epoch": 34, "iter": 1000, "lr": 0.08835, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25922, "top5_acc": 0.51359, "loss_cls": 5.77843, "loss": 5.77843, "time": 0.60053} +{"mode": "train", "epoch": 34, "iter": 1100, "lr": 0.08833, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.27016, "top5_acc": 0.51531, "loss_cls": 5.74819, "loss": 5.74819, "time": 0.60329} +{"mode": "train", "epoch": 34, "iter": 1200, "lr": 0.08831, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24469, "top5_acc": 0.49297, "loss_cls": 5.84118, "loss": 5.84118, "time": 0.60008} +{"mode": "train", "epoch": 34, "iter": 1300, "lr": 0.08829, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25203, "top5_acc": 0.51, "loss_cls": 5.8039, "loss": 5.8039, "time": 0.60086} +{"mode": "train", "epoch": 34, "iter": 1400, "lr": 0.08828, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.26016, "top5_acc": 0.51141, "loss_cls": 5.79409, "loss": 5.79409, "time": 0.6025} +{"mode": "train", "epoch": 34, "iter": 1500, "lr": 0.08826, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25672, "top5_acc": 0.50797, "loss_cls": 5.76785, "loss": 5.76785, "time": 0.6037} +{"mode": "train", "epoch": 34, "iter": 1600, "lr": 0.08824, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25625, "top5_acc": 0.49656, "loss_cls": 5.81413, "loss": 5.81413, "time": 0.6024} +{"mode": "train", "epoch": 34, "iter": 1700, "lr": 0.08822, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26109, "top5_acc": 0.51172, "loss_cls": 5.80793, "loss": 5.80793, "time": 0.60213} +{"mode": "train", "epoch": 34, "iter": 1800, "lr": 0.0882, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25234, "top5_acc": 0.50516, "loss_cls": 5.78677, "loss": 5.78677, "time": 0.60335} +{"mode": "train", "epoch": 34, "iter": 1900, "lr": 0.08819, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24609, "top5_acc": 0.50672, "loss_cls": 5.8148, "loss": 5.8148, "time": 0.59812} +{"mode": "train", "epoch": 34, "iter": 2000, "lr": 0.08817, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.25359, "top5_acc": 0.51109, "loss_cls": 5.78644, "loss": 5.78644, "time": 0.60995} +{"mode": "train", "epoch": 34, "iter": 2100, "lr": 0.08815, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25312, "top5_acc": 0.50734, "loss_cls": 5.79184, "loss": 5.79184, "time": 0.60738} +{"mode": "train", "epoch": 34, "iter": 2200, "lr": 0.08813, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25297, "top5_acc": 0.50906, "loss_cls": 5.8049, "loss": 5.8049, "time": 0.60108} +{"mode": "train", "epoch": 34, "iter": 2300, "lr": 0.08811, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25359, "top5_acc": 0.49953, "loss_cls": 5.82417, "loss": 5.82417, "time": 0.60081} +{"mode": "train", "epoch": 34, "iter": 2400, "lr": 0.08809, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25625, "top5_acc": 0.50922, "loss_cls": 5.76968, "loss": 5.76968, "time": 0.5982} +{"mode": "train", "epoch": 34, "iter": 2500, "lr": 0.08808, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26359, "top5_acc": 0.51313, "loss_cls": 5.7676, "loss": 5.7676, "time": 0.59764} +{"mode": "train", "epoch": 34, "iter": 2600, "lr": 0.08806, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26, "top5_acc": 0.51547, "loss_cls": 5.79178, "loss": 5.79178, "time": 0.60065} +{"mode": "train", "epoch": 34, "iter": 2700, "lr": 0.08804, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.25281, "top5_acc": 0.5, "loss_cls": 5.80032, "loss": 5.80032, "time": 0.60137} +{"mode": "train", "epoch": 34, "iter": 2800, "lr": 0.08802, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.25875, "top5_acc": 0.51125, "loss_cls": 5.77108, "loss": 5.77108, "time": 0.61069} +{"mode": "train", "epoch": 34, "iter": 2900, "lr": 0.088, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.25812, "top5_acc": 0.50562, "loss_cls": 5.7849, "loss": 5.7849, "time": 0.60976} +{"mode": "train", "epoch": 34, "iter": 3000, "lr": 0.08799, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.26359, "top5_acc": 0.51984, "loss_cls": 5.76273, "loss": 5.76273, "time": 0.6031} +{"mode": "train", "epoch": 34, "iter": 3100, "lr": 0.08797, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.24672, "top5_acc": 0.50453, "loss_cls": 5.81202, "loss": 5.81202, "time": 0.60928} +{"mode": "train", "epoch": 34, "iter": 3200, "lr": 0.08795, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.24969, "top5_acc": 0.50984, "loss_cls": 5.7842, "loss": 5.7842, "time": 0.61039} +{"mode": "train", "epoch": 34, "iter": 3300, "lr": 0.08793, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25188, "top5_acc": 0.51125, "loss_cls": 5.80605, "loss": 5.80605, "time": 0.605} +{"mode": "train", "epoch": 34, "iter": 3400, "lr": 0.08791, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.25672, "top5_acc": 0.50609, "loss_cls": 5.77162, "loss": 5.77162, "time": 0.60168} +{"mode": "train", "epoch": 34, "iter": 3500, "lr": 0.08789, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25547, "top5_acc": 0.50531, "loss_cls": 5.80611, "loss": 5.80611, "time": 0.60671} +{"mode": "train", "epoch": 34, "iter": 3600, "lr": 0.08788, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25609, "top5_acc": 0.50078, "loss_cls": 5.82229, "loss": 5.82229, "time": 0.59968} +{"mode": "train", "epoch": 34, "iter": 3700, "lr": 0.08786, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25891, "top5_acc": 0.50844, "loss_cls": 5.78819, "loss": 5.78819, "time": 0.60324} +{"mode": "val", "epoch": 34, "iter": 309, "lr": 0.08785, "top1_acc": 0.16112, "top5_acc": 0.37345, "mean_class_accuracy": 0.16097} +{"mode": "train", "epoch": 35, "iter": 100, "lr": 0.08783, "memory": 16180, "data_time": 1.38003, "top1_acc": 0.25203, "top5_acc": 0.50125, "loss_cls": 5.78883, "loss": 5.78883, "time": 1.97365} +{"mode": "train", "epoch": 35, "iter": 200, "lr": 0.08781, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26203, "top5_acc": 0.51281, "loss_cls": 5.75494, "loss": 5.75494, "time": 0.60146} +{"mode": "train", "epoch": 35, "iter": 300, "lr": 0.0878, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25469, "top5_acc": 0.5125, "loss_cls": 5.76384, "loss": 5.76384, "time": 0.59878} +{"mode": "train", "epoch": 35, "iter": 400, "lr": 0.08778, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.26375, "top5_acc": 0.51594, "loss_cls": 5.74167, "loss": 5.74167, "time": 0.60057} +{"mode": "train", "epoch": 35, "iter": 500, "lr": 0.08776, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25812, "top5_acc": 0.50156, "loss_cls": 5.79462, "loss": 5.79462, "time": 0.60907} +{"mode": "train", "epoch": 35, "iter": 600, "lr": 0.08774, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25125, "top5_acc": 0.50547, "loss_cls": 5.80826, "loss": 5.80826, "time": 0.59997} +{"mode": "train", "epoch": 35, "iter": 700, "lr": 0.08772, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25781, "top5_acc": 0.50484, "loss_cls": 5.78061, "loss": 5.78061, "time": 0.60434} +{"mode": "train", "epoch": 35, "iter": 800, "lr": 0.0877, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.25391, "top5_acc": 0.50109, "loss_cls": 5.80984, "loss": 5.80984, "time": 0.59964} +{"mode": "train", "epoch": 35, "iter": 900, "lr": 0.08769, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25, "top5_acc": 0.50297, "loss_cls": 5.82242, "loss": 5.82242, "time": 0.59972} +{"mode": "train", "epoch": 35, "iter": 1000, "lr": 0.08767, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25391, "top5_acc": 0.51953, "loss_cls": 5.75186, "loss": 5.75186, "time": 0.599} +{"mode": "train", "epoch": 35, "iter": 1100, "lr": 0.08765, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25953, "top5_acc": 0.50984, "loss_cls": 5.78388, "loss": 5.78388, "time": 0.59939} +{"mode": "train", "epoch": 35, "iter": 1200, "lr": 0.08763, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25281, "top5_acc": 0.51078, "loss_cls": 5.78393, "loss": 5.78393, "time": 0.59717} +{"mode": "train", "epoch": 35, "iter": 1300, "lr": 0.08761, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24828, "top5_acc": 0.50062, "loss_cls": 5.81367, "loss": 5.81367, "time": 0.60037} +{"mode": "train", "epoch": 35, "iter": 1400, "lr": 0.08759, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25984, "top5_acc": 0.51125, "loss_cls": 5.78019, "loss": 5.78019, "time": 0.59853} +{"mode": "train", "epoch": 35, "iter": 1500, "lr": 0.08757, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.25469, "top5_acc": 0.50156, "loss_cls": 5.81191, "loss": 5.81191, "time": 0.597} +{"mode": "train", "epoch": 35, "iter": 1600, "lr": 0.08756, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.25219, "top5_acc": 0.50609, "loss_cls": 5.82, "loss": 5.82, "time": 0.59698} +{"mode": "train", "epoch": 35, "iter": 1700, "lr": 0.08754, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26969, "top5_acc": 0.52484, "loss_cls": 5.74497, "loss": 5.74497, "time": 0.59735} +{"mode": "train", "epoch": 35, "iter": 1800, "lr": 0.08752, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25125, "top5_acc": 0.51891, "loss_cls": 5.77324, "loss": 5.77324, "time": 0.59709} +{"mode": "train", "epoch": 35, "iter": 1900, "lr": 0.0875, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26484, "top5_acc": 0.51672, "loss_cls": 5.76428, "loss": 5.76428, "time": 0.60097} +{"mode": "train", "epoch": 35, "iter": 2000, "lr": 0.08748, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25609, "top5_acc": 0.50813, "loss_cls": 5.80284, "loss": 5.80284, "time": 0.59991} +{"mode": "train", "epoch": 35, "iter": 2100, "lr": 0.08746, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26031, "top5_acc": 0.51469, "loss_cls": 5.76222, "loss": 5.76222, "time": 0.60037} +{"mode": "train", "epoch": 35, "iter": 2200, "lr": 0.08745, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.25625, "top5_acc": 0.50609, "loss_cls": 5.77624, "loss": 5.77624, "time": 0.60758} +{"mode": "train", "epoch": 35, "iter": 2300, "lr": 0.08743, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26125, "top5_acc": 0.5175, "loss_cls": 5.78231, "loss": 5.78231, "time": 0.60158} +{"mode": "train", "epoch": 35, "iter": 2400, "lr": 0.08741, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26547, "top5_acc": 0.51297, "loss_cls": 5.76608, "loss": 5.76608, "time": 0.59918} +{"mode": "train", "epoch": 35, "iter": 2500, "lr": 0.08739, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25406, "top5_acc": 0.50266, "loss_cls": 5.81849, "loss": 5.81849, "time": 0.59697} +{"mode": "train", "epoch": 35, "iter": 2600, "lr": 0.08737, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26812, "top5_acc": 0.51453, "loss_cls": 5.7806, "loss": 5.7806, "time": 0.59967} +{"mode": "train", "epoch": 35, "iter": 2700, "lr": 0.08735, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25375, "top5_acc": 0.50234, "loss_cls": 5.81788, "loss": 5.81788, "time": 0.60844} +{"mode": "train", "epoch": 35, "iter": 2800, "lr": 0.08733, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25125, "top5_acc": 0.50562, "loss_cls": 5.7989, "loss": 5.7989, "time": 0.60301} +{"mode": "train", "epoch": 35, "iter": 2900, "lr": 0.08732, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24625, "top5_acc": 0.49859, "loss_cls": 5.85, "loss": 5.85, "time": 0.60127} +{"mode": "train", "epoch": 35, "iter": 3000, "lr": 0.0873, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24766, "top5_acc": 0.50734, "loss_cls": 5.78309, "loss": 5.78309, "time": 0.59882} +{"mode": "train", "epoch": 35, "iter": 3100, "lr": 0.08728, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25828, "top5_acc": 0.50891, "loss_cls": 5.78129, "loss": 5.78129, "time": 0.60332} +{"mode": "train", "epoch": 35, "iter": 3200, "lr": 0.08726, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25234, "top5_acc": 0.50641, "loss_cls": 5.80967, "loss": 5.80967, "time": 0.61078} +{"mode": "train", "epoch": 35, "iter": 3300, "lr": 0.08724, "memory": 16180, "data_time": 0.00046, "top1_acc": 0.25516, "top5_acc": 0.51219, "loss_cls": 5.794, "loss": 5.794, "time": 0.605} +{"mode": "train", "epoch": 35, "iter": 3400, "lr": 0.08722, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25219, "top5_acc": 0.51438, "loss_cls": 5.78697, "loss": 5.78697, "time": 0.60386} +{"mode": "train", "epoch": 35, "iter": 3500, "lr": 0.0872, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25359, "top5_acc": 0.51281, "loss_cls": 5.78864, "loss": 5.78864, "time": 0.60748} +{"mode": "train", "epoch": 35, "iter": 3600, "lr": 0.08718, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.25266, "top5_acc": 0.50141, "loss_cls": 5.79117, "loss": 5.79117, "time": 0.6001} +{"mode": "train", "epoch": 35, "iter": 3700, "lr": 0.08717, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26453, "top5_acc": 0.51641, "loss_cls": 5.77178, "loss": 5.77178, "time": 0.60001} +{"mode": "val", "epoch": 35, "iter": 309, "lr": 0.08716, "top1_acc": 0.20194, "top5_acc": 0.42957, "mean_class_accuracy": 0.20175} +{"mode": "train", "epoch": 36, "iter": 100, "lr": 0.08714, "memory": 16180, "data_time": 1.37355, "top1_acc": 0.27, "top5_acc": 0.51406, "loss_cls": 5.73004, "loss": 5.73004, "time": 1.96629} +{"mode": "train", "epoch": 36, "iter": 200, "lr": 0.08712, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26125, "top5_acc": 0.51078, "loss_cls": 5.77308, "loss": 5.77308, "time": 0.5975} +{"mode": "train", "epoch": 36, "iter": 300, "lr": 0.0871, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26078, "top5_acc": 0.51625, "loss_cls": 5.77987, "loss": 5.77987, "time": 0.60102} +{"mode": "train", "epoch": 36, "iter": 400, "lr": 0.08708, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25906, "top5_acc": 0.51062, "loss_cls": 5.77699, "loss": 5.77699, "time": 0.60527} +{"mode": "train", "epoch": 36, "iter": 500, "lr": 0.08706, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.25422, "top5_acc": 0.50891, "loss_cls": 5.78341, "loss": 5.78341, "time": 0.6063} +{"mode": "train", "epoch": 36, "iter": 600, "lr": 0.08704, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26078, "top5_acc": 0.51031, "loss_cls": 5.75024, "loss": 5.75024, "time": 0.60851} +{"mode": "train", "epoch": 36, "iter": 700, "lr": 0.08703, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.25469, "top5_acc": 0.50672, "loss_cls": 5.80472, "loss": 5.80472, "time": 0.60237} +{"mode": "train", "epoch": 36, "iter": 800, "lr": 0.08701, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26359, "top5_acc": 0.51672, "loss_cls": 5.76113, "loss": 5.76113, "time": 0.60363} +{"mode": "train", "epoch": 36, "iter": 900, "lr": 0.08699, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26359, "top5_acc": 0.51406, "loss_cls": 5.75764, "loss": 5.75764, "time": 0.60225} +{"mode": "train", "epoch": 36, "iter": 1000, "lr": 0.08697, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26422, "top5_acc": 0.51156, "loss_cls": 5.75064, "loss": 5.75064, "time": 0.59724} +{"mode": "train", "epoch": 36, "iter": 1100, "lr": 0.08695, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25875, "top5_acc": 0.51344, "loss_cls": 5.75551, "loss": 5.75551, "time": 0.59909} +{"mode": "train", "epoch": 36, "iter": 1200, "lr": 0.08693, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25766, "top5_acc": 0.50922, "loss_cls": 5.79113, "loss": 5.79113, "time": 0.60058} +{"mode": "train", "epoch": 36, "iter": 1300, "lr": 0.08691, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26328, "top5_acc": 0.50969, "loss_cls": 5.78776, "loss": 5.78776, "time": 0.60209} +{"mode": "train", "epoch": 36, "iter": 1400, "lr": 0.08689, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.24891, "top5_acc": 0.49766, "loss_cls": 5.79978, "loss": 5.79978, "time": 0.60044} +{"mode": "train", "epoch": 36, "iter": 1500, "lr": 0.08688, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25719, "top5_acc": 0.52078, "loss_cls": 5.75233, "loss": 5.75233, "time": 0.59998} +{"mode": "train", "epoch": 36, "iter": 1600, "lr": 0.08686, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26453, "top5_acc": 0.52109, "loss_cls": 5.75889, "loss": 5.75889, "time": 0.5974} +{"mode": "train", "epoch": 36, "iter": 1700, "lr": 0.08684, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25891, "top5_acc": 0.50875, "loss_cls": 5.79219, "loss": 5.79219, "time": 0.60473} +{"mode": "train", "epoch": 36, "iter": 1800, "lr": 0.08682, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.25719, "top5_acc": 0.50922, "loss_cls": 5.782, "loss": 5.782, "time": 0.60954} +{"mode": "train", "epoch": 36, "iter": 1900, "lr": 0.0868, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.2575, "top5_acc": 0.51234, "loss_cls": 5.75105, "loss": 5.75105, "time": 0.60466} +{"mode": "train", "epoch": 36, "iter": 2000, "lr": 0.08678, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26312, "top5_acc": 0.51484, "loss_cls": 5.77399, "loss": 5.77399, "time": 0.60529} +{"mode": "train", "epoch": 36, "iter": 2100, "lr": 0.08676, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.25266, "top5_acc": 0.505, "loss_cls": 5.79256, "loss": 5.79256, "time": 0.60986} +{"mode": "train", "epoch": 36, "iter": 2200, "lr": 0.08674, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25203, "top5_acc": 0.50516, "loss_cls": 5.79717, "loss": 5.79717, "time": 0.59751} +{"mode": "train", "epoch": 36, "iter": 2300, "lr": 0.08672, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25328, "top5_acc": 0.51891, "loss_cls": 5.74607, "loss": 5.74607, "time": 0.6008} +{"mode": "train", "epoch": 36, "iter": 2400, "lr": 0.08671, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.24969, "top5_acc": 0.50391, "loss_cls": 5.79817, "loss": 5.79817, "time": 0.60777} +{"mode": "train", "epoch": 36, "iter": 2500, "lr": 0.08669, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25953, "top5_acc": 0.50703, "loss_cls": 5.78615, "loss": 5.78615, "time": 0.60041} +{"mode": "train", "epoch": 36, "iter": 2600, "lr": 0.08667, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.24859, "top5_acc": 0.49953, "loss_cls": 5.83241, "loss": 5.83241, "time": 0.59875} +{"mode": "train", "epoch": 36, "iter": 2700, "lr": 0.08665, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25219, "top5_acc": 0.50219, "loss_cls": 5.81732, "loss": 5.81732, "time": 0.5991} +{"mode": "train", "epoch": 36, "iter": 2800, "lr": 0.08663, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.25156, "top5_acc": 0.50219, "loss_cls": 5.82553, "loss": 5.82553, "time": 0.59944} +{"mode": "train", "epoch": 36, "iter": 2900, "lr": 0.08661, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.25938, "top5_acc": 0.51109, "loss_cls": 5.76126, "loss": 5.76126, "time": 0.5976} +{"mode": "train", "epoch": 36, "iter": 3000, "lr": 0.08659, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25031, "top5_acc": 0.50234, "loss_cls": 5.83228, "loss": 5.83228, "time": 0.60032} +{"mode": "train", "epoch": 36, "iter": 3100, "lr": 0.08657, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.25297, "top5_acc": 0.50844, "loss_cls": 5.78592, "loss": 5.78592, "time": 0.60946} +{"mode": "train", "epoch": 36, "iter": 3200, "lr": 0.08655, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.25047, "top5_acc": 0.51172, "loss_cls": 5.77798, "loss": 5.77798, "time": 0.61069} +{"mode": "train", "epoch": 36, "iter": 3300, "lr": 0.08653, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.25484, "top5_acc": 0.51109, "loss_cls": 5.80332, "loss": 5.80332, "time": 0.60236} +{"mode": "train", "epoch": 36, "iter": 3400, "lr": 0.08651, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.24984, "top5_acc": 0.49062, "loss_cls": 5.8394, "loss": 5.8394, "time": 0.59763} +{"mode": "train", "epoch": 36, "iter": 3500, "lr": 0.0865, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.2525, "top5_acc": 0.50781, "loss_cls": 5.78137, "loss": 5.78137, "time": 0.60583} +{"mode": "train", "epoch": 36, "iter": 3600, "lr": 0.08648, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26547, "top5_acc": 0.51547, "loss_cls": 5.7874, "loss": 5.7874, "time": 0.59813} +{"mode": "train", "epoch": 36, "iter": 3700, "lr": 0.08646, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.26547, "top5_acc": 0.50688, "loss_cls": 5.76695, "loss": 5.76695, "time": 0.59864} +{"mode": "val", "epoch": 36, "iter": 309, "lr": 0.08645, "top1_acc": 0.19202, "top5_acc": 0.42557, "mean_class_accuracy": 0.19166} +{"mode": "train", "epoch": 37, "iter": 100, "lr": 0.08643, "memory": 16180, "data_time": 1.4306, "top1_acc": 0.27781, "top5_acc": 0.52734, "loss_cls": 5.67523, "loss": 5.67523, "time": 2.02644} +{"mode": "train", "epoch": 37, "iter": 200, "lr": 0.08641, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26906, "top5_acc": 0.51719, "loss_cls": 5.74335, "loss": 5.74335, "time": 0.59706} +{"mode": "train", "epoch": 37, "iter": 300, "lr": 0.08639, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.2575, "top5_acc": 0.50672, "loss_cls": 5.79584, "loss": 5.79584, "time": 0.59913} +{"mode": "train", "epoch": 37, "iter": 400, "lr": 0.08637, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25641, "top5_acc": 0.50641, "loss_cls": 5.77227, "loss": 5.77227, "time": 0.59968} +{"mode": "train", "epoch": 37, "iter": 500, "lr": 0.08635, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.26359, "top5_acc": 0.52172, "loss_cls": 5.72764, "loss": 5.72764, "time": 0.6102} +{"mode": "train", "epoch": 37, "iter": 600, "lr": 0.08633, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.2575, "top5_acc": 0.51203, "loss_cls": 5.7662, "loss": 5.7662, "time": 0.61046} +{"mode": "train", "epoch": 37, "iter": 700, "lr": 0.08631, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25531, "top5_acc": 0.51234, "loss_cls": 5.75305, "loss": 5.75305, "time": 0.59681} +{"mode": "train", "epoch": 37, "iter": 800, "lr": 0.0863, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25703, "top5_acc": 0.50328, "loss_cls": 5.76861, "loss": 5.76861, "time": 0.59884} +{"mode": "train", "epoch": 37, "iter": 900, "lr": 0.08628, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26188, "top5_acc": 0.51391, "loss_cls": 5.74706, "loss": 5.74706, "time": 0.5981} +{"mode": "train", "epoch": 37, "iter": 1000, "lr": 0.08626, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25453, "top5_acc": 0.51719, "loss_cls": 5.74301, "loss": 5.74301, "time": 0.5989} +{"mode": "train", "epoch": 37, "iter": 1100, "lr": 0.08624, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26937, "top5_acc": 0.52969, "loss_cls": 5.69662, "loss": 5.69662, "time": 0.59639} +{"mode": "train", "epoch": 37, "iter": 1200, "lr": 0.08622, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25953, "top5_acc": 0.51016, "loss_cls": 5.77701, "loss": 5.77701, "time": 0.59776} +{"mode": "train", "epoch": 37, "iter": 1300, "lr": 0.0862, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25141, "top5_acc": 0.50219, "loss_cls": 5.80724, "loss": 5.80724, "time": 0.59852} +{"mode": "train", "epoch": 37, "iter": 1400, "lr": 0.08618, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25359, "top5_acc": 0.50547, "loss_cls": 5.79876, "loss": 5.79876, "time": 0.5976} +{"mode": "train", "epoch": 37, "iter": 1500, "lr": 0.08616, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26156, "top5_acc": 0.51344, "loss_cls": 5.75256, "loss": 5.75256, "time": 0.59927} +{"mode": "train", "epoch": 37, "iter": 1600, "lr": 0.08614, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26438, "top5_acc": 0.51313, "loss_cls": 5.78725, "loss": 5.78725, "time": 0.59862} +{"mode": "train", "epoch": 37, "iter": 1700, "lr": 0.08612, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26328, "top5_acc": 0.51078, "loss_cls": 5.7644, "loss": 5.7644, "time": 0.59854} +{"mode": "train", "epoch": 37, "iter": 1800, "lr": 0.0861, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26016, "top5_acc": 0.50813, "loss_cls": 5.78349, "loss": 5.78349, "time": 0.60178} +{"mode": "train", "epoch": 37, "iter": 1900, "lr": 0.08608, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26, "top5_acc": 0.51109, "loss_cls": 5.75194, "loss": 5.75194, "time": 0.59903} +{"mode": "train", "epoch": 37, "iter": 2000, "lr": 0.08606, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.25219, "top5_acc": 0.51078, "loss_cls": 5.80014, "loss": 5.80014, "time": 0.60526} +{"mode": "train", "epoch": 37, "iter": 2100, "lr": 0.08604, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25703, "top5_acc": 0.5075, "loss_cls": 5.77541, "loss": 5.77541, "time": 0.59877} +{"mode": "train", "epoch": 37, "iter": 2200, "lr": 0.08602, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26125, "top5_acc": 0.51516, "loss_cls": 5.79363, "loss": 5.79363, "time": 0.59778} +{"mode": "train", "epoch": 37, "iter": 2300, "lr": 0.08601, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26172, "top5_acc": 0.51766, "loss_cls": 5.77154, "loss": 5.77154, "time": 0.59896} +{"mode": "train", "epoch": 37, "iter": 2400, "lr": 0.08599, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25906, "top5_acc": 0.51016, "loss_cls": 5.79027, "loss": 5.79027, "time": 0.60223} +{"mode": "train", "epoch": 37, "iter": 2500, "lr": 0.08597, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25453, "top5_acc": 0.49984, "loss_cls": 5.82564, "loss": 5.82564, "time": 0.605} +{"mode": "train", "epoch": 37, "iter": 2600, "lr": 0.08595, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24797, "top5_acc": 0.51344, "loss_cls": 5.78305, "loss": 5.78305, "time": 0.599} +{"mode": "train", "epoch": 37, "iter": 2700, "lr": 0.08593, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26203, "top5_acc": 0.51891, "loss_cls": 5.75409, "loss": 5.75409, "time": 0.59708} +{"mode": "train", "epoch": 37, "iter": 2800, "lr": 0.08591, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25156, "top5_acc": 0.49625, "loss_cls": 5.83554, "loss": 5.83554, "time": 0.59906} +{"mode": "train", "epoch": 37, "iter": 2900, "lr": 0.08589, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26109, "top5_acc": 0.51062, "loss_cls": 5.78409, "loss": 5.78409, "time": 0.59978} +{"mode": "train", "epoch": 37, "iter": 3000, "lr": 0.08587, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26422, "top5_acc": 0.51797, "loss_cls": 5.76764, "loss": 5.76764, "time": 0.60039} +{"mode": "train", "epoch": 37, "iter": 3100, "lr": 0.08585, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.26391, "top5_acc": 0.51406, "loss_cls": 5.75528, "loss": 5.75528, "time": 0.61309} +{"mode": "train", "epoch": 37, "iter": 3200, "lr": 0.08583, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25531, "top5_acc": 0.51016, "loss_cls": 5.79957, "loss": 5.79957, "time": 0.60728} +{"mode": "train", "epoch": 37, "iter": 3300, "lr": 0.08581, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26234, "top5_acc": 0.50469, "loss_cls": 5.78043, "loss": 5.78043, "time": 0.59966} +{"mode": "train", "epoch": 37, "iter": 3400, "lr": 0.08579, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.25094, "top5_acc": 0.50234, "loss_cls": 5.79934, "loss": 5.79934, "time": 0.60089} +{"mode": "train", "epoch": 37, "iter": 3500, "lr": 0.08577, "memory": 16180, "data_time": 0.00046, "top1_acc": 0.25906, "top5_acc": 0.49766, "loss_cls": 5.83282, "loss": 5.83282, "time": 0.60657} +{"mode": "train", "epoch": 37, "iter": 3600, "lr": 0.08575, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25188, "top5_acc": 0.50547, "loss_cls": 5.78607, "loss": 5.78607, "time": 0.60234} +{"mode": "train", "epoch": 37, "iter": 3700, "lr": 0.08573, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25562, "top5_acc": 0.50031, "loss_cls": 5.81337, "loss": 5.81337, "time": 0.60669} +{"mode": "val", "epoch": 37, "iter": 309, "lr": 0.08572, "top1_acc": 0.17515, "top5_acc": 0.39619, "mean_class_accuracy": 0.17521} +{"mode": "train", "epoch": 38, "iter": 100, "lr": 0.0857, "memory": 16180, "data_time": 1.42583, "top1_acc": 0.265, "top5_acc": 0.52656, "loss_cls": 5.7208, "loss": 5.7208, "time": 2.01964} +{"mode": "train", "epoch": 38, "iter": 200, "lr": 0.08568, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26469, "top5_acc": 0.51547, "loss_cls": 5.73441, "loss": 5.73441, "time": 0.59623} +{"mode": "train", "epoch": 38, "iter": 300, "lr": 0.08567, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25953, "top5_acc": 0.51594, "loss_cls": 5.74676, "loss": 5.74676, "time": 0.59927} +{"mode": "train", "epoch": 38, "iter": 400, "lr": 0.08565, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26234, "top5_acc": 0.51844, "loss_cls": 5.74636, "loss": 5.74636, "time": 0.59896} +{"mode": "train", "epoch": 38, "iter": 500, "lr": 0.08563, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.2675, "top5_acc": 0.51297, "loss_cls": 5.78814, "loss": 5.78814, "time": 0.60268} +{"mode": "train", "epoch": 38, "iter": 600, "lr": 0.08561, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25781, "top5_acc": 0.52266, "loss_cls": 5.735, "loss": 5.735, "time": 0.60966} +{"mode": "train", "epoch": 38, "iter": 700, "lr": 0.08559, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25859, "top5_acc": 0.515, "loss_cls": 5.73833, "loss": 5.73833, "time": 0.5984} +{"mode": "train", "epoch": 38, "iter": 800, "lr": 0.08557, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26297, "top5_acc": 0.51719, "loss_cls": 5.73907, "loss": 5.73907, "time": 0.59888} +{"mode": "train", "epoch": 38, "iter": 900, "lr": 0.08555, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25594, "top5_acc": 0.50422, "loss_cls": 5.80793, "loss": 5.80793, "time": 0.59949} +{"mode": "train", "epoch": 38, "iter": 1000, "lr": 0.08553, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.25594, "top5_acc": 0.50969, "loss_cls": 5.79329, "loss": 5.79329, "time": 0.59785} +{"mode": "train", "epoch": 38, "iter": 1100, "lr": 0.08551, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25922, "top5_acc": 0.51109, "loss_cls": 5.78839, "loss": 5.78839, "time": 0.59652} +{"mode": "train", "epoch": 38, "iter": 1200, "lr": 0.08549, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25641, "top5_acc": 0.51062, "loss_cls": 5.77673, "loss": 5.77673, "time": 0.5992} +{"mode": "train", "epoch": 38, "iter": 1300, "lr": 0.08547, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25031, "top5_acc": 0.51234, "loss_cls": 5.77272, "loss": 5.77272, "time": 0.60351} +{"mode": "train", "epoch": 38, "iter": 1400, "lr": 0.08545, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.24703, "top5_acc": 0.50141, "loss_cls": 5.81061, "loss": 5.81061, "time": 0.6} +{"mode": "train", "epoch": 38, "iter": 1500, "lr": 0.08543, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25719, "top5_acc": 0.51297, "loss_cls": 5.77718, "loss": 5.77718, "time": 0.59982} +{"mode": "train", "epoch": 38, "iter": 1600, "lr": 0.08541, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26703, "top5_acc": 0.51719, "loss_cls": 5.74275, "loss": 5.74275, "time": 0.5977} +{"mode": "train", "epoch": 38, "iter": 1700, "lr": 0.08539, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25812, "top5_acc": 0.50844, "loss_cls": 5.80429, "loss": 5.80429, "time": 0.59854} +{"mode": "train", "epoch": 38, "iter": 1800, "lr": 0.08537, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26031, "top5_acc": 0.51578, "loss_cls": 5.75911, "loss": 5.75911, "time": 0.59736} +{"mode": "train", "epoch": 38, "iter": 1900, "lr": 0.08535, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25234, "top5_acc": 0.51062, "loss_cls": 5.76817, "loss": 5.76817, "time": 0.60054} +{"mode": "train", "epoch": 38, "iter": 2000, "lr": 0.08533, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.26844, "top5_acc": 0.51891, "loss_cls": 5.75576, "loss": 5.75576, "time": 0.60429} +{"mode": "train", "epoch": 38, "iter": 2100, "lr": 0.08531, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26547, "top5_acc": 0.51578, "loss_cls": 5.77145, "loss": 5.77145, "time": 0.60244} +{"mode": "train", "epoch": 38, "iter": 2200, "lr": 0.08529, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25484, "top5_acc": 0.50813, "loss_cls": 5.76778, "loss": 5.76778, "time": 0.60303} +{"mode": "train", "epoch": 38, "iter": 2300, "lr": 0.08527, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26937, "top5_acc": 0.51859, "loss_cls": 5.74609, "loss": 5.74609, "time": 0.59811} +{"mode": "train", "epoch": 38, "iter": 2400, "lr": 0.08525, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25594, "top5_acc": 0.5125, "loss_cls": 5.77142, "loss": 5.77142, "time": 0.59653} +{"mode": "train", "epoch": 38, "iter": 2500, "lr": 0.08523, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25453, "top5_acc": 0.50109, "loss_cls": 5.82955, "loss": 5.82955, "time": 0.59958} +{"mode": "train", "epoch": 38, "iter": 2600, "lr": 0.08521, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25875, "top5_acc": 0.50797, "loss_cls": 5.76134, "loss": 5.76134, "time": 0.59922} +{"mode": "train", "epoch": 38, "iter": 2700, "lr": 0.08519, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25391, "top5_acc": 0.51094, "loss_cls": 5.78148, "loss": 5.78148, "time": 0.60339} +{"mode": "train", "epoch": 38, "iter": 2800, "lr": 0.08517, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24578, "top5_acc": 0.49828, "loss_cls": 5.8068, "loss": 5.8068, "time": 0.60204} +{"mode": "train", "epoch": 38, "iter": 2900, "lr": 0.08515, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.25859, "top5_acc": 0.51359, "loss_cls": 5.79781, "loss": 5.79781, "time": 0.60561} +{"mode": "train", "epoch": 38, "iter": 3000, "lr": 0.08513, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25062, "top5_acc": 0.51047, "loss_cls": 5.82209, "loss": 5.82209, "time": 0.6014} +{"mode": "train", "epoch": 38, "iter": 3100, "lr": 0.08511, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25734, "top5_acc": 0.50844, "loss_cls": 5.79873, "loss": 5.79873, "time": 0.60784} +{"mode": "train", "epoch": 38, "iter": 3200, "lr": 0.08509, "memory": 16180, "data_time": 0.00052, "top1_acc": 0.25891, "top5_acc": 0.50719, "loss_cls": 5.75762, "loss": 5.75762, "time": 0.61101} +{"mode": "train", "epoch": 38, "iter": 3300, "lr": 0.08507, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25297, "top5_acc": 0.50641, "loss_cls": 5.78387, "loss": 5.78387, "time": 0.60018} +{"mode": "train", "epoch": 38, "iter": 3400, "lr": 0.08505, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.24984, "top5_acc": 0.50781, "loss_cls": 5.77376, "loss": 5.77376, "time": 0.60787} +{"mode": "train", "epoch": 38, "iter": 3500, "lr": 0.08503, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26859, "top5_acc": 0.52094, "loss_cls": 5.71583, "loss": 5.71583, "time": 0.61033} +{"mode": "train", "epoch": 38, "iter": 3600, "lr": 0.08501, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26031, "top5_acc": 0.51141, "loss_cls": 5.75545, "loss": 5.75545, "time": 0.60078} +{"mode": "train", "epoch": 38, "iter": 3700, "lr": 0.08499, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25531, "top5_acc": 0.51672, "loss_cls": 5.76762, "loss": 5.76762, "time": 0.6052} +{"mode": "val", "epoch": 38, "iter": 309, "lr": 0.08498, "top1_acc": 0.16391, "top5_acc": 0.37497, "mean_class_accuracy": 0.16384} +{"mode": "train", "epoch": 39, "iter": 100, "lr": 0.08496, "memory": 16180, "data_time": 1.49285, "top1_acc": 0.26484, "top5_acc": 0.52406, "loss_cls": 5.71939, "loss": 5.71939, "time": 2.08945} +{"mode": "train", "epoch": 39, "iter": 200, "lr": 0.08494, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26625, "top5_acc": 0.5125, "loss_cls": 5.76622, "loss": 5.76622, "time": 0.5999} +{"mode": "train", "epoch": 39, "iter": 300, "lr": 0.08492, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.25625, "top5_acc": 0.51109, "loss_cls": 5.76052, "loss": 5.76052, "time": 0.60895} +{"mode": "train", "epoch": 39, "iter": 400, "lr": 0.0849, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26781, "top5_acc": 0.51734, "loss_cls": 5.75402, "loss": 5.75402, "time": 0.60131} +{"mode": "train", "epoch": 39, "iter": 500, "lr": 0.08488, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.2575, "top5_acc": 0.51672, "loss_cls": 5.76415, "loss": 5.76415, "time": 0.60536} +{"mode": "train", "epoch": 39, "iter": 600, "lr": 0.08486, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25109, "top5_acc": 0.5075, "loss_cls": 5.78144, "loss": 5.78144, "time": 0.6098} +{"mode": "train", "epoch": 39, "iter": 700, "lr": 0.08484, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26094, "top5_acc": 0.51562, "loss_cls": 5.7469, "loss": 5.7469, "time": 0.59946} +{"mode": "train", "epoch": 39, "iter": 800, "lr": 0.08482, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26234, "top5_acc": 0.52016, "loss_cls": 5.73425, "loss": 5.73425, "time": 0.59698} +{"mode": "train", "epoch": 39, "iter": 900, "lr": 0.0848, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26375, "top5_acc": 0.51453, "loss_cls": 5.75568, "loss": 5.75568, "time": 0.59882} +{"mode": "train", "epoch": 39, "iter": 1000, "lr": 0.08478, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25656, "top5_acc": 0.50688, "loss_cls": 5.78739, "loss": 5.78739, "time": 0.59797} +{"mode": "train", "epoch": 39, "iter": 1100, "lr": 0.08476, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26625, "top5_acc": 0.51266, "loss_cls": 5.75805, "loss": 5.75805, "time": 0.59881} +{"mode": "train", "epoch": 39, "iter": 1200, "lr": 0.08474, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27047, "top5_acc": 0.52297, "loss_cls": 5.7283, "loss": 5.7283, "time": 0.60031} +{"mode": "train", "epoch": 39, "iter": 1300, "lr": 0.08472, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.26141, "top5_acc": 0.51328, "loss_cls": 5.75954, "loss": 5.75954, "time": 0.60896} +{"mode": "train", "epoch": 39, "iter": 1400, "lr": 0.0847, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.25469, "top5_acc": 0.50359, "loss_cls": 5.7825, "loss": 5.7825, "time": 0.60361} +{"mode": "train", "epoch": 39, "iter": 1500, "lr": 0.08468, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25984, "top5_acc": 0.51484, "loss_cls": 5.75428, "loss": 5.75428, "time": 0.59983} +{"mode": "train", "epoch": 39, "iter": 1600, "lr": 0.08466, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25781, "top5_acc": 0.50703, "loss_cls": 5.78699, "loss": 5.78699, "time": 0.59822} +{"mode": "train", "epoch": 39, "iter": 1700, "lr": 0.08464, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26719, "top5_acc": 0.5175, "loss_cls": 5.75374, "loss": 5.75374, "time": 0.59865} +{"mode": "train", "epoch": 39, "iter": 1800, "lr": 0.08462, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.2575, "top5_acc": 0.51281, "loss_cls": 5.78477, "loss": 5.78477, "time": 0.59917} +{"mode": "train", "epoch": 39, "iter": 1900, "lr": 0.0846, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26812, "top5_acc": 0.51812, "loss_cls": 5.73126, "loss": 5.73126, "time": 0.59827} +{"mode": "train", "epoch": 39, "iter": 2000, "lr": 0.08458, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26672, "top5_acc": 0.51156, "loss_cls": 5.76353, "loss": 5.76353, "time": 0.60067} +{"mode": "train", "epoch": 39, "iter": 2100, "lr": 0.08456, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27703, "top5_acc": 0.53047, "loss_cls": 5.71872, "loss": 5.71872, "time": 0.60124} +{"mode": "train", "epoch": 39, "iter": 2200, "lr": 0.08454, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25484, "top5_acc": 0.50875, "loss_cls": 5.75793, "loss": 5.75793, "time": 0.59827} +{"mode": "train", "epoch": 39, "iter": 2300, "lr": 0.08452, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25859, "top5_acc": 0.51469, "loss_cls": 5.76256, "loss": 5.76256, "time": 0.59867} +{"mode": "train", "epoch": 39, "iter": 2400, "lr": 0.0845, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26328, "top5_acc": 0.51969, "loss_cls": 5.73242, "loss": 5.73242, "time": 0.59903} +{"mode": "train", "epoch": 39, "iter": 2500, "lr": 0.08448, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.26641, "top5_acc": 0.51484, "loss_cls": 5.75234, "loss": 5.75234, "time": 0.60765} +{"mode": "train", "epoch": 39, "iter": 2600, "lr": 0.08446, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26656, "top5_acc": 0.51703, "loss_cls": 5.745, "loss": 5.745, "time": 0.59925} +{"mode": "train", "epoch": 39, "iter": 2700, "lr": 0.08444, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26406, "top5_acc": 0.51422, "loss_cls": 5.74065, "loss": 5.74065, "time": 0.59793} +{"mode": "train", "epoch": 39, "iter": 2800, "lr": 0.08442, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.26078, "top5_acc": 0.51078, "loss_cls": 5.76214, "loss": 5.76214, "time": 0.60413} +{"mode": "train", "epoch": 39, "iter": 2900, "lr": 0.0844, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25844, "top5_acc": 0.50594, "loss_cls": 5.75508, "loss": 5.75508, "time": 0.59973} +{"mode": "train", "epoch": 39, "iter": 3000, "lr": 0.08438, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25375, "top5_acc": 0.51313, "loss_cls": 5.78583, "loss": 5.78583, "time": 0.60236} +{"mode": "train", "epoch": 39, "iter": 3100, "lr": 0.08436, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26031, "top5_acc": 0.52047, "loss_cls": 5.764, "loss": 5.764, "time": 0.61423} +{"mode": "train", "epoch": 39, "iter": 3200, "lr": 0.08434, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26547, "top5_acc": 0.51828, "loss_cls": 5.75132, "loss": 5.75132, "time": 0.60554} +{"mode": "train", "epoch": 39, "iter": 3300, "lr": 0.08432, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25547, "top5_acc": 0.51031, "loss_cls": 5.7619, "loss": 5.7619, "time": 0.59948} +{"mode": "train", "epoch": 39, "iter": 3400, "lr": 0.0843, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26641, "top5_acc": 0.52469, "loss_cls": 5.74294, "loss": 5.74294, "time": 0.5991} +{"mode": "train", "epoch": 39, "iter": 3500, "lr": 0.08428, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.26234, "top5_acc": 0.51313, "loss_cls": 5.78267, "loss": 5.78267, "time": 0.60531} +{"mode": "train", "epoch": 39, "iter": 3600, "lr": 0.08426, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25156, "top5_acc": 0.50516, "loss_cls": 5.82248, "loss": 5.82248, "time": 0.60071} +{"mode": "train", "epoch": 39, "iter": 3700, "lr": 0.08424, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25797, "top5_acc": 0.51406, "loss_cls": 5.75548, "loss": 5.75548, "time": 0.60642} +{"mode": "val", "epoch": 39, "iter": 309, "lr": 0.08423, "top1_acc": 0.18493, "top5_acc": 0.40581, "mean_class_accuracy": 0.18479} +{"mode": "train", "epoch": 40, "iter": 100, "lr": 0.08421, "memory": 16180, "data_time": 1.45057, "top1_acc": 0.27875, "top5_acc": 0.53016, "loss_cls": 5.68472, "loss": 5.68472, "time": 2.04369} +{"mode": "train", "epoch": 40, "iter": 200, "lr": 0.08419, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27078, "top5_acc": 0.52156, "loss_cls": 5.71996, "loss": 5.71996, "time": 0.60129} +{"mode": "train", "epoch": 40, "iter": 300, "lr": 0.08417, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26344, "top5_acc": 0.51719, "loss_cls": 5.75512, "loss": 5.75512, "time": 0.59918} +{"mode": "train", "epoch": 40, "iter": 400, "lr": 0.08415, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26625, "top5_acc": 0.51781, "loss_cls": 5.72667, "loss": 5.72667, "time": 0.59827} +{"mode": "train", "epoch": 40, "iter": 500, "lr": 0.08413, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26625, "top5_acc": 0.51719, "loss_cls": 5.73355, "loss": 5.73355, "time": 0.60095} +{"mode": "train", "epoch": 40, "iter": 600, "lr": 0.08411, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.26391, "top5_acc": 0.51672, "loss_cls": 5.74073, "loss": 5.74073, "time": 0.60491} +{"mode": "train", "epoch": 40, "iter": 700, "lr": 0.08408, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.24391, "top5_acc": 0.49734, "loss_cls": 5.81281, "loss": 5.81281, "time": 0.60751} +{"mode": "train", "epoch": 40, "iter": 800, "lr": 0.08406, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26594, "top5_acc": 0.51672, "loss_cls": 5.71651, "loss": 5.71651, "time": 0.5993} +{"mode": "train", "epoch": 40, "iter": 900, "lr": 0.08404, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26734, "top5_acc": 0.51984, "loss_cls": 5.74063, "loss": 5.74063, "time": 0.59842} +{"mode": "train", "epoch": 40, "iter": 1000, "lr": 0.08402, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26094, "top5_acc": 0.51, "loss_cls": 5.7902, "loss": 5.7902, "time": 0.59943} +{"mode": "train", "epoch": 40, "iter": 1100, "lr": 0.084, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26766, "top5_acc": 0.51, "loss_cls": 5.74946, "loss": 5.74946, "time": 0.5977} +{"mode": "train", "epoch": 40, "iter": 1200, "lr": 0.08398, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26562, "top5_acc": 0.51422, "loss_cls": 5.72746, "loss": 5.72746, "time": 0.59659} +{"mode": "train", "epoch": 40, "iter": 1300, "lr": 0.08396, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26109, "top5_acc": 0.51203, "loss_cls": 5.75934, "loss": 5.75934, "time": 0.59977} +{"mode": "train", "epoch": 40, "iter": 1400, "lr": 0.08394, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26516, "top5_acc": 0.51969, "loss_cls": 5.74377, "loss": 5.74377, "time": 0.60127} +{"mode": "train", "epoch": 40, "iter": 1500, "lr": 0.08392, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.26031, "top5_acc": 0.50969, "loss_cls": 5.7936, "loss": 5.7936, "time": 0.60459} +{"mode": "train", "epoch": 40, "iter": 1600, "lr": 0.0839, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.26391, "top5_acc": 0.52203, "loss_cls": 5.74995, "loss": 5.74995, "time": 0.60597} +{"mode": "train", "epoch": 40, "iter": 1700, "lr": 0.08388, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25172, "top5_acc": 0.50922, "loss_cls": 5.80156, "loss": 5.80156, "time": 0.60151} +{"mode": "train", "epoch": 40, "iter": 1800, "lr": 0.08386, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25438, "top5_acc": 0.51469, "loss_cls": 5.77221, "loss": 5.77221, "time": 0.60156} +{"mode": "train", "epoch": 40, "iter": 1900, "lr": 0.08384, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25047, "top5_acc": 0.50859, "loss_cls": 5.79184, "loss": 5.79184, "time": 0.605} +{"mode": "train", "epoch": 40, "iter": 2000, "lr": 0.08382, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26656, "top5_acc": 0.52516, "loss_cls": 5.74866, "loss": 5.74866, "time": 0.60115} +{"mode": "train", "epoch": 40, "iter": 2100, "lr": 0.0838, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26703, "top5_acc": 0.51609, "loss_cls": 5.75346, "loss": 5.75346, "time": 0.5992} +{"mode": "train", "epoch": 40, "iter": 2200, "lr": 0.08378, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26312, "top5_acc": 0.51453, "loss_cls": 5.77658, "loss": 5.77658, "time": 0.59953} +{"mode": "train", "epoch": 40, "iter": 2300, "lr": 0.08376, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25844, "top5_acc": 0.51031, "loss_cls": 5.76173, "loss": 5.76173, "time": 0.60286} +{"mode": "train", "epoch": 40, "iter": 2400, "lr": 0.08374, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.255, "top5_acc": 0.51297, "loss_cls": 5.76024, "loss": 5.76024, "time": 0.6064} +{"mode": "train", "epoch": 40, "iter": 2500, "lr": 0.08371, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27234, "top5_acc": 0.52312, "loss_cls": 5.72397, "loss": 5.72397, "time": 0.60569} +{"mode": "train", "epoch": 40, "iter": 2600, "lr": 0.08369, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.2625, "top5_acc": 0.51266, "loss_cls": 5.77117, "loss": 5.77117, "time": 0.60699} +{"mode": "train", "epoch": 40, "iter": 2700, "lr": 0.08367, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.25672, "top5_acc": 0.50703, "loss_cls": 5.7904, "loss": 5.7904, "time": 0.60533} +{"mode": "train", "epoch": 40, "iter": 2800, "lr": 0.08365, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25562, "top5_acc": 0.515, "loss_cls": 5.75302, "loss": 5.75302, "time": 0.59971} +{"mode": "train", "epoch": 40, "iter": 2900, "lr": 0.08363, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26062, "top5_acc": 0.50656, "loss_cls": 5.76349, "loss": 5.76349, "time": 0.60247} +{"mode": "train", "epoch": 40, "iter": 3000, "lr": 0.08361, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.26609, "top5_acc": 0.52109, "loss_cls": 5.72808, "loss": 5.72808, "time": 0.60317} +{"mode": "train", "epoch": 40, "iter": 3100, "lr": 0.08359, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26422, "top5_acc": 0.51219, "loss_cls": 5.77002, "loss": 5.77002, "time": 0.61213} +{"mode": "train", "epoch": 40, "iter": 3200, "lr": 0.08357, "memory": 16180, "data_time": 0.0006, "top1_acc": 0.25891, "top5_acc": 0.51438, "loss_cls": 5.75112, "loss": 5.75112, "time": 0.60457} +{"mode": "train", "epoch": 40, "iter": 3300, "lr": 0.08355, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26891, "top5_acc": 0.51906, "loss_cls": 5.75526, "loss": 5.75526, "time": 0.60243} +{"mode": "train", "epoch": 40, "iter": 3400, "lr": 0.08353, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.25844, "top5_acc": 0.51891, "loss_cls": 5.74259, "loss": 5.74259, "time": 0.60566} +{"mode": "train", "epoch": 40, "iter": 3500, "lr": 0.08351, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26406, "top5_acc": 0.51406, "loss_cls": 5.77813, "loss": 5.77813, "time": 0.60784} +{"mode": "train", "epoch": 40, "iter": 3600, "lr": 0.08349, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25328, "top5_acc": 0.50219, "loss_cls": 5.80692, "loss": 5.80692, "time": 0.60609} +{"mode": "train", "epoch": 40, "iter": 3700, "lr": 0.08347, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26281, "top5_acc": 0.52219, "loss_cls": 5.72555, "loss": 5.72555, "time": 0.6072} +{"mode": "val", "epoch": 40, "iter": 309, "lr": 0.08346, "top1_acc": 0.17434, "top5_acc": 0.39422, "mean_class_accuracy": 0.17429} +{"mode": "train", "epoch": 41, "iter": 100, "lr": 0.08344, "memory": 16180, "data_time": 1.48468, "top1_acc": 0.26953, "top5_acc": 0.52594, "loss_cls": 5.70669, "loss": 5.70669, "time": 2.07948} +{"mode": "train", "epoch": 41, "iter": 200, "lr": 0.08342, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26891, "top5_acc": 0.52188, "loss_cls": 5.7191, "loss": 5.7191, "time": 0.59629} +{"mode": "train", "epoch": 41, "iter": 300, "lr": 0.08339, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26234, "top5_acc": 0.51875, "loss_cls": 5.72974, "loss": 5.72974, "time": 0.59895} +{"mode": "train", "epoch": 41, "iter": 400, "lr": 0.08337, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25172, "top5_acc": 0.51062, "loss_cls": 5.77924, "loss": 5.77924, "time": 0.60077} +{"mode": "train", "epoch": 41, "iter": 500, "lr": 0.08335, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26312, "top5_acc": 0.51625, "loss_cls": 5.77141, "loss": 5.77141, "time": 0.59901} +{"mode": "train", "epoch": 41, "iter": 600, "lr": 0.08333, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.26266, "top5_acc": 0.5225, "loss_cls": 5.70805, "loss": 5.70805, "time": 0.60923} +{"mode": "train", "epoch": 41, "iter": 700, "lr": 0.08331, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.25703, "top5_acc": 0.50906, "loss_cls": 5.75987, "loss": 5.75987, "time": 0.6029} +{"mode": "train", "epoch": 41, "iter": 800, "lr": 0.08329, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26438, "top5_acc": 0.51734, "loss_cls": 5.73189, "loss": 5.73189, "time": 0.59817} +{"mode": "train", "epoch": 41, "iter": 900, "lr": 0.08327, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.27547, "top5_acc": 0.51953, "loss_cls": 5.71207, "loss": 5.71207, "time": 0.59911} +{"mode": "train", "epoch": 41, "iter": 1000, "lr": 0.08325, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25859, "top5_acc": 0.51531, "loss_cls": 5.77898, "loss": 5.77898, "time": 0.60606} +{"mode": "train", "epoch": 41, "iter": 1100, "lr": 0.08323, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26859, "top5_acc": 0.51344, "loss_cls": 5.758, "loss": 5.758, "time": 0.59901} +{"mode": "train", "epoch": 41, "iter": 1200, "lr": 0.08321, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26344, "top5_acc": 0.52188, "loss_cls": 5.71777, "loss": 5.71777, "time": 0.59936} +{"mode": "train", "epoch": 41, "iter": 1300, "lr": 0.08319, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26219, "top5_acc": 0.50516, "loss_cls": 5.76426, "loss": 5.76426, "time": 0.60038} +{"mode": "train", "epoch": 41, "iter": 1400, "lr": 0.08316, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.25047, "top5_acc": 0.51156, "loss_cls": 5.76876, "loss": 5.76876, "time": 0.60749} +{"mode": "train", "epoch": 41, "iter": 1500, "lr": 0.08314, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26687, "top5_acc": 0.51344, "loss_cls": 5.72693, "loss": 5.72693, "time": 0.60138} +{"mode": "train", "epoch": 41, "iter": 1600, "lr": 0.08312, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26906, "top5_acc": 0.52172, "loss_cls": 5.7199, "loss": 5.7199, "time": 0.60489} +{"mode": "train", "epoch": 41, "iter": 1700, "lr": 0.0831, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26422, "top5_acc": 0.51516, "loss_cls": 5.73714, "loss": 5.73714, "time": 0.60292} +{"mode": "train", "epoch": 41, "iter": 1800, "lr": 0.08308, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26641, "top5_acc": 0.50891, "loss_cls": 5.75246, "loss": 5.75246, "time": 0.60014} +{"mode": "train", "epoch": 41, "iter": 1900, "lr": 0.08306, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26547, "top5_acc": 0.51812, "loss_cls": 5.74171, "loss": 5.74171, "time": 0.60152} +{"mode": "train", "epoch": 41, "iter": 2000, "lr": 0.08304, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27297, "top5_acc": 0.52453, "loss_cls": 5.72438, "loss": 5.72438, "time": 0.5987} +{"mode": "train", "epoch": 41, "iter": 2100, "lr": 0.08302, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25625, "top5_acc": 0.51812, "loss_cls": 5.78476, "loss": 5.78476, "time": 0.59793} +{"mode": "train", "epoch": 41, "iter": 2200, "lr": 0.083, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.24984, "top5_acc": 0.51797, "loss_cls": 5.77667, "loss": 5.77667, "time": 0.59604} +{"mode": "train", "epoch": 41, "iter": 2300, "lr": 0.08298, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26, "top5_acc": 0.51234, "loss_cls": 5.76199, "loss": 5.76199, "time": 0.59783} +{"mode": "train", "epoch": 41, "iter": 2400, "lr": 0.08296, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26516, "top5_acc": 0.51547, "loss_cls": 5.76202, "loss": 5.76202, "time": 0.59927} +{"mode": "train", "epoch": 41, "iter": 2500, "lr": 0.08293, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25312, "top5_acc": 0.51359, "loss_cls": 5.7829, "loss": 5.7829, "time": 0.60099} +{"mode": "train", "epoch": 41, "iter": 2600, "lr": 0.08291, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26672, "top5_acc": 0.51078, "loss_cls": 5.78356, "loss": 5.78356, "time": 0.59834} +{"mode": "train", "epoch": 41, "iter": 2700, "lr": 0.08289, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26469, "top5_acc": 0.52328, "loss_cls": 5.73961, "loss": 5.73961, "time": 0.59745} +{"mode": "train", "epoch": 41, "iter": 2800, "lr": 0.08287, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26422, "top5_acc": 0.51125, "loss_cls": 5.77057, "loss": 5.77057, "time": 0.60282} +{"mode": "train", "epoch": 41, "iter": 2900, "lr": 0.08285, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.25219, "top5_acc": 0.51203, "loss_cls": 5.77384, "loss": 5.77384, "time": 0.61077} +{"mode": "train", "epoch": 41, "iter": 3000, "lr": 0.08283, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25828, "top5_acc": 0.51281, "loss_cls": 5.75495, "loss": 5.75495, "time": 0.60933} +{"mode": "train", "epoch": 41, "iter": 3100, "lr": 0.08281, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.2575, "top5_acc": 0.51125, "loss_cls": 5.78182, "loss": 5.78182, "time": 0.61728} +{"mode": "train", "epoch": 41, "iter": 3200, "lr": 0.08279, "memory": 16180, "data_time": 0.0006, "top1_acc": 0.26422, "top5_acc": 0.51875, "loss_cls": 5.73885, "loss": 5.73885, "time": 0.60401} +{"mode": "train", "epoch": 41, "iter": 3300, "lr": 0.08277, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25469, "top5_acc": 0.51375, "loss_cls": 5.79076, "loss": 5.79076, "time": 0.59982} +{"mode": "train", "epoch": 41, "iter": 3400, "lr": 0.08274, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.26687, "top5_acc": 0.51875, "loss_cls": 5.75601, "loss": 5.75601, "time": 0.60936} +{"mode": "train", "epoch": 41, "iter": 3500, "lr": 0.08272, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.26672, "top5_acc": 0.52, "loss_cls": 5.76271, "loss": 5.76271, "time": 0.60724} +{"mode": "train", "epoch": 41, "iter": 3600, "lr": 0.0827, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27078, "top5_acc": 0.52484, "loss_cls": 5.66792, "loss": 5.66792, "time": 0.60153} +{"mode": "train", "epoch": 41, "iter": 3700, "lr": 0.08268, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.25734, "top5_acc": 0.51047, "loss_cls": 5.79266, "loss": 5.79266, "time": 0.60565} +{"mode": "val", "epoch": 41, "iter": 309, "lr": 0.08267, "top1_acc": 0.1793, "top5_acc": 0.39984, "mean_class_accuracy": 0.1792} +{"mode": "train", "epoch": 42, "iter": 100, "lr": 0.08265, "memory": 16180, "data_time": 1.37024, "top1_acc": 0.27328, "top5_acc": 0.52781, "loss_cls": 5.68607, "loss": 5.68607, "time": 1.96285} +{"mode": "train", "epoch": 42, "iter": 200, "lr": 0.08263, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26266, "top5_acc": 0.52469, "loss_cls": 5.72713, "loss": 5.72713, "time": 0.59842} +{"mode": "train", "epoch": 42, "iter": 300, "lr": 0.08261, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26219, "top5_acc": 0.51781, "loss_cls": 5.73218, "loss": 5.73218, "time": 0.59675} +{"mode": "train", "epoch": 42, "iter": 400, "lr": 0.08259, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26891, "top5_acc": 0.53031, "loss_cls": 5.67715, "loss": 5.67715, "time": 0.59968} +{"mode": "train", "epoch": 42, "iter": 500, "lr": 0.08257, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.26391, "top5_acc": 0.51984, "loss_cls": 5.71993, "loss": 5.71993, "time": 0.59959} +{"mode": "train", "epoch": 42, "iter": 600, "lr": 0.08254, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26391, "top5_acc": 0.52344, "loss_cls": 5.72312, "loss": 5.72312, "time": 0.60232} +{"mode": "train", "epoch": 42, "iter": 700, "lr": 0.08252, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25078, "top5_acc": 0.51328, "loss_cls": 5.77242, "loss": 5.77242, "time": 0.60613} +{"mode": "train", "epoch": 42, "iter": 800, "lr": 0.0825, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25328, "top5_acc": 0.51266, "loss_cls": 5.77205, "loss": 5.77205, "time": 0.59711} +{"mode": "train", "epoch": 42, "iter": 900, "lr": 0.08248, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26281, "top5_acc": 0.51328, "loss_cls": 5.77462, "loss": 5.77462, "time": 0.60072} +{"mode": "train", "epoch": 42, "iter": 1000, "lr": 0.08246, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25469, "top5_acc": 0.51719, "loss_cls": 5.74451, "loss": 5.74451, "time": 0.60078} +{"mode": "train", "epoch": 42, "iter": 1100, "lr": 0.08244, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26578, "top5_acc": 0.51562, "loss_cls": 5.7277, "loss": 5.7277, "time": 0.5966} +{"mode": "train", "epoch": 42, "iter": 1200, "lr": 0.08242, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25578, "top5_acc": 0.52047, "loss_cls": 5.74667, "loss": 5.74667, "time": 0.59632} +{"mode": "train", "epoch": 42, "iter": 1300, "lr": 0.0824, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26781, "top5_acc": 0.51703, "loss_cls": 5.72337, "loss": 5.72337, "time": 0.59725} +{"mode": "train", "epoch": 42, "iter": 1400, "lr": 0.08237, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.25547, "top5_acc": 0.51625, "loss_cls": 5.74574, "loss": 5.74574, "time": 0.6058} +{"mode": "train", "epoch": 42, "iter": 1500, "lr": 0.08235, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.26844, "top5_acc": 0.52219, "loss_cls": 5.73874, "loss": 5.73874, "time": 0.60996} +{"mode": "train", "epoch": 42, "iter": 1600, "lr": 0.08233, "memory": 16180, "data_time": 0.00046, "top1_acc": 0.26562, "top5_acc": 0.51391, "loss_cls": 5.75862, "loss": 5.75862, "time": 0.60654} +{"mode": "train", "epoch": 42, "iter": 1700, "lr": 0.08231, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26797, "top5_acc": 0.52047, "loss_cls": 5.76495, "loss": 5.76495, "time": 0.60267} +{"mode": "train", "epoch": 42, "iter": 1800, "lr": 0.08229, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.27203, "top5_acc": 0.51625, "loss_cls": 5.73323, "loss": 5.73323, "time": 0.60467} +{"mode": "train", "epoch": 42, "iter": 1900, "lr": 0.08227, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25703, "top5_acc": 0.51359, "loss_cls": 5.75949, "loss": 5.75949, "time": 0.60235} +{"mode": "train", "epoch": 42, "iter": 2000, "lr": 0.08225, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26359, "top5_acc": 0.51797, "loss_cls": 5.74733, "loss": 5.74733, "time": 0.59946} +{"mode": "train", "epoch": 42, "iter": 2100, "lr": 0.08222, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26094, "top5_acc": 0.52156, "loss_cls": 5.73264, "loss": 5.73264, "time": 0.6001} +{"mode": "train", "epoch": 42, "iter": 2200, "lr": 0.0822, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25656, "top5_acc": 0.51703, "loss_cls": 5.7565, "loss": 5.7565, "time": 0.59821} +{"mode": "train", "epoch": 42, "iter": 2300, "lr": 0.08218, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25281, "top5_acc": 0.51156, "loss_cls": 5.77877, "loss": 5.77877, "time": 0.60485} +{"mode": "train", "epoch": 42, "iter": 2400, "lr": 0.08216, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.2625, "top5_acc": 0.51391, "loss_cls": 5.73539, "loss": 5.73539, "time": 0.5998} +{"mode": "train", "epoch": 42, "iter": 2500, "lr": 0.08214, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26828, "top5_acc": 0.53016, "loss_cls": 5.70796, "loss": 5.70796, "time": 0.60341} +{"mode": "train", "epoch": 42, "iter": 2600, "lr": 0.08212, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26297, "top5_acc": 0.51141, "loss_cls": 5.75544, "loss": 5.75544, "time": 0.60274} +{"mode": "train", "epoch": 42, "iter": 2700, "lr": 0.0821, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.26453, "top5_acc": 0.52094, "loss_cls": 5.75546, "loss": 5.75546, "time": 0.60244} +{"mode": "train", "epoch": 42, "iter": 2800, "lr": 0.08207, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26078, "top5_acc": 0.515, "loss_cls": 5.74674, "loss": 5.74674, "time": 0.60308} +{"mode": "train", "epoch": 42, "iter": 2900, "lr": 0.08205, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26406, "top5_acc": 0.51984, "loss_cls": 5.74112, "loss": 5.74112, "time": 0.59906} +{"mode": "train", "epoch": 42, "iter": 3000, "lr": 0.08203, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.25297, "top5_acc": 0.51781, "loss_cls": 5.77392, "loss": 5.77392, "time": 0.61045} +{"mode": "train", "epoch": 42, "iter": 3100, "lr": 0.08201, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.2625, "top5_acc": 0.51156, "loss_cls": 5.75594, "loss": 5.75594, "time": 0.60441} +{"mode": "train", "epoch": 42, "iter": 3200, "lr": 0.08199, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.275, "top5_acc": 0.51547, "loss_cls": 5.73755, "loss": 5.73755, "time": 0.59984} +{"mode": "train", "epoch": 42, "iter": 3300, "lr": 0.08197, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26687, "top5_acc": 0.5125, "loss_cls": 5.76698, "loss": 5.76698, "time": 0.60189} +{"mode": "train", "epoch": 42, "iter": 3400, "lr": 0.08195, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26562, "top5_acc": 0.51422, "loss_cls": 5.74954, "loss": 5.74954, "time": 0.6047} +{"mode": "train", "epoch": 42, "iter": 3500, "lr": 0.08192, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.26297, "top5_acc": 0.51828, "loss_cls": 5.75265, "loss": 5.75265, "time": 0.60535} +{"mode": "train", "epoch": 42, "iter": 3600, "lr": 0.0819, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26812, "top5_acc": 0.52203, "loss_cls": 5.71373, "loss": 5.71373, "time": 0.60254} +{"mode": "train", "epoch": 42, "iter": 3700, "lr": 0.08188, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26031, "top5_acc": 0.51281, "loss_cls": 5.77568, "loss": 5.77568, "time": 0.60269} +{"mode": "val", "epoch": 42, "iter": 309, "lr": 0.08187, "top1_acc": 0.20113, "top5_acc": 0.43707, "mean_class_accuracy": 0.20088} +{"mode": "train", "epoch": 43, "iter": 100, "lr": 0.08185, "memory": 16180, "data_time": 1.36033, "top1_acc": 0.26766, "top5_acc": 0.52875, "loss_cls": 5.68967, "loss": 5.68967, "time": 1.95243} +{"mode": "train", "epoch": 43, "iter": 200, "lr": 0.08183, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26172, "top5_acc": 0.51781, "loss_cls": 5.75186, "loss": 5.75186, "time": 0.5973} +{"mode": "train", "epoch": 43, "iter": 300, "lr": 0.08181, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27016, "top5_acc": 0.51719, "loss_cls": 5.7445, "loss": 5.7445, "time": 0.6013} +{"mode": "train", "epoch": 43, "iter": 400, "lr": 0.08179, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27656, "top5_acc": 0.53328, "loss_cls": 5.66109, "loss": 5.66109, "time": 0.59912} +{"mode": "train", "epoch": 43, "iter": 500, "lr": 0.08176, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26703, "top5_acc": 0.52781, "loss_cls": 5.68775, "loss": 5.68775, "time": 0.59882} +{"mode": "train", "epoch": 43, "iter": 600, "lr": 0.08174, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27891, "top5_acc": 0.53219, "loss_cls": 5.68496, "loss": 5.68496, "time": 0.59999} +{"mode": "train", "epoch": 43, "iter": 700, "lr": 0.08172, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25984, "top5_acc": 0.50875, "loss_cls": 5.78199, "loss": 5.78199, "time": 0.60452} +{"mode": "train", "epoch": 43, "iter": 800, "lr": 0.0817, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26922, "top5_acc": 0.52062, "loss_cls": 5.72385, "loss": 5.72385, "time": 0.60901} +{"mode": "train", "epoch": 43, "iter": 900, "lr": 0.08168, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26359, "top5_acc": 0.51562, "loss_cls": 5.74254, "loss": 5.74254, "time": 0.59494} +{"mode": "train", "epoch": 43, "iter": 1000, "lr": 0.08166, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.265, "top5_acc": 0.51703, "loss_cls": 5.71234, "loss": 5.71234, "time": 0.60092} +{"mode": "train", "epoch": 43, "iter": 1100, "lr": 0.08163, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26234, "top5_acc": 0.52281, "loss_cls": 5.73107, "loss": 5.73107, "time": 0.60315} +{"mode": "train", "epoch": 43, "iter": 1200, "lr": 0.08161, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26109, "top5_acc": 0.51625, "loss_cls": 5.77557, "loss": 5.77557, "time": 0.60015} +{"mode": "train", "epoch": 43, "iter": 1300, "lr": 0.08159, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26109, "top5_acc": 0.51422, "loss_cls": 5.74192, "loss": 5.74192, "time": 0.60116} +{"mode": "train", "epoch": 43, "iter": 1400, "lr": 0.08157, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27062, "top5_acc": 0.52062, "loss_cls": 5.71334, "loss": 5.71334, "time": 0.59821} +{"mode": "train", "epoch": 43, "iter": 1500, "lr": 0.08155, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.27234, "top5_acc": 0.53109, "loss_cls": 5.67583, "loss": 5.67583, "time": 0.60904} +{"mode": "train", "epoch": 43, "iter": 1600, "lr": 0.08153, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.25953, "top5_acc": 0.52172, "loss_cls": 5.73984, "loss": 5.73984, "time": 0.61075} +{"mode": "train", "epoch": 43, "iter": 1700, "lr": 0.0815, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26781, "top5_acc": 0.52344, "loss_cls": 5.7158, "loss": 5.7158, "time": 0.60477} +{"mode": "train", "epoch": 43, "iter": 1800, "lr": 0.08148, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25516, "top5_acc": 0.50234, "loss_cls": 5.81196, "loss": 5.81196, "time": 0.59991} +{"mode": "train", "epoch": 43, "iter": 1900, "lr": 0.08146, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27234, "top5_acc": 0.52297, "loss_cls": 5.69348, "loss": 5.69348, "time": 0.60388} +{"mode": "train", "epoch": 43, "iter": 2000, "lr": 0.08144, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26, "top5_acc": 0.51781, "loss_cls": 5.73562, "loss": 5.73562, "time": 0.59957} +{"mode": "train", "epoch": 43, "iter": 2100, "lr": 0.08142, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25688, "top5_acc": 0.51281, "loss_cls": 5.73231, "loss": 5.73231, "time": 0.59838} +{"mode": "train", "epoch": 43, "iter": 2200, "lr": 0.0814, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25734, "top5_acc": 0.50828, "loss_cls": 5.78342, "loss": 5.78342, "time": 0.59912} +{"mode": "train", "epoch": 43, "iter": 2300, "lr": 0.08137, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25797, "top5_acc": 0.51875, "loss_cls": 5.77571, "loss": 5.77571, "time": 0.59813} +{"mode": "train", "epoch": 43, "iter": 2400, "lr": 0.08135, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25875, "top5_acc": 0.50953, "loss_cls": 5.75979, "loss": 5.75979, "time": 0.60151} +{"mode": "train", "epoch": 43, "iter": 2500, "lr": 0.08133, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27688, "top5_acc": 0.52516, "loss_cls": 5.69732, "loss": 5.69732, "time": 0.60017} +{"mode": "train", "epoch": 43, "iter": 2600, "lr": 0.08131, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.25641, "top5_acc": 0.51172, "loss_cls": 5.78447, "loss": 5.78447, "time": 0.60721} +{"mode": "train", "epoch": 43, "iter": 2700, "lr": 0.08129, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25891, "top5_acc": 0.51656, "loss_cls": 5.75958, "loss": 5.75958, "time": 0.59977} +{"mode": "train", "epoch": 43, "iter": 2800, "lr": 0.08126, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27078, "top5_acc": 0.52016, "loss_cls": 5.69457, "loss": 5.69457, "time": 0.59636} +{"mode": "train", "epoch": 43, "iter": 2900, "lr": 0.08124, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25125, "top5_acc": 0.49359, "loss_cls": 5.83041, "loss": 5.83041, "time": 0.60359} +{"mode": "train", "epoch": 43, "iter": 3000, "lr": 0.08122, "memory": 16180, "data_time": 0.00059, "top1_acc": 0.26406, "top5_acc": 0.50922, "loss_cls": 5.77577, "loss": 5.77577, "time": 0.60594} +{"mode": "train", "epoch": 43, "iter": 3100, "lr": 0.0812, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.26469, "top5_acc": 0.52203, "loss_cls": 5.72878, "loss": 5.72878, "time": 0.60854} +{"mode": "train", "epoch": 43, "iter": 3200, "lr": 0.08118, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.25859, "top5_acc": 0.52156, "loss_cls": 5.73168, "loss": 5.73168, "time": 0.60093} +{"mode": "train", "epoch": 43, "iter": 3300, "lr": 0.08116, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27156, "top5_acc": 0.52594, "loss_cls": 5.68615, "loss": 5.68615, "time": 0.59838} +{"mode": "train", "epoch": 43, "iter": 3400, "lr": 0.08113, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.26078, "top5_acc": 0.51266, "loss_cls": 5.77219, "loss": 5.77219, "time": 0.60394} +{"mode": "train", "epoch": 43, "iter": 3500, "lr": 0.08111, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.27437, "top5_acc": 0.51969, "loss_cls": 5.73222, "loss": 5.73222, "time": 0.61058} +{"mode": "train", "epoch": 43, "iter": 3600, "lr": 0.08109, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26484, "top5_acc": 0.52422, "loss_cls": 5.72463, "loss": 5.72463, "time": 0.60333} +{"mode": "train", "epoch": 43, "iter": 3700, "lr": 0.08107, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27297, "top5_acc": 0.52641, "loss_cls": 5.70524, "loss": 5.70524, "time": 0.60618} +{"mode": "val", "epoch": 43, "iter": 309, "lr": 0.08106, "top1_acc": 0.20397, "top5_acc": 0.44026, "mean_class_accuracy": 0.20376} +{"mode": "train", "epoch": 44, "iter": 100, "lr": 0.08104, "memory": 16180, "data_time": 1.46392, "top1_acc": 0.28062, "top5_acc": 0.53203, "loss_cls": 5.6594, "loss": 5.6594, "time": 2.06122} +{"mode": "train", "epoch": 44, "iter": 200, "lr": 0.08101, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26484, "top5_acc": 0.52672, "loss_cls": 5.6916, "loss": 5.6916, "time": 0.59657} +{"mode": "train", "epoch": 44, "iter": 300, "lr": 0.08099, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27422, "top5_acc": 0.52578, "loss_cls": 5.70917, "loss": 5.70917, "time": 0.59771} +{"mode": "train", "epoch": 44, "iter": 400, "lr": 0.08097, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26016, "top5_acc": 0.51562, "loss_cls": 5.74017, "loss": 5.74017, "time": 0.60276} +{"mode": "train", "epoch": 44, "iter": 500, "lr": 0.08095, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.27344, "top5_acc": 0.52141, "loss_cls": 5.70091, "loss": 5.70091, "time": 0.60349} +{"mode": "train", "epoch": 44, "iter": 600, "lr": 0.08093, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26984, "top5_acc": 0.52391, "loss_cls": 5.73225, "loss": 5.73225, "time": 0.60193} +{"mode": "train", "epoch": 44, "iter": 700, "lr": 0.0809, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27172, "top5_acc": 0.52922, "loss_cls": 5.68414, "loss": 5.68414, "time": 0.60369} +{"mode": "train", "epoch": 44, "iter": 800, "lr": 0.08088, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26453, "top5_acc": 0.52188, "loss_cls": 5.72482, "loss": 5.72482, "time": 0.60415} +{"mode": "train", "epoch": 44, "iter": 900, "lr": 0.08086, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25547, "top5_acc": 0.52281, "loss_cls": 5.7496, "loss": 5.7496, "time": 0.59554} +{"mode": "train", "epoch": 44, "iter": 1000, "lr": 0.08084, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26875, "top5_acc": 0.52109, "loss_cls": 5.72115, "loss": 5.72115, "time": 0.60209} +{"mode": "train", "epoch": 44, "iter": 1100, "lr": 0.08082, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27281, "top5_acc": 0.52578, "loss_cls": 5.70271, "loss": 5.70271, "time": 0.59635} +{"mode": "train", "epoch": 44, "iter": 1200, "lr": 0.08079, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26375, "top5_acc": 0.51609, "loss_cls": 5.76026, "loss": 5.76026, "time": 0.59752} +{"mode": "train", "epoch": 44, "iter": 1300, "lr": 0.08077, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26672, "top5_acc": 0.52906, "loss_cls": 5.71916, "loss": 5.71916, "time": 0.60044} +{"mode": "train", "epoch": 44, "iter": 1400, "lr": 0.08075, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25406, "top5_acc": 0.50688, "loss_cls": 5.77193, "loss": 5.77193, "time": 0.6006} +{"mode": "train", "epoch": 44, "iter": 1500, "lr": 0.08073, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26312, "top5_acc": 0.50938, "loss_cls": 5.74323, "loss": 5.74323, "time": 0.59882} +{"mode": "train", "epoch": 44, "iter": 1600, "lr": 0.08071, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27875, "top5_acc": 0.52875, "loss_cls": 5.68911, "loss": 5.68911, "time": 0.60227} +{"mode": "train", "epoch": 44, "iter": 1700, "lr": 0.08068, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27359, "top5_acc": 0.52062, "loss_cls": 5.71063, "loss": 5.71063, "time": 0.60006} +{"mode": "train", "epoch": 44, "iter": 1800, "lr": 0.08066, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26188, "top5_acc": 0.51375, "loss_cls": 5.76205, "loss": 5.76205, "time": 0.60111} +{"mode": "train", "epoch": 44, "iter": 1900, "lr": 0.08064, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27547, "top5_acc": 0.52547, "loss_cls": 5.71627, "loss": 5.71627, "time": 0.5987} +{"mode": "train", "epoch": 44, "iter": 2000, "lr": 0.08062, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26609, "top5_acc": 0.51219, "loss_cls": 5.74893, "loss": 5.74893, "time": 0.59932} +{"mode": "train", "epoch": 44, "iter": 2100, "lr": 0.0806, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27062, "top5_acc": 0.51844, "loss_cls": 5.72226, "loss": 5.72226, "time": 0.59878} +{"mode": "train", "epoch": 44, "iter": 2200, "lr": 0.08057, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26188, "top5_acc": 0.51688, "loss_cls": 5.76837, "loss": 5.76837, "time": 0.59887} +{"mode": "train", "epoch": 44, "iter": 2300, "lr": 0.08055, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25891, "top5_acc": 0.52438, "loss_cls": 5.7166, "loss": 5.7166, "time": 0.60418} +{"mode": "train", "epoch": 44, "iter": 2400, "lr": 0.08053, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26094, "top5_acc": 0.52234, "loss_cls": 5.73749, "loss": 5.73749, "time": 0.60007} +{"mode": "train", "epoch": 44, "iter": 2500, "lr": 0.08051, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25844, "top5_acc": 0.51375, "loss_cls": 5.75601, "loss": 5.75601, "time": 0.60231} +{"mode": "train", "epoch": 44, "iter": 2600, "lr": 0.08048, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26578, "top5_acc": 0.51812, "loss_cls": 5.73795, "loss": 5.73795, "time": 0.60464} +{"mode": "train", "epoch": 44, "iter": 2700, "lr": 0.08046, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26312, "top5_acc": 0.51609, "loss_cls": 5.71726, "loss": 5.71726, "time": 0.6002} +{"mode": "train", "epoch": 44, "iter": 2800, "lr": 0.08044, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26797, "top5_acc": 0.52281, "loss_cls": 5.72586, "loss": 5.72586, "time": 0.60388} +{"mode": "train", "epoch": 44, "iter": 2900, "lr": 0.08042, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25891, "top5_acc": 0.51266, "loss_cls": 5.75757, "loss": 5.75757, "time": 0.60556} +{"mode": "train", "epoch": 44, "iter": 3000, "lr": 0.0804, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26547, "top5_acc": 0.52469, "loss_cls": 5.71158, "loss": 5.71158, "time": 0.61268} +{"mode": "train", "epoch": 44, "iter": 3100, "lr": 0.08037, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26859, "top5_acc": 0.52094, "loss_cls": 5.724, "loss": 5.724, "time": 0.60347} +{"mode": "train", "epoch": 44, "iter": 3200, "lr": 0.08035, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27703, "top5_acc": 0.52094, "loss_cls": 5.71133, "loss": 5.71133, "time": 0.59815} +{"mode": "train", "epoch": 44, "iter": 3300, "lr": 0.08033, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.26078, "top5_acc": 0.51203, "loss_cls": 5.76274, "loss": 5.76274, "time": 0.60054} +{"mode": "train", "epoch": 44, "iter": 3400, "lr": 0.08031, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26562, "top5_acc": 0.515, "loss_cls": 5.74687, "loss": 5.74687, "time": 0.60049} +{"mode": "train", "epoch": 44, "iter": 3500, "lr": 0.08028, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26125, "top5_acc": 0.52719, "loss_cls": 5.75659, "loss": 5.75659, "time": 0.60778} +{"mode": "train", "epoch": 44, "iter": 3600, "lr": 0.08026, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26672, "top5_acc": 0.51125, "loss_cls": 5.72865, "loss": 5.72865, "time": 0.60117} +{"mode": "train", "epoch": 44, "iter": 3700, "lr": 0.08024, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.25828, "top5_acc": 0.50938, "loss_cls": 5.76825, "loss": 5.76825, "time": 0.60185} +{"mode": "val", "epoch": 44, "iter": 309, "lr": 0.08023, "top1_acc": 0.21476, "top5_acc": 0.45312, "mean_class_accuracy": 0.21478} +{"mode": "train", "epoch": 45, "iter": 100, "lr": 0.08021, "memory": 16180, "data_time": 1.41666, "top1_acc": 0.26641, "top5_acc": 0.53094, "loss_cls": 5.7064, "loss": 5.7064, "time": 2.01493} +{"mode": "train", "epoch": 45, "iter": 200, "lr": 0.08019, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27047, "top5_acc": 0.52844, "loss_cls": 5.69666, "loss": 5.69666, "time": 0.59799} +{"mode": "train", "epoch": 45, "iter": 300, "lr": 0.08016, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.275, "top5_acc": 0.52391, "loss_cls": 5.69925, "loss": 5.69925, "time": 0.59908} +{"mode": "train", "epoch": 45, "iter": 400, "lr": 0.08014, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26562, "top5_acc": 0.52312, "loss_cls": 5.69781, "loss": 5.69781, "time": 0.5994} +{"mode": "train", "epoch": 45, "iter": 500, "lr": 0.08012, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26953, "top5_acc": 0.51844, "loss_cls": 5.71575, "loss": 5.71575, "time": 0.60399} +{"mode": "train", "epoch": 45, "iter": 600, "lr": 0.0801, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26953, "top5_acc": 0.52016, "loss_cls": 5.71547, "loss": 5.71547, "time": 0.60218} +{"mode": "train", "epoch": 45, "iter": 700, "lr": 0.08007, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26625, "top5_acc": 0.52531, "loss_cls": 5.72005, "loss": 5.72005, "time": 0.60781} +{"mode": "train", "epoch": 45, "iter": 800, "lr": 0.08005, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25703, "top5_acc": 0.52062, "loss_cls": 5.73617, "loss": 5.73617, "time": 0.61216} +{"mode": "train", "epoch": 45, "iter": 900, "lr": 0.08003, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27234, "top5_acc": 0.52469, "loss_cls": 5.70323, "loss": 5.70323, "time": 0.6003} +{"mode": "train", "epoch": 45, "iter": 1000, "lr": 0.08001, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.25766, "top5_acc": 0.51906, "loss_cls": 5.71805, "loss": 5.71805, "time": 0.60088} +{"mode": "train", "epoch": 45, "iter": 1100, "lr": 0.07998, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27766, "top5_acc": 0.52891, "loss_cls": 5.68865, "loss": 5.68865, "time": 0.60195} +{"mode": "train", "epoch": 45, "iter": 1200, "lr": 0.07996, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26281, "top5_acc": 0.51609, "loss_cls": 5.71542, "loss": 5.71542, "time": 0.60103} +{"mode": "train", "epoch": 45, "iter": 1300, "lr": 0.07994, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26141, "top5_acc": 0.50844, "loss_cls": 5.74399, "loss": 5.74399, "time": 0.60205} +{"mode": "train", "epoch": 45, "iter": 1400, "lr": 0.07992, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.2675, "top5_acc": 0.52422, "loss_cls": 5.73187, "loss": 5.73187, "time": 0.59923} +{"mode": "train", "epoch": 45, "iter": 1500, "lr": 0.0799, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26281, "top5_acc": 0.51797, "loss_cls": 5.74429, "loss": 5.74429, "time": 0.60198} +{"mode": "train", "epoch": 45, "iter": 1600, "lr": 0.07987, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26625, "top5_acc": 0.51469, "loss_cls": 5.73847, "loss": 5.73847, "time": 0.60075} +{"mode": "train", "epoch": 45, "iter": 1700, "lr": 0.07985, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27844, "top5_acc": 0.53516, "loss_cls": 5.68231, "loss": 5.68231, "time": 0.59772} +{"mode": "train", "epoch": 45, "iter": 1800, "lr": 0.07983, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26766, "top5_acc": 0.51781, "loss_cls": 5.72977, "loss": 5.72977, "time": 0.59935} +{"mode": "train", "epoch": 45, "iter": 1900, "lr": 0.07981, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27578, "top5_acc": 0.52469, "loss_cls": 5.66058, "loss": 5.66058, "time": 0.59783} +{"mode": "train", "epoch": 45, "iter": 2000, "lr": 0.07978, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26, "top5_acc": 0.50172, "loss_cls": 5.76731, "loss": 5.76731, "time": 0.59926} +{"mode": "train", "epoch": 45, "iter": 2100, "lr": 0.07976, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25766, "top5_acc": 0.5075, "loss_cls": 5.77942, "loss": 5.77942, "time": 0.60112} +{"mode": "train", "epoch": 45, "iter": 2200, "lr": 0.07974, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.28141, "top5_acc": 0.53219, "loss_cls": 5.68071, "loss": 5.68071, "time": 0.60755} +{"mode": "train", "epoch": 45, "iter": 2300, "lr": 0.07972, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.2775, "top5_acc": 0.52828, "loss_cls": 5.68157, "loss": 5.68157, "time": 0.60831} +{"mode": "train", "epoch": 45, "iter": 2400, "lr": 0.07969, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26828, "top5_acc": 0.52891, "loss_cls": 5.71959, "loss": 5.71959, "time": 0.60722} +{"mode": "train", "epoch": 45, "iter": 2500, "lr": 0.07967, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.2625, "top5_acc": 0.52, "loss_cls": 5.73504, "loss": 5.73504, "time": 0.60574} +{"mode": "train", "epoch": 45, "iter": 2600, "lr": 0.07965, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27203, "top5_acc": 0.52672, "loss_cls": 5.71105, "loss": 5.71105, "time": 0.60652} +{"mode": "train", "epoch": 45, "iter": 2700, "lr": 0.07963, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26406, "top5_acc": 0.51391, "loss_cls": 5.76163, "loss": 5.76163, "time": 0.60173} +{"mode": "train", "epoch": 45, "iter": 2800, "lr": 0.0796, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.26125, "top5_acc": 0.51266, "loss_cls": 5.77547, "loss": 5.77547, "time": 0.60412} +{"mode": "train", "epoch": 45, "iter": 2900, "lr": 0.07958, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.25812, "top5_acc": 0.51359, "loss_cls": 5.76142, "loss": 5.76142, "time": 0.60614} +{"mode": "train", "epoch": 45, "iter": 3000, "lr": 0.07956, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26937, "top5_acc": 0.51797, "loss_cls": 5.75157, "loss": 5.75157, "time": 0.60975} +{"mode": "train", "epoch": 45, "iter": 3100, "lr": 0.07954, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.25859, "top5_acc": 0.51641, "loss_cls": 5.77224, "loss": 5.77224, "time": 0.60468} +{"mode": "train", "epoch": 45, "iter": 3200, "lr": 0.07951, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.26047, "top5_acc": 0.52125, "loss_cls": 5.74275, "loss": 5.74275, "time": 0.60055} +{"mode": "train", "epoch": 45, "iter": 3300, "lr": 0.07949, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.26328, "top5_acc": 0.51438, "loss_cls": 5.76767, "loss": 5.76767, "time": 0.60008} +{"mode": "train", "epoch": 45, "iter": 3400, "lr": 0.07947, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.26062, "top5_acc": 0.51594, "loss_cls": 5.73776, "loss": 5.73776, "time": 0.60368} +{"mode": "train", "epoch": 45, "iter": 3500, "lr": 0.07945, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26766, "top5_acc": 0.51844, "loss_cls": 5.70684, "loss": 5.70684, "time": 0.60594} +{"mode": "train", "epoch": 45, "iter": 3600, "lr": 0.07942, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.25969, "top5_acc": 0.52688, "loss_cls": 5.72036, "loss": 5.72036, "time": 0.59924} +{"mode": "train", "epoch": 45, "iter": 3700, "lr": 0.0794, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26547, "top5_acc": 0.52703, "loss_cls": 5.70655, "loss": 5.70655, "time": 0.6038} +{"mode": "val", "epoch": 45, "iter": 309, "lr": 0.07939, "top1_acc": 0.171, "top5_acc": 0.39356, "mean_class_accuracy": 0.17077} +{"mode": "train", "epoch": 46, "iter": 100, "lr": 0.07937, "memory": 16180, "data_time": 1.43867, "top1_acc": 0.27516, "top5_acc": 0.53047, "loss_cls": 5.67811, "loss": 5.67811, "time": 2.0343} +{"mode": "train", "epoch": 46, "iter": 200, "lr": 0.07934, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26812, "top5_acc": 0.525, "loss_cls": 5.71062, "loss": 5.71062, "time": 0.59664} +{"mode": "train", "epoch": 46, "iter": 300, "lr": 0.07932, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26469, "top5_acc": 0.52359, "loss_cls": 5.70138, "loss": 5.70138, "time": 0.59751} +{"mode": "train", "epoch": 46, "iter": 400, "lr": 0.0793, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.2675, "top5_acc": 0.52156, "loss_cls": 5.68917, "loss": 5.68917, "time": 0.59839} +{"mode": "train", "epoch": 46, "iter": 500, "lr": 0.07928, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27047, "top5_acc": 0.52609, "loss_cls": 5.70768, "loss": 5.70768, "time": 0.60168} +{"mode": "train", "epoch": 46, "iter": 600, "lr": 0.07925, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26141, "top5_acc": 0.52078, "loss_cls": 5.72225, "loss": 5.72225, "time": 0.60167} +{"mode": "train", "epoch": 46, "iter": 700, "lr": 0.07923, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27531, "top5_acc": 0.52734, "loss_cls": 5.69783, "loss": 5.69783, "time": 0.60209} +{"mode": "train", "epoch": 46, "iter": 800, "lr": 0.07921, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26734, "top5_acc": 0.52422, "loss_cls": 5.72392, "loss": 5.72392, "time": 0.60758} +{"mode": "train", "epoch": 46, "iter": 900, "lr": 0.07919, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26937, "top5_acc": 0.52656, "loss_cls": 5.72052, "loss": 5.72052, "time": 0.6014} +{"mode": "train", "epoch": 46, "iter": 1000, "lr": 0.07916, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27469, "top5_acc": 0.52172, "loss_cls": 5.72938, "loss": 5.72938, "time": 0.60026} +{"mode": "train", "epoch": 46, "iter": 1100, "lr": 0.07914, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27312, "top5_acc": 0.53203, "loss_cls": 5.67408, "loss": 5.67408, "time": 0.59873} +{"mode": "train", "epoch": 46, "iter": 1200, "lr": 0.07912, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27016, "top5_acc": 0.53531, "loss_cls": 5.676, "loss": 5.676, "time": 0.60212} +{"mode": "train", "epoch": 46, "iter": 1300, "lr": 0.07909, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26672, "top5_acc": 0.51922, "loss_cls": 5.73605, "loss": 5.73605, "time": 0.60504} +{"mode": "train", "epoch": 46, "iter": 1400, "lr": 0.07907, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.26625, "top5_acc": 0.51562, "loss_cls": 5.7218, "loss": 5.7218, "time": 0.60762} +{"mode": "train", "epoch": 46, "iter": 1500, "lr": 0.07905, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27734, "top5_acc": 0.53453, "loss_cls": 5.67773, "loss": 5.67773, "time": 0.59927} +{"mode": "train", "epoch": 46, "iter": 1600, "lr": 0.07903, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27156, "top5_acc": 0.52125, "loss_cls": 5.72144, "loss": 5.72144, "time": 0.60123} +{"mode": "train", "epoch": 46, "iter": 1700, "lr": 0.079, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26469, "top5_acc": 0.52281, "loss_cls": 5.71566, "loss": 5.71566, "time": 0.60304} +{"mode": "train", "epoch": 46, "iter": 1800, "lr": 0.07898, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27, "top5_acc": 0.52266, "loss_cls": 5.71282, "loss": 5.71282, "time": 0.60006} +{"mode": "train", "epoch": 46, "iter": 1900, "lr": 0.07896, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.26937, "top5_acc": 0.51625, "loss_cls": 5.71918, "loss": 5.71918, "time": 0.60255} +{"mode": "train", "epoch": 46, "iter": 2000, "lr": 0.07894, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26422, "top5_acc": 0.52312, "loss_cls": 5.72141, "loss": 5.72141, "time": 0.59753} +{"mode": "train", "epoch": 46, "iter": 2100, "lr": 0.07891, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26359, "top5_acc": 0.51578, "loss_cls": 5.76183, "loss": 5.76183, "time": 0.60284} +{"mode": "train", "epoch": 46, "iter": 2200, "lr": 0.07889, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25578, "top5_acc": 0.51375, "loss_cls": 5.75948, "loss": 5.75948, "time": 0.59919} +{"mode": "train", "epoch": 46, "iter": 2300, "lr": 0.07887, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.25422, "top5_acc": 0.51812, "loss_cls": 5.76137, "loss": 5.76137, "time": 0.60069} +{"mode": "train", "epoch": 46, "iter": 2400, "lr": 0.07884, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26937, "top5_acc": 0.52469, "loss_cls": 5.69597, "loss": 5.69597, "time": 0.60007} +{"mode": "train", "epoch": 46, "iter": 2500, "lr": 0.07882, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26672, "top5_acc": 0.53078, "loss_cls": 5.6854, "loss": 5.6854, "time": 0.6023} +{"mode": "train", "epoch": 46, "iter": 2600, "lr": 0.0788, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25672, "top5_acc": 0.51328, "loss_cls": 5.7436, "loss": 5.7436, "time": 0.60036} +{"mode": "train", "epoch": 46, "iter": 2700, "lr": 0.07878, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26656, "top5_acc": 0.52297, "loss_cls": 5.69789, "loss": 5.69789, "time": 0.60283} +{"mode": "train", "epoch": 46, "iter": 2800, "lr": 0.07875, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.27516, "top5_acc": 0.52188, "loss_cls": 5.723, "loss": 5.723, "time": 0.6029} +{"mode": "train", "epoch": 46, "iter": 2900, "lr": 0.07873, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.26609, "top5_acc": 0.51125, "loss_cls": 5.73412, "loss": 5.73412, "time": 0.60942} +{"mode": "train", "epoch": 46, "iter": 3000, "lr": 0.07871, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.26562, "top5_acc": 0.51219, "loss_cls": 5.74949, "loss": 5.74949, "time": 0.6166} +{"mode": "train", "epoch": 46, "iter": 3100, "lr": 0.07868, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27016, "top5_acc": 0.52141, "loss_cls": 5.73987, "loss": 5.73987, "time": 0.60466} +{"mode": "train", "epoch": 46, "iter": 3200, "lr": 0.07866, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25125, "top5_acc": 0.51922, "loss_cls": 5.77351, "loss": 5.77351, "time": 0.59771} +{"mode": "train", "epoch": 46, "iter": 3300, "lr": 0.07864, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.2625, "top5_acc": 0.52109, "loss_cls": 5.7341, "loss": 5.7341, "time": 0.60452} +{"mode": "train", "epoch": 46, "iter": 3400, "lr": 0.07862, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.27141, "top5_acc": 0.51156, "loss_cls": 5.72663, "loss": 5.72663, "time": 0.60697} +{"mode": "train", "epoch": 46, "iter": 3500, "lr": 0.07859, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.25812, "top5_acc": 0.52344, "loss_cls": 5.7466, "loss": 5.7466, "time": 0.60742} +{"mode": "train", "epoch": 46, "iter": 3600, "lr": 0.07857, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26375, "top5_acc": 0.51656, "loss_cls": 5.73661, "loss": 5.73661, "time": 0.60507} +{"mode": "train", "epoch": 46, "iter": 3700, "lr": 0.07855, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26937, "top5_acc": 0.52828, "loss_cls": 5.71136, "loss": 5.71136, "time": 0.60737} +{"mode": "val", "epoch": 46, "iter": 309, "lr": 0.07854, "top1_acc": 0.18989, "top5_acc": 0.41853, "mean_class_accuracy": 0.18966} +{"mode": "train", "epoch": 47, "iter": 100, "lr": 0.07851, "memory": 16180, "data_time": 1.40939, "top1_acc": 0.27875, "top5_acc": 0.52672, "loss_cls": 5.70224, "loss": 5.70224, "time": 2.00674} +{"mode": "train", "epoch": 47, "iter": 200, "lr": 0.07849, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26937, "top5_acc": 0.53297, "loss_cls": 5.6703, "loss": 5.6703, "time": 0.60218} +{"mode": "train", "epoch": 47, "iter": 300, "lr": 0.07847, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.26844, "top5_acc": 0.53078, "loss_cls": 5.69151, "loss": 5.69151, "time": 0.61061} +{"mode": "train", "epoch": 47, "iter": 400, "lr": 0.07844, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.26438, "top5_acc": 0.53172, "loss_cls": 5.68552, "loss": 5.68552, "time": 0.60495} +{"mode": "train", "epoch": 47, "iter": 500, "lr": 0.07842, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.265, "top5_acc": 0.52469, "loss_cls": 5.71006, "loss": 5.71006, "time": 0.60238} +{"mode": "train", "epoch": 47, "iter": 600, "lr": 0.0784, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.26922, "top5_acc": 0.52625, "loss_cls": 5.69345, "loss": 5.69345, "time": 0.60518} +{"mode": "train", "epoch": 47, "iter": 700, "lr": 0.07838, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.26609, "top5_acc": 0.51578, "loss_cls": 5.71375, "loss": 5.71375, "time": 0.61002} +{"mode": "train", "epoch": 47, "iter": 800, "lr": 0.07835, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26344, "top5_acc": 0.51688, "loss_cls": 5.74066, "loss": 5.74066, "time": 0.61163} +{"mode": "train", "epoch": 47, "iter": 900, "lr": 0.07833, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27062, "top5_acc": 0.525, "loss_cls": 5.69429, "loss": 5.69429, "time": 0.60435} +{"mode": "train", "epoch": 47, "iter": 1000, "lr": 0.07831, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26094, "top5_acc": 0.51656, "loss_cls": 5.74375, "loss": 5.74375, "time": 0.60496} +{"mode": "train", "epoch": 47, "iter": 1100, "lr": 0.07828, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.24594, "top5_acc": 0.50187, "loss_cls": 5.80551, "loss": 5.80551, "time": 0.60302} +{"mode": "train", "epoch": 47, "iter": 1200, "lr": 0.07826, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27266, "top5_acc": 0.53359, "loss_cls": 5.66626, "loss": 5.66626, "time": 0.60313} +{"mode": "train", "epoch": 47, "iter": 1300, "lr": 0.07824, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.27312, "top5_acc": 0.52812, "loss_cls": 5.68453, "loss": 5.68453, "time": 0.6081} +{"mode": "train", "epoch": 47, "iter": 1400, "lr": 0.07821, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.26687, "top5_acc": 0.52703, "loss_cls": 5.7124, "loss": 5.7124, "time": 0.60994} +{"mode": "train", "epoch": 47, "iter": 1500, "lr": 0.07819, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.27375, "top5_acc": 0.5325, "loss_cls": 5.66208, "loss": 5.66208, "time": 0.6045} +{"mode": "train", "epoch": 47, "iter": 1600, "lr": 0.07817, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.26062, "top5_acc": 0.51891, "loss_cls": 5.72146, "loss": 5.72146, "time": 0.60834} +{"mode": "train", "epoch": 47, "iter": 1700, "lr": 0.07814, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27422, "top5_acc": 0.52609, "loss_cls": 5.69842, "loss": 5.69842, "time": 0.60083} +{"mode": "train", "epoch": 47, "iter": 1800, "lr": 0.07812, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27172, "top5_acc": 0.52188, "loss_cls": 5.7095, "loss": 5.7095, "time": 0.60072} +{"mode": "train", "epoch": 47, "iter": 1900, "lr": 0.0781, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27703, "top5_acc": 0.52609, "loss_cls": 5.69043, "loss": 5.69043, "time": 0.59941} +{"mode": "train", "epoch": 47, "iter": 2000, "lr": 0.07808, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26172, "top5_acc": 0.51078, "loss_cls": 5.76197, "loss": 5.76197, "time": 0.5983} +{"mode": "train", "epoch": 47, "iter": 2100, "lr": 0.07805, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26406, "top5_acc": 0.52016, "loss_cls": 5.72993, "loss": 5.72993, "time": 0.599} +{"mode": "train", "epoch": 47, "iter": 2200, "lr": 0.07803, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27047, "top5_acc": 0.52234, "loss_cls": 5.70722, "loss": 5.70722, "time": 0.59773} +{"mode": "train", "epoch": 47, "iter": 2300, "lr": 0.07801, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26234, "top5_acc": 0.51172, "loss_cls": 5.74234, "loss": 5.74234, "time": 0.59647} +{"mode": "train", "epoch": 47, "iter": 2400, "lr": 0.07798, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27187, "top5_acc": 0.53, "loss_cls": 5.68927, "loss": 5.68927, "time": 0.59778} +{"mode": "train", "epoch": 47, "iter": 2500, "lr": 0.07796, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.27047, "top5_acc": 0.52359, "loss_cls": 5.73267, "loss": 5.73267, "time": 0.60187} +{"mode": "train", "epoch": 47, "iter": 2600, "lr": 0.07794, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.26703, "top5_acc": 0.52031, "loss_cls": 5.73102, "loss": 5.73102, "time": 0.60793} +{"mode": "train", "epoch": 47, "iter": 2700, "lr": 0.07791, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.27281, "top5_acc": 0.52297, "loss_cls": 5.7253, "loss": 5.7253, "time": 0.60943} +{"mode": "train", "epoch": 47, "iter": 2800, "lr": 0.07789, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.26937, "top5_acc": 0.52156, "loss_cls": 5.70621, "loss": 5.70621, "time": 0.60915} +{"mode": "train", "epoch": 47, "iter": 2900, "lr": 0.07787, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26312, "top5_acc": 0.51234, "loss_cls": 5.74313, "loss": 5.74313, "time": 0.6052} +{"mode": "train", "epoch": 47, "iter": 3000, "lr": 0.07784, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.26484, "top5_acc": 0.52281, "loss_cls": 5.70993, "loss": 5.70993, "time": 0.60951} +{"mode": "train", "epoch": 47, "iter": 3100, "lr": 0.07782, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26312, "top5_acc": 0.50969, "loss_cls": 5.76363, "loss": 5.76363, "time": 0.60442} +{"mode": "train", "epoch": 47, "iter": 3200, "lr": 0.0778, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.27844, "top5_acc": 0.52875, "loss_cls": 5.70221, "loss": 5.70221, "time": 0.59812} +{"mode": "train", "epoch": 47, "iter": 3300, "lr": 0.07777, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27, "top5_acc": 0.51953, "loss_cls": 5.72686, "loss": 5.72686, "time": 0.59955} +{"mode": "train", "epoch": 47, "iter": 3400, "lr": 0.07775, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26391, "top5_acc": 0.51734, "loss_cls": 5.73956, "loss": 5.73956, "time": 0.6021} +{"mode": "train", "epoch": 47, "iter": 3500, "lr": 0.07773, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27203, "top5_acc": 0.52328, "loss_cls": 5.70959, "loss": 5.70959, "time": 0.60648} +{"mode": "train", "epoch": 47, "iter": 3600, "lr": 0.0777, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27359, "top5_acc": 0.5325, "loss_cls": 5.69268, "loss": 5.69268, "time": 0.60111} +{"mode": "train", "epoch": 47, "iter": 3700, "lr": 0.07768, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27531, "top5_acc": 0.51734, "loss_cls": 5.71968, "loss": 5.71968, "time": 0.60764} +{"mode": "val", "epoch": 47, "iter": 309, "lr": 0.07767, "top1_acc": 0.20655, "top5_acc": 0.43139, "mean_class_accuracy": 0.20646} +{"mode": "train", "epoch": 48, "iter": 100, "lr": 0.07765, "memory": 16180, "data_time": 1.46938, "top1_acc": 0.27594, "top5_acc": 0.53781, "loss_cls": 5.64071, "loss": 5.64071, "time": 2.06698} +{"mode": "train", "epoch": 48, "iter": 200, "lr": 0.07762, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26469, "top5_acc": 0.51734, "loss_cls": 5.71799, "loss": 5.71799, "time": 0.59591} +{"mode": "train", "epoch": 48, "iter": 300, "lr": 0.0776, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27094, "top5_acc": 0.52516, "loss_cls": 5.69469, "loss": 5.69469, "time": 0.60235} +{"mode": "train", "epoch": 48, "iter": 400, "lr": 0.07758, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26984, "top5_acc": 0.53031, "loss_cls": 5.68243, "loss": 5.68243, "time": 0.59816} +{"mode": "train", "epoch": 48, "iter": 500, "lr": 0.07755, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.25953, "top5_acc": 0.51625, "loss_cls": 5.77481, "loss": 5.77481, "time": 0.59861} +{"mode": "train", "epoch": 48, "iter": 600, "lr": 0.07753, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27469, "top5_acc": 0.525, "loss_cls": 5.68595, "loss": 5.68595, "time": 0.59934} +{"mode": "train", "epoch": 48, "iter": 700, "lr": 0.07751, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27297, "top5_acc": 0.52922, "loss_cls": 5.6869, "loss": 5.6869, "time": 0.60468} +{"mode": "train", "epoch": 48, "iter": 800, "lr": 0.07748, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28047, "top5_acc": 0.53, "loss_cls": 5.68116, "loss": 5.68116, "time": 0.60454} +{"mode": "train", "epoch": 48, "iter": 900, "lr": 0.07746, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27656, "top5_acc": 0.51781, "loss_cls": 5.7038, "loss": 5.7038, "time": 0.60366} +{"mode": "train", "epoch": 48, "iter": 1000, "lr": 0.07744, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.27625, "top5_acc": 0.53297, "loss_cls": 5.69575, "loss": 5.69575, "time": 0.59799} +{"mode": "train", "epoch": 48, "iter": 1100, "lr": 0.07741, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.26344, "top5_acc": 0.52734, "loss_cls": 5.70236, "loss": 5.70236, "time": 0.59944} +{"mode": "train", "epoch": 48, "iter": 1200, "lr": 0.07739, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26766, "top5_acc": 0.52078, "loss_cls": 5.72348, "loss": 5.72348, "time": 0.60102} +{"mode": "train", "epoch": 48, "iter": 1300, "lr": 0.07737, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27422, "top5_acc": 0.53047, "loss_cls": 5.70186, "loss": 5.70186, "time": 0.59812} +{"mode": "train", "epoch": 48, "iter": 1400, "lr": 0.07734, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26875, "top5_acc": 0.51844, "loss_cls": 5.7346, "loss": 5.7346, "time": 0.5987} +{"mode": "train", "epoch": 48, "iter": 1500, "lr": 0.07732, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26344, "top5_acc": 0.51984, "loss_cls": 5.71756, "loss": 5.71756, "time": 0.60165} +{"mode": "train", "epoch": 48, "iter": 1600, "lr": 0.0773, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26828, "top5_acc": 0.52312, "loss_cls": 5.70389, "loss": 5.70389, "time": 0.59918} +{"mode": "train", "epoch": 48, "iter": 1700, "lr": 0.07727, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26531, "top5_acc": 0.51984, "loss_cls": 5.73342, "loss": 5.73342, "time": 0.60035} +{"mode": "train", "epoch": 48, "iter": 1800, "lr": 0.07725, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27109, "top5_acc": 0.53281, "loss_cls": 5.68923, "loss": 5.68923, "time": 0.60177} +{"mode": "train", "epoch": 48, "iter": 1900, "lr": 0.07723, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27359, "top5_acc": 0.52375, "loss_cls": 5.69515, "loss": 5.69515, "time": 0.5985} +{"mode": "train", "epoch": 48, "iter": 2000, "lr": 0.0772, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.2625, "top5_acc": 0.51969, "loss_cls": 5.7468, "loss": 5.7468, "time": 0.60043} +{"mode": "train", "epoch": 48, "iter": 2100, "lr": 0.07718, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.26625, "top5_acc": 0.51609, "loss_cls": 5.75027, "loss": 5.75027, "time": 0.60757} +{"mode": "train", "epoch": 48, "iter": 2200, "lr": 0.07716, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.26281, "top5_acc": 0.53109, "loss_cls": 5.71825, "loss": 5.71825, "time": 0.60667} +{"mode": "train", "epoch": 48, "iter": 2300, "lr": 0.07713, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26719, "top5_acc": 0.51953, "loss_cls": 5.72414, "loss": 5.72414, "time": 0.60345} +{"mode": "train", "epoch": 48, "iter": 2400, "lr": 0.07711, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27281, "top5_acc": 0.52578, "loss_cls": 5.69128, "loss": 5.69128, "time": 0.59972} +{"mode": "train", "epoch": 48, "iter": 2500, "lr": 0.07709, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25703, "top5_acc": 0.51156, "loss_cls": 5.7414, "loss": 5.7414, "time": 0.59934} +{"mode": "train", "epoch": 48, "iter": 2600, "lr": 0.07706, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26969, "top5_acc": 0.52188, "loss_cls": 5.71187, "loss": 5.71187, "time": 0.60019} +{"mode": "train", "epoch": 48, "iter": 2700, "lr": 0.07704, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26859, "top5_acc": 0.51406, "loss_cls": 5.73775, "loss": 5.73775, "time": 0.59983} +{"mode": "train", "epoch": 48, "iter": 2800, "lr": 0.07701, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26297, "top5_acc": 0.51578, "loss_cls": 5.73538, "loss": 5.73538, "time": 0.60292} +{"mode": "train", "epoch": 48, "iter": 2900, "lr": 0.07699, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26219, "top5_acc": 0.52062, "loss_cls": 5.74012, "loss": 5.74012, "time": 0.61551} +{"mode": "train", "epoch": 48, "iter": 3000, "lr": 0.07697, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27047, "top5_acc": 0.52203, "loss_cls": 5.70315, "loss": 5.70315, "time": 0.6082} +{"mode": "train", "epoch": 48, "iter": 3100, "lr": 0.07694, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27531, "top5_acc": 0.53609, "loss_cls": 5.67958, "loss": 5.67958, "time": 0.60182} +{"mode": "train", "epoch": 48, "iter": 3200, "lr": 0.07692, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26969, "top5_acc": 0.51516, "loss_cls": 5.70393, "loss": 5.70393, "time": 0.6068} +{"mode": "train", "epoch": 48, "iter": 3300, "lr": 0.0769, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26562, "top5_acc": 0.52672, "loss_cls": 5.70657, "loss": 5.70657, "time": 0.60135} +{"mode": "train", "epoch": 48, "iter": 3400, "lr": 0.07687, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26344, "top5_acc": 0.52438, "loss_cls": 5.72326, "loss": 5.72326, "time": 0.60668} +{"mode": "train", "epoch": 48, "iter": 3500, "lr": 0.07685, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.27437, "top5_acc": 0.53047, "loss_cls": 5.67175, "loss": 5.67175, "time": 0.60459} +{"mode": "train", "epoch": 48, "iter": 3600, "lr": 0.07683, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26906, "top5_acc": 0.53391, "loss_cls": 5.6894, "loss": 5.6894, "time": 0.60065} +{"mode": "train", "epoch": 48, "iter": 3700, "lr": 0.0768, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26953, "top5_acc": 0.52078, "loss_cls": 5.69782, "loss": 5.69782, "time": 0.60988} +{"mode": "val", "epoch": 48, "iter": 309, "lr": 0.07679, "top1_acc": 0.18462, "top5_acc": 0.4049, "mean_class_accuracy": 0.18457} +{"mode": "train", "epoch": 49, "iter": 100, "lr": 0.07677, "memory": 16180, "data_time": 1.45472, "top1_acc": 0.27578, "top5_acc": 0.53438, "loss_cls": 5.648, "loss": 5.648, "time": 2.04899} +{"mode": "train", "epoch": 49, "iter": 200, "lr": 0.07674, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26891, "top5_acc": 0.52766, "loss_cls": 5.67755, "loss": 5.67755, "time": 0.59841} +{"mode": "train", "epoch": 49, "iter": 300, "lr": 0.07672, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27578, "top5_acc": 0.53125, "loss_cls": 5.6747, "loss": 5.6747, "time": 0.59904} +{"mode": "train", "epoch": 49, "iter": 400, "lr": 0.0767, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.2675, "top5_acc": 0.52656, "loss_cls": 5.69412, "loss": 5.69412, "time": 0.59996} +{"mode": "train", "epoch": 49, "iter": 500, "lr": 0.07667, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.25875, "top5_acc": 0.51938, "loss_cls": 5.7419, "loss": 5.7419, "time": 0.60022} +{"mode": "train", "epoch": 49, "iter": 600, "lr": 0.07665, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28125, "top5_acc": 0.52875, "loss_cls": 5.65395, "loss": 5.65395, "time": 0.59749} +{"mode": "train", "epoch": 49, "iter": 700, "lr": 0.07663, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28094, "top5_acc": 0.53547, "loss_cls": 5.62895, "loss": 5.62895, "time": 0.60035} +{"mode": "train", "epoch": 49, "iter": 800, "lr": 0.0766, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26438, "top5_acc": 0.52047, "loss_cls": 5.73367, "loss": 5.73367, "time": 0.61092} +{"mode": "train", "epoch": 49, "iter": 900, "lr": 0.07658, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26297, "top5_acc": 0.52922, "loss_cls": 5.71459, "loss": 5.71459, "time": 0.60236} +{"mode": "train", "epoch": 49, "iter": 1000, "lr": 0.07656, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27078, "top5_acc": 0.52766, "loss_cls": 5.70631, "loss": 5.70631, "time": 0.5974} +{"mode": "train", "epoch": 49, "iter": 1100, "lr": 0.07653, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27141, "top5_acc": 0.53203, "loss_cls": 5.70425, "loss": 5.70425, "time": 0.5994} +{"mode": "train", "epoch": 49, "iter": 1200, "lr": 0.07651, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27031, "top5_acc": 0.52797, "loss_cls": 5.69058, "loss": 5.69058, "time": 0.60013} +{"mode": "train", "epoch": 49, "iter": 1300, "lr": 0.07648, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27016, "top5_acc": 0.52078, "loss_cls": 5.71058, "loss": 5.71058, "time": 0.59998} +{"mode": "train", "epoch": 49, "iter": 1400, "lr": 0.07646, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27047, "top5_acc": 0.51797, "loss_cls": 5.71778, "loss": 5.71778, "time": 0.59802} +{"mode": "train", "epoch": 49, "iter": 1500, "lr": 0.07644, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26687, "top5_acc": 0.52344, "loss_cls": 5.71693, "loss": 5.71693, "time": 0.60042} +{"mode": "train", "epoch": 49, "iter": 1600, "lr": 0.07641, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27078, "top5_acc": 0.51859, "loss_cls": 5.68734, "loss": 5.68734, "time": 0.59729} +{"mode": "train", "epoch": 49, "iter": 1700, "lr": 0.07639, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26953, "top5_acc": 0.53406, "loss_cls": 5.68432, "loss": 5.68432, "time": 0.59641} +{"mode": "train", "epoch": 49, "iter": 1800, "lr": 0.07637, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.26719, "top5_acc": 0.52156, "loss_cls": 5.7372, "loss": 5.7372, "time": 0.60246} +{"mode": "train", "epoch": 49, "iter": 1900, "lr": 0.07634, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.26469, "top5_acc": 0.52875, "loss_cls": 5.70499, "loss": 5.70499, "time": 0.61117} +{"mode": "train", "epoch": 49, "iter": 2000, "lr": 0.07632, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.27219, "top5_acc": 0.5275, "loss_cls": 5.69771, "loss": 5.69771, "time": 0.60563} +{"mode": "train", "epoch": 49, "iter": 2100, "lr": 0.07629, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26703, "top5_acc": 0.52578, "loss_cls": 5.69668, "loss": 5.69668, "time": 0.60019} +{"mode": "train", "epoch": 49, "iter": 2200, "lr": 0.07627, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27547, "top5_acc": 0.53406, "loss_cls": 5.68859, "loss": 5.68859, "time": 0.59786} +{"mode": "train", "epoch": 49, "iter": 2300, "lr": 0.07625, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.25297, "top5_acc": 0.51094, "loss_cls": 5.78715, "loss": 5.78715, "time": 0.60533} +{"mode": "train", "epoch": 49, "iter": 2400, "lr": 0.07622, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.27484, "top5_acc": 0.52484, "loss_cls": 5.69377, "loss": 5.69377, "time": 0.60757} +{"mode": "train", "epoch": 49, "iter": 2500, "lr": 0.0762, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.27187, "top5_acc": 0.53203, "loss_cls": 5.67654, "loss": 5.67654, "time": 0.61059} +{"mode": "train", "epoch": 49, "iter": 2600, "lr": 0.07618, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.27187, "top5_acc": 0.53172, "loss_cls": 5.66366, "loss": 5.66366, "time": 0.60507} +{"mode": "train", "epoch": 49, "iter": 2700, "lr": 0.07615, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28203, "top5_acc": 0.52859, "loss_cls": 5.66148, "loss": 5.66148, "time": 0.60128} +{"mode": "train", "epoch": 49, "iter": 2800, "lr": 0.07613, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26312, "top5_acc": 0.52125, "loss_cls": 5.72913, "loss": 5.72913, "time": 0.60642} +{"mode": "train", "epoch": 49, "iter": 2900, "lr": 0.0761, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27625, "top5_acc": 0.52938, "loss_cls": 5.69936, "loss": 5.69936, "time": 0.61022} +{"mode": "train", "epoch": 49, "iter": 3000, "lr": 0.07608, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26625, "top5_acc": 0.52328, "loss_cls": 5.7139, "loss": 5.7139, "time": 0.60797} +{"mode": "train", "epoch": 49, "iter": 3100, "lr": 0.07606, "memory": 16180, "data_time": 0.00057, "top1_acc": 0.26344, "top5_acc": 0.51313, "loss_cls": 5.7652, "loss": 5.7652, "time": 0.60587} +{"mode": "train", "epoch": 49, "iter": 3200, "lr": 0.07603, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26922, "top5_acc": 0.53062, "loss_cls": 5.69941, "loss": 5.69941, "time": 0.59813} +{"mode": "train", "epoch": 49, "iter": 3300, "lr": 0.07601, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26531, "top5_acc": 0.51703, "loss_cls": 5.71076, "loss": 5.71076, "time": 0.60204} +{"mode": "train", "epoch": 49, "iter": 3400, "lr": 0.07598, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26953, "top5_acc": 0.52656, "loss_cls": 5.6874, "loss": 5.6874, "time": 0.60012} +{"mode": "train", "epoch": 49, "iter": 3500, "lr": 0.07596, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27625, "top5_acc": 0.52609, "loss_cls": 5.6905, "loss": 5.6905, "time": 0.60515} +{"mode": "train", "epoch": 49, "iter": 3600, "lr": 0.07594, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26828, "top5_acc": 0.52672, "loss_cls": 5.69422, "loss": 5.69422, "time": 0.59793} +{"mode": "train", "epoch": 49, "iter": 3700, "lr": 0.07591, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27297, "top5_acc": 0.52141, "loss_cls": 5.71571, "loss": 5.71571, "time": 0.6088} +{"mode": "val", "epoch": 49, "iter": 309, "lr": 0.0759, "top1_acc": 0.19901, "top5_acc": 0.43165, "mean_class_accuracy": 0.19898} +{"mode": "train", "epoch": 50, "iter": 100, "lr": 0.07588, "memory": 16180, "data_time": 1.51311, "top1_acc": 0.27391, "top5_acc": 0.52906, "loss_cls": 5.67573, "loss": 5.67573, "time": 2.11183} +{"mode": "train", "epoch": 50, "iter": 200, "lr": 0.07585, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28656, "top5_acc": 0.53469, "loss_cls": 5.63788, "loss": 5.63788, "time": 0.59761} +{"mode": "train", "epoch": 50, "iter": 300, "lr": 0.07583, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27906, "top5_acc": 0.53547, "loss_cls": 5.67631, "loss": 5.67631, "time": 0.59676} +{"mode": "train", "epoch": 50, "iter": 400, "lr": 0.07581, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26281, "top5_acc": 0.53359, "loss_cls": 5.68664, "loss": 5.68664, "time": 0.59654} +{"mode": "train", "epoch": 50, "iter": 500, "lr": 0.07578, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28609, "top5_acc": 0.52906, "loss_cls": 5.63484, "loss": 5.63484, "time": 0.59871} +{"mode": "train", "epoch": 50, "iter": 600, "lr": 0.07576, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27625, "top5_acc": 0.53031, "loss_cls": 5.66194, "loss": 5.66194, "time": 0.60114} +{"mode": "train", "epoch": 50, "iter": 700, "lr": 0.07573, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26703, "top5_acc": 0.51281, "loss_cls": 5.73281, "loss": 5.73281, "time": 0.60015} +{"mode": "train", "epoch": 50, "iter": 800, "lr": 0.07571, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.27688, "top5_acc": 0.52141, "loss_cls": 5.71051, "loss": 5.71051, "time": 0.60523} +{"mode": "train", "epoch": 50, "iter": 900, "lr": 0.07569, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27469, "top5_acc": 0.52938, "loss_cls": 5.68466, "loss": 5.68466, "time": 0.61291} +{"mode": "train", "epoch": 50, "iter": 1000, "lr": 0.07566, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27641, "top5_acc": 0.53188, "loss_cls": 5.67859, "loss": 5.67859, "time": 0.60251} +{"mode": "train", "epoch": 50, "iter": 1100, "lr": 0.07564, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26484, "top5_acc": 0.52797, "loss_cls": 5.71522, "loss": 5.71522, "time": 0.60074} +{"mode": "train", "epoch": 50, "iter": 1200, "lr": 0.07561, "memory": 16180, "data_time": 0.00056, "top1_acc": 0.26875, "top5_acc": 0.52969, "loss_cls": 5.67832, "loss": 5.67832, "time": 0.60011} +{"mode": "train", "epoch": 50, "iter": 1300, "lr": 0.07559, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.26078, "top5_acc": 0.51188, "loss_cls": 5.75719, "loss": 5.75719, "time": 0.59776} +{"mode": "train", "epoch": 50, "iter": 1400, "lr": 0.07557, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28109, "top5_acc": 0.53141, "loss_cls": 5.64927, "loss": 5.64927, "time": 0.59952} +{"mode": "train", "epoch": 50, "iter": 1500, "lr": 0.07554, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26797, "top5_acc": 0.51781, "loss_cls": 5.72602, "loss": 5.72602, "time": 0.6042} +{"mode": "train", "epoch": 50, "iter": 1600, "lr": 0.07552, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26922, "top5_acc": 0.52891, "loss_cls": 5.68811, "loss": 5.68811, "time": 0.59581} +{"mode": "train", "epoch": 50, "iter": 1700, "lr": 0.07549, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26531, "top5_acc": 0.53328, "loss_cls": 5.6847, "loss": 5.6847, "time": 0.59619} +{"mode": "train", "epoch": 50, "iter": 1800, "lr": 0.07547, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26687, "top5_acc": 0.51734, "loss_cls": 5.70781, "loss": 5.70781, "time": 0.5995} +{"mode": "train", "epoch": 50, "iter": 1900, "lr": 0.07545, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28062, "top5_acc": 0.53359, "loss_cls": 5.64758, "loss": 5.64758, "time": 0.59691} +{"mode": "train", "epoch": 50, "iter": 2000, "lr": 0.07542, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26578, "top5_acc": 0.51203, "loss_cls": 5.74085, "loss": 5.74085, "time": 0.59568} +{"mode": "train", "epoch": 50, "iter": 2100, "lr": 0.0754, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26875, "top5_acc": 0.52688, "loss_cls": 5.69104, "loss": 5.69104, "time": 0.59811} +{"mode": "train", "epoch": 50, "iter": 2200, "lr": 0.07537, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27688, "top5_acc": 0.52766, "loss_cls": 5.69897, "loss": 5.69897, "time": 0.59977} +{"mode": "train", "epoch": 50, "iter": 2300, "lr": 0.07535, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27938, "top5_acc": 0.53172, "loss_cls": 5.67332, "loss": 5.67332, "time": 0.59727} +{"mode": "train", "epoch": 50, "iter": 2400, "lr": 0.07533, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27578, "top5_acc": 0.52875, "loss_cls": 5.70432, "loss": 5.70432, "time": 0.60375} +{"mode": "train", "epoch": 50, "iter": 2500, "lr": 0.0753, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.275, "top5_acc": 0.525, "loss_cls": 5.68744, "loss": 5.68744, "time": 0.60654} +{"mode": "train", "epoch": 50, "iter": 2600, "lr": 0.07528, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.26422, "top5_acc": 0.51672, "loss_cls": 5.75942, "loss": 5.75942, "time": 0.60905} +{"mode": "train", "epoch": 50, "iter": 2700, "lr": 0.07525, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.27281, "top5_acc": 0.52859, "loss_cls": 5.68634, "loss": 5.68634, "time": 0.60881} +{"mode": "train", "epoch": 50, "iter": 2800, "lr": 0.07523, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.2675, "top5_acc": 0.51438, "loss_cls": 5.72746, "loss": 5.72746, "time": 0.60674} +{"mode": "train", "epoch": 50, "iter": 2900, "lr": 0.0752, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26516, "top5_acc": 0.51656, "loss_cls": 5.725, "loss": 5.725, "time": 0.61158} +{"mode": "train", "epoch": 50, "iter": 3000, "lr": 0.07518, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.2725, "top5_acc": 0.52766, "loss_cls": 5.68928, "loss": 5.68928, "time": 0.60132} +{"mode": "train", "epoch": 50, "iter": 3100, "lr": 0.07516, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27016, "top5_acc": 0.52906, "loss_cls": 5.69347, "loss": 5.69347, "time": 0.59936} +{"mode": "train", "epoch": 50, "iter": 3200, "lr": 0.07513, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26078, "top5_acc": 0.51641, "loss_cls": 5.73033, "loss": 5.73033, "time": 0.60135} +{"mode": "train", "epoch": 50, "iter": 3300, "lr": 0.07511, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27766, "top5_acc": 0.53781, "loss_cls": 5.65595, "loss": 5.65595, "time": 0.60363} +{"mode": "train", "epoch": 50, "iter": 3400, "lr": 0.07508, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26297, "top5_acc": 0.51422, "loss_cls": 5.72659, "loss": 5.72659, "time": 0.60512} +{"mode": "train", "epoch": 50, "iter": 3500, "lr": 0.07506, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.27391, "top5_acc": 0.52922, "loss_cls": 5.68664, "loss": 5.68664, "time": 0.61316} +{"mode": "train", "epoch": 50, "iter": 3600, "lr": 0.07504, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27375, "top5_acc": 0.53609, "loss_cls": 5.65488, "loss": 5.65488, "time": 0.60667} +{"mode": "train", "epoch": 50, "iter": 3700, "lr": 0.07501, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.27125, "top5_acc": 0.52531, "loss_cls": 5.70796, "loss": 5.70796, "time": 0.60602} +{"mode": "val", "epoch": 50, "iter": 309, "lr": 0.075, "top1_acc": 0.19151, "top5_acc": 0.4239, "mean_class_accuracy": 0.19135} +{"mode": "train", "epoch": 51, "iter": 100, "lr": 0.07498, "memory": 16180, "data_time": 1.49179, "top1_acc": 0.2825, "top5_acc": 0.53641, "loss_cls": 5.61675, "loss": 5.61675, "time": 2.08829} +{"mode": "train", "epoch": 51, "iter": 200, "lr": 0.07495, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27531, "top5_acc": 0.53156, "loss_cls": 5.68529, "loss": 5.68529, "time": 0.59974} +{"mode": "train", "epoch": 51, "iter": 300, "lr": 0.07493, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27969, "top5_acc": 0.53891, "loss_cls": 5.62885, "loss": 5.62885, "time": 0.59907} +{"mode": "train", "epoch": 51, "iter": 400, "lr": 0.0749, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27672, "top5_acc": 0.53531, "loss_cls": 5.65058, "loss": 5.65058, "time": 0.59836} +{"mode": "train", "epoch": 51, "iter": 500, "lr": 0.07488, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27328, "top5_acc": 0.53188, "loss_cls": 5.65552, "loss": 5.65552, "time": 0.59777} +{"mode": "train", "epoch": 51, "iter": 600, "lr": 0.07485, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27172, "top5_acc": 0.53438, "loss_cls": 5.66252, "loss": 5.66252, "time": 0.59979} +{"mode": "train", "epoch": 51, "iter": 700, "lr": 0.07483, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27359, "top5_acc": 0.525, "loss_cls": 5.69888, "loss": 5.69888, "time": 0.59767} +{"mode": "train", "epoch": 51, "iter": 800, "lr": 0.07481, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27187, "top5_acc": 0.52859, "loss_cls": 5.69104, "loss": 5.69104, "time": 0.60381} +{"mode": "train", "epoch": 51, "iter": 900, "lr": 0.07478, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.2725, "top5_acc": 0.52547, "loss_cls": 5.70667, "loss": 5.70667, "time": 0.61765} +{"mode": "train", "epoch": 51, "iter": 1000, "lr": 0.07476, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27953, "top5_acc": 0.52844, "loss_cls": 5.67385, "loss": 5.67385, "time": 0.59982} +{"mode": "train", "epoch": 51, "iter": 1100, "lr": 0.07473, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27172, "top5_acc": 0.52469, "loss_cls": 5.6627, "loss": 5.6627, "time": 0.59545} +{"mode": "train", "epoch": 51, "iter": 1200, "lr": 0.07471, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27109, "top5_acc": 0.52203, "loss_cls": 5.72112, "loss": 5.72112, "time": 0.6013} +{"mode": "train", "epoch": 51, "iter": 1300, "lr": 0.07468, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26422, "top5_acc": 0.51297, "loss_cls": 5.75767, "loss": 5.75767, "time": 0.59802} +{"mode": "train", "epoch": 51, "iter": 1400, "lr": 0.07466, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26078, "top5_acc": 0.51938, "loss_cls": 5.73567, "loss": 5.73567, "time": 0.598} +{"mode": "train", "epoch": 51, "iter": 1500, "lr": 0.07464, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26453, "top5_acc": 0.53, "loss_cls": 5.69899, "loss": 5.69899, "time": 0.59726} +{"mode": "train", "epoch": 51, "iter": 1600, "lr": 0.07461, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.2675, "top5_acc": 0.52047, "loss_cls": 5.72257, "loss": 5.72257, "time": 0.60074} +{"mode": "train", "epoch": 51, "iter": 1700, "lr": 0.07459, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26547, "top5_acc": 0.51859, "loss_cls": 5.71888, "loss": 5.71888, "time": 0.59859} +{"mode": "train", "epoch": 51, "iter": 1800, "lr": 0.07456, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26734, "top5_acc": 0.52547, "loss_cls": 5.71354, "loss": 5.71354, "time": 0.59978} +{"mode": "train", "epoch": 51, "iter": 1900, "lr": 0.07454, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.28375, "top5_acc": 0.54125, "loss_cls": 5.6418, "loss": 5.6418, "time": 0.61083} +{"mode": "train", "epoch": 51, "iter": 2000, "lr": 0.07451, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.26797, "top5_acc": 0.5275, "loss_cls": 5.69996, "loss": 5.69996, "time": 0.60157} +{"mode": "train", "epoch": 51, "iter": 2100, "lr": 0.07449, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26922, "top5_acc": 0.52906, "loss_cls": 5.69035, "loss": 5.69035, "time": 0.60235} +{"mode": "train", "epoch": 51, "iter": 2200, "lr": 0.07447, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27312, "top5_acc": 0.53562, "loss_cls": 5.6579, "loss": 5.6579, "time": 0.60038} +{"mode": "train", "epoch": 51, "iter": 2300, "lr": 0.07444, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26781, "top5_acc": 0.52906, "loss_cls": 5.69652, "loss": 5.69652, "time": 0.59708} +{"mode": "train", "epoch": 51, "iter": 2400, "lr": 0.07442, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27375, "top5_acc": 0.52922, "loss_cls": 5.68808, "loss": 5.68808, "time": 0.59922} +{"mode": "train", "epoch": 51, "iter": 2500, "lr": 0.07439, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27828, "top5_acc": 0.52188, "loss_cls": 5.69366, "loss": 5.69366, "time": 0.59945} +{"mode": "train", "epoch": 51, "iter": 2600, "lr": 0.07437, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26922, "top5_acc": 0.52719, "loss_cls": 5.70376, "loss": 5.70376, "time": 0.59821} +{"mode": "train", "epoch": 51, "iter": 2700, "lr": 0.07434, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27375, "top5_acc": 0.52547, "loss_cls": 5.70165, "loss": 5.70165, "time": 0.5995} +{"mode": "train", "epoch": 51, "iter": 2800, "lr": 0.07432, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26937, "top5_acc": 0.52203, "loss_cls": 5.7286, "loss": 5.7286, "time": 0.61639} +{"mode": "train", "epoch": 51, "iter": 2900, "lr": 0.07429, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27437, "top5_acc": 0.53297, "loss_cls": 5.67264, "loss": 5.67264, "time": 0.61367} +{"mode": "train", "epoch": 51, "iter": 3000, "lr": 0.07427, "memory": 16180, "data_time": 0.00048, "top1_acc": 0.27984, "top5_acc": 0.53031, "loss_cls": 5.6551, "loss": 5.6551, "time": 0.60204} +{"mode": "train", "epoch": 51, "iter": 3100, "lr": 0.07425, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27891, "top5_acc": 0.53281, "loss_cls": 5.66718, "loss": 5.66718, "time": 0.59897} +{"mode": "train", "epoch": 51, "iter": 3200, "lr": 0.07422, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26547, "top5_acc": 0.52656, "loss_cls": 5.70737, "loss": 5.70737, "time": 0.59651} +{"mode": "train", "epoch": 51, "iter": 3300, "lr": 0.0742, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27609, "top5_acc": 0.53266, "loss_cls": 5.6655, "loss": 5.6655, "time": 0.5986} +{"mode": "train", "epoch": 51, "iter": 3400, "lr": 0.07417, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27375, "top5_acc": 0.52219, "loss_cls": 5.70622, "loss": 5.70622, "time": 0.59955} +{"mode": "train", "epoch": 51, "iter": 3500, "lr": 0.07415, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28031, "top5_acc": 0.52188, "loss_cls": 5.68681, "loss": 5.68681, "time": 0.60062} +{"mode": "train", "epoch": 51, "iter": 3600, "lr": 0.07412, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27969, "top5_acc": 0.53875, "loss_cls": 5.66117, "loss": 5.66117, "time": 0.59995} +{"mode": "train", "epoch": 51, "iter": 3700, "lr": 0.0741, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.27922, "top5_acc": 0.53125, "loss_cls": 5.66953, "loss": 5.66953, "time": 0.60371} +{"mode": "val", "epoch": 51, "iter": 309, "lr": 0.07409, "top1_acc": 0.18037, "top5_acc": 0.40333, "mean_class_accuracy": 0.18014} +{"mode": "train", "epoch": 52, "iter": 100, "lr": 0.07406, "memory": 16180, "data_time": 1.43363, "top1_acc": 0.28109, "top5_acc": 0.53031, "loss_cls": 5.65776, "loss": 5.65776, "time": 2.03202} +{"mode": "train", "epoch": 52, "iter": 200, "lr": 0.07404, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27828, "top5_acc": 0.53578, "loss_cls": 5.64103, "loss": 5.64103, "time": 0.59871} +{"mode": "train", "epoch": 52, "iter": 300, "lr": 0.07401, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28266, "top5_acc": 0.5375, "loss_cls": 5.65312, "loss": 5.65312, "time": 0.60059} +{"mode": "train", "epoch": 52, "iter": 400, "lr": 0.07399, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.27281, "top5_acc": 0.52969, "loss_cls": 5.67361, "loss": 5.67361, "time": 0.60428} +{"mode": "train", "epoch": 52, "iter": 500, "lr": 0.07397, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26812, "top5_acc": 0.52625, "loss_cls": 5.71676, "loss": 5.71676, "time": 0.60071} +{"mode": "train", "epoch": 52, "iter": 600, "lr": 0.07394, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27219, "top5_acc": 0.54047, "loss_cls": 5.6437, "loss": 5.6437, "time": 0.599} +{"mode": "train", "epoch": 52, "iter": 700, "lr": 0.07392, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27703, "top5_acc": 0.54172, "loss_cls": 5.64009, "loss": 5.64009, "time": 0.5994} +{"mode": "train", "epoch": 52, "iter": 800, "lr": 0.07389, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.27219, "top5_acc": 0.5275, "loss_cls": 5.67148, "loss": 5.67148, "time": 0.60701} +{"mode": "train", "epoch": 52, "iter": 900, "lr": 0.07387, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27422, "top5_acc": 0.52859, "loss_cls": 5.68922, "loss": 5.68922, "time": 0.61543} +{"mode": "train", "epoch": 52, "iter": 1000, "lr": 0.07384, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27734, "top5_acc": 0.52625, "loss_cls": 5.67587, "loss": 5.67587, "time": 0.6022} +{"mode": "train", "epoch": 52, "iter": 1100, "lr": 0.07382, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.265, "top5_acc": 0.52266, "loss_cls": 5.70953, "loss": 5.70953, "time": 0.60048} +{"mode": "train", "epoch": 52, "iter": 1200, "lr": 0.07379, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27766, "top5_acc": 0.52391, "loss_cls": 5.69068, "loss": 5.69068, "time": 0.60173} +{"mode": "train", "epoch": 52, "iter": 1300, "lr": 0.07377, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26875, "top5_acc": 0.52656, "loss_cls": 5.69659, "loss": 5.69659, "time": 0.59834} +{"mode": "train", "epoch": 52, "iter": 1400, "lr": 0.07374, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26672, "top5_acc": 0.53109, "loss_cls": 5.67012, "loss": 5.67012, "time": 0.597} +{"mode": "train", "epoch": 52, "iter": 1500, "lr": 0.07372, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27094, "top5_acc": 0.53828, "loss_cls": 5.65259, "loss": 5.65259, "time": 0.59762} +{"mode": "train", "epoch": 52, "iter": 1600, "lr": 0.0737, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27375, "top5_acc": 0.52719, "loss_cls": 5.67767, "loss": 5.67767, "time": 0.59881} +{"mode": "train", "epoch": 52, "iter": 1700, "lr": 0.07367, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26594, "top5_acc": 0.51922, "loss_cls": 5.72833, "loss": 5.72833, "time": 0.59695} +{"mode": "train", "epoch": 52, "iter": 1800, "lr": 0.07365, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28, "top5_acc": 0.53703, "loss_cls": 5.65172, "loss": 5.65172, "time": 0.59683} +{"mode": "train", "epoch": 52, "iter": 1900, "lr": 0.07362, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.26641, "top5_acc": 0.52688, "loss_cls": 5.70862, "loss": 5.70862, "time": 0.6016} +{"mode": "train", "epoch": 52, "iter": 2000, "lr": 0.0736, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.28641, "top5_acc": 0.53562, "loss_cls": 5.59929, "loss": 5.59929, "time": 0.60752} +{"mode": "train", "epoch": 52, "iter": 2100, "lr": 0.07357, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27391, "top5_acc": 0.52625, "loss_cls": 5.67486, "loss": 5.67486, "time": 0.60232} +{"mode": "train", "epoch": 52, "iter": 2200, "lr": 0.07355, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27625, "top5_acc": 0.5275, "loss_cls": 5.6501, "loss": 5.6501, "time": 0.59889} +{"mode": "train", "epoch": 52, "iter": 2300, "lr": 0.07352, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28703, "top5_acc": 0.53359, "loss_cls": 5.62728, "loss": 5.62728, "time": 0.59747} +{"mode": "train", "epoch": 52, "iter": 2400, "lr": 0.0735, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.27703, "top5_acc": 0.53562, "loss_cls": 5.64785, "loss": 5.64785, "time": 0.60647} +{"mode": "train", "epoch": 52, "iter": 2500, "lr": 0.07347, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27609, "top5_acc": 0.52578, "loss_cls": 5.69429, "loss": 5.69429, "time": 0.59907} +{"mode": "train", "epoch": 52, "iter": 2600, "lr": 0.07345, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.26859, "top5_acc": 0.51609, "loss_cls": 5.74168, "loss": 5.74168, "time": 0.59931} +{"mode": "train", "epoch": 52, "iter": 2700, "lr": 0.07342, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26875, "top5_acc": 0.5425, "loss_cls": 5.66635, "loss": 5.66635, "time": 0.60093} +{"mode": "train", "epoch": 52, "iter": 2800, "lr": 0.0734, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27469, "top5_acc": 0.52219, "loss_cls": 5.7095, "loss": 5.7095, "time": 0.61605} +{"mode": "train", "epoch": 52, "iter": 2900, "lr": 0.07337, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27359, "top5_acc": 0.53203, "loss_cls": 5.70268, "loss": 5.70268, "time": 0.60804} +{"mode": "train", "epoch": 52, "iter": 3000, "lr": 0.07335, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26922, "top5_acc": 0.52703, "loss_cls": 5.6942, "loss": 5.6942, "time": 0.60305} +{"mode": "train", "epoch": 52, "iter": 3100, "lr": 0.07332, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26438, "top5_acc": 0.52328, "loss_cls": 5.68472, "loss": 5.68472, "time": 0.60032} +{"mode": "train", "epoch": 52, "iter": 3200, "lr": 0.0733, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26656, "top5_acc": 0.52016, "loss_cls": 5.69478, "loss": 5.69478, "time": 0.6001} +{"mode": "train", "epoch": 52, "iter": 3300, "lr": 0.07328, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26094, "top5_acc": 0.52312, "loss_cls": 5.73154, "loss": 5.73154, "time": 0.60051} +{"mode": "train", "epoch": 52, "iter": 3400, "lr": 0.07325, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.27484, "top5_acc": 0.5275, "loss_cls": 5.67563, "loss": 5.67563, "time": 0.60337} +{"mode": "train", "epoch": 52, "iter": 3500, "lr": 0.07323, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27281, "top5_acc": 0.52672, "loss_cls": 5.67984, "loss": 5.67984, "time": 0.60826} +{"mode": "train", "epoch": 52, "iter": 3600, "lr": 0.0732, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27391, "top5_acc": 0.52266, "loss_cls": 5.68943, "loss": 5.68943, "time": 0.60432} +{"mode": "train", "epoch": 52, "iter": 3700, "lr": 0.07318, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26328, "top5_acc": 0.52438, "loss_cls": 5.7106, "loss": 5.7106, "time": 0.60783} +{"mode": "val", "epoch": 52, "iter": 309, "lr": 0.07317, "top1_acc": 0.19359, "top5_acc": 0.42704, "mean_class_accuracy": 0.19341} +{"mode": "train", "epoch": 53, "iter": 100, "lr": 0.07314, "memory": 16180, "data_time": 1.44469, "top1_acc": 0.28109, "top5_acc": 0.54188, "loss_cls": 5.61445, "loss": 5.61445, "time": 2.04184} +{"mode": "train", "epoch": 53, "iter": 200, "lr": 0.07312, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28188, "top5_acc": 0.53891, "loss_cls": 5.61103, "loss": 5.61103, "time": 0.59672} +{"mode": "train", "epoch": 53, "iter": 300, "lr": 0.07309, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27562, "top5_acc": 0.53141, "loss_cls": 5.6651, "loss": 5.6651, "time": 0.60104} +{"mode": "train", "epoch": 53, "iter": 400, "lr": 0.07307, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.27125, "top5_acc": 0.52438, "loss_cls": 5.71434, "loss": 5.71434, "time": 0.60593} +{"mode": "train", "epoch": 53, "iter": 500, "lr": 0.07304, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27609, "top5_acc": 0.54234, "loss_cls": 5.60937, "loss": 5.60937, "time": 0.60263} +{"mode": "train", "epoch": 53, "iter": 600, "lr": 0.07302, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27344, "top5_acc": 0.52297, "loss_cls": 5.69765, "loss": 5.69765, "time": 0.59816} +{"mode": "train", "epoch": 53, "iter": 700, "lr": 0.07299, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27422, "top5_acc": 0.53781, "loss_cls": 5.64719, "loss": 5.64719, "time": 0.59722} +{"mode": "train", "epoch": 53, "iter": 800, "lr": 0.07297, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.27219, "top5_acc": 0.52875, "loss_cls": 5.66185, "loss": 5.66185, "time": 0.59976} +{"mode": "train", "epoch": 53, "iter": 900, "lr": 0.07294, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.26906, "top5_acc": 0.51781, "loss_cls": 5.72947, "loss": 5.72947, "time": 0.60573} +{"mode": "train", "epoch": 53, "iter": 1000, "lr": 0.07292, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27266, "top5_acc": 0.52438, "loss_cls": 5.70011, "loss": 5.70011, "time": 0.60711} +{"mode": "train", "epoch": 53, "iter": 1100, "lr": 0.07289, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.27297, "top5_acc": 0.52766, "loss_cls": 5.6898, "loss": 5.6898, "time": 0.60105} +{"mode": "train", "epoch": 53, "iter": 1200, "lr": 0.07287, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.27172, "top5_acc": 0.52609, "loss_cls": 5.70493, "loss": 5.70493, "time": 0.6026} +{"mode": "train", "epoch": 53, "iter": 1300, "lr": 0.07284, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28188, "top5_acc": 0.53344, "loss_cls": 5.65625, "loss": 5.65625, "time": 0.601} +{"mode": "train", "epoch": 53, "iter": 1400, "lr": 0.07282, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26969, "top5_acc": 0.52516, "loss_cls": 5.69694, "loss": 5.69694, "time": 0.59758} +{"mode": "train", "epoch": 53, "iter": 1500, "lr": 0.07279, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27906, "top5_acc": 0.53422, "loss_cls": 5.64342, "loss": 5.64342, "time": 0.59544} +{"mode": "train", "epoch": 53, "iter": 1600, "lr": 0.07277, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27984, "top5_acc": 0.53703, "loss_cls": 5.66402, "loss": 5.66402, "time": 0.59909} +{"mode": "train", "epoch": 53, "iter": 1700, "lr": 0.07274, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26922, "top5_acc": 0.52859, "loss_cls": 5.68674, "loss": 5.68674, "time": 0.59747} +{"mode": "train", "epoch": 53, "iter": 1800, "lr": 0.07272, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28234, "top5_acc": 0.53125, "loss_cls": 5.65589, "loss": 5.65589, "time": 0.59807} +{"mode": "train", "epoch": 53, "iter": 1900, "lr": 0.07269, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.2725, "top5_acc": 0.53344, "loss_cls": 5.67821, "loss": 5.67821, "time": 0.60156} +{"mode": "train", "epoch": 53, "iter": 2000, "lr": 0.07267, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.2725, "top5_acc": 0.52078, "loss_cls": 5.7257, "loss": 5.7257, "time": 0.59725} +{"mode": "train", "epoch": 53, "iter": 2100, "lr": 0.07264, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27984, "top5_acc": 0.53781, "loss_cls": 5.66804, "loss": 5.66804, "time": 0.59726} +{"mode": "train", "epoch": 53, "iter": 2200, "lr": 0.07262, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26719, "top5_acc": 0.52578, "loss_cls": 5.71597, "loss": 5.71597, "time": 0.60131} +{"mode": "train", "epoch": 53, "iter": 2300, "lr": 0.07259, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.2775, "top5_acc": 0.53469, "loss_cls": 5.64917, "loss": 5.64917, "time": 0.60323} +{"mode": "train", "epoch": 53, "iter": 2400, "lr": 0.07257, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.265, "top5_acc": 0.52031, "loss_cls": 5.71519, "loss": 5.71519, "time": 0.60029} +{"mode": "train", "epoch": 53, "iter": 2500, "lr": 0.07254, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.27484, "top5_acc": 0.52906, "loss_cls": 5.69169, "loss": 5.69169, "time": 0.60247} +{"mode": "train", "epoch": 53, "iter": 2600, "lr": 0.07252, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27344, "top5_acc": 0.53125, "loss_cls": 5.68376, "loss": 5.68376, "time": 0.60099} +{"mode": "train", "epoch": 53, "iter": 2700, "lr": 0.07249, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27562, "top5_acc": 0.535, "loss_cls": 5.65145, "loss": 5.65145, "time": 0.60206} +{"mode": "train", "epoch": 53, "iter": 2800, "lr": 0.07247, "memory": 16180, "data_time": 0.00067, "top1_acc": 0.28562, "top5_acc": 0.53984, "loss_cls": 5.63915, "loss": 5.63915, "time": 0.60961} +{"mode": "train", "epoch": 53, "iter": 2900, "lr": 0.07244, "memory": 16180, "data_time": 0.00066, "top1_acc": 0.27828, "top5_acc": 0.54062, "loss_cls": 5.63635, "loss": 5.63635, "time": 0.60292} +{"mode": "train", "epoch": 53, "iter": 3000, "lr": 0.07242, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.27437, "top5_acc": 0.53281, "loss_cls": 5.67162, "loss": 5.67162, "time": 0.59797} +{"mode": "train", "epoch": 53, "iter": 3100, "lr": 0.07239, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.27359, "top5_acc": 0.52703, "loss_cls": 5.66422, "loss": 5.66422, "time": 0.60158} +{"mode": "train", "epoch": 53, "iter": 3200, "lr": 0.07237, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27656, "top5_acc": 0.52859, "loss_cls": 5.66847, "loss": 5.66847, "time": 0.59411} +{"mode": "train", "epoch": 53, "iter": 3300, "lr": 0.07234, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26844, "top5_acc": 0.52438, "loss_cls": 5.70063, "loss": 5.70063, "time": 0.5979} +{"mode": "train", "epoch": 53, "iter": 3400, "lr": 0.07232, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.26719, "top5_acc": 0.53672, "loss_cls": 5.66701, "loss": 5.66701, "time": 0.60468} +{"mode": "train", "epoch": 53, "iter": 3500, "lr": 0.07229, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28188, "top5_acc": 0.53203, "loss_cls": 5.65661, "loss": 5.65661, "time": 0.61182} +{"mode": "train", "epoch": 53, "iter": 3600, "lr": 0.07227, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26953, "top5_acc": 0.53219, "loss_cls": 5.70321, "loss": 5.70321, "time": 0.60248} +{"mode": "train", "epoch": 53, "iter": 3700, "lr": 0.07224, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27391, "top5_acc": 0.53922, "loss_cls": 5.67114, "loss": 5.67114, "time": 0.60214} +{"mode": "val", "epoch": 53, "iter": 309, "lr": 0.07223, "top1_acc": 0.21061, "top5_acc": 0.44254, "mean_class_accuracy": 0.21024} +{"mode": "train", "epoch": 54, "iter": 100, "lr": 0.07221, "memory": 16180, "data_time": 1.42916, "top1_acc": 0.27953, "top5_acc": 0.54656, "loss_cls": 5.63373, "loss": 5.63373, "time": 2.0252} +{"mode": "train", "epoch": 54, "iter": 200, "lr": 0.07218, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28469, "top5_acc": 0.55391, "loss_cls": 5.58557, "loss": 5.58557, "time": 0.59519} +{"mode": "train", "epoch": 54, "iter": 300, "lr": 0.07216, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.2775, "top5_acc": 0.53344, "loss_cls": 5.65742, "loss": 5.65742, "time": 0.59878} +{"mode": "train", "epoch": 54, "iter": 400, "lr": 0.07213, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27547, "top5_acc": 0.53516, "loss_cls": 5.64062, "loss": 5.64062, "time": 0.5971} +{"mode": "train", "epoch": 54, "iter": 500, "lr": 0.07211, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.26984, "top5_acc": 0.53438, "loss_cls": 5.65048, "loss": 5.65048, "time": 0.59974} +{"mode": "train", "epoch": 54, "iter": 600, "lr": 0.07208, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27078, "top5_acc": 0.53688, "loss_cls": 5.64294, "loss": 5.64294, "time": 0.60168} +{"mode": "train", "epoch": 54, "iter": 700, "lr": 0.07206, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28156, "top5_acc": 0.53422, "loss_cls": 5.66185, "loss": 5.66185, "time": 0.5988} +{"mode": "train", "epoch": 54, "iter": 800, "lr": 0.07203, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.28609, "top5_acc": 0.53828, "loss_cls": 5.62842, "loss": 5.62842, "time": 0.60652} +{"mode": "train", "epoch": 54, "iter": 900, "lr": 0.07201, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28312, "top5_acc": 0.53281, "loss_cls": 5.6332, "loss": 5.6332, "time": 0.60371} +{"mode": "train", "epoch": 54, "iter": 1000, "lr": 0.07198, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27406, "top5_acc": 0.52719, "loss_cls": 5.6849, "loss": 5.6849, "time": 0.60946} +{"mode": "train", "epoch": 54, "iter": 1100, "lr": 0.07196, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28016, "top5_acc": 0.53344, "loss_cls": 5.64338, "loss": 5.64338, "time": 0.59777} +{"mode": "train", "epoch": 54, "iter": 1200, "lr": 0.07193, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27141, "top5_acc": 0.53, "loss_cls": 5.65423, "loss": 5.65423, "time": 0.59713} +{"mode": "train", "epoch": 54, "iter": 1300, "lr": 0.07191, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28031, "top5_acc": 0.53938, "loss_cls": 5.66734, "loss": 5.66734, "time": 0.59701} +{"mode": "train", "epoch": 54, "iter": 1400, "lr": 0.07188, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26625, "top5_acc": 0.51969, "loss_cls": 5.71438, "loss": 5.71438, "time": 0.59822} +{"mode": "train", "epoch": 54, "iter": 1500, "lr": 0.07186, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27187, "top5_acc": 0.54, "loss_cls": 5.66337, "loss": 5.66337, "time": 0.60133} +{"mode": "train", "epoch": 54, "iter": 1600, "lr": 0.07183, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27406, "top5_acc": 0.52234, "loss_cls": 5.6786, "loss": 5.6786, "time": 0.59558} +{"mode": "train", "epoch": 54, "iter": 1700, "lr": 0.07181, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.2775, "top5_acc": 0.53297, "loss_cls": 5.65948, "loss": 5.65948, "time": 0.60931} +{"mode": "train", "epoch": 54, "iter": 1800, "lr": 0.07178, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.27797, "top5_acc": 0.52766, "loss_cls": 5.66026, "loss": 5.66026, "time": 0.60776} +{"mode": "train", "epoch": 54, "iter": 1900, "lr": 0.07176, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.27828, "top5_acc": 0.53234, "loss_cls": 5.67543, "loss": 5.67543, "time": 0.60606} +{"mode": "train", "epoch": 54, "iter": 2000, "lr": 0.07173, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27297, "top5_acc": 0.52781, "loss_cls": 5.68919, "loss": 5.68919, "time": 0.60297} +{"mode": "train", "epoch": 54, "iter": 2100, "lr": 0.0717, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.28391, "top5_acc": 0.52625, "loss_cls": 5.68832, "loss": 5.68832, "time": 0.5983} +{"mode": "train", "epoch": 54, "iter": 2200, "lr": 0.07168, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.275, "top5_acc": 0.53266, "loss_cls": 5.65128, "loss": 5.65128, "time": 0.6093} +{"mode": "train", "epoch": 54, "iter": 2300, "lr": 0.07165, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.27625, "top5_acc": 0.53484, "loss_cls": 5.68426, "loss": 5.68426, "time": 0.60617} +{"mode": "train", "epoch": 54, "iter": 2400, "lr": 0.07163, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.28219, "top5_acc": 0.54047, "loss_cls": 5.63862, "loss": 5.63862, "time": 0.6024} +{"mode": "train", "epoch": 54, "iter": 2500, "lr": 0.0716, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.28062, "top5_acc": 0.53781, "loss_cls": 5.65584, "loss": 5.65584, "time": 0.60278} +{"mode": "train", "epoch": 54, "iter": 2600, "lr": 0.07158, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.27688, "top5_acc": 0.53594, "loss_cls": 5.65108, "loss": 5.65108, "time": 0.60434} +{"mode": "train", "epoch": 54, "iter": 2700, "lr": 0.07155, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27437, "top5_acc": 0.53609, "loss_cls": 5.67017, "loss": 5.67017, "time": 0.60739} +{"mode": "train", "epoch": 54, "iter": 2800, "lr": 0.07153, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.2675, "top5_acc": 0.52047, "loss_cls": 5.73786, "loss": 5.73786, "time": 0.61113} +{"mode": "train", "epoch": 54, "iter": 2900, "lr": 0.0715, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27469, "top5_acc": 0.53156, "loss_cls": 5.66893, "loss": 5.66893, "time": 0.60972} +{"mode": "train", "epoch": 54, "iter": 3000, "lr": 0.07148, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26422, "top5_acc": 0.51859, "loss_cls": 5.72864, "loss": 5.72864, "time": 0.60428} +{"mode": "train", "epoch": 54, "iter": 3100, "lr": 0.07145, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29125, "top5_acc": 0.54625, "loss_cls": 5.62152, "loss": 5.62152, "time": 0.59722} +{"mode": "train", "epoch": 54, "iter": 3200, "lr": 0.07143, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28344, "top5_acc": 0.53297, "loss_cls": 5.64703, "loss": 5.64703, "time": 0.59844} +{"mode": "train", "epoch": 54, "iter": 3300, "lr": 0.0714, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27719, "top5_acc": 0.53891, "loss_cls": 5.66066, "loss": 5.66066, "time": 0.59753} +{"mode": "train", "epoch": 54, "iter": 3400, "lr": 0.07138, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27219, "top5_acc": 0.52734, "loss_cls": 5.67332, "loss": 5.67332, "time": 0.60625} +{"mode": "train", "epoch": 54, "iter": 3500, "lr": 0.07135, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27578, "top5_acc": 0.52672, "loss_cls": 5.6783, "loss": 5.6783, "time": 0.60568} +{"mode": "train", "epoch": 54, "iter": 3600, "lr": 0.07133, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.26516, "top5_acc": 0.52516, "loss_cls": 5.69082, "loss": 5.69082, "time": 0.60292} +{"mode": "train", "epoch": 54, "iter": 3700, "lr": 0.0713, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27547, "top5_acc": 0.53594, "loss_cls": 5.64608, "loss": 5.64608, "time": 0.60571} +{"mode": "val", "epoch": 54, "iter": 309, "lr": 0.07129, "top1_acc": 0.20888, "top5_acc": 0.45216, "mean_class_accuracy": 0.20856} +{"mode": "train", "epoch": 55, "iter": 100, "lr": 0.07126, "memory": 16180, "data_time": 1.46395, "top1_acc": 0.28047, "top5_acc": 0.54422, "loss_cls": 5.62763, "loss": 5.62763, "time": 2.06218} +{"mode": "train", "epoch": 55, "iter": 200, "lr": 0.07124, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28078, "top5_acc": 0.53984, "loss_cls": 5.63679, "loss": 5.63679, "time": 0.59735} +{"mode": "train", "epoch": 55, "iter": 300, "lr": 0.07121, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27703, "top5_acc": 0.52781, "loss_cls": 5.66526, "loss": 5.66526, "time": 0.5977} +{"mode": "train", "epoch": 55, "iter": 400, "lr": 0.07119, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28469, "top5_acc": 0.53203, "loss_cls": 5.63432, "loss": 5.63432, "time": 0.59861} +{"mode": "train", "epoch": 55, "iter": 500, "lr": 0.07116, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28062, "top5_acc": 0.53328, "loss_cls": 5.65852, "loss": 5.65852, "time": 0.60053} +{"mode": "train", "epoch": 55, "iter": 600, "lr": 0.07114, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28547, "top5_acc": 0.53766, "loss_cls": 5.62307, "loss": 5.62307, "time": 0.59874} +{"mode": "train", "epoch": 55, "iter": 700, "lr": 0.07111, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27734, "top5_acc": 0.53484, "loss_cls": 5.64356, "loss": 5.64356, "time": 0.59823} +{"mode": "train", "epoch": 55, "iter": 800, "lr": 0.07109, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27781, "top5_acc": 0.53109, "loss_cls": 5.66525, "loss": 5.66525, "time": 0.59751} +{"mode": "train", "epoch": 55, "iter": 900, "lr": 0.07106, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28969, "top5_acc": 0.55156, "loss_cls": 5.59249, "loss": 5.59249, "time": 0.60423} +{"mode": "train", "epoch": 55, "iter": 1000, "lr": 0.07104, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28078, "top5_acc": 0.535, "loss_cls": 5.65775, "loss": 5.65775, "time": 0.60796} +{"mode": "train", "epoch": 55, "iter": 1100, "lr": 0.07101, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.27516, "top5_acc": 0.53844, "loss_cls": 5.66756, "loss": 5.66756, "time": 0.5963} +{"mode": "train", "epoch": 55, "iter": 1200, "lr": 0.07099, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28047, "top5_acc": 0.54109, "loss_cls": 5.63045, "loss": 5.63045, "time": 0.59803} +{"mode": "train", "epoch": 55, "iter": 1300, "lr": 0.07096, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.27844, "top5_acc": 0.53047, "loss_cls": 5.6756, "loss": 5.6756, "time": 0.60119} +{"mode": "train", "epoch": 55, "iter": 1400, "lr": 0.07093, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.28219, "top5_acc": 0.53281, "loss_cls": 5.66446, "loss": 5.66446, "time": 0.59737} +{"mode": "train", "epoch": 55, "iter": 1500, "lr": 0.07091, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27141, "top5_acc": 0.5275, "loss_cls": 5.6883, "loss": 5.6883, "time": 0.59772} +{"mode": "train", "epoch": 55, "iter": 1600, "lr": 0.07088, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28422, "top5_acc": 0.53734, "loss_cls": 5.61792, "loss": 5.61792, "time": 0.59666} +{"mode": "train", "epoch": 55, "iter": 1700, "lr": 0.07086, "memory": 16180, "data_time": 0.0005, "top1_acc": 0.27969, "top5_acc": 0.53031, "loss_cls": 5.64439, "loss": 5.64439, "time": 0.60697} +{"mode": "train", "epoch": 55, "iter": 1800, "lr": 0.07083, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.27234, "top5_acc": 0.53625, "loss_cls": 5.67907, "loss": 5.67907, "time": 0.60955} +{"mode": "train", "epoch": 55, "iter": 1900, "lr": 0.07081, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.28125, "top5_acc": 0.53578, "loss_cls": 5.61882, "loss": 5.61882, "time": 0.60606} +{"mode": "train", "epoch": 55, "iter": 2000, "lr": 0.07078, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.28062, "top5_acc": 0.52844, "loss_cls": 5.66968, "loss": 5.66968, "time": 0.60568} +{"mode": "train", "epoch": 55, "iter": 2100, "lr": 0.07076, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.285, "top5_acc": 0.53641, "loss_cls": 5.63121, "loss": 5.63121, "time": 0.60893} +{"mode": "train", "epoch": 55, "iter": 2200, "lr": 0.07073, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27453, "top5_acc": 0.53703, "loss_cls": 5.64471, "loss": 5.64471, "time": 0.60376} +{"mode": "train", "epoch": 55, "iter": 2300, "lr": 0.07071, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.28484, "top5_acc": 0.54281, "loss_cls": 5.64023, "loss": 5.64023, "time": 0.60218} +{"mode": "train", "epoch": 55, "iter": 2400, "lr": 0.07068, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.27688, "top5_acc": 0.52422, "loss_cls": 5.71236, "loss": 5.71236, "time": 0.60841} +{"mode": "train", "epoch": 55, "iter": 2500, "lr": 0.07065, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.28469, "top5_acc": 0.54875, "loss_cls": 5.61454, "loss": 5.61454, "time": 0.60076} +{"mode": "train", "epoch": 55, "iter": 2600, "lr": 0.07063, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27266, "top5_acc": 0.53531, "loss_cls": 5.66016, "loss": 5.66016, "time": 0.60133} +{"mode": "train", "epoch": 55, "iter": 2700, "lr": 0.0706, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.26906, "top5_acc": 0.52688, "loss_cls": 5.69829, "loss": 5.69829, "time": 0.6072} +{"mode": "train", "epoch": 55, "iter": 2800, "lr": 0.07058, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.28406, "top5_acc": 0.53047, "loss_cls": 5.67321, "loss": 5.67321, "time": 0.6069} +{"mode": "train", "epoch": 55, "iter": 2900, "lr": 0.07055, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.27234, "top5_acc": 0.53641, "loss_cls": 5.66329, "loss": 5.66329, "time": 0.60337} +{"mode": "train", "epoch": 55, "iter": 3000, "lr": 0.07053, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27688, "top5_acc": 0.54547, "loss_cls": 5.62321, "loss": 5.62321, "time": 0.59717} +{"mode": "train", "epoch": 55, "iter": 3100, "lr": 0.0705, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27312, "top5_acc": 0.53234, "loss_cls": 5.66136, "loss": 5.66136, "time": 0.59816} +{"mode": "train", "epoch": 55, "iter": 3200, "lr": 0.07048, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.28281, "top5_acc": 0.53406, "loss_cls": 5.64983, "loss": 5.64983, "time": 0.59994} +{"mode": "train", "epoch": 55, "iter": 3300, "lr": 0.07045, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26516, "top5_acc": 0.52141, "loss_cls": 5.70949, "loss": 5.70949, "time": 0.60036} +{"mode": "train", "epoch": 55, "iter": 3400, "lr": 0.07043, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.2675, "top5_acc": 0.52578, "loss_cls": 5.71995, "loss": 5.71995, "time": 0.60196} +{"mode": "train", "epoch": 55, "iter": 3500, "lr": 0.0704, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.2625, "top5_acc": 0.52844, "loss_cls": 5.6919, "loss": 5.6919, "time": 0.60321} +{"mode": "train", "epoch": 55, "iter": 3600, "lr": 0.07037, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28766, "top5_acc": 0.54547, "loss_cls": 5.6025, "loss": 5.6025, "time": 0.60358} +{"mode": "train", "epoch": 55, "iter": 3700, "lr": 0.07035, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27812, "top5_acc": 0.54188, "loss_cls": 5.63549, "loss": 5.63549, "time": 0.60206} +{"mode": "val", "epoch": 55, "iter": 309, "lr": 0.07034, "top1_acc": 0.20909, "top5_acc": 0.44755, "mean_class_accuracy": 0.209} +{"mode": "train", "epoch": 56, "iter": 100, "lr": 0.07031, "memory": 16180, "data_time": 1.3907, "top1_acc": 0.295, "top5_acc": 0.55109, "loss_cls": 5.57039, "loss": 5.57039, "time": 1.98481} +{"mode": "train", "epoch": 56, "iter": 200, "lr": 0.07029, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29156, "top5_acc": 0.55203, "loss_cls": 5.58801, "loss": 5.58801, "time": 0.59681} +{"mode": "train", "epoch": 56, "iter": 300, "lr": 0.07026, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27266, "top5_acc": 0.53844, "loss_cls": 5.66016, "loss": 5.66016, "time": 0.59864} +{"mode": "train", "epoch": 56, "iter": 400, "lr": 0.07023, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.28281, "top5_acc": 0.53859, "loss_cls": 5.61104, "loss": 5.61104, "time": 0.60826} +{"mode": "train", "epoch": 56, "iter": 500, "lr": 0.07021, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27703, "top5_acc": 0.53859, "loss_cls": 5.62685, "loss": 5.62685, "time": 0.6018} +{"mode": "train", "epoch": 56, "iter": 600, "lr": 0.07018, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.28656, "top5_acc": 0.54016, "loss_cls": 5.62239, "loss": 5.62239, "time": 0.60222} +{"mode": "train", "epoch": 56, "iter": 700, "lr": 0.07016, "memory": 16180, "data_time": 0.00048, "top1_acc": 0.28328, "top5_acc": 0.53297, "loss_cls": 5.62452, "loss": 5.62452, "time": 0.60123} +{"mode": "train", "epoch": 56, "iter": 800, "lr": 0.07013, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28422, "top5_acc": 0.54516, "loss_cls": 5.62239, "loss": 5.62239, "time": 0.6022} +{"mode": "train", "epoch": 56, "iter": 900, "lr": 0.07011, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27969, "top5_acc": 0.54484, "loss_cls": 5.62246, "loss": 5.62246, "time": 0.60594} +{"mode": "train", "epoch": 56, "iter": 1000, "lr": 0.07008, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26875, "top5_acc": 0.51672, "loss_cls": 5.71189, "loss": 5.71189, "time": 0.61048} +{"mode": "train", "epoch": 56, "iter": 1100, "lr": 0.07006, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28656, "top5_acc": 0.53703, "loss_cls": 5.5936, "loss": 5.5936, "time": 0.60194} +{"mode": "train", "epoch": 56, "iter": 1200, "lr": 0.07003, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27422, "top5_acc": 0.53219, "loss_cls": 5.66319, "loss": 5.66319, "time": 0.60143} +{"mode": "train", "epoch": 56, "iter": 1300, "lr": 0.07, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.28, "top5_acc": 0.53516, "loss_cls": 5.65912, "loss": 5.65912, "time": 0.60043} +{"mode": "train", "epoch": 56, "iter": 1400, "lr": 0.06998, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28, "top5_acc": 0.5325, "loss_cls": 5.63837, "loss": 5.63837, "time": 0.59882} +{"mode": "train", "epoch": 56, "iter": 1500, "lr": 0.06995, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27609, "top5_acc": 0.53453, "loss_cls": 5.64368, "loss": 5.64368, "time": 0.59863} +{"mode": "train", "epoch": 56, "iter": 1600, "lr": 0.06993, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28031, "top5_acc": 0.53875, "loss_cls": 5.65028, "loss": 5.65028, "time": 0.59853} +{"mode": "train", "epoch": 56, "iter": 1700, "lr": 0.0699, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.26937, "top5_acc": 0.52984, "loss_cls": 5.69248, "loss": 5.69248, "time": 0.59764} +{"mode": "train", "epoch": 56, "iter": 1800, "lr": 0.06988, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27703, "top5_acc": 0.54453, "loss_cls": 5.63809, "loss": 5.63809, "time": 0.59962} +{"mode": "train", "epoch": 56, "iter": 1900, "lr": 0.06985, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28078, "top5_acc": 0.53469, "loss_cls": 5.66888, "loss": 5.66888, "time": 0.59943} +{"mode": "train", "epoch": 56, "iter": 2000, "lr": 0.06983, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.27266, "top5_acc": 0.52984, "loss_cls": 5.67111, "loss": 5.67111, "time": 0.60787} +{"mode": "train", "epoch": 56, "iter": 2100, "lr": 0.0698, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27859, "top5_acc": 0.53594, "loss_cls": 5.64714, "loss": 5.64714, "time": 0.60342} +{"mode": "train", "epoch": 56, "iter": 2200, "lr": 0.06977, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.27562, "top5_acc": 0.53453, "loss_cls": 5.66871, "loss": 5.66871, "time": 0.60586} +{"mode": "train", "epoch": 56, "iter": 2300, "lr": 0.06975, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.28703, "top5_acc": 0.54344, "loss_cls": 5.58425, "loss": 5.58425, "time": 0.60794} +{"mode": "train", "epoch": 56, "iter": 2400, "lr": 0.06972, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.27328, "top5_acc": 0.53594, "loss_cls": 5.64136, "loss": 5.64136, "time": 0.60859} +{"mode": "train", "epoch": 56, "iter": 2500, "lr": 0.0697, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.27844, "top5_acc": 0.54094, "loss_cls": 5.638, "loss": 5.638, "time": 0.60805} +{"mode": "train", "epoch": 56, "iter": 2600, "lr": 0.06967, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.27344, "top5_acc": 0.52859, "loss_cls": 5.67102, "loss": 5.67102, "time": 0.60991} +{"mode": "train", "epoch": 56, "iter": 2700, "lr": 0.06965, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.28375, "top5_acc": 0.54109, "loss_cls": 5.62423, "loss": 5.62423, "time": 0.60288} +{"mode": "train", "epoch": 56, "iter": 2800, "lr": 0.06962, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28234, "top5_acc": 0.53281, "loss_cls": 5.6691, "loss": 5.6691, "time": 0.60975} +{"mode": "train", "epoch": 56, "iter": 2900, "lr": 0.06959, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28469, "top5_acc": 0.54141, "loss_cls": 5.60805, "loss": 5.60805, "time": 0.60197} +{"mode": "train", "epoch": 56, "iter": 3000, "lr": 0.06957, "memory": 16180, "data_time": 0.00046, "top1_acc": 0.28047, "top5_acc": 0.53812, "loss_cls": 5.62363, "loss": 5.62363, "time": 0.59714} +{"mode": "train", "epoch": 56, "iter": 3100, "lr": 0.06954, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28203, "top5_acc": 0.54328, "loss_cls": 5.63296, "loss": 5.63296, "time": 0.59869} +{"mode": "train", "epoch": 56, "iter": 3200, "lr": 0.06952, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27297, "top5_acc": 0.53312, "loss_cls": 5.68506, "loss": 5.68506, "time": 0.60023} +{"mode": "train", "epoch": 56, "iter": 3300, "lr": 0.06949, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26812, "top5_acc": 0.52172, "loss_cls": 5.71414, "loss": 5.71414, "time": 0.59457} +{"mode": "train", "epoch": 56, "iter": 3400, "lr": 0.06947, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.2775, "top5_acc": 0.53453, "loss_cls": 5.66568, "loss": 5.66568, "time": 0.60132} +{"mode": "train", "epoch": 56, "iter": 3500, "lr": 0.06944, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28125, "top5_acc": 0.53406, "loss_cls": 5.65766, "loss": 5.65766, "time": 0.60551} +{"mode": "train", "epoch": 56, "iter": 3600, "lr": 0.06941, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27562, "top5_acc": 0.53234, "loss_cls": 5.65295, "loss": 5.65295, "time": 0.5998} +{"mode": "train", "epoch": 56, "iter": 3700, "lr": 0.06939, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.27469, "top5_acc": 0.52016, "loss_cls": 5.71144, "loss": 5.71144, "time": 0.60648} +{"mode": "val", "epoch": 56, "iter": 309, "lr": 0.06938, "top1_acc": 0.19541, "top5_acc": 0.42592, "mean_class_accuracy": 0.19534} +{"mode": "train", "epoch": 57, "iter": 100, "lr": 0.06935, "memory": 16180, "data_time": 1.38967, "top1_acc": 0.29328, "top5_acc": 0.54922, "loss_cls": 5.56377, "loss": 5.56377, "time": 1.98257} +{"mode": "train", "epoch": 57, "iter": 200, "lr": 0.06932, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28328, "top5_acc": 0.55297, "loss_cls": 5.60351, "loss": 5.60351, "time": 0.59594} +{"mode": "train", "epoch": 57, "iter": 300, "lr": 0.0693, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27625, "top5_acc": 0.53969, "loss_cls": 5.62647, "loss": 5.62647, "time": 0.59698} +{"mode": "train", "epoch": 57, "iter": 400, "lr": 0.06927, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29156, "top5_acc": 0.53953, "loss_cls": 5.60274, "loss": 5.60274, "time": 0.59817} +{"mode": "train", "epoch": 57, "iter": 500, "lr": 0.06925, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27734, "top5_acc": 0.53219, "loss_cls": 5.65329, "loss": 5.65329, "time": 0.60034} +{"mode": "train", "epoch": 57, "iter": 600, "lr": 0.06922, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.275, "top5_acc": 0.535, "loss_cls": 5.64785, "loss": 5.64785, "time": 0.59846} +{"mode": "train", "epoch": 57, "iter": 700, "lr": 0.0692, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29219, "top5_acc": 0.5425, "loss_cls": 5.59817, "loss": 5.59817, "time": 0.59991} +{"mode": "train", "epoch": 57, "iter": 800, "lr": 0.06917, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.28203, "top5_acc": 0.53891, "loss_cls": 5.64296, "loss": 5.64296, "time": 0.60121} +{"mode": "train", "epoch": 57, "iter": 900, "lr": 0.06914, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27594, "top5_acc": 0.53734, "loss_cls": 5.64163, "loss": 5.64163, "time": 0.60804} +{"mode": "train", "epoch": 57, "iter": 1000, "lr": 0.06912, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27844, "top5_acc": 0.5375, "loss_cls": 5.62389, "loss": 5.62389, "time": 0.60643} +{"mode": "train", "epoch": 57, "iter": 1100, "lr": 0.06909, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28578, "top5_acc": 0.54219, "loss_cls": 5.62604, "loss": 5.62604, "time": 0.59881} +{"mode": "train", "epoch": 57, "iter": 1200, "lr": 0.06907, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28641, "top5_acc": 0.54297, "loss_cls": 5.60294, "loss": 5.60294, "time": 0.6008} +{"mode": "train", "epoch": 57, "iter": 1300, "lr": 0.06904, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28, "top5_acc": 0.53516, "loss_cls": 5.62882, "loss": 5.62882, "time": 0.60339} +{"mode": "train", "epoch": 57, "iter": 1400, "lr": 0.06901, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28797, "top5_acc": 0.52734, "loss_cls": 5.63875, "loss": 5.63875, "time": 0.5973} +{"mode": "train", "epoch": 57, "iter": 1500, "lr": 0.06899, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.2675, "top5_acc": 0.52281, "loss_cls": 5.68223, "loss": 5.68223, "time": 0.60063} +{"mode": "train", "epoch": 57, "iter": 1600, "lr": 0.06896, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.28703, "top5_acc": 0.53969, "loss_cls": 5.6188, "loss": 5.6188, "time": 0.61052} +{"mode": "train", "epoch": 57, "iter": 1700, "lr": 0.06894, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.28219, "top5_acc": 0.54562, "loss_cls": 5.61821, "loss": 5.61821, "time": 0.60507} +{"mode": "train", "epoch": 57, "iter": 1800, "lr": 0.06891, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.28016, "top5_acc": 0.54, "loss_cls": 5.62737, "loss": 5.62737, "time": 0.6079} +{"mode": "train", "epoch": 57, "iter": 1900, "lr": 0.06889, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.28125, "top5_acc": 0.53781, "loss_cls": 5.65036, "loss": 5.65036, "time": 0.60459} +{"mode": "train", "epoch": 57, "iter": 2000, "lr": 0.06886, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28453, "top5_acc": 0.53594, "loss_cls": 5.6346, "loss": 5.6346, "time": 0.60277} +{"mode": "train", "epoch": 57, "iter": 2100, "lr": 0.06883, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28516, "top5_acc": 0.54109, "loss_cls": 5.62666, "loss": 5.62666, "time": 0.59899} +{"mode": "train", "epoch": 57, "iter": 2200, "lr": 0.06881, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.28312, "top5_acc": 0.53812, "loss_cls": 5.63835, "loss": 5.63835, "time": 0.60916} +{"mode": "train", "epoch": 57, "iter": 2300, "lr": 0.06878, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27312, "top5_acc": 0.52891, "loss_cls": 5.6912, "loss": 5.6912, "time": 0.59915} +{"mode": "train", "epoch": 57, "iter": 2400, "lr": 0.06876, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.28844, "top5_acc": 0.53625, "loss_cls": 5.65372, "loss": 5.65372, "time": 0.60411} +{"mode": "train", "epoch": 57, "iter": 2500, "lr": 0.06873, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28359, "top5_acc": 0.53906, "loss_cls": 5.62832, "loss": 5.62832, "time": 0.60469} +{"mode": "train", "epoch": 57, "iter": 2600, "lr": 0.0687, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.28109, "top5_acc": 0.53891, "loss_cls": 5.65794, "loss": 5.65794, "time": 0.6055} +{"mode": "train", "epoch": 57, "iter": 2700, "lr": 0.06868, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26891, "top5_acc": 0.52516, "loss_cls": 5.69744, "loss": 5.69744, "time": 0.60545} +{"mode": "train", "epoch": 57, "iter": 2800, "lr": 0.06865, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.26937, "top5_acc": 0.52844, "loss_cls": 5.69528, "loss": 5.69528, "time": 0.60738} +{"mode": "train", "epoch": 57, "iter": 2900, "lr": 0.06863, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28297, "top5_acc": 0.53969, "loss_cls": 5.63309, "loss": 5.63309, "time": 0.59501} +{"mode": "train", "epoch": 57, "iter": 3000, "lr": 0.0686, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27562, "top5_acc": 0.53781, "loss_cls": 5.66216, "loss": 5.66216, "time": 0.60165} +{"mode": "train", "epoch": 57, "iter": 3100, "lr": 0.06857, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.26719, "top5_acc": 0.53219, "loss_cls": 5.69082, "loss": 5.69082, "time": 0.59511} +{"mode": "train", "epoch": 57, "iter": 3200, "lr": 0.06855, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27219, "top5_acc": 0.52906, "loss_cls": 5.67092, "loss": 5.67092, "time": 0.59916} +{"mode": "train", "epoch": 57, "iter": 3300, "lr": 0.06852, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27969, "top5_acc": 0.52438, "loss_cls": 5.66717, "loss": 5.66717, "time": 0.60156} +{"mode": "train", "epoch": 57, "iter": 3400, "lr": 0.0685, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.28, "top5_acc": 0.53312, "loss_cls": 5.63268, "loss": 5.63268, "time": 0.60919} +{"mode": "train", "epoch": 57, "iter": 3500, "lr": 0.06847, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27766, "top5_acc": 0.53531, "loss_cls": 5.6636, "loss": 5.6636, "time": 0.6035} +{"mode": "train", "epoch": 57, "iter": 3600, "lr": 0.06844, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.28188, "top5_acc": 0.53906, "loss_cls": 5.6544, "loss": 5.6544, "time": 0.60279} +{"mode": "train", "epoch": 57, "iter": 3700, "lr": 0.06842, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.27906, "top5_acc": 0.53156, "loss_cls": 5.64405, "loss": 5.64405, "time": 0.60511} +{"mode": "val", "epoch": 57, "iter": 309, "lr": 0.06841, "top1_acc": 0.19597, "top5_acc": 0.43003, "mean_class_accuracy": 0.19586} +{"mode": "train", "epoch": 58, "iter": 100, "lr": 0.06838, "memory": 16180, "data_time": 1.45691, "top1_acc": 0.28766, "top5_acc": 0.55375, "loss_cls": 5.57631, "loss": 5.57631, "time": 2.05308} +{"mode": "train", "epoch": 58, "iter": 200, "lr": 0.06835, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29016, "top5_acc": 0.54656, "loss_cls": 5.59979, "loss": 5.59979, "time": 0.60079} +{"mode": "train", "epoch": 58, "iter": 300, "lr": 0.06833, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27609, "top5_acc": 0.54125, "loss_cls": 5.5969, "loss": 5.5969, "time": 0.59827} +{"mode": "train", "epoch": 58, "iter": 400, "lr": 0.0683, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29125, "top5_acc": 0.54391, "loss_cls": 5.60931, "loss": 5.60931, "time": 0.60158} +{"mode": "train", "epoch": 58, "iter": 500, "lr": 0.06828, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27922, "top5_acc": 0.53156, "loss_cls": 5.6656, "loss": 5.6656, "time": 0.59867} +{"mode": "train", "epoch": 58, "iter": 600, "lr": 0.06825, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27734, "top5_acc": 0.53719, "loss_cls": 5.6469, "loss": 5.6469, "time": 0.59871} +{"mode": "train", "epoch": 58, "iter": 700, "lr": 0.06822, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28328, "top5_acc": 0.54297, "loss_cls": 5.6147, "loss": 5.6147, "time": 0.60153} +{"mode": "train", "epoch": 58, "iter": 800, "lr": 0.0682, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28438, "top5_acc": 0.54844, "loss_cls": 5.62438, "loss": 5.62438, "time": 0.59725} +{"mode": "train", "epoch": 58, "iter": 900, "lr": 0.06817, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.28406, "top5_acc": 0.54062, "loss_cls": 5.61662, "loss": 5.61662, "time": 0.60384} +{"mode": "train", "epoch": 58, "iter": 1000, "lr": 0.06815, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28484, "top5_acc": 0.53859, "loss_cls": 5.65295, "loss": 5.65295, "time": 0.60919} +{"mode": "train", "epoch": 58, "iter": 1100, "lr": 0.06812, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28297, "top5_acc": 0.53484, "loss_cls": 5.64243, "loss": 5.64243, "time": 0.60008} +{"mode": "train", "epoch": 58, "iter": 1200, "lr": 0.06809, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27969, "top5_acc": 0.53641, "loss_cls": 5.63863, "loss": 5.63863, "time": 0.5959} +{"mode": "train", "epoch": 58, "iter": 1300, "lr": 0.06807, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28609, "top5_acc": 0.54453, "loss_cls": 5.62198, "loss": 5.62198, "time": 0.59879} +{"mode": "train", "epoch": 58, "iter": 1400, "lr": 0.06804, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.2775, "top5_acc": 0.53859, "loss_cls": 5.64621, "loss": 5.64621, "time": 0.60037} +{"mode": "train", "epoch": 58, "iter": 1500, "lr": 0.06802, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27844, "top5_acc": 0.53328, "loss_cls": 5.64756, "loss": 5.64756, "time": 0.59867} +{"mode": "train", "epoch": 58, "iter": 1600, "lr": 0.06799, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.28156, "top5_acc": 0.53688, "loss_cls": 5.64022, "loss": 5.64022, "time": 0.6081} +{"mode": "train", "epoch": 58, "iter": 1700, "lr": 0.06796, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28438, "top5_acc": 0.53375, "loss_cls": 5.63996, "loss": 5.63996, "time": 0.59892} +{"mode": "train", "epoch": 58, "iter": 1800, "lr": 0.06794, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27531, "top5_acc": 0.53875, "loss_cls": 5.65909, "loss": 5.65909, "time": 0.59969} +{"mode": "train", "epoch": 58, "iter": 1900, "lr": 0.06791, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27844, "top5_acc": 0.53562, "loss_cls": 5.65889, "loss": 5.65889, "time": 0.60292} +{"mode": "train", "epoch": 58, "iter": 2000, "lr": 0.06789, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.27812, "top5_acc": 0.54, "loss_cls": 5.62607, "loss": 5.62607, "time": 0.60117} +{"mode": "train", "epoch": 58, "iter": 2100, "lr": 0.06786, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27578, "top5_acc": 0.54234, "loss_cls": 5.64726, "loss": 5.64726, "time": 0.59926} +{"mode": "train", "epoch": 58, "iter": 2200, "lr": 0.06783, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.28688, "top5_acc": 0.53422, "loss_cls": 5.62334, "loss": 5.62334, "time": 0.60752} +{"mode": "train", "epoch": 58, "iter": 2300, "lr": 0.06781, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.27016, "top5_acc": 0.52812, "loss_cls": 5.66786, "loss": 5.66786, "time": 0.60694} +{"mode": "train", "epoch": 58, "iter": 2400, "lr": 0.06778, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.28359, "top5_acc": 0.54078, "loss_cls": 5.60123, "loss": 5.60123, "time": 0.60442} +{"mode": "train", "epoch": 58, "iter": 2500, "lr": 0.06775, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.28109, "top5_acc": 0.53531, "loss_cls": 5.64337, "loss": 5.64337, "time": 0.60509} +{"mode": "train", "epoch": 58, "iter": 2600, "lr": 0.06773, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28672, "top5_acc": 0.5425, "loss_cls": 5.6002, "loss": 5.6002, "time": 0.60494} +{"mode": "train", "epoch": 58, "iter": 2700, "lr": 0.0677, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.27453, "top5_acc": 0.53719, "loss_cls": 5.65472, "loss": 5.65472, "time": 0.60581} +{"mode": "train", "epoch": 58, "iter": 2800, "lr": 0.06768, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27828, "top5_acc": 0.52938, "loss_cls": 5.67124, "loss": 5.67124, "time": 0.60364} +{"mode": "train", "epoch": 58, "iter": 2900, "lr": 0.06765, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.28906, "top5_acc": 0.55078, "loss_cls": 5.60328, "loss": 5.60328, "time": 0.59848} +{"mode": "train", "epoch": 58, "iter": 3000, "lr": 0.06762, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28078, "top5_acc": 0.53547, "loss_cls": 5.66135, "loss": 5.66135, "time": 0.59977} +{"mode": "train", "epoch": 58, "iter": 3100, "lr": 0.0676, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28859, "top5_acc": 0.53922, "loss_cls": 5.61474, "loss": 5.61474, "time": 0.59658} +{"mode": "train", "epoch": 58, "iter": 3200, "lr": 0.06757, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.2875, "top5_acc": 0.53812, "loss_cls": 5.61764, "loss": 5.61764, "time": 0.5975} +{"mode": "train", "epoch": 58, "iter": 3300, "lr": 0.06755, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27484, "top5_acc": 0.53531, "loss_cls": 5.65722, "loss": 5.65722, "time": 0.59605} +{"mode": "train", "epoch": 58, "iter": 3400, "lr": 0.06752, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.26344, "top5_acc": 0.52766, "loss_cls": 5.69392, "loss": 5.69392, "time": 0.60129} +{"mode": "train", "epoch": 58, "iter": 3500, "lr": 0.06749, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.2775, "top5_acc": 0.5325, "loss_cls": 5.64184, "loss": 5.64184, "time": 0.60323} +{"mode": "train", "epoch": 58, "iter": 3600, "lr": 0.06747, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.28031, "top5_acc": 0.52797, "loss_cls": 5.6959, "loss": 5.6959, "time": 0.5979} +{"mode": "train", "epoch": 58, "iter": 3700, "lr": 0.06744, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.27516, "top5_acc": 0.54078, "loss_cls": 5.63978, "loss": 5.63978, "time": 0.59888} +{"mode": "val", "epoch": 58, "iter": 309, "lr": 0.06743, "top1_acc": 0.21856, "top5_acc": 0.45535, "mean_class_accuracy": 0.2184} +{"mode": "train", "epoch": 59, "iter": 100, "lr": 0.0674, "memory": 16180, "data_time": 1.43393, "top1_acc": 0.28047, "top5_acc": 0.53422, "loss_cls": 5.62161, "loss": 5.62161, "time": 2.0291} +{"mode": "train", "epoch": 59, "iter": 200, "lr": 0.06738, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28813, "top5_acc": 0.54797, "loss_cls": 5.61097, "loss": 5.61097, "time": 0.59844} +{"mode": "train", "epoch": 59, "iter": 300, "lr": 0.06735, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27516, "top5_acc": 0.55047, "loss_cls": 5.60765, "loss": 5.60765, "time": 0.60512} +{"mode": "train", "epoch": 59, "iter": 400, "lr": 0.06732, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.28203, "top5_acc": 0.54703, "loss_cls": 5.5923, "loss": 5.5923, "time": 0.60544} +{"mode": "train", "epoch": 59, "iter": 500, "lr": 0.0673, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28453, "top5_acc": 0.54953, "loss_cls": 5.59394, "loss": 5.59394, "time": 0.60242} +{"mode": "train", "epoch": 59, "iter": 600, "lr": 0.06727, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29406, "top5_acc": 0.54703, "loss_cls": 5.58451, "loss": 5.58451, "time": 0.60085} +{"mode": "train", "epoch": 59, "iter": 700, "lr": 0.06725, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.27688, "top5_acc": 0.53672, "loss_cls": 5.62565, "loss": 5.62565, "time": 0.5977} +{"mode": "train", "epoch": 59, "iter": 800, "lr": 0.06722, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27969, "top5_acc": 0.54828, "loss_cls": 5.6151, "loss": 5.6151, "time": 0.59947} +{"mode": "train", "epoch": 59, "iter": 900, "lr": 0.06719, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28281, "top5_acc": 0.53219, "loss_cls": 5.65273, "loss": 5.65273, "time": 0.59676} +{"mode": "train", "epoch": 59, "iter": 1000, "lr": 0.06717, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28828, "top5_acc": 0.53078, "loss_cls": 5.63211, "loss": 5.63211, "time": 0.60492} +{"mode": "train", "epoch": 59, "iter": 1100, "lr": 0.06714, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29078, "top5_acc": 0.53812, "loss_cls": 5.60035, "loss": 5.60035, "time": 0.60888} +{"mode": "train", "epoch": 59, "iter": 1200, "lr": 0.06711, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28219, "top5_acc": 0.53891, "loss_cls": 5.61651, "loss": 5.61651, "time": 0.60055} +{"mode": "train", "epoch": 59, "iter": 1300, "lr": 0.06709, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.28156, "top5_acc": 0.53875, "loss_cls": 5.63831, "loss": 5.63831, "time": 0.59801} +{"mode": "train", "epoch": 59, "iter": 1400, "lr": 0.06706, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.275, "top5_acc": 0.53109, "loss_cls": 5.66284, "loss": 5.66284, "time": 0.5992} +{"mode": "train", "epoch": 59, "iter": 1500, "lr": 0.06704, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27875, "top5_acc": 0.53734, "loss_cls": 5.64259, "loss": 5.64259, "time": 0.59564} +{"mode": "train", "epoch": 59, "iter": 1600, "lr": 0.06701, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27703, "top5_acc": 0.53562, "loss_cls": 5.64169, "loss": 5.64169, "time": 0.59612} +{"mode": "train", "epoch": 59, "iter": 1700, "lr": 0.06698, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27781, "top5_acc": 0.54375, "loss_cls": 5.64439, "loss": 5.64439, "time": 0.59582} +{"mode": "train", "epoch": 59, "iter": 1800, "lr": 0.06696, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.28156, "top5_acc": 0.53062, "loss_cls": 5.64482, "loss": 5.64482, "time": 0.59438} +{"mode": "train", "epoch": 59, "iter": 1900, "lr": 0.06693, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28328, "top5_acc": 0.53547, "loss_cls": 5.64625, "loss": 5.64625, "time": 0.60166} +{"mode": "train", "epoch": 59, "iter": 2000, "lr": 0.0669, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28016, "top5_acc": 0.55188, "loss_cls": 5.59212, "loss": 5.59212, "time": 0.59744} +{"mode": "train", "epoch": 59, "iter": 2100, "lr": 0.06688, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27734, "top5_acc": 0.54141, "loss_cls": 5.6221, "loss": 5.6221, "time": 0.59647} +{"mode": "train", "epoch": 59, "iter": 2200, "lr": 0.06685, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27531, "top5_acc": 0.53781, "loss_cls": 5.62032, "loss": 5.62032, "time": 0.59938} +{"mode": "train", "epoch": 59, "iter": 2300, "lr": 0.06682, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29453, "top5_acc": 0.54812, "loss_cls": 5.59081, "loss": 5.59081, "time": 0.59405} +{"mode": "train", "epoch": 59, "iter": 2400, "lr": 0.0668, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28031, "top5_acc": 0.53828, "loss_cls": 5.6192, "loss": 5.6192, "time": 0.59661} +{"mode": "train", "epoch": 59, "iter": 2500, "lr": 0.06677, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29234, "top5_acc": 0.54859, "loss_cls": 5.58949, "loss": 5.58949, "time": 0.59685} +{"mode": "train", "epoch": 59, "iter": 2600, "lr": 0.06675, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.27969, "top5_acc": 0.54656, "loss_cls": 5.60232, "loss": 5.60232, "time": 0.60614} +{"mode": "train", "epoch": 59, "iter": 2700, "lr": 0.06672, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28141, "top5_acc": 0.53859, "loss_cls": 5.64697, "loss": 5.64697, "time": 0.60711} +{"mode": "train", "epoch": 59, "iter": 2800, "lr": 0.06669, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.26984, "top5_acc": 0.53438, "loss_cls": 5.66791, "loss": 5.66791, "time": 0.6027} +{"mode": "train", "epoch": 59, "iter": 2900, "lr": 0.06667, "memory": 16180, "data_time": 0.00051, "top1_acc": 0.29063, "top5_acc": 0.52891, "loss_cls": 5.66076, "loss": 5.66076, "time": 0.59905} +{"mode": "train", "epoch": 59, "iter": 3000, "lr": 0.06664, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.27656, "top5_acc": 0.535, "loss_cls": 5.66612, "loss": 5.66612, "time": 0.59947} +{"mode": "train", "epoch": 59, "iter": 3100, "lr": 0.06661, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.27891, "top5_acc": 0.53156, "loss_cls": 5.68429, "loss": 5.68429, "time": 0.59546} +{"mode": "train", "epoch": 59, "iter": 3200, "lr": 0.06659, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28484, "top5_acc": 0.53984, "loss_cls": 5.63317, "loss": 5.63317, "time": 0.59936} +{"mode": "train", "epoch": 59, "iter": 3300, "lr": 0.06656, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.2825, "top5_acc": 0.54203, "loss_cls": 5.62213, "loss": 5.62213, "time": 0.59655} +{"mode": "train", "epoch": 59, "iter": 3400, "lr": 0.06653, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.28234, "top5_acc": 0.53719, "loss_cls": 5.61179, "loss": 5.61179, "time": 0.60612} +{"mode": "train", "epoch": 59, "iter": 3500, "lr": 0.06651, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.28547, "top5_acc": 0.54672, "loss_cls": 5.58587, "loss": 5.58587, "time": 0.60541} +{"mode": "train", "epoch": 59, "iter": 3600, "lr": 0.06648, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27578, "top5_acc": 0.53641, "loss_cls": 5.62705, "loss": 5.62705, "time": 0.59745} +{"mode": "train", "epoch": 59, "iter": 3700, "lr": 0.06646, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28141, "top5_acc": 0.5375, "loss_cls": 5.66418, "loss": 5.66418, "time": 0.60535} +{"mode": "val", "epoch": 59, "iter": 309, "lr": 0.06644, "top1_acc": 0.21435, "top5_acc": 0.44679, "mean_class_accuracy": 0.21415} +{"mode": "train", "epoch": 60, "iter": 100, "lr": 0.06642, "memory": 16180, "data_time": 1.44293, "top1_acc": 0.28797, "top5_acc": 0.54547, "loss_cls": 5.58555, "loss": 5.58555, "time": 2.0382} +{"mode": "train", "epoch": 60, "iter": 200, "lr": 0.06639, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28953, "top5_acc": 0.54328, "loss_cls": 5.59364, "loss": 5.59364, "time": 0.59523} +{"mode": "train", "epoch": 60, "iter": 300, "lr": 0.06636, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28906, "top5_acc": 0.54594, "loss_cls": 5.58718, "loss": 5.58718, "time": 0.60035} +{"mode": "train", "epoch": 60, "iter": 400, "lr": 0.06634, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28422, "top5_acc": 0.53844, "loss_cls": 5.62205, "loss": 5.62205, "time": 0.59855} +{"mode": "train", "epoch": 60, "iter": 500, "lr": 0.06631, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28813, "top5_acc": 0.56344, "loss_cls": 5.54636, "loss": 5.54636, "time": 0.60115} +{"mode": "train", "epoch": 60, "iter": 600, "lr": 0.06629, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28438, "top5_acc": 0.53844, "loss_cls": 5.60567, "loss": 5.60567, "time": 0.59854} +{"mode": "train", "epoch": 60, "iter": 700, "lr": 0.06626, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27344, "top5_acc": 0.53, "loss_cls": 5.64979, "loss": 5.64979, "time": 0.59878} +{"mode": "train", "epoch": 60, "iter": 800, "lr": 0.06623, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27797, "top5_acc": 0.54266, "loss_cls": 5.63061, "loss": 5.63061, "time": 0.59972} +{"mode": "train", "epoch": 60, "iter": 900, "lr": 0.06621, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28125, "top5_acc": 0.5475, "loss_cls": 5.60365, "loss": 5.60365, "time": 0.59827} +{"mode": "train", "epoch": 60, "iter": 1000, "lr": 0.06618, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.28344, "top5_acc": 0.54797, "loss_cls": 5.60107, "loss": 5.60107, "time": 0.61115} +{"mode": "train", "epoch": 60, "iter": 1100, "lr": 0.06615, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.28562, "top5_acc": 0.53844, "loss_cls": 5.61517, "loss": 5.61517, "time": 0.60658} +{"mode": "train", "epoch": 60, "iter": 1200, "lr": 0.06613, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28859, "top5_acc": 0.54484, "loss_cls": 5.59741, "loss": 5.59741, "time": 0.59704} +{"mode": "train", "epoch": 60, "iter": 1300, "lr": 0.0661, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.28828, "top5_acc": 0.54016, "loss_cls": 5.61038, "loss": 5.61038, "time": 0.60351} +{"mode": "train", "epoch": 60, "iter": 1400, "lr": 0.06607, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28219, "top5_acc": 0.54109, "loss_cls": 5.60313, "loss": 5.60313, "time": 0.60295} +{"mode": "train", "epoch": 60, "iter": 1500, "lr": 0.06605, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28312, "top5_acc": 0.53781, "loss_cls": 5.61856, "loss": 5.61856, "time": 0.59846} +{"mode": "train", "epoch": 60, "iter": 1600, "lr": 0.06602, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.2825, "top5_acc": 0.54562, "loss_cls": 5.6079, "loss": 5.6079, "time": 0.59832} +{"mode": "train", "epoch": 60, "iter": 1700, "lr": 0.06599, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28859, "top5_acc": 0.54406, "loss_cls": 5.61021, "loss": 5.61021, "time": 0.59786} +{"mode": "train", "epoch": 60, "iter": 1800, "lr": 0.06597, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28094, "top5_acc": 0.54406, "loss_cls": 5.60933, "loss": 5.60933, "time": 0.59739} +{"mode": "train", "epoch": 60, "iter": 1900, "lr": 0.06594, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28375, "top5_acc": 0.54234, "loss_cls": 5.59721, "loss": 5.59721, "time": 0.60276} +{"mode": "train", "epoch": 60, "iter": 2000, "lr": 0.06591, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.28438, "top5_acc": 0.53891, "loss_cls": 5.64086, "loss": 5.64086, "time": 0.60362} +{"mode": "train", "epoch": 60, "iter": 2100, "lr": 0.06589, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.28016, "top5_acc": 0.53953, "loss_cls": 5.6551, "loss": 5.6551, "time": 0.6035} +{"mode": "train", "epoch": 60, "iter": 2200, "lr": 0.06586, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.27672, "top5_acc": 0.54438, "loss_cls": 5.64774, "loss": 5.64774, "time": 0.60753} +{"mode": "train", "epoch": 60, "iter": 2300, "lr": 0.06584, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.28312, "top5_acc": 0.54469, "loss_cls": 5.61889, "loss": 5.61889, "time": 0.60361} +{"mode": "train", "epoch": 60, "iter": 2400, "lr": 0.06581, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28062, "top5_acc": 0.54516, "loss_cls": 5.61426, "loss": 5.61426, "time": 0.59863} +{"mode": "train", "epoch": 60, "iter": 2500, "lr": 0.06578, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.26969, "top5_acc": 0.52547, "loss_cls": 5.68277, "loss": 5.68277, "time": 0.59753} +{"mode": "train", "epoch": 60, "iter": 2600, "lr": 0.06576, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27719, "top5_acc": 0.53797, "loss_cls": 5.63749, "loss": 5.63749, "time": 0.60202} +{"mode": "train", "epoch": 60, "iter": 2700, "lr": 0.06573, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28844, "top5_acc": 0.54859, "loss_cls": 5.58005, "loss": 5.58005, "time": 0.60535} +{"mode": "train", "epoch": 60, "iter": 2800, "lr": 0.0657, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28172, "top5_acc": 0.54625, "loss_cls": 5.61071, "loss": 5.61071, "time": 0.60332} +{"mode": "train", "epoch": 60, "iter": 2900, "lr": 0.06568, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.28328, "top5_acc": 0.54641, "loss_cls": 5.60429, "loss": 5.60429, "time": 0.60208} +{"mode": "train", "epoch": 60, "iter": 3000, "lr": 0.06565, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.28641, "top5_acc": 0.54484, "loss_cls": 5.60025, "loss": 5.60025, "time": 0.60317} +{"mode": "train", "epoch": 60, "iter": 3100, "lr": 0.06562, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.28391, "top5_acc": 0.53672, "loss_cls": 5.59583, "loss": 5.59583, "time": 0.59972} +{"mode": "train", "epoch": 60, "iter": 3200, "lr": 0.0656, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28109, "top5_acc": 0.53625, "loss_cls": 5.65177, "loss": 5.65177, "time": 0.59714} +{"mode": "train", "epoch": 60, "iter": 3300, "lr": 0.06557, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28016, "top5_acc": 0.54672, "loss_cls": 5.62038, "loss": 5.62038, "time": 0.59694} +{"mode": "train", "epoch": 60, "iter": 3400, "lr": 0.06554, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.27297, "top5_acc": 0.53938, "loss_cls": 5.63075, "loss": 5.63075, "time": 0.60876} +{"mode": "train", "epoch": 60, "iter": 3500, "lr": 0.06552, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29328, "top5_acc": 0.53531, "loss_cls": 5.63399, "loss": 5.63399, "time": 0.6066} +{"mode": "train", "epoch": 60, "iter": 3600, "lr": 0.06549, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29344, "top5_acc": 0.54797, "loss_cls": 5.59404, "loss": 5.59404, "time": 0.60305} +{"mode": "train", "epoch": 60, "iter": 3700, "lr": 0.06546, "memory": 16180, "data_time": 0.00057, "top1_acc": 0.285, "top5_acc": 0.54734, "loss_cls": 5.60819, "loss": 5.60819, "time": 0.61043} +{"mode": "val", "epoch": 60, "iter": 309, "lr": 0.06545, "top1_acc": 0.23056, "top5_acc": 0.47353, "mean_class_accuracy": 0.23046} +{"mode": "train", "epoch": 61, "iter": 100, "lr": 0.06542, "memory": 16180, "data_time": 1.42127, "top1_acc": 0.28438, "top5_acc": 0.55188, "loss_cls": 5.58407, "loss": 5.58407, "time": 2.01973} +{"mode": "train", "epoch": 61, "iter": 200, "lr": 0.0654, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29625, "top5_acc": 0.55109, "loss_cls": 5.569, "loss": 5.569, "time": 0.5997} +{"mode": "train", "epoch": 61, "iter": 300, "lr": 0.06537, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28281, "top5_acc": 0.55516, "loss_cls": 5.58173, "loss": 5.58173, "time": 0.59908} +{"mode": "train", "epoch": 61, "iter": 400, "lr": 0.06534, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28797, "top5_acc": 0.54484, "loss_cls": 5.60443, "loss": 5.60443, "time": 0.60007} +{"mode": "train", "epoch": 61, "iter": 500, "lr": 0.06532, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29266, "top5_acc": 0.54141, "loss_cls": 5.59969, "loss": 5.59969, "time": 0.59744} +{"mode": "train", "epoch": 61, "iter": 600, "lr": 0.06529, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28391, "top5_acc": 0.54328, "loss_cls": 5.58454, "loss": 5.58454, "time": 0.59971} +{"mode": "train", "epoch": 61, "iter": 700, "lr": 0.06526, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.28594, "top5_acc": 0.54828, "loss_cls": 5.59709, "loss": 5.59709, "time": 0.60991} +{"mode": "train", "epoch": 61, "iter": 800, "lr": 0.06524, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.29109, "top5_acc": 0.54797, "loss_cls": 5.60683, "loss": 5.60683, "time": 0.60543} +{"mode": "train", "epoch": 61, "iter": 900, "lr": 0.06521, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28641, "top5_acc": 0.52953, "loss_cls": 5.60694, "loss": 5.60694, "time": 0.59813} +{"mode": "train", "epoch": 61, "iter": 1000, "lr": 0.06519, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28672, "top5_acc": 0.55062, "loss_cls": 5.59199, "loss": 5.59199, "time": 0.60665} +{"mode": "train", "epoch": 61, "iter": 1100, "lr": 0.06516, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27781, "top5_acc": 0.53, "loss_cls": 5.67444, "loss": 5.67444, "time": 0.60422} +{"mode": "train", "epoch": 61, "iter": 1200, "lr": 0.06513, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.28266, "top5_acc": 0.53875, "loss_cls": 5.61791, "loss": 5.61791, "time": 0.59976} +{"mode": "train", "epoch": 61, "iter": 1300, "lr": 0.06511, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28609, "top5_acc": 0.54703, "loss_cls": 5.60379, "loss": 5.60379, "time": 0.5975} +{"mode": "train", "epoch": 61, "iter": 1400, "lr": 0.06508, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28375, "top5_acc": 0.54062, "loss_cls": 5.61887, "loss": 5.61887, "time": 0.59844} +{"mode": "train", "epoch": 61, "iter": 1500, "lr": 0.06505, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28672, "top5_acc": 0.54906, "loss_cls": 5.58869, "loss": 5.58869, "time": 0.59905} +{"mode": "train", "epoch": 61, "iter": 1600, "lr": 0.06503, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28312, "top5_acc": 0.5375, "loss_cls": 5.61444, "loss": 5.61444, "time": 0.59766} +{"mode": "train", "epoch": 61, "iter": 1700, "lr": 0.065, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29656, "top5_acc": 0.54703, "loss_cls": 5.58222, "loss": 5.58222, "time": 0.59808} +{"mode": "train", "epoch": 61, "iter": 1800, "lr": 0.06497, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.27734, "top5_acc": 0.53484, "loss_cls": 5.64443, "loss": 5.64443, "time": 0.60521} +{"mode": "train", "epoch": 61, "iter": 1900, "lr": 0.06495, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.28297, "top5_acc": 0.54453, "loss_cls": 5.60957, "loss": 5.60957, "time": 0.6044} +{"mode": "train", "epoch": 61, "iter": 2000, "lr": 0.06492, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.28703, "top5_acc": 0.54359, "loss_cls": 5.60601, "loss": 5.60601, "time": 0.60503} +{"mode": "train", "epoch": 61, "iter": 2100, "lr": 0.06489, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.29234, "top5_acc": 0.555, "loss_cls": 5.57002, "loss": 5.57002, "time": 0.60216} +{"mode": "train", "epoch": 61, "iter": 2200, "lr": 0.06487, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28813, "top5_acc": 0.54828, "loss_cls": 5.5972, "loss": 5.5972, "time": 0.59974} +{"mode": "train", "epoch": 61, "iter": 2300, "lr": 0.06484, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.28766, "top5_acc": 0.53578, "loss_cls": 5.61774, "loss": 5.61774, "time": 0.60823} +{"mode": "train", "epoch": 61, "iter": 2400, "lr": 0.06481, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29281, "top5_acc": 0.55203, "loss_cls": 5.55448, "loss": 5.55448, "time": 0.60243} +{"mode": "train", "epoch": 61, "iter": 2500, "lr": 0.06478, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.28984, "top5_acc": 0.54203, "loss_cls": 5.62192, "loss": 5.62192, "time": 0.60969} +{"mode": "train", "epoch": 61, "iter": 2600, "lr": 0.06476, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.2875, "top5_acc": 0.54, "loss_cls": 5.62288, "loss": 5.62288, "time": 0.60631} +{"mode": "train", "epoch": 61, "iter": 2700, "lr": 0.06473, "memory": 16180, "data_time": 0.00069, "top1_acc": 0.28375, "top5_acc": 0.53797, "loss_cls": 5.6167, "loss": 5.6167, "time": 0.60822} +{"mode": "train", "epoch": 61, "iter": 2800, "lr": 0.0647, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28141, "top5_acc": 0.53672, "loss_cls": 5.62875, "loss": 5.62875, "time": 0.60498} +{"mode": "train", "epoch": 61, "iter": 2900, "lr": 0.06468, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28438, "top5_acc": 0.54031, "loss_cls": 5.61931, "loss": 5.61931, "time": 0.59891} +{"mode": "train", "epoch": 61, "iter": 3000, "lr": 0.06465, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28578, "top5_acc": 0.54391, "loss_cls": 5.58737, "loss": 5.58737, "time": 0.60041} +{"mode": "train", "epoch": 61, "iter": 3100, "lr": 0.06462, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28078, "top5_acc": 0.53781, "loss_cls": 5.6457, "loss": 5.6457, "time": 0.59964} +{"mode": "train", "epoch": 61, "iter": 3200, "lr": 0.0646, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.28141, "top5_acc": 0.54344, "loss_cls": 5.60154, "loss": 5.60154, "time": 0.59624} +{"mode": "train", "epoch": 61, "iter": 3300, "lr": 0.06457, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29281, "top5_acc": 0.54031, "loss_cls": 5.61297, "loss": 5.61297, "time": 0.59998} +{"mode": "train", "epoch": 61, "iter": 3400, "lr": 0.06454, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.28328, "top5_acc": 0.545, "loss_cls": 5.57585, "loss": 5.57585, "time": 0.60279} +{"mode": "train", "epoch": 61, "iter": 3500, "lr": 0.06452, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.28594, "top5_acc": 0.54188, "loss_cls": 5.60144, "loss": 5.60144, "time": 0.60707} +{"mode": "train", "epoch": 61, "iter": 3600, "lr": 0.06449, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.28375, "top5_acc": 0.54359, "loss_cls": 5.62961, "loss": 5.62961, "time": 0.59868} +{"mode": "train", "epoch": 61, "iter": 3700, "lr": 0.06446, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.2825, "top5_acc": 0.53688, "loss_cls": 5.65944, "loss": 5.65944, "time": 0.60443} +{"mode": "val", "epoch": 61, "iter": 309, "lr": 0.06445, "top1_acc": 0.19951, "top5_acc": 0.42835, "mean_class_accuracy": 0.19928} +{"mode": "train", "epoch": 62, "iter": 100, "lr": 0.06443, "memory": 16180, "data_time": 1.44494, "top1_acc": 0.29016, "top5_acc": 0.54609, "loss_cls": 5.58219, "loss": 5.58219, "time": 2.04011} +{"mode": "train", "epoch": 62, "iter": 200, "lr": 0.0644, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27578, "top5_acc": 0.53266, "loss_cls": 5.63622, "loss": 5.63622, "time": 0.59486} +{"mode": "train", "epoch": 62, "iter": 300, "lr": 0.06437, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30094, "top5_acc": 0.55688, "loss_cls": 5.53938, "loss": 5.53938, "time": 0.59817} +{"mode": "train", "epoch": 62, "iter": 400, "lr": 0.06434, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28719, "top5_acc": 0.55031, "loss_cls": 5.58964, "loss": 5.58964, "time": 0.59947} +{"mode": "train", "epoch": 62, "iter": 500, "lr": 0.06432, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28922, "top5_acc": 0.54422, "loss_cls": 5.58421, "loss": 5.58421, "time": 0.59672} +{"mode": "train", "epoch": 62, "iter": 600, "lr": 0.06429, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27812, "top5_acc": 0.53875, "loss_cls": 5.62356, "loss": 5.62356, "time": 0.59942} +{"mode": "train", "epoch": 62, "iter": 700, "lr": 0.06426, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28984, "top5_acc": 0.54656, "loss_cls": 5.60343, "loss": 5.60343, "time": 0.5961} +{"mode": "train", "epoch": 62, "iter": 800, "lr": 0.06424, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29234, "top5_acc": 0.54859, "loss_cls": 5.55609, "loss": 5.55609, "time": 0.5977} +{"mode": "train", "epoch": 62, "iter": 900, "lr": 0.06421, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28672, "top5_acc": 0.54344, "loss_cls": 5.60644, "loss": 5.60644, "time": 0.59874} +{"mode": "train", "epoch": 62, "iter": 1000, "lr": 0.06418, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27953, "top5_acc": 0.53906, "loss_cls": 5.64133, "loss": 5.64133, "time": 0.60508} +{"mode": "train", "epoch": 62, "iter": 1100, "lr": 0.06416, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.28516, "top5_acc": 0.54578, "loss_cls": 5.60464, "loss": 5.60464, "time": 0.60678} +{"mode": "train", "epoch": 62, "iter": 1200, "lr": 0.06413, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28875, "top5_acc": 0.54812, "loss_cls": 5.58943, "loss": 5.58943, "time": 0.59918} +{"mode": "train", "epoch": 62, "iter": 1300, "lr": 0.0641, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28531, "top5_acc": 0.54781, "loss_cls": 5.56572, "loss": 5.56572, "time": 0.59787} +{"mode": "train", "epoch": 62, "iter": 1400, "lr": 0.06408, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29281, "top5_acc": 0.54844, "loss_cls": 5.58786, "loss": 5.58786, "time": 0.59767} +{"mode": "train", "epoch": 62, "iter": 1500, "lr": 0.06405, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29328, "top5_acc": 0.55109, "loss_cls": 5.5772, "loss": 5.5772, "time": 0.59512} +{"mode": "train", "epoch": 62, "iter": 1600, "lr": 0.06402, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28906, "top5_acc": 0.53969, "loss_cls": 5.61592, "loss": 5.61592, "time": 0.59398} +{"mode": "train", "epoch": 62, "iter": 1700, "lr": 0.064, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28609, "top5_acc": 0.54375, "loss_cls": 5.59569, "loss": 5.59569, "time": 0.59723} +{"mode": "train", "epoch": 62, "iter": 1800, "lr": 0.06397, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28016, "top5_acc": 0.53891, "loss_cls": 5.60177, "loss": 5.60177, "time": 0.60014} +{"mode": "train", "epoch": 62, "iter": 1900, "lr": 0.06394, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29688, "top5_acc": 0.54703, "loss_cls": 5.57645, "loss": 5.57645, "time": 0.60119} +{"mode": "train", "epoch": 62, "iter": 2000, "lr": 0.06392, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.28047, "top5_acc": 0.53812, "loss_cls": 5.62265, "loss": 5.62265, "time": 0.60649} +{"mode": "train", "epoch": 62, "iter": 2100, "lr": 0.06389, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28641, "top5_acc": 0.53984, "loss_cls": 5.61033, "loss": 5.61033, "time": 0.59842} +{"mode": "train", "epoch": 62, "iter": 2200, "lr": 0.06386, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29812, "top5_acc": 0.55625, "loss_cls": 5.57097, "loss": 5.57097, "time": 0.60118} +{"mode": "train", "epoch": 62, "iter": 2300, "lr": 0.06384, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29047, "top5_acc": 0.53453, "loss_cls": 5.66174, "loss": 5.66174, "time": 0.60077} +{"mode": "train", "epoch": 62, "iter": 2400, "lr": 0.06381, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29031, "top5_acc": 0.54391, "loss_cls": 5.6141, "loss": 5.6141, "time": 0.5979} +{"mode": "train", "epoch": 62, "iter": 2500, "lr": 0.06378, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.27953, "top5_acc": 0.54328, "loss_cls": 5.63157, "loss": 5.63157, "time": 0.60674} +{"mode": "train", "epoch": 62, "iter": 2600, "lr": 0.06375, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.27703, "top5_acc": 0.54516, "loss_cls": 5.60648, "loss": 5.60648, "time": 0.60533} +{"mode": "train", "epoch": 62, "iter": 2700, "lr": 0.06373, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.28172, "top5_acc": 0.54062, "loss_cls": 5.61694, "loss": 5.61694, "time": 0.61559} +{"mode": "train", "epoch": 62, "iter": 2800, "lr": 0.0637, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28875, "top5_acc": 0.5425, "loss_cls": 5.60233, "loss": 5.60233, "time": 0.60114} +{"mode": "train", "epoch": 62, "iter": 2900, "lr": 0.06367, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28062, "top5_acc": 0.53938, "loss_cls": 5.64225, "loss": 5.64225, "time": 0.59735} +{"mode": "train", "epoch": 62, "iter": 3000, "lr": 0.06365, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.29594, "top5_acc": 0.54016, "loss_cls": 5.60081, "loss": 5.60081, "time": 0.60161} +{"mode": "train", "epoch": 62, "iter": 3100, "lr": 0.06362, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.2975, "top5_acc": 0.55234, "loss_cls": 5.59044, "loss": 5.59044, "time": 0.59664} +{"mode": "train", "epoch": 62, "iter": 3200, "lr": 0.06359, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28781, "top5_acc": 0.54078, "loss_cls": 5.63389, "loss": 5.63389, "time": 0.59492} +{"mode": "train", "epoch": 62, "iter": 3300, "lr": 0.06357, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29125, "top5_acc": 0.54984, "loss_cls": 5.60692, "loss": 5.60692, "time": 0.59606} +{"mode": "train", "epoch": 62, "iter": 3400, "lr": 0.06354, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29672, "top5_acc": 0.56203, "loss_cls": 5.52824, "loss": 5.52824, "time": 0.60484} +{"mode": "train", "epoch": 62, "iter": 3500, "lr": 0.06351, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.27875, "top5_acc": 0.54516, "loss_cls": 5.61827, "loss": 5.61827, "time": 0.60647} +{"mode": "train", "epoch": 62, "iter": 3600, "lr": 0.06349, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29359, "top5_acc": 0.55078, "loss_cls": 5.55758, "loss": 5.55758, "time": 0.59825} +{"mode": "train", "epoch": 62, "iter": 3700, "lr": 0.06346, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28672, "top5_acc": 0.54875, "loss_cls": 5.61284, "loss": 5.61284, "time": 0.60422} +{"mode": "val", "epoch": 62, "iter": 309, "lr": 0.06345, "top1_acc": 0.22347, "top5_acc": 0.46933, "mean_class_accuracy": 0.22317} +{"mode": "train", "epoch": 63, "iter": 100, "lr": 0.06342, "memory": 16180, "data_time": 1.4775, "top1_acc": 0.29297, "top5_acc": 0.55297, "loss_cls": 5.56024, "loss": 5.56024, "time": 2.07278} +{"mode": "train", "epoch": 63, "iter": 200, "lr": 0.06339, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29313, "top5_acc": 0.54828, "loss_cls": 5.56279, "loss": 5.56279, "time": 0.59417} +{"mode": "train", "epoch": 63, "iter": 300, "lr": 0.06337, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29016, "top5_acc": 0.55312, "loss_cls": 5.56401, "loss": 5.56401, "time": 0.59896} +{"mode": "train", "epoch": 63, "iter": 400, "lr": 0.06334, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29313, "top5_acc": 0.55406, "loss_cls": 5.54757, "loss": 5.54757, "time": 0.59884} +{"mode": "train", "epoch": 63, "iter": 500, "lr": 0.06331, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30078, "top5_acc": 0.55469, "loss_cls": 5.55908, "loss": 5.55908, "time": 0.60327} +{"mode": "train", "epoch": 63, "iter": 600, "lr": 0.06328, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28813, "top5_acc": 0.545, "loss_cls": 5.59746, "loss": 5.59746, "time": 0.59965} +{"mode": "train", "epoch": 63, "iter": 700, "lr": 0.06326, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.28734, "top5_acc": 0.54812, "loss_cls": 5.58812, "loss": 5.58812, "time": 0.6074} +{"mode": "train", "epoch": 63, "iter": 800, "lr": 0.06323, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.28156, "top5_acc": 0.54469, "loss_cls": 5.61612, "loss": 5.61612, "time": 0.60422} +{"mode": "train", "epoch": 63, "iter": 900, "lr": 0.0632, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.285, "top5_acc": 0.53609, "loss_cls": 5.6004, "loss": 5.6004, "time": 0.60448} +{"mode": "train", "epoch": 63, "iter": 1000, "lr": 0.06318, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.27766, "top5_acc": 0.53609, "loss_cls": 5.6041, "loss": 5.6041, "time": 0.6114} +{"mode": "train", "epoch": 63, "iter": 1100, "lr": 0.06315, "memory": 16180, "data_time": 0.00058, "top1_acc": 0.28469, "top5_acc": 0.54719, "loss_cls": 5.62068, "loss": 5.62068, "time": 0.6139} +{"mode": "train", "epoch": 63, "iter": 1200, "lr": 0.06312, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.28688, "top5_acc": 0.55656, "loss_cls": 5.57712, "loss": 5.57712, "time": 0.61251} +{"mode": "train", "epoch": 63, "iter": 1300, "lr": 0.0631, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29078, "top5_acc": 0.55125, "loss_cls": 5.58243, "loss": 5.58243, "time": 0.59469} +{"mode": "train", "epoch": 63, "iter": 1400, "lr": 0.06307, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.28516, "top5_acc": 0.53844, "loss_cls": 5.58674, "loss": 5.58674, "time": 0.59615} +{"mode": "train", "epoch": 63, "iter": 1500, "lr": 0.06304, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29328, "top5_acc": 0.55047, "loss_cls": 5.55798, "loss": 5.55798, "time": 0.59694} +{"mode": "train", "epoch": 63, "iter": 1600, "lr": 0.06301, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28984, "top5_acc": 0.55484, "loss_cls": 5.56595, "loss": 5.56595, "time": 0.59763} +{"mode": "train", "epoch": 63, "iter": 1700, "lr": 0.06299, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28719, "top5_acc": 0.54344, "loss_cls": 5.61157, "loss": 5.61157, "time": 0.59789} +{"mode": "train", "epoch": 63, "iter": 1800, "lr": 0.06296, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28797, "top5_acc": 0.54188, "loss_cls": 5.60441, "loss": 5.60441, "time": 0.59485} +{"mode": "train", "epoch": 63, "iter": 1900, "lr": 0.06293, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28297, "top5_acc": 0.53891, "loss_cls": 5.59791, "loss": 5.59791, "time": 0.59876} +{"mode": "train", "epoch": 63, "iter": 2000, "lr": 0.06291, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.285, "top5_acc": 0.54594, "loss_cls": 5.61695, "loss": 5.61695, "time": 0.60051} +{"mode": "train", "epoch": 63, "iter": 2100, "lr": 0.06288, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.28391, "top5_acc": 0.53828, "loss_cls": 5.61807, "loss": 5.61807, "time": 0.60065} +{"mode": "train", "epoch": 63, "iter": 2200, "lr": 0.06285, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.2825, "top5_acc": 0.54531, "loss_cls": 5.58629, "loss": 5.58629, "time": 0.61133} +{"mode": "train", "epoch": 63, "iter": 2300, "lr": 0.06283, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29047, "top5_acc": 0.54156, "loss_cls": 5.58941, "loss": 5.58941, "time": 0.60041} +{"mode": "train", "epoch": 63, "iter": 2400, "lr": 0.0628, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.28375, "top5_acc": 0.54875, "loss_cls": 5.6152, "loss": 5.6152, "time": 0.59953} +{"mode": "train", "epoch": 63, "iter": 2500, "lr": 0.06277, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29219, "top5_acc": 0.54344, "loss_cls": 5.59315, "loss": 5.59315, "time": 0.59729} +{"mode": "train", "epoch": 63, "iter": 2600, "lr": 0.06274, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.2825, "top5_acc": 0.53859, "loss_cls": 5.62069, "loss": 5.62069, "time": 0.60354} +{"mode": "train", "epoch": 63, "iter": 2700, "lr": 0.06272, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.28594, "top5_acc": 0.54906, "loss_cls": 5.57944, "loss": 5.57944, "time": 0.60654} +{"mode": "train", "epoch": 63, "iter": 2800, "lr": 0.06269, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27766, "top5_acc": 0.54703, "loss_cls": 5.59415, "loss": 5.59415, "time": 0.60174} +{"mode": "train", "epoch": 63, "iter": 2900, "lr": 0.06266, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.28813, "top5_acc": 0.55172, "loss_cls": 5.57614, "loss": 5.57614, "time": 0.59773} +{"mode": "train", "epoch": 63, "iter": 3000, "lr": 0.06264, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.28813, "top5_acc": 0.53516, "loss_cls": 5.6105, "loss": 5.6105, "time": 0.60175} +{"mode": "train", "epoch": 63, "iter": 3100, "lr": 0.06261, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28031, "top5_acc": 0.545, "loss_cls": 5.60511, "loss": 5.60511, "time": 0.59948} +{"mode": "train", "epoch": 63, "iter": 3200, "lr": 0.06258, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.28359, "top5_acc": 0.55312, "loss_cls": 5.57984, "loss": 5.57984, "time": 0.60579} +{"mode": "train", "epoch": 63, "iter": 3300, "lr": 0.06256, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.28859, "top5_acc": 0.54812, "loss_cls": 5.62686, "loss": 5.62686, "time": 0.60337} +{"mode": "train", "epoch": 63, "iter": 3400, "lr": 0.06253, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.28406, "top5_acc": 0.53531, "loss_cls": 5.64581, "loss": 5.64581, "time": 0.6064} +{"mode": "train", "epoch": 63, "iter": 3500, "lr": 0.0625, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28609, "top5_acc": 0.53953, "loss_cls": 5.62181, "loss": 5.62181, "time": 0.61166} +{"mode": "train", "epoch": 63, "iter": 3600, "lr": 0.06247, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28156, "top5_acc": 0.53375, "loss_cls": 5.6544, "loss": 5.6544, "time": 0.60234} +{"mode": "train", "epoch": 63, "iter": 3700, "lr": 0.06245, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.28891, "top5_acc": 0.55547, "loss_cls": 5.56919, "loss": 5.56919, "time": 0.6058} +{"mode": "val", "epoch": 63, "iter": 309, "lr": 0.06243, "top1_acc": 0.22616, "top5_acc": 0.46487, "mean_class_accuracy": 0.22615} +{"mode": "train", "epoch": 64, "iter": 100, "lr": 0.06241, "memory": 16180, "data_time": 1.47805, "top1_acc": 0.29781, "top5_acc": 0.56266, "loss_cls": 5.5228, "loss": 5.5228, "time": 2.06979} +{"mode": "train", "epoch": 64, "iter": 200, "lr": 0.06238, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29016, "top5_acc": 0.55594, "loss_cls": 5.54118, "loss": 5.54118, "time": 0.5949} +{"mode": "train", "epoch": 64, "iter": 300, "lr": 0.06235, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28828, "top5_acc": 0.54312, "loss_cls": 5.60854, "loss": 5.60854, "time": 0.59684} +{"mode": "train", "epoch": 64, "iter": 400, "lr": 0.06233, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29406, "top5_acc": 0.54812, "loss_cls": 5.58716, "loss": 5.58716, "time": 0.59992} +{"mode": "train", "epoch": 64, "iter": 500, "lr": 0.0623, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.28344, "top5_acc": 0.54266, "loss_cls": 5.58324, "loss": 5.58324, "time": 0.60887} +{"mode": "train", "epoch": 64, "iter": 600, "lr": 0.06227, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28766, "top5_acc": 0.53906, "loss_cls": 5.59335, "loss": 5.59335, "time": 0.59759} +{"mode": "train", "epoch": 64, "iter": 700, "lr": 0.06225, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29891, "top5_acc": 0.55594, "loss_cls": 5.51717, "loss": 5.51717, "time": 0.59915} +{"mode": "train", "epoch": 64, "iter": 800, "lr": 0.06222, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28797, "top5_acc": 0.54766, "loss_cls": 5.56863, "loss": 5.56863, "time": 0.60189} +{"mode": "train", "epoch": 64, "iter": 900, "lr": 0.06219, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28094, "top5_acc": 0.54719, "loss_cls": 5.59289, "loss": 5.59289, "time": 0.59846} +{"mode": "train", "epoch": 64, "iter": 1000, "lr": 0.06216, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.29406, "top5_acc": 0.55531, "loss_cls": 5.55664, "loss": 5.55664, "time": 0.60187} +{"mode": "train", "epoch": 64, "iter": 1100, "lr": 0.06214, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29156, "top5_acc": 0.55203, "loss_cls": 5.54745, "loss": 5.54745, "time": 0.60528} +{"mode": "train", "epoch": 64, "iter": 1200, "lr": 0.06211, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28875, "top5_acc": 0.53938, "loss_cls": 5.61092, "loss": 5.61092, "time": 0.60764} +{"mode": "train", "epoch": 64, "iter": 1300, "lr": 0.06208, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.29297, "top5_acc": 0.54453, "loss_cls": 5.58105, "loss": 5.58105, "time": 0.59831} +{"mode": "train", "epoch": 64, "iter": 1400, "lr": 0.06206, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30344, "top5_acc": 0.56, "loss_cls": 5.55251, "loss": 5.55251, "time": 0.60143} +{"mode": "train", "epoch": 64, "iter": 1500, "lr": 0.06203, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28844, "top5_acc": 0.54391, "loss_cls": 5.58495, "loss": 5.58495, "time": 0.599} +{"mode": "train", "epoch": 64, "iter": 1600, "lr": 0.062, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.28562, "top5_acc": 0.54203, "loss_cls": 5.62182, "loss": 5.62182, "time": 0.6005} +{"mode": "train", "epoch": 64, "iter": 1700, "lr": 0.06197, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28234, "top5_acc": 0.54656, "loss_cls": 5.58843, "loss": 5.58843, "time": 0.59634} +{"mode": "train", "epoch": 64, "iter": 1800, "lr": 0.06195, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29109, "top5_acc": 0.54609, "loss_cls": 5.57866, "loss": 5.57866, "time": 0.59976} +{"mode": "train", "epoch": 64, "iter": 1900, "lr": 0.06192, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29125, "top5_acc": 0.54344, "loss_cls": 5.58697, "loss": 5.58697, "time": 0.59776} +{"mode": "train", "epoch": 64, "iter": 2000, "lr": 0.06189, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28891, "top5_acc": 0.54859, "loss_cls": 5.58806, "loss": 5.58806, "time": 0.59975} +{"mode": "train", "epoch": 64, "iter": 2100, "lr": 0.06187, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29469, "top5_acc": 0.55328, "loss_cls": 5.57741, "loss": 5.57741, "time": 0.60067} +{"mode": "train", "epoch": 64, "iter": 2200, "lr": 0.06184, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28312, "top5_acc": 0.53922, "loss_cls": 5.62261, "loss": 5.62261, "time": 0.60187} +{"mode": "train", "epoch": 64, "iter": 2300, "lr": 0.06181, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.30062, "top5_acc": 0.56281, "loss_cls": 5.53535, "loss": 5.53535, "time": 0.60366} +{"mode": "train", "epoch": 64, "iter": 2400, "lr": 0.06178, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.27984, "top5_acc": 0.54547, "loss_cls": 5.62814, "loss": 5.62814, "time": 0.60062} +{"mode": "train", "epoch": 64, "iter": 2500, "lr": 0.06176, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29063, "top5_acc": 0.54031, "loss_cls": 5.61743, "loss": 5.61743, "time": 0.59951} +{"mode": "train", "epoch": 64, "iter": 2600, "lr": 0.06173, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29156, "top5_acc": 0.54547, "loss_cls": 5.58385, "loss": 5.58385, "time": 0.605} +{"mode": "train", "epoch": 64, "iter": 2700, "lr": 0.0617, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.28, "top5_acc": 0.54453, "loss_cls": 5.60543, "loss": 5.60543, "time": 0.6066} +{"mode": "train", "epoch": 64, "iter": 2800, "lr": 0.06168, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.28922, "top5_acc": 0.54688, "loss_cls": 5.59187, "loss": 5.59187, "time": 0.60143} +{"mode": "train", "epoch": 64, "iter": 2900, "lr": 0.06165, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29078, "top5_acc": 0.55703, "loss_cls": 5.55505, "loss": 5.55505, "time": 0.60336} +{"mode": "train", "epoch": 64, "iter": 3000, "lr": 0.06162, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.28797, "top5_acc": 0.55078, "loss_cls": 5.56252, "loss": 5.56252, "time": 0.60064} +{"mode": "train", "epoch": 64, "iter": 3100, "lr": 0.06159, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27953, "top5_acc": 0.54797, "loss_cls": 5.6047, "loss": 5.6047, "time": 0.59881} +{"mode": "train", "epoch": 64, "iter": 3200, "lr": 0.06157, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28922, "top5_acc": 0.54391, "loss_cls": 5.60177, "loss": 5.60177, "time": 0.59712} +{"mode": "train", "epoch": 64, "iter": 3300, "lr": 0.06154, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28797, "top5_acc": 0.54016, "loss_cls": 5.60836, "loss": 5.60836, "time": 0.59591} +{"mode": "train", "epoch": 64, "iter": 3400, "lr": 0.06151, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.29484, "top5_acc": 0.54797, "loss_cls": 5.59015, "loss": 5.59015, "time": 0.6038} +{"mode": "train", "epoch": 64, "iter": 3500, "lr": 0.06148, "memory": 16180, "data_time": 0.0005, "top1_acc": 0.29438, "top5_acc": 0.55578, "loss_cls": 5.56604, "loss": 5.56604, "time": 0.60912} +{"mode": "train", "epoch": 64, "iter": 3600, "lr": 0.06146, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28359, "top5_acc": 0.54953, "loss_cls": 5.5999, "loss": 5.5999, "time": 0.60248} +{"mode": "train", "epoch": 64, "iter": 3700, "lr": 0.06143, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.28594, "top5_acc": 0.54984, "loss_cls": 5.60563, "loss": 5.60563, "time": 0.60795} +{"mode": "val", "epoch": 64, "iter": 309, "lr": 0.06142, "top1_acc": 0.22378, "top5_acc": 0.46138, "mean_class_accuracy": 0.22362} +{"mode": "train", "epoch": 65, "iter": 100, "lr": 0.06139, "memory": 16180, "data_time": 1.48842, "top1_acc": 0.30938, "top5_acc": 0.565, "loss_cls": 5.47296, "loss": 5.47296, "time": 2.08531} +{"mode": "train", "epoch": 65, "iter": 200, "lr": 0.06136, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29203, "top5_acc": 0.54797, "loss_cls": 5.57426, "loss": 5.57426, "time": 0.59705} +{"mode": "train", "epoch": 65, "iter": 300, "lr": 0.06134, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.30094, "top5_acc": 0.55875, "loss_cls": 5.52231, "loss": 5.52231, "time": 0.5989} +{"mode": "train", "epoch": 65, "iter": 400, "lr": 0.06131, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30391, "top5_acc": 0.55875, "loss_cls": 5.5367, "loss": 5.5367, "time": 0.59961} +{"mode": "train", "epoch": 65, "iter": 500, "lr": 0.06128, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27891, "top5_acc": 0.53203, "loss_cls": 5.62491, "loss": 5.62491, "time": 0.59684} +{"mode": "train", "epoch": 65, "iter": 600, "lr": 0.06125, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29438, "top5_acc": 0.54859, "loss_cls": 5.55891, "loss": 5.55891, "time": 0.59972} +{"mode": "train", "epoch": 65, "iter": 700, "lr": 0.06123, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28312, "top5_acc": 0.54109, "loss_cls": 5.64031, "loss": 5.64031, "time": 0.59651} +{"mode": "train", "epoch": 65, "iter": 800, "lr": 0.0612, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28969, "top5_acc": 0.55234, "loss_cls": 5.56424, "loss": 5.56424, "time": 0.5983} +{"mode": "train", "epoch": 65, "iter": 900, "lr": 0.06117, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29875, "top5_acc": 0.55922, "loss_cls": 5.52675, "loss": 5.52675, "time": 0.59922} +{"mode": "train", "epoch": 65, "iter": 1000, "lr": 0.06115, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.295, "top5_acc": 0.55562, "loss_cls": 5.55951, "loss": 5.55951, "time": 0.59996} +{"mode": "train", "epoch": 65, "iter": 1100, "lr": 0.06112, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.29484, "top5_acc": 0.55297, "loss_cls": 5.56821, "loss": 5.56821, "time": 0.60493} +{"mode": "train", "epoch": 65, "iter": 1200, "lr": 0.06109, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28813, "top5_acc": 0.54969, "loss_cls": 5.57988, "loss": 5.57988, "time": 0.60454} +{"mode": "train", "epoch": 65, "iter": 1300, "lr": 0.06106, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28125, "top5_acc": 0.54047, "loss_cls": 5.60498, "loss": 5.60498, "time": 0.60109} +{"mode": "train", "epoch": 65, "iter": 1400, "lr": 0.06104, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28781, "top5_acc": 0.55297, "loss_cls": 5.56822, "loss": 5.56822, "time": 0.59493} +{"mode": "train", "epoch": 65, "iter": 1500, "lr": 0.06101, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28578, "top5_acc": 0.54297, "loss_cls": 5.61412, "loss": 5.61412, "time": 0.605} +{"mode": "train", "epoch": 65, "iter": 1600, "lr": 0.06098, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28859, "top5_acc": 0.54953, "loss_cls": 5.58717, "loss": 5.58717, "time": 0.5982} +{"mode": "train", "epoch": 65, "iter": 1700, "lr": 0.06095, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28422, "top5_acc": 0.54484, "loss_cls": 5.60457, "loss": 5.60457, "time": 0.59717} +{"mode": "train", "epoch": 65, "iter": 1800, "lr": 0.06093, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28609, "top5_acc": 0.54875, "loss_cls": 5.58654, "loss": 5.58654, "time": 0.59867} +{"mode": "train", "epoch": 65, "iter": 1900, "lr": 0.0609, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29656, "top5_acc": 0.55109, "loss_cls": 5.55216, "loss": 5.55216, "time": 0.59632} +{"mode": "train", "epoch": 65, "iter": 2000, "lr": 0.06087, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29516, "top5_acc": 0.55844, "loss_cls": 5.56563, "loss": 5.56563, "time": 0.59771} +{"mode": "train", "epoch": 65, "iter": 2100, "lr": 0.06085, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.29125, "top5_acc": 0.54906, "loss_cls": 5.56769, "loss": 5.56769, "time": 0.60785} +{"mode": "train", "epoch": 65, "iter": 2200, "lr": 0.06082, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.29438, "top5_acc": 0.56109, "loss_cls": 5.544, "loss": 5.544, "time": 0.60798} +{"mode": "train", "epoch": 65, "iter": 2300, "lr": 0.06079, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.29172, "top5_acc": 0.545, "loss_cls": 5.59931, "loss": 5.59931, "time": 0.60667} +{"mode": "train", "epoch": 65, "iter": 2400, "lr": 0.06076, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.27766, "top5_acc": 0.54391, "loss_cls": 5.6146, "loss": 5.6146, "time": 0.59787} +{"mode": "train", "epoch": 65, "iter": 2500, "lr": 0.06074, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.29594, "top5_acc": 0.54781, "loss_cls": 5.56579, "loss": 5.56579, "time": 0.60248} +{"mode": "train", "epoch": 65, "iter": 2600, "lr": 0.06071, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.285, "top5_acc": 0.54438, "loss_cls": 5.60774, "loss": 5.60774, "time": 0.60996} +{"mode": "train", "epoch": 65, "iter": 2700, "lr": 0.06068, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.29672, "top5_acc": 0.54906, "loss_cls": 5.57943, "loss": 5.57943, "time": 0.60528} +{"mode": "train", "epoch": 65, "iter": 2800, "lr": 0.06065, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29313, "top5_acc": 0.555, "loss_cls": 5.54966, "loss": 5.54966, "time": 0.59887} +{"mode": "train", "epoch": 65, "iter": 2900, "lr": 0.06063, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27844, "top5_acc": 0.545, "loss_cls": 5.61522, "loss": 5.61522, "time": 0.59787} +{"mode": "train", "epoch": 65, "iter": 3000, "lr": 0.0606, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.29109, "top5_acc": 0.55922, "loss_cls": 5.53984, "loss": 5.53984, "time": 0.59675} +{"mode": "train", "epoch": 65, "iter": 3100, "lr": 0.06057, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29359, "top5_acc": 0.56156, "loss_cls": 5.55383, "loss": 5.55383, "time": 0.59708} +{"mode": "train", "epoch": 65, "iter": 3200, "lr": 0.06055, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.28375, "top5_acc": 0.53953, "loss_cls": 5.59839, "loss": 5.59839, "time": 0.59594} +{"mode": "train", "epoch": 65, "iter": 3300, "lr": 0.06052, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28562, "top5_acc": 0.54469, "loss_cls": 5.57685, "loss": 5.57685, "time": 0.5965} +{"mode": "train", "epoch": 65, "iter": 3400, "lr": 0.06049, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.2875, "top5_acc": 0.55078, "loss_cls": 5.59823, "loss": 5.59823, "time": 0.60467} +{"mode": "train", "epoch": 65, "iter": 3500, "lr": 0.06046, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28328, "top5_acc": 0.54797, "loss_cls": 5.58804, "loss": 5.58804, "time": 0.60461} +{"mode": "train", "epoch": 65, "iter": 3600, "lr": 0.06044, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.295, "top5_acc": 0.56141, "loss_cls": 5.52993, "loss": 5.52993, "time": 0.59893} +{"mode": "train", "epoch": 65, "iter": 3700, "lr": 0.06041, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.285, "top5_acc": 0.54937, "loss_cls": 5.58679, "loss": 5.58679, "time": 0.60469} +{"mode": "val", "epoch": 65, "iter": 309, "lr": 0.0604, "top1_acc": 0.22823, "top5_acc": 0.47323, "mean_class_accuracy": 0.22818} +{"mode": "train", "epoch": 66, "iter": 100, "lr": 0.06037, "memory": 16180, "data_time": 1.42904, "top1_acc": 0.29484, "top5_acc": 0.56203, "loss_cls": 5.50776, "loss": 5.50776, "time": 2.02378} +{"mode": "train", "epoch": 66, "iter": 200, "lr": 0.06034, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30203, "top5_acc": 0.56359, "loss_cls": 5.524, "loss": 5.524, "time": 0.59463} +{"mode": "train", "epoch": 66, "iter": 300, "lr": 0.06031, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29438, "top5_acc": 0.55437, "loss_cls": 5.56096, "loss": 5.56096, "time": 0.59656} +{"mode": "train", "epoch": 66, "iter": 400, "lr": 0.06029, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28734, "top5_acc": 0.54781, "loss_cls": 5.58175, "loss": 5.58175, "time": 0.59933} +{"mode": "train", "epoch": 66, "iter": 500, "lr": 0.06026, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.30344, "top5_acc": 0.56578, "loss_cls": 5.50696, "loss": 5.50696, "time": 0.60374} +{"mode": "train", "epoch": 66, "iter": 600, "lr": 0.06023, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.29375, "top5_acc": 0.55594, "loss_cls": 5.56273, "loss": 5.56273, "time": 0.60078} +{"mode": "train", "epoch": 66, "iter": 700, "lr": 0.0602, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28844, "top5_acc": 0.55266, "loss_cls": 5.57313, "loss": 5.57313, "time": 0.59996} +{"mode": "train", "epoch": 66, "iter": 800, "lr": 0.06018, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29578, "top5_acc": 0.55203, "loss_cls": 5.56955, "loss": 5.56955, "time": 0.59639} +{"mode": "train", "epoch": 66, "iter": 900, "lr": 0.06015, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.29406, "top5_acc": 0.54531, "loss_cls": 5.57641, "loss": 5.57641, "time": 0.59639} +{"mode": "train", "epoch": 66, "iter": 1000, "lr": 0.06012, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29125, "top5_acc": 0.55359, "loss_cls": 5.56793, "loss": 5.56793, "time": 0.60134} +{"mode": "train", "epoch": 66, "iter": 1100, "lr": 0.06009, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.29047, "top5_acc": 0.55281, "loss_cls": 5.54684, "loss": 5.54684, "time": 0.60236} +{"mode": "train", "epoch": 66, "iter": 1200, "lr": 0.06007, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29141, "top5_acc": 0.54469, "loss_cls": 5.57764, "loss": 5.57764, "time": 0.61211} +{"mode": "train", "epoch": 66, "iter": 1300, "lr": 0.06004, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29406, "top5_acc": 0.55312, "loss_cls": 5.54438, "loss": 5.54438, "time": 0.59475} +{"mode": "train", "epoch": 66, "iter": 1400, "lr": 0.06001, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29, "top5_acc": 0.54937, "loss_cls": 5.59319, "loss": 5.59319, "time": 0.59759} +{"mode": "train", "epoch": 66, "iter": 1500, "lr": 0.05999, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.27844, "top5_acc": 0.55734, "loss_cls": 5.57388, "loss": 5.57388, "time": 0.59677} +{"mode": "train", "epoch": 66, "iter": 1600, "lr": 0.05996, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28438, "top5_acc": 0.54125, "loss_cls": 5.60753, "loss": 5.60753, "time": 0.60056} +{"mode": "train", "epoch": 66, "iter": 1700, "lr": 0.05993, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.2975, "top5_acc": 0.55312, "loss_cls": 5.55928, "loss": 5.55928, "time": 0.59892} +{"mode": "train", "epoch": 66, "iter": 1800, "lr": 0.0599, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.30203, "top5_acc": 0.55766, "loss_cls": 5.56177, "loss": 5.56177, "time": 0.60092} +{"mode": "train", "epoch": 66, "iter": 1900, "lr": 0.05988, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28109, "top5_acc": 0.55281, "loss_cls": 5.58901, "loss": 5.58901, "time": 0.59723} +{"mode": "train", "epoch": 66, "iter": 2000, "lr": 0.05985, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28781, "top5_acc": 0.54984, "loss_cls": 5.5505, "loss": 5.5505, "time": 0.5955} +{"mode": "train", "epoch": 66, "iter": 2100, "lr": 0.05982, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29609, "top5_acc": 0.54156, "loss_cls": 5.58471, "loss": 5.58471, "time": 0.59604} +{"mode": "train", "epoch": 66, "iter": 2200, "lr": 0.05979, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30016, "top5_acc": 0.55672, "loss_cls": 5.55684, "loss": 5.55684, "time": 0.60011} +{"mode": "train", "epoch": 66, "iter": 2300, "lr": 0.05977, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.29391, "top5_acc": 0.54594, "loss_cls": 5.55981, "loss": 5.55981, "time": 0.59973} +{"mode": "train", "epoch": 66, "iter": 2400, "lr": 0.05974, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29016, "top5_acc": 0.55156, "loss_cls": 5.55587, "loss": 5.55587, "time": 0.59705} +{"mode": "train", "epoch": 66, "iter": 2500, "lr": 0.05971, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.27766, "top5_acc": 0.54531, "loss_cls": 5.59301, "loss": 5.59301, "time": 0.60017} +{"mode": "train", "epoch": 66, "iter": 2600, "lr": 0.05968, "memory": 16180, "data_time": 0.00048, "top1_acc": 0.2925, "top5_acc": 0.55484, "loss_cls": 5.58192, "loss": 5.58192, "time": 0.6071} +{"mode": "train", "epoch": 66, "iter": 2700, "lr": 0.05966, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.29078, "top5_acc": 0.55109, "loss_cls": 5.56326, "loss": 5.56326, "time": 0.60683} +{"mode": "train", "epoch": 66, "iter": 2800, "lr": 0.05963, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30234, "top5_acc": 0.55828, "loss_cls": 5.53595, "loss": 5.53595, "time": 0.60709} +{"mode": "train", "epoch": 66, "iter": 2900, "lr": 0.0596, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29031, "top5_acc": 0.53844, "loss_cls": 5.60126, "loss": 5.60126, "time": 0.5999} +{"mode": "train", "epoch": 66, "iter": 3000, "lr": 0.05957, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.29594, "top5_acc": 0.55125, "loss_cls": 5.56544, "loss": 5.56544, "time": 0.6011} +{"mode": "train", "epoch": 66, "iter": 3100, "lr": 0.05955, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29563, "top5_acc": 0.54906, "loss_cls": 5.557, "loss": 5.557, "time": 0.59895} +{"mode": "train", "epoch": 66, "iter": 3200, "lr": 0.05952, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28953, "top5_acc": 0.55375, "loss_cls": 5.56888, "loss": 5.56888, "time": 0.59779} +{"mode": "train", "epoch": 66, "iter": 3300, "lr": 0.05949, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29953, "top5_acc": 0.56359, "loss_cls": 5.52065, "loss": 5.52065, "time": 0.59773} +{"mode": "train", "epoch": 66, "iter": 3400, "lr": 0.05946, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29812, "top5_acc": 0.55797, "loss_cls": 5.54749, "loss": 5.54749, "time": 0.60277} +{"mode": "train", "epoch": 66, "iter": 3500, "lr": 0.05944, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29891, "top5_acc": 0.55859, "loss_cls": 5.55458, "loss": 5.55458, "time": 0.60575} +{"mode": "train", "epoch": 66, "iter": 3600, "lr": 0.05941, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29047, "top5_acc": 0.55062, "loss_cls": 5.57212, "loss": 5.57212, "time": 0.59816} +{"mode": "train", "epoch": 66, "iter": 3700, "lr": 0.05938, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29141, "top5_acc": 0.5525, "loss_cls": 5.58475, "loss": 5.58475, "time": 0.60625} +{"mode": "val", "epoch": 66, "iter": 309, "lr": 0.05937, "top1_acc": 0.218, "top5_acc": 0.4591, "mean_class_accuracy": 0.21787} +{"mode": "train", "epoch": 67, "iter": 100, "lr": 0.05934, "memory": 16180, "data_time": 1.49884, "top1_acc": 0.29172, "top5_acc": 0.57, "loss_cls": 5.50194, "loss": 5.50194, "time": 2.09171} +{"mode": "train", "epoch": 67, "iter": 200, "lr": 0.05931, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29438, "top5_acc": 0.55047, "loss_cls": 5.55876, "loss": 5.55876, "time": 0.5958} +{"mode": "train", "epoch": 67, "iter": 300, "lr": 0.05929, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30297, "top5_acc": 0.56109, "loss_cls": 5.50914, "loss": 5.50914, "time": 0.60082} +{"mode": "train", "epoch": 67, "iter": 400, "lr": 0.05926, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30047, "top5_acc": 0.56281, "loss_cls": 5.50913, "loss": 5.50913, "time": 0.59988} +{"mode": "train", "epoch": 67, "iter": 500, "lr": 0.05923, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29438, "top5_acc": 0.54891, "loss_cls": 5.5551, "loss": 5.5551, "time": 0.59785} +{"mode": "train", "epoch": 67, "iter": 600, "lr": 0.0592, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29797, "top5_acc": 0.55547, "loss_cls": 5.55741, "loss": 5.55741, "time": 0.5982} +{"mode": "train", "epoch": 67, "iter": 700, "lr": 0.05918, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29734, "top5_acc": 0.54969, "loss_cls": 5.55912, "loss": 5.55912, "time": 0.59889} +{"mode": "train", "epoch": 67, "iter": 800, "lr": 0.05915, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29688, "top5_acc": 0.55609, "loss_cls": 5.5498, "loss": 5.5498, "time": 0.59799} +{"mode": "train", "epoch": 67, "iter": 900, "lr": 0.05912, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30062, "top5_acc": 0.56531, "loss_cls": 5.50495, "loss": 5.50495, "time": 0.59917} +{"mode": "train", "epoch": 67, "iter": 1000, "lr": 0.05909, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.29516, "top5_acc": 0.56078, "loss_cls": 5.52204, "loss": 5.52204, "time": 0.61} +{"mode": "train", "epoch": 67, "iter": 1100, "lr": 0.05907, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29078, "top5_acc": 0.55406, "loss_cls": 5.55085, "loss": 5.55085, "time": 0.60557} +{"mode": "train", "epoch": 67, "iter": 1200, "lr": 0.05904, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.30094, "top5_acc": 0.5525, "loss_cls": 5.55134, "loss": 5.55134, "time": 0.61137} +{"mode": "train", "epoch": 67, "iter": 1300, "lr": 0.05901, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29453, "top5_acc": 0.55266, "loss_cls": 5.5655, "loss": 5.5655, "time": 0.59605} +{"mode": "train", "epoch": 67, "iter": 1400, "lr": 0.05898, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.29, "top5_acc": 0.55437, "loss_cls": 5.58304, "loss": 5.58304, "time": 0.59506} +{"mode": "train", "epoch": 67, "iter": 1500, "lr": 0.05896, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29094, "top5_acc": 0.55484, "loss_cls": 5.55584, "loss": 5.55584, "time": 0.59767} +{"mode": "train", "epoch": 67, "iter": 1600, "lr": 0.05893, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.305, "top5_acc": 0.55625, "loss_cls": 5.52664, "loss": 5.52664, "time": 0.59797} +{"mode": "train", "epoch": 67, "iter": 1700, "lr": 0.0589, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.30016, "top5_acc": 0.55109, "loss_cls": 5.56171, "loss": 5.56171, "time": 0.60064} +{"mode": "train", "epoch": 67, "iter": 1800, "lr": 0.05887, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.29797, "top5_acc": 0.54937, "loss_cls": 5.55444, "loss": 5.55444, "time": 0.60513} +{"mode": "train", "epoch": 67, "iter": 1900, "lr": 0.05885, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28922, "top5_acc": 0.55625, "loss_cls": 5.58279, "loss": 5.58279, "time": 0.60119} +{"mode": "train", "epoch": 67, "iter": 2000, "lr": 0.05882, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29531, "top5_acc": 0.55375, "loss_cls": 5.56775, "loss": 5.56775, "time": 0.59827} +{"mode": "train", "epoch": 67, "iter": 2100, "lr": 0.05879, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28703, "top5_acc": 0.55219, "loss_cls": 5.58709, "loss": 5.58709, "time": 0.59642} +{"mode": "train", "epoch": 67, "iter": 2200, "lr": 0.05876, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.28859, "top5_acc": 0.55422, "loss_cls": 5.57311, "loss": 5.57311, "time": 0.59637} +{"mode": "train", "epoch": 67, "iter": 2300, "lr": 0.05874, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29719, "top5_acc": 0.56188, "loss_cls": 5.53691, "loss": 5.53691, "time": 0.59499} +{"mode": "train", "epoch": 67, "iter": 2400, "lr": 0.05871, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29609, "top5_acc": 0.55437, "loss_cls": 5.54854, "loss": 5.54854, "time": 0.59876} +{"mode": "train", "epoch": 67, "iter": 2500, "lr": 0.05868, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29547, "top5_acc": 0.55234, "loss_cls": 5.55624, "loss": 5.55624, "time": 0.60535} +{"mode": "train", "epoch": 67, "iter": 2600, "lr": 0.05865, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28594, "top5_acc": 0.53922, "loss_cls": 5.57187, "loss": 5.57187, "time": 0.61143} +{"mode": "train", "epoch": 67, "iter": 2700, "lr": 0.05863, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30281, "top5_acc": 0.55594, "loss_cls": 5.5473, "loss": 5.5473, "time": 0.59811} +{"mode": "train", "epoch": 67, "iter": 2800, "lr": 0.0586, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28922, "top5_acc": 0.55469, "loss_cls": 5.56649, "loss": 5.56649, "time": 0.60218} +{"mode": "train", "epoch": 67, "iter": 2900, "lr": 0.05857, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28688, "top5_acc": 0.55094, "loss_cls": 5.59526, "loss": 5.59526, "time": 0.59936} +{"mode": "train", "epoch": 67, "iter": 3000, "lr": 0.05854, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.28844, "top5_acc": 0.5575, "loss_cls": 5.54345, "loss": 5.54345, "time": 0.59919} +{"mode": "train", "epoch": 67, "iter": 3100, "lr": 0.05852, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.29234, "top5_acc": 0.55937, "loss_cls": 5.54793, "loss": 5.54793, "time": 0.59653} +{"mode": "train", "epoch": 67, "iter": 3200, "lr": 0.05849, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29125, "top5_acc": 0.54922, "loss_cls": 5.58242, "loss": 5.58242, "time": 0.59548} +{"mode": "train", "epoch": 67, "iter": 3300, "lr": 0.05846, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29953, "top5_acc": 0.56594, "loss_cls": 5.52318, "loss": 5.52318, "time": 0.59817} +{"mode": "train", "epoch": 67, "iter": 3400, "lr": 0.05843, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.295, "top5_acc": 0.55641, "loss_cls": 5.55239, "loss": 5.55239, "time": 0.60477} +{"mode": "train", "epoch": 67, "iter": 3500, "lr": 0.05841, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28797, "top5_acc": 0.55891, "loss_cls": 5.54933, "loss": 5.54933, "time": 0.60545} +{"mode": "train", "epoch": 67, "iter": 3600, "lr": 0.05838, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.28609, "top5_acc": 0.55312, "loss_cls": 5.57127, "loss": 5.57127, "time": 0.60039} +{"mode": "train", "epoch": 67, "iter": 3700, "lr": 0.05835, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.28375, "top5_acc": 0.53609, "loss_cls": 5.62483, "loss": 5.62483, "time": 0.61346} +{"mode": "val", "epoch": 67, "iter": 309, "lr": 0.05834, "top1_acc": 0.22003, "top5_acc": 0.46452, "mean_class_accuracy": 0.21977} +{"mode": "train", "epoch": 68, "iter": 100, "lr": 0.05831, "memory": 16180, "data_time": 1.41909, "top1_acc": 0.29953, "top5_acc": 0.56391, "loss_cls": 5.51111, "loss": 5.51111, "time": 2.01432} +{"mode": "train", "epoch": 68, "iter": 200, "lr": 0.05828, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29469, "top5_acc": 0.55484, "loss_cls": 5.5365, "loss": 5.5365, "time": 0.59959} +{"mode": "train", "epoch": 68, "iter": 300, "lr": 0.05826, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30141, "top5_acc": 0.55922, "loss_cls": 5.52921, "loss": 5.52921, "time": 0.59858} +{"mode": "train", "epoch": 68, "iter": 400, "lr": 0.05823, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29203, "top5_acc": 0.56219, "loss_cls": 5.51656, "loss": 5.51656, "time": 0.59754} +{"mode": "train", "epoch": 68, "iter": 500, "lr": 0.0582, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.3, "top5_acc": 0.55859, "loss_cls": 5.54532, "loss": 5.54532, "time": 0.60024} +{"mode": "train", "epoch": 68, "iter": 600, "lr": 0.05817, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29578, "top5_acc": 0.55203, "loss_cls": 5.54553, "loss": 5.54553, "time": 0.59956} +{"mode": "train", "epoch": 68, "iter": 700, "lr": 0.05815, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.2975, "top5_acc": 0.55859, "loss_cls": 5.53726, "loss": 5.53726, "time": 0.5983} +{"mode": "train", "epoch": 68, "iter": 800, "lr": 0.05812, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.30406, "top5_acc": 0.55109, "loss_cls": 5.54519, "loss": 5.54519, "time": 0.60453} +{"mode": "train", "epoch": 68, "iter": 900, "lr": 0.05809, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.29656, "top5_acc": 0.55875, "loss_cls": 5.55584, "loss": 5.55584, "time": 0.61101} +{"mode": "train", "epoch": 68, "iter": 1000, "lr": 0.05806, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.29234, "top5_acc": 0.55844, "loss_cls": 5.53803, "loss": 5.53803, "time": 0.60411} +{"mode": "train", "epoch": 68, "iter": 1100, "lr": 0.05804, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.29281, "top5_acc": 0.55109, "loss_cls": 5.57088, "loss": 5.57088, "time": 0.60728} +{"mode": "train", "epoch": 68, "iter": 1200, "lr": 0.05801, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29641, "top5_acc": 0.55703, "loss_cls": 5.52365, "loss": 5.52365, "time": 0.61333} +{"mode": "train", "epoch": 68, "iter": 1300, "lr": 0.05798, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29219, "top5_acc": 0.55437, "loss_cls": 5.54162, "loss": 5.54162, "time": 0.60341} +{"mode": "train", "epoch": 68, "iter": 1400, "lr": 0.05795, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29375, "top5_acc": 0.55734, "loss_cls": 5.56314, "loss": 5.56314, "time": 0.60099} +{"mode": "train", "epoch": 68, "iter": 1500, "lr": 0.05792, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30172, "top5_acc": 0.55797, "loss_cls": 5.53483, "loss": 5.53483, "time": 0.59991} +{"mode": "train", "epoch": 68, "iter": 1600, "lr": 0.0579, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.30266, "top5_acc": 0.56203, "loss_cls": 5.50399, "loss": 5.50399, "time": 0.60568} +{"mode": "train", "epoch": 68, "iter": 1700, "lr": 0.05787, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.30219, "top5_acc": 0.55781, "loss_cls": 5.5181, "loss": 5.5181, "time": 0.60148} +{"mode": "train", "epoch": 68, "iter": 1800, "lr": 0.05784, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29344, "top5_acc": 0.55547, "loss_cls": 5.58261, "loss": 5.58261, "time": 0.60194} +{"mode": "train", "epoch": 68, "iter": 1900, "lr": 0.05781, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29594, "top5_acc": 0.5525, "loss_cls": 5.53091, "loss": 5.53091, "time": 0.59844} +{"mode": "train", "epoch": 68, "iter": 2000, "lr": 0.05779, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30703, "top5_acc": 0.55953, "loss_cls": 5.51211, "loss": 5.51211, "time": 0.60006} +{"mode": "train", "epoch": 68, "iter": 2100, "lr": 0.05776, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.29859, "top5_acc": 0.56031, "loss_cls": 5.53906, "loss": 5.53906, "time": 0.59768} +{"mode": "train", "epoch": 68, "iter": 2200, "lr": 0.05773, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.28656, "top5_acc": 0.54375, "loss_cls": 5.58952, "loss": 5.58952, "time": 0.59795} +{"mode": "train", "epoch": 68, "iter": 2300, "lr": 0.0577, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.29594, "top5_acc": 0.56031, "loss_cls": 5.52974, "loss": 5.52974, "time": 0.60546} +{"mode": "train", "epoch": 68, "iter": 2400, "lr": 0.05768, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29578, "top5_acc": 0.55578, "loss_cls": 5.54771, "loss": 5.54771, "time": 0.60028} +{"mode": "train", "epoch": 68, "iter": 2500, "lr": 0.05765, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29734, "top5_acc": 0.56437, "loss_cls": 5.51209, "loss": 5.51209, "time": 0.60367} +{"mode": "train", "epoch": 68, "iter": 2600, "lr": 0.05762, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29422, "top5_acc": 0.54688, "loss_cls": 5.57639, "loss": 5.57639, "time": 0.60421} +{"mode": "train", "epoch": 68, "iter": 2700, "lr": 0.05759, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.3025, "top5_acc": 0.56203, "loss_cls": 5.49491, "loss": 5.49491, "time": 0.60128} +{"mode": "train", "epoch": 68, "iter": 2800, "lr": 0.05757, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.27875, "top5_acc": 0.54219, "loss_cls": 5.60454, "loss": 5.60454, "time": 0.60101} +{"mode": "train", "epoch": 68, "iter": 2900, "lr": 0.05754, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29734, "top5_acc": 0.55406, "loss_cls": 5.55038, "loss": 5.55038, "time": 0.598} +{"mode": "train", "epoch": 68, "iter": 3000, "lr": 0.05751, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.3025, "top5_acc": 0.56078, "loss_cls": 5.54045, "loss": 5.54045, "time": 0.59683} +{"mode": "train", "epoch": 68, "iter": 3100, "lr": 0.05748, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28328, "top5_acc": 0.54719, "loss_cls": 5.59131, "loss": 5.59131, "time": 0.59419} +{"mode": "train", "epoch": 68, "iter": 3200, "lr": 0.05746, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29375, "top5_acc": 0.54937, "loss_cls": 5.57105, "loss": 5.57105, "time": 0.59456} +{"mode": "train", "epoch": 68, "iter": 3300, "lr": 0.05743, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30828, "top5_acc": 0.55375, "loss_cls": 5.54529, "loss": 5.54529, "time": 0.59722} +{"mode": "train", "epoch": 68, "iter": 3400, "lr": 0.0574, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.3025, "top5_acc": 0.56063, "loss_cls": 5.52302, "loss": 5.52302, "time": 0.60169} +{"mode": "train", "epoch": 68, "iter": 3500, "lr": 0.05737, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28953, "top5_acc": 0.55141, "loss_cls": 5.55926, "loss": 5.55926, "time": 0.60587} +{"mode": "train", "epoch": 68, "iter": 3600, "lr": 0.05734, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29781, "top5_acc": 0.54703, "loss_cls": 5.5588, "loss": 5.5588, "time": 0.59759} +{"mode": "train", "epoch": 68, "iter": 3700, "lr": 0.05732, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29391, "top5_acc": 0.54859, "loss_cls": 5.55885, "loss": 5.55885, "time": 0.6028} +{"mode": "val", "epoch": 68, "iter": 309, "lr": 0.0573, "top1_acc": 0.23907, "top5_acc": 0.47308, "mean_class_accuracy": 0.2388} +{"mode": "train", "epoch": 69, "iter": 100, "lr": 0.05728, "memory": 16180, "data_time": 1.46837, "top1_acc": 0.31094, "top5_acc": 0.56797, "loss_cls": 5.45721, "loss": 5.45721, "time": 2.06543} +{"mode": "train", "epoch": 69, "iter": 200, "lr": 0.05725, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.30328, "top5_acc": 0.56875, "loss_cls": 5.49273, "loss": 5.49273, "time": 0.597} +{"mode": "train", "epoch": 69, "iter": 300, "lr": 0.05722, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.28859, "top5_acc": 0.55656, "loss_cls": 5.53583, "loss": 5.53583, "time": 0.60614} +{"mode": "train", "epoch": 69, "iter": 400, "lr": 0.05719, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.30359, "top5_acc": 0.55703, "loss_cls": 5.53322, "loss": 5.53322, "time": 0.60257} +{"mode": "train", "epoch": 69, "iter": 500, "lr": 0.05717, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29812, "top5_acc": 0.56359, "loss_cls": 5.50479, "loss": 5.50479, "time": 0.6002} +{"mode": "train", "epoch": 69, "iter": 600, "lr": 0.05714, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29422, "top5_acc": 0.55875, "loss_cls": 5.54068, "loss": 5.54068, "time": 0.60101} +{"mode": "train", "epoch": 69, "iter": 700, "lr": 0.05711, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29719, "top5_acc": 0.56219, "loss_cls": 5.52252, "loss": 5.52252, "time": 0.5982} +{"mode": "train", "epoch": 69, "iter": 800, "lr": 0.05708, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29672, "top5_acc": 0.56359, "loss_cls": 5.5231, "loss": 5.5231, "time": 0.59739} +{"mode": "train", "epoch": 69, "iter": 900, "lr": 0.05706, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31172, "top5_acc": 0.57, "loss_cls": 5.4866, "loss": 5.4866, "time": 0.60106} +{"mode": "train", "epoch": 69, "iter": 1000, "lr": 0.05703, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.31031, "top5_acc": 0.5625, "loss_cls": 5.50399, "loss": 5.50399, "time": 0.61276} +{"mode": "train", "epoch": 69, "iter": 1100, "lr": 0.057, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.29594, "top5_acc": 0.56172, "loss_cls": 5.51752, "loss": 5.51752, "time": 0.60842} +{"mode": "train", "epoch": 69, "iter": 1200, "lr": 0.05697, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.29578, "top5_acc": 0.56219, "loss_cls": 5.52692, "loss": 5.52692, "time": 0.60937} +{"mode": "train", "epoch": 69, "iter": 1300, "lr": 0.05694, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.29281, "top5_acc": 0.54828, "loss_cls": 5.56811, "loss": 5.56811, "time": 0.60375} +{"mode": "train", "epoch": 69, "iter": 1400, "lr": 0.05692, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.29469, "top5_acc": 0.55344, "loss_cls": 5.54463, "loss": 5.54463, "time": 0.6006} +{"mode": "train", "epoch": 69, "iter": 1500, "lr": 0.05689, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28828, "top5_acc": 0.54516, "loss_cls": 5.56685, "loss": 5.56685, "time": 0.59583} +{"mode": "train", "epoch": 69, "iter": 1600, "lr": 0.05686, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29922, "top5_acc": 0.55609, "loss_cls": 5.56754, "loss": 5.56754, "time": 0.59931} +{"mode": "train", "epoch": 69, "iter": 1700, "lr": 0.05683, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30109, "top5_acc": 0.55937, "loss_cls": 5.52782, "loss": 5.52782, "time": 0.59755} +{"mode": "train", "epoch": 69, "iter": 1800, "lr": 0.05681, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29391, "top5_acc": 0.55328, "loss_cls": 5.54679, "loss": 5.54679, "time": 0.59906} +{"mode": "train", "epoch": 69, "iter": 1900, "lr": 0.05678, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.2975, "top5_acc": 0.56453, "loss_cls": 5.51769, "loss": 5.51769, "time": 0.60638} +{"mode": "train", "epoch": 69, "iter": 2000, "lr": 0.05675, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.30172, "top5_acc": 0.56344, "loss_cls": 5.49018, "loss": 5.49018, "time": 0.60333} +{"mode": "train", "epoch": 69, "iter": 2100, "lr": 0.05672, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.29094, "top5_acc": 0.55359, "loss_cls": 5.54827, "loss": 5.54827, "time": 0.607} +{"mode": "train", "epoch": 69, "iter": 2200, "lr": 0.0567, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.30281, "top5_acc": 0.56828, "loss_cls": 5.48692, "loss": 5.48692, "time": 0.6026} +{"mode": "train", "epoch": 69, "iter": 2300, "lr": 0.05667, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29641, "top5_acc": 0.55547, "loss_cls": 5.56226, "loss": 5.56226, "time": 0.59959} +{"mode": "train", "epoch": 69, "iter": 2400, "lr": 0.05664, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29234, "top5_acc": 0.55406, "loss_cls": 5.55418, "loss": 5.55418, "time": 0.6022} +{"mode": "train", "epoch": 69, "iter": 2500, "lr": 0.05661, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.29172, "top5_acc": 0.55094, "loss_cls": 5.5767, "loss": 5.5767, "time": 0.60512} +{"mode": "train", "epoch": 69, "iter": 2600, "lr": 0.05658, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29047, "top5_acc": 0.55297, "loss_cls": 5.55431, "loss": 5.55431, "time": 0.60206} +{"mode": "train", "epoch": 69, "iter": 2700, "lr": 0.05656, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.28609, "top5_acc": 0.55516, "loss_cls": 5.54949, "loss": 5.54949, "time": 0.60093} +{"mode": "train", "epoch": 69, "iter": 2800, "lr": 0.05653, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30375, "top5_acc": 0.56047, "loss_cls": 5.52195, "loss": 5.52195, "time": 0.60102} +{"mode": "train", "epoch": 69, "iter": 2900, "lr": 0.0565, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29797, "top5_acc": 0.55359, "loss_cls": 5.54707, "loss": 5.54707, "time": 0.59967} +{"mode": "train", "epoch": 69, "iter": 3000, "lr": 0.05647, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30812, "top5_acc": 0.57188, "loss_cls": 5.48746, "loss": 5.48746, "time": 0.59983} +{"mode": "train", "epoch": 69, "iter": 3100, "lr": 0.05645, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29141, "top5_acc": 0.54766, "loss_cls": 5.56737, "loss": 5.56737, "time": 0.60209} +{"mode": "train", "epoch": 69, "iter": 3200, "lr": 0.05642, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.28312, "top5_acc": 0.55422, "loss_cls": 5.57787, "loss": 5.57787, "time": 0.60721} +{"mode": "train", "epoch": 69, "iter": 3300, "lr": 0.05639, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.29359, "top5_acc": 0.55422, "loss_cls": 5.57371, "loss": 5.57371, "time": 0.60903} +{"mode": "train", "epoch": 69, "iter": 3400, "lr": 0.05636, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.28406, "top5_acc": 0.54266, "loss_cls": 5.59949, "loss": 5.59949, "time": 0.60047} +{"mode": "train", "epoch": 69, "iter": 3500, "lr": 0.05634, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29578, "top5_acc": 0.555, "loss_cls": 5.52657, "loss": 5.52657, "time": 0.60421} +{"mode": "train", "epoch": 69, "iter": 3600, "lr": 0.05631, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.30172, "top5_acc": 0.55703, "loss_cls": 5.52784, "loss": 5.52784, "time": 0.6008} +{"mode": "train", "epoch": 69, "iter": 3700, "lr": 0.05628, "memory": 16180, "data_time": 0.00043, "top1_acc": 0.29422, "top5_acc": 0.55641, "loss_cls": 5.56041, "loss": 5.56041, "time": 0.60432} +{"mode": "val", "epoch": 69, "iter": 309, "lr": 0.05627, "top1_acc": 0.23056, "top5_acc": 0.47764, "mean_class_accuracy": 0.23054} +{"mode": "train", "epoch": 70, "iter": 100, "lr": 0.05624, "memory": 16180, "data_time": 1.51252, "top1_acc": 0.30219, "top5_acc": 0.56359, "loss_cls": 5.50045, "loss": 5.50045, "time": 2.10643} +{"mode": "train", "epoch": 70, "iter": 200, "lr": 0.05621, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29719, "top5_acc": 0.55656, "loss_cls": 5.52341, "loss": 5.52341, "time": 0.59441} +{"mode": "train", "epoch": 70, "iter": 300, "lr": 0.05618, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.30094, "top5_acc": 0.56734, "loss_cls": 5.49151, "loss": 5.49151, "time": 0.60756} +{"mode": "train", "epoch": 70, "iter": 400, "lr": 0.05616, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30531, "top5_acc": 0.56094, "loss_cls": 5.49833, "loss": 5.49833, "time": 0.60028} +{"mode": "train", "epoch": 70, "iter": 500, "lr": 0.05613, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29844, "top5_acc": 0.56344, "loss_cls": 5.50221, "loss": 5.50221, "time": 0.59627} +{"mode": "train", "epoch": 70, "iter": 600, "lr": 0.0561, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29703, "top5_acc": 0.56266, "loss_cls": 5.52376, "loss": 5.52376, "time": 0.5991} +{"mode": "train", "epoch": 70, "iter": 700, "lr": 0.05607, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.30812, "top5_acc": 0.56906, "loss_cls": 5.47913, "loss": 5.47913, "time": 0.60669} +{"mode": "train", "epoch": 70, "iter": 800, "lr": 0.05605, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30844, "top5_acc": 0.56734, "loss_cls": 5.49552, "loss": 5.49552, "time": 0.59755} +{"mode": "train", "epoch": 70, "iter": 900, "lr": 0.05602, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29938, "top5_acc": 0.55937, "loss_cls": 5.54201, "loss": 5.54201, "time": 0.59621} +{"mode": "train", "epoch": 70, "iter": 1000, "lr": 0.05599, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30484, "top5_acc": 0.55859, "loss_cls": 5.52572, "loss": 5.52572, "time": 0.59835} +{"mode": "train", "epoch": 70, "iter": 1100, "lr": 0.05596, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30062, "top5_acc": 0.55672, "loss_cls": 5.54051, "loss": 5.54051, "time": 0.59829} +{"mode": "train", "epoch": 70, "iter": 1200, "lr": 0.05593, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29609, "top5_acc": 0.55375, "loss_cls": 5.53499, "loss": 5.53499, "time": 0.60578} +{"mode": "train", "epoch": 70, "iter": 1300, "lr": 0.05591, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30328, "top5_acc": 0.5625, "loss_cls": 5.50774, "loss": 5.50774, "time": 0.60643} +{"mode": "train", "epoch": 70, "iter": 1400, "lr": 0.05588, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29422, "top5_acc": 0.55641, "loss_cls": 5.54921, "loss": 5.54921, "time": 0.59675} +{"mode": "train", "epoch": 70, "iter": 1500, "lr": 0.05585, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.29188, "top5_acc": 0.56422, "loss_cls": 5.50642, "loss": 5.50642, "time": 0.59385} +{"mode": "train", "epoch": 70, "iter": 1600, "lr": 0.05582, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.30656, "top5_acc": 0.56969, "loss_cls": 5.49474, "loss": 5.49474, "time": 0.59675} +{"mode": "train", "epoch": 70, "iter": 1700, "lr": 0.0558, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.30875, "top5_acc": 0.575, "loss_cls": 5.47942, "loss": 5.47942, "time": 0.59435} +{"mode": "train", "epoch": 70, "iter": 1800, "lr": 0.05577, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.30594, "top5_acc": 0.56016, "loss_cls": 5.51762, "loss": 5.51762, "time": 0.60761} +{"mode": "train", "epoch": 70, "iter": 1900, "lr": 0.05574, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.29984, "top5_acc": 0.55828, "loss_cls": 5.54174, "loss": 5.54174, "time": 0.60663} +{"mode": "train", "epoch": 70, "iter": 2000, "lr": 0.05571, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.30469, "top5_acc": 0.56234, "loss_cls": 5.47521, "loss": 5.47521, "time": 0.60661} +{"mode": "train", "epoch": 70, "iter": 2100, "lr": 0.05568, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.29156, "top5_acc": 0.55781, "loss_cls": 5.54607, "loss": 5.54607, "time": 0.60172} +{"mode": "train", "epoch": 70, "iter": 2200, "lr": 0.05566, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.295, "top5_acc": 0.5575, "loss_cls": 5.54431, "loss": 5.54431, "time": 0.60567} +{"mode": "train", "epoch": 70, "iter": 2300, "lr": 0.05563, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.29812, "top5_acc": 0.56281, "loss_cls": 5.52488, "loss": 5.52488, "time": 0.60961} +{"mode": "train", "epoch": 70, "iter": 2400, "lr": 0.0556, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.29156, "top5_acc": 0.5525, "loss_cls": 5.54778, "loss": 5.54778, "time": 0.60601} +{"mode": "train", "epoch": 70, "iter": 2500, "lr": 0.05557, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.29938, "top5_acc": 0.55609, "loss_cls": 5.55159, "loss": 5.55159, "time": 0.61354} +{"mode": "train", "epoch": 70, "iter": 2600, "lr": 0.05555, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29234, "top5_acc": 0.55469, "loss_cls": 5.56261, "loss": 5.56261, "time": 0.60637} +{"mode": "train", "epoch": 70, "iter": 2700, "lr": 0.05552, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29922, "top5_acc": 0.55484, "loss_cls": 5.53928, "loss": 5.53928, "time": 0.6002} +{"mode": "train", "epoch": 70, "iter": 2800, "lr": 0.05549, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29031, "top5_acc": 0.54391, "loss_cls": 5.59219, "loss": 5.59219, "time": 0.60337} +{"mode": "train", "epoch": 70, "iter": 2900, "lr": 0.05546, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.28906, "top5_acc": 0.55422, "loss_cls": 5.53567, "loss": 5.53567, "time": 0.60306} +{"mode": "train", "epoch": 70, "iter": 3000, "lr": 0.05543, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29484, "top5_acc": 0.54812, "loss_cls": 5.57071, "loss": 5.57071, "time": 0.59601} +{"mode": "train", "epoch": 70, "iter": 3100, "lr": 0.05541, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.29969, "top5_acc": 0.55047, "loss_cls": 5.56234, "loss": 5.56234, "time": 0.59219} +{"mode": "train", "epoch": 70, "iter": 3200, "lr": 0.05538, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29703, "top5_acc": 0.56484, "loss_cls": 5.52959, "loss": 5.52959, "time": 0.59738} +{"mode": "train", "epoch": 70, "iter": 3300, "lr": 0.05535, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29672, "top5_acc": 0.57016, "loss_cls": 5.48747, "loss": 5.48747, "time": 0.59621} +{"mode": "train", "epoch": 70, "iter": 3400, "lr": 0.05532, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.30438, "top5_acc": 0.56281, "loss_cls": 5.48644, "loss": 5.48644, "time": 0.60136} +{"mode": "train", "epoch": 70, "iter": 3500, "lr": 0.0553, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30359, "top5_acc": 0.56391, "loss_cls": 5.50212, "loss": 5.50212, "time": 0.60485} +{"mode": "train", "epoch": 70, "iter": 3600, "lr": 0.05527, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.29203, "top5_acc": 0.55531, "loss_cls": 5.55393, "loss": 5.55393, "time": 0.59803} +{"mode": "train", "epoch": 70, "iter": 3700, "lr": 0.05524, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.29313, "top5_acc": 0.55703, "loss_cls": 5.54336, "loss": 5.54336, "time": 0.60058} +{"mode": "val", "epoch": 70, "iter": 309, "lr": 0.05523, "top1_acc": 0.21846, "top5_acc": 0.4513, "mean_class_accuracy": 0.21849} +{"mode": "train", "epoch": 71, "iter": 100, "lr": 0.0552, "memory": 16180, "data_time": 1.49905, "top1_acc": 0.30766, "top5_acc": 0.57047, "loss_cls": 5.45012, "loss": 5.45012, "time": 2.09809} +{"mode": "train", "epoch": 71, "iter": 200, "lr": 0.05517, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30453, "top5_acc": 0.56125, "loss_cls": 5.52069, "loss": 5.52069, "time": 0.5961} +{"mode": "train", "epoch": 71, "iter": 300, "lr": 0.05514, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30375, "top5_acc": 0.56969, "loss_cls": 5.4903, "loss": 5.4903, "time": 0.59696} +{"mode": "train", "epoch": 71, "iter": 400, "lr": 0.05512, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.30672, "top5_acc": 0.56437, "loss_cls": 5.476, "loss": 5.476, "time": 0.60101} +{"mode": "train", "epoch": 71, "iter": 500, "lr": 0.05509, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30312, "top5_acc": 0.57625, "loss_cls": 5.46678, "loss": 5.46678, "time": 0.59843} +{"mode": "train", "epoch": 71, "iter": 600, "lr": 0.05506, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.30797, "top5_acc": 0.57016, "loss_cls": 5.46983, "loss": 5.46983, "time": 0.6064} +{"mode": "train", "epoch": 71, "iter": 700, "lr": 0.05503, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.29953, "top5_acc": 0.57531, "loss_cls": 5.47129, "loss": 5.47129, "time": 0.60482} +{"mode": "train", "epoch": 71, "iter": 800, "lr": 0.055, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.29688, "top5_acc": 0.55547, "loss_cls": 5.53659, "loss": 5.53659, "time": 0.60234} +{"mode": "train", "epoch": 71, "iter": 900, "lr": 0.05498, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29453, "top5_acc": 0.56797, "loss_cls": 5.49926, "loss": 5.49926, "time": 0.59876} +{"mode": "train", "epoch": 71, "iter": 1000, "lr": 0.05495, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31219, "top5_acc": 0.57438, "loss_cls": 5.44769, "loss": 5.44769, "time": 0.59825} +{"mode": "train", "epoch": 71, "iter": 1100, "lr": 0.05492, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29719, "top5_acc": 0.55375, "loss_cls": 5.55074, "loss": 5.55074, "time": 0.59738} +{"mode": "train", "epoch": 71, "iter": 1200, "lr": 0.05489, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29844, "top5_acc": 0.55969, "loss_cls": 5.52145, "loss": 5.52145, "time": 0.60158} +{"mode": "train", "epoch": 71, "iter": 1300, "lr": 0.05487, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.29516, "top5_acc": 0.56094, "loss_cls": 5.51831, "loss": 5.51831, "time": 0.60195} +{"mode": "train", "epoch": 71, "iter": 1400, "lr": 0.05484, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.30438, "top5_acc": 0.56484, "loss_cls": 5.50481, "loss": 5.50481, "time": 0.60001} +{"mode": "train", "epoch": 71, "iter": 1500, "lr": 0.05481, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29359, "top5_acc": 0.55219, "loss_cls": 5.58189, "loss": 5.58189, "time": 0.59713} +{"mode": "train", "epoch": 71, "iter": 1600, "lr": 0.05478, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29812, "top5_acc": 0.56437, "loss_cls": 5.51002, "loss": 5.51002, "time": 0.5958} +{"mode": "train", "epoch": 71, "iter": 1700, "lr": 0.05475, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.30172, "top5_acc": 0.55469, "loss_cls": 5.54967, "loss": 5.54967, "time": 0.59776} +{"mode": "train", "epoch": 71, "iter": 1800, "lr": 0.05473, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30016, "top5_acc": 0.56594, "loss_cls": 5.50719, "loss": 5.50719, "time": 0.6012} +{"mode": "train", "epoch": 71, "iter": 1900, "lr": 0.0547, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.28453, "top5_acc": 0.54547, "loss_cls": 5.57491, "loss": 5.57491, "time": 0.5957} +{"mode": "train", "epoch": 71, "iter": 2000, "lr": 0.05467, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.3, "top5_acc": 0.55969, "loss_cls": 5.51523, "loss": 5.51523, "time": 0.59522} +{"mode": "train", "epoch": 71, "iter": 2100, "lr": 0.05464, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30031, "top5_acc": 0.555, "loss_cls": 5.56118, "loss": 5.56118, "time": 0.59683} +{"mode": "train", "epoch": 71, "iter": 2200, "lr": 0.05461, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30734, "top5_acc": 0.56688, "loss_cls": 5.50608, "loss": 5.50608, "time": 0.59631} +{"mode": "train", "epoch": 71, "iter": 2300, "lr": 0.05459, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29844, "top5_acc": 0.55828, "loss_cls": 5.52597, "loss": 5.52597, "time": 0.59632} +{"mode": "train", "epoch": 71, "iter": 2400, "lr": 0.05456, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.29078, "top5_acc": 0.55203, "loss_cls": 5.58079, "loss": 5.58079, "time": 0.60356} +{"mode": "train", "epoch": 71, "iter": 2500, "lr": 0.05453, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.30594, "top5_acc": 0.56547, "loss_cls": 5.50205, "loss": 5.50205, "time": 0.60463} +{"mode": "train", "epoch": 71, "iter": 2600, "lr": 0.0545, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29859, "top5_acc": 0.56188, "loss_cls": 5.53307, "loss": 5.53307, "time": 0.60127} +{"mode": "train", "epoch": 71, "iter": 2700, "lr": 0.05448, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30344, "top5_acc": 0.56516, "loss_cls": 5.48364, "loss": 5.48364, "time": 0.59705} +{"mode": "train", "epoch": 71, "iter": 2800, "lr": 0.05445, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.30188, "top5_acc": 0.56516, "loss_cls": 5.4911, "loss": 5.4911, "time": 0.5999} +{"mode": "train", "epoch": 71, "iter": 2900, "lr": 0.05442, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.29, "top5_acc": 0.55531, "loss_cls": 5.55659, "loss": 5.55659, "time": 0.60009} +{"mode": "train", "epoch": 71, "iter": 3000, "lr": 0.05439, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.30625, "top5_acc": 0.56984, "loss_cls": 5.48609, "loss": 5.48609, "time": 0.594} +{"mode": "train", "epoch": 71, "iter": 3100, "lr": 0.05436, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30281, "top5_acc": 0.56063, "loss_cls": 5.50647, "loss": 5.50647, "time": 0.59639} +{"mode": "train", "epoch": 71, "iter": 3200, "lr": 0.05434, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30406, "top5_acc": 0.55641, "loss_cls": 5.51994, "loss": 5.51994, "time": 0.59732} +{"mode": "train", "epoch": 71, "iter": 3300, "lr": 0.05431, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30359, "top5_acc": 0.55516, "loss_cls": 5.52563, "loss": 5.52563, "time": 0.59609} +{"mode": "train", "epoch": 71, "iter": 3400, "lr": 0.05428, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30219, "top5_acc": 0.56781, "loss_cls": 5.49968, "loss": 5.49968, "time": 0.60435} +{"mode": "train", "epoch": 71, "iter": 3500, "lr": 0.05425, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29734, "top5_acc": 0.55312, "loss_cls": 5.54102, "loss": 5.54102, "time": 0.60689} +{"mode": "train", "epoch": 71, "iter": 3600, "lr": 0.05422, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.31562, "top5_acc": 0.56672, "loss_cls": 5.49035, "loss": 5.49035, "time": 0.5997} +{"mode": "train", "epoch": 71, "iter": 3700, "lr": 0.0542, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.29453, "top5_acc": 0.55172, "loss_cls": 5.57357, "loss": 5.57357, "time": 0.60194} +{"mode": "val", "epoch": 71, "iter": 309, "lr": 0.05418, "top1_acc": 0.24155, "top5_acc": 0.48159, "mean_class_accuracy": 0.24142} +{"mode": "train", "epoch": 72, "iter": 100, "lr": 0.05416, "memory": 16180, "data_time": 1.47933, "top1_acc": 0.30922, "top5_acc": 0.56625, "loss_cls": 5.47295, "loss": 5.47295, "time": 2.07471} +{"mode": "train", "epoch": 72, "iter": 200, "lr": 0.05413, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30234, "top5_acc": 0.56609, "loss_cls": 5.48147, "loss": 5.48147, "time": 0.59865} +{"mode": "train", "epoch": 72, "iter": 300, "lr": 0.0541, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.30953, "top5_acc": 0.56516, "loss_cls": 5.49152, "loss": 5.49152, "time": 0.60201} +{"mode": "train", "epoch": 72, "iter": 400, "lr": 0.05407, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.3125, "top5_acc": 0.57203, "loss_cls": 5.45766, "loss": 5.45766, "time": 0.59982} +{"mode": "train", "epoch": 72, "iter": 500, "lr": 0.05404, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30531, "top5_acc": 0.56719, "loss_cls": 5.50531, "loss": 5.50531, "time": 0.60071} +{"mode": "train", "epoch": 72, "iter": 600, "lr": 0.05402, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.32094, "top5_acc": 0.57453, "loss_cls": 5.44254, "loss": 5.44254, "time": 0.6018} +{"mode": "train", "epoch": 72, "iter": 700, "lr": 0.05399, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.30094, "top5_acc": 0.56703, "loss_cls": 5.51281, "loss": 5.51281, "time": 0.60111} +{"mode": "train", "epoch": 72, "iter": 800, "lr": 0.05396, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.29594, "top5_acc": 0.55828, "loss_cls": 5.53825, "loss": 5.53825, "time": 0.59769} +{"mode": "train", "epoch": 72, "iter": 900, "lr": 0.05393, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.30109, "top5_acc": 0.55125, "loss_cls": 5.52328, "loss": 5.52328, "time": 0.60062} +{"mode": "train", "epoch": 72, "iter": 1000, "lr": 0.05391, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.30062, "top5_acc": 0.56172, "loss_cls": 5.50421, "loss": 5.50421, "time": 0.60423} +{"mode": "train", "epoch": 72, "iter": 1100, "lr": 0.05388, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.30891, "top5_acc": 0.56109, "loss_cls": 5.48734, "loss": 5.48734, "time": 0.59908} +{"mode": "train", "epoch": 72, "iter": 1200, "lr": 0.05385, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.30922, "top5_acc": 0.5675, "loss_cls": 5.50478, "loss": 5.50478, "time": 0.60494} +{"mode": "train", "epoch": 72, "iter": 1300, "lr": 0.05382, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30172, "top5_acc": 0.56344, "loss_cls": 5.49568, "loss": 5.49568, "time": 0.61051} +{"mode": "train", "epoch": 72, "iter": 1400, "lr": 0.05379, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30547, "top5_acc": 0.56781, "loss_cls": 5.49607, "loss": 5.49607, "time": 0.59948} +{"mode": "train", "epoch": 72, "iter": 1500, "lr": 0.05377, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30516, "top5_acc": 0.55641, "loss_cls": 5.52765, "loss": 5.52765, "time": 0.5984} +{"mode": "train", "epoch": 72, "iter": 1600, "lr": 0.05374, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30266, "top5_acc": 0.56969, "loss_cls": 5.47834, "loss": 5.47834, "time": 0.59515} +{"mode": "train", "epoch": 72, "iter": 1700, "lr": 0.05371, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.29922, "top5_acc": 0.55547, "loss_cls": 5.55201, "loss": 5.55201, "time": 0.60198} +{"mode": "train", "epoch": 72, "iter": 1800, "lr": 0.05368, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.3125, "top5_acc": 0.57141, "loss_cls": 5.47742, "loss": 5.47742, "time": 0.60365} +{"mode": "train", "epoch": 72, "iter": 1900, "lr": 0.05365, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30312, "top5_acc": 0.56125, "loss_cls": 5.49711, "loss": 5.49711, "time": 0.59939} +{"mode": "train", "epoch": 72, "iter": 2000, "lr": 0.05363, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.29969, "top5_acc": 0.56, "loss_cls": 5.52178, "loss": 5.52178, "time": 0.60306} +{"mode": "train", "epoch": 72, "iter": 2100, "lr": 0.0536, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29891, "top5_acc": 0.54562, "loss_cls": 5.52943, "loss": 5.52943, "time": 0.59976} +{"mode": "train", "epoch": 72, "iter": 2200, "lr": 0.05357, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30375, "top5_acc": 0.56437, "loss_cls": 5.51066, "loss": 5.51066, "time": 0.59524} +{"mode": "train", "epoch": 72, "iter": 2300, "lr": 0.05354, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29859, "top5_acc": 0.55547, "loss_cls": 5.5574, "loss": 5.5574, "time": 0.59837} +{"mode": "train", "epoch": 72, "iter": 2400, "lr": 0.05352, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.30062, "top5_acc": 0.56359, "loss_cls": 5.4917, "loss": 5.4917, "time": 0.60819} +{"mode": "train", "epoch": 72, "iter": 2500, "lr": 0.05349, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.29875, "top5_acc": 0.56047, "loss_cls": 5.52648, "loss": 5.52648, "time": 0.61163} +{"mode": "train", "epoch": 72, "iter": 2600, "lr": 0.05346, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.28797, "top5_acc": 0.55562, "loss_cls": 5.51129, "loss": 5.51129, "time": 0.60498} +{"mode": "train", "epoch": 72, "iter": 2700, "lr": 0.05343, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29734, "top5_acc": 0.56109, "loss_cls": 5.52197, "loss": 5.52197, "time": 0.59731} +{"mode": "train", "epoch": 72, "iter": 2800, "lr": 0.0534, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29812, "top5_acc": 0.56688, "loss_cls": 5.51738, "loss": 5.51738, "time": 0.6024} +{"mode": "train", "epoch": 72, "iter": 2900, "lr": 0.05338, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30031, "top5_acc": 0.55891, "loss_cls": 5.53585, "loss": 5.53585, "time": 0.60084} +{"mode": "train", "epoch": 72, "iter": 3000, "lr": 0.05335, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30281, "top5_acc": 0.57109, "loss_cls": 5.51888, "loss": 5.51888, "time": 0.59543} +{"mode": "train", "epoch": 72, "iter": 3100, "lr": 0.05332, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30484, "top5_acc": 0.56016, "loss_cls": 5.48951, "loss": 5.48951, "time": 0.59495} +{"mode": "train", "epoch": 72, "iter": 3200, "lr": 0.05329, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30234, "top5_acc": 0.57078, "loss_cls": 5.49175, "loss": 5.49175, "time": 0.59642} +{"mode": "train", "epoch": 72, "iter": 3300, "lr": 0.05326, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.30281, "top5_acc": 0.56437, "loss_cls": 5.48774, "loss": 5.48774, "time": 0.60241} +{"mode": "train", "epoch": 72, "iter": 3400, "lr": 0.05324, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.30344, "top5_acc": 0.57422, "loss_cls": 5.48423, "loss": 5.48423, "time": 0.60795} +{"mode": "train", "epoch": 72, "iter": 3500, "lr": 0.05321, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29875, "top5_acc": 0.56312, "loss_cls": 5.53465, "loss": 5.53465, "time": 0.6064} +{"mode": "train", "epoch": 72, "iter": 3600, "lr": 0.05318, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.30828, "top5_acc": 0.56328, "loss_cls": 5.48659, "loss": 5.48659, "time": 0.60169} +{"mode": "train", "epoch": 72, "iter": 3700, "lr": 0.05315, "memory": 16180, "data_time": 0.00047, "top1_acc": 0.29281, "top5_acc": 0.56359, "loss_cls": 5.53003, "loss": 5.53003, "time": 0.60441} +{"mode": "val", "epoch": 72, "iter": 309, "lr": 0.05314, "top1_acc": 0.24829, "top5_acc": 0.49795, "mean_class_accuracy": 0.24806} +{"mode": "train", "epoch": 73, "iter": 100, "lr": 0.05311, "memory": 16180, "data_time": 1.43503, "top1_acc": 0.31547, "top5_acc": 0.58047, "loss_cls": 5.42346, "loss": 5.42346, "time": 2.0307} +{"mode": "train", "epoch": 73, "iter": 200, "lr": 0.05308, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.32, "top5_acc": 0.57812, "loss_cls": 5.40904, "loss": 5.40904, "time": 0.5959} +{"mode": "train", "epoch": 73, "iter": 300, "lr": 0.05306, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.30844, "top5_acc": 0.56891, "loss_cls": 5.48032, "loss": 5.48032, "time": 0.60729} +{"mode": "train", "epoch": 73, "iter": 400, "lr": 0.05303, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.30766, "top5_acc": 0.57297, "loss_cls": 5.47442, "loss": 5.47442, "time": 0.60511} +{"mode": "train", "epoch": 73, "iter": 500, "lr": 0.053, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29594, "top5_acc": 0.56234, "loss_cls": 5.49216, "loss": 5.49216, "time": 0.59937} +{"mode": "train", "epoch": 73, "iter": 600, "lr": 0.05297, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.29563, "top5_acc": 0.56328, "loss_cls": 5.52416, "loss": 5.52416, "time": 0.60103} +{"mode": "train", "epoch": 73, "iter": 700, "lr": 0.05294, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.30875, "top5_acc": 0.57688, "loss_cls": 5.46781, "loss": 5.46781, "time": 0.6001} +{"mode": "train", "epoch": 73, "iter": 800, "lr": 0.05292, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.29891, "top5_acc": 0.56703, "loss_cls": 5.50849, "loss": 5.50849, "time": 0.6053} +{"mode": "train", "epoch": 73, "iter": 900, "lr": 0.05289, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30531, "top5_acc": 0.56, "loss_cls": 5.52717, "loss": 5.52717, "time": 0.59938} +{"mode": "train", "epoch": 73, "iter": 1000, "lr": 0.05286, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31359, "top5_acc": 0.57344, "loss_cls": 5.44298, "loss": 5.44298, "time": 0.60068} +{"mode": "train", "epoch": 73, "iter": 1100, "lr": 0.05283, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.29812, "top5_acc": 0.56437, "loss_cls": 5.51359, "loss": 5.51359, "time": 0.59861} +{"mode": "train", "epoch": 73, "iter": 1200, "lr": 0.0528, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.30406, "top5_acc": 0.56922, "loss_cls": 5.49162, "loss": 5.49162, "time": 0.60161} +{"mode": "train", "epoch": 73, "iter": 1300, "lr": 0.05278, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.30766, "top5_acc": 0.565, "loss_cls": 5.478, "loss": 5.478, "time": 0.6157} +{"mode": "train", "epoch": 73, "iter": 1400, "lr": 0.05275, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29734, "top5_acc": 0.56781, "loss_cls": 5.50228, "loss": 5.50228, "time": 0.60226} +{"mode": "train", "epoch": 73, "iter": 1500, "lr": 0.05272, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31172, "top5_acc": 0.57328, "loss_cls": 5.49304, "loss": 5.49304, "time": 0.59763} +{"mode": "train", "epoch": 73, "iter": 1600, "lr": 0.05269, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30766, "top5_acc": 0.56594, "loss_cls": 5.49272, "loss": 5.49272, "time": 0.60113} +{"mode": "train", "epoch": 73, "iter": 1700, "lr": 0.05267, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29969, "top5_acc": 0.56281, "loss_cls": 5.49879, "loss": 5.49879, "time": 0.60026} +{"mode": "train", "epoch": 73, "iter": 1800, "lr": 0.05264, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.30141, "top5_acc": 0.55453, "loss_cls": 5.52542, "loss": 5.52542, "time": 0.59542} +{"mode": "train", "epoch": 73, "iter": 1900, "lr": 0.05261, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30547, "top5_acc": 0.57266, "loss_cls": 5.4882, "loss": 5.4882, "time": 0.59768} +{"mode": "train", "epoch": 73, "iter": 2000, "lr": 0.05258, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30656, "top5_acc": 0.56328, "loss_cls": 5.47934, "loss": 5.47934, "time": 0.59793} +{"mode": "train", "epoch": 73, "iter": 2100, "lr": 0.05255, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.31766, "top5_acc": 0.57484, "loss_cls": 5.44616, "loss": 5.44616, "time": 0.60461} +{"mode": "train", "epoch": 73, "iter": 2200, "lr": 0.05253, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29734, "top5_acc": 0.55766, "loss_cls": 5.54645, "loss": 5.54645, "time": 0.59841} +{"mode": "train", "epoch": 73, "iter": 2300, "lr": 0.0525, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29516, "top5_acc": 0.55641, "loss_cls": 5.53903, "loss": 5.53903, "time": 0.60005} +{"mode": "train", "epoch": 73, "iter": 2400, "lr": 0.05247, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.30922, "top5_acc": 0.56516, "loss_cls": 5.49794, "loss": 5.49794, "time": 0.60135} +{"mode": "train", "epoch": 73, "iter": 2500, "lr": 0.05244, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.30656, "top5_acc": 0.56109, "loss_cls": 5.48714, "loss": 5.48714, "time": 0.61216} +{"mode": "train", "epoch": 73, "iter": 2600, "lr": 0.05241, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.29609, "top5_acc": 0.55703, "loss_cls": 5.5219, "loss": 5.5219, "time": 0.59879} +{"mode": "train", "epoch": 73, "iter": 2700, "lr": 0.05239, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.30688, "top5_acc": 0.56812, "loss_cls": 5.4906, "loss": 5.4906, "time": 0.59771} +{"mode": "train", "epoch": 73, "iter": 2800, "lr": 0.05236, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31391, "top5_acc": 0.56625, "loss_cls": 5.45564, "loss": 5.45564, "time": 0.59799} +{"mode": "train", "epoch": 73, "iter": 2900, "lr": 0.05233, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.29406, "top5_acc": 0.55625, "loss_cls": 5.57205, "loss": 5.57205, "time": 0.59792} +{"mode": "train", "epoch": 73, "iter": 3000, "lr": 0.0523, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30531, "top5_acc": 0.56188, "loss_cls": 5.48557, "loss": 5.48557, "time": 0.59613} +{"mode": "train", "epoch": 73, "iter": 3100, "lr": 0.05227, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30469, "top5_acc": 0.57016, "loss_cls": 5.47381, "loss": 5.47381, "time": 0.59807} +{"mode": "train", "epoch": 73, "iter": 3200, "lr": 0.05225, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29438, "top5_acc": 0.55828, "loss_cls": 5.55392, "loss": 5.55392, "time": 0.5969} +{"mode": "train", "epoch": 73, "iter": 3300, "lr": 0.05222, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30844, "top5_acc": 0.58078, "loss_cls": 5.45823, "loss": 5.45823, "time": 0.59905} +{"mode": "train", "epoch": 73, "iter": 3400, "lr": 0.05219, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30281, "top5_acc": 0.56547, "loss_cls": 5.51018, "loss": 5.51018, "time": 0.601} +{"mode": "train", "epoch": 73, "iter": 3500, "lr": 0.05216, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.29828, "top5_acc": 0.55937, "loss_cls": 5.5256, "loss": 5.5256, "time": 0.60685} +{"mode": "train", "epoch": 73, "iter": 3600, "lr": 0.05213, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.31031, "top5_acc": 0.56984, "loss_cls": 5.45819, "loss": 5.45819, "time": 0.595} +{"mode": "train", "epoch": 73, "iter": 3700, "lr": 0.05211, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29344, "top5_acc": 0.55562, "loss_cls": 5.53451, "loss": 5.53451, "time": 0.59995} +{"mode": "val", "epoch": 73, "iter": 309, "lr": 0.05209, "top1_acc": 0.22302, "top5_acc": 0.45317, "mean_class_accuracy": 0.22302} +{"mode": "train", "epoch": 74, "iter": 100, "lr": 0.05207, "memory": 16180, "data_time": 1.5119, "top1_acc": 0.31609, "top5_acc": 0.57094, "loss_cls": 5.41737, "loss": 5.41737, "time": 2.10937} +{"mode": "train", "epoch": 74, "iter": 200, "lr": 0.05204, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31328, "top5_acc": 0.56672, "loss_cls": 5.45589, "loss": 5.45589, "time": 0.59666} +{"mode": "train", "epoch": 74, "iter": 300, "lr": 0.05201, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.31453, "top5_acc": 0.58, "loss_cls": 5.43317, "loss": 5.43317, "time": 0.60124} +{"mode": "train", "epoch": 74, "iter": 400, "lr": 0.05198, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.30297, "top5_acc": 0.56406, "loss_cls": 5.47484, "loss": 5.47484, "time": 0.59886} +{"mode": "train", "epoch": 74, "iter": 500, "lr": 0.05195, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.30656, "top5_acc": 0.56531, "loss_cls": 5.47596, "loss": 5.47596, "time": 0.60405} +{"mode": "train", "epoch": 74, "iter": 600, "lr": 0.05193, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31719, "top5_acc": 0.58281, "loss_cls": 5.41191, "loss": 5.41191, "time": 0.59967} +{"mode": "train", "epoch": 74, "iter": 700, "lr": 0.0519, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.30719, "top5_acc": 0.57609, "loss_cls": 5.46246, "loss": 5.46246, "time": 0.60507} +{"mode": "train", "epoch": 74, "iter": 800, "lr": 0.05187, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.31078, "top5_acc": 0.57609, "loss_cls": 5.45342, "loss": 5.45342, "time": 0.60254} +{"mode": "train", "epoch": 74, "iter": 900, "lr": 0.05184, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.29828, "top5_acc": 0.55688, "loss_cls": 5.51734, "loss": 5.51734, "time": 0.60231} +{"mode": "train", "epoch": 74, "iter": 1000, "lr": 0.05181, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30656, "top5_acc": 0.57203, "loss_cls": 5.47166, "loss": 5.47166, "time": 0.59807} +{"mode": "train", "epoch": 74, "iter": 1100, "lr": 0.05179, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29703, "top5_acc": 0.55828, "loss_cls": 5.50608, "loss": 5.50608, "time": 0.59524} +{"mode": "train", "epoch": 74, "iter": 1200, "lr": 0.05176, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.30812, "top5_acc": 0.58, "loss_cls": 5.43784, "loss": 5.43784, "time": 0.60052} +{"mode": "train", "epoch": 74, "iter": 1300, "lr": 0.05173, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30844, "top5_acc": 0.56328, "loss_cls": 5.51008, "loss": 5.51008, "time": 0.60699} +{"mode": "train", "epoch": 74, "iter": 1400, "lr": 0.0517, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30516, "top5_acc": 0.56516, "loss_cls": 5.51255, "loss": 5.51255, "time": 0.59783} +{"mode": "train", "epoch": 74, "iter": 1500, "lr": 0.05168, "memory": 16180, "data_time": 0.00049, "top1_acc": 0.30469, "top5_acc": 0.56672, "loss_cls": 5.482, "loss": 5.482, "time": 0.59659} +{"mode": "train", "epoch": 74, "iter": 1600, "lr": 0.05165, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.32078, "top5_acc": 0.57703, "loss_cls": 5.44659, "loss": 5.44659, "time": 0.59592} +{"mode": "train", "epoch": 74, "iter": 1700, "lr": 0.05162, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.31859, "top5_acc": 0.57734, "loss_cls": 5.44416, "loss": 5.44416, "time": 0.59793} +{"mode": "train", "epoch": 74, "iter": 1800, "lr": 0.05159, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31203, "top5_acc": 0.57016, "loss_cls": 5.47718, "loss": 5.47718, "time": 0.59622} +{"mode": "train", "epoch": 74, "iter": 1900, "lr": 0.05156, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29844, "top5_acc": 0.55812, "loss_cls": 5.52255, "loss": 5.52255, "time": 0.5958} +{"mode": "train", "epoch": 74, "iter": 2000, "lr": 0.05154, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30156, "top5_acc": 0.56547, "loss_cls": 5.49735, "loss": 5.49735, "time": 0.59633} +{"mode": "train", "epoch": 74, "iter": 2100, "lr": 0.05151, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30234, "top5_acc": 0.56281, "loss_cls": 5.50289, "loss": 5.50289, "time": 0.59765} +{"mode": "train", "epoch": 74, "iter": 2200, "lr": 0.05148, "memory": 16180, "data_time": 0.00041, "top1_acc": 0.30859, "top5_acc": 0.56703, "loss_cls": 5.467, "loss": 5.467, "time": 0.60124} +{"mode": "train", "epoch": 74, "iter": 2300, "lr": 0.05145, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.30922, "top5_acc": 0.57203, "loss_cls": 5.46733, "loss": 5.46733, "time": 0.6009} +{"mode": "train", "epoch": 74, "iter": 2400, "lr": 0.05142, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.30047, "top5_acc": 0.5675, "loss_cls": 5.49661, "loss": 5.49661, "time": 0.60561} +{"mode": "train", "epoch": 74, "iter": 2500, "lr": 0.0514, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30469, "top5_acc": 0.57328, "loss_cls": 5.46501, "loss": 5.46501, "time": 0.60835} +{"mode": "train", "epoch": 74, "iter": 2600, "lr": 0.05137, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30906, "top5_acc": 0.56938, "loss_cls": 5.48024, "loss": 5.48024, "time": 0.59759} +{"mode": "train", "epoch": 74, "iter": 2700, "lr": 0.05134, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30703, "top5_acc": 0.56703, "loss_cls": 5.50035, "loss": 5.50035, "time": 0.60031} +{"mode": "train", "epoch": 74, "iter": 2800, "lr": 0.05131, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31922, "top5_acc": 0.56797, "loss_cls": 5.48214, "loss": 5.48214, "time": 0.59668} +{"mode": "train", "epoch": 74, "iter": 2900, "lr": 0.05128, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30297, "top5_acc": 0.56297, "loss_cls": 5.49484, "loss": 5.49484, "time": 0.59511} +{"mode": "train", "epoch": 74, "iter": 3000, "lr": 0.05126, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29953, "top5_acc": 0.56219, "loss_cls": 5.51953, "loss": 5.51953, "time": 0.59493} +{"mode": "train", "epoch": 74, "iter": 3100, "lr": 0.05123, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.29891, "top5_acc": 0.55641, "loss_cls": 5.55197, "loss": 5.55197, "time": 0.59936} +{"mode": "train", "epoch": 74, "iter": 3200, "lr": 0.0512, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31266, "top5_acc": 0.57781, "loss_cls": 5.45246, "loss": 5.45246, "time": 0.59596} +{"mode": "train", "epoch": 74, "iter": 3300, "lr": 0.05117, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30828, "top5_acc": 0.57281, "loss_cls": 5.46493, "loss": 5.46493, "time": 0.59691} +{"mode": "train", "epoch": 74, "iter": 3400, "lr": 0.05114, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29328, "top5_acc": 0.56484, "loss_cls": 5.50909, "loss": 5.50909, "time": 0.59992} +{"mode": "train", "epoch": 74, "iter": 3500, "lr": 0.05112, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.30609, "top5_acc": 0.56203, "loss_cls": 5.52036, "loss": 5.52036, "time": 0.60868} +{"mode": "train", "epoch": 74, "iter": 3600, "lr": 0.05109, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30094, "top5_acc": 0.56219, "loss_cls": 5.49909, "loss": 5.49909, "time": 0.59948} +{"mode": "train", "epoch": 74, "iter": 3700, "lr": 0.05106, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.29938, "top5_acc": 0.55937, "loss_cls": 5.53421, "loss": 5.53421, "time": 0.60341} +{"mode": "val", "epoch": 74, "iter": 309, "lr": 0.05105, "top1_acc": 0.24951, "top5_acc": 0.49623, "mean_class_accuracy": 0.24917} +{"mode": "train", "epoch": 75, "iter": 100, "lr": 0.05102, "memory": 16180, "data_time": 1.4466, "top1_acc": 0.31844, "top5_acc": 0.58219, "loss_cls": 5.40645, "loss": 5.40645, "time": 2.03994} +{"mode": "train", "epoch": 75, "iter": 200, "lr": 0.05099, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31172, "top5_acc": 0.5775, "loss_cls": 5.44174, "loss": 5.44174, "time": 0.59892} +{"mode": "train", "epoch": 75, "iter": 300, "lr": 0.05096, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31797, "top5_acc": 0.57797, "loss_cls": 5.4214, "loss": 5.4214, "time": 0.59859} +{"mode": "train", "epoch": 75, "iter": 400, "lr": 0.05094, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31969, "top5_acc": 0.56984, "loss_cls": 5.42548, "loss": 5.42548, "time": 0.59541} +{"mode": "train", "epoch": 75, "iter": 500, "lr": 0.05091, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30844, "top5_acc": 0.57812, "loss_cls": 5.45968, "loss": 5.45968, "time": 0.59823} +{"mode": "train", "epoch": 75, "iter": 600, "lr": 0.05088, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.30562, "top5_acc": 0.57406, "loss_cls": 5.46829, "loss": 5.46829, "time": 0.60327} +{"mode": "train", "epoch": 75, "iter": 700, "lr": 0.05085, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.315, "top5_acc": 0.57078, "loss_cls": 5.44387, "loss": 5.44387, "time": 0.59967} +{"mode": "train", "epoch": 75, "iter": 800, "lr": 0.05082, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30625, "top5_acc": 0.56328, "loss_cls": 5.49233, "loss": 5.49233, "time": 0.6029} +{"mode": "train", "epoch": 75, "iter": 900, "lr": 0.0508, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.31422, "top5_acc": 0.57312, "loss_cls": 5.45177, "loss": 5.45177, "time": 0.60267} +{"mode": "train", "epoch": 75, "iter": 1000, "lr": 0.05077, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.3225, "top5_acc": 0.58125, "loss_cls": 5.42926, "loss": 5.42926, "time": 0.60118} +{"mode": "train", "epoch": 75, "iter": 1100, "lr": 0.05074, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.31109, "top5_acc": 0.56906, "loss_cls": 5.4561, "loss": 5.4561, "time": 0.60315} +{"mode": "train", "epoch": 75, "iter": 1200, "lr": 0.05071, "memory": 16180, "data_time": 0.00037, "top1_acc": 0.31625, "top5_acc": 0.56891, "loss_cls": 5.45975, "loss": 5.45975, "time": 0.60776} +{"mode": "train", "epoch": 75, "iter": 1300, "lr": 0.05068, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30422, "top5_acc": 0.56594, "loss_cls": 5.49679, "loss": 5.49679, "time": 0.60098} +{"mode": "train", "epoch": 75, "iter": 1400, "lr": 0.05066, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.30469, "top5_acc": 0.56437, "loss_cls": 5.51235, "loss": 5.51235, "time": 0.6065} +{"mode": "train", "epoch": 75, "iter": 1500, "lr": 0.05063, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.30688, "top5_acc": 0.57297, "loss_cls": 5.46824, "loss": 5.46824, "time": 0.59714} +{"mode": "train", "epoch": 75, "iter": 1600, "lr": 0.0506, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.31156, "top5_acc": 0.57422, "loss_cls": 5.47756, "loss": 5.47756, "time": 0.59929} +{"mode": "train", "epoch": 75, "iter": 1700, "lr": 0.05057, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.30984, "top5_acc": 0.56516, "loss_cls": 5.49849, "loss": 5.49849, "time": 0.59942} +{"mode": "train", "epoch": 75, "iter": 1800, "lr": 0.05054, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.3075, "top5_acc": 0.5775, "loss_cls": 5.45897, "loss": 5.45897, "time": 0.60064} +{"mode": "train", "epoch": 75, "iter": 1900, "lr": 0.05052, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30797, "top5_acc": 0.56938, "loss_cls": 5.46698, "loss": 5.46698, "time": 0.59835} +{"mode": "train", "epoch": 75, "iter": 2000, "lr": 0.05049, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.31203, "top5_acc": 0.57156, "loss_cls": 5.46899, "loss": 5.46899, "time": 0.60072} +{"mode": "train", "epoch": 75, "iter": 2100, "lr": 0.05046, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31609, "top5_acc": 0.57672, "loss_cls": 5.45394, "loss": 5.45394, "time": 0.59713} +{"mode": "train", "epoch": 75, "iter": 2200, "lr": 0.05043, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30844, "top5_acc": 0.56328, "loss_cls": 5.49495, "loss": 5.49495, "time": 0.59618} +{"mode": "train", "epoch": 75, "iter": 2300, "lr": 0.0504, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32172, "top5_acc": 0.58391, "loss_cls": 5.39924, "loss": 5.39924, "time": 0.60358} +{"mode": "train", "epoch": 75, "iter": 2400, "lr": 0.05038, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.30578, "top5_acc": 0.56906, "loss_cls": 5.47057, "loss": 5.47057, "time": 0.60787} +{"mode": "train", "epoch": 75, "iter": 2500, "lr": 0.05035, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.30219, "top5_acc": 0.57281, "loss_cls": 5.46273, "loss": 5.46273, "time": 0.60637} +{"mode": "train", "epoch": 75, "iter": 2600, "lr": 0.05032, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.29875, "top5_acc": 0.555, "loss_cls": 5.53603, "loss": 5.53603, "time": 0.59842} +{"mode": "train", "epoch": 75, "iter": 2700, "lr": 0.05029, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.29938, "top5_acc": 0.565, "loss_cls": 5.51548, "loss": 5.51548, "time": 0.60184} +{"mode": "train", "epoch": 75, "iter": 2800, "lr": 0.05026, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.30781, "top5_acc": 0.55937, "loss_cls": 5.51249, "loss": 5.51249, "time": 0.60117} +{"mode": "train", "epoch": 75, "iter": 2900, "lr": 0.05024, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30375, "top5_acc": 0.56141, "loss_cls": 5.49966, "loss": 5.49966, "time": 0.59981} +{"mode": "train", "epoch": 75, "iter": 3000, "lr": 0.05021, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30656, "top5_acc": 0.56609, "loss_cls": 5.4754, "loss": 5.4754, "time": 0.59575} +{"mode": "train", "epoch": 75, "iter": 3100, "lr": 0.05018, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31094, "top5_acc": 0.57516, "loss_cls": 5.44878, "loss": 5.44878, "time": 0.59634} +{"mode": "train", "epoch": 75, "iter": 3200, "lr": 0.05015, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29672, "top5_acc": 0.55859, "loss_cls": 5.52466, "loss": 5.52466, "time": 0.59856} +{"mode": "train", "epoch": 75, "iter": 3300, "lr": 0.05012, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30484, "top5_acc": 0.57047, "loss_cls": 5.48932, "loss": 5.48932, "time": 0.59883} +{"mode": "train", "epoch": 75, "iter": 3400, "lr": 0.0501, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.31062, "top5_acc": 0.57547, "loss_cls": 5.45827, "loss": 5.45827, "time": 0.60728} +{"mode": "train", "epoch": 75, "iter": 3500, "lr": 0.05007, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31156, "top5_acc": 0.57125, "loss_cls": 5.45497, "loss": 5.45497, "time": 0.60966} +{"mode": "train", "epoch": 75, "iter": 3600, "lr": 0.05004, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30141, "top5_acc": 0.56719, "loss_cls": 5.50127, "loss": 5.50127, "time": 0.59859} +{"mode": "train", "epoch": 75, "iter": 3700, "lr": 0.05001, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30922, "top5_acc": 0.56063, "loss_cls": 5.49317, "loss": 5.49317, "time": 0.60571} +{"mode": "val", "epoch": 75, "iter": 309, "lr": 0.05, "top1_acc": 0.23583, "top5_acc": 0.48326, "mean_class_accuracy": 0.23568} +{"mode": "train", "epoch": 76, "iter": 100, "lr": 0.04997, "memory": 16180, "data_time": 1.47178, "top1_acc": 0.30391, "top5_acc": 0.56812, "loss_cls": 5.46622, "loss": 5.46622, "time": 2.06387} +{"mode": "train", "epoch": 76, "iter": 200, "lr": 0.04994, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.32359, "top5_acc": 0.57969, "loss_cls": 5.43308, "loss": 5.43308, "time": 0.598} +{"mode": "train", "epoch": 76, "iter": 300, "lr": 0.04992, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31875, "top5_acc": 0.58125, "loss_cls": 5.39396, "loss": 5.39396, "time": 0.59724} +{"mode": "train", "epoch": 76, "iter": 400, "lr": 0.04989, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.31516, "top5_acc": 0.58609, "loss_cls": 5.40102, "loss": 5.40102, "time": 0.59508} +{"mode": "train", "epoch": 76, "iter": 500, "lr": 0.04986, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31094, "top5_acc": 0.56969, "loss_cls": 5.47355, "loss": 5.47355, "time": 0.59948} +{"mode": "train", "epoch": 76, "iter": 600, "lr": 0.04983, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31734, "top5_acc": 0.57203, "loss_cls": 5.43141, "loss": 5.43141, "time": 0.59885} +{"mode": "train", "epoch": 76, "iter": 700, "lr": 0.0498, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31531, "top5_acc": 0.57797, "loss_cls": 5.45135, "loss": 5.45135, "time": 0.59712} +{"mode": "train", "epoch": 76, "iter": 800, "lr": 0.04978, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31156, "top5_acc": 0.57297, "loss_cls": 5.48966, "loss": 5.48966, "time": 0.59761} +{"mode": "train", "epoch": 76, "iter": 900, "lr": 0.04975, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31859, "top5_acc": 0.57344, "loss_cls": 5.44038, "loss": 5.44038, "time": 0.60445} +{"mode": "train", "epoch": 76, "iter": 1000, "lr": 0.04972, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.31125, "top5_acc": 0.56984, "loss_cls": 5.46362, "loss": 5.46362, "time": 0.60422} +{"mode": "train", "epoch": 76, "iter": 1100, "lr": 0.04969, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.30891, "top5_acc": 0.56719, "loss_cls": 5.46793, "loss": 5.46793, "time": 0.60188} +{"mode": "train", "epoch": 76, "iter": 1200, "lr": 0.04966, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.30891, "top5_acc": 0.57438, "loss_cls": 5.46896, "loss": 5.46896, "time": 0.60153} +{"mode": "train", "epoch": 76, "iter": 1300, "lr": 0.04964, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.30969, "top5_acc": 0.57906, "loss_cls": 5.4556, "loss": 5.4556, "time": 0.60459} +{"mode": "train", "epoch": 76, "iter": 1400, "lr": 0.04961, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.31047, "top5_acc": 0.57125, "loss_cls": 5.46296, "loss": 5.46296, "time": 0.60835} +{"mode": "train", "epoch": 76, "iter": 1500, "lr": 0.04958, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31078, "top5_acc": 0.57125, "loss_cls": 5.46524, "loss": 5.46524, "time": 0.59897} +{"mode": "train", "epoch": 76, "iter": 1600, "lr": 0.04955, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.31688, "top5_acc": 0.57281, "loss_cls": 5.43601, "loss": 5.43601, "time": 0.5971} +{"mode": "train", "epoch": 76, "iter": 1700, "lr": 0.04953, "memory": 16180, "data_time": 0.00045, "top1_acc": 0.31016, "top5_acc": 0.57281, "loss_cls": 5.45861, "loss": 5.45861, "time": 0.60193} +{"mode": "train", "epoch": 76, "iter": 1800, "lr": 0.0495, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31297, "top5_acc": 0.57125, "loss_cls": 5.471, "loss": 5.471, "time": 0.59759} +{"mode": "train", "epoch": 76, "iter": 1900, "lr": 0.04947, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30047, "top5_acc": 0.56625, "loss_cls": 5.51555, "loss": 5.51555, "time": 0.59697} +{"mode": "train", "epoch": 76, "iter": 2000, "lr": 0.04944, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30672, "top5_acc": 0.56469, "loss_cls": 5.48162, "loss": 5.48162, "time": 0.599} +{"mode": "train", "epoch": 76, "iter": 2100, "lr": 0.04941, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31109, "top5_acc": 0.5625, "loss_cls": 5.4638, "loss": 5.4638, "time": 0.59866} +{"mode": "train", "epoch": 76, "iter": 2200, "lr": 0.04939, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.32547, "top5_acc": 0.57344, "loss_cls": 5.43356, "loss": 5.43356, "time": 0.59996} +{"mode": "train", "epoch": 76, "iter": 2300, "lr": 0.04936, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.32141, "top5_acc": 0.57938, "loss_cls": 5.42513, "loss": 5.42513, "time": 0.60212} +{"mode": "train", "epoch": 76, "iter": 2400, "lr": 0.04933, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.30984, "top5_acc": 0.58078, "loss_cls": 5.43531, "loss": 5.43531, "time": 0.60879} +{"mode": "train", "epoch": 76, "iter": 2500, "lr": 0.0493, "memory": 16180, "data_time": 0.00042, "top1_acc": 0.30781, "top5_acc": 0.56688, "loss_cls": 5.46327, "loss": 5.46327, "time": 0.60657} +{"mode": "train", "epoch": 76, "iter": 2600, "lr": 0.04927, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.30844, "top5_acc": 0.56328, "loss_cls": 5.49049, "loss": 5.49049, "time": 0.60131} +{"mode": "train", "epoch": 76, "iter": 2700, "lr": 0.04925, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30688, "top5_acc": 0.57594, "loss_cls": 5.48659, "loss": 5.48659, "time": 0.59667} +{"mode": "train", "epoch": 76, "iter": 2800, "lr": 0.04922, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31609, "top5_acc": 0.57828, "loss_cls": 5.44366, "loss": 5.44366, "time": 0.59962} +{"mode": "train", "epoch": 76, "iter": 2900, "lr": 0.04919, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30969, "top5_acc": 0.56688, "loss_cls": 5.49915, "loss": 5.49915, "time": 0.59486} +{"mode": "train", "epoch": 76, "iter": 3000, "lr": 0.04916, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30609, "top5_acc": 0.56812, "loss_cls": 5.48223, "loss": 5.48223, "time": 0.59799} +{"mode": "train", "epoch": 76, "iter": 3100, "lr": 0.04913, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.31703, "top5_acc": 0.57547, "loss_cls": 5.43247, "loss": 5.43247, "time": 0.60286} +{"mode": "train", "epoch": 76, "iter": 3200, "lr": 0.04911, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.31609, "top5_acc": 0.57547, "loss_cls": 5.45732, "loss": 5.45732, "time": 0.5999} +{"mode": "train", "epoch": 76, "iter": 3300, "lr": 0.04908, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.29875, "top5_acc": 0.575, "loss_cls": 5.48384, "loss": 5.48384, "time": 0.59956} +{"mode": "train", "epoch": 76, "iter": 3400, "lr": 0.04905, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.30062, "top5_acc": 0.56922, "loss_cls": 5.50867, "loss": 5.50867, "time": 0.60155} +{"mode": "train", "epoch": 76, "iter": 3500, "lr": 0.04902, "memory": 16180, "data_time": 0.00034, "top1_acc": 0.30781, "top5_acc": 0.57703, "loss_cls": 5.4635, "loss": 5.4635, "time": 0.60792} +{"mode": "train", "epoch": 76, "iter": 3600, "lr": 0.04899, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.3, "top5_acc": 0.55906, "loss_cls": 5.52913, "loss": 5.52913, "time": 0.6012} +{"mode": "train", "epoch": 76, "iter": 3700, "lr": 0.04897, "memory": 16180, "data_time": 0.0005, "top1_acc": 0.30375, "top5_acc": 0.56703, "loss_cls": 5.48334, "loss": 5.48334, "time": 0.60617} +{"mode": "val", "epoch": 76, "iter": 309, "lr": 0.04895, "top1_acc": 0.21527, "top5_acc": 0.45773, "mean_class_accuracy": 0.21506} +{"mode": "train", "epoch": 77, "iter": 100, "lr": 0.04893, "memory": 16180, "data_time": 1.52858, "top1_acc": 0.31875, "top5_acc": 0.58641, "loss_cls": 5.38597, "loss": 5.38597, "time": 2.12345} +{"mode": "train", "epoch": 77, "iter": 200, "lr": 0.0489, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.33, "top5_acc": 0.58922, "loss_cls": 5.38359, "loss": 5.38359, "time": 0.59729} +{"mode": "train", "epoch": 77, "iter": 300, "lr": 0.04887, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31891, "top5_acc": 0.57688, "loss_cls": 5.42289, "loss": 5.42289, "time": 0.59658} +{"mode": "train", "epoch": 77, "iter": 400, "lr": 0.04884, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31672, "top5_acc": 0.58641, "loss_cls": 5.39002, "loss": 5.39002, "time": 0.59806} +{"mode": "train", "epoch": 77, "iter": 500, "lr": 0.04881, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31484, "top5_acc": 0.57875, "loss_cls": 5.41861, "loss": 5.41861, "time": 0.59851} +{"mode": "train", "epoch": 77, "iter": 600, "lr": 0.04879, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.31516, "top5_acc": 0.57484, "loss_cls": 5.41548, "loss": 5.41548, "time": 0.60915} +{"mode": "train", "epoch": 77, "iter": 700, "lr": 0.04876, "memory": 16180, "data_time": 0.00038, "top1_acc": 0.30812, "top5_acc": 0.56891, "loss_cls": 5.47161, "loss": 5.47161, "time": 0.60786} +{"mode": "train", "epoch": 77, "iter": 800, "lr": 0.04873, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.30594, "top5_acc": 0.58266, "loss_cls": 5.42391, "loss": 5.42391, "time": 0.60449} +{"mode": "train", "epoch": 77, "iter": 900, "lr": 0.0487, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.31359, "top5_acc": 0.56984, "loss_cls": 5.4699, "loss": 5.4699, "time": 0.60858} +{"mode": "train", "epoch": 77, "iter": 1000, "lr": 0.04867, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30594, "top5_acc": 0.57359, "loss_cls": 5.47232, "loss": 5.47232, "time": 0.59781} +{"mode": "train", "epoch": 77, "iter": 1100, "lr": 0.04865, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31016, "top5_acc": 0.57484, "loss_cls": 5.46578, "loss": 5.46578, "time": 0.59846} +{"mode": "train", "epoch": 77, "iter": 1200, "lr": 0.04862, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.32156, "top5_acc": 0.57453, "loss_cls": 5.4377, "loss": 5.4377, "time": 0.59594} +{"mode": "train", "epoch": 77, "iter": 1300, "lr": 0.04859, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.30844, "top5_acc": 0.56844, "loss_cls": 5.51966, "loss": 5.51966, "time": 0.60684} +{"mode": "train", "epoch": 77, "iter": 1400, "lr": 0.04856, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31234, "top5_acc": 0.5775, "loss_cls": 5.45566, "loss": 5.45566, "time": 0.61007} +{"mode": "train", "epoch": 77, "iter": 1500, "lr": 0.04853, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31312, "top5_acc": 0.57516, "loss_cls": 5.43026, "loss": 5.43026, "time": 0.59971} +{"mode": "train", "epoch": 77, "iter": 1600, "lr": 0.04851, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31609, "top5_acc": 0.57531, "loss_cls": 5.45175, "loss": 5.45175, "time": 0.60003} +{"mode": "train", "epoch": 77, "iter": 1700, "lr": 0.04848, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31406, "top5_acc": 0.57, "loss_cls": 5.47276, "loss": 5.47276, "time": 0.59976} +{"mode": "train", "epoch": 77, "iter": 1800, "lr": 0.04845, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31328, "top5_acc": 0.57047, "loss_cls": 5.47357, "loss": 5.47357, "time": 0.60013} +{"mode": "train", "epoch": 77, "iter": 1900, "lr": 0.04842, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.30547, "top5_acc": 0.57141, "loss_cls": 5.46018, "loss": 5.46018, "time": 0.59797} +{"mode": "train", "epoch": 77, "iter": 2000, "lr": 0.04839, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.30797, "top5_acc": 0.57063, "loss_cls": 5.4768, "loss": 5.4768, "time": 0.59851} +{"mode": "train", "epoch": 77, "iter": 2100, "lr": 0.04837, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31391, "top5_acc": 0.56406, "loss_cls": 5.45935, "loss": 5.45935, "time": 0.59845} +{"mode": "train", "epoch": 77, "iter": 2200, "lr": 0.04834, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31594, "top5_acc": 0.56469, "loss_cls": 5.46556, "loss": 5.46556, "time": 0.59826} +{"mode": "train", "epoch": 77, "iter": 2300, "lr": 0.04831, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.31859, "top5_acc": 0.57906, "loss_cls": 5.42824, "loss": 5.42824, "time": 0.60368} +{"mode": "train", "epoch": 77, "iter": 2400, "lr": 0.04828, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31016, "top5_acc": 0.57516, "loss_cls": 5.44197, "loss": 5.44197, "time": 0.61258} +{"mode": "train", "epoch": 77, "iter": 2500, "lr": 0.04825, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31484, "top5_acc": 0.57047, "loss_cls": 5.44969, "loss": 5.44969, "time": 0.60533} +{"mode": "train", "epoch": 77, "iter": 2600, "lr": 0.04823, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30688, "top5_acc": 0.57547, "loss_cls": 5.47946, "loss": 5.47946, "time": 0.59684} +{"mode": "train", "epoch": 77, "iter": 2700, "lr": 0.0482, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30594, "top5_acc": 0.56953, "loss_cls": 5.47281, "loss": 5.47281, "time": 0.60118} +{"mode": "train", "epoch": 77, "iter": 2800, "lr": 0.04817, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.31, "top5_acc": 0.58062, "loss_cls": 5.44157, "loss": 5.44157, "time": 0.59838} +{"mode": "train", "epoch": 77, "iter": 2900, "lr": 0.04814, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.30312, "top5_acc": 0.56453, "loss_cls": 5.49384, "loss": 5.49384, "time": 0.59279} +{"mode": "train", "epoch": 77, "iter": 3000, "lr": 0.04811, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30766, "top5_acc": 0.57516, "loss_cls": 5.49007, "loss": 5.49007, "time": 0.59586} +{"mode": "train", "epoch": 77, "iter": 3100, "lr": 0.04809, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30031, "top5_acc": 0.56172, "loss_cls": 5.51219, "loss": 5.51219, "time": 0.59719} +{"mode": "train", "epoch": 77, "iter": 3200, "lr": 0.04806, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31844, "top5_acc": 0.5725, "loss_cls": 5.43338, "loss": 5.43338, "time": 0.59782} +{"mode": "train", "epoch": 77, "iter": 3300, "lr": 0.04803, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.3075, "top5_acc": 0.56547, "loss_cls": 5.49884, "loss": 5.49884, "time": 0.59489} +{"mode": "train", "epoch": 77, "iter": 3400, "lr": 0.048, "memory": 16180, "data_time": 0.00031, "top1_acc": 0.30766, "top5_acc": 0.57172, "loss_cls": 5.46568, "loss": 5.46568, "time": 0.59849} +{"mode": "train", "epoch": 77, "iter": 3500, "lr": 0.04798, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31016, "top5_acc": 0.57047, "loss_cls": 5.4682, "loss": 5.4682, "time": 0.6074} +{"mode": "train", "epoch": 77, "iter": 3600, "lr": 0.04795, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32484, "top5_acc": 0.58203, "loss_cls": 5.41224, "loss": 5.41224, "time": 0.60052} +{"mode": "train", "epoch": 77, "iter": 3700, "lr": 0.04792, "memory": 16180, "data_time": 0.00033, "top1_acc": 0.30188, "top5_acc": 0.555, "loss_cls": 5.50214, "loss": 5.50214, "time": 0.60104} +{"mode": "val", "epoch": 77, "iter": 309, "lr": 0.04791, "top1_acc": 0.25898, "top5_acc": 0.50144, "mean_class_accuracy": 0.25878} +{"mode": "train", "epoch": 78, "iter": 100, "lr": 0.04788, "memory": 16180, "data_time": 1.38878, "top1_acc": 0.32672, "top5_acc": 0.58562, "loss_cls": 5.37864, "loss": 5.37864, "time": 1.98299} +{"mode": "train", "epoch": 78, "iter": 200, "lr": 0.04785, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31656, "top5_acc": 0.58922, "loss_cls": 5.40006, "loss": 5.40006, "time": 0.59621} +{"mode": "train", "epoch": 78, "iter": 300, "lr": 0.04782, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.31969, "top5_acc": 0.58141, "loss_cls": 5.39919, "loss": 5.39919, "time": 0.59947} +{"mode": "train", "epoch": 78, "iter": 400, "lr": 0.04779, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.30797, "top5_acc": 0.57578, "loss_cls": 5.43346, "loss": 5.43346, "time": 0.59707} +{"mode": "train", "epoch": 78, "iter": 500, "lr": 0.04777, "memory": 16180, "data_time": 0.00028, "top1_acc": 0.32828, "top5_acc": 0.57531, "loss_cls": 5.42875, "loss": 5.42875, "time": 0.59843} +{"mode": "train", "epoch": 78, "iter": 600, "lr": 0.04774, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.30672, "top5_acc": 0.56953, "loss_cls": 5.45148, "loss": 5.45148, "time": 0.59772} +{"mode": "train", "epoch": 78, "iter": 700, "lr": 0.04771, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30859, "top5_acc": 0.56531, "loss_cls": 5.50844, "loss": 5.50844, "time": 0.59748} +{"mode": "train", "epoch": 78, "iter": 800, "lr": 0.04768, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31203, "top5_acc": 0.58031, "loss_cls": 5.40917, "loss": 5.40917, "time": 0.59645} +{"mode": "train", "epoch": 78, "iter": 900, "lr": 0.04766, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31656, "top5_acc": 0.57453, "loss_cls": 5.42391, "loss": 5.42391, "time": 0.5984} +{"mode": "train", "epoch": 78, "iter": 1000, "lr": 0.04763, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.31328, "top5_acc": 0.57906, "loss_cls": 5.42793, "loss": 5.42793, "time": 0.60614} +{"mode": "train", "epoch": 78, "iter": 1100, "lr": 0.0476, "memory": 16180, "data_time": 0.0004, "top1_acc": 0.31094, "top5_acc": 0.58, "loss_cls": 5.4205, "loss": 5.4205, "time": 0.60898} +{"mode": "train", "epoch": 78, "iter": 1200, "lr": 0.04757, "memory": 16180, "data_time": 0.00044, "top1_acc": 0.31172, "top5_acc": 0.57625, "loss_cls": 5.47967, "loss": 5.47967, "time": 0.60271} +{"mode": "train", "epoch": 78, "iter": 1300, "lr": 0.04754, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.31359, "top5_acc": 0.57563, "loss_cls": 5.4274, "loss": 5.4274, "time": 0.60237} +{"mode": "train", "epoch": 78, "iter": 1400, "lr": 0.04752, "memory": 16180, "data_time": 0.00035, "top1_acc": 0.30656, "top5_acc": 0.56391, "loss_cls": 5.49594, "loss": 5.49594, "time": 0.60747} +{"mode": "train", "epoch": 78, "iter": 1500, "lr": 0.04749, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31391, "top5_acc": 0.57531, "loss_cls": 5.44893, "loss": 5.44893, "time": 0.60102} +{"mode": "train", "epoch": 78, "iter": 1600, "lr": 0.04746, "memory": 16180, "data_time": 0.00036, "top1_acc": 0.30438, "top5_acc": 0.56, "loss_cls": 5.50008, "loss": 5.50008, "time": 0.59552} +{"mode": "train", "epoch": 78, "iter": 1700, "lr": 0.04743, "memory": 16180, "data_time": 0.00046, "top1_acc": 0.30234, "top5_acc": 0.56453, "loss_cls": 5.46288, "loss": 5.46288, "time": 0.59802} +{"mode": "train", "epoch": 78, "iter": 1800, "lr": 0.0474, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32422, "top5_acc": 0.58719, "loss_cls": 5.40061, "loss": 5.40061, "time": 0.59895} +{"mode": "train", "epoch": 78, "iter": 1900, "lr": 0.04738, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.31344, "top5_acc": 0.57188, "loss_cls": 5.45548, "loss": 5.45548, "time": 0.59931} +{"mode": "train", "epoch": 78, "iter": 2000, "lr": 0.04735, "memory": 16180, "data_time": 0.00029, "top1_acc": 0.32062, "top5_acc": 0.58016, "loss_cls": 5.42938, "loss": 5.42938, "time": 0.59893} +{"mode": "train", "epoch": 78, "iter": 2100, "lr": 0.04732, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.31344, "top5_acc": 0.58391, "loss_cls": 5.43049, "loss": 5.43049, "time": 0.5981} +{"mode": "train", "epoch": 78, "iter": 2200, "lr": 0.04729, "memory": 16180, "data_time": 0.0003, "top1_acc": 0.31516, "top5_acc": 0.57734, "loss_cls": 5.4404, "loss": 5.4404, "time": 0.59943} +{"mode": "train", "epoch": 78, "iter": 2300, "lr": 0.04726, "memory": 16180, "data_time": 0.00039, "top1_acc": 0.31891, "top5_acc": 0.59125, "loss_cls": 5.38766, "loss": 5.38766, "time": 0.60521} +{"mode": "train", "epoch": 78, "iter": 2400, "lr": 0.04724, "memory": 16180, "data_time": 0.00032, "top1_acc": 0.315, "top5_acc": 0.57484, "loss_cls": 5.44192, "loss": 5.44192, "time": 0.61097} +{"mode": "train", "epoch": 78, "iter": 2500, "lr": 0.04721, "memory": 16180, "data_time": 0.00027, "top1_acc": 0.30984, "top5_acc": 0.56828, "loss_cls": 5.45845, "loss": 5.45845, "time": 0.5988} +{"mode": "train", "epoch": 78, "iter": 2600, "lr": 0.04718, "memory": 16180, "data_time": 0.00026, "top1_acc": 0.31562, "top5_acc": 0.575, "loss_cls": 5.44872, "loss": 5.44872, "time": 0.59381} +{"mode": "train", "epoch": 78, "iter": 2700, "lr": 0.04715, "memory": 16180, "data_time": 0.00025, "top1_acc": 0.31953, "top5_acc": 0.59547, "loss_cls": 5.37697, "loss": 5.37697, "time": 0.59255} +{"mode": "train", "epoch": 78, "iter": 2800, "lr": 0.04712, "memory": 16180, "data_time": 0.00023, "top1_acc": 0.31031, "top5_acc": 0.57812, "loss_cls": 5.436, "loss": 5.436, "time": 0.58852} +{"mode": "train", "epoch": 78, "iter": 2900, "lr": 0.0471, "memory": 16180, "data_time": 0.00022, "top1_acc": 0.31469, "top5_acc": 0.575, "loss_cls": 5.4424, "loss": 5.4424, "time": 0.58803} +{"mode": "train", "epoch": 78, "iter": 3000, "lr": 0.04707, "memory": 16180, "data_time": 0.00022, "top1_acc": 0.30891, "top5_acc": 0.56641, "loss_cls": 5.46342, "loss": 5.46342, "time": 0.58481} +{"mode": "train", "epoch": 78, "iter": 3100, "lr": 0. \ No newline at end of file