{"env_info": "sys.platform: linux\nPython: 3.7.11 (default, Jul 27 2021, 14:32:16) [GCC 7.5.0]\nCUDA available: True\nGPU 0: Tesla V100-PCIE-32GB\nCUDA_HOME: /usr/local/cuda-12.0\nNVCC: Cuda compilation tools, release 12.0, V12.0.76\nGCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.2) 9.4.0\nPyTorch: 1.11.0\nPyTorch compiling details: PyTorch built with:\n - GCC 7.3\n - C++ Version: 201402\n - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.5.2 (Git Hash a9302535553c73243c632ad3c4c80beec3d19a1e)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - LAPACK is enabled (usually provided by MKL)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.3\n - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=compute_37\n - CuDNN 8.2\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.11.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, \n\nTorchVision: 0.12.0\nOpenCV: 4.8.0\nMMCV: 1.5.0\nMMCV Compiler: GCC 7.3\nMMCV CUDA Compiler: 11.3\npyskl: 0.1.0+", "seed": 1928933818, "config_name": "b_2.py", "work_dir": "b_2", "hook_msgs": {}} {"mode": "train", "epoch": 1, "iter": 100, "lr": 0.025, "memory": 4120, "data_time": 0.18463, "top1_acc": 0.0775, "top5_acc": 0.25375, "loss_cls": 5.98591, "loss": 5.98591, "time": 0.40195} {"mode": "train", "epoch": 1, "iter": 200, "lr": 0.025, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.10812, "top5_acc": 0.35625, "loss_cls": 6.0004, "loss": 6.0004, "time": 0.21407} {"mode": "train", "epoch": 1, "iter": 300, "lr": 0.025, "memory": 4120, "data_time": 0.00101, "top1_acc": 0.09875, "top5_acc": 0.40062, "loss_cls": 5.9234, "loss": 5.9234, "time": 0.21402} {"mode": "train", "epoch": 1, "iter": 400, "lr": 0.025, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.12438, "top5_acc": 0.39375, "loss_cls": 6.13698, "loss": 6.13698, "time": 0.21035} {"mode": "train", "epoch": 1, "iter": 500, "lr": 0.025, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.175, "top5_acc": 0.47938, "loss_cls": 5.7265, "loss": 5.7265, "time": 0.21425} {"mode": "train", "epoch": 1, "iter": 600, "lr": 0.025, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.1925, "top5_acc": 0.5325, "loss_cls": 5.40426, "loss": 5.40426, "time": 0.2142} {"mode": "train", "epoch": 1, "iter": 700, "lr": 0.025, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.19875, "top5_acc": 0.55312, "loss_cls": 5.37072, "loss": 5.37072, "time": 0.21303} {"mode": "train", "epoch": 1, "iter": 800, "lr": 0.025, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.23688, "top5_acc": 0.61687, "loss_cls": 4.98435, "loss": 4.98435, "time": 0.21314} {"mode": "train", "epoch": 1, "iter": 900, "lr": 0.025, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.26438, "top5_acc": 0.64438, "loss_cls": 4.81465, "loss": 4.81465, "time": 0.21428} {"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.025, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.27875, "top5_acc": 0.67812, "loss_cls": 4.47584, "loss": 4.47584, "time": 0.21398} {"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.025, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.36188, "top5_acc": 0.74062, "loss_cls": 3.95769, "loss": 3.95769, "time": 0.21403} {"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.025, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.33438, "top5_acc": 0.72562, "loss_cls": 3.96339, "loss": 3.96339, "time": 0.21356} {"mode": "val", "epoch": 1, "iter": 533, "lr": 0.025, "top1_acc": 0.33494, "top5_acc": 0.75167, "mean_class_accuracy": 0.18147} {"mode": "train", "epoch": 2, "iter": 100, "lr": 0.025, "memory": 4120, "data_time": 0.18524, "top1_acc": 0.3775, "top5_acc": 0.77875, "loss_cls": 3.60236, "loss": 3.60236, "time": 0.40046} {"mode": "train", "epoch": 2, "iter": 200, "lr": 0.025, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.40875, "top5_acc": 0.82938, "loss_cls": 3.36073, "loss": 3.36073, "time": 0.21414} {"mode": "train", "epoch": 2, "iter": 300, "lr": 0.025, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.43875, "top5_acc": 0.83375, "loss_cls": 3.26797, "loss": 3.26797, "time": 0.21224} {"mode": "train", "epoch": 2, "iter": 400, "lr": 0.025, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.46375, "top5_acc": 0.84, "loss_cls": 3.12781, "loss": 3.12781, "time": 0.21112} {"mode": "train", "epoch": 2, "iter": 500, "lr": 0.02499, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.46938, "top5_acc": 0.84625, "loss_cls": 3.01563, "loss": 3.01563, "time": 0.21317} {"mode": "train", "epoch": 2, "iter": 600, "lr": 0.02499, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.50688, "top5_acc": 0.88625, "loss_cls": 2.73207, "loss": 2.73207, "time": 0.21168} {"mode": "train", "epoch": 2, "iter": 700, "lr": 0.02499, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.48062, "top5_acc": 0.88688, "loss_cls": 2.84729, "loss": 2.84729, "time": 0.21179} {"mode": "train", "epoch": 2, "iter": 800, "lr": 0.02499, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.49875, "top5_acc": 0.87562, "loss_cls": 2.74246, "loss": 2.74246, "time": 0.21311} {"mode": "train", "epoch": 2, "iter": 900, "lr": 0.02499, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.51812, "top5_acc": 0.9, "loss_cls": 2.57199, "loss": 2.57199, "time": 0.21317} {"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.02499, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.5325, "top5_acc": 0.89, "loss_cls": 2.54361, "loss": 2.54361, "time": 0.21253} {"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.02499, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.51688, "top5_acc": 0.90375, "loss_cls": 2.48773, "loss": 2.48773, "time": 0.2119} {"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.02499, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.51688, "top5_acc": 0.9, "loss_cls": 2.4554, "loss": 2.4554, "time": 0.21355} {"mode": "val", "epoch": 2, "iter": 533, "lr": 0.02499, "top1_acc": 0.51461, "top5_acc": 0.88863, "mean_class_accuracy": 0.35435} {"mode": "train", "epoch": 3, "iter": 100, "lr": 0.02499, "memory": 4120, "data_time": 0.18963, "top1_acc": 0.55688, "top5_acc": 0.90062, "loss_cls": 2.27761, "loss": 2.27761, "time": 0.40211} {"mode": "train", "epoch": 3, "iter": 200, "lr": 0.02499, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.565, "top5_acc": 0.92438, "loss_cls": 2.23533, "loss": 2.23533, "time": 0.2136} {"mode": "train", "epoch": 3, "iter": 300, "lr": 0.02499, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.57812, "top5_acc": 0.91875, "loss_cls": 2.13789, "loss": 2.13789, "time": 0.2139} {"mode": "train", "epoch": 3, "iter": 400, "lr": 0.02499, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.57688, "top5_acc": 0.93375, "loss_cls": 2.07987, "loss": 2.07987, "time": 0.21299} {"mode": "train", "epoch": 3, "iter": 500, "lr": 0.02498, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.575, "top5_acc": 0.92875, "loss_cls": 2.05521, "loss": 2.05521, "time": 0.21085} {"mode": "train", "epoch": 3, "iter": 600, "lr": 0.02498, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.59, "top5_acc": 0.93125, "loss_cls": 1.96061, "loss": 1.96061, "time": 0.21396} {"mode": "train", "epoch": 3, "iter": 700, "lr": 0.02498, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.59375, "top5_acc": 0.93938, "loss_cls": 1.93053, "loss": 1.93053, "time": 0.21336} {"mode": "train", "epoch": 3, "iter": 800, "lr": 0.02498, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.60688, "top5_acc": 0.93875, "loss_cls": 1.88007, "loss": 1.88007, "time": 0.21351} {"mode": "train", "epoch": 3, "iter": 900, "lr": 0.02498, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.61812, "top5_acc": 0.945, "loss_cls": 1.78301, "loss": 1.78301, "time": 0.21218} {"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.02498, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.61375, "top5_acc": 0.94062, "loss_cls": 1.83556, "loss": 1.83556, "time": 0.21367} {"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.02498, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.61625, "top5_acc": 0.925, "loss_cls": 1.81495, "loss": 1.81495, "time": 0.21416} {"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.02498, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.62, "top5_acc": 0.94688, "loss_cls": 1.74762, "loss": 1.74762, "time": 0.21599} {"mode": "val", "epoch": 3, "iter": 533, "lr": 0.02498, "top1_acc": 0.5639, "top5_acc": 0.91855, "mean_class_accuracy": 0.40759} {"mode": "train", "epoch": 4, "iter": 100, "lr": 0.02497, "memory": 4120, "data_time": 0.1912, "top1_acc": 0.65125, "top5_acc": 0.94125, "loss_cls": 1.70203, "loss": 1.70203, "time": 0.40394} {"mode": "train", "epoch": 4, "iter": 200, "lr": 0.02497, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.62187, "top5_acc": 0.94562, "loss_cls": 1.72932, "loss": 1.72932, "time": 0.21308} {"mode": "train", "epoch": 4, "iter": 300, "lr": 0.02497, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.63875, "top5_acc": 0.94938, "loss_cls": 1.67122, "loss": 1.67122, "time": 0.21475} {"mode": "train", "epoch": 4, "iter": 400, "lr": 0.02497, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.63688, "top5_acc": 0.96188, "loss_cls": 1.58768, "loss": 1.58768, "time": 0.21461} {"mode": "train", "epoch": 4, "iter": 500, "lr": 0.02497, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.66375, "top5_acc": 0.95188, "loss_cls": 1.62171, "loss": 1.62171, "time": 0.2137} {"mode": "train", "epoch": 4, "iter": 600, "lr": 0.02497, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.67188, "top5_acc": 0.9575, "loss_cls": 1.57193, "loss": 1.57193, "time": 0.21102} {"mode": "train", "epoch": 4, "iter": 700, "lr": 0.02497, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.64938, "top5_acc": 0.9525, "loss_cls": 1.63822, "loss": 1.63822, "time": 0.21339} {"mode": "train", "epoch": 4, "iter": 800, "lr": 0.02496, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.66, "top5_acc": 0.96188, "loss_cls": 1.51408, "loss": 1.51408, "time": 0.21204} {"mode": "train", "epoch": 4, "iter": 900, "lr": 0.02496, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.65812, "top5_acc": 0.95875, "loss_cls": 1.53343, "loss": 1.53343, "time": 0.21401} {"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.02496, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.69625, "top5_acc": 0.96938, "loss_cls": 1.43381, "loss": 1.43381, "time": 0.21534} {"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.02496, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.65875, "top5_acc": 0.95688, "loss_cls": 1.54602, "loss": 1.54602, "time": 0.21513} {"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.02496, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.67438, "top5_acc": 0.96188, "loss_cls": 1.52846, "loss": 1.52846, "time": 0.21278} {"mode": "val", "epoch": 4, "iter": 533, "lr": 0.02496, "top1_acc": 0.66835, "top5_acc": 0.95012, "mean_class_accuracy": 0.54282} {"mode": "train", "epoch": 5, "iter": 100, "lr": 0.02495, "memory": 4120, "data_time": 0.18661, "top1_acc": 0.67188, "top5_acc": 0.95812, "loss_cls": 1.49202, "loss": 1.49202, "time": 0.40212} {"mode": "train", "epoch": 5, "iter": 200, "lr": 0.02495, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.695, "top5_acc": 0.9675, "loss_cls": 1.40259, "loss": 1.40259, "time": 0.2125} {"mode": "train", "epoch": 5, "iter": 300, "lr": 0.02495, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.66562, "top5_acc": 0.96688, "loss_cls": 1.43707, "loss": 1.43707, "time": 0.21321} {"mode": "train", "epoch": 5, "iter": 400, "lr": 0.02495, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.68875, "top5_acc": 0.97188, "loss_cls": 1.36366, "loss": 1.36366, "time": 0.21299} {"mode": "train", "epoch": 5, "iter": 500, "lr": 0.02495, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.6875, "top5_acc": 0.96625, "loss_cls": 1.3954, "loss": 1.3954, "time": 0.21485} {"mode": "train", "epoch": 5, "iter": 600, "lr": 0.02495, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.68938, "top5_acc": 0.96188, "loss_cls": 1.43128, "loss": 1.43128, "time": 0.2147} {"mode": "train", "epoch": 5, "iter": 700, "lr": 0.02494, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.68438, "top5_acc": 0.97438, "loss_cls": 1.35733, "loss": 1.35733, "time": 0.21146} {"mode": "train", "epoch": 5, "iter": 800, "lr": 0.02494, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.71188, "top5_acc": 0.97312, "loss_cls": 1.28394, "loss": 1.28394, "time": 0.21348} {"mode": "train", "epoch": 5, "iter": 900, "lr": 0.02494, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.70625, "top5_acc": 0.95625, "loss_cls": 1.382, "loss": 1.382, "time": 0.21319} {"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.02494, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.69625, "top5_acc": 0.97625, "loss_cls": 1.33129, "loss": 1.33129, "time": 0.21363} {"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.02494, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.72438, "top5_acc": 0.97438, "loss_cls": 1.25519, "loss": 1.25519, "time": 0.21362} {"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.02493, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.68875, "top5_acc": 0.96875, "loss_cls": 1.35118, "loss": 1.35118, "time": 0.21329} {"mode": "val", "epoch": 5, "iter": 533, "lr": 0.02493, "top1_acc": 0.69088, "top5_acc": 0.96479, "mean_class_accuracy": 0.57607} {"mode": "train", "epoch": 6, "iter": 100, "lr": 0.02493, "memory": 4120, "data_time": 0.19083, "top1_acc": 0.74812, "top5_acc": 0.98, "loss_cls": 1.16511, "loss": 1.16511, "time": 0.40417} {"mode": "train", "epoch": 6, "iter": 200, "lr": 0.02493, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.69438, "top5_acc": 0.97062, "loss_cls": 1.32708, "loss": 1.32708, "time": 0.2138} {"mode": "train", "epoch": 6, "iter": 300, "lr": 0.02492, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.7175, "top5_acc": 0.97625, "loss_cls": 1.25973, "loss": 1.25973, "time": 0.21174} {"mode": "train", "epoch": 6, "iter": 400, "lr": 0.02492, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.74125, "top5_acc": 0.97688, "loss_cls": 1.20195, "loss": 1.20195, "time": 0.21324} {"mode": "train", "epoch": 6, "iter": 500, "lr": 0.02492, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.73625, "top5_acc": 0.975, "loss_cls": 1.25258, "loss": 1.25258, "time": 0.21386} {"mode": "train", "epoch": 6, "iter": 600, "lr": 0.02492, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.71562, "top5_acc": 0.97, "loss_cls": 1.23314, "loss": 1.23314, "time": 0.21538} {"mode": "train", "epoch": 6, "iter": 700, "lr": 0.02492, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.72938, "top5_acc": 0.97375, "loss_cls": 1.25925, "loss": 1.25925, "time": 0.21323} {"mode": "train", "epoch": 6, "iter": 800, "lr": 0.02491, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.71875, "top5_acc": 0.97312, "loss_cls": 1.23451, "loss": 1.23451, "time": 0.21325} {"mode": "train", "epoch": 6, "iter": 900, "lr": 0.02491, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.71812, "top5_acc": 0.97562, "loss_cls": 1.22663, "loss": 1.22663, "time": 0.2149} {"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.02491, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.7125, "top5_acc": 0.97188, "loss_cls": 1.28809, "loss": 1.28809, "time": 0.2129} {"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.02491, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.72562, "top5_acc": 0.97312, "loss_cls": 1.24458, "loss": 1.24458, "time": 0.21276} {"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.0249, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.73375, "top5_acc": 0.97312, "loss_cls": 1.22511, "loss": 1.22511, "time": 0.21443} {"mode": "val", "epoch": 6, "iter": 533, "lr": 0.0249, "top1_acc": 0.70532, "top5_acc": 0.96784, "mean_class_accuracy": 0.5886} {"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0249, "memory": 4120, "data_time": 0.1885, "top1_acc": 0.72812, "top5_acc": 0.98062, "loss_cls": 1.1757, "loss": 1.1757, "time": 0.39912} {"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0249, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.72875, "top5_acc": 0.98125, "loss_cls": 1.1614, "loss": 1.1614, "time": 0.21341} {"mode": "train", "epoch": 7, "iter": 300, "lr": 0.02489, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.73625, "top5_acc": 0.98, "loss_cls": 1.21292, "loss": 1.21292, "time": 0.21193} {"mode": "train", "epoch": 7, "iter": 400, "lr": 0.02489, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.71688, "top5_acc": 0.9775, "loss_cls": 1.19569, "loss": 1.19569, "time": 0.2133} {"mode": "train", "epoch": 7, "iter": 500, "lr": 0.02489, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.74562, "top5_acc": 0.98062, "loss_cls": 1.14047, "loss": 1.14047, "time": 0.21404} {"mode": "train", "epoch": 7, "iter": 600, "lr": 0.02489, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.7375, "top5_acc": 0.98062, "loss_cls": 1.14954, "loss": 1.14954, "time": 0.21423} {"mode": "train", "epoch": 7, "iter": 700, "lr": 0.02488, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.73938, "top5_acc": 0.98062, "loss_cls": 1.1634, "loss": 1.1634, "time": 0.21486} {"mode": "train", "epoch": 7, "iter": 800, "lr": 0.02488, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.72688, "top5_acc": 0.97938, "loss_cls": 1.19662, "loss": 1.19662, "time": 0.21379} {"mode": "train", "epoch": 7, "iter": 900, "lr": 0.02488, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.72562, "top5_acc": 0.96938, "loss_cls": 1.23911, "loss": 1.23911, "time": 0.21434} {"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.02487, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.74938, "top5_acc": 0.98875, "loss_cls": 1.04772, "loss": 1.04772, "time": 0.21571} {"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.02487, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.74875, "top5_acc": 0.9725, "loss_cls": 1.18496, "loss": 1.18496, "time": 0.21219} {"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.02487, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.74375, "top5_acc": 0.97062, "loss_cls": 1.18513, "loss": 1.18513, "time": 0.21238} {"mode": "val", "epoch": 7, "iter": 533, "lr": 0.02487, "top1_acc": 0.70919, "top5_acc": 0.96902, "mean_class_accuracy": 0.60682} {"mode": "train", "epoch": 8, "iter": 100, "lr": 0.02486, "memory": 4120, "data_time": 0.18512, "top1_acc": 0.7525, "top5_acc": 0.98062, "loss_cls": 1.11218, "loss": 1.11218, "time": 0.39857} {"mode": "train", "epoch": 8, "iter": 200, "lr": 0.02486, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.76812, "top5_acc": 0.98312, "loss_cls": 1.04247, "loss": 1.04247, "time": 0.21261} {"mode": "train", "epoch": 8, "iter": 300, "lr": 0.02486, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.76375, "top5_acc": 0.98625, "loss_cls": 1.01274, "loss": 1.01274, "time": 0.21151} {"mode": "train", "epoch": 8, "iter": 400, "lr": 0.02485, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.7575, "top5_acc": 0.98312, "loss_cls": 1.06387, "loss": 1.06387, "time": 0.21354} {"mode": "train", "epoch": 8, "iter": 500, "lr": 0.02485, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.74062, "top5_acc": 0.97625, "loss_cls": 1.1692, "loss": 1.1692, "time": 0.21403} {"mode": "train", "epoch": 8, "iter": 600, "lr": 0.02485, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.76062, "top5_acc": 0.97625, "loss_cls": 1.1056, "loss": 1.1056, "time": 0.2133} {"mode": "train", "epoch": 8, "iter": 700, "lr": 0.02484, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.7725, "top5_acc": 0.98688, "loss_cls": 1.03898, "loss": 1.03898, "time": 0.21587} {"mode": "train", "epoch": 8, "iter": 800, "lr": 0.02484, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.77375, "top5_acc": 0.985, "loss_cls": 1.04492, "loss": 1.04492, "time": 0.21323} {"mode": "train", "epoch": 8, "iter": 900, "lr": 0.02484, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.7775, "top5_acc": 0.98375, "loss_cls": 1.00997, "loss": 1.00997, "time": 0.21033} {"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.02483, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.77, "top5_acc": 0.9825, "loss_cls": 1.04437, "loss": 1.04437, "time": 0.21245} {"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.02483, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.75438, "top5_acc": 0.97938, "loss_cls": 1.09058, "loss": 1.09058, "time": 0.21558} {"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.02483, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.72875, "top5_acc": 0.97812, "loss_cls": 1.15028, "loss": 1.15028, "time": 0.21292} {"mode": "val", "epoch": 8, "iter": 533, "lr": 0.02482, "top1_acc": 0.74604, "top5_acc": 0.97735, "mean_class_accuracy": 0.65249} {"mode": "train", "epoch": 9, "iter": 100, "lr": 0.02482, "memory": 4120, "data_time": 0.18909, "top1_acc": 0.76375, "top5_acc": 0.98125, "loss_cls": 1.05473, "loss": 1.05473, "time": 0.40078} {"mode": "train", "epoch": 9, "iter": 200, "lr": 0.02482, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.77625, "top5_acc": 0.9825, "loss_cls": 0.9654, "loss": 0.9654, "time": 0.21281} {"mode": "train", "epoch": 9, "iter": 300, "lr": 0.02481, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.76562, "top5_acc": 0.98938, "loss_cls": 0.98412, "loss": 0.98412, "time": 0.2134} {"mode": "train", "epoch": 9, "iter": 400, "lr": 0.02481, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.75562, "top5_acc": 0.98625, "loss_cls": 1.0512, "loss": 1.0512, "time": 0.21192} {"mode": "train", "epoch": 9, "iter": 500, "lr": 0.02481, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.76688, "top5_acc": 0.98, "loss_cls": 1.04721, "loss": 1.04721, "time": 0.21357} {"mode": "train", "epoch": 9, "iter": 600, "lr": 0.0248, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.75312, "top5_acc": 0.98312, "loss_cls": 1.09939, "loss": 1.09939, "time": 0.21331} {"mode": "train", "epoch": 9, "iter": 700, "lr": 0.0248, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.77875, "top5_acc": 0.98625, "loss_cls": 0.93155, "loss": 0.93155, "time": 0.21307} {"mode": "train", "epoch": 9, "iter": 800, "lr": 0.0248, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.7575, "top5_acc": 0.99188, "loss_cls": 0.98383, "loss": 0.98383, "time": 0.21104} {"mode": "train", "epoch": 9, "iter": 900, "lr": 0.02479, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.75438, "top5_acc": 0.98312, "loss_cls": 1.06649, "loss": 1.06649, "time": 0.21101} {"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.02479, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.7625, "top5_acc": 0.98625, "loss_cls": 1.02373, "loss": 1.02373, "time": 0.21148} {"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.02479, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.775, "top5_acc": 0.98312, "loss_cls": 1.01431, "loss": 1.01431, "time": 0.21312} {"mode": "train", "epoch": 9, "iter": 1200, "lr": 0.02478, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.8025, "top5_acc": 0.98312, "loss_cls": 0.92251, "loss": 0.92251, "time": 0.21426} {"mode": "val", "epoch": 9, "iter": 533, "lr": 0.02478, "top1_acc": 0.70344, "top5_acc": 0.9655, "mean_class_accuracy": 0.60767} {"mode": "train", "epoch": 10, "iter": 100, "lr": 0.02477, "memory": 4120, "data_time": 0.18537, "top1_acc": 0.78188, "top5_acc": 0.98938, "loss_cls": 0.9539, "loss": 0.9539, "time": 0.39915} {"mode": "train", "epoch": 10, "iter": 200, "lr": 0.02477, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.7425, "top5_acc": 0.9775, "loss_cls": 1.13326, "loss": 1.13326, "time": 0.21302} {"mode": "train", "epoch": 10, "iter": 300, "lr": 0.02477, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.80062, "top5_acc": 0.98812, "loss_cls": 0.92437, "loss": 0.92437, "time": 0.21072} {"mode": "train", "epoch": 10, "iter": 400, "lr": 0.02476, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.76062, "top5_acc": 0.98562, "loss_cls": 1.06341, "loss": 1.06341, "time": 0.21302} {"mode": "train", "epoch": 10, "iter": 500, "lr": 0.02476, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.77688, "top5_acc": 0.9875, "loss_cls": 0.94701, "loss": 0.94701, "time": 0.21371} {"mode": "train", "epoch": 10, "iter": 600, "lr": 0.02476, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.78062, "top5_acc": 0.99, "loss_cls": 0.96127, "loss": 0.96127, "time": 0.21527} {"mode": "train", "epoch": 10, "iter": 700, "lr": 0.02475, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.7875, "top5_acc": 0.99, "loss_cls": 0.94318, "loss": 0.94318, "time": 0.21365} {"mode": "train", "epoch": 10, "iter": 800, "lr": 0.02475, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.76312, "top5_acc": 0.9825, "loss_cls": 1.02106, "loss": 1.02106, "time": 0.21249} {"mode": "train", "epoch": 10, "iter": 900, "lr": 0.02474, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.785, "top5_acc": 0.98688, "loss_cls": 0.9391, "loss": 0.9391, "time": 0.21187} {"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.02474, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.76438, "top5_acc": 0.98625, "loss_cls": 1.01547, "loss": 1.01547, "time": 0.21213} {"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.02473, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.77188, "top5_acc": 0.98562, "loss_cls": 0.98675, "loss": 0.98675, "time": 0.21444} {"mode": "train", "epoch": 10, "iter": 1200, "lr": 0.02473, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.77812, "top5_acc": 0.9875, "loss_cls": 0.99291, "loss": 0.99291, "time": 0.21324} {"mode": "val", "epoch": 10, "iter": 533, "lr": 0.02473, "top1_acc": 0.6876, "top5_acc": 0.94989, "mean_class_accuracy": 0.60129} {"mode": "train", "epoch": 11, "iter": 100, "lr": 0.02472, "memory": 4120, "data_time": 0.19, "top1_acc": 0.7925, "top5_acc": 0.98625, "loss_cls": 0.91648, "loss": 0.91648, "time": 0.40152} {"mode": "train", "epoch": 11, "iter": 200, "lr": 0.02472, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.8125, "top5_acc": 0.9925, "loss_cls": 0.87094, "loss": 0.87094, "time": 0.21443} {"mode": "train", "epoch": 11, "iter": 300, "lr": 0.02471, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.79625, "top5_acc": 0.98062, "loss_cls": 0.91947, "loss": 0.91947, "time": 0.21567} {"mode": "train", "epoch": 11, "iter": 400, "lr": 0.02471, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.7925, "top5_acc": 0.98312, "loss_cls": 0.94648, "loss": 0.94648, "time": 0.21239} {"mode": "train", "epoch": 11, "iter": 500, "lr": 0.02471, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.79062, "top5_acc": 0.98688, "loss_cls": 0.90816, "loss": 0.90816, "time": 0.21427} {"mode": "train", "epoch": 11, "iter": 600, "lr": 0.0247, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.80562, "top5_acc": 0.98625, "loss_cls": 0.92491, "loss": 0.92491, "time": 0.21147} {"mode": "train", "epoch": 11, "iter": 700, "lr": 0.0247, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.80312, "top5_acc": 0.98875, "loss_cls": 0.90198, "loss": 0.90198, "time": 0.21246} {"mode": "train", "epoch": 11, "iter": 800, "lr": 0.02469, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.79688, "top5_acc": 0.9875, "loss_cls": 0.90813, "loss": 0.90813, "time": 0.21285} {"mode": "train", "epoch": 11, "iter": 900, "lr": 0.02469, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.78812, "top5_acc": 0.97938, "loss_cls": 0.96819, "loss": 0.96819, "time": 0.20937} {"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.02468, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.7925, "top5_acc": 0.98312, "loss_cls": 0.92087, "loss": 0.92087, "time": 0.21158} {"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.02468, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.78, "top5_acc": 0.98438, "loss_cls": 0.96647, "loss": 0.96647, "time": 0.21222} {"mode": "train", "epoch": 11, "iter": 1200, "lr": 0.02467, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.76812, "top5_acc": 0.9875, "loss_cls": 0.96909, "loss": 0.96909, "time": 0.21275} {"mode": "val", "epoch": 11, "iter": 533, "lr": 0.02467, "top1_acc": 0.72914, "top5_acc": 0.97172, "mean_class_accuracy": 0.64349} {"mode": "train", "epoch": 12, "iter": 100, "lr": 0.02467, "memory": 4120, "data_time": 0.19407, "top1_acc": 0.80188, "top5_acc": 0.98938, "loss_cls": 0.85361, "loss": 0.85361, "time": 0.40727} {"mode": "train", "epoch": 12, "iter": 200, "lr": 0.02466, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.79125, "top5_acc": 0.98938, "loss_cls": 0.90251, "loss": 0.90251, "time": 0.21233} {"mode": "train", "epoch": 12, "iter": 300, "lr": 0.02466, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.80812, "top5_acc": 0.98375, "loss_cls": 0.92107, "loss": 0.92107, "time": 0.21295} {"mode": "train", "epoch": 12, "iter": 400, "lr": 0.02465, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.79, "top5_acc": 0.98625, "loss_cls": 0.94272, "loss": 0.94272, "time": 0.20998} {"mode": "train", "epoch": 12, "iter": 500, "lr": 0.02465, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.77375, "top5_acc": 0.98312, "loss_cls": 0.97845, "loss": 0.97845, "time": 0.21338} {"mode": "train", "epoch": 12, "iter": 600, "lr": 0.02464, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.80625, "top5_acc": 0.98938, "loss_cls": 0.87944, "loss": 0.87944, "time": 0.21335} {"mode": "train", "epoch": 12, "iter": 700, "lr": 0.02464, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.8075, "top5_acc": 0.98625, "loss_cls": 0.87234, "loss": 0.87234, "time": 0.21367} {"mode": "train", "epoch": 12, "iter": 800, "lr": 0.02463, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.7875, "top5_acc": 0.98625, "loss_cls": 0.96358, "loss": 0.96358, "time": 0.21298} {"mode": "train", "epoch": 12, "iter": 900, "lr": 0.02463, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.80062, "top5_acc": 0.98688, "loss_cls": 0.90253, "loss": 0.90253, "time": 0.21269} {"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.02462, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.78562, "top5_acc": 0.99375, "loss_cls": 0.91708, "loss": 0.91708, "time": 0.21407} {"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.02462, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.80562, "top5_acc": 0.98875, "loss_cls": 0.85526, "loss": 0.85526, "time": 0.21195} {"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.02461, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.80062, "top5_acc": 0.9875, "loss_cls": 0.89373, "loss": 0.89373, "time": 0.21335} {"mode": "val", "epoch": 12, "iter": 533, "lr": 0.02461, "top1_acc": 0.78723, "top5_acc": 0.98615, "mean_class_accuracy": 0.69326} {"mode": "train", "epoch": 13, "iter": 100, "lr": 0.0246, "memory": 4120, "data_time": 0.18226, "top1_acc": 0.81062, "top5_acc": 0.99, "loss_cls": 0.82954, "loss": 0.82954, "time": 0.39781} {"mode": "train", "epoch": 13, "iter": 200, "lr": 0.0246, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.80062, "top5_acc": 0.98938, "loss_cls": 0.85991, "loss": 0.85991, "time": 0.21326} {"mode": "train", "epoch": 13, "iter": 300, "lr": 0.02459, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.78625, "top5_acc": 0.98562, "loss_cls": 0.92575, "loss": 0.92575, "time": 0.21256} {"mode": "train", "epoch": 13, "iter": 400, "lr": 0.02459, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.80438, "top5_acc": 0.98812, "loss_cls": 0.83955, "loss": 0.83955, "time": 0.21572} {"mode": "train", "epoch": 13, "iter": 500, "lr": 0.02458, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.81875, "top5_acc": 0.99438, "loss_cls": 0.86099, "loss": 0.86099, "time": 0.21298} {"mode": "train", "epoch": 13, "iter": 600, "lr": 0.02458, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.81938, "top5_acc": 0.98875, "loss_cls": 0.86336, "loss": 0.86336, "time": 0.21224} {"mode": "train", "epoch": 13, "iter": 700, "lr": 0.02457, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.81, "top5_acc": 0.99125, "loss_cls": 0.86725, "loss": 0.86725, "time": 0.21133} {"mode": "train", "epoch": 13, "iter": 800, "lr": 0.02457, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.7975, "top5_acc": 0.98438, "loss_cls": 0.91604, "loss": 0.91604, "time": 0.21179} {"mode": "train", "epoch": 13, "iter": 900, "lr": 0.02456, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.81188, "top5_acc": 0.98938, "loss_cls": 0.8186, "loss": 0.8186, "time": 0.21035} {"mode": "train", "epoch": 13, "iter": 1000, "lr": 0.02455, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.81438, "top5_acc": 0.99062, "loss_cls": 0.82066, "loss": 0.82066, "time": 0.21245} {"mode": "train", "epoch": 13, "iter": 1100, "lr": 0.02455, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.80938, "top5_acc": 0.98688, "loss_cls": 0.86278, "loss": 0.86278, "time": 0.21411} {"mode": "train", "epoch": 13, "iter": 1200, "lr": 0.02454, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.79938, "top5_acc": 0.99062, "loss_cls": 0.84917, "loss": 0.84917, "time": 0.21397} {"mode": "val", "epoch": 13, "iter": 533, "lr": 0.02454, "top1_acc": 0.79017, "top5_acc": 0.98369, "mean_class_accuracy": 0.69961} {"mode": "train", "epoch": 14, "iter": 100, "lr": 0.02453, "memory": 4120, "data_time": 0.18753, "top1_acc": 0.84188, "top5_acc": 0.99188, "loss_cls": 0.75364, "loss": 0.75364, "time": 0.39977} {"mode": "train", "epoch": 14, "iter": 200, "lr": 0.02453, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.82688, "top5_acc": 0.98562, "loss_cls": 0.7925, "loss": 0.7925, "time": 0.21095} {"mode": "train", "epoch": 14, "iter": 300, "lr": 0.02452, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.795, "top5_acc": 0.985, "loss_cls": 0.89498, "loss": 0.89498, "time": 0.21192} {"mode": "train", "epoch": 14, "iter": 400, "lr": 0.02452, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.79375, "top5_acc": 0.98438, "loss_cls": 0.92808, "loss": 0.92808, "time": 0.21348} {"mode": "train", "epoch": 14, "iter": 500, "lr": 0.02451, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.82812, "top5_acc": 0.99188, "loss_cls": 0.80381, "loss": 0.80381, "time": 0.21395} {"mode": "train", "epoch": 14, "iter": 600, "lr": 0.02451, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.82562, "top5_acc": 0.98938, "loss_cls": 0.80033, "loss": 0.80033, "time": 0.21329} {"mode": "train", "epoch": 14, "iter": 700, "lr": 0.0245, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.80125, "top5_acc": 0.98875, "loss_cls": 0.86794, "loss": 0.86794, "time": 0.21189} {"mode": "train", "epoch": 14, "iter": 800, "lr": 0.02449, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.82625, "top5_acc": 0.99188, "loss_cls": 0.78294, "loss": 0.78294, "time": 0.21206} {"mode": "train", "epoch": 14, "iter": 900, "lr": 0.02449, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.83375, "top5_acc": 0.9925, "loss_cls": 0.75492, "loss": 0.75492, "time": 0.21294} {"mode": "train", "epoch": 14, "iter": 1000, "lr": 0.02448, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.815, "top5_acc": 0.98875, "loss_cls": 0.84669, "loss": 0.84669, "time": 0.21406} {"mode": "train", "epoch": 14, "iter": 1100, "lr": 0.02448, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.81812, "top5_acc": 0.99312, "loss_cls": 0.79401, "loss": 0.79401, "time": 0.21487} {"mode": "train", "epoch": 14, "iter": 1200, "lr": 0.02447, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.8125, "top5_acc": 0.99, "loss_cls": 0.84708, "loss": 0.84708, "time": 0.2148} {"mode": "val", "epoch": 14, "iter": 533, "lr": 0.02447, "top1_acc": 0.7539, "top5_acc": 0.9777, "mean_class_accuracy": 0.65167} {"mode": "train", "epoch": 15, "iter": 100, "lr": 0.02446, "memory": 4120, "data_time": 0.1816, "top1_acc": 0.835, "top5_acc": 0.99188, "loss_cls": 0.76263, "loss": 0.76263, "time": 0.39393} {"mode": "train", "epoch": 15, "iter": 200, "lr": 0.02445, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.83625, "top5_acc": 0.99062, "loss_cls": 0.75813, "loss": 0.75813, "time": 0.21356} {"mode": "train", "epoch": 15, "iter": 300, "lr": 0.02445, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.8175, "top5_acc": 0.99062, "loss_cls": 0.80972, "loss": 0.80972, "time": 0.21397} {"mode": "train", "epoch": 15, "iter": 400, "lr": 0.02444, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.81438, "top5_acc": 0.98375, "loss_cls": 0.85133, "loss": 0.85133, "time": 0.21288} {"mode": "train", "epoch": 15, "iter": 500, "lr": 0.02444, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.825, "top5_acc": 0.9925, "loss_cls": 0.76329, "loss": 0.76329, "time": 0.2127} {"mode": "train", "epoch": 15, "iter": 600, "lr": 0.02443, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.82062, "top5_acc": 0.98812, "loss_cls": 0.80734, "loss": 0.80734, "time": 0.21514} {"mode": "train", "epoch": 15, "iter": 700, "lr": 0.02442, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.82062, "top5_acc": 0.99, "loss_cls": 0.7845, "loss": 0.7845, "time": 0.21144} {"mode": "train", "epoch": 15, "iter": 800, "lr": 0.02442, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.81875, "top5_acc": 0.99188, "loss_cls": 0.79094, "loss": 0.79094, "time": 0.21411} {"mode": "train", "epoch": 15, "iter": 900, "lr": 0.02441, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.80812, "top5_acc": 0.98625, "loss_cls": 0.85746, "loss": 0.85746, "time": 0.21182} {"mode": "train", "epoch": 15, "iter": 1000, "lr": 0.02441, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.81438, "top5_acc": 0.99188, "loss_cls": 0.82792, "loss": 0.82792, "time": 0.21369} {"mode": "train", "epoch": 15, "iter": 1100, "lr": 0.0244, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.81375, "top5_acc": 0.98938, "loss_cls": 0.82045, "loss": 0.82045, "time": 0.21344} {"mode": "train", "epoch": 15, "iter": 1200, "lr": 0.02439, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.8175, "top5_acc": 0.99438, "loss_cls": 0.8003, "loss": 0.8003, "time": 0.21441} {"mode": "val", "epoch": 15, "iter": 533, "lr": 0.02439, "top1_acc": 0.77303, "top5_acc": 0.98498, "mean_class_accuracy": 0.69661} {"mode": "train", "epoch": 16, "iter": 100, "lr": 0.02438, "memory": 4120, "data_time": 0.18614, "top1_acc": 0.815, "top5_acc": 0.99438, "loss_cls": 0.80718, "loss": 0.80718, "time": 0.3979} {"mode": "train", "epoch": 16, "iter": 200, "lr": 0.02438, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.845, "top5_acc": 0.99312, "loss_cls": 0.73915, "loss": 0.73915, "time": 0.21436} {"mode": "train", "epoch": 16, "iter": 300, "lr": 0.02437, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.81688, "top5_acc": 0.99125, "loss_cls": 0.79517, "loss": 0.79517, "time": 0.21393} {"mode": "train", "epoch": 16, "iter": 400, "lr": 0.02436, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.8, "top5_acc": 0.9875, "loss_cls": 0.88411, "loss": 0.88411, "time": 0.21456} {"mode": "train", "epoch": 16, "iter": 500, "lr": 0.02436, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.82812, "top5_acc": 0.99125, "loss_cls": 0.79172, "loss": 0.79172, "time": 0.21088} {"mode": "train", "epoch": 16, "iter": 600, "lr": 0.02435, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.81562, "top5_acc": 0.99, "loss_cls": 0.83581, "loss": 0.83581, "time": 0.21267} {"mode": "train", "epoch": 16, "iter": 700, "lr": 0.02434, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.84, "top5_acc": 0.99438, "loss_cls": 0.72034, "loss": 0.72034, "time": 0.21296} {"mode": "train", "epoch": 16, "iter": 800, "lr": 0.02434, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.83625, "top5_acc": 0.99188, "loss_cls": 0.74344, "loss": 0.74344, "time": 0.21307} {"mode": "train", "epoch": 16, "iter": 900, "lr": 0.02433, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.81375, "top5_acc": 0.98375, "loss_cls": 0.8392, "loss": 0.8392, "time": 0.21354} {"mode": "train", "epoch": 16, "iter": 1000, "lr": 0.02432, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.82562, "top5_acc": 0.99062, "loss_cls": 0.79252, "loss": 0.79252, "time": 0.21335} {"mode": "train", "epoch": 16, "iter": 1100, "lr": 0.02432, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.83062, "top5_acc": 0.99125, "loss_cls": 0.77167, "loss": 0.77167, "time": 0.21495} {"mode": "train", "epoch": 16, "iter": 1200, "lr": 0.02431, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.8275, "top5_acc": 0.99, "loss_cls": 0.78257, "loss": 0.78257, "time": 0.21312} {"mode": "val", "epoch": 16, "iter": 533, "lr": 0.0243, "top1_acc": 0.78629, "top5_acc": 0.98416, "mean_class_accuracy": 0.70187} {"mode": "train", "epoch": 17, "iter": 100, "lr": 0.0243, "memory": 4120, "data_time": 0.19069, "top1_acc": 0.82562, "top5_acc": 0.99375, "loss_cls": 0.73428, "loss": 0.73428, "time": 0.40158} {"mode": "train", "epoch": 17, "iter": 200, "lr": 0.02429, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.8375, "top5_acc": 0.99438, "loss_cls": 0.73871, "loss": 0.73871, "time": 0.21325} {"mode": "train", "epoch": 17, "iter": 300, "lr": 0.02428, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.83, "top5_acc": 0.99438, "loss_cls": 0.75992, "loss": 0.75992, "time": 0.21618} {"mode": "train", "epoch": 17, "iter": 400, "lr": 0.02428, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.82688, "top5_acc": 0.9925, "loss_cls": 0.73546, "loss": 0.73546, "time": 0.21441} {"mode": "train", "epoch": 17, "iter": 500, "lr": 0.02427, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.82562, "top5_acc": 0.98938, "loss_cls": 0.78803, "loss": 0.78803, "time": 0.21214} {"mode": "train", "epoch": 17, "iter": 600, "lr": 0.02426, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.83062, "top5_acc": 0.99188, "loss_cls": 0.78981, "loss": 0.78981, "time": 0.21128} {"mode": "train", "epoch": 17, "iter": 700, "lr": 0.02426, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.82625, "top5_acc": 0.9875, "loss_cls": 0.77644, "loss": 0.77644, "time": 0.21265} {"mode": "train", "epoch": 17, "iter": 800, "lr": 0.02425, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.81625, "top5_acc": 0.99062, "loss_cls": 0.81728, "loss": 0.81728, "time": 0.21403} {"mode": "train", "epoch": 17, "iter": 900, "lr": 0.02424, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.83188, "top5_acc": 0.9875, "loss_cls": 0.81051, "loss": 0.81051, "time": 0.21157} {"mode": "train", "epoch": 17, "iter": 1000, "lr": 0.02424, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.82188, "top5_acc": 0.99125, "loss_cls": 0.7699, "loss": 0.7699, "time": 0.21289} {"mode": "train", "epoch": 17, "iter": 1100, "lr": 0.02423, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.82438, "top5_acc": 0.99125, "loss_cls": 0.77813, "loss": 0.77813, "time": 0.21107} {"mode": "train", "epoch": 17, "iter": 1200, "lr": 0.02422, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.8225, "top5_acc": 0.9875, "loss_cls": 0.84008, "loss": 0.84008, "time": 0.21445} {"mode": "val", "epoch": 17, "iter": 533, "lr": 0.02422, "top1_acc": 0.78465, "top5_acc": 0.9804, "mean_class_accuracy": 0.70308} {"mode": "train", "epoch": 18, "iter": 100, "lr": 0.02421, "memory": 4120, "data_time": 0.18881, "top1_acc": 0.82375, "top5_acc": 0.995, "loss_cls": 0.75665, "loss": 0.75665, "time": 0.4024} {"mode": "train", "epoch": 18, "iter": 200, "lr": 0.0242, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.85625, "top5_acc": 0.99312, "loss_cls": 0.68421, "loss": 0.68421, "time": 0.21225} {"mode": "train", "epoch": 18, "iter": 300, "lr": 0.02419, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.83688, "top5_acc": 0.99062, "loss_cls": 0.75703, "loss": 0.75703, "time": 0.2121} {"mode": "train", "epoch": 18, "iter": 400, "lr": 0.02419, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.84688, "top5_acc": 0.995, "loss_cls": 0.71944, "loss": 0.71944, "time": 0.21377} {"mode": "train", "epoch": 18, "iter": 500, "lr": 0.02418, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.84, "top5_acc": 0.99125, "loss_cls": 0.74044, "loss": 0.74044, "time": 0.2139} {"mode": "train", "epoch": 18, "iter": 600, "lr": 0.02417, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.83688, "top5_acc": 0.99188, "loss_cls": 0.76924, "loss": 0.76924, "time": 0.21316} {"mode": "train", "epoch": 18, "iter": 700, "lr": 0.02417, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.82188, "top5_acc": 0.99188, "loss_cls": 0.78958, "loss": 0.78958, "time": 0.21239} {"mode": "train", "epoch": 18, "iter": 800, "lr": 0.02416, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.835, "top5_acc": 0.99, "loss_cls": 0.73027, "loss": 0.73027, "time": 0.21224} {"mode": "train", "epoch": 18, "iter": 900, "lr": 0.02415, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.84812, "top5_acc": 0.99375, "loss_cls": 0.71248, "loss": 0.71248, "time": 0.21312} {"mode": "train", "epoch": 18, "iter": 1000, "lr": 0.02414, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.84625, "top5_acc": 0.99375, "loss_cls": 0.70299, "loss": 0.70299, "time": 0.21212} {"mode": "train", "epoch": 18, "iter": 1100, "lr": 0.02414, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.83875, "top5_acc": 0.98812, "loss_cls": 0.74336, "loss": 0.74336, "time": 0.21062} {"mode": "train", "epoch": 18, "iter": 1200, "lr": 0.02413, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.8375, "top5_acc": 0.99125, "loss_cls": 0.74005, "loss": 0.74005, "time": 0.21194} {"mode": "val", "epoch": 18, "iter": 533, "lr": 0.02412, "top1_acc": 0.81528, "top5_acc": 0.98439, "mean_class_accuracy": 0.74695} {"mode": "train", "epoch": 19, "iter": 100, "lr": 0.02411, "memory": 4120, "data_time": 0.1941, "top1_acc": 0.82688, "top5_acc": 0.9925, "loss_cls": 0.73771, "loss": 0.73771, "time": 0.40853} {"mode": "train", "epoch": 19, "iter": 200, "lr": 0.02411, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.84312, "top5_acc": 0.99375, "loss_cls": 0.70215, "loss": 0.70215, "time": 0.21094} {"mode": "train", "epoch": 19, "iter": 300, "lr": 0.0241, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.85125, "top5_acc": 0.9925, "loss_cls": 0.71393, "loss": 0.71393, "time": 0.21318} {"mode": "train", "epoch": 19, "iter": 400, "lr": 0.02409, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.83562, "top5_acc": 0.99188, "loss_cls": 0.75691, "loss": 0.75691, "time": 0.21235} {"mode": "train", "epoch": 19, "iter": 500, "lr": 0.02408, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.85312, "top5_acc": 0.99438, "loss_cls": 0.69237, "loss": 0.69237, "time": 0.21085} {"mode": "train", "epoch": 19, "iter": 600, "lr": 0.02408, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.83, "top5_acc": 0.98812, "loss_cls": 0.7912, "loss": 0.7912, "time": 0.21254} {"mode": "train", "epoch": 19, "iter": 700, "lr": 0.02407, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.83125, "top5_acc": 0.98938, "loss_cls": 0.77344, "loss": 0.77344, "time": 0.21162} {"mode": "train", "epoch": 19, "iter": 800, "lr": 0.02406, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.82375, "top5_acc": 0.99438, "loss_cls": 0.77536, "loss": 0.77536, "time": 0.2145} {"mode": "train", "epoch": 19, "iter": 900, "lr": 0.02405, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.84688, "top5_acc": 0.99312, "loss_cls": 0.71565, "loss": 0.71565, "time": 0.21474} {"mode": "train", "epoch": 19, "iter": 1000, "lr": 0.02405, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.84188, "top5_acc": 0.99438, "loss_cls": 0.70393, "loss": 0.70393, "time": 0.21214} {"mode": "train", "epoch": 19, "iter": 1100, "lr": 0.02404, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.8175, "top5_acc": 0.98875, "loss_cls": 0.76405, "loss": 0.76405, "time": 0.21365} {"mode": "train", "epoch": 19, "iter": 1200, "lr": 0.02403, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.825, "top5_acc": 0.99312, "loss_cls": 0.75478, "loss": 0.75478, "time": 0.21196} {"mode": "val", "epoch": 19, "iter": 533, "lr": 0.02402, "top1_acc": 0.78993, "top5_acc": 0.9858, "mean_class_accuracy": 0.70636} {"mode": "train", "epoch": 20, "iter": 100, "lr": 0.02402, "memory": 4120, "data_time": 0.18352, "top1_acc": 0.85, "top5_acc": 0.99, "loss_cls": 0.68723, "loss": 0.68723, "time": 0.39511} {"mode": "train", "epoch": 20, "iter": 200, "lr": 0.02401, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.85312, "top5_acc": 0.99375, "loss_cls": 0.66955, "loss": 0.66955, "time": 0.21147} {"mode": "train", "epoch": 20, "iter": 300, "lr": 0.024, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.84062, "top5_acc": 0.99, "loss_cls": 0.73237, "loss": 0.73237, "time": 0.21501} {"mode": "train", "epoch": 20, "iter": 400, "lr": 0.02399, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.83312, "top5_acc": 0.99062, "loss_cls": 0.74295, "loss": 0.74295, "time": 0.2126} {"mode": "train", "epoch": 20, "iter": 500, "lr": 0.02398, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.84312, "top5_acc": 0.99312, "loss_cls": 0.7168, "loss": 0.7168, "time": 0.21122} {"mode": "train", "epoch": 20, "iter": 600, "lr": 0.02398, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.87062, "top5_acc": 0.99438, "loss_cls": 0.62811, "loss": 0.62811, "time": 0.21388} {"mode": "train", "epoch": 20, "iter": 700, "lr": 0.02397, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.84812, "top5_acc": 0.9925, "loss_cls": 0.67792, "loss": 0.67792, "time": 0.21349} {"mode": "train", "epoch": 20, "iter": 800, "lr": 0.02396, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.8125, "top5_acc": 0.99312, "loss_cls": 0.82806, "loss": 0.82806, "time": 0.21232} {"mode": "train", "epoch": 20, "iter": 900, "lr": 0.02395, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.835, "top5_acc": 0.98875, "loss_cls": 0.74696, "loss": 0.74696, "time": 0.21404} {"mode": "train", "epoch": 20, "iter": 1000, "lr": 0.02394, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.82812, "top5_acc": 0.98812, "loss_cls": 0.79509, "loss": 0.79509, "time": 0.21207} {"mode": "train", "epoch": 20, "iter": 1100, "lr": 0.02393, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.85, "top5_acc": 0.9925, "loss_cls": 0.6783, "loss": 0.6783, "time": 0.21577} {"mode": "train", "epoch": 20, "iter": 1200, "lr": 0.02393, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.85688, "top5_acc": 0.99438, "loss_cls": 0.68012, "loss": 0.68012, "time": 0.21305} {"mode": "val", "epoch": 20, "iter": 533, "lr": 0.02392, "top1_acc": 0.8012, "top5_acc": 0.98122, "mean_class_accuracy": 0.71969} {"mode": "train", "epoch": 21, "iter": 100, "lr": 0.02391, "memory": 4120, "data_time": 0.18766, "top1_acc": 0.86125, "top5_acc": 0.99125, "loss_cls": 0.6583, "loss": 0.6583, "time": 0.40108} {"mode": "train", "epoch": 21, "iter": 200, "lr": 0.0239, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.85938, "top5_acc": 0.99188, "loss_cls": 0.63533, "loss": 0.63533, "time": 0.2119} {"mode": "train", "epoch": 21, "iter": 300, "lr": 0.02389, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.85688, "top5_acc": 0.99625, "loss_cls": 0.637, "loss": 0.637, "time": 0.21249} {"mode": "train", "epoch": 21, "iter": 400, "lr": 0.02389, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.86062, "top5_acc": 0.99312, "loss_cls": 0.65228, "loss": 0.65228, "time": 0.21017} {"mode": "train", "epoch": 21, "iter": 500, "lr": 0.02388, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.83375, "top5_acc": 0.98688, "loss_cls": 0.7568, "loss": 0.7568, "time": 0.21247} {"mode": "train", "epoch": 21, "iter": 600, "lr": 0.02387, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.84188, "top5_acc": 0.995, "loss_cls": 0.72715, "loss": 0.72715, "time": 0.21385} {"mode": "train", "epoch": 21, "iter": 700, "lr": 0.02386, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.85438, "top5_acc": 0.9925, "loss_cls": 0.6764, "loss": 0.6764, "time": 0.21318} {"mode": "train", "epoch": 21, "iter": 800, "lr": 0.02385, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.845, "top5_acc": 0.99562, "loss_cls": 0.67251, "loss": 0.67251, "time": 0.21359} {"mode": "train", "epoch": 21, "iter": 900, "lr": 0.02384, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.8375, "top5_acc": 0.99375, "loss_cls": 0.74327, "loss": 0.74327, "time": 0.21228} {"mode": "train", "epoch": 21, "iter": 1000, "lr": 0.02383, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.84375, "top5_acc": 0.99562, "loss_cls": 0.66296, "loss": 0.66296, "time": 0.21165} {"mode": "train", "epoch": 21, "iter": 1100, "lr": 0.02383, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.85438, "top5_acc": 0.99188, "loss_cls": 0.6898, "loss": 0.6898, "time": 0.21659} {"mode": "train", "epoch": 21, "iter": 1200, "lr": 0.02382, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.85875, "top5_acc": 0.995, "loss_cls": 0.64719, "loss": 0.64719, "time": 0.22028} {"mode": "val", "epoch": 21, "iter": 533, "lr": 0.02381, "top1_acc": 0.83288, "top5_acc": 0.98791, "mean_class_accuracy": 0.75898} {"mode": "train", "epoch": 22, "iter": 100, "lr": 0.0238, "memory": 4120, "data_time": 0.20321, "top1_acc": 0.84812, "top5_acc": 0.99188, "loss_cls": 0.72764, "loss": 0.72764, "time": 0.42493} {"mode": "train", "epoch": 22, "iter": 200, "lr": 0.02379, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.86938, "top5_acc": 0.9925, "loss_cls": 0.64429, "loss": 0.64429, "time": 0.21992} {"mode": "train", "epoch": 22, "iter": 300, "lr": 0.02378, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.85625, "top5_acc": 0.995, "loss_cls": 0.65197, "loss": 0.65197, "time": 0.22134} {"mode": "train", "epoch": 22, "iter": 400, "lr": 0.02378, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.84938, "top5_acc": 0.99312, "loss_cls": 0.69105, "loss": 0.69105, "time": 0.22036} {"mode": "train", "epoch": 22, "iter": 500, "lr": 0.02377, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.83438, "top5_acc": 0.99125, "loss_cls": 0.70907, "loss": 0.70907, "time": 0.21198} {"mode": "train", "epoch": 22, "iter": 600, "lr": 0.02376, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.86062, "top5_acc": 0.99625, "loss_cls": 0.64842, "loss": 0.64842, "time": 0.21209} {"mode": "train", "epoch": 22, "iter": 700, "lr": 0.02375, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.86562, "top5_acc": 0.9925, "loss_cls": 0.65115, "loss": 0.65115, "time": 0.21047} {"mode": "train", "epoch": 22, "iter": 800, "lr": 0.02374, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.84688, "top5_acc": 0.99188, "loss_cls": 0.71121, "loss": 0.71121, "time": 0.20822} {"mode": "train", "epoch": 22, "iter": 900, "lr": 0.02373, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.83688, "top5_acc": 0.99188, "loss_cls": 0.7505, "loss": 0.7505, "time": 0.21584} {"mode": "train", "epoch": 22, "iter": 1000, "lr": 0.02372, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.85562, "top5_acc": 0.99188, "loss_cls": 0.67483, "loss": 0.67483, "time": 0.21351} {"mode": "train", "epoch": 22, "iter": 1100, "lr": 0.02371, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.85062, "top5_acc": 0.995, "loss_cls": 0.68806, "loss": 0.68806, "time": 0.21344} {"mode": "train", "epoch": 22, "iter": 1200, "lr": 0.0237, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.86062, "top5_acc": 0.9925, "loss_cls": 0.65944, "loss": 0.65944, "time": 0.21436} {"mode": "val", "epoch": 22, "iter": 533, "lr": 0.0237, "top1_acc": 0.82502, "top5_acc": 0.98956, "mean_class_accuracy": 0.76917} {"mode": "train", "epoch": 23, "iter": 100, "lr": 0.02369, "memory": 4120, "data_time": 0.18809, "top1_acc": 0.84062, "top5_acc": 0.99625, "loss_cls": 0.67843, "loss": 0.67843, "time": 0.39926} {"mode": "train", "epoch": 23, "iter": 200, "lr": 0.02368, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.86375, "top5_acc": 0.9925, "loss_cls": 0.64003, "loss": 0.64003, "time": 0.21545} {"mode": "train", "epoch": 23, "iter": 300, "lr": 0.02367, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.85312, "top5_acc": 0.99125, "loss_cls": 0.64945, "loss": 0.64945, "time": 0.21475} {"mode": "train", "epoch": 23, "iter": 400, "lr": 0.02366, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.85062, "top5_acc": 0.99375, "loss_cls": 0.67578, "loss": 0.67578, "time": 0.2121} {"mode": "train", "epoch": 23, "iter": 500, "lr": 0.02365, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.84312, "top5_acc": 0.99312, "loss_cls": 0.68696, "loss": 0.68696, "time": 0.21295} {"mode": "train", "epoch": 23, "iter": 600, "lr": 0.02364, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.86062, "top5_acc": 0.99188, "loss_cls": 0.69032, "loss": 0.69032, "time": 0.21272} {"mode": "train", "epoch": 23, "iter": 700, "lr": 0.02363, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.865, "top5_acc": 0.99312, "loss_cls": 0.63237, "loss": 0.63237, "time": 0.21333} {"mode": "train", "epoch": 23, "iter": 800, "lr": 0.02362, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.85438, "top5_acc": 0.99312, "loss_cls": 0.67819, "loss": 0.67819, "time": 0.2114} {"mode": "train", "epoch": 23, "iter": 900, "lr": 0.02361, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.85562, "top5_acc": 0.99562, "loss_cls": 0.6546, "loss": 0.6546, "time": 0.21399} {"mode": "train", "epoch": 23, "iter": 1000, "lr": 0.0236, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.83875, "top5_acc": 0.99312, "loss_cls": 0.69793, "loss": 0.69793, "time": 0.21275} {"mode": "train", "epoch": 23, "iter": 1100, "lr": 0.02359, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.86125, "top5_acc": 0.99312, "loss_cls": 0.67754, "loss": 0.67754, "time": 0.21219} {"mode": "train", "epoch": 23, "iter": 1200, "lr": 0.02359, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.85812, "top5_acc": 0.99188, "loss_cls": 0.66802, "loss": 0.66802, "time": 0.21164} {"mode": "val", "epoch": 23, "iter": 533, "lr": 0.02358, "top1_acc": 0.82608, "top5_acc": 0.98674, "mean_class_accuracy": 0.76733} {"mode": "train", "epoch": 24, "iter": 100, "lr": 0.02357, "memory": 4120, "data_time": 0.18883, "top1_acc": 0.87, "top5_acc": 0.99, "loss_cls": 0.65594, "loss": 0.65594, "time": 0.40248} {"mode": "train", "epoch": 24, "iter": 200, "lr": 0.02356, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.87, "top5_acc": 0.99562, "loss_cls": 0.64045, "loss": 0.64045, "time": 0.21197} {"mode": "train", "epoch": 24, "iter": 300, "lr": 0.02355, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.865, "top5_acc": 0.995, "loss_cls": 0.64158, "loss": 0.64158, "time": 0.21215} {"mode": "train", "epoch": 24, "iter": 400, "lr": 0.02354, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.8525, "top5_acc": 0.99375, "loss_cls": 0.6661, "loss": 0.6661, "time": 0.20923} {"mode": "train", "epoch": 24, "iter": 500, "lr": 0.02353, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.85562, "top5_acc": 0.99312, "loss_cls": 0.66759, "loss": 0.66759, "time": 0.21304} {"mode": "train", "epoch": 24, "iter": 600, "lr": 0.02352, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.83938, "top5_acc": 0.99188, "loss_cls": 0.71747, "loss": 0.71747, "time": 0.21197} {"mode": "train", "epoch": 24, "iter": 700, "lr": 0.02351, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.85375, "top5_acc": 0.9925, "loss_cls": 0.65456, "loss": 0.65456, "time": 0.2124} {"mode": "train", "epoch": 24, "iter": 800, "lr": 0.0235, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.86562, "top5_acc": 0.99562, "loss_cls": 0.61343, "loss": 0.61343, "time": 0.21523} {"mode": "train", "epoch": 24, "iter": 900, "lr": 0.02349, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.86125, "top5_acc": 0.99312, "loss_cls": 0.63316, "loss": 0.63316, "time": 0.21187} {"mode": "train", "epoch": 24, "iter": 1000, "lr": 0.02348, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.8525, "top5_acc": 0.9925, "loss_cls": 0.69413, "loss": 0.69413, "time": 0.2129} {"mode": "train", "epoch": 24, "iter": 1100, "lr": 0.02347, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.85062, "top5_acc": 0.99562, "loss_cls": 0.63378, "loss": 0.63378, "time": 0.21252} {"mode": "train", "epoch": 24, "iter": 1200, "lr": 0.02346, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.85938, "top5_acc": 0.99188, "loss_cls": 0.67821, "loss": 0.67821, "time": 0.21358} {"mode": "val", "epoch": 24, "iter": 533, "lr": 0.02345, "top1_acc": 0.82526, "top5_acc": 0.98721, "mean_class_accuracy": 0.76849} {"mode": "train", "epoch": 25, "iter": 100, "lr": 0.02344, "memory": 4120, "data_time": 0.18599, "top1_acc": 0.87062, "top5_acc": 0.99625, "loss_cls": 0.60329, "loss": 0.60329, "time": 0.39949} {"mode": "train", "epoch": 25, "iter": 200, "lr": 0.02343, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.875, "top5_acc": 0.99688, "loss_cls": 0.59241, "loss": 0.59241, "time": 0.21769} {"mode": "train", "epoch": 25, "iter": 300, "lr": 0.02342, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.8725, "top5_acc": 0.995, "loss_cls": 0.59887, "loss": 0.59887, "time": 0.22004} {"mode": "train", "epoch": 25, "iter": 400, "lr": 0.02341, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.88062, "top5_acc": 0.99312, "loss_cls": 0.58863, "loss": 0.58863, "time": 0.2232} {"mode": "train", "epoch": 25, "iter": 500, "lr": 0.0234, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.87125, "top5_acc": 0.99375, "loss_cls": 0.63139, "loss": 0.63139, "time": 0.22131} {"mode": "train", "epoch": 25, "iter": 600, "lr": 0.02339, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.85062, "top5_acc": 0.99375, "loss_cls": 0.70492, "loss": 0.70492, "time": 0.22103} {"mode": "train", "epoch": 25, "iter": 700, "lr": 0.02338, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.86188, "top5_acc": 0.99125, "loss_cls": 0.65584, "loss": 0.65584, "time": 0.21966} {"mode": "train", "epoch": 25, "iter": 800, "lr": 0.02337, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.85625, "top5_acc": 0.98938, "loss_cls": 0.67314, "loss": 0.67314, "time": 0.22341} {"mode": "train", "epoch": 25, "iter": 900, "lr": 0.02336, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.84688, "top5_acc": 0.99438, "loss_cls": 0.67734, "loss": 0.67734, "time": 0.22375} {"mode": "train", "epoch": 25, "iter": 1000, "lr": 0.02335, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.84688, "top5_acc": 0.99188, "loss_cls": 0.72705, "loss": 0.72705, "time": 0.21196} {"mode": "train", "epoch": 25, "iter": 1100, "lr": 0.02334, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.8625, "top5_acc": 0.99312, "loss_cls": 0.63238, "loss": 0.63238, "time": 0.2117} {"mode": "train", "epoch": 25, "iter": 1200, "lr": 0.02333, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.84938, "top5_acc": 0.99438, "loss_cls": 0.66804, "loss": 0.66804, "time": 0.21241} {"mode": "val", "epoch": 25, "iter": 533, "lr": 0.02333, "top1_acc": 0.83981, "top5_acc": 0.99014, "mean_class_accuracy": 0.79274} {"mode": "train", "epoch": 26, "iter": 100, "lr": 0.02332, "memory": 4120, "data_time": 0.18886, "top1_acc": 0.89188, "top5_acc": 0.99562, "loss_cls": 0.53853, "loss": 0.53853, "time": 0.40259} {"mode": "train", "epoch": 26, "iter": 200, "lr": 0.0233, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.85875, "top5_acc": 0.99312, "loss_cls": 0.64817, "loss": 0.64817, "time": 0.21343} {"mode": "train", "epoch": 26, "iter": 300, "lr": 0.02329, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.86938, "top5_acc": 0.99312, "loss_cls": 0.63987, "loss": 0.63987, "time": 0.21427} {"mode": "train", "epoch": 26, "iter": 400, "lr": 0.02328, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.85875, "top5_acc": 0.99812, "loss_cls": 0.62475, "loss": 0.62475, "time": 0.21129} {"mode": "train", "epoch": 26, "iter": 500, "lr": 0.02327, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.88312, "top5_acc": 0.995, "loss_cls": 0.56666, "loss": 0.56666, "time": 0.21171} {"mode": "train", "epoch": 26, "iter": 600, "lr": 0.02326, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.87, "top5_acc": 0.99375, "loss_cls": 0.66554, "loss": 0.66554, "time": 0.21385} {"mode": "train", "epoch": 26, "iter": 700, "lr": 0.02325, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.86312, "top5_acc": 0.99812, "loss_cls": 0.60275, "loss": 0.60275, "time": 0.21188} {"mode": "train", "epoch": 26, "iter": 800, "lr": 0.02324, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.85312, "top5_acc": 0.99188, "loss_cls": 0.6726, "loss": 0.6726, "time": 0.21306} {"mode": "train", "epoch": 26, "iter": 900, "lr": 0.02323, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.875, "top5_acc": 0.99438, "loss_cls": 0.59909, "loss": 0.59909, "time": 0.21546} {"mode": "train", "epoch": 26, "iter": 1000, "lr": 0.02322, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.8525, "top5_acc": 0.99125, "loss_cls": 0.67572, "loss": 0.67572, "time": 0.21531} {"mode": "train", "epoch": 26, "iter": 1100, "lr": 0.02321, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.8525, "top5_acc": 0.99375, "loss_cls": 0.66412, "loss": 0.66412, "time": 0.2123} {"mode": "train", "epoch": 26, "iter": 1200, "lr": 0.0232, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.8625, "top5_acc": 0.99188, "loss_cls": 0.65418, "loss": 0.65418, "time": 0.2232} {"mode": "val", "epoch": 26, "iter": 533, "lr": 0.02319, "top1_acc": 0.83159, "top5_acc": 0.98838, "mean_class_accuracy": 0.77067} {"mode": "train", "epoch": 27, "iter": 100, "lr": 0.02318, "memory": 4120, "data_time": 0.20971, "top1_acc": 0.8775, "top5_acc": 0.99312, "loss_cls": 0.60423, "loss": 0.60423, "time": 0.43596} {"mode": "train", "epoch": 27, "iter": 200, "lr": 0.02317, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.87188, "top5_acc": 0.99625, "loss_cls": 0.59477, "loss": 0.59477, "time": 0.22441} {"mode": "train", "epoch": 27, "iter": 300, "lr": 0.02316, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.87125, "top5_acc": 0.99375, "loss_cls": 0.58198, "loss": 0.58198, "time": 0.22435} {"mode": "train", "epoch": 27, "iter": 400, "lr": 0.02315, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.85875, "top5_acc": 0.99, "loss_cls": 0.69049, "loss": 0.69049, "time": 0.21178} {"mode": "train", "epoch": 27, "iter": 500, "lr": 0.02314, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.865, "top5_acc": 0.99438, "loss_cls": 0.58815, "loss": 0.58815, "time": 0.21281} {"mode": "train", "epoch": 27, "iter": 600, "lr": 0.02313, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.86938, "top5_acc": 0.99375, "loss_cls": 0.6105, "loss": 0.6105, "time": 0.21265} {"mode": "train", "epoch": 27, "iter": 700, "lr": 0.02312, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.86312, "top5_acc": 0.99562, "loss_cls": 0.61819, "loss": 0.61819, "time": 0.21218} {"mode": "train", "epoch": 27, "iter": 800, "lr": 0.02311, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.84375, "top5_acc": 0.99188, "loss_cls": 0.70874, "loss": 0.70874, "time": 0.21296} {"mode": "train", "epoch": 27, "iter": 900, "lr": 0.0231, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.8725, "top5_acc": 0.995, "loss_cls": 0.61107, "loss": 0.61107, "time": 0.21169} {"mode": "train", "epoch": 27, "iter": 1000, "lr": 0.02308, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.87625, "top5_acc": 0.99812, "loss_cls": 0.54251, "loss": 0.54251, "time": 0.21306} {"mode": "train", "epoch": 27, "iter": 1100, "lr": 0.02307, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.87812, "top5_acc": 0.9925, "loss_cls": 0.5775, "loss": 0.5775, "time": 0.21231} {"mode": "train", "epoch": 27, "iter": 1200, "lr": 0.02306, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.875, "top5_acc": 0.9975, "loss_cls": 0.60034, "loss": 0.60034, "time": 0.2119} {"mode": "val", "epoch": 27, "iter": 533, "lr": 0.02305, "top1_acc": 0.83723, "top5_acc": 0.99061, "mean_class_accuracy": 0.77068} {"mode": "train", "epoch": 28, "iter": 100, "lr": 0.02304, "memory": 4120, "data_time": 0.1925, "top1_acc": 0.875, "top5_acc": 0.99562, "loss_cls": 0.57077, "loss": 0.57077, "time": 0.40578} {"mode": "train", "epoch": 28, "iter": 200, "lr": 0.02303, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.86312, "top5_acc": 0.99562, "loss_cls": 0.60375, "loss": 0.60375, "time": 0.21388} {"mode": "train", "epoch": 28, "iter": 300, "lr": 0.02302, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.85375, "top5_acc": 0.99375, "loss_cls": 0.61023, "loss": 0.61023, "time": 0.21303} {"mode": "train", "epoch": 28, "iter": 400, "lr": 0.02301, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.87625, "top5_acc": 0.99562, "loss_cls": 0.5805, "loss": 0.5805, "time": 0.21099} {"mode": "train", "epoch": 28, "iter": 500, "lr": 0.023, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.88812, "top5_acc": 0.99375, "loss_cls": 0.5464, "loss": 0.5464, "time": 0.21281} {"mode": "train", "epoch": 28, "iter": 600, "lr": 0.02299, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.88062, "top5_acc": 0.99438, "loss_cls": 0.60801, "loss": 0.60801, "time": 0.2121} {"mode": "train", "epoch": 28, "iter": 700, "lr": 0.02298, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.855, "top5_acc": 0.99438, "loss_cls": 0.67391, "loss": 0.67391, "time": 0.21433} {"mode": "train", "epoch": 28, "iter": 800, "lr": 0.02297, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.86312, "top5_acc": 0.99375, "loss_cls": 0.62996, "loss": 0.62996, "time": 0.21306} {"mode": "train", "epoch": 28, "iter": 900, "lr": 0.02295, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.87438, "top5_acc": 0.99562, "loss_cls": 0.62025, "loss": 0.62025, "time": 0.21449} {"mode": "train", "epoch": 28, "iter": 1000, "lr": 0.02294, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.86375, "top5_acc": 0.995, "loss_cls": 0.6351, "loss": 0.6351, "time": 0.21351} {"mode": "train", "epoch": 28, "iter": 1100, "lr": 0.02293, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.83625, "top5_acc": 0.98938, "loss_cls": 0.72169, "loss": 0.72169, "time": 0.21415} {"mode": "train", "epoch": 28, "iter": 1200, "lr": 0.02292, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.85688, "top5_acc": 0.995, "loss_cls": 0.66063, "loss": 0.66063, "time": 0.21266} {"mode": "val", "epoch": 28, "iter": 533, "lr": 0.02291, "top1_acc": 0.82889, "top5_acc": 0.98615, "mean_class_accuracy": 0.78591} {"mode": "train", "epoch": 29, "iter": 100, "lr": 0.0229, "memory": 4120, "data_time": 0.19338, "top1_acc": 0.895, "top5_acc": 0.99688, "loss_cls": 0.51677, "loss": 0.51677, "time": 0.4052} {"mode": "train", "epoch": 29, "iter": 200, "lr": 0.02289, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.87625, "top5_acc": 0.995, "loss_cls": 0.5956, "loss": 0.5956, "time": 0.21145} {"mode": "train", "epoch": 29, "iter": 300, "lr": 0.02288, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.8675, "top5_acc": 0.9925, "loss_cls": 0.61142, "loss": 0.61142, "time": 0.21316} {"mode": "train", "epoch": 29, "iter": 400, "lr": 0.02287, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.89, "top5_acc": 0.9925, "loss_cls": 0.55588, "loss": 0.55588, "time": 0.21208} {"mode": "train", "epoch": 29, "iter": 500, "lr": 0.02285, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.87125, "top5_acc": 0.99188, "loss_cls": 0.63566, "loss": 0.63566, "time": 0.21302} {"mode": "train", "epoch": 29, "iter": 600, "lr": 0.02284, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.86812, "top5_acc": 0.99188, "loss_cls": 0.64163, "loss": 0.64163, "time": 0.21098} {"mode": "train", "epoch": 29, "iter": 700, "lr": 0.02283, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.875, "top5_acc": 0.99125, "loss_cls": 0.59174, "loss": 0.59174, "time": 0.21494} {"mode": "train", "epoch": 29, "iter": 800, "lr": 0.02282, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.88125, "top5_acc": 0.99688, "loss_cls": 0.57731, "loss": 0.57731, "time": 0.21095} {"mode": "train", "epoch": 29, "iter": 900, "lr": 0.02281, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.875, "top5_acc": 0.995, "loss_cls": 0.61532, "loss": 0.61532, "time": 0.213} {"mode": "train", "epoch": 29, "iter": 1000, "lr": 0.0228, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.8825, "top5_acc": 0.99375, "loss_cls": 0.56991, "loss": 0.56991, "time": 0.21429} {"mode": "train", "epoch": 29, "iter": 1100, "lr": 0.02279, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.87562, "top5_acc": 0.99188, "loss_cls": 0.61169, "loss": 0.61169, "time": 0.2117} {"mode": "train", "epoch": 29, "iter": 1200, "lr": 0.02277, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.86875, "top5_acc": 0.99688, "loss_cls": 0.62244, "loss": 0.62244, "time": 0.21231} {"mode": "val", "epoch": 29, "iter": 533, "lr": 0.02276, "top1_acc": 0.83664, "top5_acc": 0.9892, "mean_class_accuracy": 0.76697} {"mode": "train", "epoch": 30, "iter": 100, "lr": 0.02275, "memory": 4120, "data_time": 0.18707, "top1_acc": 0.875, "top5_acc": 0.9975, "loss_cls": 0.58085, "loss": 0.58085, "time": 0.39999} {"mode": "train", "epoch": 30, "iter": 200, "lr": 0.02274, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.8675, "top5_acc": 0.99375, "loss_cls": 0.60572, "loss": 0.60572, "time": 0.213} {"mode": "train", "epoch": 30, "iter": 300, "lr": 0.02273, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.8875, "top5_acc": 0.99562, "loss_cls": 0.55047, "loss": 0.55047, "time": 0.21281} {"mode": "train", "epoch": 30, "iter": 400, "lr": 0.02272, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.86875, "top5_acc": 0.99188, "loss_cls": 0.63787, "loss": 0.63787, "time": 0.21432} {"mode": "train", "epoch": 30, "iter": 500, "lr": 0.02271, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.875, "top5_acc": 0.99438, "loss_cls": 0.60327, "loss": 0.60327, "time": 0.21268} {"mode": "train", "epoch": 30, "iter": 600, "lr": 0.02269, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.87688, "top5_acc": 0.99438, "loss_cls": 0.57453, "loss": 0.57453, "time": 0.21199} {"mode": "train", "epoch": 30, "iter": 700, "lr": 0.02268, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.86125, "top5_acc": 0.99375, "loss_cls": 0.62815, "loss": 0.62815, "time": 0.21327} {"mode": "train", "epoch": 30, "iter": 800, "lr": 0.02267, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.855, "top5_acc": 0.99312, "loss_cls": 0.65738, "loss": 0.65738, "time": 0.21229} {"mode": "train", "epoch": 30, "iter": 900, "lr": 0.02266, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.87875, "top5_acc": 0.99438, "loss_cls": 0.57951, "loss": 0.57951, "time": 0.21524} {"mode": "train", "epoch": 30, "iter": 1000, "lr": 0.02265, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.88375, "top5_acc": 0.995, "loss_cls": 0.55159, "loss": 0.55159, "time": 0.21014} {"mode": "train", "epoch": 30, "iter": 1100, "lr": 0.02263, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.86688, "top5_acc": 0.99562, "loss_cls": 0.61067, "loss": 0.61067, "time": 0.212} {"mode": "train", "epoch": 30, "iter": 1200, "lr": 0.02262, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.85875, "top5_acc": 0.99438, "loss_cls": 0.64455, "loss": 0.64455, "time": 0.21374} {"mode": "val", "epoch": 30, "iter": 533, "lr": 0.02261, "top1_acc": 0.84767, "top5_acc": 0.99096, "mean_class_accuracy": 0.79614} {"mode": "train", "epoch": 31, "iter": 100, "lr": 0.0226, "memory": 4120, "data_time": 0.2089, "top1_acc": 0.86938, "top5_acc": 0.99562, "loss_cls": 0.58758, "loss": 0.58758, "time": 0.43199} {"mode": "train", "epoch": 31, "iter": 200, "lr": 0.02259, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.885, "top5_acc": 0.99375, "loss_cls": 0.56558, "loss": 0.56558, "time": 0.22928} {"mode": "train", "epoch": 31, "iter": 300, "lr": 0.02258, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.87562, "top5_acc": 0.9975, "loss_cls": 0.6053, "loss": 0.6053, "time": 0.23242} {"mode": "train", "epoch": 31, "iter": 400, "lr": 0.02256, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.87125, "top5_acc": 0.9925, "loss_cls": 0.60247, "loss": 0.60247, "time": 0.23194} {"mode": "train", "epoch": 31, "iter": 500, "lr": 0.02255, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.86125, "top5_acc": 0.995, "loss_cls": 0.62346, "loss": 0.62346, "time": 0.23156} {"mode": "train", "epoch": 31, "iter": 600, "lr": 0.02254, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.87438, "top5_acc": 0.99438, "loss_cls": 0.56949, "loss": 0.56949, "time": 0.2291} {"mode": "train", "epoch": 31, "iter": 700, "lr": 0.02253, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.88188, "top5_acc": 0.995, "loss_cls": 0.57522, "loss": 0.57522, "time": 0.22034} {"mode": "train", "epoch": 31, "iter": 800, "lr": 0.02252, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.87188, "top5_acc": 0.995, "loss_cls": 0.5945, "loss": 0.5945, "time": 0.21252} {"mode": "train", "epoch": 31, "iter": 900, "lr": 0.0225, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.88062, "top5_acc": 0.995, "loss_cls": 0.57718, "loss": 0.57718, "time": 0.21013} {"mode": "train", "epoch": 31, "iter": 1000, "lr": 0.02249, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.85938, "top5_acc": 0.995, "loss_cls": 0.62589, "loss": 0.62589, "time": 0.21238} {"mode": "train", "epoch": 31, "iter": 1100, "lr": 0.02248, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.86812, "top5_acc": 0.99438, "loss_cls": 0.62366, "loss": 0.62366, "time": 0.21434} {"mode": "train", "epoch": 31, "iter": 1200, "lr": 0.02247, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.88625, "top5_acc": 0.995, "loss_cls": 0.53113, "loss": 0.53113, "time": 0.21313} {"mode": "val", "epoch": 31, "iter": 533, "lr": 0.02246, "top1_acc": 0.84028, "top5_acc": 0.99002, "mean_class_accuracy": 0.77555} {"mode": "train", "epoch": 32, "iter": 100, "lr": 0.02244, "memory": 4120, "data_time": 0.1802, "top1_acc": 0.87, "top5_acc": 0.99312, "loss_cls": 0.6095, "loss": 0.6095, "time": 0.39642} {"mode": "train", "epoch": 32, "iter": 200, "lr": 0.02243, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.88812, "top5_acc": 0.99625, "loss_cls": 0.5147, "loss": 0.5147, "time": 0.21098} {"mode": "train", "epoch": 32, "iter": 300, "lr": 0.02242, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.885, "top5_acc": 0.99625, "loss_cls": 0.54234, "loss": 0.54234, "time": 0.21524} {"mode": "train", "epoch": 32, "iter": 400, "lr": 0.02241, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.87875, "top5_acc": 0.99438, "loss_cls": 0.55231, "loss": 0.55231, "time": 0.21343} {"mode": "train", "epoch": 32, "iter": 500, "lr": 0.02239, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.8975, "top5_acc": 0.99562, "loss_cls": 0.52239, "loss": 0.52239, "time": 0.21238} {"mode": "train", "epoch": 32, "iter": 600, "lr": 0.02238, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.87688, "top5_acc": 0.99375, "loss_cls": 0.58875, "loss": 0.58875, "time": 0.21326} {"mode": "train", "epoch": 32, "iter": 700, "lr": 0.02237, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.86062, "top5_acc": 0.99125, "loss_cls": 0.64548, "loss": 0.64548, "time": 0.21179} {"mode": "train", "epoch": 32, "iter": 800, "lr": 0.02236, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.88312, "top5_acc": 0.99562, "loss_cls": 0.56132, "loss": 0.56132, "time": 0.21364} {"mode": "train", "epoch": 32, "iter": 900, "lr": 0.02234, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.86812, "top5_acc": 0.995, "loss_cls": 0.62915, "loss": 0.62915, "time": 0.21188} {"mode": "train", "epoch": 32, "iter": 1000, "lr": 0.02233, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.88438, "top5_acc": 0.995, "loss_cls": 0.54316, "loss": 0.54316, "time": 0.21302} {"mode": "train", "epoch": 32, "iter": 1100, "lr": 0.02232, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.86375, "top5_acc": 0.9925, "loss_cls": 0.64713, "loss": 0.64713, "time": 0.21075} {"mode": "train", "epoch": 32, "iter": 1200, "lr": 0.02231, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.87875, "top5_acc": 0.995, "loss_cls": 0.58484, "loss": 0.58484, "time": 0.21195} {"mode": "val", "epoch": 32, "iter": 533, "lr": 0.0223, "top1_acc": 0.85812, "top5_acc": 0.98897, "mean_class_accuracy": 0.81188} {"mode": "train", "epoch": 33, "iter": 100, "lr": 0.02228, "memory": 4120, "data_time": 0.1895, "top1_acc": 0.88812, "top5_acc": 0.99438, "loss_cls": 0.54863, "loss": 0.54863, "time": 0.40017} {"mode": "train", "epoch": 33, "iter": 200, "lr": 0.02227, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.88625, "top5_acc": 0.99562, "loss_cls": 0.55627, "loss": 0.55627, "time": 0.21179} {"mode": "train", "epoch": 33, "iter": 300, "lr": 0.02226, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.88188, "top5_acc": 0.99562, "loss_cls": 0.55074, "loss": 0.55074, "time": 0.21195} {"mode": "train", "epoch": 33, "iter": 400, "lr": 0.02225, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.87438, "top5_acc": 0.9975, "loss_cls": 0.59327, "loss": 0.59327, "time": 0.21366} {"mode": "train", "epoch": 33, "iter": 500, "lr": 0.02223, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.88438, "top5_acc": 0.99312, "loss_cls": 0.54256, "loss": 0.54256, "time": 0.21065} {"mode": "train", "epoch": 33, "iter": 600, "lr": 0.02222, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.865, "top5_acc": 0.99375, "loss_cls": 0.6124, "loss": 0.6124, "time": 0.21353} {"mode": "train", "epoch": 33, "iter": 700, "lr": 0.02221, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.87188, "top5_acc": 0.99688, "loss_cls": 0.58516, "loss": 0.58516, "time": 0.21279} {"mode": "train", "epoch": 33, "iter": 800, "lr": 0.02219, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.8775, "top5_acc": 0.99625, "loss_cls": 0.55962, "loss": 0.55962, "time": 0.21316} {"mode": "train", "epoch": 33, "iter": 900, "lr": 0.02218, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.88062, "top5_acc": 0.99625, "loss_cls": 0.56163, "loss": 0.56163, "time": 0.21309} {"mode": "train", "epoch": 33, "iter": 1000, "lr": 0.02217, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.88438, "top5_acc": 0.99688, "loss_cls": 0.5632, "loss": 0.5632, "time": 0.22404} {"mode": "train", "epoch": 33, "iter": 1100, "lr": 0.02216, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.87688, "top5_acc": 0.99438, "loss_cls": 0.60496, "loss": 0.60496, "time": 0.23005} {"mode": "train", "epoch": 33, "iter": 1200, "lr": 0.02214, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.87, "top5_acc": 0.9975, "loss_cls": 0.61057, "loss": 0.61057, "time": 0.22174} {"mode": "val", "epoch": 33, "iter": 533, "lr": 0.02213, "top1_acc": 0.79885, "top5_acc": 0.98369, "mean_class_accuracy": 0.7494} {"mode": "train", "epoch": 34, "iter": 100, "lr": 0.02212, "memory": 4120, "data_time": 0.21139, "top1_acc": 0.89188, "top5_acc": 0.99688, "loss_cls": 0.559, "loss": 0.559, "time": 0.42973} {"mode": "train", "epoch": 34, "iter": 200, "lr": 0.02211, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.87938, "top5_acc": 0.995, "loss_cls": 0.54754, "loss": 0.54754, "time": 0.21989} {"mode": "train", "epoch": 34, "iter": 300, "lr": 0.02209, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.86688, "top5_acc": 0.99688, "loss_cls": 0.61029, "loss": 0.61029, "time": 0.21207} {"mode": "train", "epoch": 34, "iter": 400, "lr": 0.02208, "memory": 4120, "data_time": 0.00111, "top1_acc": 0.87375, "top5_acc": 0.99562, "loss_cls": 0.56739, "loss": 0.56739, "time": 0.21255} {"mode": "train", "epoch": 34, "iter": 500, "lr": 0.02207, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.8875, "top5_acc": 0.99438, "loss_cls": 0.5265, "loss": 0.5265, "time": 0.21552} {"mode": "train", "epoch": 34, "iter": 600, "lr": 0.02205, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.87, "top5_acc": 0.99438, "loss_cls": 0.57923, "loss": 0.57923, "time": 0.21406} {"mode": "train", "epoch": 34, "iter": 700, "lr": 0.02204, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.87812, "top5_acc": 0.99688, "loss_cls": 0.54664, "loss": 0.54664, "time": 0.21143} {"mode": "train", "epoch": 34, "iter": 800, "lr": 0.02203, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.86562, "top5_acc": 0.99375, "loss_cls": 0.63641, "loss": 0.63641, "time": 0.22167} {"mode": "train", "epoch": 34, "iter": 900, "lr": 0.02201, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.87812, "top5_acc": 0.99438, "loss_cls": 0.59428, "loss": 0.59428, "time": 0.22434} {"mode": "train", "epoch": 34, "iter": 1000, "lr": 0.022, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.88438, "top5_acc": 0.99562, "loss_cls": 0.53303, "loss": 0.53303, "time": 0.22244} {"mode": "train", "epoch": 34, "iter": 1100, "lr": 0.02199, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.89062, "top5_acc": 0.995, "loss_cls": 0.54207, "loss": 0.54207, "time": 0.22294} {"mode": "train", "epoch": 34, "iter": 1200, "lr": 0.02197, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.87438, "top5_acc": 0.99188, "loss_cls": 0.62337, "loss": 0.62337, "time": 0.22292} {"mode": "val", "epoch": 34, "iter": 533, "lr": 0.02196, "top1_acc": 0.84028, "top5_acc": 0.99155, "mean_class_accuracy": 0.79914} {"mode": "train", "epoch": 35, "iter": 100, "lr": 0.02195, "memory": 4120, "data_time": 0.19815, "top1_acc": 0.87938, "top5_acc": 0.99688, "loss_cls": 0.55595, "loss": 0.55595, "time": 0.41113} {"mode": "train", "epoch": 35, "iter": 200, "lr": 0.02194, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.86625, "top5_acc": 0.99562, "loss_cls": 0.59334, "loss": 0.59334, "time": 0.21322} {"mode": "train", "epoch": 35, "iter": 300, "lr": 0.02192, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.88688, "top5_acc": 0.99375, "loss_cls": 0.54284, "loss": 0.54284, "time": 0.21305} {"mode": "train", "epoch": 35, "iter": 400, "lr": 0.02191, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.88688, "top5_acc": 0.99562, "loss_cls": 0.52421, "loss": 0.52421, "time": 0.22123} {"mode": "train", "epoch": 35, "iter": 500, "lr": 0.0219, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.895, "top5_acc": 0.99688, "loss_cls": 0.51506, "loss": 0.51506, "time": 0.2196} {"mode": "train", "epoch": 35, "iter": 600, "lr": 0.02188, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.88688, "top5_acc": 0.99375, "loss_cls": 0.55524, "loss": 0.55524, "time": 0.22155} {"mode": "train", "epoch": 35, "iter": 700, "lr": 0.02187, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.87188, "top5_acc": 0.99375, "loss_cls": 0.59866, "loss": 0.59866, "time": 0.21807} {"mode": "train", "epoch": 35, "iter": 800, "lr": 0.02185, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.86812, "top5_acc": 0.99438, "loss_cls": 0.61011, "loss": 0.61011, "time": 0.22071} {"mode": "train", "epoch": 35, "iter": 900, "lr": 0.02184, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.87375, "top5_acc": 0.995, "loss_cls": 0.59684, "loss": 0.59684, "time": 0.21891} {"mode": "train", "epoch": 35, "iter": 1000, "lr": 0.02183, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.87438, "top5_acc": 0.99188, "loss_cls": 0.58552, "loss": 0.58552, "time": 0.21664} {"mode": "train", "epoch": 35, "iter": 1100, "lr": 0.02181, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.88375, "top5_acc": 0.99438, "loss_cls": 0.55364, "loss": 0.55364, "time": 0.22381} {"mode": "train", "epoch": 35, "iter": 1200, "lr": 0.0218, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.88188, "top5_acc": 0.99625, "loss_cls": 0.56465, "loss": 0.56465, "time": 0.21551} {"mode": "val", "epoch": 35, "iter": 533, "lr": 0.02179, "top1_acc": 0.81622, "top5_acc": 0.98603, "mean_class_accuracy": 0.77749} {"mode": "train", "epoch": 36, "iter": 100, "lr": 0.02178, "memory": 4120, "data_time": 0.20729, "top1_acc": 0.89312, "top5_acc": 0.99562, "loss_cls": 0.52612, "loss": 0.52612, "time": 0.42824} {"mode": "train", "epoch": 36, "iter": 200, "lr": 0.02176, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.88125, "top5_acc": 0.99562, "loss_cls": 0.58048, "loss": 0.58048, "time": 0.21955} {"mode": "train", "epoch": 36, "iter": 300, "lr": 0.02175, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.89375, "top5_acc": 0.995, "loss_cls": 0.53216, "loss": 0.53216, "time": 0.21779} {"mode": "train", "epoch": 36, "iter": 400, "lr": 0.02173, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.87875, "top5_acc": 0.99438, "loss_cls": 0.59677, "loss": 0.59677, "time": 0.2189} {"mode": "train", "epoch": 36, "iter": 500, "lr": 0.02172, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.87375, "top5_acc": 0.99625, "loss_cls": 0.54477, "loss": 0.54477, "time": 0.22086} {"mode": "train", "epoch": 36, "iter": 600, "lr": 0.02171, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.88438, "top5_acc": 0.995, "loss_cls": 0.57035, "loss": 0.57035, "time": 0.2201} {"mode": "train", "epoch": 36, "iter": 700, "lr": 0.02169, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.89062, "top5_acc": 0.9975, "loss_cls": 0.53652, "loss": 0.53652, "time": 0.22294} {"mode": "train", "epoch": 36, "iter": 800, "lr": 0.02168, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.8725, "top5_acc": 0.99562, "loss_cls": 0.58375, "loss": 0.58375, "time": 0.21856} {"mode": "train", "epoch": 36, "iter": 900, "lr": 0.02167, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.885, "top5_acc": 0.99438, "loss_cls": 0.54493, "loss": 0.54493, "time": 0.21348} {"mode": "train", "epoch": 36, "iter": 1000, "lr": 0.02165, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.875, "top5_acc": 0.99562, "loss_cls": 0.58958, "loss": 0.58958, "time": 0.2138} {"mode": "train", "epoch": 36, "iter": 1100, "lr": 0.02164, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.87562, "top5_acc": 0.9925, "loss_cls": 0.59156, "loss": 0.59156, "time": 0.21413} {"mode": "train", "epoch": 36, "iter": 1200, "lr": 0.02162, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.8925, "top5_acc": 0.99438, "loss_cls": 0.52116, "loss": 0.52116, "time": 0.22236} {"mode": "val", "epoch": 36, "iter": 533, "lr": 0.02161, "top1_acc": 0.83124, "top5_acc": 0.98733, "mean_class_accuracy": 0.76995} {"mode": "train", "epoch": 37, "iter": 100, "lr": 0.0216, "memory": 4120, "data_time": 0.20821, "top1_acc": 0.88438, "top5_acc": 0.99375, "loss_cls": 0.54837, "loss": 0.54837, "time": 0.42579} {"mode": "train", "epoch": 37, "iter": 200, "lr": 0.02158, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.89125, "top5_acc": 0.99625, "loss_cls": 0.489, "loss": 0.489, "time": 0.21907} {"mode": "train", "epoch": 37, "iter": 300, "lr": 0.02157, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.90125, "top5_acc": 0.99562, "loss_cls": 0.49718, "loss": 0.49718, "time": 0.22073} {"mode": "train", "epoch": 37, "iter": 400, "lr": 0.02156, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.8575, "top5_acc": 0.995, "loss_cls": 0.64133, "loss": 0.64133, "time": 0.21877} {"mode": "train", "epoch": 37, "iter": 500, "lr": 0.02154, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.87688, "top5_acc": 0.9975, "loss_cls": 0.57373, "loss": 0.57373, "time": 0.21122} {"mode": "train", "epoch": 37, "iter": 600, "lr": 0.02153, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.88125, "top5_acc": 0.99375, "loss_cls": 0.55746, "loss": 0.55746, "time": 0.21354} {"mode": "train", "epoch": 37, "iter": 700, "lr": 0.02151, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.86688, "top5_acc": 0.99125, "loss_cls": 0.60001, "loss": 0.60001, "time": 0.21582} {"mode": "train", "epoch": 37, "iter": 800, "lr": 0.0215, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.885, "top5_acc": 0.99438, "loss_cls": 0.53923, "loss": 0.53923, "time": 0.2192} {"mode": "train", "epoch": 37, "iter": 900, "lr": 0.02149, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.88688, "top5_acc": 0.99875, "loss_cls": 0.53224, "loss": 0.53224, "time": 0.22184} {"mode": "train", "epoch": 37, "iter": 1000, "lr": 0.02147, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.88688, "top5_acc": 0.99875, "loss_cls": 0.52352, "loss": 0.52352, "time": 0.22135} {"mode": "train", "epoch": 37, "iter": 1100, "lr": 0.02146, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.87688, "top5_acc": 0.995, "loss_cls": 0.57448, "loss": 0.57448, "time": 0.2188} {"mode": "train", "epoch": 37, "iter": 1200, "lr": 0.02144, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.86438, "top5_acc": 0.99438, "loss_cls": 0.63267, "loss": 0.63267, "time": 0.21956} {"mode": "val", "epoch": 37, "iter": 533, "lr": 0.02143, "top1_acc": 0.87666, "top5_acc": 0.99272, "mean_class_accuracy": 0.83344} {"mode": "train", "epoch": 38, "iter": 100, "lr": 0.02142, "memory": 4120, "data_time": 0.19951, "top1_acc": 0.91375, "top5_acc": 0.99875, "loss_cls": 0.4265, "loss": 0.4265, "time": 0.41363} {"mode": "train", "epoch": 38, "iter": 200, "lr": 0.0214, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.90438, "top5_acc": 0.99875, "loss_cls": 0.46182, "loss": 0.46182, "time": 0.21073} {"mode": "train", "epoch": 38, "iter": 300, "lr": 0.02139, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.89625, "top5_acc": 0.99562, "loss_cls": 0.52863, "loss": 0.52863, "time": 0.21397} {"mode": "train", "epoch": 38, "iter": 400, "lr": 0.02137, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.87438, "top5_acc": 0.99125, "loss_cls": 0.60351, "loss": 0.60351, "time": 0.22099} {"mode": "train", "epoch": 38, "iter": 500, "lr": 0.02136, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.89875, "top5_acc": 0.9925, "loss_cls": 0.52874, "loss": 0.52874, "time": 0.21988} {"mode": "train", "epoch": 38, "iter": 600, "lr": 0.02134, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.89562, "top5_acc": 0.99625, "loss_cls": 0.5105, "loss": 0.5105, "time": 0.21962} {"mode": "train", "epoch": 38, "iter": 700, "lr": 0.02133, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.89125, "top5_acc": 0.99688, "loss_cls": 0.51424, "loss": 0.51424, "time": 0.22226} {"mode": "train", "epoch": 38, "iter": 800, "lr": 0.02132, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.89, "top5_acc": 0.99562, "loss_cls": 0.53511, "loss": 0.53511, "time": 0.22023} {"mode": "train", "epoch": 38, "iter": 900, "lr": 0.0213, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.88812, "top5_acc": 0.995, "loss_cls": 0.53877, "loss": 0.53877, "time": 0.21867} {"mode": "train", "epoch": 38, "iter": 1000, "lr": 0.02129, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.86812, "top5_acc": 0.99375, "loss_cls": 0.61229, "loss": 0.61229, "time": 0.21982} {"mode": "train", "epoch": 38, "iter": 1100, "lr": 0.02127, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.88, "top5_acc": 0.9975, "loss_cls": 0.56629, "loss": 0.56629, "time": 0.21888} {"mode": "train", "epoch": 38, "iter": 1200, "lr": 0.02126, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.88625, "top5_acc": 0.99438, "loss_cls": 0.5447, "loss": 0.5447, "time": 0.21808} {"mode": "val", "epoch": 38, "iter": 533, "lr": 0.02125, "top1_acc": 0.84673, "top5_acc": 0.99096, "mean_class_accuracy": 0.80733} {"mode": "train", "epoch": 39, "iter": 100, "lr": 0.02123, "memory": 4120, "data_time": 0.20415, "top1_acc": 0.90562, "top5_acc": 0.99625, "loss_cls": 0.47948, "loss": 0.47948, "time": 0.42339} {"mode": "train", "epoch": 39, "iter": 200, "lr": 0.02122, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.88938, "top5_acc": 0.99812, "loss_cls": 0.5386, "loss": 0.5386, "time": 0.21959} {"mode": "train", "epoch": 39, "iter": 300, "lr": 0.0212, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.89312, "top5_acc": 0.99312, "loss_cls": 0.53245, "loss": 0.53245, "time": 0.22114} {"mode": "train", "epoch": 39, "iter": 400, "lr": 0.02119, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.9025, "top5_acc": 0.995, "loss_cls": 0.46993, "loss": 0.46993, "time": 0.21906} {"mode": "train", "epoch": 39, "iter": 500, "lr": 0.02117, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.90188, "top5_acc": 0.9975, "loss_cls": 0.51778, "loss": 0.51778, "time": 0.21778} {"mode": "train", "epoch": 39, "iter": 600, "lr": 0.02116, "memory": 4120, "data_time": 0.00112, "top1_acc": 0.88625, "top5_acc": 0.99875, "loss_cls": 0.53072, "loss": 0.53072, "time": 0.21974} {"mode": "train", "epoch": 39, "iter": 700, "lr": 0.02114, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.88438, "top5_acc": 0.99688, "loss_cls": 0.55642, "loss": 0.55642, "time": 0.21975} {"mode": "train", "epoch": 39, "iter": 800, "lr": 0.02113, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.88312, "top5_acc": 0.99562, "loss_cls": 0.5699, "loss": 0.5699, "time": 0.21935} {"mode": "train", "epoch": 39, "iter": 900, "lr": 0.02111, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.87812, "top5_acc": 0.995, "loss_cls": 0.53305, "loss": 0.53305, "time": 0.21398} {"mode": "train", "epoch": 39, "iter": 1000, "lr": 0.0211, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.89125, "top5_acc": 0.99562, "loss_cls": 0.51719, "loss": 0.51719, "time": 0.21191} {"mode": "train", "epoch": 39, "iter": 1100, "lr": 0.02108, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.8825, "top5_acc": 0.99562, "loss_cls": 0.54714, "loss": 0.54714, "time": 0.21101} {"mode": "train", "epoch": 39, "iter": 1200, "lr": 0.02107, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.88375, "top5_acc": 0.99062, "loss_cls": 0.55761, "loss": 0.55761, "time": 0.21997} {"mode": "val", "epoch": 39, "iter": 533, "lr": 0.02106, "top1_acc": 0.83629, "top5_acc": 0.98873, "mean_class_accuracy": 0.78629} {"mode": "train", "epoch": 40, "iter": 100, "lr": 0.02104, "memory": 4120, "data_time": 0.20567, "top1_acc": 0.87688, "top5_acc": 0.99688, "loss_cls": 0.55448, "loss": 0.55448, "time": 0.42878} {"mode": "train", "epoch": 40, "iter": 200, "lr": 0.02103, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.90125, "top5_acc": 0.99812, "loss_cls": 0.48022, "loss": 0.48022, "time": 0.22011} {"mode": "train", "epoch": 40, "iter": 300, "lr": 0.02101, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.90438, "top5_acc": 0.99625, "loss_cls": 0.48248, "loss": 0.48248, "time": 0.22019} {"mode": "train", "epoch": 40, "iter": 400, "lr": 0.021, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.89688, "top5_acc": 0.995, "loss_cls": 0.47692, "loss": 0.47692, "time": 0.21318} {"mode": "train", "epoch": 40, "iter": 500, "lr": 0.02098, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.91062, "top5_acc": 0.99562, "loss_cls": 0.47279, "loss": 0.47279, "time": 0.21258} {"mode": "train", "epoch": 40, "iter": 600, "lr": 0.02097, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.9, "top5_acc": 0.9975, "loss_cls": 0.47555, "loss": 0.47555, "time": 0.21325} {"mode": "train", "epoch": 40, "iter": 700, "lr": 0.02095, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.875, "top5_acc": 0.995, "loss_cls": 0.56344, "loss": 0.56344, "time": 0.2205} {"mode": "train", "epoch": 40, "iter": 800, "lr": 0.02094, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.89875, "top5_acc": 0.99688, "loss_cls": 0.4731, "loss": 0.4731, "time": 0.21939} {"mode": "train", "epoch": 40, "iter": 900, "lr": 0.02092, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.89625, "top5_acc": 0.99562, "loss_cls": 0.49288, "loss": 0.49288, "time": 0.21882} {"mode": "train", "epoch": 40, "iter": 1000, "lr": 0.02091, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.87312, "top5_acc": 0.99375, "loss_cls": 0.58498, "loss": 0.58498, "time": 0.2208} {"mode": "train", "epoch": 40, "iter": 1100, "lr": 0.02089, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.87812, "top5_acc": 0.99438, "loss_cls": 0.57927, "loss": 0.57927, "time": 0.22076} {"mode": "train", "epoch": 40, "iter": 1200, "lr": 0.02088, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.88062, "top5_acc": 0.99375, "loss_cls": 0.54325, "loss": 0.54325, "time": 0.22185} {"mode": "val", "epoch": 40, "iter": 533, "lr": 0.02086, "top1_acc": 0.8195, "top5_acc": 0.98216, "mean_class_accuracy": 0.77202} {"mode": "train", "epoch": 41, "iter": 100, "lr": 0.02085, "memory": 4120, "data_time": 0.19651, "top1_acc": 0.89438, "top5_acc": 0.99438, "loss_cls": 0.50797, "loss": 0.50797, "time": 0.41068} {"mode": "train", "epoch": 41, "iter": 200, "lr": 0.02083, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.8875, "top5_acc": 0.99625, "loss_cls": 0.53526, "loss": 0.53526, "time": 0.21898} {"mode": "train", "epoch": 41, "iter": 300, "lr": 0.02082, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.89062, "top5_acc": 0.9975, "loss_cls": 0.51942, "loss": 0.51942, "time": 0.22235} {"mode": "train", "epoch": 41, "iter": 400, "lr": 0.0208, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.90062, "top5_acc": 0.99688, "loss_cls": 0.51342, "loss": 0.51342, "time": 0.22034} {"mode": "train", "epoch": 41, "iter": 500, "lr": 0.02079, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.8825, "top5_acc": 0.99688, "loss_cls": 0.53829, "loss": 0.53829, "time": 0.21973} {"mode": "train", "epoch": 41, "iter": 600, "lr": 0.02077, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.88375, "top5_acc": 0.99688, "loss_cls": 0.56891, "loss": 0.56891, "time": 0.2182} {"mode": "train", "epoch": 41, "iter": 700, "lr": 0.02076, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.87875, "top5_acc": 0.995, "loss_cls": 0.56353, "loss": 0.56353, "time": 0.21925} {"mode": "train", "epoch": 41, "iter": 800, "lr": 0.02074, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.88438, "top5_acc": 0.99562, "loss_cls": 0.52978, "loss": 0.52978, "time": 0.21812} {"mode": "train", "epoch": 41, "iter": 900, "lr": 0.02073, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.88375, "top5_acc": 0.99688, "loss_cls": 0.53647, "loss": 0.53647, "time": 0.22062} {"mode": "train", "epoch": 41, "iter": 1000, "lr": 0.02071, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.89188, "top5_acc": 0.99625, "loss_cls": 0.51132, "loss": 0.51132, "time": 0.21684} {"mode": "train", "epoch": 41, "iter": 1100, "lr": 0.0207, "memory": 4120, "data_time": 0.00086, "top1_acc": 0.90188, "top5_acc": 0.99562, "loss_cls": 0.47285, "loss": 0.47285, "time": 0.21343} {"mode": "train", "epoch": 41, "iter": 1200, "lr": 0.02068, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.89625, "top5_acc": 0.9975, "loss_cls": 0.50591, "loss": 0.50591, "time": 0.20984} {"mode": "val", "epoch": 41, "iter": 533, "lr": 0.02067, "top1_acc": 0.83992, "top5_acc": 0.98615, "mean_class_accuracy": 0.78208} {"mode": "train", "epoch": 42, "iter": 100, "lr": 0.02065, "memory": 4120, "data_time": 0.20708, "top1_acc": 0.86125, "top5_acc": 0.99562, "loss_cls": 0.61941, "loss": 0.61941, "time": 0.4266} {"mode": "train", "epoch": 42, "iter": 200, "lr": 0.02064, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.91062, "top5_acc": 0.99812, "loss_cls": 0.4262, "loss": 0.4262, "time": 0.21822} {"mode": "train", "epoch": 42, "iter": 300, "lr": 0.02062, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.89, "top5_acc": 0.99688, "loss_cls": 0.49685, "loss": 0.49685, "time": 0.21791} {"mode": "train", "epoch": 42, "iter": 400, "lr": 0.02061, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.89938, "top5_acc": 0.99438, "loss_cls": 0.49852, "loss": 0.49852, "time": 0.21714} {"mode": "train", "epoch": 42, "iter": 500, "lr": 0.02059, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.89125, "top5_acc": 0.99688, "loss_cls": 0.48526, "loss": 0.48526, "time": 0.21818} {"mode": "train", "epoch": 42, "iter": 600, "lr": 0.02057, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.90812, "top5_acc": 0.99812, "loss_cls": 0.46951, "loss": 0.46951, "time": 0.21483} {"mode": "train", "epoch": 42, "iter": 700, "lr": 0.02056, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.895, "top5_acc": 0.99625, "loss_cls": 0.49379, "loss": 0.49379, "time": 0.21324} {"mode": "train", "epoch": 42, "iter": 800, "lr": 0.02054, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.8875, "top5_acc": 0.99562, "loss_cls": 0.5382, "loss": 0.5382, "time": 0.21207} {"mode": "train", "epoch": 42, "iter": 900, "lr": 0.02053, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.8975, "top5_acc": 0.99312, "loss_cls": 0.48876, "loss": 0.48876, "time": 0.21796} {"mode": "train", "epoch": 42, "iter": 1000, "lr": 0.02051, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.8875, "top5_acc": 0.99438, "loss_cls": 0.51339, "loss": 0.51339, "time": 0.2214} {"mode": "train", "epoch": 42, "iter": 1100, "lr": 0.0205, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.88062, "top5_acc": 0.99438, "loss_cls": 0.59514, "loss": 0.59514, "time": 0.21678} {"mode": "train", "epoch": 42, "iter": 1200, "lr": 0.02048, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.89, "top5_acc": 0.99438, "loss_cls": 0.5561, "loss": 0.5561, "time": 0.21911} {"mode": "val", "epoch": 42, "iter": 533, "lr": 0.02047, "top1_acc": 0.84908, "top5_acc": 0.9919, "mean_class_accuracy": 0.79737} {"mode": "train", "epoch": 43, "iter": 100, "lr": 0.02045, "memory": 4120, "data_time": 0.20421, "top1_acc": 0.91062, "top5_acc": 0.99875, "loss_cls": 0.45287, "loss": 0.45287, "time": 0.4247} {"mode": "train", "epoch": 43, "iter": 200, "lr": 0.02044, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.91062, "top5_acc": 0.99688, "loss_cls": 0.46879, "loss": 0.46879, "time": 0.21102} {"mode": "train", "epoch": 43, "iter": 300, "lr": 0.02042, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.88938, "top5_acc": 0.99688, "loss_cls": 0.49699, "loss": 0.49699, "time": 0.21139} {"mode": "train", "epoch": 43, "iter": 400, "lr": 0.0204, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.89375, "top5_acc": 0.9975, "loss_cls": 0.49475, "loss": 0.49475, "time": 0.21291} {"mode": "train", "epoch": 43, "iter": 500, "lr": 0.02039, "memory": 4120, "data_time": 0.00103, "top1_acc": 0.905, "top5_acc": 0.99625, "loss_cls": 0.48347, "loss": 0.48347, "time": 0.22053} {"mode": "train", "epoch": 43, "iter": 600, "lr": 0.02037, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.9025, "top5_acc": 0.9975, "loss_cls": 0.48554, "loss": 0.48554, "time": 0.21902} {"mode": "train", "epoch": 43, "iter": 700, "lr": 0.02036, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.90062, "top5_acc": 0.99312, "loss_cls": 0.49074, "loss": 0.49074, "time": 0.22099} {"mode": "train", "epoch": 43, "iter": 800, "lr": 0.02034, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.91062, "top5_acc": 0.99688, "loss_cls": 0.45094, "loss": 0.45094, "time": 0.22071} {"mode": "train", "epoch": 43, "iter": 900, "lr": 0.02033, "memory": 4120, "data_time": 0.00092, "top1_acc": 0.89812, "top5_acc": 0.99438, "loss_cls": 0.52187, "loss": 0.52187, "time": 0.21946} {"mode": "train", "epoch": 43, "iter": 1000, "lr": 0.02031, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.88562, "top5_acc": 0.9975, "loss_cls": 0.52586, "loss": 0.52586, "time": 0.21813} {"mode": "train", "epoch": 43, "iter": 1100, "lr": 0.02029, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.88688, "top5_acc": 0.99375, "loss_cls": 0.52415, "loss": 0.52415, "time": 0.21971} {"mode": "train", "epoch": 43, "iter": 1200, "lr": 0.02028, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.87375, "top5_acc": 0.99562, "loss_cls": 0.58855, "loss": 0.58855, "time": 0.21584} {"mode": "val", "epoch": 43, "iter": 533, "lr": 0.02026, "top1_acc": 0.85342, "top5_acc": 0.98991, "mean_class_accuracy": 0.79539} {"mode": "train", "epoch": 44, "iter": 100, "lr": 0.02025, "memory": 4120, "data_time": 0.20066, "top1_acc": 0.90688, "top5_acc": 0.99812, "loss_cls": 0.45278, "loss": 0.45278, "time": 0.42095} {"mode": "train", "epoch": 44, "iter": 200, "lr": 0.02023, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.90312, "top5_acc": 0.99562, "loss_cls": 0.50249, "loss": 0.50249, "time": 0.21671} {"mode": "train", "epoch": 44, "iter": 300, "lr": 0.02022, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.89375, "top5_acc": 0.9975, "loss_cls": 0.51242, "loss": 0.51242, "time": 0.22017} {"mode": "train", "epoch": 44, "iter": 400, "lr": 0.0202, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.88625, "top5_acc": 0.99562, "loss_cls": 0.52543, "loss": 0.52543, "time": 0.22116} {"mode": "train", "epoch": 44, "iter": 500, "lr": 0.02018, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.8975, "top5_acc": 0.99562, "loss_cls": 0.48906, "loss": 0.48906, "time": 0.22231} {"mode": "train", "epoch": 44, "iter": 600, "lr": 0.02017, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.89812, "top5_acc": 0.99875, "loss_cls": 0.45979, "loss": 0.45979, "time": 0.2234} {"mode": "train", "epoch": 44, "iter": 700, "lr": 0.02015, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.87875, "top5_acc": 0.99312, "loss_cls": 0.56122, "loss": 0.56122, "time": 0.21735} {"mode": "train", "epoch": 44, "iter": 800, "lr": 0.02014, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.89062, "top5_acc": 0.99562, "loss_cls": 0.50766, "loss": 0.50766, "time": 0.21262} {"mode": "train", "epoch": 44, "iter": 900, "lr": 0.02012, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.88, "top5_acc": 0.99125, "loss_cls": 0.54858, "loss": 0.54858, "time": 0.21287} {"mode": "train", "epoch": 44, "iter": 1000, "lr": 0.0201, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.88188, "top5_acc": 0.995, "loss_cls": 0.58081, "loss": 0.58081, "time": 0.21158} {"mode": "train", "epoch": 44, "iter": 1100, "lr": 0.02009, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.88562, "top5_acc": 0.99625, "loss_cls": 0.53819, "loss": 0.53819, "time": 0.21735} {"mode": "train", "epoch": 44, "iter": 1200, "lr": 0.02007, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.8975, "top5_acc": 0.99625, "loss_cls": 0.52453, "loss": 0.52453, "time": 0.21848} {"mode": "val", "epoch": 44, "iter": 533, "lr": 0.02006, "top1_acc": 0.84274, "top5_acc": 0.98873, "mean_class_accuracy": 0.79444} {"mode": "train", "epoch": 45, "iter": 100, "lr": 0.02004, "memory": 4120, "data_time": 0.20985, "top1_acc": 0.9, "top5_acc": 0.99938, "loss_cls": 0.44288, "loss": 0.44288, "time": 0.43158} {"mode": "train", "epoch": 45, "iter": 200, "lr": 0.02003, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.91062, "top5_acc": 0.9975, "loss_cls": 0.44493, "loss": 0.44493, "time": 0.21934} {"mode": "train", "epoch": 45, "iter": 300, "lr": 0.02001, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.88875, "top5_acc": 0.995, "loss_cls": 0.50409, "loss": 0.50409, "time": 0.21664} {"mode": "train", "epoch": 45, "iter": 400, "lr": 0.01999, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.90875, "top5_acc": 0.995, "loss_cls": 0.4495, "loss": 0.4495, "time": 0.2143} {"mode": "train", "epoch": 45, "iter": 500, "lr": 0.01998, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.8975, "top5_acc": 0.99562, "loss_cls": 0.48797, "loss": 0.48797, "time": 0.21329} {"mode": "train", "epoch": 45, "iter": 600, "lr": 0.01996, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.90438, "top5_acc": 0.995, "loss_cls": 0.48739, "loss": 0.48739, "time": 0.20983} {"mode": "train", "epoch": 45, "iter": 700, "lr": 0.01994, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.885, "top5_acc": 0.99375, "loss_cls": 0.55216, "loss": 0.55216, "time": 0.21925} {"mode": "train", "epoch": 45, "iter": 800, "lr": 0.01993, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.90438, "top5_acc": 0.99812, "loss_cls": 0.4732, "loss": 0.4732, "time": 0.22123} {"mode": "train", "epoch": 45, "iter": 900, "lr": 0.01991, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.885, "top5_acc": 0.99562, "loss_cls": 0.53301, "loss": 0.53301, "time": 0.22065} {"mode": "train", "epoch": 45, "iter": 1000, "lr": 0.01989, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.895, "top5_acc": 0.99625, "loss_cls": 0.51373, "loss": 0.51373, "time": 0.21857} {"mode": "train", "epoch": 45, "iter": 1100, "lr": 0.01988, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.89188, "top5_acc": 0.99438, "loss_cls": 0.53401, "loss": 0.53401, "time": 0.2212} {"mode": "train", "epoch": 45, "iter": 1200, "lr": 0.01986, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.87438, "top5_acc": 0.99375, "loss_cls": 0.55884, "loss": 0.55884, "time": 0.21963} {"mode": "val", "epoch": 45, "iter": 533, "lr": 0.01985, "top1_acc": 0.85389, "top5_acc": 0.98967, "mean_class_accuracy": 0.7885} {"mode": "train", "epoch": 46, "iter": 100, "lr": 0.01983, "memory": 4120, "data_time": 0.18965, "top1_acc": 0.91062, "top5_acc": 0.99812, "loss_cls": 0.4289, "loss": 0.4289, "time": 0.40522} {"mode": "train", "epoch": 46, "iter": 200, "lr": 0.01981, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.90375, "top5_acc": 0.99812, "loss_cls": 0.45552, "loss": 0.45552, "time": 0.21119} {"mode": "train", "epoch": 46, "iter": 300, "lr": 0.0198, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.90938, "top5_acc": 0.99812, "loss_cls": 0.45869, "loss": 0.45869, "time": 0.2174} {"mode": "train", "epoch": 46, "iter": 400, "lr": 0.01978, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.8875, "top5_acc": 0.99625, "loss_cls": 0.54375, "loss": 0.54375, "time": 0.21969} {"mode": "train", "epoch": 46, "iter": 500, "lr": 0.01976, "memory": 4120, "data_time": 0.00102, "top1_acc": 0.89438, "top5_acc": 0.995, "loss_cls": 0.50675, "loss": 0.50675, "time": 0.21912} {"mode": "train", "epoch": 46, "iter": 600, "lr": 0.01975, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.89688, "top5_acc": 0.99438, "loss_cls": 0.50741, "loss": 0.50741, "time": 0.21843} {"mode": "train", "epoch": 46, "iter": 700, "lr": 0.01973, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.89688, "top5_acc": 0.9975, "loss_cls": 0.52517, "loss": 0.52517, "time": 0.22115} {"mode": "train", "epoch": 46, "iter": 800, "lr": 0.01971, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.89188, "top5_acc": 0.99562, "loss_cls": 0.50329, "loss": 0.50329, "time": 0.21964} {"mode": "train", "epoch": 46, "iter": 900, "lr": 0.0197, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.88875, "top5_acc": 0.99312, "loss_cls": 0.51553, "loss": 0.51553, "time": 0.22014} {"mode": "train", "epoch": 46, "iter": 1000, "lr": 0.01968, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.89562, "top5_acc": 0.995, "loss_cls": 0.52909, "loss": 0.52909, "time": 0.22105} {"mode": "train", "epoch": 46, "iter": 1100, "lr": 0.01966, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.90562, "top5_acc": 0.99688, "loss_cls": 0.43759, "loss": 0.43759, "time": 0.21508} {"mode": "train", "epoch": 46, "iter": 1200, "lr": 0.01965, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.90375, "top5_acc": 0.99688, "loss_cls": 0.44716, "loss": 0.44716, "time": 0.21524} {"mode": "val", "epoch": 46, "iter": 533, "lr": 0.01963, "top1_acc": 0.8377, "top5_acc": 0.98697, "mean_class_accuracy": 0.79865} {"mode": "train", "epoch": 47, "iter": 100, "lr": 0.01962, "memory": 4120, "data_time": 0.22077, "top1_acc": 0.8975, "top5_acc": 0.99812, "loss_cls": 0.4512, "loss": 0.4512, "time": 0.4396} {"mode": "train", "epoch": 47, "iter": 200, "lr": 0.0196, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.90562, "top5_acc": 0.99562, "loss_cls": 0.48558, "loss": 0.48558, "time": 0.21897} {"mode": "train", "epoch": 47, "iter": 300, "lr": 0.01958, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.89562, "top5_acc": 0.99625, "loss_cls": 0.44965, "loss": 0.44965, "time": 0.22091} {"mode": "train", "epoch": 47, "iter": 400, "lr": 0.01957, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.8975, "top5_acc": 0.9975, "loss_cls": 0.46042, "loss": 0.46042, "time": 0.21743} {"mode": "train", "epoch": 47, "iter": 500, "lr": 0.01955, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.90875, "top5_acc": 0.9975, "loss_cls": 0.44718, "loss": 0.44718, "time": 0.21864} {"mode": "train", "epoch": 47, "iter": 600, "lr": 0.01953, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.91125, "top5_acc": 0.99875, "loss_cls": 0.43859, "loss": 0.43859, "time": 0.21413} {"mode": "train", "epoch": 47, "iter": 700, "lr": 0.01952, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.90562, "top5_acc": 0.9975, "loss_cls": 0.43824, "loss": 0.43824, "time": 0.21278} {"mode": "train", "epoch": 47, "iter": 800, "lr": 0.0195, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.88188, "top5_acc": 0.99688, "loss_cls": 0.52664, "loss": 0.52664, "time": 0.21278} {"mode": "train", "epoch": 47, "iter": 900, "lr": 0.01948, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.8875, "top5_acc": 0.99562, "loss_cls": 0.5237, "loss": 0.5237, "time": 0.2195} {"mode": "train", "epoch": 47, "iter": 1000, "lr": 0.01947, "memory": 4120, "data_time": 0.00107, "top1_acc": 0.88375, "top5_acc": 0.9925, "loss_cls": 0.54759, "loss": 0.54759, "time": 0.22287} {"mode": "train", "epoch": 47, "iter": 1100, "lr": 0.01945, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.9, "top5_acc": 0.99562, "loss_cls": 0.48537, "loss": 0.48537, "time": 0.21787} {"mode": "train", "epoch": 47, "iter": 1200, "lr": 0.01943, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.89875, "top5_acc": 0.99812, "loss_cls": 0.49762, "loss": 0.49762, "time": 0.21846} {"mode": "val", "epoch": 47, "iter": 533, "lr": 0.01942, "top1_acc": 0.85413, "top5_acc": 0.99132, "mean_class_accuracy": 0.81164} {"mode": "train", "epoch": 48, "iter": 100, "lr": 0.0194, "memory": 4120, "data_time": 0.19928, "top1_acc": 0.89062, "top5_acc": 0.99562, "loss_cls": 0.50232, "loss": 0.50232, "time": 0.41105} {"mode": "train", "epoch": 48, "iter": 200, "lr": 0.01938, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.90375, "top5_acc": 0.99812, "loss_cls": 0.47334, "loss": 0.47334, "time": 0.21117} {"mode": "train", "epoch": 48, "iter": 300, "lr": 0.01937, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.8875, "top5_acc": 0.99688, "loss_cls": 0.50844, "loss": 0.50844, "time": 0.21542} {"mode": "train", "epoch": 48, "iter": 400, "lr": 0.01935, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.90062, "top5_acc": 0.9975, "loss_cls": 0.48276, "loss": 0.48276, "time": 0.21788} {"mode": "train", "epoch": 48, "iter": 500, "lr": 0.01933, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.89, "top5_acc": 0.99938, "loss_cls": 0.48843, "loss": 0.48843, "time": 0.2168} {"mode": "train", "epoch": 48, "iter": 600, "lr": 0.01932, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.895, "top5_acc": 0.99625, "loss_cls": 0.51844, "loss": 0.51844, "time": 0.22143} {"mode": "train", "epoch": 48, "iter": 700, "lr": 0.0193, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.88938, "top5_acc": 0.99812, "loss_cls": 0.49776, "loss": 0.49776, "time": 0.22284} {"mode": "train", "epoch": 48, "iter": 800, "lr": 0.01928, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.88875, "top5_acc": 0.99312, "loss_cls": 0.51869, "loss": 0.51869, "time": 0.21692} {"mode": "train", "epoch": 48, "iter": 900, "lr": 0.01926, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.90625, "top5_acc": 0.99875, "loss_cls": 0.44405, "loss": 0.44405, "time": 0.21623} {"mode": "train", "epoch": 48, "iter": 1000, "lr": 0.01925, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.90062, "top5_acc": 0.9975, "loss_cls": 0.48004, "loss": 0.48004, "time": 0.21948} {"mode": "train", "epoch": 48, "iter": 1100, "lr": 0.01923, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.9, "top5_acc": 0.99688, "loss_cls": 0.48742, "loss": 0.48742, "time": 0.21863} {"mode": "train", "epoch": 48, "iter": 1200, "lr": 0.01921, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.90312, "top5_acc": 0.99375, "loss_cls": 0.48322, "loss": 0.48322, "time": 0.21531} {"mode": "val", "epoch": 48, "iter": 533, "lr": 0.0192, "top1_acc": 0.84638, "top5_acc": 0.99132, "mean_class_accuracy": 0.79211} {"mode": "train", "epoch": 49, "iter": 100, "lr": 0.01918, "memory": 4120, "data_time": 0.20082, "top1_acc": 0.92312, "top5_acc": 0.99812, "loss_cls": 0.42307, "loss": 0.42307, "time": 0.41822} {"mode": "train", "epoch": 49, "iter": 200, "lr": 0.01916, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.91375, "top5_acc": 1.0, "loss_cls": 0.39647, "loss": 0.39647, "time": 0.21783} {"mode": "train", "epoch": 49, "iter": 300, "lr": 0.01915, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.89938, "top5_acc": 0.9975, "loss_cls": 0.46608, "loss": 0.46608, "time": 0.21877} {"mode": "train", "epoch": 49, "iter": 400, "lr": 0.01913, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.90438, "top5_acc": 0.99875, "loss_cls": 0.48939, "loss": 0.48939, "time": 0.21645} {"mode": "train", "epoch": 49, "iter": 500, "lr": 0.01911, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.90562, "top5_acc": 0.9975, "loss_cls": 0.46875, "loss": 0.46875, "time": 0.22259} {"mode": "train", "epoch": 49, "iter": 600, "lr": 0.01909, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.89438, "top5_acc": 0.9975, "loss_cls": 0.48486, "loss": 0.48486, "time": 0.21962} {"mode": "train", "epoch": 49, "iter": 700, "lr": 0.01908, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.89188, "top5_acc": 0.99375, "loss_cls": 0.51428, "loss": 0.51428, "time": 0.2187} {"mode": "train", "epoch": 49, "iter": 800, "lr": 0.01906, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.89688, "top5_acc": 0.99688, "loss_cls": 0.47381, "loss": 0.47381, "time": 0.2102} {"mode": "train", "epoch": 49, "iter": 900, "lr": 0.01904, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.89625, "top5_acc": 0.99688, "loss_cls": 0.48733, "loss": 0.48733, "time": 0.21385} {"mode": "train", "epoch": 49, "iter": 1000, "lr": 0.01902, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.91438, "top5_acc": 0.99625, "loss_cls": 0.42881, "loss": 0.42881, "time": 0.21241} {"mode": "train", "epoch": 49, "iter": 1100, "lr": 0.01901, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.89375, "top5_acc": 0.995, "loss_cls": 0.51616, "loss": 0.51616, "time": 0.21684} {"mode": "train", "epoch": 49, "iter": 1200, "lr": 0.01899, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.89938, "top5_acc": 0.99625, "loss_cls": 0.51446, "loss": 0.51446, "time": 0.21901} {"mode": "val", "epoch": 49, "iter": 533, "lr": 0.01898, "top1_acc": 0.85624, "top5_acc": 0.99167, "mean_class_accuracy": 0.81136} {"mode": "train", "epoch": 50, "iter": 100, "lr": 0.01896, "memory": 4120, "data_time": 0.208, "top1_acc": 0.89188, "top5_acc": 0.99438, "loss_cls": 0.5362, "loss": 0.5362, "time": 0.43018} {"mode": "train", "epoch": 50, "iter": 200, "lr": 0.01894, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.89812, "top5_acc": 0.99938, "loss_cls": 0.49832, "loss": 0.49832, "time": 0.22131} {"mode": "train", "epoch": 50, "iter": 300, "lr": 0.01892, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.90125, "top5_acc": 0.99875, "loss_cls": 0.47346, "loss": 0.47346, "time": 0.21676} {"mode": "train", "epoch": 50, "iter": 400, "lr": 0.01891, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.91312, "top5_acc": 0.99625, "loss_cls": 0.40636, "loss": 0.40636, "time": 0.21356} {"mode": "train", "epoch": 50, "iter": 500, "lr": 0.01889, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.91375, "top5_acc": 0.9975, "loss_cls": 0.41432, "loss": 0.41432, "time": 0.21276} {"mode": "train", "epoch": 50, "iter": 600, "lr": 0.01887, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.895, "top5_acc": 0.99312, "loss_cls": 0.50901, "loss": 0.50901, "time": 0.21552} {"mode": "train", "epoch": 50, "iter": 700, "lr": 0.01885, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.92062, "top5_acc": 0.99562, "loss_cls": 0.42562, "loss": 0.42562, "time": 0.21964} {"mode": "train", "epoch": 50, "iter": 800, "lr": 0.01884, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.89688, "top5_acc": 0.9975, "loss_cls": 0.50526, "loss": 0.50526, "time": 0.22162} {"mode": "train", "epoch": 50, "iter": 900, "lr": 0.01882, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.8925, "top5_acc": 0.99875, "loss_cls": 0.49962, "loss": 0.49962, "time": 0.21693} {"mode": "train", "epoch": 50, "iter": 1000, "lr": 0.0188, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.90188, "top5_acc": 0.99812, "loss_cls": 0.47506, "loss": 0.47506, "time": 0.2188} {"mode": "train", "epoch": 50, "iter": 1100, "lr": 0.01878, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.90875, "top5_acc": 0.99438, "loss_cls": 0.45941, "loss": 0.45941, "time": 0.2201} {"mode": "train", "epoch": 50, "iter": 1200, "lr": 0.01876, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.90938, "top5_acc": 0.99625, "loss_cls": 0.44114, "loss": 0.44114, "time": 0.22137} {"mode": "val", "epoch": 50, "iter": 533, "lr": 0.01875, "top1_acc": 0.87079, "top5_acc": 0.99202, "mean_class_accuracy": 0.81553} {"mode": "train", "epoch": 51, "iter": 100, "lr": 0.01873, "memory": 4120, "data_time": 0.18491, "top1_acc": 0.92188, "top5_acc": 0.99625, "loss_cls": 0.39462, "loss": 0.39462, "time": 0.39997} {"mode": "train", "epoch": 51, "iter": 200, "lr": 0.01871, "memory": 4120, "data_time": 0.00104, "top1_acc": 0.92125, "top5_acc": 0.9975, "loss_cls": 0.37494, "loss": 0.37494, "time": 0.21933} {"mode": "train", "epoch": 51, "iter": 300, "lr": 0.0187, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.90125, "top5_acc": 0.99438, "loss_cls": 0.4685, "loss": 0.4685, "time": 0.21538} {"mode": "train", "epoch": 51, "iter": 400, "lr": 0.01868, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.915, "top5_acc": 0.99875, "loss_cls": 0.42592, "loss": 0.42592, "time": 0.21601} {"mode": "train", "epoch": 51, "iter": 500, "lr": 0.01866, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.91438, "top5_acc": 0.99312, "loss_cls": 0.41175, "loss": 0.41175, "time": 0.21795} {"mode": "train", "epoch": 51, "iter": 600, "lr": 0.01864, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.88875, "top5_acc": 0.99375, "loss_cls": 0.53249, "loss": 0.53249, "time": 0.21864} {"mode": "train", "epoch": 51, "iter": 700, "lr": 0.01863, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.90625, "top5_acc": 0.99625, "loss_cls": 0.47365, "loss": 0.47365, "time": 0.22026} {"mode": "train", "epoch": 51, "iter": 800, "lr": 0.01861, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.895, "top5_acc": 0.995, "loss_cls": 0.50119, "loss": 0.50119, "time": 0.2217} {"mode": "train", "epoch": 51, "iter": 900, "lr": 0.01859, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.89562, "top5_acc": 0.99438, "loss_cls": 0.51601, "loss": 0.51601, "time": 0.21734} {"mode": "train", "epoch": 51, "iter": 1000, "lr": 0.01857, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.90625, "top5_acc": 0.9975, "loss_cls": 0.4767, "loss": 0.4767, "time": 0.21392} {"mode": "train", "epoch": 51, "iter": 1100, "lr": 0.01855, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.91062, "top5_acc": 0.99688, "loss_cls": 0.4449, "loss": 0.4449, "time": 0.21115} {"mode": "train", "epoch": 51, "iter": 1200, "lr": 0.01854, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.88562, "top5_acc": 0.995, "loss_cls": 0.51534, "loss": 0.51534, "time": 0.21208} {"mode": "val", "epoch": 51, "iter": 533, "lr": 0.01852, "top1_acc": 0.86199, "top5_acc": 0.98932, "mean_class_accuracy": 0.80137} {"mode": "train", "epoch": 52, "iter": 100, "lr": 0.0185, "memory": 4120, "data_time": 0.20923, "top1_acc": 0.91438, "top5_acc": 1.0, "loss_cls": 0.45098, "loss": 0.45098, "time": 0.4307} {"mode": "train", "epoch": 52, "iter": 200, "lr": 0.01849, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.92062, "top5_acc": 0.99812, "loss_cls": 0.41966, "loss": 0.41966, "time": 0.22207} {"mode": "train", "epoch": 52, "iter": 300, "lr": 0.01847, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.885, "top5_acc": 0.99562, "loss_cls": 0.52776, "loss": 0.52776, "time": 0.21718} {"mode": "train", "epoch": 52, "iter": 400, "lr": 0.01845, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.92, "top5_acc": 0.99562, "loss_cls": 0.42774, "loss": 0.42774, "time": 0.21947} {"mode": "train", "epoch": 52, "iter": 500, "lr": 0.01843, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.91625, "top5_acc": 0.99688, "loss_cls": 0.41986, "loss": 0.41986, "time": 0.21861} {"mode": "train", "epoch": 52, "iter": 600, "lr": 0.01841, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.90688, "top5_acc": 0.995, "loss_cls": 0.4612, "loss": 0.4612, "time": 0.21258} {"mode": "train", "epoch": 52, "iter": 700, "lr": 0.0184, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.8975, "top5_acc": 0.99688, "loss_cls": 0.50703, "loss": 0.50703, "time": 0.2112} {"mode": "train", "epoch": 52, "iter": 800, "lr": 0.01838, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.91, "top5_acc": 0.99562, "loss_cls": 0.47095, "loss": 0.47095, "time": 0.21984} {"mode": "train", "epoch": 52, "iter": 900, "lr": 0.01836, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.91875, "top5_acc": 0.99562, "loss_cls": 0.43751, "loss": 0.43751, "time": 0.22061} {"mode": "train", "epoch": 52, "iter": 1000, "lr": 0.01834, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.89812, "top5_acc": 0.99688, "loss_cls": 0.50487, "loss": 0.50487, "time": 0.2204} {"mode": "train", "epoch": 52, "iter": 1100, "lr": 0.01832, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.91562, "top5_acc": 0.99625, "loss_cls": 0.41978, "loss": 0.41978, "time": 0.21887} {"mode": "train", "epoch": 52, "iter": 1200, "lr": 0.01831, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.88938, "top5_acc": 0.99812, "loss_cls": 0.49665, "loss": 0.49665, "time": 0.21755} {"mode": "val", "epoch": 52, "iter": 533, "lr": 0.01829, "top1_acc": 0.87232, "top5_acc": 0.99308, "mean_class_accuracy": 0.82129} {"mode": "train", "epoch": 53, "iter": 100, "lr": 0.01827, "memory": 4120, "data_time": 0.19953, "top1_acc": 0.91375, "top5_acc": 0.9975, "loss_cls": 0.40906, "loss": 0.40906, "time": 0.41168} {"mode": "train", "epoch": 53, "iter": 200, "lr": 0.01826, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.8975, "top5_acc": 0.99938, "loss_cls": 0.50795, "loss": 0.50795, "time": 0.21261} {"mode": "train", "epoch": 53, "iter": 300, "lr": 0.01824, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.91312, "top5_acc": 0.9975, "loss_cls": 0.42641, "loss": 0.42641, "time": 0.21386} {"mode": "train", "epoch": 53, "iter": 400, "lr": 0.01822, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.89875, "top5_acc": 0.99625, "loss_cls": 0.5078, "loss": 0.5078, "time": 0.21837} {"mode": "train", "epoch": 53, "iter": 500, "lr": 0.0182, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.92312, "top5_acc": 0.99688, "loss_cls": 0.41982, "loss": 0.41982, "time": 0.2188} {"mode": "train", "epoch": 53, "iter": 600, "lr": 0.01818, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.91312, "top5_acc": 0.99688, "loss_cls": 0.41141, "loss": 0.41141, "time": 0.22118} {"mode": "train", "epoch": 53, "iter": 700, "lr": 0.01816, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.91375, "top5_acc": 0.99812, "loss_cls": 0.42949, "loss": 0.42949, "time": 0.21916} {"mode": "train", "epoch": 53, "iter": 800, "lr": 0.01815, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.915, "top5_acc": 0.99625, "loss_cls": 0.41941, "loss": 0.41941, "time": 0.21814} {"mode": "train", "epoch": 53, "iter": 900, "lr": 0.01813, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.91062, "top5_acc": 0.99625, "loss_cls": 0.46033, "loss": 0.46033, "time": 0.21976} {"mode": "train", "epoch": 53, "iter": 1000, "lr": 0.01811, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.90062, "top5_acc": 0.99812, "loss_cls": 0.46642, "loss": 0.46642, "time": 0.2164} {"mode": "train", "epoch": 53, "iter": 1100, "lr": 0.01809, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.90062, "top5_acc": 0.99812, "loss_cls": 0.45771, "loss": 0.45771, "time": 0.22385} {"mode": "train", "epoch": 53, "iter": 1200, "lr": 0.01807, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.89375, "top5_acc": 0.9975, "loss_cls": 0.47783, "loss": 0.47783, "time": 0.21408} {"mode": "val", "epoch": 53, "iter": 533, "lr": 0.01806, "top1_acc": 0.87654, "top5_acc": 0.99143, "mean_class_accuracy": 0.82724} {"mode": "train", "epoch": 54, "iter": 100, "lr": 0.01804, "memory": 4120, "data_time": 0.20714, "top1_acc": 0.9275, "top5_acc": 0.99938, "loss_cls": 0.36001, "loss": 0.36001, "time": 0.42867} {"mode": "train", "epoch": 54, "iter": 200, "lr": 0.01802, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.91375, "top5_acc": 0.99688, "loss_cls": 0.40447, "loss": 0.40447, "time": 0.21904} {"mode": "train", "epoch": 54, "iter": 300, "lr": 0.018, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.90812, "top5_acc": 0.99562, "loss_cls": 0.42963, "loss": 0.42963, "time": 0.22108} {"mode": "train", "epoch": 54, "iter": 400, "lr": 0.01798, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.90938, "top5_acc": 0.9975, "loss_cls": 0.45056, "loss": 0.45056, "time": 0.22026} {"mode": "train", "epoch": 54, "iter": 500, "lr": 0.01797, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.915, "top5_acc": 0.99562, "loss_cls": 0.40901, "loss": 0.40901, "time": 0.21991} {"mode": "train", "epoch": 54, "iter": 600, "lr": 0.01795, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.89188, "top5_acc": 0.99625, "loss_cls": 0.52213, "loss": 0.52213, "time": 0.21893} {"mode": "train", "epoch": 54, "iter": 700, "lr": 0.01793, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.90812, "top5_acc": 0.99688, "loss_cls": 0.46284, "loss": 0.46284, "time": 0.21312} {"mode": "train", "epoch": 54, "iter": 800, "lr": 0.01791, "memory": 4120, "data_time": 0.0009, "top1_acc": 0.89812, "top5_acc": 0.99688, "loss_cls": 0.49011, "loss": 0.49011, "time": 0.21264} {"mode": "train", "epoch": 54, "iter": 900, "lr": 0.01789, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.90062, "top5_acc": 0.99562, "loss_cls": 0.4846, "loss": 0.4846, "time": 0.21374} {"mode": "train", "epoch": 54, "iter": 1000, "lr": 0.01787, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.90312, "top5_acc": 0.9975, "loss_cls": 0.43358, "loss": 0.43358, "time": 0.22279} {"mode": "train", "epoch": 54, "iter": 1100, "lr": 0.01786, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.91062, "top5_acc": 0.9975, "loss_cls": 0.44136, "loss": 0.44136, "time": 0.21996} {"mode": "train", "epoch": 54, "iter": 1200, "lr": 0.01784, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.91062, "top5_acc": 0.99938, "loss_cls": 0.45494, "loss": 0.45494, "time": 0.21942} {"mode": "val", "epoch": 54, "iter": 533, "lr": 0.01782, "top1_acc": 0.85682, "top5_acc": 0.99049, "mean_class_accuracy": 0.82942} {"mode": "train", "epoch": 55, "iter": 100, "lr": 0.0178, "memory": 4120, "data_time": 0.20291, "top1_acc": 0.91438, "top5_acc": 0.99688, "loss_cls": 0.45952, "loss": 0.45952, "time": 0.42009} {"mode": "train", "epoch": 55, "iter": 200, "lr": 0.01779, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.91062, "top5_acc": 0.99875, "loss_cls": 0.42912, "loss": 0.42912, "time": 0.21136} {"mode": "train", "epoch": 55, "iter": 300, "lr": 0.01777, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.90062, "top5_acc": 0.99812, "loss_cls": 0.48244, "loss": 0.48244, "time": 0.21255} {"mode": "train", "epoch": 55, "iter": 400, "lr": 0.01775, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.91125, "top5_acc": 0.99875, "loss_cls": 0.44797, "loss": 0.44797, "time": 0.2142} {"mode": "train", "epoch": 55, "iter": 500, "lr": 0.01773, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.91, "top5_acc": 0.99625, "loss_cls": 0.42478, "loss": 0.42478, "time": 0.22173} {"mode": "train", "epoch": 55, "iter": 600, "lr": 0.01771, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.91438, "top5_acc": 0.99562, "loss_cls": 0.42646, "loss": 0.42646, "time": 0.21852} {"mode": "train", "epoch": 55, "iter": 700, "lr": 0.01769, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.9075, "top5_acc": 0.99688, "loss_cls": 0.46621, "loss": 0.46621, "time": 0.21735} {"mode": "train", "epoch": 55, "iter": 800, "lr": 0.01767, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.90875, "top5_acc": 0.995, "loss_cls": 0.46708, "loss": 0.46708, "time": 0.21711} {"mode": "train", "epoch": 55, "iter": 900, "lr": 0.01766, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.91312, "top5_acc": 0.99938, "loss_cls": 0.44202, "loss": 0.44202, "time": 0.21658} {"mode": "train", "epoch": 55, "iter": 1000, "lr": 0.01764, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.90938, "top5_acc": 0.99688, "loss_cls": 0.42525, "loss": 0.42525, "time": 0.21629} {"mode": "train", "epoch": 55, "iter": 1100, "lr": 0.01762, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.91, "top5_acc": 0.99625, "loss_cls": 0.46133, "loss": 0.46133, "time": 0.21696} {"mode": "train", "epoch": 55, "iter": 1200, "lr": 0.0176, "memory": 4120, "data_time": 0.00101, "top1_acc": 0.91188, "top5_acc": 0.99688, "loss_cls": 0.44019, "loss": 0.44019, "time": 0.21971} {"mode": "val", "epoch": 55, "iter": 533, "lr": 0.01758, "top1_acc": 0.89156, "top5_acc": 0.99425, "mean_class_accuracy": 0.84767} {"mode": "train", "epoch": 56, "iter": 100, "lr": 0.01757, "memory": 4120, "data_time": 0.20419, "top1_acc": 0.91625, "top5_acc": 0.99812, "loss_cls": 0.40681, "loss": 0.40681, "time": 0.42536} {"mode": "train", "epoch": 56, "iter": 200, "lr": 0.01755, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.91188, "top5_acc": 0.9975, "loss_cls": 0.45349, "loss": 0.45349, "time": 0.22277} {"mode": "train", "epoch": 56, "iter": 300, "lr": 0.01753, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.9175, "top5_acc": 0.99812, "loss_cls": 0.40989, "loss": 0.40989, "time": 0.21989} {"mode": "train", "epoch": 56, "iter": 400, "lr": 0.01751, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.90438, "top5_acc": 0.99812, "loss_cls": 0.45258, "loss": 0.45258, "time": 0.2182} {"mode": "train", "epoch": 56, "iter": 500, "lr": 0.01749, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.91125, "top5_acc": 0.99938, "loss_cls": 0.42235, "loss": 0.42235, "time": 0.22042} {"mode": "train", "epoch": 56, "iter": 600, "lr": 0.01747, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.895, "top5_acc": 0.99562, "loss_cls": 0.4867, "loss": 0.4867, "time": 0.21857} {"mode": "train", "epoch": 56, "iter": 700, "lr": 0.01745, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.905, "top5_acc": 0.99625, "loss_cls": 0.46184, "loss": 0.46184, "time": 0.22159} {"mode": "train", "epoch": 56, "iter": 800, "lr": 0.01743, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.90938, "top5_acc": 0.99562, "loss_cls": 0.44319, "loss": 0.44319, "time": 0.21324} {"mode": "train", "epoch": 56, "iter": 900, "lr": 0.01742, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.9225, "top5_acc": 0.99688, "loss_cls": 0.45034, "loss": 0.45034, "time": 0.21084} {"mode": "train", "epoch": 56, "iter": 1000, "lr": 0.0174, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.91812, "top5_acc": 0.99875, "loss_cls": 0.41812, "loss": 0.41812, "time": 0.21612} {"mode": "train", "epoch": 56, "iter": 1100, "lr": 0.01738, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.895, "top5_acc": 0.99562, "loss_cls": 0.47749, "loss": 0.47749, "time": 0.22106} {"mode": "train", "epoch": 56, "iter": 1200, "lr": 0.01736, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.90688, "top5_acc": 0.995, "loss_cls": 0.45178, "loss": 0.45178, "time": 0.21969} {"mode": "val", "epoch": 56, "iter": 533, "lr": 0.01734, "top1_acc": 0.86093, "top5_acc": 0.99132, "mean_class_accuracy": 0.81536} {"mode": "train", "epoch": 57, "iter": 100, "lr": 0.01733, "memory": 4120, "data_time": 0.20547, "top1_acc": 0.92688, "top5_acc": 0.99812, "loss_cls": 0.37567, "loss": 0.37567, "time": 0.42385} {"mode": "train", "epoch": 57, "iter": 200, "lr": 0.01731, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.8975, "top5_acc": 0.99625, "loss_cls": 0.47684, "loss": 0.47684, "time": 0.21971} {"mode": "train", "epoch": 57, "iter": 300, "lr": 0.01729, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.9225, "top5_acc": 0.99875, "loss_cls": 0.39718, "loss": 0.39718, "time": 0.2129} {"mode": "train", "epoch": 57, "iter": 400, "lr": 0.01727, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.90438, "top5_acc": 0.99688, "loss_cls": 0.4282, "loss": 0.4282, "time": 0.21216} {"mode": "train", "epoch": 57, "iter": 500, "lr": 0.01725, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.91438, "top5_acc": 0.99562, "loss_cls": 0.43894, "loss": 0.43894, "time": 0.21264} {"mode": "train", "epoch": 57, "iter": 600, "lr": 0.01723, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.91938, "top5_acc": 0.99688, "loss_cls": 0.40256, "loss": 0.40256, "time": 0.22021} {"mode": "train", "epoch": 57, "iter": 700, "lr": 0.01721, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.89062, "top5_acc": 0.99375, "loss_cls": 0.51865, "loss": 0.51865, "time": 0.2192} {"mode": "train", "epoch": 57, "iter": 800, "lr": 0.01719, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.905, "top5_acc": 0.99812, "loss_cls": 0.45072, "loss": 0.45072, "time": 0.21799} {"mode": "train", "epoch": 57, "iter": 900, "lr": 0.01717, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.92062, "top5_acc": 0.99688, "loss_cls": 0.42581, "loss": 0.42581, "time": 0.21916} {"mode": "train", "epoch": 57, "iter": 1000, "lr": 0.01716, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.90938, "top5_acc": 0.99688, "loss_cls": 0.4558, "loss": 0.4558, "time": 0.2177} {"mode": "train", "epoch": 57, "iter": 1100, "lr": 0.01714, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.88625, "top5_acc": 0.995, "loss_cls": 0.53695, "loss": 0.53695, "time": 0.22073} {"mode": "train", "epoch": 57, "iter": 1200, "lr": 0.01712, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.9025, "top5_acc": 0.99625, "loss_cls": 0.45247, "loss": 0.45247, "time": 0.22189} {"mode": "val", "epoch": 57, "iter": 533, "lr": 0.0171, "top1_acc": 0.88464, "top5_acc": 0.99225, "mean_class_accuracy": 0.83725} {"mode": "train", "epoch": 58, "iter": 100, "lr": 0.01708, "memory": 4120, "data_time": 0.18718, "top1_acc": 0.9325, "top5_acc": 0.99875, "loss_cls": 0.36936, "loss": 0.36936, "time": 0.40571} {"mode": "train", "epoch": 58, "iter": 200, "lr": 0.01706, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.91812, "top5_acc": 0.9975, "loss_cls": 0.39705, "loss": 0.39705, "time": 0.22048} {"mode": "train", "epoch": 58, "iter": 300, "lr": 0.01704, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.9125, "top5_acc": 0.99938, "loss_cls": 0.40325, "loss": 0.40325, "time": 0.2183} {"mode": "train", "epoch": 58, "iter": 400, "lr": 0.01703, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.92875, "top5_acc": 0.99938, "loss_cls": 0.38541, "loss": 0.38541, "time": 0.21613} {"mode": "train", "epoch": 58, "iter": 500, "lr": 0.01701, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.91938, "top5_acc": 0.99812, "loss_cls": 0.40274, "loss": 0.40274, "time": 0.21796} {"mode": "train", "epoch": 58, "iter": 600, "lr": 0.01699, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.91062, "top5_acc": 0.99812, "loss_cls": 0.4496, "loss": 0.4496, "time": 0.2169} {"mode": "train", "epoch": 58, "iter": 700, "lr": 0.01697, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.915, "top5_acc": 0.99688, "loss_cls": 0.42718, "loss": 0.42718, "time": 0.21928} {"mode": "train", "epoch": 58, "iter": 800, "lr": 0.01695, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.905, "top5_acc": 0.99562, "loss_cls": 0.47937, "loss": 0.47937, "time": 0.21998} {"mode": "train", "epoch": 58, "iter": 900, "lr": 0.01693, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.91625, "top5_acc": 0.99625, "loss_cls": 0.42408, "loss": 0.42408, "time": 0.21411} {"mode": "train", "epoch": 58, "iter": 1000, "lr": 0.01691, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.90562, "top5_acc": 0.99625, "loss_cls": 0.43369, "loss": 0.43369, "time": 0.21314} {"mode": "train", "epoch": 58, "iter": 1100, "lr": 0.01689, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.91438, "top5_acc": 0.9975, "loss_cls": 0.43418, "loss": 0.43418, "time": 0.21385} {"mode": "train", "epoch": 58, "iter": 1200, "lr": 0.01687, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.89, "top5_acc": 0.99625, "loss_cls": 0.45986, "loss": 0.45986, "time": 0.21755} {"mode": "val", "epoch": 58, "iter": 533, "lr": 0.01686, "top1_acc": 0.87619, "top5_acc": 0.99002, "mean_class_accuracy": 0.82162} {"mode": "train", "epoch": 59, "iter": 100, "lr": 0.01684, "memory": 4120, "data_time": 0.20495, "top1_acc": 0.9325, "top5_acc": 0.99625, "loss_cls": 0.36061, "loss": 0.36061, "time": 0.42182} {"mode": "train", "epoch": 59, "iter": 200, "lr": 0.01682, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.90625, "top5_acc": 0.99625, "loss_cls": 0.44425, "loss": 0.44425, "time": 0.21882} {"mode": "train", "epoch": 59, "iter": 300, "lr": 0.0168, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.92562, "top5_acc": 0.99812, "loss_cls": 0.38164, "loss": 0.38164, "time": 0.22218} {"mode": "train", "epoch": 59, "iter": 400, "lr": 0.01678, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.92125, "top5_acc": 0.99938, "loss_cls": 0.37586, "loss": 0.37586, "time": 0.21486} {"mode": "train", "epoch": 59, "iter": 500, "lr": 0.01676, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.90438, "top5_acc": 0.99625, "loss_cls": 0.46458, "loss": 0.46458, "time": 0.21466} {"mode": "train", "epoch": 59, "iter": 600, "lr": 0.01674, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.91875, "top5_acc": 0.99562, "loss_cls": 0.40289, "loss": 0.40289, "time": 0.21305} {"mode": "train", "epoch": 59, "iter": 700, "lr": 0.01672, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.90875, "top5_acc": 0.995, "loss_cls": 0.4444, "loss": 0.4444, "time": 0.21483} {"mode": "train", "epoch": 59, "iter": 800, "lr": 0.0167, "memory": 4120, "data_time": 0.00114, "top1_acc": 0.90375, "top5_acc": 0.99562, "loss_cls": 0.46324, "loss": 0.46324, "time": 0.21882} {"mode": "train", "epoch": 59, "iter": 900, "lr": 0.01668, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.90812, "top5_acc": 0.99312, "loss_cls": 0.4424, "loss": 0.4424, "time": 0.22177} {"mode": "train", "epoch": 59, "iter": 1000, "lr": 0.01667, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.90688, "top5_acc": 0.99625, "loss_cls": 0.42941, "loss": 0.42941, "time": 0.2168} {"mode": "train", "epoch": 59, "iter": 1100, "lr": 0.01665, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.90875, "top5_acc": 0.9975, "loss_cls": 0.44449, "loss": 0.44449, "time": 0.22038} {"mode": "train", "epoch": 59, "iter": 1200, "lr": 0.01663, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.9125, "top5_acc": 0.99688, "loss_cls": 0.43324, "loss": 0.43324, "time": 0.221} {"mode": "val", "epoch": 59, "iter": 533, "lr": 0.01661, "top1_acc": 0.86586, "top5_acc": 0.99202, "mean_class_accuracy": 0.81725} {"mode": "train", "epoch": 60, "iter": 100, "lr": 0.01659, "memory": 4120, "data_time": 0.19073, "top1_acc": 0.92188, "top5_acc": 0.99812, "loss_cls": 0.39251, "loss": 0.39251, "time": 0.40232} {"mode": "train", "epoch": 60, "iter": 200, "lr": 0.01657, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.90312, "top5_acc": 0.9975, "loss_cls": 0.44062, "loss": 0.44062, "time": 0.21567} {"mode": "train", "epoch": 60, "iter": 300, "lr": 0.01655, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.91, "top5_acc": 0.9975, "loss_cls": 0.41588, "loss": 0.41588, "time": 0.21814} {"mode": "train", "epoch": 60, "iter": 400, "lr": 0.01653, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.91188, "top5_acc": 0.99812, "loss_cls": 0.43411, "loss": 0.43411, "time": 0.22204} {"mode": "train", "epoch": 60, "iter": 500, "lr": 0.01651, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.925, "top5_acc": 0.9975, "loss_cls": 0.39456, "loss": 0.39456, "time": 0.21894} {"mode": "train", "epoch": 60, "iter": 600, "lr": 0.0165, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.91375, "top5_acc": 0.99812, "loss_cls": 0.40003, "loss": 0.40003, "time": 0.21986} {"mode": "train", "epoch": 60, "iter": 700, "lr": 0.01648, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.91938, "top5_acc": 0.9975, "loss_cls": 0.40138, "loss": 0.40138, "time": 0.21929} {"mode": "train", "epoch": 60, "iter": 800, "lr": 0.01646, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.92875, "top5_acc": 0.99812, "loss_cls": 0.34785, "loss": 0.34785, "time": 0.22118} {"mode": "train", "epoch": 60, "iter": 900, "lr": 0.01644, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.92, "top5_acc": 0.99875, "loss_cls": 0.38311, "loss": 0.38311, "time": 0.21942} {"mode": "train", "epoch": 60, "iter": 1000, "lr": 0.01642, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.90562, "top5_acc": 0.995, "loss_cls": 0.46385, "loss": 0.46385, "time": 0.21462} {"mode": "train", "epoch": 60, "iter": 1100, "lr": 0.0164, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.89875, "top5_acc": 0.99688, "loss_cls": 0.50198, "loss": 0.50198, "time": 0.21108} {"mode": "train", "epoch": 60, "iter": 1200, "lr": 0.01638, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.91, "top5_acc": 0.99875, "loss_cls": 0.41464, "loss": 0.41464, "time": 0.2118} {"mode": "val", "epoch": 60, "iter": 533, "lr": 0.01636, "top1_acc": 0.87501, "top5_acc": 0.99214, "mean_class_accuracy": 0.84734} {"mode": "train", "epoch": 61, "iter": 100, "lr": 0.01634, "memory": 4120, "data_time": 0.20256, "top1_acc": 0.925, "top5_acc": 0.99938, "loss_cls": 0.36978, "loss": 0.36978, "time": 0.42009} {"mode": "train", "epoch": 61, "iter": 200, "lr": 0.01632, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.92438, "top5_acc": 0.99938, "loss_cls": 0.39613, "loss": 0.39613, "time": 0.21953} {"mode": "train", "epoch": 61, "iter": 300, "lr": 0.0163, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.92688, "top5_acc": 0.9975, "loss_cls": 0.39103, "loss": 0.39103, "time": 0.21624} {"mode": "train", "epoch": 61, "iter": 400, "lr": 0.01629, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.90562, "top5_acc": 0.9975, "loss_cls": 0.46977, "loss": 0.46977, "time": 0.22048} {"mode": "train", "epoch": 61, "iter": 500, "lr": 0.01627, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.92188, "top5_acc": 0.9975, "loss_cls": 0.40706, "loss": 0.40706, "time": 0.2149} {"mode": "train", "epoch": 61, "iter": 600, "lr": 0.01625, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.90375, "top5_acc": 0.99562, "loss_cls": 0.4443, "loss": 0.4443, "time": 0.21469} {"mode": "train", "epoch": 61, "iter": 700, "lr": 0.01623, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.9175, "top5_acc": 0.99812, "loss_cls": 0.409, "loss": 0.409, "time": 0.2129} {"mode": "train", "epoch": 61, "iter": 800, "lr": 0.01621, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.91625, "top5_acc": 0.99688, "loss_cls": 0.41583, "loss": 0.41583, "time": 0.21534} {"mode": "train", "epoch": 61, "iter": 900, "lr": 0.01619, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.90812, "top5_acc": 0.99688, "loss_cls": 0.43361, "loss": 0.43361, "time": 0.21643} {"mode": "train", "epoch": 61, "iter": 1000, "lr": 0.01617, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.90875, "top5_acc": 0.99625, "loss_cls": 0.45194, "loss": 0.45194, "time": 0.22065} {"mode": "train", "epoch": 61, "iter": 1100, "lr": 0.01615, "memory": 4120, "data_time": 0.00148, "top1_acc": 0.91188, "top5_acc": 0.9975, "loss_cls": 0.42311, "loss": 0.42311, "time": 0.2188} {"mode": "train", "epoch": 61, "iter": 1200, "lr": 0.01613, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.915, "top5_acc": 0.995, "loss_cls": 0.43753, "loss": 0.43753, "time": 0.21779} {"mode": "val", "epoch": 61, "iter": 533, "lr": 0.01611, "top1_acc": 0.86997, "top5_acc": 0.99378, "mean_class_accuracy": 0.81068} {"mode": "train", "epoch": 62, "iter": 100, "lr": 0.01609, "memory": 4120, "data_time": 0.20013, "top1_acc": 0.92688, "top5_acc": 0.99938, "loss_cls": 0.34692, "loss": 0.34692, "time": 0.41337} {"mode": "train", "epoch": 62, "iter": 200, "lr": 0.01607, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.915, "top5_acc": 0.99625, "loss_cls": 0.403, "loss": 0.403, "time": 0.21327} {"mode": "train", "epoch": 62, "iter": 300, "lr": 0.01605, "memory": 4120, "data_time": 0.00108, "top1_acc": 0.91, "top5_acc": 0.99812, "loss_cls": 0.41194, "loss": 0.41194, "time": 0.21692} {"mode": "train", "epoch": 62, "iter": 400, "lr": 0.01603, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.90938, "top5_acc": 0.99625, "loss_cls": 0.43105, "loss": 0.43105, "time": 0.2224} {"mode": "train", "epoch": 62, "iter": 500, "lr": 0.01602, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.91312, "top5_acc": 0.99562, "loss_cls": 0.42251, "loss": 0.42251, "time": 0.22241} {"mode": "train", "epoch": 62, "iter": 600, "lr": 0.016, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.91812, "top5_acc": 0.9975, "loss_cls": 0.38119, "loss": 0.38119, "time": 0.22} {"mode": "train", "epoch": 62, "iter": 700, "lr": 0.01598, "memory": 4120, "data_time": 0.001, "top1_acc": 0.91875, "top5_acc": 0.99688, "loss_cls": 0.3867, "loss": 0.3867, "time": 0.21937} {"mode": "train", "epoch": 62, "iter": 800, "lr": 0.01596, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.90938, "top5_acc": 0.99625, "loss_cls": 0.43685, "loss": 0.43685, "time": 0.21777} {"mode": "train", "epoch": 62, "iter": 900, "lr": 0.01594, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.8975, "top5_acc": 0.99375, "loss_cls": 0.46964, "loss": 0.46964, "time": 0.21922} {"mode": "train", "epoch": 62, "iter": 1000, "lr": 0.01592, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.9275, "top5_acc": 0.9975, "loss_cls": 0.37886, "loss": 0.37886, "time": 0.22101} {"mode": "train", "epoch": 62, "iter": 1100, "lr": 0.0159, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.9275, "top5_acc": 0.99812, "loss_cls": 0.36295, "loss": 0.36295, "time": 0.21537} {"mode": "train", "epoch": 62, "iter": 1200, "lr": 0.01588, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.91188, "top5_acc": 0.99812, "loss_cls": 0.41593, "loss": 0.41593, "time": 0.21394} {"mode": "val", "epoch": 62, "iter": 533, "lr": 0.01586, "top1_acc": 0.88147, "top5_acc": 0.99331, "mean_class_accuracy": 0.8322} {"mode": "train", "epoch": 63, "iter": 100, "lr": 0.01584, "memory": 4120, "data_time": 0.20861, "top1_acc": 0.91938, "top5_acc": 0.99875, "loss_cls": 0.36668, "loss": 0.36668, "time": 0.43073} {"mode": "train", "epoch": 63, "iter": 200, "lr": 0.01582, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.93438, "top5_acc": 0.99688, "loss_cls": 0.32843, "loss": 0.32843, "time": 0.21963} {"mode": "train", "epoch": 63, "iter": 300, "lr": 0.0158, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.90625, "top5_acc": 0.99812, "loss_cls": 0.42067, "loss": 0.42067, "time": 0.2184} {"mode": "train", "epoch": 63, "iter": 400, "lr": 0.01578, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.915, "top5_acc": 0.99688, "loss_cls": 0.40814, "loss": 0.40814, "time": 0.21942} {"mode": "train", "epoch": 63, "iter": 500, "lr": 0.01576, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.92125, "top5_acc": 0.99625, "loss_cls": 0.40058, "loss": 0.40058, "time": 0.21935} {"mode": "train", "epoch": 63, "iter": 600, "lr": 0.01574, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.91438, "top5_acc": 0.99812, "loss_cls": 0.40173, "loss": 0.40173, "time": 0.21252} {"mode": "train", "epoch": 63, "iter": 700, "lr": 0.01572, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.90875, "top5_acc": 0.9975, "loss_cls": 0.42959, "loss": 0.42959, "time": 0.21364} {"mode": "train", "epoch": 63, "iter": 800, "lr": 0.0157, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.9025, "top5_acc": 0.99625, "loss_cls": 0.44395, "loss": 0.44395, "time": 0.21356} {"mode": "train", "epoch": 63, "iter": 900, "lr": 0.01568, "memory": 4120, "data_time": 0.00086, "top1_acc": 0.925, "top5_acc": 0.9975, "loss_cls": 0.39738, "loss": 0.39738, "time": 0.21662} {"mode": "train", "epoch": 63, "iter": 1000, "lr": 0.01566, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.91375, "top5_acc": 0.99625, "loss_cls": 0.4024, "loss": 0.4024, "time": 0.21858} {"mode": "train", "epoch": 63, "iter": 1100, "lr": 0.01564, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.9025, "top5_acc": 0.99438, "loss_cls": 0.47153, "loss": 0.47153, "time": 0.22153} {"mode": "train", "epoch": 63, "iter": 1200, "lr": 0.01562, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.90688, "top5_acc": 0.9975, "loss_cls": 0.45019, "loss": 0.45019, "time": 0.21887} {"mode": "val", "epoch": 63, "iter": 533, "lr": 0.01561, "top1_acc": 0.87736, "top5_acc": 0.99378, "mean_class_accuracy": 0.84552} {"mode": "train", "epoch": 64, "iter": 100, "lr": 0.01559, "memory": 4120, "data_time": 0.20765, "top1_acc": 0.93875, "top5_acc": 0.99938, "loss_cls": 0.333, "loss": 0.333, "time": 0.42224} {"mode": "train", "epoch": 64, "iter": 200, "lr": 0.01557, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.93812, "top5_acc": 1.0, "loss_cls": 0.31957, "loss": 0.31957, "time": 0.21539} {"mode": "train", "epoch": 64, "iter": 300, "lr": 0.01555, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.925, "top5_acc": 0.99438, "loss_cls": 0.38165, "loss": 0.38165, "time": 0.21457} {"mode": "train", "epoch": 64, "iter": 400, "lr": 0.01553, "memory": 4120, "data_time": 0.0009, "top1_acc": 0.90125, "top5_acc": 0.9975, "loss_cls": 0.45857, "loss": 0.45857, "time": 0.21802} {"mode": "train", "epoch": 64, "iter": 500, "lr": 0.01551, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.9175, "top5_acc": 0.9975, "loss_cls": 0.40925, "loss": 0.40925, "time": 0.21896} {"mode": "train", "epoch": 64, "iter": 600, "lr": 0.01549, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.9175, "top5_acc": 0.99688, "loss_cls": 0.41691, "loss": 0.41691, "time": 0.21969} {"mode": "train", "epoch": 64, "iter": 700, "lr": 0.01547, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.925, "top5_acc": 0.99812, "loss_cls": 0.35439, "loss": 0.35439, "time": 0.22129} {"mode": "train", "epoch": 64, "iter": 800, "lr": 0.01545, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.93, "top5_acc": 0.99875, "loss_cls": 0.36091, "loss": 0.36091, "time": 0.22162} {"mode": "train", "epoch": 64, "iter": 900, "lr": 0.01543, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.93688, "top5_acc": 0.99812, "loss_cls": 0.335, "loss": 0.335, "time": 0.21891} {"mode": "train", "epoch": 64, "iter": 1000, "lr": 0.01541, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.91625, "top5_acc": 0.99562, "loss_cls": 0.43383, "loss": 0.43383, "time": 0.21947} {"mode": "train", "epoch": 64, "iter": 1100, "lr": 0.01539, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.9075, "top5_acc": 0.99625, "loss_cls": 0.4465, "loss": 0.4465, "time": 0.21608} {"mode": "train", "epoch": 64, "iter": 1200, "lr": 0.01537, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.9075, "top5_acc": 0.9975, "loss_cls": 0.39948, "loss": 0.39948, "time": 0.21742} {"mode": "val", "epoch": 64, "iter": 533, "lr": 0.01535, "top1_acc": 0.87619, "top5_acc": 0.99272, "mean_class_accuracy": 0.83409} {"mode": "train", "epoch": 65, "iter": 100, "lr": 0.01533, "memory": 4120, "data_time": 0.21086, "top1_acc": 0.92562, "top5_acc": 0.99812, "loss_cls": 0.36723, "loss": 0.36723, "time": 0.43513} {"mode": "train", "epoch": 65, "iter": 200, "lr": 0.01531, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.92688, "top5_acc": 0.99812, "loss_cls": 0.38675, "loss": 0.38675, "time": 0.22206} {"mode": "train", "epoch": 65, "iter": 300, "lr": 0.01529, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.92938, "top5_acc": 0.99812, "loss_cls": 0.34489, "loss": 0.34489, "time": 0.21959} {"mode": "train", "epoch": 65, "iter": 400, "lr": 0.01527, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.9125, "top5_acc": 0.99688, "loss_cls": 0.42548, "loss": 0.42548, "time": 0.21982} {"mode": "train", "epoch": 65, "iter": 500, "lr": 0.01526, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.91375, "top5_acc": 0.99875, "loss_cls": 0.40338, "loss": 0.40338, "time": 0.21999} {"mode": "train", "epoch": 65, "iter": 600, "lr": 0.01524, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.93375, "top5_acc": 0.99812, "loss_cls": 0.36109, "loss": 0.36109, "time": 0.22089} {"mode": "train", "epoch": 65, "iter": 700, "lr": 0.01522, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.91438, "top5_acc": 0.99938, "loss_cls": 0.39384, "loss": 0.39384, "time": 0.21826} {"mode": "train", "epoch": 65, "iter": 800, "lr": 0.0152, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.91312, "top5_acc": 0.99875, "loss_cls": 0.41491, "loss": 0.41491, "time": 0.21325} {"mode": "train", "epoch": 65, "iter": 900, "lr": 0.01518, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.92125, "top5_acc": 0.99875, "loss_cls": 0.40087, "loss": 0.40087, "time": 0.2118} {"mode": "train", "epoch": 65, "iter": 1000, "lr": 0.01516, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.90312, "top5_acc": 0.99875, "loss_cls": 0.45755, "loss": 0.45755, "time": 0.21405} {"mode": "train", "epoch": 65, "iter": 1100, "lr": 0.01514, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.91875, "top5_acc": 0.99562, "loss_cls": 0.41063, "loss": 0.41063, "time": 0.21864} {"mode": "train", "epoch": 65, "iter": 1200, "lr": 0.01512, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.92188, "top5_acc": 0.99688, "loss_cls": 0.3873, "loss": 0.3873, "time": 0.21843} {"mode": "val", "epoch": 65, "iter": 533, "lr": 0.0151, "top1_acc": 0.8729, "top5_acc": 0.99167, "mean_class_accuracy": 0.81989} {"mode": "train", "epoch": 66, "iter": 100, "lr": 0.01508, "memory": 4120, "data_time": 0.21145, "top1_acc": 0.92, "top5_acc": 0.99812, "loss_cls": 0.41552, "loss": 0.41552, "time": 0.43193} {"mode": "train", "epoch": 66, "iter": 200, "lr": 0.01506, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.9275, "top5_acc": 0.99438, "loss_cls": 0.38467, "loss": 0.38467, "time": 0.21679} {"mode": "train", "epoch": 66, "iter": 300, "lr": 0.01504, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.91812, "top5_acc": 0.99625, "loss_cls": 0.38706, "loss": 0.38706, "time": 0.21064} {"mode": "train", "epoch": 66, "iter": 400, "lr": 0.01502, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.92938, "top5_acc": 0.99875, "loss_cls": 0.33152, "loss": 0.33152, "time": 0.21439} {"mode": "train", "epoch": 66, "iter": 500, "lr": 0.015, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.93312, "top5_acc": 0.99688, "loss_cls": 0.3446, "loss": 0.3446, "time": 0.21962} {"mode": "train", "epoch": 66, "iter": 600, "lr": 0.01498, "memory": 4120, "data_time": 0.00097, "top1_acc": 0.90438, "top5_acc": 0.9975, "loss_cls": 0.45353, "loss": 0.45353, "time": 0.2194} {"mode": "train", "epoch": 66, "iter": 700, "lr": 0.01496, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.91188, "top5_acc": 0.9975, "loss_cls": 0.41188, "loss": 0.41188, "time": 0.21687} {"mode": "train", "epoch": 66, "iter": 800, "lr": 0.01494, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.91438, "top5_acc": 0.99562, "loss_cls": 0.41629, "loss": 0.41629, "time": 0.21956} {"mode": "train", "epoch": 66, "iter": 900, "lr": 0.01492, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.9175, "top5_acc": 0.9975, "loss_cls": 0.39776, "loss": 0.39776, "time": 0.22101} {"mode": "train", "epoch": 66, "iter": 1000, "lr": 0.0149, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.90875, "top5_acc": 0.99562, "loss_cls": 0.43476, "loss": 0.43476, "time": 0.21941} {"mode": "train", "epoch": 66, "iter": 1100, "lr": 0.01488, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.92188, "top5_acc": 0.9975, "loss_cls": 0.39795, "loss": 0.39795, "time": 0.22016} {"mode": "train", "epoch": 66, "iter": 1200, "lr": 0.01486, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.9175, "top5_acc": 0.99812, "loss_cls": 0.39902, "loss": 0.39902, "time": 0.21889} {"mode": "val", "epoch": 66, "iter": 533, "lr": 0.01484, "top1_acc": 0.87314, "top5_acc": 0.99225, "mean_class_accuracy": 0.84329} {"mode": "train", "epoch": 67, "iter": 100, "lr": 0.01482, "memory": 4120, "data_time": 0.18747, "top1_acc": 0.935, "top5_acc": 1.0, "loss_cls": 0.34061, "loss": 0.34061, "time": 0.40682} {"mode": "train", "epoch": 67, "iter": 200, "lr": 0.0148, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.93062, "top5_acc": 0.9975, "loss_cls": 0.35548, "loss": 0.35548, "time": 0.21926} {"mode": "train", "epoch": 67, "iter": 300, "lr": 0.01478, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.93125, "top5_acc": 0.99875, "loss_cls": 0.34888, "loss": 0.34888, "time": 0.22063} {"mode": "train", "epoch": 67, "iter": 400, "lr": 0.01476, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.91688, "top5_acc": 0.99875, "loss_cls": 0.396, "loss": 0.396, "time": 0.22005} {"mode": "train", "epoch": 67, "iter": 500, "lr": 0.01474, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.91875, "top5_acc": 0.9975, "loss_cls": 0.39704, "loss": 0.39704, "time": 0.22037} {"mode": "train", "epoch": 67, "iter": 600, "lr": 0.01472, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.91938, "top5_acc": 0.99938, "loss_cls": 0.37943, "loss": 0.37943, "time": 0.21753} {"mode": "train", "epoch": 67, "iter": 700, "lr": 0.0147, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.91062, "top5_acc": 0.9975, "loss_cls": 0.39734, "loss": 0.39734, "time": 0.22234} {"mode": "train", "epoch": 67, "iter": 800, "lr": 0.01468, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.9125, "top5_acc": 0.9975, "loss_cls": 0.41884, "loss": 0.41884, "time": 0.21844} {"mode": "train", "epoch": 67, "iter": 900, "lr": 0.01466, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.92875, "top5_acc": 0.9975, "loss_cls": 0.37926, "loss": 0.37926, "time": 0.22012} {"mode": "train", "epoch": 67, "iter": 1000, "lr": 0.01464, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.91125, "top5_acc": 0.99875, "loss_cls": 0.42071, "loss": 0.42071, "time": 0.211} {"mode": "train", "epoch": 67, "iter": 1100, "lr": 0.01462, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.925, "top5_acc": 0.99812, "loss_cls": 0.37424, "loss": 0.37424, "time": 0.21236} {"mode": "train", "epoch": 67, "iter": 1200, "lr": 0.0146, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.9125, "top5_acc": 0.99688, "loss_cls": 0.44331, "loss": 0.44331, "time": 0.22366} {"mode": "val", "epoch": 67, "iter": 533, "lr": 0.01458, "top1_acc": 0.89579, "top5_acc": 0.9946, "mean_class_accuracy": 0.8577} {"mode": "train", "epoch": 68, "iter": 100, "lr": 0.01456, "memory": 4120, "data_time": 0.20383, "top1_acc": 0.93375, "top5_acc": 1.0, "loss_cls": 0.33469, "loss": 0.33469, "time": 0.42353} {"mode": "train", "epoch": 68, "iter": 200, "lr": 0.01454, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.92375, "top5_acc": 0.99812, "loss_cls": 0.35846, "loss": 0.35846, "time": 0.2223} {"mode": "train", "epoch": 68, "iter": 300, "lr": 0.01452, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.92312, "top5_acc": 0.9975, "loss_cls": 0.39203, "loss": 0.39203, "time": 0.21778} {"mode": "train", "epoch": 68, "iter": 400, "lr": 0.0145, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.92875, "top5_acc": 0.99812, "loss_cls": 0.35312, "loss": 0.35312, "time": 0.21415} {"mode": "train", "epoch": 68, "iter": 500, "lr": 0.01448, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.91875, "top5_acc": 0.99875, "loss_cls": 0.38732, "loss": 0.38732, "time": 0.21227} {"mode": "train", "epoch": 68, "iter": 600, "lr": 0.01446, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.93, "top5_acc": 0.9975, "loss_cls": 0.3588, "loss": 0.3588, "time": 0.21173} {"mode": "train", "epoch": 68, "iter": 700, "lr": 0.01444, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.91688, "top5_acc": 0.99938, "loss_cls": 0.40144, "loss": 0.40144, "time": 0.21805} {"mode": "train", "epoch": 68, "iter": 800, "lr": 0.01442, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.93312, "top5_acc": 0.9975, "loss_cls": 0.35288, "loss": 0.35288, "time": 0.22092} {"mode": "train", "epoch": 68, "iter": 900, "lr": 0.0144, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.92, "top5_acc": 0.99688, "loss_cls": 0.4128, "loss": 0.4128, "time": 0.22068} {"mode": "train", "epoch": 68, "iter": 1000, "lr": 0.01438, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.92062, "top5_acc": 0.99688, "loss_cls": 0.39602, "loss": 0.39602, "time": 0.21928} {"mode": "train", "epoch": 68, "iter": 1100, "lr": 0.01436, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.9275, "top5_acc": 0.99812, "loss_cls": 0.37188, "loss": 0.37188, "time": 0.21675} {"mode": "train", "epoch": 68, "iter": 1200, "lr": 0.01434, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.91938, "top5_acc": 0.99875, "loss_cls": 0.37788, "loss": 0.37788, "time": 0.21697} {"mode": "val", "epoch": 68, "iter": 533, "lr": 0.01433, "top1_acc": 0.87243, "top5_acc": 0.99085, "mean_class_accuracy": 0.82707} {"mode": "train", "epoch": 69, "iter": 100, "lr": 0.01431, "memory": 4120, "data_time": 0.1865, "top1_acc": 0.90875, "top5_acc": 0.99688, "loss_cls": 0.40168, "loss": 0.40168, "time": 0.39939} {"mode": "train", "epoch": 69, "iter": 200, "lr": 0.01429, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.90562, "top5_acc": 0.9975, "loss_cls": 0.43648, "loss": 0.43648, "time": 0.21841} {"mode": "train", "epoch": 69, "iter": 300, "lr": 0.01427, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.93312, "top5_acc": 0.99688, "loss_cls": 0.34978, "loss": 0.34978, "time": 0.22142} {"mode": "train", "epoch": 69, "iter": 400, "lr": 0.01425, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.92125, "top5_acc": 0.99875, "loss_cls": 0.34841, "loss": 0.34841, "time": 0.21996} {"mode": "train", "epoch": 69, "iter": 500, "lr": 0.01423, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.93, "top5_acc": 0.99938, "loss_cls": 0.3697, "loss": 0.3697, "time": 0.21907} {"mode": "train", "epoch": 69, "iter": 600, "lr": 0.0142, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.92438, "top5_acc": 0.99875, "loss_cls": 0.37369, "loss": 0.37369, "time": 0.22009} {"mode": "train", "epoch": 69, "iter": 700, "lr": 0.01418, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.935, "top5_acc": 0.99875, "loss_cls": 0.34455, "loss": 0.34455, "time": 0.21936} {"mode": "train", "epoch": 69, "iter": 800, "lr": 0.01416, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.91875, "top5_acc": 0.9975, "loss_cls": 0.38568, "loss": 0.38568, "time": 0.21794} {"mode": "train", "epoch": 69, "iter": 900, "lr": 0.01414, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.90812, "top5_acc": 0.99625, "loss_cls": 0.40837, "loss": 0.40837, "time": 0.21475} {"mode": "train", "epoch": 69, "iter": 1000, "lr": 0.01412, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.915, "top5_acc": 0.9975, "loss_cls": 0.41384, "loss": 0.41384, "time": 0.215} {"mode": "train", "epoch": 69, "iter": 1100, "lr": 0.0141, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.91125, "top5_acc": 0.99812, "loss_cls": 0.41026, "loss": 0.41026, "time": 0.2141} {"mode": "train", "epoch": 69, "iter": 1200, "lr": 0.01408, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.92312, "top5_acc": 0.995, "loss_cls": 0.39746, "loss": 0.39746, "time": 0.21966} {"mode": "val", "epoch": 69, "iter": 533, "lr": 0.01407, "top1_acc": 0.89461, "top5_acc": 0.99343, "mean_class_accuracy": 0.8594} {"mode": "train", "epoch": 70, "iter": 100, "lr": 0.01405, "memory": 4120, "data_time": 0.20473, "top1_acc": 0.92812, "top5_acc": 0.99812, "loss_cls": 0.34134, "loss": 0.34134, "time": 0.42029} {"mode": "train", "epoch": 70, "iter": 200, "lr": 0.01403, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.93812, "top5_acc": 1.0, "loss_cls": 0.3454, "loss": 0.3454, "time": 0.21989} {"mode": "train", "epoch": 70, "iter": 300, "lr": 0.01401, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.92375, "top5_acc": 0.99812, "loss_cls": 0.37616, "loss": 0.37616, "time": 0.21804} {"mode": "train", "epoch": 70, "iter": 400, "lr": 0.01399, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.94938, "top5_acc": 0.99938, "loss_cls": 0.28475, "loss": 0.28475, "time": 0.21374} {"mode": "train", "epoch": 70, "iter": 500, "lr": 0.01397, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.93125, "top5_acc": 0.99938, "loss_cls": 0.35936, "loss": 0.35936, "time": 0.21247} {"mode": "train", "epoch": 70, "iter": 600, "lr": 0.01395, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.9175, "top5_acc": 0.99688, "loss_cls": 0.40171, "loss": 0.40171, "time": 0.21851} {"mode": "train", "epoch": 70, "iter": 700, "lr": 0.01392, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.92312, "top5_acc": 0.99562, "loss_cls": 0.37909, "loss": 0.37909, "time": 0.22149} {"mode": "train", "epoch": 70, "iter": 800, "lr": 0.0139, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.93188, "top5_acc": 1.0, "loss_cls": 0.36145, "loss": 0.36145, "time": 0.21905} {"mode": "train", "epoch": 70, "iter": 900, "lr": 0.01388, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.92, "top5_acc": 0.9975, "loss_cls": 0.40016, "loss": 0.40016, "time": 0.21691} {"mode": "train", "epoch": 70, "iter": 1000, "lr": 0.01386, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.92562, "top5_acc": 0.99812, "loss_cls": 0.36247, "loss": 0.36247, "time": 0.22195} {"mode": "train", "epoch": 70, "iter": 1100, "lr": 0.01384, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.92438, "top5_acc": 0.99812, "loss_cls": 0.36457, "loss": 0.36457, "time": 0.21842} {"mode": "train", "epoch": 70, "iter": 1200, "lr": 0.01382, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.93188, "top5_acc": 0.99812, "loss_cls": 0.348, "loss": 0.348, "time": 0.22022} {"mode": "val", "epoch": 70, "iter": 533, "lr": 0.01381, "top1_acc": 0.89555, "top5_acc": 0.99331, "mean_class_accuracy": 0.86363} {"mode": "train", "epoch": 71, "iter": 100, "lr": 0.01379, "memory": 4120, "data_time": 0.18949, "top1_acc": 0.93812, "top5_acc": 0.99938, "loss_cls": 0.29681, "loss": 0.29681, "time": 0.41066} {"mode": "train", "epoch": 71, "iter": 200, "lr": 0.01377, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.93812, "top5_acc": 0.99688, "loss_cls": 0.32151, "loss": 0.32151, "time": 0.22142} {"mode": "train", "epoch": 71, "iter": 300, "lr": 0.01375, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.93375, "top5_acc": 0.99938, "loss_cls": 0.31968, "loss": 0.31968, "time": 0.21857} {"mode": "train", "epoch": 71, "iter": 400, "lr": 0.01373, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.91125, "top5_acc": 0.9975, "loss_cls": 0.39335, "loss": 0.39335, "time": 0.21957} {"mode": "train", "epoch": 71, "iter": 500, "lr": 0.01371, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.9375, "top5_acc": 0.99875, "loss_cls": 0.3225, "loss": 0.3225, "time": 0.22034} {"mode": "train", "epoch": 71, "iter": 600, "lr": 0.01368, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.93312, "top5_acc": 0.99625, "loss_cls": 0.34506, "loss": 0.34506, "time": 0.22075} {"mode": "train", "epoch": 71, "iter": 700, "lr": 0.01366, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.925, "top5_acc": 0.9975, "loss_cls": 0.37126, "loss": 0.37126, "time": 0.21707} {"mode": "train", "epoch": 71, "iter": 800, "lr": 0.01364, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.92312, "top5_acc": 0.9975, "loss_cls": 0.37899, "loss": 0.37899, "time": 0.21792} {"mode": "train", "epoch": 71, "iter": 900, "lr": 0.01362, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.9375, "top5_acc": 1.0, "loss_cls": 0.30817, "loss": 0.30817, "time": 0.21398} {"mode": "train", "epoch": 71, "iter": 1000, "lr": 0.0136, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.925, "top5_acc": 0.99875, "loss_cls": 0.36355, "loss": 0.36355, "time": 0.21221} {"mode": "train", "epoch": 71, "iter": 1100, "lr": 0.01358, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.93062, "top5_acc": 0.9975, "loss_cls": 0.35641, "loss": 0.35641, "time": 0.21334} {"mode": "train", "epoch": 71, "iter": 1200, "lr": 0.01356, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.93188, "top5_acc": 0.99812, "loss_cls": 0.35427, "loss": 0.35427, "time": 0.21902} {"mode": "val", "epoch": 71, "iter": 533, "lr": 0.01355, "top1_acc": 0.88159, "top5_acc": 0.99202, "mean_class_accuracy": 0.84089} {"mode": "train", "epoch": 72, "iter": 100, "lr": 0.01353, "memory": 4120, "data_time": 0.20217, "top1_acc": 0.92562, "top5_acc": 0.99625, "loss_cls": 0.36688, "loss": 0.36688, "time": 0.42459} {"mode": "train", "epoch": 72, "iter": 200, "lr": 0.01351, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.93312, "top5_acc": 0.99938, "loss_cls": 0.33408, "loss": 0.33408, "time": 0.22336} {"mode": "train", "epoch": 72, "iter": 300, "lr": 0.01349, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.91625, "top5_acc": 0.99688, "loss_cls": 0.3781, "loss": 0.3781, "time": 0.21997} {"mode": "train", "epoch": 72, "iter": 400, "lr": 0.01346, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.92, "top5_acc": 0.99812, "loss_cls": 0.35772, "loss": 0.35772, "time": 0.21639} {"mode": "train", "epoch": 72, "iter": 500, "lr": 0.01344, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.93188, "top5_acc": 0.99812, "loss_cls": 0.3419, "loss": 0.3419, "time": 0.21321} {"mode": "train", "epoch": 72, "iter": 600, "lr": 0.01342, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.93, "top5_acc": 0.9975, "loss_cls": 0.32702, "loss": 0.32702, "time": 0.21835} {"mode": "train", "epoch": 72, "iter": 700, "lr": 0.0134, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.925, "top5_acc": 1.0, "loss_cls": 0.34225, "loss": 0.34225, "time": 0.21946} {"mode": "train", "epoch": 72, "iter": 800, "lr": 0.01338, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.93, "top5_acc": 0.99938, "loss_cls": 0.33296, "loss": 0.33296, "time": 0.21747} {"mode": "train", "epoch": 72, "iter": 900, "lr": 0.01336, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.94, "top5_acc": 0.99812, "loss_cls": 0.3265, "loss": 0.3265, "time": 0.21792} {"mode": "train", "epoch": 72, "iter": 1000, "lr": 0.01334, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.93, "top5_acc": 0.99812, "loss_cls": 0.3318, "loss": 0.3318, "time": 0.21741} {"mode": "train", "epoch": 72, "iter": 1100, "lr": 0.01332, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.93062, "top5_acc": 0.99812, "loss_cls": 0.36612, "loss": 0.36612, "time": 0.22179} {"mode": "train", "epoch": 72, "iter": 1200, "lr": 0.0133, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.92062, "top5_acc": 0.99625, "loss_cls": 0.38802, "loss": 0.38802, "time": 0.21608} {"mode": "val", "epoch": 72, "iter": 533, "lr": 0.01329, "top1_acc": 0.88077, "top5_acc": 0.99378, "mean_class_accuracy": 0.85052} {"mode": "train", "epoch": 73, "iter": 100, "lr": 0.01326, "memory": 4120, "data_time": 0.19009, "top1_acc": 0.93375, "top5_acc": 0.99938, "loss_cls": 0.34773, "loss": 0.34773, "time": 0.40849} {"mode": "train", "epoch": 73, "iter": 200, "lr": 0.01324, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.93125, "top5_acc": 0.99938, "loss_cls": 0.35501, "loss": 0.35501, "time": 0.21781} {"mode": "train", "epoch": 73, "iter": 300, "lr": 0.01322, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.9275, "top5_acc": 0.99938, "loss_cls": 0.34603, "loss": 0.34603, "time": 0.21648} {"mode": "train", "epoch": 73, "iter": 400, "lr": 0.0132, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.925, "top5_acc": 1.0, "loss_cls": 0.36015, "loss": 0.36015, "time": 0.21814} {"mode": "train", "epoch": 73, "iter": 500, "lr": 0.01318, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.9275, "top5_acc": 1.0, "loss_cls": 0.38737, "loss": 0.38737, "time": 0.21561} {"mode": "train", "epoch": 73, "iter": 600, "lr": 0.01316, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.93812, "top5_acc": 0.99812, "loss_cls": 0.33805, "loss": 0.33805, "time": 0.22542} {"mode": "train", "epoch": 73, "iter": 700, "lr": 0.01314, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.925, "top5_acc": 0.9975, "loss_cls": 0.37137, "loss": 0.37137, "time": 0.2204} {"mode": "train", "epoch": 73, "iter": 800, "lr": 0.01312, "memory": 4120, "data_time": 0.001, "top1_acc": 0.93688, "top5_acc": 0.9975, "loss_cls": 0.31508, "loss": 0.31508, "time": 0.21821} {"mode": "train", "epoch": 73, "iter": 900, "lr": 0.0131, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.92812, "top5_acc": 0.9975, "loss_cls": 0.38426, "loss": 0.38426, "time": 0.2164} {"mode": "train", "epoch": 73, "iter": 1000, "lr": 0.01308, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.92812, "top5_acc": 0.99875, "loss_cls": 0.37128, "loss": 0.37128, "time": 0.2156} {"mode": "train", "epoch": 73, "iter": 1100, "lr": 0.01306, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.94375, "top5_acc": 0.99875, "loss_cls": 0.30779, "loss": 0.30779, "time": 0.21425} {"mode": "train", "epoch": 73, "iter": 1200, "lr": 0.01304, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.925, "top5_acc": 0.99875, "loss_cls": 0.36524, "loss": 0.36524, "time": 0.22239} {"mode": "val", "epoch": 73, "iter": 533, "lr": 0.01302, "top1_acc": 0.87736, "top5_acc": 0.99108, "mean_class_accuracy": 0.83861} {"mode": "train", "epoch": 74, "iter": 100, "lr": 0.013, "memory": 4120, "data_time": 0.21068, "top1_acc": 0.93812, "top5_acc": 1.0, "loss_cls": 0.3029, "loss": 0.3029, "time": 0.42828} {"mode": "train", "epoch": 74, "iter": 200, "lr": 0.01298, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.94375, "top5_acc": 0.99875, "loss_cls": 0.29672, "loss": 0.29672, "time": 0.22165} {"mode": "train", "epoch": 74, "iter": 300, "lr": 0.01296, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.9325, "top5_acc": 1.0, "loss_cls": 0.32468, "loss": 0.32468, "time": 0.21913} {"mode": "train", "epoch": 74, "iter": 400, "lr": 0.01294, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.93875, "top5_acc": 0.99875, "loss_cls": 0.3307, "loss": 0.3307, "time": 0.21462} {"mode": "train", "epoch": 74, "iter": 500, "lr": 0.01292, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.92375, "top5_acc": 0.99688, "loss_cls": 0.38014, "loss": 0.38014, "time": 0.21239} {"mode": "train", "epoch": 74, "iter": 600, "lr": 0.0129, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.92062, "top5_acc": 0.99875, "loss_cls": 0.36022, "loss": 0.36022, "time": 0.21632} {"mode": "train", "epoch": 74, "iter": 700, "lr": 0.01288, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.92188, "top5_acc": 0.99875, "loss_cls": 0.38568, "loss": 0.38568, "time": 0.21985} {"mode": "train", "epoch": 74, "iter": 800, "lr": 0.01286, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.93312, "top5_acc": 0.99688, "loss_cls": 0.33955, "loss": 0.33955, "time": 0.21692} {"mode": "train", "epoch": 74, "iter": 900, "lr": 0.01284, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.93062, "top5_acc": 0.9975, "loss_cls": 0.33744, "loss": 0.33744, "time": 0.22106} {"mode": "train", "epoch": 74, "iter": 1000, "lr": 0.01282, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.92938, "top5_acc": 0.99938, "loss_cls": 0.34872, "loss": 0.34872, "time": 0.22034} {"mode": "train", "epoch": 74, "iter": 1100, "lr": 0.0128, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.92938, "top5_acc": 0.99938, "loss_cls": 0.32882, "loss": 0.32882, "time": 0.2172} {"mode": "train", "epoch": 74, "iter": 1200, "lr": 0.01278, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.92562, "top5_acc": 0.99688, "loss_cls": 0.38247, "loss": 0.38247, "time": 0.22151} {"mode": "val", "epoch": 74, "iter": 533, "lr": 0.01276, "top1_acc": 0.88569, "top5_acc": 0.9912, "mean_class_accuracy": 0.84709} {"mode": "train", "epoch": 75, "iter": 100, "lr": 0.01274, "memory": 4120, "data_time": 0.18692, "top1_acc": 0.935, "top5_acc": 0.99938, "loss_cls": 0.31983, "loss": 0.31983, "time": 0.40721} {"mode": "train", "epoch": 75, "iter": 200, "lr": 0.01272, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.9575, "top5_acc": 0.99875, "loss_cls": 0.27341, "loss": 0.27341, "time": 0.21978} {"mode": "train", "epoch": 75, "iter": 300, "lr": 0.0127, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.93938, "top5_acc": 0.99938, "loss_cls": 0.30377, "loss": 0.30377, "time": 0.22214} {"mode": "train", "epoch": 75, "iter": 400, "lr": 0.01268, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.94062, "top5_acc": 0.99938, "loss_cls": 0.30352, "loss": 0.30352, "time": 0.21999} {"mode": "train", "epoch": 75, "iter": 500, "lr": 0.01266, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.94, "top5_acc": 0.99875, "loss_cls": 0.29108, "loss": 0.29108, "time": 0.21916} {"mode": "train", "epoch": 75, "iter": 600, "lr": 0.01264, "memory": 4120, "data_time": 0.00109, "top1_acc": 0.94625, "top5_acc": 0.99875, "loss_cls": 0.28912, "loss": 0.28912, "time": 0.221} {"mode": "train", "epoch": 75, "iter": 700, "lr": 0.01262, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.92875, "top5_acc": 0.99875, "loss_cls": 0.35429, "loss": 0.35429, "time": 0.21584} {"mode": "train", "epoch": 75, "iter": 800, "lr": 0.0126, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.9225, "top5_acc": 0.9975, "loss_cls": 0.39319, "loss": 0.39319, "time": 0.21673} {"mode": "train", "epoch": 75, "iter": 900, "lr": 0.01258, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.93812, "top5_acc": 0.99938, "loss_cls": 0.32212, "loss": 0.32212, "time": 0.21101} {"mode": "train", "epoch": 75, "iter": 1000, "lr": 0.01256, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.9225, "top5_acc": 0.99938, "loss_cls": 0.38536, "loss": 0.38536, "time": 0.215} {"mode": "train", "epoch": 75, "iter": 1100, "lr": 0.01254, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.92062, "top5_acc": 0.9975, "loss_cls": 0.42004, "loss": 0.42004, "time": 0.21571} {"mode": "train", "epoch": 75, "iter": 1200, "lr": 0.01252, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.91562, "top5_acc": 0.9975, "loss_cls": 0.38919, "loss": 0.38919, "time": 0.21957} {"mode": "val", "epoch": 75, "iter": 533, "lr": 0.0125, "top1_acc": 0.88299, "top5_acc": 0.99214, "mean_class_accuracy": 0.85434} {"mode": "train", "epoch": 76, "iter": 100, "lr": 0.01248, "memory": 4120, "data_time": 0.19897, "top1_acc": 0.93875, "top5_acc": 1.0, "loss_cls": 0.32215, "loss": 0.32215, "time": 0.41902} {"mode": "train", "epoch": 76, "iter": 200, "lr": 0.01246, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.93438, "top5_acc": 0.99875, "loss_cls": 0.30855, "loss": 0.30855, "time": 0.22037} {"mode": "train", "epoch": 76, "iter": 300, "lr": 0.01244, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.93938, "top5_acc": 0.99812, "loss_cls": 0.31631, "loss": 0.31631, "time": 0.21418} {"mode": "train", "epoch": 76, "iter": 400, "lr": 0.01242, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.94562, "top5_acc": 0.99812, "loss_cls": 0.30336, "loss": 0.30336, "time": 0.21323} {"mode": "train", "epoch": 76, "iter": 500, "lr": 0.0124, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.93625, "top5_acc": 0.99812, "loss_cls": 0.33741, "loss": 0.33741, "time": 0.21206} {"mode": "train", "epoch": 76, "iter": 600, "lr": 0.01238, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.94125, "top5_acc": 0.9975, "loss_cls": 0.31401, "loss": 0.31401, "time": 0.21725} {"mode": "train", "epoch": 76, "iter": 700, "lr": 0.01236, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.92312, "top5_acc": 0.99812, "loss_cls": 0.36579, "loss": 0.36579, "time": 0.22084} {"mode": "train", "epoch": 76, "iter": 800, "lr": 0.01234, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.92562, "top5_acc": 0.99812, "loss_cls": 0.37849, "loss": 0.37849, "time": 0.21792} {"mode": "train", "epoch": 76, "iter": 900, "lr": 0.01232, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.91625, "top5_acc": 0.9975, "loss_cls": 0.40932, "loss": 0.40932, "time": 0.2189} {"mode": "train", "epoch": 76, "iter": 1000, "lr": 0.0123, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.92125, "top5_acc": 0.99625, "loss_cls": 0.3868, "loss": 0.3868, "time": 0.21815} {"mode": "train", "epoch": 76, "iter": 1100, "lr": 0.01228, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.91812, "top5_acc": 0.9975, "loss_cls": 0.37973, "loss": 0.37973, "time": 0.22199} {"mode": "train", "epoch": 76, "iter": 1200, "lr": 0.01225, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.92562, "top5_acc": 0.99812, "loss_cls": 0.37305, "loss": 0.37305, "time": 0.21761} {"mode": "val", "epoch": 76, "iter": 533, "lr": 0.01224, "top1_acc": 0.88605, "top5_acc": 0.99038, "mean_class_accuracy": 0.84912} {"mode": "train", "epoch": 77, "iter": 100, "lr": 0.01222, "memory": 4120, "data_time": 0.1834, "top1_acc": 0.92562, "top5_acc": 0.99812, "loss_cls": 0.37949, "loss": 0.37949, "time": 0.39763} {"mode": "train", "epoch": 77, "iter": 200, "lr": 0.0122, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.93, "top5_acc": 1.0, "loss_cls": 0.31486, "loss": 0.31486, "time": 0.22164} {"mode": "train", "epoch": 77, "iter": 300, "lr": 0.01218, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.93375, "top5_acc": 0.99875, "loss_cls": 0.33093, "loss": 0.33093, "time": 0.21924} {"mode": "train", "epoch": 77, "iter": 400, "lr": 0.01216, "memory": 4120, "data_time": 0.00106, "top1_acc": 0.93375, "top5_acc": 0.99875, "loss_cls": 0.30987, "loss": 0.30987, "time": 0.22107} {"mode": "train", "epoch": 77, "iter": 500, "lr": 0.01214, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.94, "top5_acc": 1.0, "loss_cls": 0.292, "loss": 0.292, "time": 0.22064} {"mode": "train", "epoch": 77, "iter": 600, "lr": 0.01212, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.9375, "top5_acc": 0.9975, "loss_cls": 0.31441, "loss": 0.31441, "time": 0.22212} {"mode": "train", "epoch": 77, "iter": 700, "lr": 0.0121, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.93688, "top5_acc": 0.99688, "loss_cls": 0.33733, "loss": 0.33733, "time": 0.21767} {"mode": "train", "epoch": 77, "iter": 800, "lr": 0.01207, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.94688, "top5_acc": 1.0, "loss_cls": 0.29519, "loss": 0.29519, "time": 0.22201} {"mode": "train", "epoch": 77, "iter": 900, "lr": 0.01205, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.93875, "top5_acc": 0.99812, "loss_cls": 0.31617, "loss": 0.31617, "time": 0.21333} {"mode": "train", "epoch": 77, "iter": 1000, "lr": 0.01203, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.93188, "top5_acc": 0.99875, "loss_cls": 0.31048, "loss": 0.31048, "time": 0.2119} {"mode": "train", "epoch": 77, "iter": 1100, "lr": 0.01201, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.9425, "top5_acc": 1.0, "loss_cls": 0.29358, "loss": 0.29358, "time": 0.21425} {"mode": "train", "epoch": 77, "iter": 1200, "lr": 0.01199, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.93875, "top5_acc": 0.99875, "loss_cls": 0.30845, "loss": 0.30845, "time": 0.22074} {"mode": "val", "epoch": 77, "iter": 533, "lr": 0.01198, "top1_acc": 0.8986, "top5_acc": 0.99237, "mean_class_accuracy": 0.85403} {"mode": "train", "epoch": 78, "iter": 100, "lr": 0.01196, "memory": 4120, "data_time": 0.20792, "top1_acc": 0.9575, "top5_acc": 1.0, "loss_cls": 0.25032, "loss": 0.25032, "time": 0.42727} {"mode": "train", "epoch": 78, "iter": 200, "lr": 0.01194, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.95188, "top5_acc": 0.99938, "loss_cls": 0.25962, "loss": 0.25962, "time": 0.22109} {"mode": "train", "epoch": 78, "iter": 300, "lr": 0.01192, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.93125, "top5_acc": 0.99812, "loss_cls": 0.35559, "loss": 0.35559, "time": 0.21835} {"mode": "train", "epoch": 78, "iter": 400, "lr": 0.0119, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.92812, "top5_acc": 0.99812, "loss_cls": 0.34261, "loss": 0.34261, "time": 0.21114} {"mode": "train", "epoch": 78, "iter": 500, "lr": 0.01187, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.93062, "top5_acc": 0.99875, "loss_cls": 0.32133, "loss": 0.32133, "time": 0.21261} {"mode": "train", "epoch": 78, "iter": 600, "lr": 0.01185, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.93375, "top5_acc": 0.9975, "loss_cls": 0.31618, "loss": 0.31618, "time": 0.22093} {"mode": "train", "epoch": 78, "iter": 700, "lr": 0.01183, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.925, "top5_acc": 0.99688, "loss_cls": 0.34764, "loss": 0.34764, "time": 0.21822} {"mode": "train", "epoch": 78, "iter": 800, "lr": 0.01181, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.93188, "top5_acc": 0.99688, "loss_cls": 0.34129, "loss": 0.34129, "time": 0.22} {"mode": "train", "epoch": 78, "iter": 900, "lr": 0.01179, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.935, "top5_acc": 0.99812, "loss_cls": 0.31931, "loss": 0.31931, "time": 0.21962} {"mode": "train", "epoch": 78, "iter": 1000, "lr": 0.01177, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.9375, "top5_acc": 0.99875, "loss_cls": 0.28574, "loss": 0.28574, "time": 0.2178} {"mode": "train", "epoch": 78, "iter": 1100, "lr": 0.01175, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.93, "top5_acc": 0.99812, "loss_cls": 0.34931, "loss": 0.34931, "time": 0.21859} {"mode": "train", "epoch": 78, "iter": 1200, "lr": 0.01173, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.93688, "top5_acc": 1.0, "loss_cls": 0.29692, "loss": 0.29692, "time": 0.22068} {"mode": "val", "epoch": 78, "iter": 533, "lr": 0.01172, "top1_acc": 0.89896, "top5_acc": 0.99507, "mean_class_accuracy": 0.8531} {"mode": "train", "epoch": 79, "iter": 100, "lr": 0.01169, "memory": 4120, "data_time": 0.188, "top1_acc": 0.95188, "top5_acc": 0.99938, "loss_cls": 0.26335, "loss": 0.26335, "time": 0.40415} {"mode": "train", "epoch": 79, "iter": 200, "lr": 0.01167, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.94625, "top5_acc": 0.99812, "loss_cls": 0.27985, "loss": 0.27985, "time": 0.2225} {"mode": "train", "epoch": 79, "iter": 300, "lr": 0.01165, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.94625, "top5_acc": 0.99938, "loss_cls": 0.2923, "loss": 0.2923, "time": 0.22047} {"mode": "train", "epoch": 79, "iter": 400, "lr": 0.01163, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.93688, "top5_acc": 0.9975, "loss_cls": 0.30949, "loss": 0.30949, "time": 0.2212} {"mode": "train", "epoch": 79, "iter": 500, "lr": 0.01161, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.94875, "top5_acc": 0.9975, "loss_cls": 0.25895, "loss": 0.25895, "time": 0.21734} {"mode": "train", "epoch": 79, "iter": 600, "lr": 0.01159, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.92875, "top5_acc": 0.99875, "loss_cls": 0.34829, "loss": 0.34829, "time": 0.21854} {"mode": "train", "epoch": 79, "iter": 700, "lr": 0.01157, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.93938, "top5_acc": 0.99938, "loss_cls": 0.29411, "loss": 0.29411, "time": 0.22112} {"mode": "train", "epoch": 79, "iter": 800, "lr": 0.01155, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.94375, "top5_acc": 0.9975, "loss_cls": 0.30409, "loss": 0.30409, "time": 0.21832} {"mode": "train", "epoch": 79, "iter": 900, "lr": 0.01153, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.9425, "top5_acc": 0.99812, "loss_cls": 0.32279, "loss": 0.32279, "time": 0.21314} {"mode": "train", "epoch": 79, "iter": 1000, "lr": 0.01151, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.93188, "top5_acc": 0.99875, "loss_cls": 0.33272, "loss": 0.33272, "time": 0.21108} {"mode": "train", "epoch": 79, "iter": 1100, "lr": 0.01149, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.92688, "top5_acc": 0.99938, "loss_cls": 0.34962, "loss": 0.34962, "time": 0.21558} {"mode": "train", "epoch": 79, "iter": 1200, "lr": 0.01147, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.9275, "top5_acc": 0.99938, "loss_cls": 0.35103, "loss": 0.35103, "time": 0.21848} {"mode": "val", "epoch": 79, "iter": 533, "lr": 0.01145, "top1_acc": 0.90588, "top5_acc": 0.99566, "mean_class_accuracy": 0.86848} {"mode": "train", "epoch": 80, "iter": 100, "lr": 0.01143, "memory": 4120, "data_time": 0.20712, "top1_acc": 0.94, "top5_acc": 0.99938, "loss_cls": 0.30639, "loss": 0.30639, "time": 0.42782} {"mode": "train", "epoch": 80, "iter": 200, "lr": 0.01141, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.93812, "top5_acc": 1.0, "loss_cls": 0.28602, "loss": 0.28602, "time": 0.21945} {"mode": "train", "epoch": 80, "iter": 300, "lr": 0.01139, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.94062, "top5_acc": 1.0, "loss_cls": 0.29299, "loss": 0.29299, "time": 0.21541} {"mode": "train", "epoch": 80, "iter": 400, "lr": 0.01137, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.94312, "top5_acc": 0.99938, "loss_cls": 0.28893, "loss": 0.28893, "time": 0.21381} {"mode": "train", "epoch": 80, "iter": 500, "lr": 0.01135, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.945, "top5_acc": 0.99875, "loss_cls": 0.29282, "loss": 0.29282, "time": 0.2139} {"mode": "train", "epoch": 80, "iter": 600, "lr": 0.01133, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.93875, "top5_acc": 0.99938, "loss_cls": 0.31696, "loss": 0.31696, "time": 0.21687} {"mode": "train", "epoch": 80, "iter": 700, "lr": 0.01131, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.94312, "top5_acc": 0.99875, "loss_cls": 0.28593, "loss": 0.28593, "time": 0.21778} {"mode": "train", "epoch": 80, "iter": 800, "lr": 0.01129, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.9425, "top5_acc": 0.9975, "loss_cls": 0.29955, "loss": 0.29955, "time": 0.21976} {"mode": "train", "epoch": 80, "iter": 900, "lr": 0.01127, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.93562, "top5_acc": 0.99875, "loss_cls": 0.31576, "loss": 0.31576, "time": 0.21867} {"mode": "train", "epoch": 80, "iter": 1000, "lr": 0.01125, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.94625, "top5_acc": 1.0, "loss_cls": 0.28524, "loss": 0.28524, "time": 0.21841} {"mode": "train", "epoch": 80, "iter": 1100, "lr": 0.01123, "memory": 4120, "data_time": 0.00099, "top1_acc": 0.94125, "top5_acc": 1.0, "loss_cls": 0.31026, "loss": 0.31026, "time": 0.22244} {"mode": "train", "epoch": 80, "iter": 1200, "lr": 0.01121, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.93875, "top5_acc": 0.99938, "loss_cls": 0.31258, "loss": 0.31258, "time": 0.22163} {"mode": "val", "epoch": 80, "iter": 533, "lr": 0.01119, "top1_acc": 0.89731, "top5_acc": 0.99214, "mean_class_accuracy": 0.86568} {"mode": "train", "epoch": 81, "iter": 100, "lr": 0.01117, "memory": 4120, "data_time": 0.18369, "top1_acc": 0.94125, "top5_acc": 0.9975, "loss_cls": 0.32698, "loss": 0.32698, "time": 0.40122} {"mode": "train", "epoch": 81, "iter": 200, "lr": 0.01115, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.94812, "top5_acc": 0.99938, "loss_cls": 0.27709, "loss": 0.27709, "time": 0.22335} {"mode": "train", "epoch": 81, "iter": 300, "lr": 0.01113, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.93, "top5_acc": 1.0, "loss_cls": 0.32185, "loss": 0.32185, "time": 0.21955} {"mode": "train", "epoch": 81, "iter": 400, "lr": 0.01111, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.92688, "top5_acc": 0.99812, "loss_cls": 0.34742, "loss": 0.34742, "time": 0.21895} {"mode": "train", "epoch": 81, "iter": 500, "lr": 0.01109, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.92875, "top5_acc": 0.99875, "loss_cls": 0.34691, "loss": 0.34691, "time": 0.22236} {"mode": "train", "epoch": 81, "iter": 600, "lr": 0.01107, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.9375, "top5_acc": 0.99875, "loss_cls": 0.3001, "loss": 0.3001, "time": 0.21861} {"mode": "train", "epoch": 81, "iter": 700, "lr": 0.01105, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.94188, "top5_acc": 0.99875, "loss_cls": 0.29724, "loss": 0.29724, "time": 0.21668} {"mode": "train", "epoch": 81, "iter": 800, "lr": 0.01103, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.9475, "top5_acc": 0.99938, "loss_cls": 0.27391, "loss": 0.27391, "time": 0.2201} {"mode": "train", "epoch": 81, "iter": 900, "lr": 0.01101, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.94188, "top5_acc": 1.0, "loss_cls": 0.30222, "loss": 0.30222, "time": 0.2143} {"mode": "train", "epoch": 81, "iter": 1000, "lr": 0.01099, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.9475, "top5_acc": 0.99938, "loss_cls": 0.27558, "loss": 0.27558, "time": 0.21216} {"mode": "train", "epoch": 81, "iter": 1100, "lr": 0.01097, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.92938, "top5_acc": 0.99625, "loss_cls": 0.35317, "loss": 0.35317, "time": 0.21148} {"mode": "train", "epoch": 81, "iter": 1200, "lr": 0.01095, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.92625, "top5_acc": 0.99812, "loss_cls": 0.36565, "loss": 0.36565, "time": 0.2159} {"mode": "val", "epoch": 81, "iter": 533, "lr": 0.01093, "top1_acc": 0.88558, "top5_acc": 0.99225, "mean_class_accuracy": 0.84459} {"mode": "train", "epoch": 82, "iter": 100, "lr": 0.01091, "memory": 4120, "data_time": 0.20495, "top1_acc": 0.94812, "top5_acc": 0.99875, "loss_cls": 0.27005, "loss": 0.27005, "time": 0.42355} {"mode": "train", "epoch": 82, "iter": 200, "lr": 0.01089, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.94188, "top5_acc": 0.99875, "loss_cls": 0.31758, "loss": 0.31758, "time": 0.21887} {"mode": "train", "epoch": 82, "iter": 300, "lr": 0.01087, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.9425, "top5_acc": 0.99875, "loss_cls": 0.29475, "loss": 0.29475, "time": 0.22019} {"mode": "train", "epoch": 82, "iter": 400, "lr": 0.01085, "memory": 4120, "data_time": 0.00103, "top1_acc": 0.93375, "top5_acc": 0.99938, "loss_cls": 0.31751, "loss": 0.31751, "time": 0.21304} {"mode": "train", "epoch": 82, "iter": 500, "lr": 0.01083, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.93875, "top5_acc": 0.99938, "loss_cls": 0.30337, "loss": 0.30337, "time": 0.21318} {"mode": "train", "epoch": 82, "iter": 600, "lr": 0.01081, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.935, "top5_acc": 0.99938, "loss_cls": 0.31994, "loss": 0.31994, "time": 0.2154} {"mode": "train", "epoch": 82, "iter": 700, "lr": 0.01079, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.93688, "top5_acc": 0.99875, "loss_cls": 0.3323, "loss": 0.3323, "time": 0.21798} {"mode": "train", "epoch": 82, "iter": 800, "lr": 0.01077, "memory": 4120, "data_time": 0.00103, "top1_acc": 0.93312, "top5_acc": 1.0, "loss_cls": 0.30844, "loss": 0.30844, "time": 0.21801} {"mode": "train", "epoch": 82, "iter": 900, "lr": 0.01075, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.93875, "top5_acc": 1.0, "loss_cls": 0.27733, "loss": 0.27733, "time": 0.21946} {"mode": "train", "epoch": 82, "iter": 1000, "lr": 0.01073, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.93188, "top5_acc": 0.99812, "loss_cls": 0.34986, "loss": 0.34986, "time": 0.21977} {"mode": "train", "epoch": 82, "iter": 1100, "lr": 0.01071, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.93875, "top5_acc": 0.99875, "loss_cls": 0.30672, "loss": 0.30672, "time": 0.22022} {"mode": "train", "epoch": 82, "iter": 1200, "lr": 0.01069, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.9375, "top5_acc": 0.99688, "loss_cls": 0.32494, "loss": 0.32494, "time": 0.21914} {"mode": "val", "epoch": 82, "iter": 533, "lr": 0.01067, "top1_acc": 0.88464, "top5_acc": 0.99413, "mean_class_accuracy": 0.84556} {"mode": "train", "epoch": 83, "iter": 100, "lr": 0.01065, "memory": 4120, "data_time": 0.18947, "top1_acc": 0.94, "top5_acc": 0.99875, "loss_cls": 0.28959, "loss": 0.28959, "time": 0.40744} {"mode": "train", "epoch": 83, "iter": 200, "lr": 0.01063, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.955, "top5_acc": 0.99938, "loss_cls": 0.26068, "loss": 0.26068, "time": 0.22313} {"mode": "train", "epoch": 83, "iter": 300, "lr": 0.01061, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.9525, "top5_acc": 1.0, "loss_cls": 0.245, "loss": 0.245, "time": 0.21763} {"mode": "train", "epoch": 83, "iter": 400, "lr": 0.01059, "memory": 4120, "data_time": 0.00095, "top1_acc": 0.945, "top5_acc": 0.99938, "loss_cls": 0.27057, "loss": 0.27057, "time": 0.21875} {"mode": "train", "epoch": 83, "iter": 500, "lr": 0.01057, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.9375, "top5_acc": 0.9975, "loss_cls": 0.30539, "loss": 0.30539, "time": 0.21973} {"mode": "train", "epoch": 83, "iter": 600, "lr": 0.01055, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.94062, "top5_acc": 0.9975, "loss_cls": 0.29837, "loss": 0.29837, "time": 0.22022} {"mode": "train", "epoch": 83, "iter": 700, "lr": 0.01053, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.94188, "top5_acc": 1.0, "loss_cls": 0.27822, "loss": 0.27822, "time": 0.21908} {"mode": "train", "epoch": 83, "iter": 800, "lr": 0.01051, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.94812, "top5_acc": 0.99938, "loss_cls": 0.28495, "loss": 0.28495, "time": 0.21881} {"mode": "train", "epoch": 83, "iter": 900, "lr": 0.01049, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.94688, "top5_acc": 0.99875, "loss_cls": 0.28205, "loss": 0.28205, "time": 0.21277} {"mode": "train", "epoch": 83, "iter": 1000, "lr": 0.01047, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.945, "top5_acc": 0.99875, "loss_cls": 0.2785, "loss": 0.2785, "time": 0.21231} {"mode": "train", "epoch": 83, "iter": 1100, "lr": 0.01045, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.95125, "top5_acc": 0.99938, "loss_cls": 0.27324, "loss": 0.27324, "time": 0.21558} {"mode": "train", "epoch": 83, "iter": 1200, "lr": 0.01043, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.9475, "top5_acc": 0.99938, "loss_cls": 0.28439, "loss": 0.28439, "time": 0.21791} {"mode": "val", "epoch": 83, "iter": 533, "lr": 0.01042, "top1_acc": 0.89743, "top5_acc": 0.9946, "mean_class_accuracy": 0.86252} {"mode": "train", "epoch": 84, "iter": 100, "lr": 0.0104, "memory": 4120, "data_time": 0.2042, "top1_acc": 0.9475, "top5_acc": 0.99938, "loss_cls": 0.25784, "loss": 0.25784, "time": 0.42226} {"mode": "train", "epoch": 84, "iter": 200, "lr": 0.01038, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.95125, "top5_acc": 0.99875, "loss_cls": 0.26069, "loss": 0.26069, "time": 0.2173} {"mode": "train", "epoch": 84, "iter": 300, "lr": 0.01036, "memory": 4120, "data_time": 0.00106, "top1_acc": 0.95625, "top5_acc": 1.0, "loss_cls": 0.24841, "loss": 0.24841, "time": 0.21496} {"mode": "train", "epoch": 84, "iter": 400, "lr": 0.01034, "memory": 4120, "data_time": 0.00098, "top1_acc": 0.9475, "top5_acc": 0.99938, "loss_cls": 0.25619, "loss": 0.25619, "time": 0.21309} {"mode": "train", "epoch": 84, "iter": 500, "lr": 0.01031, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.9425, "top5_acc": 1.0, "loss_cls": 0.27086, "loss": 0.27086, "time": 0.21237} {"mode": "train", "epoch": 84, "iter": 600, "lr": 0.01029, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.95062, "top5_acc": 0.99812, "loss_cls": 0.28076, "loss": 0.28076, "time": 0.21675} {"mode": "train", "epoch": 84, "iter": 700, "lr": 0.01027, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.95688, "top5_acc": 0.99938, "loss_cls": 0.25985, "loss": 0.25985, "time": 0.22021} {"mode": "train", "epoch": 84, "iter": 800, "lr": 0.01025, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.945, "top5_acc": 0.99938, "loss_cls": 0.27945, "loss": 0.27945, "time": 0.21998} {"mode": "train", "epoch": 84, "iter": 900, "lr": 0.01023, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.93938, "top5_acc": 0.9975, "loss_cls": 0.30714, "loss": 0.30714, "time": 0.21792} {"mode": "train", "epoch": 84, "iter": 1000, "lr": 0.01021, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.9325, "top5_acc": 1.0, "loss_cls": 0.29041, "loss": 0.29041, "time": 0.21922} {"mode": "train", "epoch": 84, "iter": 1100, "lr": 0.01019, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.94812, "top5_acc": 0.99938, "loss_cls": 0.26971, "loss": 0.26971, "time": 0.21807} {"mode": "train", "epoch": 84, "iter": 1200, "lr": 0.01017, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.94188, "top5_acc": 0.99812, "loss_cls": 0.30313, "loss": 0.30313, "time": 0.2221} {"mode": "val", "epoch": 84, "iter": 533, "lr": 0.01016, "top1_acc": 0.90165, "top5_acc": 0.99472, "mean_class_accuracy": 0.86209} {"mode": "train", "epoch": 85, "iter": 100, "lr": 0.01014, "memory": 4120, "data_time": 0.19982, "top1_acc": 0.95562, "top5_acc": 0.99875, "loss_cls": 0.25408, "loss": 0.25408, "time": 0.4212} {"mode": "train", "epoch": 85, "iter": 200, "lr": 0.01012, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.95562, "top5_acc": 0.99938, "loss_cls": 0.2472, "loss": 0.2472, "time": 0.21857} {"mode": "train", "epoch": 85, "iter": 300, "lr": 0.0101, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.95812, "top5_acc": 0.99938, "loss_cls": 0.23637, "loss": 0.23637, "time": 0.2204} {"mode": "train", "epoch": 85, "iter": 400, "lr": 0.01008, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.94562, "top5_acc": 0.99812, "loss_cls": 0.29526, "loss": 0.29526, "time": 0.21601} {"mode": "train", "epoch": 85, "iter": 500, "lr": 0.01006, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.94812, "top5_acc": 1.0, "loss_cls": 0.24694, "loss": 0.24694, "time": 0.21825} {"mode": "train", "epoch": 85, "iter": 600, "lr": 0.01004, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.94625, "top5_acc": 1.0, "loss_cls": 0.29876, "loss": 0.29876, "time": 0.21926} {"mode": "train", "epoch": 85, "iter": 700, "lr": 0.01002, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.93562, "top5_acc": 0.99875, "loss_cls": 0.32713, "loss": 0.32713, "time": 0.22096} {"mode": "train", "epoch": 85, "iter": 800, "lr": 0.01, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.94062, "top5_acc": 0.99938, "loss_cls": 0.31423, "loss": 0.31423, "time": 0.21714} {"mode": "train", "epoch": 85, "iter": 900, "lr": 0.00998, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.94125, "top5_acc": 0.99938, "loss_cls": 0.2876, "loss": 0.2876, "time": 0.21192} {"mode": "train", "epoch": 85, "iter": 1000, "lr": 0.00996, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.94625, "top5_acc": 0.99812, "loss_cls": 0.28783, "loss": 0.28783, "time": 0.2147} {"mode": "train", "epoch": 85, "iter": 1100, "lr": 0.00994, "memory": 4120, "data_time": 0.00096, "top1_acc": 0.935, "top5_acc": 0.99875, "loss_cls": 0.33121, "loss": 0.33121, "time": 0.21789} {"mode": "train", "epoch": 85, "iter": 1200, "lr": 0.00992, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.94938, "top5_acc": 0.99938, "loss_cls": 0.27782, "loss": 0.27782, "time": 0.21672} {"mode": "val", "epoch": 85, "iter": 533, "lr": 0.0099, "top1_acc": 0.90494, "top5_acc": 0.99495, "mean_class_accuracy": 0.86709} {"mode": "train", "epoch": 86, "iter": 100, "lr": 0.00988, "memory": 4120, "data_time": 0.21837, "top1_acc": 0.95375, "top5_acc": 1.0, "loss_cls": 0.21961, "loss": 0.21961, "time": 0.44094} {"mode": "train", "epoch": 86, "iter": 200, "lr": 0.00986, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.95375, "top5_acc": 1.0, "loss_cls": 0.24224, "loss": 0.24224, "time": 0.21911} {"mode": "train", "epoch": 86, "iter": 300, "lr": 0.00984, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.95312, "top5_acc": 1.0, "loss_cls": 0.25354, "loss": 0.25354, "time": 0.21955} {"mode": "train", "epoch": 86, "iter": 400, "lr": 0.00982, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.95, "top5_acc": 0.99938, "loss_cls": 0.24024, "loss": 0.24024, "time": 0.21405} {"mode": "train", "epoch": 86, "iter": 500, "lr": 0.0098, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.95312, "top5_acc": 1.0, "loss_cls": 0.24652, "loss": 0.24652, "time": 0.21217} {"mode": "train", "epoch": 86, "iter": 600, "lr": 0.00978, "memory": 4120, "data_time": 0.00092, "top1_acc": 0.95625, "top5_acc": 1.0, "loss_cls": 0.21694, "loss": 0.21694, "time": 0.21666} {"mode": "train", "epoch": 86, "iter": 700, "lr": 0.00976, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.95188, "top5_acc": 0.99875, "loss_cls": 0.25608, "loss": 0.25608, "time": 0.22367} {"mode": "train", "epoch": 86, "iter": 800, "lr": 0.00974, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.95875, "top5_acc": 0.99812, "loss_cls": 0.23758, "loss": 0.23758, "time": 0.22083} {"mode": "train", "epoch": 86, "iter": 900, "lr": 0.00972, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.94812, "top5_acc": 0.99938, "loss_cls": 0.26601, "loss": 0.26601, "time": 0.22166} {"mode": "train", "epoch": 86, "iter": 1000, "lr": 0.0097, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.95188, "top5_acc": 1.0, "loss_cls": 0.24303, "loss": 0.24303, "time": 0.21707} {"mode": "train", "epoch": 86, "iter": 1100, "lr": 0.00968, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.96062, "top5_acc": 0.9975, "loss_cls": 0.24623, "loss": 0.24623, "time": 0.22032} {"mode": "train", "epoch": 86, "iter": 1200, "lr": 0.00966, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.94562, "top5_acc": 0.99938, "loss_cls": 0.28188, "loss": 0.28188, "time": 0.21811} {"mode": "val", "epoch": 86, "iter": 533, "lr": 0.00965, "top1_acc": 0.91104, "top5_acc": 0.99472, "mean_class_accuracy": 0.87569} {"mode": "train", "epoch": 87, "iter": 100, "lr": 0.00963, "memory": 4120, "data_time": 0.19522, "top1_acc": 0.9375, "top5_acc": 0.99938, "loss_cls": 0.29358, "loss": 0.29358, "time": 0.41641} {"mode": "train", "epoch": 87, "iter": 200, "lr": 0.00961, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.94562, "top5_acc": 0.99938, "loss_cls": 0.27022, "loss": 0.27022, "time": 0.21938} {"mode": "train", "epoch": 87, "iter": 300, "lr": 0.00959, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.95188, "top5_acc": 1.0, "loss_cls": 0.26322, "loss": 0.26322, "time": 0.21934} {"mode": "train", "epoch": 87, "iter": 400, "lr": 0.00957, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.9575, "top5_acc": 0.99938, "loss_cls": 0.22554, "loss": 0.22554, "time": 0.22016} {"mode": "train", "epoch": 87, "iter": 500, "lr": 0.00955, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.20122, "loss": 0.20122, "time": 0.22138} {"mode": "train", "epoch": 87, "iter": 600, "lr": 0.00953, "memory": 4120, "data_time": 0.00088, "top1_acc": 0.9575, "top5_acc": 0.99875, "loss_cls": 0.22475, "loss": 0.22475, "time": 0.2195} {"mode": "train", "epoch": 87, "iter": 700, "lr": 0.00951, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.95438, "top5_acc": 0.99812, "loss_cls": 0.26139, "loss": 0.26139, "time": 0.21637} {"mode": "train", "epoch": 87, "iter": 800, "lr": 0.00949, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.9525, "top5_acc": 1.0, "loss_cls": 0.25145, "loss": 0.25145, "time": 0.21961} {"mode": "train", "epoch": 87, "iter": 900, "lr": 0.00947, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.95062, "top5_acc": 0.99938, "loss_cls": 0.26378, "loss": 0.26378, "time": 0.21236} {"mode": "train", "epoch": 87, "iter": 1000, "lr": 0.00945, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.94375, "top5_acc": 1.0, "loss_cls": 0.2728, "loss": 0.2728, "time": 0.21367} {"mode": "train", "epoch": 87, "iter": 1100, "lr": 0.00943, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.94625, "top5_acc": 0.99938, "loss_cls": 0.24641, "loss": 0.24641, "time": 0.21517} {"mode": "train", "epoch": 87, "iter": 1200, "lr": 0.00941, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.93188, "top5_acc": 1.0, "loss_cls": 0.32924, "loss": 0.32924, "time": 0.22099} {"mode": "val", "epoch": 87, "iter": 533, "lr": 0.00939, "top1_acc": 0.89696, "top5_acc": 0.99355, "mean_class_accuracy": 0.87188} {"mode": "train", "epoch": 88, "iter": 100, "lr": 0.00937, "memory": 4120, "data_time": 0.20444, "top1_acc": 0.95625, "top5_acc": 1.0, "loss_cls": 0.24535, "loss": 0.24535, "time": 0.42592} {"mode": "train", "epoch": 88, "iter": 200, "lr": 0.00935, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.96, "top5_acc": 0.99938, "loss_cls": 0.2131, "loss": 0.2131, "time": 0.21983} {"mode": "train", "epoch": 88, "iter": 300, "lr": 0.00933, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.9425, "top5_acc": 0.99812, "loss_cls": 0.27939, "loss": 0.27939, "time": 0.21475} {"mode": "train", "epoch": 88, "iter": 400, "lr": 0.00931, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.955, "top5_acc": 0.99875, "loss_cls": 0.23514, "loss": 0.23514, "time": 0.21364} {"mode": "train", "epoch": 88, "iter": 500, "lr": 0.00929, "memory": 4120, "data_time": 0.00028, "top1_acc": 0.95875, "top5_acc": 0.99938, "loss_cls": 0.23106, "loss": 0.23106, "time": 0.21185} {"mode": "train", "epoch": 88, "iter": 600, "lr": 0.00927, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.94812, "top5_acc": 0.9975, "loss_cls": 0.2812, "loss": 0.2812, "time": 0.21782} {"mode": "train", "epoch": 88, "iter": 700, "lr": 0.00925, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.94125, "top5_acc": 0.99938, "loss_cls": 0.28672, "loss": 0.28672, "time": 0.21802} {"mode": "train", "epoch": 88, "iter": 800, "lr": 0.00923, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.21745, "loss": 0.21745, "time": 0.22099} {"mode": "train", "epoch": 88, "iter": 900, "lr": 0.00921, "memory": 4120, "data_time": 0.00142, "top1_acc": 0.95312, "top5_acc": 0.99875, "loss_cls": 0.23308, "loss": 0.23308, "time": 0.22304} {"mode": "train", "epoch": 88, "iter": 1000, "lr": 0.00919, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.96188, "top5_acc": 1.0, "loss_cls": 0.20973, "loss": 0.20973, "time": 0.21873} {"mode": "train", "epoch": 88, "iter": 1100, "lr": 0.00917, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.96062, "top5_acc": 0.99875, "loss_cls": 0.22571, "loss": 0.22571, "time": 0.21845} {"mode": "train", "epoch": 88, "iter": 1200, "lr": 0.00915, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.95312, "top5_acc": 1.0, "loss_cls": 0.24964, "loss": 0.24964, "time": 0.21788} {"mode": "val", "epoch": 88, "iter": 533, "lr": 0.00914, "top1_acc": 0.89285, "top5_acc": 0.9946, "mean_class_accuracy": 0.87098} {"mode": "train", "epoch": 89, "iter": 100, "lr": 0.00912, "memory": 4120, "data_time": 0.18782, "top1_acc": 0.96, "top5_acc": 0.99875, "loss_cls": 0.23238, "loss": 0.23238, "time": 0.40322} {"mode": "train", "epoch": 89, "iter": 200, "lr": 0.0091, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.9625, "top5_acc": 1.0, "loss_cls": 0.21238, "loss": 0.21238, "time": 0.22444} {"mode": "train", "epoch": 89, "iter": 300, "lr": 0.00908, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.96, "top5_acc": 1.0, "loss_cls": 0.21694, "loss": 0.21694, "time": 0.22137} {"mode": "train", "epoch": 89, "iter": 400, "lr": 0.00906, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.95312, "top5_acc": 1.0, "loss_cls": 0.24439, "loss": 0.24439, "time": 0.21849} {"mode": "train", "epoch": 89, "iter": 500, "lr": 0.00904, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.9575, "top5_acc": 0.99812, "loss_cls": 0.23743, "loss": 0.23743, "time": 0.22227} {"mode": "train", "epoch": 89, "iter": 600, "lr": 0.00902, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.95562, "top5_acc": 0.99938, "loss_cls": 0.23687, "loss": 0.23687, "time": 0.21731} {"mode": "train", "epoch": 89, "iter": 700, "lr": 0.009, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.94312, "top5_acc": 0.9975, "loss_cls": 0.26459, "loss": 0.26459, "time": 0.21597} {"mode": "train", "epoch": 89, "iter": 800, "lr": 0.00898, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.93312, "top5_acc": 0.99938, "loss_cls": 0.32031, "loss": 0.32031, "time": 0.21915} {"mode": "train", "epoch": 89, "iter": 900, "lr": 0.00896, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.9625, "top5_acc": 1.0, "loss_cls": 0.24164, "loss": 0.24164, "time": 0.21893} {"mode": "train", "epoch": 89, "iter": 1000, "lr": 0.00894, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.9375, "top5_acc": 0.9975, "loss_cls": 0.32418, "loss": 0.32418, "time": 0.21154} {"mode": "train", "epoch": 89, "iter": 1100, "lr": 0.00892, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.94938, "top5_acc": 1.0, "loss_cls": 0.26044, "loss": 0.26044, "time": 0.21342} {"mode": "train", "epoch": 89, "iter": 1200, "lr": 0.0089, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.96125, "top5_acc": 0.99938, "loss_cls": 0.21578, "loss": 0.21578, "time": 0.21721} {"mode": "val", "epoch": 89, "iter": 533, "lr": 0.00889, "top1_acc": 0.90447, "top5_acc": 0.99331, "mean_class_accuracy": 0.865} {"mode": "train", "epoch": 90, "iter": 100, "lr": 0.00887, "memory": 4120, "data_time": 0.20113, "top1_acc": 0.95375, "top5_acc": 0.99938, "loss_cls": 0.24344, "loss": 0.24344, "time": 0.41853} {"mode": "train", "epoch": 90, "iter": 200, "lr": 0.00885, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.95188, "top5_acc": 0.99812, "loss_cls": 0.26494, "loss": 0.26494, "time": 0.21931} {"mode": "train", "epoch": 90, "iter": 300, "lr": 0.00883, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.95812, "top5_acc": 1.0, "loss_cls": 0.2243, "loss": 0.2243, "time": 0.21726} {"mode": "train", "epoch": 90, "iter": 400, "lr": 0.00881, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.22059, "loss": 0.22059, "time": 0.2141} {"mode": "train", "epoch": 90, "iter": 500, "lr": 0.00879, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.19506, "loss": 0.19506, "time": 0.2124} {"mode": "train", "epoch": 90, "iter": 600, "lr": 0.00877, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.955, "top5_acc": 0.99875, "loss_cls": 0.2223, "loss": 0.2223, "time": 0.21182} {"mode": "train", "epoch": 90, "iter": 700, "lr": 0.00875, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.94625, "top5_acc": 0.99875, "loss_cls": 0.24692, "loss": 0.24692, "time": 0.21777} {"mode": "train", "epoch": 90, "iter": 800, "lr": 0.00873, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.96312, "top5_acc": 0.99938, "loss_cls": 0.21487, "loss": 0.21487, "time": 0.21945} {"mode": "train", "epoch": 90, "iter": 900, "lr": 0.00871, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.95375, "top5_acc": 0.99938, "loss_cls": 0.23496, "loss": 0.23496, "time": 0.21428} {"mode": "train", "epoch": 90, "iter": 1000, "lr": 0.00869, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.94438, "top5_acc": 0.99938, "loss_cls": 0.27598, "loss": 0.27598, "time": 0.21892} {"mode": "train", "epoch": 90, "iter": 1100, "lr": 0.00867, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.9525, "top5_acc": 0.99938, "loss_cls": 0.24149, "loss": 0.24149, "time": 0.21863} {"mode": "train", "epoch": 90, "iter": 1200, "lr": 0.00865, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.95438, "top5_acc": 0.99875, "loss_cls": 0.24478, "loss": 0.24478, "time": 0.22184} {"mode": "val", "epoch": 90, "iter": 533, "lr": 0.00864, "top1_acc": 0.90271, "top5_acc": 0.9939, "mean_class_accuracy": 0.87566} {"mode": "train", "epoch": 91, "iter": 100, "lr": 0.00862, "memory": 4120, "data_time": 0.19061, "top1_acc": 0.95188, "top5_acc": 0.99938, "loss_cls": 0.27907, "loss": 0.27907, "time": 0.40281} {"mode": "train", "epoch": 91, "iter": 200, "lr": 0.0086, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.96562, "top5_acc": 0.99938, "loss_cls": 0.20527, "loss": 0.20527, "time": 0.21945} {"mode": "train", "epoch": 91, "iter": 300, "lr": 0.00858, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.9575, "top5_acc": 0.99812, "loss_cls": 0.2434, "loss": 0.2434, "time": 0.2208} {"mode": "train", "epoch": 91, "iter": 400, "lr": 0.00856, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.96375, "top5_acc": 1.0, "loss_cls": 0.21049, "loss": 0.21049, "time": 0.2188} {"mode": "train", "epoch": 91, "iter": 500, "lr": 0.00854, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.95625, "top5_acc": 1.0, "loss_cls": 0.22085, "loss": 0.22085, "time": 0.22104} {"mode": "train", "epoch": 91, "iter": 600, "lr": 0.00852, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.94812, "top5_acc": 1.0, "loss_cls": 0.26046, "loss": 0.26046, "time": 0.22179} {"mode": "train", "epoch": 91, "iter": 700, "lr": 0.0085, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.9525, "top5_acc": 1.0, "loss_cls": 0.26406, "loss": 0.26406, "time": 0.21707} {"mode": "train", "epoch": 91, "iter": 800, "lr": 0.00848, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.94812, "top5_acc": 0.99938, "loss_cls": 0.25018, "loss": 0.25018, "time": 0.21491} {"mode": "train", "epoch": 91, "iter": 900, "lr": 0.00846, "memory": 4120, "data_time": 0.0009, "top1_acc": 0.95688, "top5_acc": 0.99938, "loss_cls": 0.23528, "loss": 0.23528, "time": 0.21954} {"mode": "train", "epoch": 91, "iter": 1000, "lr": 0.00844, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.93812, "top5_acc": 0.99875, "loss_cls": 0.2899, "loss": 0.2899, "time": 0.21574} {"mode": "train", "epoch": 91, "iter": 1100, "lr": 0.00842, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.93562, "top5_acc": 0.99938, "loss_cls": 0.33279, "loss": 0.33279, "time": 0.21347} {"mode": "train", "epoch": 91, "iter": 1200, "lr": 0.0084, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.95812, "top5_acc": 0.99875, "loss_cls": 0.23507, "loss": 0.23507, "time": 0.21372} {"mode": "val", "epoch": 91, "iter": 533, "lr": 0.00839, "top1_acc": 0.91726, "top5_acc": 0.99636, "mean_class_accuracy": 0.88184} {"mode": "train", "epoch": 92, "iter": 100, "lr": 0.00837, "memory": 4120, "data_time": 0.2032, "top1_acc": 0.96375, "top5_acc": 1.0, "loss_cls": 0.18601, "loss": 0.18601, "time": 0.42417} {"mode": "train", "epoch": 92, "iter": 200, "lr": 0.00835, "memory": 4120, "data_time": 0.00099, "top1_acc": 0.96375, "top5_acc": 0.99938, "loss_cls": 0.18942, "loss": 0.18942, "time": 0.21916} {"mode": "train", "epoch": 92, "iter": 300, "lr": 0.00833, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.96375, "top5_acc": 0.99812, "loss_cls": 0.23644, "loss": 0.23644, "time": 0.21951} {"mode": "train", "epoch": 92, "iter": 400, "lr": 0.00831, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.9575, "top5_acc": 0.99875, "loss_cls": 0.22813, "loss": 0.22813, "time": 0.21992} {"mode": "train", "epoch": 92, "iter": 500, "lr": 0.00829, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.95438, "top5_acc": 0.99875, "loss_cls": 0.24613, "loss": 0.24613, "time": 0.21882} {"mode": "train", "epoch": 92, "iter": 600, "lr": 0.00827, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.9625, "top5_acc": 0.99875, "loss_cls": 0.2002, "loss": 0.2002, "time": 0.21394} {"mode": "train", "epoch": 92, "iter": 700, "lr": 0.00825, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.95125, "top5_acc": 1.0, "loss_cls": 0.24901, "loss": 0.24901, "time": 0.21137} {"mode": "train", "epoch": 92, "iter": 800, "lr": 0.00824, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.95625, "top5_acc": 1.0, "loss_cls": 0.24014, "loss": 0.24014, "time": 0.21686} {"mode": "train", "epoch": 92, "iter": 900, "lr": 0.00822, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.97188, "top5_acc": 0.99938, "loss_cls": 0.19695, "loss": 0.19695, "time": 0.22111} {"mode": "train", "epoch": 92, "iter": 1000, "lr": 0.0082, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.9575, "top5_acc": 1.0, "loss_cls": 0.2379, "loss": 0.2379, "time": 0.22133} {"mode": "train", "epoch": 92, "iter": 1100, "lr": 0.00818, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.94812, "top5_acc": 1.0, "loss_cls": 0.25848, "loss": 0.25848, "time": 0.21647} {"mode": "train", "epoch": 92, "iter": 1200, "lr": 0.00816, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.95688, "top5_acc": 1.0, "loss_cls": 0.23503, "loss": 0.23503, "time": 0.21927} {"mode": "val", "epoch": 92, "iter": 533, "lr": 0.00814, "top1_acc": 0.90494, "top5_acc": 0.99484, "mean_class_accuracy": 0.87435} {"mode": "train", "epoch": 93, "iter": 100, "lr": 0.00812, "memory": 4120, "data_time": 0.2047, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.22347, "loss": 0.22347, "time": 0.41834} {"mode": "train", "epoch": 93, "iter": 200, "lr": 0.0081, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.96188, "top5_acc": 0.99938, "loss_cls": 0.21831, "loss": 0.21831, "time": 0.21466} {"mode": "train", "epoch": 93, "iter": 300, "lr": 0.00809, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.17198, "loss": 0.17198, "time": 0.21845} {"mode": "train", "epoch": 93, "iter": 400, "lr": 0.00807, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.965, "top5_acc": 1.0, "loss_cls": 0.20444, "loss": 0.20444, "time": 0.22146} {"mode": "train", "epoch": 93, "iter": 500, "lr": 0.00805, "memory": 4120, "data_time": 0.00101, "top1_acc": 0.9525, "top5_acc": 0.99875, "loss_cls": 0.25209, "loss": 0.25209, "time": 0.22007} {"mode": "train", "epoch": 93, "iter": 600, "lr": 0.00803, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.95812, "top5_acc": 1.0, "loss_cls": 0.21815, "loss": 0.21815, "time": 0.22272} {"mode": "train", "epoch": 93, "iter": 700, "lr": 0.00801, "memory": 4120, "data_time": 0.00104, "top1_acc": 0.955, "top5_acc": 0.99938, "loss_cls": 0.23941, "loss": 0.23941, "time": 0.22119} {"mode": "train", "epoch": 93, "iter": 800, "lr": 0.00799, "memory": 4120, "data_time": 0.00033, "top1_acc": 0.95688, "top5_acc": 0.99938, "loss_cls": 0.23039, "loss": 0.23039, "time": 0.21671} {"mode": "train", "epoch": 93, "iter": 900, "lr": 0.00797, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.93375, "top5_acc": 0.99938, "loss_cls": 0.31899, "loss": 0.31899, "time": 0.21991} {"mode": "train", "epoch": 93, "iter": 1000, "lr": 0.00795, "memory": 4120, "data_time": 0.00094, "top1_acc": 0.95938, "top5_acc": 0.99938, "loss_cls": 0.2428, "loss": 0.2428, "time": 0.21932} {"mode": "train", "epoch": 93, "iter": 1100, "lr": 0.00793, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.95688, "top5_acc": 0.99875, "loss_cls": 0.23379, "loss": 0.23379, "time": 0.21955} {"mode": "train", "epoch": 93, "iter": 1200, "lr": 0.00791, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.95875, "top5_acc": 1.0, "loss_cls": 0.23381, "loss": 0.23381, "time": 0.21451} {"mode": "val", "epoch": 93, "iter": 533, "lr": 0.0079, "top1_acc": 0.90377, "top5_acc": 0.99425, "mean_class_accuracy": 0.87704} {"mode": "train", "epoch": 94, "iter": 100, "lr": 0.00788, "memory": 4120, "data_time": 0.21772, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.18424, "loss": 0.18424, "time": 0.43821} {"mode": "train", "epoch": 94, "iter": 200, "lr": 0.00786, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.95688, "top5_acc": 1.0, "loss_cls": 0.21756, "loss": 0.21756, "time": 0.21869} {"mode": "train", "epoch": 94, "iter": 300, "lr": 0.00784, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.95375, "top5_acc": 0.99938, "loss_cls": 0.23363, "loss": 0.23363, "time": 0.22575} {"mode": "train", "epoch": 94, "iter": 400, "lr": 0.00782, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.95812, "top5_acc": 1.0, "loss_cls": 0.22222, "loss": 0.22222, "time": 0.22068} {"mode": "train", "epoch": 94, "iter": 500, "lr": 0.0078, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.17787, "loss": 0.17787, "time": 0.21644} {"mode": "train", "epoch": 94, "iter": 600, "lr": 0.00778, "memory": 4120, "data_time": 0.00103, "top1_acc": 0.96562, "top5_acc": 1.0, "loss_cls": 0.18449, "loss": 0.18449, "time": 0.22275} {"mode": "train", "epoch": 94, "iter": 700, "lr": 0.00777, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.95688, "top5_acc": 0.9975, "loss_cls": 0.24683, "loss": 0.24683, "time": 0.21672} {"mode": "train", "epoch": 94, "iter": 800, "lr": 0.00775, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 0.20579, "loss": 0.20579, "time": 0.21502} {"mode": "train", "epoch": 94, "iter": 900, "lr": 0.00773, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.95125, "top5_acc": 0.99938, "loss_cls": 0.24094, "loss": 0.24094, "time": 0.2131} {"mode": "train", "epoch": 94, "iter": 1000, "lr": 0.00771, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.94938, "top5_acc": 0.99812, "loss_cls": 0.23409, "loss": 0.23409, "time": 0.21791} {"mode": "train", "epoch": 94, "iter": 1100, "lr": 0.00769, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.95062, "top5_acc": 0.99875, "loss_cls": 0.27458, "loss": 0.27458, "time": 0.21857} {"mode": "train", "epoch": 94, "iter": 1200, "lr": 0.00767, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.19104, "loss": 0.19104, "time": 0.2202} {"mode": "val", "epoch": 94, "iter": 533, "lr": 0.00766, "top1_acc": 0.92184, "top5_acc": 0.99601, "mean_class_accuracy": 0.88821} {"mode": "train", "epoch": 95, "iter": 100, "lr": 0.00764, "memory": 4120, "data_time": 0.19791, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.16441, "loss": 0.16441, "time": 0.41716} {"mode": "train", "epoch": 95, "iter": 200, "lr": 0.00762, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.96438, "top5_acc": 0.99938, "loss_cls": 0.18719, "loss": 0.18719, "time": 0.21321} {"mode": "train", "epoch": 95, "iter": 300, "lr": 0.0076, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.96312, "top5_acc": 0.99812, "loss_cls": 0.21734, "loss": 0.21734, "time": 0.21198} {"mode": "train", "epoch": 95, "iter": 400, "lr": 0.00758, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.97312, "top5_acc": 0.99875, "loss_cls": 0.17354, "loss": 0.17354, "time": 0.21806} {"mode": "train", "epoch": 95, "iter": 500, "lr": 0.00756, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.96562, "top5_acc": 1.0, "loss_cls": 0.19731, "loss": 0.19731, "time": 0.21811} {"mode": "train", "epoch": 95, "iter": 600, "lr": 0.00754, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.96688, "top5_acc": 0.99938, "loss_cls": 0.17278, "loss": 0.17278, "time": 0.22168} {"mode": "train", "epoch": 95, "iter": 700, "lr": 0.00752, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.1793, "loss": 0.1793, "time": 0.22019} {"mode": "train", "epoch": 95, "iter": 800, "lr": 0.00751, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.97, "top5_acc": 1.0, "loss_cls": 0.19338, "loss": 0.19338, "time": 0.22043} {"mode": "train", "epoch": 95, "iter": 900, "lr": 0.00749, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 0.20339, "loss": 0.20339, "time": 0.22189} {"mode": "train", "epoch": 95, "iter": 1000, "lr": 0.00747, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.94375, "top5_acc": 0.99938, "loss_cls": 0.2568, "loss": 0.2568, "time": 0.22174} {"mode": "train", "epoch": 95, "iter": 1100, "lr": 0.00745, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.95562, "top5_acc": 0.99938, "loss_cls": 0.22492, "loss": 0.22492, "time": 0.22013} {"mode": "train", "epoch": 95, "iter": 1200, "lr": 0.00743, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.95188, "top5_acc": 0.99875, "loss_cls": 0.24684, "loss": 0.24684, "time": 0.21955} {"mode": "val", "epoch": 95, "iter": 533, "lr": 0.00742, "top1_acc": 0.90506, "top5_acc": 0.99484, "mean_class_accuracy": 0.86468} {"mode": "train", "epoch": 96, "iter": 100, "lr": 0.0074, "memory": 4120, "data_time": 0.20571, "top1_acc": 0.96188, "top5_acc": 0.99938, "loss_cls": 0.2026, "loss": 0.2026, "time": 0.42801} {"mode": "train", "epoch": 96, "iter": 200, "lr": 0.00738, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.96875, "top5_acc": 1.0, "loss_cls": 0.18254, "loss": 0.18254, "time": 0.21776} {"mode": "train", "epoch": 96, "iter": 300, "lr": 0.00736, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.9575, "top5_acc": 0.99875, "loss_cls": 0.22869, "loss": 0.22869, "time": 0.22287} {"mode": "train", "epoch": 96, "iter": 400, "lr": 0.00734, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.96, "top5_acc": 1.0, "loss_cls": 0.20458, "loss": 0.20458, "time": 0.22131} {"mode": "train", "epoch": 96, "iter": 500, "lr": 0.00732, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.96062, "top5_acc": 1.0, "loss_cls": 0.2089, "loss": 0.2089, "time": 0.22053} {"mode": "train", "epoch": 96, "iter": 600, "lr": 0.0073, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.95938, "top5_acc": 0.99938, "loss_cls": 0.20235, "loss": 0.20235, "time": 0.21884} {"mode": "train", "epoch": 96, "iter": 700, "lr": 0.00729, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.9575, "top5_acc": 1.0, "loss_cls": 0.22884, "loss": 0.22884, "time": 0.22019} {"mode": "train", "epoch": 96, "iter": 800, "lr": 0.00727, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.96312, "top5_acc": 0.99938, "loss_cls": 0.20643, "loss": 0.20643, "time": 0.21127} {"mode": "train", "epoch": 96, "iter": 900, "lr": 0.00725, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.965, "top5_acc": 0.99875, "loss_cls": 0.20121, "loss": 0.20121, "time": 0.2116} {"mode": "train", "epoch": 96, "iter": 1000, "lr": 0.00723, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.95812, "top5_acc": 0.99938, "loss_cls": 0.23233, "loss": 0.23233, "time": 0.21477} {"mode": "train", "epoch": 96, "iter": 1100, "lr": 0.00721, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.96375, "top5_acc": 0.99938, "loss_cls": 0.21063, "loss": 0.21063, "time": 0.22092} {"mode": "train", "epoch": 96, "iter": 1200, "lr": 0.00719, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.9625, "top5_acc": 1.0, "loss_cls": 0.19485, "loss": 0.19485, "time": 0.21922} {"mode": "val", "epoch": 96, "iter": 533, "lr": 0.00718, "top1_acc": 0.91104, "top5_acc": 0.99425, "mean_class_accuracy": 0.88015} {"mode": "train", "epoch": 97, "iter": 100, "lr": 0.00716, "memory": 4120, "data_time": 0.20247, "top1_acc": 0.96625, "top5_acc": 1.0, "loss_cls": 0.18775, "loss": 0.18775, "time": 0.42649} {"mode": "train", "epoch": 97, "iter": 200, "lr": 0.00714, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.20229, "loss": 0.20229, "time": 0.21607} {"mode": "train", "epoch": 97, "iter": 300, "lr": 0.00712, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.95938, "top5_acc": 1.0, "loss_cls": 0.22764, "loss": 0.22764, "time": 0.21213} {"mode": "train", "epoch": 97, "iter": 400, "lr": 0.0071, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.96062, "top5_acc": 1.0, "loss_cls": 0.21516, "loss": 0.21516, "time": 0.21548} {"mode": "train", "epoch": 97, "iter": 500, "lr": 0.00709, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.9525, "top5_acc": 0.99938, "loss_cls": 0.24319, "loss": 0.24319, "time": 0.21678} {"mode": "train", "epoch": 97, "iter": 600, "lr": 0.00707, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 0.19177, "loss": 0.19177, "time": 0.22029} {"mode": "train", "epoch": 97, "iter": 700, "lr": 0.00705, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.96688, "top5_acc": 0.99938, "loss_cls": 0.19146, "loss": 0.19146, "time": 0.2221} {"mode": "train", "epoch": 97, "iter": 800, "lr": 0.00703, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.965, "top5_acc": 1.0, "loss_cls": 0.19776, "loss": 0.19776, "time": 0.2222} {"mode": "train", "epoch": 97, "iter": 900, "lr": 0.00701, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.96438, "top5_acc": 0.99875, "loss_cls": 0.2091, "loss": 0.2091, "time": 0.21877} {"mode": "train", "epoch": 97, "iter": 1000, "lr": 0.00699, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.20468, "loss": 0.20468, "time": 0.2183} {"mode": "train", "epoch": 97, "iter": 1100, "lr": 0.00698, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.96062, "top5_acc": 1.0, "loss_cls": 0.20073, "loss": 0.20073, "time": 0.21691} {"mode": "train", "epoch": 97, "iter": 1200, "lr": 0.00696, "memory": 4120, "data_time": 0.00086, "top1_acc": 0.9575, "top5_acc": 0.99938, "loss_cls": 0.21955, "loss": 0.21955, "time": 0.22007} {"mode": "val", "epoch": 97, "iter": 533, "lr": 0.00694, "top1_acc": 0.91926, "top5_acc": 0.99554, "mean_class_accuracy": 0.89198} {"mode": "train", "epoch": 98, "iter": 100, "lr": 0.00692, "memory": 4120, "data_time": 0.21106, "top1_acc": 0.96125, "top5_acc": 0.99938, "loss_cls": 0.20383, "loss": 0.20383, "time": 0.43118} {"mode": "train", "epoch": 98, "iter": 200, "lr": 0.00691, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.16217, "loss": 0.16217, "time": 0.2206} {"mode": "train", "epoch": 98, "iter": 300, "lr": 0.00689, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.14983, "loss": 0.14983, "time": 0.22012} {"mode": "train", "epoch": 98, "iter": 400, "lr": 0.00687, "memory": 4120, "data_time": 0.00122, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.16595, "loss": 0.16595, "time": 0.22273} {"mode": "train", "epoch": 98, "iter": 500, "lr": 0.00685, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.19518, "loss": 0.19518, "time": 0.22118} {"mode": "train", "epoch": 98, "iter": 600, "lr": 0.00683, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.96562, "top5_acc": 1.0, "loss_cls": 0.20994, "loss": 0.20994, "time": 0.21681} {"mode": "train", "epoch": 98, "iter": 700, "lr": 0.00681, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.95062, "top5_acc": 1.0, "loss_cls": 0.23527, "loss": 0.23527, "time": 0.22029} {"mode": "train", "epoch": 98, "iter": 800, "lr": 0.0068, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.96562, "top5_acc": 1.0, "loss_cls": 0.19841, "loss": 0.19841, "time": 0.21388} {"mode": "train", "epoch": 98, "iter": 900, "lr": 0.00678, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.21974, "loss": 0.21974, "time": 0.21327} {"mode": "train", "epoch": 98, "iter": 1000, "lr": 0.00676, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.9575, "top5_acc": 1.0, "loss_cls": 0.21991, "loss": 0.21991, "time": 0.2129} {"mode": "train", "epoch": 98, "iter": 1100, "lr": 0.00674, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.96625, "top5_acc": 1.0, "loss_cls": 0.19221, "loss": 0.19221, "time": 0.21889} {"mode": "train", "epoch": 98, "iter": 1200, "lr": 0.00672, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.96188, "top5_acc": 0.99938, "loss_cls": 0.21331, "loss": 0.21331, "time": 0.21903} {"mode": "val", "epoch": 98, "iter": 533, "lr": 0.00671, "top1_acc": 0.91081, "top5_acc": 0.99401, "mean_class_accuracy": 0.876} {"mode": "train", "epoch": 99, "iter": 100, "lr": 0.00669, "memory": 4120, "data_time": 0.21598, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.17956, "loss": 0.17956, "time": 0.43585} {"mode": "train", "epoch": 99, "iter": 200, "lr": 0.00667, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.16955, "loss": 0.16955, "time": 0.22028} {"mode": "train", "epoch": 99, "iter": 300, "lr": 0.00665, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.19752, "loss": 0.19752, "time": 0.21315} {"mode": "train", "epoch": 99, "iter": 400, "lr": 0.00664, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.96375, "top5_acc": 0.99938, "loss_cls": 0.19582, "loss": 0.19582, "time": 0.21602} {"mode": "train", "epoch": 99, "iter": 500, "lr": 0.00662, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.16286, "loss": 0.16286, "time": 0.21197} {"mode": "train", "epoch": 99, "iter": 600, "lr": 0.0066, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.96688, "top5_acc": 0.99938, "loss_cls": 0.19912, "loss": 0.19912, "time": 0.21986} {"mode": "train", "epoch": 99, "iter": 700, "lr": 0.00658, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.955, "top5_acc": 1.0, "loss_cls": 0.23931, "loss": 0.23931, "time": 0.22136} {"mode": "train", "epoch": 99, "iter": 800, "lr": 0.00656, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.96375, "top5_acc": 1.0, "loss_cls": 0.2034, "loss": 0.2034, "time": 0.22044} {"mode": "train", "epoch": 99, "iter": 900, "lr": 0.00655, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.15538, "loss": 0.15538, "time": 0.21783} {"mode": "train", "epoch": 99, "iter": 1000, "lr": 0.00653, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.17541, "loss": 0.17541, "time": 0.21984} {"mode": "train", "epoch": 99, "iter": 1100, "lr": 0.00651, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.96812, "top5_acc": 0.99938, "loss_cls": 0.18917, "loss": 0.18917, "time": 0.2236} {"mode": "train", "epoch": 99, "iter": 1200, "lr": 0.00649, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.95188, "top5_acc": 1.0, "loss_cls": 0.24784, "loss": 0.24784, "time": 0.22075} {"mode": "val", "epoch": 99, "iter": 533, "lr": 0.00648, "top1_acc": 0.91222, "top5_acc": 0.9946, "mean_class_accuracy": 0.88689} {"mode": "train", "epoch": 100, "iter": 100, "lr": 0.00646, "memory": 4120, "data_time": 0.19708, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.16052, "loss": 0.16052, "time": 0.41831} {"mode": "train", "epoch": 100, "iter": 200, "lr": 0.00644, "memory": 4120, "data_time": 0.00118, "top1_acc": 0.97062, "top5_acc": 0.99938, "loss_cls": 0.1755, "loss": 0.1755, "time": 0.22046} {"mode": "train", "epoch": 100, "iter": 300, "lr": 0.00642, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.96875, "top5_acc": 1.0, "loss_cls": 0.17794, "loss": 0.17794, "time": 0.2201} {"mode": "train", "epoch": 100, "iter": 400, "lr": 0.00641, "memory": 4120, "data_time": 0.00118, "top1_acc": 0.96188, "top5_acc": 1.0, "loss_cls": 0.20268, "loss": 0.20268, "time": 0.22193} {"mode": "train", "epoch": 100, "iter": 500, "lr": 0.00639, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.15868, "loss": 0.15868, "time": 0.22025} {"mode": "train", "epoch": 100, "iter": 600, "lr": 0.00637, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.18252, "loss": 0.18252, "time": 0.22157} {"mode": "train", "epoch": 100, "iter": 700, "lr": 0.00635, "memory": 4120, "data_time": 0.00097, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.16769, "loss": 0.16769, "time": 0.21917} {"mode": "train", "epoch": 100, "iter": 800, "lr": 0.00634, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.15335, "loss": 0.15335, "time": 0.22156} {"mode": "train", "epoch": 100, "iter": 900, "lr": 0.00632, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.96062, "top5_acc": 1.0, "loss_cls": 0.21146, "loss": 0.21146, "time": 0.21417} {"mode": "train", "epoch": 100, "iter": 1000, "lr": 0.0063, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.96438, "top5_acc": 0.99938, "loss_cls": 0.18822, "loss": 0.18822, "time": 0.21305} {"mode": "train", "epoch": 100, "iter": 1100, "lr": 0.00628, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.16403, "loss": 0.16403, "time": 0.2139} {"mode": "train", "epoch": 100, "iter": 1200, "lr": 0.00626, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.96062, "top5_acc": 1.0, "loss_cls": 0.20916, "loss": 0.20916, "time": 0.21753} {"mode": "val", "epoch": 100, "iter": 533, "lr": 0.00625, "top1_acc": 0.9236, "top5_acc": 0.99542, "mean_class_accuracy": 0.89968} {"mode": "train", "epoch": 101, "iter": 100, "lr": 0.00623, "memory": 4120, "data_time": 0.20634, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.13024, "loss": 0.13024, "time": 0.4258} {"mode": "train", "epoch": 101, "iter": 200, "lr": 0.00621, "memory": 4120, "data_time": 0.00118, "top1_acc": 0.96625, "top5_acc": 1.0, "loss_cls": 0.17944, "loss": 0.17944, "time": 0.21902} {"mode": "train", "epoch": 101, "iter": 300, "lr": 0.0062, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.17131, "loss": 0.17131, "time": 0.21362} {"mode": "train", "epoch": 101, "iter": 400, "lr": 0.00618, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.97938, "top5_acc": 0.99938, "loss_cls": 0.15245, "loss": 0.15245, "time": 0.21334} {"mode": "train", "epoch": 101, "iter": 500, "lr": 0.00616, "memory": 4120, "data_time": 0.0009, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.1494, "loss": 0.1494, "time": 0.21437} {"mode": "train", "epoch": 101, "iter": 600, "lr": 0.00614, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.97438, "top5_acc": 0.99875, "loss_cls": 0.16312, "loss": 0.16312, "time": 0.21735} {"mode": "train", "epoch": 101, "iter": 700, "lr": 0.00613, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.97, "top5_acc": 0.99938, "loss_cls": 0.18538, "loss": 0.18538, "time": 0.21559} {"mode": "train", "epoch": 101, "iter": 800, "lr": 0.00611, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.95812, "top5_acc": 1.0, "loss_cls": 0.222, "loss": 0.222, "time": 0.21852} {"mode": "train", "epoch": 101, "iter": 900, "lr": 0.00609, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.975, "top5_acc": 0.99875, "loss_cls": 0.1835, "loss": 0.1835, "time": 0.21895} {"mode": "train", "epoch": 101, "iter": 1000, "lr": 0.00607, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.18021, "loss": 0.18021, "time": 0.21973} {"mode": "train", "epoch": 101, "iter": 1100, "lr": 0.00606, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.96125, "top5_acc": 0.99938, "loss_cls": 0.20648, "loss": 0.20648, "time": 0.21934} {"mode": "train", "epoch": 101, "iter": 1200, "lr": 0.00604, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.965, "top5_acc": 1.0, "loss_cls": 0.18532, "loss": 0.18532, "time": 0.21868} {"mode": "val", "epoch": 101, "iter": 533, "lr": 0.00602, "top1_acc": 0.91644, "top5_acc": 0.99554, "mean_class_accuracy": 0.88704} {"mode": "train", "epoch": 102, "iter": 100, "lr": 0.00601, "memory": 4120, "data_time": 0.21687, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.17093, "loss": 0.17093, "time": 0.43876} {"mode": "train", "epoch": 102, "iter": 200, "lr": 0.00599, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.97625, "top5_acc": 0.99938, "loss_cls": 0.1437, "loss": 0.1437, "time": 0.21876} {"mode": "train", "epoch": 102, "iter": 300, "lr": 0.00597, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.97, "top5_acc": 1.0, "loss_cls": 0.17442, "loss": 0.17442, "time": 0.2194} {"mode": "train", "epoch": 102, "iter": 400, "lr": 0.00596, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.9725, "top5_acc": 0.99938, "loss_cls": 0.17328, "loss": 0.17328, "time": 0.22074} {"mode": "train", "epoch": 102, "iter": 500, "lr": 0.00594, "memory": 4120, "data_time": 0.00099, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.16063, "loss": 0.16063, "time": 0.22232} {"mode": "train", "epoch": 102, "iter": 600, "lr": 0.00592, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.97812, "top5_acc": 0.99938, "loss_cls": 0.14774, "loss": 0.14774, "time": 0.21739} {"mode": "train", "epoch": 102, "iter": 700, "lr": 0.0059, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.16809, "loss": 0.16809, "time": 0.22054} {"mode": "train", "epoch": 102, "iter": 800, "lr": 0.00589, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.16592, "loss": 0.16592, "time": 0.21542} {"mode": "train", "epoch": 102, "iter": 900, "lr": 0.00587, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.16313, "loss": 0.16313, "time": 0.2121} {"mode": "train", "epoch": 102, "iter": 1000, "lr": 0.00585, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.96812, "top5_acc": 0.99875, "loss_cls": 0.20497, "loss": 0.20497, "time": 0.21332} {"mode": "train", "epoch": 102, "iter": 1100, "lr": 0.00583, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.98062, "top5_acc": 0.99875, "loss_cls": 0.14737, "loss": 0.14737, "time": 0.2199} {"mode": "train", "epoch": 102, "iter": 1200, "lr": 0.00582, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.96625, "top5_acc": 0.99938, "loss_cls": 0.19717, "loss": 0.19717, "time": 0.22053} {"mode": "val", "epoch": 102, "iter": 533, "lr": 0.0058, "top1_acc": 0.92325, "top5_acc": 0.9966, "mean_class_accuracy": 0.89204} {"mode": "train", "epoch": 103, "iter": 100, "lr": 0.00579, "memory": 4120, "data_time": 0.20641, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.16416, "loss": 0.16416, "time": 0.42294} {"mode": "train", "epoch": 103, "iter": 200, "lr": 0.00577, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.16691, "loss": 0.16691, "time": 0.21771} {"mode": "train", "epoch": 103, "iter": 300, "lr": 0.00575, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.96188, "top5_acc": 0.99938, "loss_cls": 0.20006, "loss": 0.20006, "time": 0.21289} {"mode": "train", "epoch": 103, "iter": 400, "lr": 0.00573, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.19463, "loss": 0.19463, "time": 0.21362} {"mode": "train", "epoch": 103, "iter": 500, "lr": 0.00572, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.16163, "loss": 0.16163, "time": 0.21927} {"mode": "train", "epoch": 103, "iter": 600, "lr": 0.0057, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.97062, "top5_acc": 0.99938, "loss_cls": 0.18268, "loss": 0.18268, "time": 0.22078} {"mode": "train", "epoch": 103, "iter": 700, "lr": 0.00568, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.96625, "top5_acc": 1.0, "loss_cls": 0.18208, "loss": 0.18208, "time": 0.21701} {"mode": "train", "epoch": 103, "iter": 800, "lr": 0.00566, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.16108, "loss": 0.16108, "time": 0.21655} {"mode": "train", "epoch": 103, "iter": 900, "lr": 0.00565, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.20218, "loss": 0.20218, "time": 0.21965} {"mode": "train", "epoch": 103, "iter": 1000, "lr": 0.00563, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.17546, "loss": 0.17546, "time": 0.22003} {"mode": "train", "epoch": 103, "iter": 1100, "lr": 0.00561, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.14067, "loss": 0.14067, "time": 0.21736} {"mode": "train", "epoch": 103, "iter": 1200, "lr": 0.0056, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.18697, "loss": 0.18697, "time": 0.21921} {"mode": "val", "epoch": 103, "iter": 533, "lr": 0.00558, "top1_acc": 0.91832, "top5_acc": 0.99472, "mean_class_accuracy": 0.8913} {"mode": "train", "epoch": 104, "iter": 100, "lr": 0.00557, "memory": 4120, "data_time": 0.21568, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.1451, "loss": 0.1451, "time": 0.4336} {"mode": "train", "epoch": 104, "iter": 200, "lr": 0.00555, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.15269, "loss": 0.15269, "time": 0.21826} {"mode": "train", "epoch": 104, "iter": 300, "lr": 0.00553, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.15112, "loss": 0.15112, "time": 0.22065} {"mode": "train", "epoch": 104, "iter": 400, "lr": 0.00551, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.17127, "loss": 0.17127, "time": 0.21898} {"mode": "train", "epoch": 104, "iter": 500, "lr": 0.0055, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.14984, "loss": 0.14984, "time": 0.22287} {"mode": "train", "epoch": 104, "iter": 600, "lr": 0.00548, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.15937, "loss": 0.15937, "time": 0.21806} {"mode": "train", "epoch": 104, "iter": 700, "lr": 0.00546, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.11267, "loss": 0.11267, "time": 0.21927} {"mode": "train", "epoch": 104, "iter": 800, "lr": 0.00545, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.15875, "loss": 0.15875, "time": 0.21159} {"mode": "train", "epoch": 104, "iter": 900, "lr": 0.00543, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.16188, "loss": 0.16188, "time": 0.21409} {"mode": "train", "epoch": 104, "iter": 1000, "lr": 0.00541, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.17065, "loss": 0.17065, "time": 0.21764} {"mode": "train", "epoch": 104, "iter": 1100, "lr": 0.0054, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.18086, "loss": 0.18086, "time": 0.22132} {"mode": "train", "epoch": 104, "iter": 1200, "lr": 0.00538, "memory": 4120, "data_time": 0.00111, "top1_acc": 0.96562, "top5_acc": 0.99938, "loss_cls": 0.18619, "loss": 0.18619, "time": 0.2184} {"mode": "val", "epoch": 104, "iter": 533, "lr": 0.00537, "top1_acc": 0.92595, "top5_acc": 0.9946, "mean_class_accuracy": 0.90114} {"mode": "train", "epoch": 105, "iter": 100, "lr": 0.00535, "memory": 4120, "data_time": 0.20485, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.17044, "loss": 0.17044, "time": 0.42444} {"mode": "train", "epoch": 105, "iter": 200, "lr": 0.00533, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.16301, "loss": 0.16301, "time": 0.21308} {"mode": "train", "epoch": 105, "iter": 300, "lr": 0.00532, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.14834, "loss": 0.14834, "time": 0.21241} {"mode": "train", "epoch": 105, "iter": 400, "lr": 0.0053, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.96875, "top5_acc": 0.99938, "loss_cls": 0.18101, "loss": 0.18101, "time": 0.21332} {"mode": "train", "epoch": 105, "iter": 500, "lr": 0.00528, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.14429, "loss": 0.14429, "time": 0.22165} {"mode": "train", "epoch": 105, "iter": 600, "lr": 0.00527, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.18055, "loss": 0.18055, "time": 0.219} {"mode": "train", "epoch": 105, "iter": 700, "lr": 0.00525, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.14172, "loss": 0.14172, "time": 0.21877} {"mode": "train", "epoch": 105, "iter": 800, "lr": 0.00523, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.13154, "loss": 0.13154, "time": 0.21917} {"mode": "train", "epoch": 105, "iter": 900, "lr": 0.00522, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.14299, "loss": 0.14299, "time": 0.22024} {"mode": "train", "epoch": 105, "iter": 1000, "lr": 0.0052, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.16663, "loss": 0.16663, "time": 0.22047} {"mode": "train", "epoch": 105, "iter": 1100, "lr": 0.00518, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.1574, "loss": 0.1574, "time": 0.21643} {"mode": "train", "epoch": 105, "iter": 1200, "lr": 0.00517, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.15909, "loss": 0.15909, "time": 0.21778} {"mode": "val", "epoch": 105, "iter": 533, "lr": 0.00515, "top1_acc": 0.92278, "top5_acc": 0.99695, "mean_class_accuracy": 0.89306} {"mode": "train", "epoch": 106, "iter": 100, "lr": 0.00514, "memory": 4120, "data_time": 0.20814, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.14359, "loss": 0.14359, "time": 0.4298} {"mode": "train", "epoch": 106, "iter": 200, "lr": 0.00512, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.14887, "loss": 0.14887, "time": 0.21965} {"mode": "train", "epoch": 106, "iter": 300, "lr": 0.0051, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.97438, "top5_acc": 0.99938, "loss_cls": 0.15071, "loss": 0.15071, "time": 0.22273} {"mode": "train", "epoch": 106, "iter": 400, "lr": 0.00509, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.10604, "loss": 0.10604, "time": 0.21992} {"mode": "train", "epoch": 106, "iter": 500, "lr": 0.00507, "memory": 4120, "data_time": 0.00096, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.12309, "loss": 0.12309, "time": 0.21885} {"mode": "train", "epoch": 106, "iter": 600, "lr": 0.00505, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.11625, "loss": 0.11625, "time": 0.21834} {"mode": "train", "epoch": 106, "iter": 700, "lr": 0.00504, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.14647, "loss": 0.14647, "time": 0.21684} {"mode": "train", "epoch": 106, "iter": 800, "lr": 0.00502, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.12566, "loss": 0.12566, "time": 0.21249} {"mode": "train", "epoch": 106, "iter": 900, "lr": 0.005, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.13531, "loss": 0.13531, "time": 0.21417} {"mode": "train", "epoch": 106, "iter": 1000, "lr": 0.00499, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.97812, "top5_acc": 0.99938, "loss_cls": 0.13445, "loss": 0.13445, "time": 0.21731} {"mode": "train", "epoch": 106, "iter": 1100, "lr": 0.00497, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.12983, "loss": 0.12983, "time": 0.21783} {"mode": "train", "epoch": 106, "iter": 1200, "lr": 0.00496, "memory": 4120, "data_time": 0.00101, "top1_acc": 0.96688, "top5_acc": 0.99938, "loss_cls": 0.1834, "loss": 0.1834, "time": 0.21881} {"mode": "val", "epoch": 106, "iter": 533, "lr": 0.00494, "top1_acc": 0.91222, "top5_acc": 0.9946, "mean_class_accuracy": 0.88625} {"mode": "train", "epoch": 107, "iter": 100, "lr": 0.00493, "memory": 4120, "data_time": 0.20138, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.15347, "loss": 0.15347, "time": 0.42178} {"mode": "train", "epoch": 107, "iter": 200, "lr": 0.00491, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.10937, "loss": 0.10937, "time": 0.2152} {"mode": "train", "epoch": 107, "iter": 300, "lr": 0.00489, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.10301, "loss": 0.10301, "time": 0.21396} {"mode": "train", "epoch": 107, "iter": 400, "lr": 0.00488, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.10898, "loss": 0.10898, "time": 0.2161} {"mode": "train", "epoch": 107, "iter": 500, "lr": 0.00486, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.11674, "loss": 0.11674, "time": 0.21904} {"mode": "train", "epoch": 107, "iter": 600, "lr": 0.00485, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.13165, "loss": 0.13165, "time": 0.22108} {"mode": "train", "epoch": 107, "iter": 700, "lr": 0.00483, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.13998, "loss": 0.13998, "time": 0.21938} {"mode": "train", "epoch": 107, "iter": 800, "lr": 0.00481, "memory": 4120, "data_time": 0.00093, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.1035, "loss": 0.1035, "time": 0.22007} {"mode": "train", "epoch": 107, "iter": 900, "lr": 0.0048, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.12352, "loss": 0.12352, "time": 0.21761} {"mode": "train", "epoch": 107, "iter": 1000, "lr": 0.00478, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.12455, "loss": 0.12455, "time": 0.22094} {"mode": "train", "epoch": 107, "iter": 1100, "lr": 0.00476, "memory": 4120, "data_time": 0.00081, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.12484, "loss": 0.12484, "time": 0.21964} {"mode": "train", "epoch": 107, "iter": 1200, "lr": 0.00475, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.16055, "loss": 0.16055, "time": 0.22127} {"mode": "val", "epoch": 107, "iter": 533, "lr": 0.00474, "top1_acc": 0.91938, "top5_acc": 0.99425, "mean_class_accuracy": 0.88991} {"mode": "train", "epoch": 108, "iter": 100, "lr": 0.00472, "memory": 4120, "data_time": 0.20181, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.13803, "loss": 0.13803, "time": 0.41907} {"mode": "train", "epoch": 108, "iter": 200, "lr": 0.0047, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.16229, "loss": 0.16229, "time": 0.21606} {"mode": "train", "epoch": 108, "iter": 300, "lr": 0.00469, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.13009, "loss": 0.13009, "time": 0.21831} {"mode": "train", "epoch": 108, "iter": 400, "lr": 0.00467, "memory": 4120, "data_time": 0.00085, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.13917, "loss": 0.13917, "time": 0.22371} {"mode": "train", "epoch": 108, "iter": 500, "lr": 0.00466, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.10522, "loss": 0.10522, "time": 0.21854} {"mode": "train", "epoch": 108, "iter": 600, "lr": 0.00464, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.1064, "loss": 0.1064, "time": 0.21757} {"mode": "train", "epoch": 108, "iter": 700, "lr": 0.00462, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.10128, "loss": 0.10128, "time": 0.21792} {"mode": "train", "epoch": 108, "iter": 800, "lr": 0.00461, "memory": 4120, "data_time": 0.00107, "top1_acc": 0.97812, "top5_acc": 0.99875, "loss_cls": 0.13714, "loss": 0.13714, "time": 0.21594} {"mode": "train", "epoch": 108, "iter": 900, "lr": 0.00459, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.14707, "loss": 0.14707, "time": 0.21327} {"mode": "train", "epoch": 108, "iter": 1000, "lr": 0.00458, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.96875, "top5_acc": 1.0, "loss_cls": 0.16063, "loss": 0.16063, "time": 0.22096} {"mode": "train", "epoch": 108, "iter": 1100, "lr": 0.00456, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.14651, "loss": 0.14651, "time": 0.22227} {"mode": "train", "epoch": 108, "iter": 1200, "lr": 0.00455, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.96562, "top5_acc": 1.0, "loss_cls": 0.18099, "loss": 0.18099, "time": 0.21999} {"mode": "val", "epoch": 108, "iter": 533, "lr": 0.00453, "top1_acc": 0.92196, "top5_acc": 0.99589, "mean_class_accuracy": 0.89579} {"mode": "train", "epoch": 109, "iter": 100, "lr": 0.00452, "memory": 4120, "data_time": 0.2027, "top1_acc": 0.9725, "top5_acc": 0.99875, "loss_cls": 0.18992, "loss": 0.18992, "time": 0.42079} {"mode": "train", "epoch": 109, "iter": 200, "lr": 0.0045, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.14181, "loss": 0.14181, "time": 0.2131} {"mode": "train", "epoch": 109, "iter": 300, "lr": 0.00449, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.13313, "loss": 0.13313, "time": 0.21246} {"mode": "train", "epoch": 109, "iter": 400, "lr": 0.00447, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.14785, "loss": 0.14785, "time": 0.21551} {"mode": "train", "epoch": 109, "iter": 500, "lr": 0.00445, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.15247, "loss": 0.15247, "time": 0.22203} {"mode": "train", "epoch": 109, "iter": 600, "lr": 0.00444, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.12065, "loss": 0.12065, "time": 0.22075} {"mode": "train", "epoch": 109, "iter": 700, "lr": 0.00442, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.12801, "loss": 0.12801, "time": 0.21741} {"mode": "train", "epoch": 109, "iter": 800, "lr": 0.00441, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.12354, "loss": 0.12354, "time": 0.22064} {"mode": "train", "epoch": 109, "iter": 900, "lr": 0.00439, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.10287, "loss": 0.10287, "time": 0.22063} {"mode": "train", "epoch": 109, "iter": 1000, "lr": 0.00438, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.09955, "loss": 0.09955, "time": 0.21839} {"mode": "train", "epoch": 109, "iter": 1100, "lr": 0.00436, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.12511, "loss": 0.12511, "time": 0.22182} {"mode": "train", "epoch": 109, "iter": 1200, "lr": 0.00434, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.12331, "loss": 0.12331, "time": 0.21818} {"mode": "val", "epoch": 109, "iter": 533, "lr": 0.00433, "top1_acc": 0.92583, "top5_acc": 0.99624, "mean_class_accuracy": 0.89781} {"mode": "train", "epoch": 110, "iter": 100, "lr": 0.00432, "memory": 4120, "data_time": 0.2041, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.08937, "loss": 0.08937, "time": 0.42328} {"mode": "train", "epoch": 110, "iter": 200, "lr": 0.0043, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.08158, "loss": 0.08158, "time": 0.22128} {"mode": "train", "epoch": 110, "iter": 300, "lr": 0.00429, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.10826, "loss": 0.10826, "time": 0.22148} {"mode": "train", "epoch": 110, "iter": 400, "lr": 0.00427, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.13958, "loss": 0.13958, "time": 0.21742} {"mode": "train", "epoch": 110, "iter": 500, "lr": 0.00426, "memory": 4120, "data_time": 0.00103, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.10185, "loss": 0.10185, "time": 0.22285} {"mode": "train", "epoch": 110, "iter": 600, "lr": 0.00424, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.09998, "loss": 0.09998, "time": 0.22007} {"mode": "train", "epoch": 110, "iter": 700, "lr": 0.00422, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.10508, "loss": 0.10508, "time": 0.22175} {"mode": "train", "epoch": 110, "iter": 800, "lr": 0.00421, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.09557, "loss": 0.09557, "time": 0.21414} {"mode": "train", "epoch": 110, "iter": 900, "lr": 0.00419, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.10487, "loss": 0.10487, "time": 0.21532} {"mode": "train", "epoch": 110, "iter": 1000, "lr": 0.00418, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.13318, "loss": 0.13318, "time": 0.21442} {"mode": "train", "epoch": 110, "iter": 1100, "lr": 0.00416, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.10746, "loss": 0.10746, "time": 0.22022} {"mode": "train", "epoch": 110, "iter": 1200, "lr": 0.00415, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.12853, "loss": 0.12853, "time": 0.2207} {"mode": "val", "epoch": 110, "iter": 533, "lr": 0.00414, "top1_acc": 0.92736, "top5_acc": 0.99613, "mean_class_accuracy": 0.89844} {"mode": "train", "epoch": 111, "iter": 100, "lr": 0.00412, "memory": 4120, "data_time": 0.20735, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.10729, "loss": 0.10729, "time": 0.42962} {"mode": "train", "epoch": 111, "iter": 200, "lr": 0.00411, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.10939, "loss": 0.10939, "time": 0.22129} {"mode": "train", "epoch": 111, "iter": 300, "lr": 0.00409, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.10375, "loss": 0.10375, "time": 0.21372} {"mode": "train", "epoch": 111, "iter": 400, "lr": 0.00408, "memory": 4120, "data_time": 0.00027, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.10731, "loss": 0.10731, "time": 0.21307} {"mode": "train", "epoch": 111, "iter": 500, "lr": 0.00406, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.12861, "loss": 0.12861, "time": 0.21439} {"mode": "train", "epoch": 111, "iter": 600, "lr": 0.00405, "memory": 4120, "data_time": 0.0009, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.10614, "loss": 0.10614, "time": 0.21804} {"mode": "train", "epoch": 111, "iter": 700, "lr": 0.00403, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.96812, "top5_acc": 0.99938, "loss_cls": 0.17054, "loss": 0.17054, "time": 0.21971} {"mode": "train", "epoch": 111, "iter": 800, "lr": 0.00402, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.12617, "loss": 0.12617, "time": 0.21849} {"mode": "train", "epoch": 111, "iter": 900, "lr": 0.004, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.10889, "loss": 0.10889, "time": 0.21885} {"mode": "train", "epoch": 111, "iter": 1000, "lr": 0.00399, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.09053, "loss": 0.09053, "time": 0.22153} {"mode": "train", "epoch": 111, "iter": 1100, "lr": 0.00397, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.12993, "loss": 0.12993, "time": 0.21965} {"mode": "train", "epoch": 111, "iter": 1200, "lr": 0.00396, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.1203, "loss": 0.1203, "time": 0.22194} {"mode": "val", "epoch": 111, "iter": 533, "lr": 0.00394, "top1_acc": 0.92548, "top5_acc": 0.99472, "mean_class_accuracy": 0.90871} {"mode": "train", "epoch": 112, "iter": 100, "lr": 0.00393, "memory": 4120, "data_time": 0.18977, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.08465, "loss": 0.08465, "time": 0.41063} {"mode": "train", "epoch": 112, "iter": 200, "lr": 0.00391, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.09394, "loss": 0.09394, "time": 0.22176} {"mode": "train", "epoch": 112, "iter": 300, "lr": 0.0039, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.09093, "loss": 0.09093, "time": 0.21699} {"mode": "train", "epoch": 112, "iter": 400, "lr": 0.00388, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.12617, "loss": 0.12617, "time": 0.22026} {"mode": "train", "epoch": 112, "iter": 500, "lr": 0.00387, "memory": 4120, "data_time": 0.00096, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.10962, "loss": 0.10962, "time": 0.22035} {"mode": "train", "epoch": 112, "iter": 600, "lr": 0.00385, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.11062, "loss": 0.11062, "time": 0.21841} {"mode": "train", "epoch": 112, "iter": 700, "lr": 0.00384, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.12754, "loss": 0.12754, "time": 0.22137} {"mode": "train", "epoch": 112, "iter": 800, "lr": 0.00382, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.1216, "loss": 0.1216, "time": 0.21853} {"mode": "train", "epoch": 112, "iter": 900, "lr": 0.00381, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08952, "loss": 0.08952, "time": 0.21409} {"mode": "train", "epoch": 112, "iter": 1000, "lr": 0.0038, "memory": 4120, "data_time": 0.00029, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.10187, "loss": 0.10187, "time": 0.21404} {"mode": "train", "epoch": 112, "iter": 1100, "lr": 0.00378, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.10034, "loss": 0.10034, "time": 0.2148} {"mode": "train", "epoch": 112, "iter": 1200, "lr": 0.00377, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.98062, "top5_acc": 0.99938, "loss_cls": 0.12853, "loss": 0.12853, "time": 0.22314} {"mode": "val", "epoch": 112, "iter": 533, "lr": 0.00375, "top1_acc": 0.927, "top5_acc": 0.99531, "mean_class_accuracy": 0.90186} {"mode": "train", "epoch": 113, "iter": 100, "lr": 0.00374, "memory": 4120, "data_time": 0.21, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.10144, "loss": 0.10144, "time": 0.43319} {"mode": "train", "epoch": 113, "iter": 200, "lr": 0.00373, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.10804, "loss": 0.10804, "time": 0.22238} {"mode": "train", "epoch": 113, "iter": 300, "lr": 0.00371, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.09353, "loss": 0.09353, "time": 0.21504} {"mode": "train", "epoch": 113, "iter": 400, "lr": 0.0037, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.10183, "loss": 0.10183, "time": 0.2136} {"mode": "train", "epoch": 113, "iter": 500, "lr": 0.00368, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.10608, "loss": 0.10608, "time": 0.21216} {"mode": "train", "epoch": 113, "iter": 600, "lr": 0.00367, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.11373, "loss": 0.11373, "time": 0.21949} {"mode": "train", "epoch": 113, "iter": 700, "lr": 0.00365, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.10124, "loss": 0.10124, "time": 0.22003} {"mode": "train", "epoch": 113, "iter": 800, "lr": 0.00364, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.1141, "loss": 0.1141, "time": 0.22143} {"mode": "train", "epoch": 113, "iter": 900, "lr": 0.00362, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.12683, "loss": 0.12683, "time": 0.21507} {"mode": "train", "epoch": 113, "iter": 1000, "lr": 0.00361, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.10858, "loss": 0.10858, "time": 0.21726} {"mode": "train", "epoch": 113, "iter": 1100, "lr": 0.0036, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.15335, "loss": 0.15335, "time": 0.2171} {"mode": "train", "epoch": 113, "iter": 1200, "lr": 0.00358, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.12249, "loss": 0.12249, "time": 0.21889} {"mode": "val", "epoch": 113, "iter": 533, "lr": 0.00357, "top1_acc": 0.92607, "top5_acc": 0.99624, "mean_class_accuracy": 0.89844} {"mode": "train", "epoch": 114, "iter": 100, "lr": 0.00355, "memory": 4120, "data_time": 0.19616, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.08461, "loss": 0.08461, "time": 0.41226} {"mode": "train", "epoch": 114, "iter": 200, "lr": 0.00354, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.08129, "loss": 0.08129, "time": 0.21809} {"mode": "train", "epoch": 114, "iter": 300, "lr": 0.00353, "memory": 4120, "data_time": 0.0009, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.12035, "loss": 0.12035, "time": 0.22034} {"mode": "train", "epoch": 114, "iter": 400, "lr": 0.00351, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.09398, "loss": 0.09398, "time": 0.21862} {"mode": "train", "epoch": 114, "iter": 500, "lr": 0.0035, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.09197, "loss": 0.09197, "time": 0.21969} {"mode": "train", "epoch": 114, "iter": 600, "lr": 0.00348, "memory": 4120, "data_time": 0.00109, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.09464, "loss": 0.09464, "time": 0.21963} {"mode": "train", "epoch": 114, "iter": 700, "lr": 0.00347, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.11025, "loss": 0.11025, "time": 0.21816} {"mode": "train", "epoch": 114, "iter": 800, "lr": 0.00346, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.09106, "loss": 0.09106, "time": 0.21681} {"mode": "train", "epoch": 114, "iter": 900, "lr": 0.00344, "memory": 4120, "data_time": 0.00125, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.08604, "loss": 0.08604, "time": 0.2142} {"mode": "train", "epoch": 114, "iter": 1000, "lr": 0.00343, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.98625, "top5_acc": 0.99938, "loss_cls": 0.1051, "loss": 0.1051, "time": 0.21133} {"mode": "train", "epoch": 114, "iter": 1100, "lr": 0.00341, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.1068, "loss": 0.1068, "time": 0.21788} {"mode": "train", "epoch": 114, "iter": 1200, "lr": 0.0034, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.10957, "loss": 0.10957, "time": 0.21642} {"mode": "val", "epoch": 114, "iter": 533, "lr": 0.00339, "top1_acc": 0.92876, "top5_acc": 0.99554, "mean_class_accuracy": 0.89905} {"mode": "train", "epoch": 115, "iter": 100, "lr": 0.00337, "memory": 4120, "data_time": 0.19465, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.10439, "loss": 0.10439, "time": 0.41249} {"mode": "train", "epoch": 115, "iter": 200, "lr": 0.00336, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.0906, "loss": 0.0906, "time": 0.21677} {"mode": "train", "epoch": 115, "iter": 300, "lr": 0.00335, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08655, "loss": 0.08655, "time": 0.21667} {"mode": "train", "epoch": 115, "iter": 400, "lr": 0.00333, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.09964, "loss": 0.09964, "time": 0.21482} {"mode": "train", "epoch": 115, "iter": 500, "lr": 0.00332, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.09641, "loss": 0.09641, "time": 0.21488} {"mode": "train", "epoch": 115, "iter": 600, "lr": 0.0033, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.08628, "loss": 0.08628, "time": 0.22104} {"mode": "train", "epoch": 115, "iter": 700, "lr": 0.00329, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.08327, "loss": 0.08327, "time": 0.22112} {"mode": "train", "epoch": 115, "iter": 800, "lr": 0.00328, "memory": 4120, "data_time": 0.00084, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.09956, "loss": 0.09956, "time": 0.22076} {"mode": "train", "epoch": 115, "iter": 900, "lr": 0.00326, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.12343, "loss": 0.12343, "time": 0.21927} {"mode": "train", "epoch": 115, "iter": 1000, "lr": 0.00325, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.10324, "loss": 0.10324, "time": 0.2184} {"mode": "train", "epoch": 115, "iter": 1100, "lr": 0.00324, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.10762, "loss": 0.10762, "time": 0.2177} {"mode": "train", "epoch": 115, "iter": 1200, "lr": 0.00322, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.08151, "loss": 0.08151, "time": 0.21678} {"mode": "val", "epoch": 115, "iter": 533, "lr": 0.00321, "top1_acc": 0.92712, "top5_acc": 0.99519, "mean_class_accuracy": 0.90119} {"mode": "train", "epoch": 116, "iter": 100, "lr": 0.0032, "memory": 4120, "data_time": 0.20066, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07291, "loss": 0.07291, "time": 0.41942} {"mode": "train", "epoch": 116, "iter": 200, "lr": 0.00318, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.09885, "loss": 0.09885, "time": 0.22204} {"mode": "train", "epoch": 116, "iter": 300, "lr": 0.00317, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.08097, "loss": 0.08097, "time": 0.22055} {"mode": "train", "epoch": 116, "iter": 400, "lr": 0.00316, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.10338, "loss": 0.10338, "time": 0.21913} {"mode": "train", "epoch": 116, "iter": 500, "lr": 0.00314, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.07281, "loss": 0.07281, "time": 0.21833} {"mode": "train", "epoch": 116, "iter": 600, "lr": 0.00313, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.08777, "loss": 0.08777, "time": 0.21892} {"mode": "train", "epoch": 116, "iter": 700, "lr": 0.00312, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08729, "loss": 0.08729, "time": 0.22099} {"mode": "train", "epoch": 116, "iter": 800, "lr": 0.0031, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07223, "loss": 0.07223, "time": 0.21269} {"mode": "train", "epoch": 116, "iter": 900, "lr": 0.00309, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.07507, "loss": 0.07507, "time": 0.21354} {"mode": "train", "epoch": 116, "iter": 1000, "lr": 0.00308, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.08092, "loss": 0.08092, "time": 0.21436} {"mode": "train", "epoch": 116, "iter": 1100, "lr": 0.00306, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08208, "loss": 0.08208, "time": 0.22305} {"mode": "train", "epoch": 116, "iter": 1200, "lr": 0.00305, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.07178, "loss": 0.07178, "time": 0.21978} {"mode": "val", "epoch": 116, "iter": 533, "lr": 0.00304, "top1_acc": 0.93616, "top5_acc": 0.99601, "mean_class_accuracy": 0.90708} {"mode": "train", "epoch": 117, "iter": 100, "lr": 0.00302, "memory": 4120, "data_time": 0.21496, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07127, "loss": 0.07127, "time": 0.43631} {"mode": "train", "epoch": 117, "iter": 200, "lr": 0.00301, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.06509, "loss": 0.06509, "time": 0.21516} {"mode": "train", "epoch": 117, "iter": 300, "lr": 0.003, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06478, "loss": 0.06478, "time": 0.2126} {"mode": "train", "epoch": 117, "iter": 400, "lr": 0.00298, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07975, "loss": 0.07975, "time": 0.21204} {"mode": "train", "epoch": 117, "iter": 500, "lr": 0.00297, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05816, "loss": 0.05816, "time": 0.2196} {"mode": "train", "epoch": 117, "iter": 600, "lr": 0.00296, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06167, "loss": 0.06167, "time": 0.21935} {"mode": "train", "epoch": 117, "iter": 700, "lr": 0.00294, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06146, "loss": 0.06146, "time": 0.21898} {"mode": "train", "epoch": 117, "iter": 800, "lr": 0.00293, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.0675, "loss": 0.0675, "time": 0.21653} {"mode": "train", "epoch": 117, "iter": 900, "lr": 0.00292, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.07182, "loss": 0.07182, "time": 0.21774} {"mode": "train", "epoch": 117, "iter": 1000, "lr": 0.00291, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.07658, "loss": 0.07658, "time": 0.21781} {"mode": "train", "epoch": 117, "iter": 1100, "lr": 0.00289, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.06662, "loss": 0.06662, "time": 0.21617} {"mode": "train", "epoch": 117, "iter": 1200, "lr": 0.00288, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07248, "loss": 0.07248, "time": 0.21686} {"mode": "val", "epoch": 117, "iter": 533, "lr": 0.00287, "top1_acc": 0.93135, "top5_acc": 0.99507, "mean_class_accuracy": 0.9061} {"mode": "train", "epoch": 118, "iter": 100, "lr": 0.00286, "memory": 4120, "data_time": 0.20527, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.075, "loss": 0.075, "time": 0.4222} {"mode": "train", "epoch": 118, "iter": 200, "lr": 0.00284, "memory": 4120, "data_time": 0.00109, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.06627, "loss": 0.06627, "time": 0.21777} {"mode": "train", "epoch": 118, "iter": 300, "lr": 0.00283, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07803, "loss": 0.07803, "time": 0.21571} {"mode": "train", "epoch": 118, "iter": 400, "lr": 0.00282, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.09613, "loss": 0.09613, "time": 0.21856} {"mode": "train", "epoch": 118, "iter": 500, "lr": 0.0028, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07608, "loss": 0.07608, "time": 0.21788} {"mode": "train", "epoch": 118, "iter": 600, "lr": 0.00279, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.08867, "loss": 0.08867, "time": 0.21839} {"mode": "train", "epoch": 118, "iter": 700, "lr": 0.00278, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06799, "loss": 0.06799, "time": 0.21525} {"mode": "train", "epoch": 118, "iter": 800, "lr": 0.00277, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.0594, "loss": 0.0594, "time": 0.21281} {"mode": "train", "epoch": 118, "iter": 900, "lr": 0.00275, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.07216, "loss": 0.07216, "time": 0.21889} {"mode": "train", "epoch": 118, "iter": 1000, "lr": 0.00274, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07651, "loss": 0.07651, "time": 0.21929} {"mode": "train", "epoch": 118, "iter": 1100, "lr": 0.00273, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06401, "loss": 0.06401, "time": 0.22022} {"mode": "train", "epoch": 118, "iter": 1200, "lr": 0.00271, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.09672, "loss": 0.09672, "time": 0.21864} {"mode": "val", "epoch": 118, "iter": 533, "lr": 0.0027, "top1_acc": 0.92818, "top5_acc": 0.99648, "mean_class_accuracy": 0.89971} {"mode": "train", "epoch": 119, "iter": 100, "lr": 0.00269, "memory": 4120, "data_time": 0.21051, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0565, "loss": 0.0565, "time": 0.42726} {"mode": "train", "epoch": 119, "iter": 200, "lr": 0.00268, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06231, "loss": 0.06231, "time": 0.21333} {"mode": "train", "epoch": 119, "iter": 300, "lr": 0.00267, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05757, "loss": 0.05757, "time": 0.21299} {"mode": "train", "epoch": 119, "iter": 400, "lr": 0.00265, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05596, "loss": 0.05596, "time": 0.21845} {"mode": "train", "epoch": 119, "iter": 500, "lr": 0.00264, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.10298, "loss": 0.10298, "time": 0.21739} {"mode": "train", "epoch": 119, "iter": 600, "lr": 0.00263, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.0851, "loss": 0.0851, "time": 0.21887} {"mode": "train", "epoch": 119, "iter": 700, "lr": 0.00262, "memory": 4120, "data_time": 0.00099, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06482, "loss": 0.06482, "time": 0.21888} {"mode": "train", "epoch": 119, "iter": 800, "lr": 0.0026, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07822, "loss": 0.07822, "time": 0.21744} {"mode": "train", "epoch": 119, "iter": 900, "lr": 0.00259, "memory": 4120, "data_time": 0.00093, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08437, "loss": 0.08437, "time": 0.22236} {"mode": "train", "epoch": 119, "iter": 1000, "lr": 0.00258, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08737, "loss": 0.08737, "time": 0.21888} {"mode": "train", "epoch": 119, "iter": 1100, "lr": 0.00257, "memory": 4120, "data_time": 0.00096, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.08063, "loss": 0.08063, "time": 0.22046} {"mode": "train", "epoch": 119, "iter": 1200, "lr": 0.00255, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08558, "loss": 0.08558, "time": 0.21347} {"mode": "val", "epoch": 119, "iter": 533, "lr": 0.00254, "top1_acc": 0.93322, "top5_acc": 0.99589, "mean_class_accuracy": 0.90652} {"mode": "train", "epoch": 120, "iter": 100, "lr": 0.00253, "memory": 4120, "data_time": 0.21054, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05893, "loss": 0.05893, "time": 0.42999} {"mode": "train", "epoch": 120, "iter": 200, "lr": 0.00252, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06614, "loss": 0.06614, "time": 0.21965} {"mode": "train", "epoch": 120, "iter": 300, "lr": 0.00251, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07044, "loss": 0.07044, "time": 0.21924} {"mode": "train", "epoch": 120, "iter": 400, "lr": 0.00249, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06297, "loss": 0.06297, "time": 0.21975} {"mode": "train", "epoch": 120, "iter": 500, "lr": 0.00248, "memory": 4120, "data_time": 0.0005, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06443, "loss": 0.06443, "time": 0.21954} {"mode": "train", "epoch": 120, "iter": 600, "lr": 0.00247, "memory": 4120, "data_time": 0.00099, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.07468, "loss": 0.07468, "time": 0.21564} {"mode": "train", "epoch": 120, "iter": 700, "lr": 0.00246, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04924, "loss": 0.04924, "time": 0.21193} {"mode": "train", "epoch": 120, "iter": 800, "lr": 0.00245, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05631, "loss": 0.05631, "time": 0.21114} {"mode": "train", "epoch": 120, "iter": 900, "lr": 0.00243, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05182, "loss": 0.05182, "time": 0.21921} {"mode": "train", "epoch": 120, "iter": 1000, "lr": 0.00242, "memory": 4120, "data_time": 0.001, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05169, "loss": 0.05169, "time": 0.22085} {"mode": "train", "epoch": 120, "iter": 1100, "lr": 0.00241, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08175, "loss": 0.08175, "time": 0.21996} {"mode": "train", "epoch": 120, "iter": 1200, "lr": 0.0024, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.07293, "loss": 0.07293, "time": 0.22088} {"mode": "val", "epoch": 120, "iter": 533, "lr": 0.00239, "top1_acc": 0.93862, "top5_acc": 0.99624, "mean_class_accuracy": 0.91646} {"mode": "train", "epoch": 121, "iter": 100, "lr": 0.00238, "memory": 4120, "data_time": 0.19821, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06829, "loss": 0.06829, "time": 0.41144} {"mode": "train", "epoch": 121, "iter": 200, "lr": 0.00236, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.05345, "loss": 0.05345, "time": 0.21516} {"mode": "train", "epoch": 121, "iter": 300, "lr": 0.00235, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.06166, "loss": 0.06166, "time": 0.21489} {"mode": "train", "epoch": 121, "iter": 400, "lr": 0.00234, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08701, "loss": 0.08701, "time": 0.21714} {"mode": "train", "epoch": 121, "iter": 500, "lr": 0.00233, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06828, "loss": 0.06828, "time": 0.21854} {"mode": "train", "epoch": 121, "iter": 600, "lr": 0.00232, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05485, "loss": 0.05485, "time": 0.21819} {"mode": "train", "epoch": 121, "iter": 700, "lr": 0.0023, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06959, "loss": 0.06959, "time": 0.21785} {"mode": "train", "epoch": 121, "iter": 800, "lr": 0.00229, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.07675, "loss": 0.07675, "time": 0.2186} {"mode": "train", "epoch": 121, "iter": 900, "lr": 0.00228, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.06007, "loss": 0.06007, "time": 0.21728} {"mode": "train", "epoch": 121, "iter": 1000, "lr": 0.00227, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06336, "loss": 0.06336, "time": 0.21774} {"mode": "train", "epoch": 121, "iter": 1100, "lr": 0.00226, "memory": 4120, "data_time": 0.00075, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05898, "loss": 0.05898, "time": 0.21483} {"mode": "train", "epoch": 121, "iter": 1200, "lr": 0.00225, "memory": 4120, "data_time": 0.00031, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.0672, "loss": 0.0672, "time": 0.21367} {"mode": "val", "epoch": 121, "iter": 533, "lr": 0.00224, "top1_acc": 0.9324, "top5_acc": 0.99448, "mean_class_accuracy": 0.90834} {"mode": "train", "epoch": 122, "iter": 100, "lr": 0.00222, "memory": 4120, "data_time": 0.20072, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.11677, "loss": 0.11677, "time": 0.41718} {"mode": "train", "epoch": 122, "iter": 200, "lr": 0.00221, "memory": 4120, "data_time": 0.0011, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.09515, "loss": 0.09515, "time": 0.21888} {"mode": "train", "epoch": 122, "iter": 300, "lr": 0.0022, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06674, "loss": 0.06674, "time": 0.22144} {"mode": "train", "epoch": 122, "iter": 400, "lr": 0.00219, "memory": 4120, "data_time": 0.00088, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.07725, "loss": 0.07725, "time": 0.21827} {"mode": "train", "epoch": 122, "iter": 500, "lr": 0.00218, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.08141, "loss": 0.08141, "time": 0.21467} {"mode": "train", "epoch": 122, "iter": 600, "lr": 0.00217, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07255, "loss": 0.07255, "time": 0.21224} {"mode": "train", "epoch": 122, "iter": 700, "lr": 0.00215, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06357, "loss": 0.06357, "time": 0.21313} {"mode": "train", "epoch": 122, "iter": 800, "lr": 0.00214, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.0644, "loss": 0.0644, "time": 0.2199} {"mode": "train", "epoch": 122, "iter": 900, "lr": 0.00213, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07618, "loss": 0.07618, "time": 0.22114} {"mode": "train", "epoch": 122, "iter": 1000, "lr": 0.00212, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05666, "loss": 0.05666, "time": 0.22056} {"mode": "train", "epoch": 122, "iter": 1100, "lr": 0.00211, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05385, "loss": 0.05385, "time": 0.21972} {"mode": "train", "epoch": 122, "iter": 1200, "lr": 0.0021, "memory": 4120, "data_time": 0.00144, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06616, "loss": 0.06616, "time": 0.21676} {"mode": "val", "epoch": 122, "iter": 533, "lr": 0.00209, "top1_acc": 0.93111, "top5_acc": 0.99613, "mean_class_accuracy": 0.90199} {"mode": "train", "epoch": 123, "iter": 100, "lr": 0.00208, "memory": 4120, "data_time": 0.19475, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06911, "loss": 0.06911, "time": 0.40743} {"mode": "train", "epoch": 123, "iter": 200, "lr": 0.00207, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06373, "loss": 0.06373, "time": 0.21355} {"mode": "train", "epoch": 123, "iter": 300, "lr": 0.00205, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06054, "loss": 0.06054, "time": 0.21881} {"mode": "train", "epoch": 123, "iter": 400, "lr": 0.00204, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05706, "loss": 0.05706, "time": 0.21901} {"mode": "train", "epoch": 123, "iter": 500, "lr": 0.00203, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06291, "loss": 0.06291, "time": 0.21594} {"mode": "train", "epoch": 123, "iter": 600, "lr": 0.00202, "memory": 4120, "data_time": 0.0012, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06467, "loss": 0.06467, "time": 0.21909} {"mode": "train", "epoch": 123, "iter": 700, "lr": 0.00201, "memory": 4120, "data_time": 0.00072, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.08114, "loss": 0.08114, "time": 0.21954} {"mode": "train", "epoch": 123, "iter": 800, "lr": 0.002, "memory": 4120, "data_time": 0.00097, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07295, "loss": 0.07295, "time": 0.21868} {"mode": "train", "epoch": 123, "iter": 900, "lr": 0.00199, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06836, "loss": 0.06836, "time": 0.2204} {"mode": "train", "epoch": 123, "iter": 1000, "lr": 0.00198, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06394, "loss": 0.06394, "time": 0.21546} {"mode": "train", "epoch": 123, "iter": 1100, "lr": 0.00197, "memory": 4120, "data_time": 0.00082, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06259, "loss": 0.06259, "time": 0.21871} {"mode": "train", "epoch": 123, "iter": 1200, "lr": 0.00195, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.05023, "loss": 0.05023, "time": 0.21408} {"mode": "val", "epoch": 123, "iter": 533, "lr": 0.00195, "top1_acc": 0.93428, "top5_acc": 0.99624, "mean_class_accuracy": 0.91006} {"mode": "train", "epoch": 124, "iter": 100, "lr": 0.00194, "memory": 4120, "data_time": 0.21505, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05139, "loss": 0.05139, "time": 0.43491} {"mode": "train", "epoch": 124, "iter": 200, "lr": 0.00192, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05458, "loss": 0.05458, "time": 0.22154} {"mode": "train", "epoch": 124, "iter": 300, "lr": 0.00191, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05584, "loss": 0.05584, "time": 0.21682} {"mode": "train", "epoch": 124, "iter": 400, "lr": 0.0019, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.05378, "loss": 0.05378, "time": 0.21818} {"mode": "train", "epoch": 124, "iter": 500, "lr": 0.00189, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05105, "loss": 0.05105, "time": 0.21864} {"mode": "train", "epoch": 124, "iter": 600, "lr": 0.00188, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05712, "loss": 0.05712, "time": 0.21453} {"mode": "train", "epoch": 124, "iter": 700, "lr": 0.00187, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.0592, "loss": 0.0592, "time": 0.21205} {"mode": "train", "epoch": 124, "iter": 800, "lr": 0.00186, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06307, "loss": 0.06307, "time": 0.21081} {"mode": "train", "epoch": 124, "iter": 900, "lr": 0.00185, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05815, "loss": 0.05815, "time": 0.21524} {"mode": "train", "epoch": 124, "iter": 1000, "lr": 0.00184, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05912, "loss": 0.05912, "time": 0.22046} {"mode": "train", "epoch": 124, "iter": 1100, "lr": 0.00183, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05641, "loss": 0.05641, "time": 0.21718} {"mode": "train", "epoch": 124, "iter": 1200, "lr": 0.00182, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05213, "loss": 0.05213, "time": 0.21864} {"mode": "val", "epoch": 124, "iter": 533, "lr": 0.00181, "top1_acc": 0.93921, "top5_acc": 0.99601, "mean_class_accuracy": 0.91587} {"mode": "train", "epoch": 125, "iter": 100, "lr": 0.0018, "memory": 4120, "data_time": 0.19812, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04798, "loss": 0.04798, "time": 0.41081} {"mode": "train", "epoch": 125, "iter": 200, "lr": 0.00179, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04792, "loss": 0.04792, "time": 0.21276} {"mode": "train", "epoch": 125, "iter": 300, "lr": 0.00178, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04585, "loss": 0.04585, "time": 0.21286} {"mode": "train", "epoch": 125, "iter": 400, "lr": 0.00177, "memory": 4120, "data_time": 0.00093, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04449, "loss": 0.04449, "time": 0.21823} {"mode": "train", "epoch": 125, "iter": 500, "lr": 0.00176, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04495, "loss": 0.04495, "time": 0.21845} {"mode": "train", "epoch": 125, "iter": 600, "lr": 0.00175, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04545, "loss": 0.04545, "time": 0.22162} {"mode": "train", "epoch": 125, "iter": 700, "lr": 0.00173, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04555, "loss": 0.04555, "time": 0.21668} {"mode": "train", "epoch": 125, "iter": 800, "lr": 0.00172, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.04127, "loss": 0.04127, "time": 0.22018} {"mode": "train", "epoch": 125, "iter": 900, "lr": 0.00171, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.06567, "loss": 0.06567, "time": 0.21589} {"mode": "train", "epoch": 125, "iter": 1000, "lr": 0.0017, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.0669, "loss": 0.0669, "time": 0.21911} {"mode": "train", "epoch": 125, "iter": 1100, "lr": 0.00169, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.05374, "loss": 0.05374, "time": 0.2147} {"mode": "train", "epoch": 125, "iter": 1200, "lr": 0.00168, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.99812, "top5_acc": 0.99938, "loss_cls": 0.04735, "loss": 0.04735, "time": 0.21484} {"mode": "val", "epoch": 125, "iter": 533, "lr": 0.00167, "top1_acc": 0.93393, "top5_acc": 0.99554, "mean_class_accuracy": 0.90551} {"mode": "train", "epoch": 126, "iter": 100, "lr": 0.00166, "memory": 4120, "data_time": 0.208, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06109, "loss": 0.06109, "time": 0.43128} {"mode": "train", "epoch": 126, "iter": 200, "lr": 0.00165, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06069, "loss": 0.06069, "time": 0.21695} {"mode": "train", "epoch": 126, "iter": 300, "lr": 0.00164, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05299, "loss": 0.05299, "time": 0.21895} {"mode": "train", "epoch": 126, "iter": 400, "lr": 0.00163, "memory": 4120, "data_time": 0.00047, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.04354, "loss": 0.04354, "time": 0.21923} {"mode": "train", "epoch": 126, "iter": 500, "lr": 0.00162, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.044, "loss": 0.044, "time": 0.21556} {"mode": "train", "epoch": 126, "iter": 600, "lr": 0.00161, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04077, "loss": 0.04077, "time": 0.21237} {"mode": "train", "epoch": 126, "iter": 700, "lr": 0.0016, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05259, "loss": 0.05259, "time": 0.21529} {"mode": "train", "epoch": 126, "iter": 800, "lr": 0.00159, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.05309, "loss": 0.05309, "time": 0.21476} {"mode": "train", "epoch": 126, "iter": 900, "lr": 0.00158, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04655, "loss": 0.04655, "time": 0.21821} {"mode": "train", "epoch": 126, "iter": 1000, "lr": 0.00157, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04309, "loss": 0.04309, "time": 0.21903} {"mode": "train", "epoch": 126, "iter": 1100, "lr": 0.00156, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04252, "loss": 0.04252, "time": 0.22121} {"mode": "train", "epoch": 126, "iter": 1200, "lr": 0.00155, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0393, "loss": 0.0393, "time": 0.22108} {"mode": "val", "epoch": 126, "iter": 533, "lr": 0.00155, "top1_acc": 0.93839, "top5_acc": 0.9966, "mean_class_accuracy": 0.91803} {"mode": "train", "epoch": 127, "iter": 100, "lr": 0.00154, "memory": 4120, "data_time": 0.19177, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05444, "loss": 0.05444, "time": 0.40578} {"mode": "train", "epoch": 127, "iter": 200, "lr": 0.00153, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04766, "loss": 0.04766, "time": 0.21159} {"mode": "train", "epoch": 127, "iter": 300, "lr": 0.00152, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04869, "loss": 0.04869, "time": 0.21945} {"mode": "train", "epoch": 127, "iter": 400, "lr": 0.00151, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04823, "loss": 0.04823, "time": 0.21768} {"mode": "train", "epoch": 127, "iter": 500, "lr": 0.0015, "memory": 4120, "data_time": 0.00054, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05369, "loss": 0.05369, "time": 0.21903} {"mode": "train", "epoch": 127, "iter": 600, "lr": 0.00149, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05349, "loss": 0.05349, "time": 0.21818} {"mode": "train", "epoch": 127, "iter": 700, "lr": 0.00148, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04516, "loss": 0.04516, "time": 0.21763} {"mode": "train", "epoch": 127, "iter": 800, "lr": 0.00147, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04839, "loss": 0.04839, "time": 0.21923} {"mode": "train", "epoch": 127, "iter": 900, "lr": 0.00146, "memory": 4120, "data_time": 0.00045, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04446, "loss": 0.04446, "time": 0.21703} {"mode": "train", "epoch": 127, "iter": 1000, "lr": 0.00145, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04543, "loss": 0.04543, "time": 0.21816} {"mode": "train", "epoch": 127, "iter": 1100, "lr": 0.00144, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04728, "loss": 0.04728, "time": 0.21392} {"mode": "train", "epoch": 127, "iter": 1200, "lr": 0.00143, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04197, "loss": 0.04197, "time": 0.21152} {"mode": "val", "epoch": 127, "iter": 533, "lr": 0.00142, "top1_acc": 0.93874, "top5_acc": 0.99648, "mean_class_accuracy": 0.91678} {"mode": "train", "epoch": 128, "iter": 100, "lr": 0.00141, "memory": 4120, "data_time": 0.19653, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04272, "loss": 0.04272, "time": 0.41703} {"mode": "train", "epoch": 128, "iter": 200, "lr": 0.0014, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04557, "loss": 0.04557, "time": 0.21942} {"mode": "train", "epoch": 128, "iter": 300, "lr": 0.00139, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03879, "loss": 0.03879, "time": 0.2195} {"mode": "train", "epoch": 128, "iter": 400, "lr": 0.00138, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04895, "loss": 0.04895, "time": 0.21856} {"mode": "train", "epoch": 128, "iter": 500, "lr": 0.00138, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04088, "loss": 0.04088, "time": 0.21244} {"mode": "train", "epoch": 128, "iter": 600, "lr": 0.00137, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04679, "loss": 0.04679, "time": 0.21278} {"mode": "train", "epoch": 128, "iter": 700, "lr": 0.00136, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04869, "loss": 0.04869, "time": 0.21836} {"mode": "train", "epoch": 128, "iter": 800, "lr": 0.00135, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04503, "loss": 0.04503, "time": 0.21695} {"mode": "train", "epoch": 128, "iter": 900, "lr": 0.00134, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04777, "loss": 0.04777, "time": 0.21671} {"mode": "train", "epoch": 128, "iter": 1000, "lr": 0.00133, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0437, "loss": 0.0437, "time": 0.21449} {"mode": "train", "epoch": 128, "iter": 1100, "lr": 0.00132, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04211, "loss": 0.04211, "time": 0.21705} {"mode": "train", "epoch": 128, "iter": 1200, "lr": 0.00131, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04875, "loss": 0.04875, "time": 0.21509} {"mode": "val", "epoch": 128, "iter": 533, "lr": 0.0013, "top1_acc": 0.94144, "top5_acc": 0.99695, "mean_class_accuracy": 0.91725} {"mode": "train", "epoch": 129, "iter": 100, "lr": 0.00129, "memory": 4120, "data_time": 0.19454, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04407, "loss": 0.04407, "time": 0.40703} {"mode": "train", "epoch": 129, "iter": 200, "lr": 0.00129, "memory": 4120, "data_time": 0.00094, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03841, "loss": 0.03841, "time": 0.21465} {"mode": "train", "epoch": 129, "iter": 300, "lr": 0.00128, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.041, "loss": 0.041, "time": 0.21894} {"mode": "train", "epoch": 129, "iter": 400, "lr": 0.00127, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0394, "loss": 0.0394, "time": 0.22375} {"mode": "train", "epoch": 129, "iter": 500, "lr": 0.00126, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03896, "loss": 0.03896, "time": 0.21698} {"mode": "train", "epoch": 129, "iter": 600, "lr": 0.00125, "memory": 4120, "data_time": 0.00066, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0445, "loss": 0.0445, "time": 0.21377} {"mode": "train", "epoch": 129, "iter": 700, "lr": 0.00124, "memory": 4120, "data_time": 0.00078, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03944, "loss": 0.03944, "time": 0.22017} {"mode": "train", "epoch": 129, "iter": 800, "lr": 0.00123, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04978, "loss": 0.04978, "time": 0.2196} {"mode": "train", "epoch": 129, "iter": 900, "lr": 0.00122, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04371, "loss": 0.04371, "time": 0.21611} {"mode": "train", "epoch": 129, "iter": 1000, "lr": 0.00121, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04597, "loss": 0.04597, "time": 0.2113} {"mode": "train", "epoch": 129, "iter": 1100, "lr": 0.00121, "memory": 4120, "data_time": 0.00044, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03705, "loss": 0.03705, "time": 0.21296} {"mode": "train", "epoch": 129, "iter": 1200, "lr": 0.0012, "memory": 4120, "data_time": 0.00089, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03711, "loss": 0.03711, "time": 0.21671} {"mode": "val", "epoch": 129, "iter": 533, "lr": 0.00119, "top1_acc": 0.94285, "top5_acc": 0.9973, "mean_class_accuracy": 0.91726} {"mode": "train", "epoch": 130, "iter": 100, "lr": 0.00118, "memory": 4120, "data_time": 0.20044, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0433, "loss": 0.0433, "time": 0.41771} {"mode": "train", "epoch": 130, "iter": 200, "lr": 0.00117, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03667, "loss": 0.03667, "time": 0.21775} {"mode": "train", "epoch": 130, "iter": 300, "lr": 0.00116, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03811, "loss": 0.03811, "time": 0.21755} {"mode": "train", "epoch": 130, "iter": 400, "lr": 0.00116, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03916, "loss": 0.03916, "time": 0.21338} {"mode": "train", "epoch": 130, "iter": 500, "lr": 0.00115, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03763, "loss": 0.03763, "time": 0.21238} {"mode": "train", "epoch": 130, "iter": 600, "lr": 0.00114, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.04003, "loss": 0.04003, "time": 0.21239} {"mode": "train", "epoch": 130, "iter": 700, "lr": 0.00113, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03867, "loss": 0.03867, "time": 0.22086} {"mode": "train", "epoch": 130, "iter": 800, "lr": 0.00112, "memory": 4120, "data_time": 0.00079, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03635, "loss": 0.03635, "time": 0.21856} {"mode": "train", "epoch": 130, "iter": 900, "lr": 0.00111, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04152, "loss": 0.04152, "time": 0.21812} {"mode": "train", "epoch": 130, "iter": 1000, "lr": 0.0011, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04782, "loss": 0.04782, "time": 0.2158} {"mode": "train", "epoch": 130, "iter": 1100, "lr": 0.0011, "memory": 4120, "data_time": 0.00068, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03654, "loss": 0.03654, "time": 0.21923} {"mode": "train", "epoch": 130, "iter": 1200, "lr": 0.00109, "memory": 4120, "data_time": 0.00081, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03554, "loss": 0.03554, "time": 0.21992} {"mode": "val", "epoch": 130, "iter": 533, "lr": 0.00108, "top1_acc": 0.94355, "top5_acc": 0.99648, "mean_class_accuracy": 0.92344} {"mode": "train", "epoch": 131, "iter": 100, "lr": 0.00107, "memory": 4120, "data_time": 0.18675, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03665, "loss": 0.03665, "time": 0.39935} {"mode": "train", "epoch": 131, "iter": 200, "lr": 0.00106, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03679, "loss": 0.03679, "time": 0.21694} {"mode": "train", "epoch": 131, "iter": 300, "lr": 0.00106, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03934, "loss": 0.03934, "time": 0.21686} {"mode": "train", "epoch": 131, "iter": 400, "lr": 0.00105, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03815, "loss": 0.03815, "time": 0.21828} {"mode": "train", "epoch": 131, "iter": 500, "lr": 0.00104, "memory": 4120, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03649, "loss": 0.03649, "time": 0.21722} {"mode": "train", "epoch": 131, "iter": 600, "lr": 0.00103, "memory": 4120, "data_time": 0.00055, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03342, "loss": 0.03342, "time": 0.21679} {"mode": "train", "epoch": 131, "iter": 700, "lr": 0.00102, "memory": 4120, "data_time": 0.00044, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0346, "loss": 0.0346, "time": 0.21741} {"mode": "train", "epoch": 131, "iter": 800, "lr": 0.00102, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04467, "loss": 0.04467, "time": 0.21873} {"mode": "train", "epoch": 131, "iter": 900, "lr": 0.00101, "memory": 4120, "data_time": 0.00082, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03737, "loss": 0.03737, "time": 0.21829} {"mode": "train", "epoch": 131, "iter": 1000, "lr": 0.001, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04517, "loss": 0.04517, "time": 0.21419} {"mode": "train", "epoch": 131, "iter": 1100, "lr": 0.00099, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0353, "loss": 0.0353, "time": 0.21327} {"mode": "train", "epoch": 131, "iter": 1200, "lr": 0.00098, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03864, "loss": 0.03864, "time": 0.21691} {"mode": "val", "epoch": 131, "iter": 533, "lr": 0.00098, "top1_acc": 0.94472, "top5_acc": 0.99718, "mean_class_accuracy": 0.92424} {"mode": "train", "epoch": 132, "iter": 100, "lr": 0.00097, "memory": 4120, "data_time": 0.20292, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03734, "loss": 0.03734, "time": 0.42436} {"mode": "train", "epoch": 132, "iter": 200, "lr": 0.00096, "memory": 4120, "data_time": 0.00091, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03698, "loss": 0.03698, "time": 0.22194} {"mode": "train", "epoch": 132, "iter": 300, "lr": 0.00095, "memory": 4120, "data_time": 0.00077, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0426, "loss": 0.0426, "time": 0.21921} {"mode": "train", "epoch": 132, "iter": 400, "lr": 0.00095, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04421, "loss": 0.04421, "time": 0.21864} {"mode": "train", "epoch": 132, "iter": 500, "lr": 0.00094, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03775, "loss": 0.03775, "time": 0.21696} {"mode": "train", "epoch": 132, "iter": 600, "lr": 0.00093, "memory": 4120, "data_time": 0.00087, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03903, "loss": 0.03903, "time": 0.21355} {"mode": "train", "epoch": 132, "iter": 700, "lr": 0.00092, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03889, "loss": 0.03889, "time": 0.2124} {"mode": "train", "epoch": 132, "iter": 800, "lr": 0.00091, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03848, "loss": 0.03848, "time": 0.21841} {"mode": "train", "epoch": 132, "iter": 900, "lr": 0.00091, "memory": 4120, "data_time": 0.00038, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03759, "loss": 0.03759, "time": 0.21914} {"mode": "train", "epoch": 132, "iter": 1000, "lr": 0.0009, "memory": 4120, "data_time": 0.00059, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03492, "loss": 0.03492, "time": 0.22026} {"mode": "train", "epoch": 132, "iter": 1100, "lr": 0.00089, "memory": 4120, "data_time": 0.00035, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0342, "loss": 0.0342, "time": 0.21714} {"mode": "train", "epoch": 132, "iter": 1200, "lr": 0.00088, "memory": 4120, "data_time": 0.00092, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03852, "loss": 0.03852, "time": 0.21888} {"mode": "val", "epoch": 132, "iter": 533, "lr": 0.00088, "top1_acc": 0.94367, "top5_acc": 0.99671, "mean_class_accuracy": 0.92335} {"mode": "train", "epoch": 133, "iter": 100, "lr": 0.00087, "memory": 4120, "data_time": 0.18934, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04306, "loss": 0.04306, "time": 0.40438} {"mode": "train", "epoch": 133, "iter": 200, "lr": 0.00086, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04044, "loss": 0.04044, "time": 0.21325} {"mode": "train", "epoch": 133, "iter": 300, "lr": 0.00086, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03674, "loss": 0.03674, "time": 0.21652} {"mode": "train", "epoch": 133, "iter": 400, "lr": 0.00085, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03745, "loss": 0.03745, "time": 0.21574} {"mode": "train", "epoch": 133, "iter": 500, "lr": 0.00084, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03574, "loss": 0.03574, "time": 0.21867} {"mode": "train", "epoch": 133, "iter": 600, "lr": 0.00083, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0366, "loss": 0.0366, "time": 0.21741} {"mode": "train", "epoch": 133, "iter": 700, "lr": 0.00083, "memory": 4120, "data_time": 0.00053, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03457, "loss": 0.03457, "time": 0.21757} {"mode": "train", "epoch": 133, "iter": 800, "lr": 0.00082, "memory": 4120, "data_time": 0.00045, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03409, "loss": 0.03409, "time": 0.21748} {"mode": "train", "epoch": 133, "iter": 900, "lr": 0.00081, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03535, "loss": 0.03535, "time": 0.216} {"mode": "train", "epoch": 133, "iter": 1000, "lr": 0.0008, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03913, "loss": 0.03913, "time": 0.21298} {"mode": "train", "epoch": 133, "iter": 1100, "lr": 0.0008, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03936, "loss": 0.03936, "time": 0.21157} {"mode": "train", "epoch": 133, "iter": 1200, "lr": 0.00079, "memory": 4120, "data_time": 0.00074, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03625, "loss": 0.03625, "time": 0.21481} {"mode": "val", "epoch": 133, "iter": 533, "lr": 0.00078, "top1_acc": 0.94214, "top5_acc": 0.99636, "mean_class_accuracy": 0.91881} {"mode": "train", "epoch": 134, "iter": 100, "lr": 0.00078, "memory": 4120, "data_time": 0.2066, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03614, "loss": 0.03614, "time": 0.42417} {"mode": "train", "epoch": 134, "iter": 200, "lr": 0.00077, "memory": 4120, "data_time": 0.00067, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03421, "loss": 0.03421, "time": 0.21781} {"mode": "train", "epoch": 134, "iter": 300, "lr": 0.00076, "memory": 4120, "data_time": 0.00071, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03437, "loss": 0.03437, "time": 0.21891} {"mode": "train", "epoch": 134, "iter": 400, "lr": 0.00076, "memory": 4120, "data_time": 0.00083, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03562, "loss": 0.03562, "time": 0.21373} {"mode": "train", "epoch": 134, "iter": 500, "lr": 0.00075, "memory": 4120, "data_time": 0.00046, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03397, "loss": 0.03397, "time": 0.21374} {"mode": "train", "epoch": 134, "iter": 600, "lr": 0.00074, "memory": 4120, "data_time": 0.0003, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03625, "loss": 0.03625, "time": 0.21479} {"mode": "train", "epoch": 134, "iter": 700, "lr": 0.00073, "memory": 4120, "data_time": 0.00051, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03757, "loss": 0.03757, "time": 0.2175} {"mode": "train", "epoch": 134, "iter": 800, "lr": 0.00073, "memory": 4120, "data_time": 0.00079, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03351, "loss": 0.03351, "time": 0.21847} {"mode": "train", "epoch": 134, "iter": 900, "lr": 0.00072, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0354, "loss": 0.0354, "time": 0.2188} {"mode": "train", "epoch": 134, "iter": 1000, "lr": 0.00071, "memory": 4120, "data_time": 0.00057, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03472, "loss": 0.03472, "time": 0.21655} {"mode": "train", "epoch": 134, "iter": 1100, "lr": 0.00071, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04069, "loss": 0.04069, "time": 0.21943} {"mode": "train", "epoch": 134, "iter": 1200, "lr": 0.0007, "memory": 4120, "data_time": 0.00116, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03783, "loss": 0.03783, "time": 0.21907} {"mode": "val", "epoch": 134, "iter": 533, "lr": 0.0007, "top1_acc": 0.94566, "top5_acc": 0.99636, "mean_class_accuracy": 0.92304} {"mode": "train", "epoch": 135, "iter": 100, "lr": 0.00069, "memory": 4120, "data_time": 0.18503, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03398, "loss": 0.03398, "time": 0.39932} {"mode": "train", "epoch": 135, "iter": 200, "lr": 0.00068, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03906, "loss": 0.03906, "time": 0.22041} {"mode": "train", "epoch": 135, "iter": 300, "lr": 0.00068, "memory": 4120, "data_time": 0.0006, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03642, "loss": 0.03642, "time": 0.21877} {"mode": "train", "epoch": 135, "iter": 400, "lr": 0.00067, "memory": 4120, "data_time": 0.00079, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03416, "loss": 0.03416, "time": 0.22197} {"mode": "train", "epoch": 135, "iter": 500, "lr": 0.00066, "memory": 4120, "data_time": 0.00067, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03351, "loss": 0.03351, "time": 0.2191} {"mode": "train", "epoch": 135, "iter": 600, "lr": 0.00066, "memory": 4120, "data_time": 0.00071, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03289, "loss": 0.03289, "time": 0.21817} {"mode": "train", "epoch": 135, "iter": 700, "lr": 0.00065, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0338, "loss": 0.0338, "time": 0.22083} {"mode": "train", "epoch": 135, "iter": 800, "lr": 0.00064, "memory": 4120, "data_time": 0.00053, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03444, "loss": 0.03444, "time": 0.21802} {"mode": "train", "epoch": 135, "iter": 900, "lr": 0.00064, "memory": 4120, "data_time": 0.00075, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03579, "loss": 0.03579, "time": 0.21472} {"mode": "train", "epoch": 135, "iter": 1000, "lr": 0.00063, "memory": 4120, "data_time": 0.00057, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03458, "loss": 0.03458, "time": 0.21063} {"mode": "train", "epoch": 135, "iter": 1100, "lr": 0.00062, "memory": 4120, "data_time": 0.00056, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03467, "loss": 0.03467, "time": 0.2114} {"mode": "train", "epoch": 135, "iter": 1200, "lr": 0.00062, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03518, "loss": 0.03518, "time": 0.21853} {"mode": "val", "epoch": 135, "iter": 533, "lr": 0.00061, "top1_acc": 0.94449, "top5_acc": 0.99683, "mean_class_accuracy": 0.92249} {"mode": "train", "epoch": 136, "iter": 100, "lr": 0.00061, "memory": 4120, "data_time": 0.20537, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03892, "loss": 0.03892, "time": 0.42173} {"mode": "train", "epoch": 136, "iter": 200, "lr": 0.0006, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03479, "loss": 0.03479, "time": 0.21847} {"mode": "train", "epoch": 136, "iter": 300, "lr": 0.00059, "memory": 4120, "data_time": 0.0008, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03688, "loss": 0.03688, "time": 0.2191} {"mode": "train", "epoch": 136, "iter": 400, "lr": 0.00059, "memory": 4120, "data_time": 0.00045, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03486, "loss": 0.03486, "time": 0.21404} {"mode": "train", "epoch": 136, "iter": 500, "lr": 0.00058, "memory": 4120, "data_time": 0.00041, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03386, "loss": 0.03386, "time": 0.2131} {"mode": "train", "epoch": 136, "iter": 600, "lr": 0.00057, "memory": 4120, "data_time": 0.00039, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03403, "loss": 0.03403, "time": 0.21666} {"mode": "train", "epoch": 136, "iter": 700, "lr": 0.00057, "memory": 4120, "data_time": 0.00055, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0344, "loss": 0.0344, "time": 0.21793} {"mode": "train", "epoch": 136, "iter": 800, "lr": 0.00056, "memory": 4120, "data_time": 0.00053, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03665, "loss": 0.03665, "time": 0.21478} {"mode": "train", "epoch": 136, "iter": 900, "lr": 0.00056, "memory": 4120, "data_time": 0.00057, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03281, "loss": 0.03281, "time": 0.21717} {"mode": "train", "epoch": 136, "iter": 1000, "lr": 0.00055, "memory": 4120, "data_time": 0.00071, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03624, "loss": 0.03624, "time": 0.21933} {"mode": "train", "epoch": 136, "iter": 1100, "lr": 0.00054, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03698, "loss": 0.03698, "time": 0.21876} {"mode": "train", "epoch": 136, "iter": 1200, "lr": 0.00054, "memory": 4120, "data_time": 0.00057, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0323, "loss": 0.0323, "time": 0.21816} {"mode": "val", "epoch": 136, "iter": 533, "lr": 0.00053, "top1_acc": 0.9432, "top5_acc": 0.99671, "mean_class_accuracy": 0.9205} {"mode": "train", "epoch": 137, "iter": 100, "lr": 0.00053, "memory": 4120, "data_time": 0.19509, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03373, "loss": 0.03373, "time": 0.41502} {"mode": "train", "epoch": 137, "iter": 200, "lr": 0.00052, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0381, "loss": 0.0381, "time": 0.2224} {"mode": "train", "epoch": 137, "iter": 300, "lr": 0.00052, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03549, "loss": 0.03549, "time": 0.2167} {"mode": "train", "epoch": 137, "iter": 400, "lr": 0.00051, "memory": 4120, "data_time": 0.0005, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03491, "loss": 0.03491, "time": 0.21875} {"mode": "train", "epoch": 137, "iter": 500, "lr": 0.0005, "memory": 4120, "data_time": 0.00062, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03766, "loss": 0.03766, "time": 0.22242} {"mode": "train", "epoch": 137, "iter": 600, "lr": 0.0005, "memory": 4120, "data_time": 0.00059, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03311, "loss": 0.03311, "time": 0.21886} {"mode": "train", "epoch": 137, "iter": 700, "lr": 0.00049, "memory": 4120, "data_time": 0.00046, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03404, "loss": 0.03404, "time": 0.21746} {"mode": "train", "epoch": 137, "iter": 800, "lr": 0.00049, "memory": 4120, "data_time": 0.00041, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03316, "loss": 0.03316, "time": 0.21904} {"mode": "train", "epoch": 137, "iter": 900, "lr": 0.00048, "memory": 4120, "data_time": 0.00037, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03667, "loss": 0.03667, "time": 0.2115} {"mode": "train", "epoch": 137, "iter": 1000, "lr": 0.00048, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03577, "loss": 0.03577, "time": 0.21157} {"mode": "train", "epoch": 137, "iter": 1100, "lr": 0.00047, "memory": 4120, "data_time": 0.00071, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0345, "loss": 0.0345, "time": 0.21328} {"mode": "train", "epoch": 137, "iter": 1200, "lr": 0.00046, "memory": 4120, "data_time": 0.00046, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03352, "loss": 0.03352, "time": 0.21847} {"mode": "val", "epoch": 137, "iter": 533, "lr": 0.00046, "top1_acc": 0.94543, "top5_acc": 0.99683, "mean_class_accuracy": 0.92245} {"mode": "train", "epoch": 138, "iter": 100, "lr": 0.00046, "memory": 4120, "data_time": 0.20757, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0338, "loss": 0.0338, "time": 0.42417} {"mode": "train", "epoch": 138, "iter": 200, "lr": 0.00045, "memory": 4120, "data_time": 0.00052, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03353, "loss": 0.03353, "time": 0.21626} {"mode": "train", "epoch": 138, "iter": 300, "lr": 0.00044, "memory": 4120, "data_time": 0.0009, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03386, "loss": 0.03386, "time": 0.2197} {"mode": "train", "epoch": 138, "iter": 400, "lr": 0.00044, "memory": 4120, "data_time": 0.00068, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03353, "loss": 0.03353, "time": 0.21432} {"mode": "train", "epoch": 138, "iter": 500, "lr": 0.00043, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03527, "loss": 0.03527, "time": 0.21433} {"mode": "train", "epoch": 138, "iter": 600, "lr": 0.00043, "memory": 4120, "data_time": 0.00049, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03284, "loss": 0.03284, "time": 0.213} {"mode": "train", "epoch": 138, "iter": 700, "lr": 0.00042, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03651, "loss": 0.03651, "time": 0.21812} {"mode": "train", "epoch": 138, "iter": 800, "lr": 0.00042, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03582, "loss": 0.03582, "time": 0.21854} {"mode": "train", "epoch": 138, "iter": 900, "lr": 0.00041, "memory": 4120, "data_time": 0.00078, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03397, "loss": 0.03397, "time": 0.21899} {"mode": "train", "epoch": 138, "iter": 1000, "lr": 0.00041, "memory": 4120, "data_time": 0.0007, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03419, "loss": 0.03419, "time": 0.2185} {"mode": "train", "epoch": 138, "iter": 1100, "lr": 0.0004, "memory": 4120, "data_time": 0.0007, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03485, "loss": 0.03485, "time": 0.21934} {"mode": "train", "epoch": 138, "iter": 1200, "lr": 0.0004, "memory": 4120, "data_time": 0.00051, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03304, "loss": 0.03304, "time": 0.21779} {"mode": "val", "epoch": 138, "iter": 533, "lr": 0.00039, "top1_acc": 0.94484, "top5_acc": 0.99671, "mean_class_accuracy": 0.92354} {"mode": "train", "epoch": 139, "iter": 100, "lr": 0.00039, "memory": 4120, "data_time": 0.18895, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03511, "loss": 0.03511, "time": 0.40476} {"mode": "train", "epoch": 139, "iter": 200, "lr": 0.00038, "memory": 4120, "data_time": 0.00057, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03423, "loss": 0.03423, "time": 0.22022} {"mode": "train", "epoch": 139, "iter": 300, "lr": 0.00038, "memory": 4120, "data_time": 0.00072, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03316, "loss": 0.03316, "time": 0.21851} {"mode": "train", "epoch": 139, "iter": 400, "lr": 0.00037, "memory": 4120, "data_time": 0.00066, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03189, "loss": 0.03189, "time": 0.21878} {"mode": "train", "epoch": 139, "iter": 500, "lr": 0.00037, "memory": 4120, "data_time": 0.00091, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03427, "loss": 0.03427, "time": 0.2223} {"mode": "train", "epoch": 139, "iter": 600, "lr": 0.00036, "memory": 4120, "data_time": 0.00057, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03714, "loss": 0.03714, "time": 0.21682} {"mode": "train", "epoch": 139, "iter": 700, "lr": 0.00036, "memory": 4120, "data_time": 0.00061, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03371, "loss": 0.03371, "time": 0.21913} {"mode": "train", "epoch": 139, "iter": 800, "lr": 0.00035, "memory": 4120, "data_time": 0.00058, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03347, "loss": 0.03347, "time": 0.21684} {"mode": "train", "epoch": 139, "iter": 900, "lr": 0.00035, "memory": 4120, "data_time": 0.00069, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03453, "loss": 0.03453, "time": 0.21233} {"mode": "train", "epoch": 139, "iter": 1000, "lr": 0.00034, "memory": 4120, "data_time": 0.00065, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03428, "loss": 0.03428, "time": 0.21246} {"mode": "train", "epoch": 139, "iter": 1100, "lr": 0.00034, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03589, "loss": 0.03589, "time": 0.21164} {"mode": "train", "epoch": 139, "iter": 1200, "lr": 0.00033, "memory": 4120, "data_time": 0.00079, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03469, "loss": 0.03469, "time": 0.21886} {"mode": "val", "epoch": 139, "iter": 533, "lr": 0.00033, "top1_acc": 0.94355, "top5_acc": 0.99695, "mean_class_accuracy": 0.91877} {"mode": "train", "epoch": 140, "iter": 100, "lr": 0.00033, "memory": 4120, "data_time": 0.20681, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03382, "loss": 0.03382, "time": 0.42736} {"mode": "train", "epoch": 140, "iter": 200, "lr": 0.00032, "memory": 4120, "data_time": 0.00078, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03426, "loss": 0.03426, "time": 0.22026} {"mode": "train", "epoch": 140, "iter": 300, "lr": 0.00032, "memory": 4120, "data_time": 0.00056, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0343, "loss": 0.0343, "time": 0.21702} {"mode": "train", "epoch": 140, "iter": 400, "lr": 0.00031, "memory": 4120, "data_time": 0.00064, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03544, "loss": 0.03544, "time": 0.21067} {"mode": "train", "epoch": 140, "iter": 500, "lr": 0.00031, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03464, "loss": 0.03464, "time": 0.21238} {"mode": "train", "epoch": 140, "iter": 600, "lr": 0.0003, "memory": 4120, "data_time": 0.00034, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03285, "loss": 0.03285, "time": 0.2175} {"mode": "train", "epoch": 140, "iter": 700, "lr": 0.0003, "memory": 4120, "data_time": 0.00041, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03454, "loss": 0.03454, "time": 0.21839} {"mode": "train", "epoch": 140, "iter": 800, "lr": 0.00029, "memory": 4120, "data_time": 0.00049, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03413, "loss": 0.03413, "time": 0.21976} {"mode": "train", "epoch": 140, "iter": 900, "lr": 0.00029, "memory": 4120, "data_time": 0.00092, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0326, "loss": 0.0326, "time": 0.21785} {"mode": "train", "epoch": 140, "iter": 1000, "lr": 0.00029, "memory": 4120, "data_time": 0.00076, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0331, "loss": 0.0331, "time": 0.21761} {"mode": "train", "epoch": 140, "iter": 1100, "lr": 0.00028, "memory": 4120, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03229, "loss": 0.03229, "time": 0.21892} {"mode": "train", "epoch": 140, "iter": 1200, "lr": 0.00028, "memory": 4120, "data_time": 0.00066, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03405, "loss": 0.03405, "time": 0.21752} {"mode": "val", "epoch": 140, "iter": 533, "lr": 0.00027, "top1_acc": 0.94531, "top5_acc": 0.99648, "mean_class_accuracy": 0.92197} {"mode": "train", "epoch": 141, "iter": 100, "lr": 0.00027, "memory": 4120, "data_time": 0.19996, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03402, "loss": 0.03402, "time": 0.42642} {"mode": "train", "epoch": 141, "iter": 200, "lr": 0.00026, "memory": 4120, "data_time": 0.00047, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03257, "loss": 0.03257, "time": 0.22484} {"mode": "train", "epoch": 141, "iter": 300, "lr": 0.00026, "memory": 4120, "data_time": 0.0007, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03279, "loss": 0.03279, "time": 0.22432} {"mode": "train", "epoch": 141, "iter": 400, "lr": 0.00026, "memory": 4120, "data_time": 0.00044, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.035, "loss": 0.035, "time": 0.22805} {"mode": "train", "epoch": 141, "iter": 500, "lr": 0.00025, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03556, "loss": 0.03556, "time": 0.22475} {"mode": "train", "epoch": 141, "iter": 600, "lr": 0.00025, "memory": 4120, "data_time": 0.00057, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03308, "loss": 0.03308, "time": 0.22892} {"mode": "train", "epoch": 141, "iter": 700, "lr": 0.00024, "memory": 4120, "data_time": 0.00059, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03318, "loss": 0.03318, "time": 0.22777} {"mode": "train", "epoch": 141, "iter": 800, "lr": 0.00024, "memory": 4120, "data_time": 0.00074, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03376, "loss": 0.03376, "time": 0.21047} {"mode": "train", "epoch": 141, "iter": 900, "lr": 0.00024, "memory": 4120, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03315, "loss": 0.03315, "time": 0.20866} {"mode": "train", "epoch": 141, "iter": 1000, "lr": 0.00023, "memory": 4120, "data_time": 0.00046, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03414, "loss": 0.03414, "time": 0.21351} {"mode": "train", "epoch": 141, "iter": 1100, "lr": 0.00023, "memory": 4120, "data_time": 0.00041, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03287, "loss": 0.03287, "time": 0.2265} {"mode": "train", "epoch": 141, "iter": 1200, "lr": 0.00022, "memory": 4120, "data_time": 0.00038, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03395, "loss": 0.03395, "time": 0.22164} {"mode": "val", "epoch": 141, "iter": 533, "lr": 0.00022, "top1_acc": 0.94543, "top5_acc": 0.99695, "mean_class_accuracy": 0.92256} {"mode": "train", "epoch": 142, "iter": 100, "lr": 0.00022, "memory": 4120, "data_time": 0.20658, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03214, "loss": 0.03214, "time": 0.43602} {"mode": "train", "epoch": 142, "iter": 200, "lr": 0.00021, "memory": 4120, "data_time": 0.00066, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03282, "loss": 0.03282, "time": 0.22539} {"mode": "train", "epoch": 142, "iter": 300, "lr": 0.00021, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03492, "loss": 0.03492, "time": 0.21516} {"mode": "train", "epoch": 142, "iter": 400, "lr": 0.00021, "memory": 4120, "data_time": 0.00043, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03253, "loss": 0.03253, "time": 0.21263} {"mode": "train", "epoch": 142, "iter": 500, "lr": 0.0002, "memory": 4120, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03292, "loss": 0.03292, "time": 0.21413} {"mode": "train", "epoch": 142, "iter": 600, "lr": 0.0002, "memory": 4120, "data_time": 0.0007, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03343, "loss": 0.03343, "time": 0.22029} {"mode": "train", "epoch": 142, "iter": 700, "lr": 0.0002, "memory": 4120, "data_time": 0.00063, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03272, "loss": 0.03272, "time": 0.21906} {"mode": "train", "epoch": 142, "iter": 800, "lr": 0.00019, "memory": 4120, "data_time": 0.00044, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03238, "loss": 0.03238, "time": 0.22058} {"mode": "train", "epoch": 142, "iter": 900, "lr": 0.00019, "memory": 4120, "data_time": 0.00072, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03315, "loss": 0.03315, "time": 0.22142} {"mode": "train", "epoch": 142, "iter": 1000, "lr": 0.00018, "memory": 4120, "data_time": 0.00069, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03475, "loss": 0.03475, "time": 0.21979} {"mode": "train", "epoch": 142, "iter": 1100, "lr": 0.00018, "memory": 4120, "data_time": 0.00053, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03317, "loss": 0.03317, "time": 0.21836} {"mode": "train", "epoch": 142, "iter": 1200, "lr": 0.00018, "memory": 4120, "data_time": 0.00051, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03292, "loss": 0.03292, "time": 0.22029} {"mode": "val", "epoch": 142, "iter": 533, "lr": 0.00018, "top1_acc": 0.94719, "top5_acc": 0.99648, "mean_class_accuracy": 0.92546} {"mode": "train", "epoch": 143, "iter": 100, "lr": 0.00017, "memory": 4120, "data_time": 0.20236, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03382, "loss": 0.03382, "time": 0.42554} {"mode": "train", "epoch": 143, "iter": 200, "lr": 0.00017, "memory": 4120, "data_time": 0.00063, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03291, "loss": 0.03291, "time": 0.22301} {"mode": "train", "epoch": 143, "iter": 300, "lr": 0.00017, "memory": 4120, "data_time": 0.00096, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03495, "loss": 0.03495, "time": 0.22153} {"mode": "train", "epoch": 143, "iter": 400, "lr": 0.00016, "memory": 4120, "data_time": 0.00048, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03262, "loss": 0.03262, "time": 0.21911} {"mode": "train", "epoch": 143, "iter": 500, "lr": 0.00016, "memory": 4120, "data_time": 0.00048, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03403, "loss": 0.03403, "time": 0.21727} {"mode": "train", "epoch": 143, "iter": 600, "lr": 0.00016, "memory": 4120, "data_time": 0.00089, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03271, "loss": 0.03271, "time": 0.21908} {"mode": "train", "epoch": 143, "iter": 700, "lr": 0.00015, "memory": 4120, "data_time": 0.00034, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03325, "loss": 0.03325, "time": 0.21559} {"mode": "train", "epoch": 143, "iter": 800, "lr": 0.00015, "memory": 4120, "data_time": 0.00133, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03375, "loss": 0.03375, "time": 0.21717} {"mode": "train", "epoch": 143, "iter": 900, "lr": 0.00015, "memory": 4120, "data_time": 0.00054, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03158, "loss": 0.03158, "time": 0.21167} {"mode": "train", "epoch": 143, "iter": 1000, "lr": 0.00014, "memory": 4120, "data_time": 0.00036, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03427, "loss": 0.03427, "time": 0.21292} {"mode": "train", "epoch": 143, "iter": 1100, "lr": 0.00014, "memory": 4120, "data_time": 0.00059, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03369, "loss": 0.03369, "time": 0.21975} {"mode": "train", "epoch": 143, "iter": 1200, "lr": 0.00014, "memory": 4120, "data_time": 0.00047, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03463, "loss": 0.03463, "time": 0.21797} {"mode": "val", "epoch": 143, "iter": 533, "lr": 0.00013, "top1_acc": 0.94496, "top5_acc": 0.99648, "mean_class_accuracy": 0.922} {"mode": "train", "epoch": 144, "iter": 100, "lr": 0.00013, "memory": 4120, "data_time": 0.20616, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03395, "loss": 0.03395, "time": 0.43314} {"mode": "train", "epoch": 144, "iter": 200, "lr": 0.00013, "memory": 4120, "data_time": 0.00077, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03374, "loss": 0.03374, "time": 0.21819} {"mode": "train", "epoch": 144, "iter": 300, "lr": 0.00013, "memory": 4120, "data_time": 0.00069, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03355, "loss": 0.03355, "time": 0.21221} {"mode": "train", "epoch": 144, "iter": 400, "lr": 0.00012, "memory": 4120, "data_time": 0.00041, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03356, "loss": 0.03356, "time": 0.21219} {"mode": "train", "epoch": 144, "iter": 500, "lr": 0.00012, "memory": 4120, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03223, "loss": 0.03223, "time": 0.21907} {"mode": "train", "epoch": 144, "iter": 600, "lr": 0.00012, "memory": 4120, "data_time": 0.00051, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03218, "loss": 0.03218, "time": 0.2209} {"mode": "train", "epoch": 144, "iter": 700, "lr": 0.00011, "memory": 4120, "data_time": 0.00045, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03353, "loss": 0.03353, "time": 0.21885} {"mode": "train", "epoch": 144, "iter": 800, "lr": 0.00011, "memory": 4120, "data_time": 0.00056, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03251, "loss": 0.03251, "time": 0.21623} {"mode": "train", "epoch": 144, "iter": 900, "lr": 0.00011, "memory": 4120, "data_time": 0.00047, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03336, "loss": 0.03336, "time": 0.22225} {"mode": "train", "epoch": 144, "iter": 1000, "lr": 0.00011, "memory": 4120, "data_time": 0.00106, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03254, "loss": 0.03254, "time": 0.22073} {"mode": "train", "epoch": 144, "iter": 1100, "lr": 0.0001, "memory": 4120, "data_time": 0.00059, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03276, "loss": 0.03276, "time": 0.21902} {"mode": "train", "epoch": 144, "iter": 1200, "lr": 0.0001, "memory": 4120, "data_time": 0.00068, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03379, "loss": 0.03379, "time": 0.21925} {"mode": "val", "epoch": 144, "iter": 533, "lr": 0.0001, "top1_acc": 0.94566, "top5_acc": 0.99671, "mean_class_accuracy": 0.92337} {"mode": "train", "epoch": 145, "iter": 100, "lr": 0.0001, "memory": 4120, "data_time": 0.2043, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03302, "loss": 0.03302, "time": 0.4246} {"mode": "train", "epoch": 145, "iter": 200, "lr": 9e-05, "memory": 4120, "data_time": 0.00041, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03375, "loss": 0.03375, "time": 0.21784} {"mode": "train", "epoch": 145, "iter": 300, "lr": 9e-05, "memory": 4120, "data_time": 0.00054, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03288, "loss": 0.03288, "time": 0.21578} {"mode": "train", "epoch": 145, "iter": 400, "lr": 9e-05, "memory": 4120, "data_time": 0.00074, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03391, "loss": 0.03391, "time": 0.21943} {"mode": "train", "epoch": 145, "iter": 500, "lr": 9e-05, "memory": 4120, "data_time": 0.00069, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03285, "loss": 0.03285, "time": 0.21851} {"mode": "train", "epoch": 145, "iter": 600, "lr": 8e-05, "memory": 4120, "data_time": 0.00085, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03263, "loss": 0.03263, "time": 0.21913} {"mode": "train", "epoch": 145, "iter": 700, "lr": 8e-05, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03308, "loss": 0.03308, "time": 0.21404} {"mode": "train", "epoch": 145, "iter": 800, "lr": 8e-05, "memory": 4120, "data_time": 0.00048, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03285, "loss": 0.03285, "time": 0.2129} {"mode": "train", "epoch": 145, "iter": 900, "lr": 8e-05, "memory": 4120, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03261, "loss": 0.03261, "time": 0.21187} {"mode": "train", "epoch": 145, "iter": 1000, "lr": 7e-05, "memory": 4120, "data_time": 0.00059, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03427, "loss": 0.03427, "time": 0.22088} {"mode": "train", "epoch": 145, "iter": 1100, "lr": 7e-05, "memory": 4120, "data_time": 0.00059, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03315, "loss": 0.03315, "time": 0.21959} {"mode": "train", "epoch": 145, "iter": 1200, "lr": 7e-05, "memory": 4120, "data_time": 0.00076, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03601, "loss": 0.03601, "time": 0.22089} {"mode": "val", "epoch": 145, "iter": 533, "lr": 7e-05, "top1_acc": 0.94566, "top5_acc": 0.99636, "mean_class_accuracy": 0.924} {"mode": "train", "epoch": 146, "iter": 100, "lr": 7e-05, "memory": 4120, "data_time": 0.20217, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03249, "loss": 0.03249, "time": 0.42025} {"mode": "train", "epoch": 146, "iter": 200, "lr": 6e-05, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03455, "loss": 0.03455, "time": 0.21298} {"mode": "train", "epoch": 146, "iter": 300, "lr": 6e-05, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03635, "loss": 0.03635, "time": 0.21246} {"mode": "train", "epoch": 146, "iter": 400, "lr": 6e-05, "memory": 4120, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03296, "loss": 0.03296, "time": 0.21562} {"mode": "train", "epoch": 146, "iter": 500, "lr": 6e-05, "memory": 4120, "data_time": 0.00052, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03335, "loss": 0.03335, "time": 0.21629} {"mode": "train", "epoch": 146, "iter": 600, "lr": 6e-05, "memory": 4120, "data_time": 0.00069, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03306, "loss": 0.03306, "time": 0.22046} {"mode": "train", "epoch": 146, "iter": 700, "lr": 5e-05, "memory": 4120, "data_time": 0.00073, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03641, "loss": 0.03641, "time": 0.21759} {"mode": "train", "epoch": 146, "iter": 800, "lr": 5e-05, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03394, "loss": 0.03394, "time": 0.21921} {"mode": "train", "epoch": 146, "iter": 900, "lr": 5e-05, "memory": 4120, "data_time": 0.00083, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03291, "loss": 0.03291, "time": 0.21815} {"mode": "train", "epoch": 146, "iter": 1000, "lr": 5e-05, "memory": 4120, "data_time": 0.00066, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03387, "loss": 0.03387, "time": 0.21956} {"mode": "train", "epoch": 146, "iter": 1100, "lr": 5e-05, "memory": 4120, "data_time": 0.00071, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03281, "loss": 0.03281, "time": 0.2168} {"mode": "train", "epoch": 146, "iter": 1200, "lr": 5e-05, "memory": 4120, "data_time": 0.00069, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03196, "loss": 0.03196, "time": 0.21413} {"mode": "val", "epoch": 146, "iter": 533, "lr": 4e-05, "top1_acc": 0.94637, "top5_acc": 0.99707, "mean_class_accuracy": 0.92436} {"mode": "train", "epoch": 147, "iter": 100, "lr": 4e-05, "memory": 4120, "data_time": 0.20502, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03304, "loss": 0.03304, "time": 0.42528} {"mode": "train", "epoch": 147, "iter": 200, "lr": 4e-05, "memory": 4120, "data_time": 0.00043, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03234, "loss": 0.03234, "time": 0.21743} {"mode": "train", "epoch": 147, "iter": 300, "lr": 4e-05, "memory": 4120, "data_time": 0.00041, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03414, "loss": 0.03414, "time": 0.21801} {"mode": "train", "epoch": 147, "iter": 400, "lr": 4e-05, "memory": 4120, "data_time": 0.00032, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03466, "loss": 0.03466, "time": 0.21516} {"mode": "train", "epoch": 147, "iter": 500, "lr": 4e-05, "memory": 4120, "data_time": 0.00048, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03314, "loss": 0.03314, "time": 0.21909} {"mode": "train", "epoch": 147, "iter": 600, "lr": 3e-05, "memory": 4120, "data_time": 0.00044, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03282, "loss": 0.03282, "time": 0.21266} {"mode": "train", "epoch": 147, "iter": 700, "lr": 3e-05, "memory": 4120, "data_time": 0.00069, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03425, "loss": 0.03425, "time": 0.21334} {"mode": "train", "epoch": 147, "iter": 800, "lr": 3e-05, "memory": 4120, "data_time": 0.00049, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03417, "loss": 0.03417, "time": 0.21332} {"mode": "train", "epoch": 147, "iter": 900, "lr": 3e-05, "memory": 4120, "data_time": 0.00053, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03359, "loss": 0.03359, "time": 0.21872} {"mode": "train", "epoch": 147, "iter": 1000, "lr": 3e-05, "memory": 4120, "data_time": 0.00049, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03312, "loss": 0.03312, "time": 0.2204} {"mode": "train", "epoch": 147, "iter": 1100, "lr": 3e-05, "memory": 4120, "data_time": 0.00055, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03408, "loss": 0.03408, "time": 0.22008} {"mode": "train", "epoch": 147, "iter": 1200, "lr": 3e-05, "memory": 4120, "data_time": 0.00063, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03225, "loss": 0.03225, "time": 0.22008} {"mode": "val", "epoch": 147, "iter": 533, "lr": 2e-05, "top1_acc": 0.94789, "top5_acc": 0.9973, "mean_class_accuracy": 0.92726} {"mode": "train", "epoch": 148, "iter": 100, "lr": 2e-05, "memory": 4120, "data_time": 0.19444, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0329, "loss": 0.0329, "time": 0.40744} {"mode": "train", "epoch": 148, "iter": 200, "lr": 2e-05, "memory": 4120, "data_time": 0.00067, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0341, "loss": 0.0341, "time": 0.21608} {"mode": "train", "epoch": 148, "iter": 300, "lr": 2e-05, "memory": 4120, "data_time": 0.00053, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03337, "loss": 0.03337, "time": 0.21576} {"mode": "train", "epoch": 148, "iter": 400, "lr": 2e-05, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03304, "loss": 0.03304, "time": 0.21906} {"mode": "train", "epoch": 148, "iter": 500, "lr": 2e-05, "memory": 4120, "data_time": 0.00086, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03331, "loss": 0.03331, "time": 0.21949} {"mode": "train", "epoch": 148, "iter": 600, "lr": 2e-05, "memory": 4120, "data_time": 0.00063, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03258, "loss": 0.03258, "time": 0.22025} {"mode": "train", "epoch": 148, "iter": 700, "lr": 2e-05, "memory": 4120, "data_time": 0.00088, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03376, "loss": 0.03376, "time": 0.22046} {"mode": "train", "epoch": 148, "iter": 800, "lr": 2e-05, "memory": 4120, "data_time": 0.00042, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03608, "loss": 0.03608, "time": 0.21907} {"mode": "train", "epoch": 148, "iter": 900, "lr": 1e-05, "memory": 4120, "data_time": 0.00068, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03138, "loss": 0.03138, "time": 0.21825} {"mode": "train", "epoch": 148, "iter": 1000, "lr": 1e-05, "memory": 4120, "data_time": 0.00075, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03252, "loss": 0.03252, "time": 0.21844} {"mode": "train", "epoch": 148, "iter": 1100, "lr": 1e-05, "memory": 4120, "data_time": 0.0004, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03302, "loss": 0.03302, "time": 0.21376} {"mode": "train", "epoch": 148, "iter": 1200, "lr": 1e-05, "memory": 4120, "data_time": 0.00058, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03357, "loss": 0.03357, "time": 0.21197} {"mode": "val", "epoch": 148, "iter": 533, "lr": 1e-05, "top1_acc": 0.94684, "top5_acc": 0.99671, "mean_class_accuracy": 0.92525} {"mode": "train", "epoch": 149, "iter": 100, "lr": 1e-05, "memory": 4120, "data_time": 0.20137, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03312, "loss": 0.03312, "time": 0.42058} {"mode": "train", "epoch": 149, "iter": 200, "lr": 1e-05, "memory": 4120, "data_time": 0.00056, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0327, "loss": 0.0327, "time": 0.21927} {"mode": "train", "epoch": 149, "iter": 300, "lr": 1e-05, "memory": 4120, "data_time": 0.00072, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03237, "loss": 0.03237, "time": 0.22195} {"mode": "train", "epoch": 149, "iter": 400, "lr": 1e-05, "memory": 4120, "data_time": 0.00103, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03296, "loss": 0.03296, "time": 0.2178} {"mode": "train", "epoch": 149, "iter": 500, "lr": 1e-05, "memory": 4120, "data_time": 0.00063, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03599, "loss": 0.03599, "time": 0.21663} {"mode": "train", "epoch": 149, "iter": 600, "lr": 1e-05, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03342, "loss": 0.03342, "time": 0.21214} {"mode": "train", "epoch": 149, "iter": 700, "lr": 1e-05, "memory": 4120, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03272, "loss": 0.03272, "time": 0.21311} {"mode": "train", "epoch": 149, "iter": 800, "lr": 1e-05, "memory": 4120, "data_time": 0.00063, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0318, "loss": 0.0318, "time": 0.21934} {"mode": "train", "epoch": 149, "iter": 900, "lr": 0.0, "memory": 4120, "data_time": 0.00055, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03535, "loss": 0.03535, "time": 0.21766} {"mode": "train", "epoch": 149, "iter": 1000, "lr": 0.0, "memory": 4120, "data_time": 0.00062, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03316, "loss": 0.03316, "time": 0.21884} {"mode": "train", "epoch": 149, "iter": 1100, "lr": 0.0, "memory": 4120, "data_time": 0.00061, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03249, "loss": 0.03249, "time": 0.21717} {"mode": "train", "epoch": 149, "iter": 1200, "lr": 0.0, "memory": 4120, "data_time": 0.00043, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03379, "loss": 0.03379, "time": 0.21963} {"mode": "val", "epoch": 149, "iter": 533, "lr": 0.0, "top1_acc": 0.94484, "top5_acc": 0.99613, "mean_class_accuracy": 0.92224} {"mode": "train", "epoch": 150, "iter": 100, "lr": 0.0, "memory": 4120, "data_time": 0.18827, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03341, "loss": 0.03341, "time": 0.40295} {"mode": "train", "epoch": 150, "iter": 200, "lr": 0.0, "memory": 4120, "data_time": 0.00034, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03567, "loss": 0.03567, "time": 0.22068} {"mode": "train", "epoch": 150, "iter": 300, "lr": 0.0, "memory": 4120, "data_time": 0.00067, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03309, "loss": 0.03309, "time": 0.22163} {"mode": "train", "epoch": 150, "iter": 400, "lr": 0.0, "memory": 4120, "data_time": 0.00043, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03404, "loss": 0.03404, "time": 0.21869} {"mode": "train", "epoch": 150, "iter": 500, "lr": 0.0, "memory": 4120, "data_time": 0.00039, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03263, "loss": 0.03263, "time": 0.21622} {"mode": "train", "epoch": 150, "iter": 600, "lr": 0.0, "memory": 4120, "data_time": 0.00041, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03148, "loss": 0.03148, "time": 0.21956} {"mode": "train", "epoch": 150, "iter": 700, "lr": 0.0, "memory": 4120, "data_time": 0.00065, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03497, "loss": 0.03497, "time": 0.21839} {"mode": "train", "epoch": 150, "iter": 800, "lr": 0.0, "memory": 4120, "data_time": 0.00058, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03397, "loss": 0.03397, "time": 0.21698} {"mode": "train", "epoch": 150, "iter": 900, "lr": 0.0, "memory": 4120, "data_time": 0.00058, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0323, "loss": 0.0323, "time": 0.22099} {"mode": "train", "epoch": 150, "iter": 1000, "lr": 0.0, "memory": 4120, "data_time": 0.00039, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03333, "loss": 0.03333, "time": 0.21507} {"mode": "train", "epoch": 150, "iter": 1100, "lr": 0.0, "memory": 4120, "data_time": 0.00058, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03407, "loss": 0.03407, "time": 0.21064} {"mode": "train", "epoch": 150, "iter": 1200, "lr": 0.0, "memory": 4120, "data_time": 0.00035, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03515, "loss": 0.03515, "time": 0.21273} {"mode": "val", "epoch": 150, "iter": 533, "lr": 0.0, "top1_acc": 0.94625, "top5_acc": 0.99671, "mean_class_accuracy": 0.92316}