Invalid JSON: Unexpected non-whitespace character after JSONat line 2, column 1
| {"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-11.7\nNVCC: Cuda compilation tools, release 11.7, V11.7.64\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": 2014598172, "config_name": "j_2.py", "work_dir": "j_2", "hook_msgs": {}} | |
| {"mode": "train", "epoch": 1, "iter": 100, "lr": 0.025, "memory": 4082, "data_time": 0.18134, "top1_acc": 0.06562, "top5_acc": 0.21812, "loss_cls": 4.57497, "loss": 4.57497, "time": 0.40052} | |
| {"mode": "train", "epoch": 1, "iter": 200, "lr": 0.025, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.0775, "top5_acc": 0.28562, "loss_cls": 4.68533, "loss": 4.68533, "time": 0.2226} | |
| {"mode": "train", "epoch": 1, "iter": 300, "lr": 0.025, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.07938, "top5_acc": 0.30875, "loss_cls": 4.57493, "loss": 4.57493, "time": 0.21878} | |
| {"mode": "train", "epoch": 1, "iter": 400, "lr": 0.025, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.10625, "top5_acc": 0.33, "loss_cls": 4.37572, "loss": 4.37572, "time": 0.21897} | |
| {"mode": "train", "epoch": 1, "iter": 500, "lr": 0.025, "memory": 4082, "data_time": 0.00032, "top1_acc": 0.10688, "top5_acc": 0.40812, "loss_cls": 4.18371, "loss": 4.18371, "time": 0.21933} | |
| {"mode": "train", "epoch": 1, "iter": 600, "lr": 0.025, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.1575, "top5_acc": 0.48688, "loss_cls": 3.8831, "loss": 3.8831, "time": 0.21565} | |
| {"mode": "train", "epoch": 1, "iter": 700, "lr": 0.025, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.1975, "top5_acc": 0.52812, "loss_cls": 3.67753, "loss": 3.67753, "time": 0.21661} | |
| {"mode": "train", "epoch": 1, "iter": 800, "lr": 0.025, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.25, "top5_acc": 0.59062, "loss_cls": 3.44788, "loss": 3.44788, "time": 0.21592} | |
| {"mode": "train", "epoch": 1, "iter": 900, "lr": 0.025, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.26375, "top5_acc": 0.65062, "loss_cls": 3.22254, "loss": 3.22254, "time": 0.21619} | |
| {"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.025, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.3, "top5_acc": 0.6825, "loss_cls": 3.04043, "loss": 3.04043, "time": 0.21804} | |
| {"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.025, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.33312, "top5_acc": 0.73, "loss_cls": 2.87715, "loss": 2.87715, "time": 0.21382} | |
| {"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.025, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.35188, "top5_acc": 0.73312, "loss_cls": 2.8156, "loss": 2.8156, "time": 0.21529} | |
| {"mode": "val", "epoch": 1, "iter": 533, "lr": 0.025, "top1_acc": 0.37331, "top5_acc": 0.75566, "mean_class_accuracy": 0.1867} | |
| {"mode": "train", "epoch": 2, "iter": 100, "lr": 0.025, "memory": 4082, "data_time": 0.1855, "top1_acc": 0.40375, "top5_acc": 0.8, "loss_cls": 2.58594, "loss": 2.58594, "time": 0.40073} | |
| {"mode": "train", "epoch": 2, "iter": 200, "lr": 0.025, "memory": 4082, "data_time": 0.00042, "top1_acc": 0.39312, "top5_acc": 0.79812, "loss_cls": 2.54369, "loss": 2.54369, "time": 0.21638} | |
| {"mode": "train", "epoch": 2, "iter": 300, "lr": 0.025, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.41688, "top5_acc": 0.79812, "loss_cls": 2.45318, "loss": 2.45318, "time": 0.21612} | |
| {"mode": "train", "epoch": 2, "iter": 400, "lr": 0.025, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.4325, "top5_acc": 0.81688, "loss_cls": 2.35284, "loss": 2.35284, "time": 0.21458} | |
| {"mode": "train", "epoch": 2, "iter": 500, "lr": 0.02499, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.44125, "top5_acc": 0.8175, "loss_cls": 2.38149, "loss": 2.38149, "time": 0.2179} | |
| {"mode": "train", "epoch": 2, "iter": 600, "lr": 0.02499, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.46875, "top5_acc": 0.84438, "loss_cls": 2.21465, "loss": 2.21465, "time": 0.21759} | |
| {"mode": "train", "epoch": 2, "iter": 700, "lr": 0.02499, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.46812, "top5_acc": 0.83875, "loss_cls": 2.23439, "loss": 2.23439, "time": 0.21767} | |
| {"mode": "train", "epoch": 2, "iter": 800, "lr": 0.02499, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.47375, "top5_acc": 0.85, "loss_cls": 2.16497, "loss": 2.16497, "time": 0.21388} | |
| {"mode": "train", "epoch": 2, "iter": 900, "lr": 0.02499, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.4875, "top5_acc": 0.875, "loss_cls": 2.078, "loss": 2.078, "time": 0.2139} | |
| {"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.02499, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.49625, "top5_acc": 0.87438, "loss_cls": 2.06077, "loss": 2.06077, "time": 0.21527} | |
| {"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.02499, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.49, "top5_acc": 0.8775, "loss_cls": 1.96498, "loss": 1.96498, "time": 0.21292} | |
| {"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.02499, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.50625, "top5_acc": 0.88062, "loss_cls": 1.97284, "loss": 1.97284, "time": 0.21586} | |
| {"mode": "val", "epoch": 2, "iter": 533, "lr": 0.02499, "top1_acc": 0.50358, "top5_acc": 0.88522, "mean_class_accuracy": 0.30125} | |
| {"mode": "train", "epoch": 3, "iter": 100, "lr": 0.02499, "memory": 4082, "data_time": 0.18385, "top1_acc": 0.52438, "top5_acc": 0.90812, "loss_cls": 1.89934, "loss": 1.89934, "time": 0.39919} | |
| {"mode": "train", "epoch": 3, "iter": 200, "lr": 0.02499, "memory": 4082, "data_time": 0.00045, "top1_acc": 0.54188, "top5_acc": 0.90688, "loss_cls": 1.84807, "loss": 1.84807, "time": 0.21647} | |
| {"mode": "train", "epoch": 3, "iter": 300, "lr": 0.02499, "memory": 4082, "data_time": 0.0004, "top1_acc": 0.55375, "top5_acc": 0.91438, "loss_cls": 1.79681, "loss": 1.79681, "time": 0.21622} | |
| {"mode": "train", "epoch": 3, "iter": 400, "lr": 0.02499, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.54625, "top5_acc": 0.91375, "loss_cls": 1.79331, "loss": 1.79331, "time": 0.21392} | |
| {"mode": "train", "epoch": 3, "iter": 500, "lr": 0.02498, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.54875, "top5_acc": 0.91562, "loss_cls": 1.75714, "loss": 1.75714, "time": 0.21528} | |
| {"mode": "train", "epoch": 3, "iter": 600, "lr": 0.02498, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.56688, "top5_acc": 0.92875, "loss_cls": 1.72854, "loss": 1.72854, "time": 0.2142} | |
| {"mode": "train", "epoch": 3, "iter": 700, "lr": 0.02498, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.5375, "top5_acc": 0.91312, "loss_cls": 1.84089, "loss": 1.84089, "time": 0.21472} | |
| {"mode": "train", "epoch": 3, "iter": 800, "lr": 0.02498, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.55375, "top5_acc": 0.92688, "loss_cls": 1.73422, "loss": 1.73422, "time": 0.21563} | |
| {"mode": "train", "epoch": 3, "iter": 900, "lr": 0.02498, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.57125, "top5_acc": 0.91375, "loss_cls": 1.74645, "loss": 1.74645, "time": 0.21352} | |
| {"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.02498, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.5675, "top5_acc": 0.93312, "loss_cls": 1.67501, "loss": 1.67501, "time": 0.21632} | |
| {"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.02498, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.56688, "top5_acc": 0.92062, "loss_cls": 1.70882, "loss": 1.70882, "time": 0.21319} | |
| {"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.02498, "memory": 4082, "data_time": 0.00035, "top1_acc": 0.58875, "top5_acc": 0.92562, "loss_cls": 1.67028, "loss": 1.67028, "time": 0.21546} | |
| {"mode": "val", "epoch": 3, "iter": 533, "lr": 0.02498, "top1_acc": 0.60369, "top5_acc": 0.94414, "mean_class_accuracy": 0.40936} | |
| {"mode": "train", "epoch": 4, "iter": 100, "lr": 0.02497, "memory": 4082, "data_time": 0.18729, "top1_acc": 0.61187, "top5_acc": 0.95, "loss_cls": 1.51087, "loss": 1.51087, "time": 0.40514} | |
| {"mode": "train", "epoch": 4, "iter": 200, "lr": 0.02497, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.59812, "top5_acc": 0.94938, "loss_cls": 1.58698, "loss": 1.58698, "time": 0.21543} | |
| {"mode": "train", "epoch": 4, "iter": 300, "lr": 0.02497, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.60188, "top5_acc": 0.94375, "loss_cls": 1.57311, "loss": 1.57311, "time": 0.2143} | |
| {"mode": "train", "epoch": 4, "iter": 400, "lr": 0.02497, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.60125, "top5_acc": 0.9425, "loss_cls": 1.55563, "loss": 1.55563, "time": 0.21412} | |
| {"mode": "train", "epoch": 4, "iter": 500, "lr": 0.02497, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.61, "top5_acc": 0.94688, "loss_cls": 1.53083, "loss": 1.53083, "time": 0.21558} | |
| {"mode": "train", "epoch": 4, "iter": 600, "lr": 0.02497, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.60938, "top5_acc": 0.93562, "loss_cls": 1.57189, "loss": 1.57189, "time": 0.21341} | |
| {"mode": "train", "epoch": 4, "iter": 700, "lr": 0.02497, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.6125, "top5_acc": 0.95062, "loss_cls": 1.53097, "loss": 1.53097, "time": 0.21449} | |
| {"mode": "train", "epoch": 4, "iter": 800, "lr": 0.02496, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.63438, "top5_acc": 0.94188, "loss_cls": 1.50948, "loss": 1.50948, "time": 0.21571} | |
| {"mode": "train", "epoch": 4, "iter": 900, "lr": 0.02496, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.60438, "top5_acc": 0.94375, "loss_cls": 1.57869, "loss": 1.57869, "time": 0.21624} | |
| {"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.02496, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.6125, "top5_acc": 0.93938, "loss_cls": 1.5489, "loss": 1.5489, "time": 0.21873} | |
| {"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.02496, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.61687, "top5_acc": 0.95188, "loss_cls": 1.48599, "loss": 1.48599, "time": 0.21453} | |
| {"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.02496, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.62875, "top5_acc": 0.95562, "loss_cls": 1.47851, "loss": 1.47851, "time": 0.2151} | |
| {"mode": "val", "epoch": 4, "iter": 533, "lr": 0.02496, "top1_acc": 0.61906, "top5_acc": 0.9466, "mean_class_accuracy": 0.47399} | |
| {"mode": "train", "epoch": 5, "iter": 100, "lr": 0.02495, "memory": 4082, "data_time": 0.18396, "top1_acc": 0.65625, "top5_acc": 0.96, "loss_cls": 1.39525, "loss": 1.39525, "time": 0.39924} | |
| {"mode": "train", "epoch": 5, "iter": 200, "lr": 0.02495, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.65875, "top5_acc": 0.9525, "loss_cls": 1.37038, "loss": 1.37038, "time": 0.21463} | |
| {"mode": "train", "epoch": 5, "iter": 300, "lr": 0.02495, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.6375, "top5_acc": 0.95938, "loss_cls": 1.42422, "loss": 1.42422, "time": 0.21806} | |
| {"mode": "train", "epoch": 5, "iter": 400, "lr": 0.02495, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.65688, "top5_acc": 0.95438, "loss_cls": 1.41767, "loss": 1.41767, "time": 0.21525} | |
| {"mode": "train", "epoch": 5, "iter": 500, "lr": 0.02495, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.68125, "top5_acc": 0.9525, "loss_cls": 1.35429, "loss": 1.35429, "time": 0.21517} | |
| {"mode": "train", "epoch": 5, "iter": 600, "lr": 0.02495, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.64438, "top5_acc": 0.94938, "loss_cls": 1.42496, "loss": 1.42496, "time": 0.21544} | |
| {"mode": "train", "epoch": 5, "iter": 700, "lr": 0.02494, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.66188, "top5_acc": 0.9625, "loss_cls": 1.34974, "loss": 1.34974, "time": 0.21487} | |
| {"mode": "train", "epoch": 5, "iter": 800, "lr": 0.02494, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.65875, "top5_acc": 0.96625, "loss_cls": 1.3757, "loss": 1.3757, "time": 0.21391} | |
| {"mode": "train", "epoch": 5, "iter": 900, "lr": 0.02494, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.68062, "top5_acc": 0.965, "loss_cls": 1.32884, "loss": 1.32884, "time": 0.21425} | |
| {"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.02494, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.675, "top5_acc": 0.95688, "loss_cls": 1.33581, "loss": 1.33581, "time": 0.21735} | |
| {"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.02494, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.66125, "top5_acc": 0.95438, "loss_cls": 1.36688, "loss": 1.36688, "time": 0.21643} | |
| {"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.02493, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.67625, "top5_acc": 0.95875, "loss_cls": 1.34298, "loss": 1.34298, "time": 0.21833} | |
| {"mode": "val", "epoch": 5, "iter": 533, "lr": 0.02493, "top1_acc": 0.62798, "top5_acc": 0.93792, "mean_class_accuracy": 0.49351} | |
| {"mode": "train", "epoch": 6, "iter": 100, "lr": 0.02493, "memory": 4082, "data_time": 0.18479, "top1_acc": 0.68688, "top5_acc": 0.96188, "loss_cls": 1.27527, "loss": 1.27527, "time": 0.40147} | |
| {"mode": "train", "epoch": 6, "iter": 200, "lr": 0.02493, "memory": 4082, "data_time": 0.00048, "top1_acc": 0.68312, "top5_acc": 0.97312, "loss_cls": 1.24387, "loss": 1.24387, "time": 0.21835} | |
| {"mode": "train", "epoch": 6, "iter": 300, "lr": 0.02492, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.66188, "top5_acc": 0.95875, "loss_cls": 1.34721, "loss": 1.34721, "time": 0.21978} | |
| {"mode": "train", "epoch": 6, "iter": 400, "lr": 0.02492, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.68875, "top5_acc": 0.96188, "loss_cls": 1.23604, "loss": 1.23604, "time": 0.2191} | |
| {"mode": "train", "epoch": 6, "iter": 500, "lr": 0.02492, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.69312, "top5_acc": 0.95562, "loss_cls": 1.23006, "loss": 1.23006, "time": 0.21574} | |
| {"mode": "train", "epoch": 6, "iter": 600, "lr": 0.02492, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.67438, "top5_acc": 0.96, "loss_cls": 1.32366, "loss": 1.32366, "time": 0.21788} | |
| {"mode": "train", "epoch": 6, "iter": 700, "lr": 0.02492, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.6825, "top5_acc": 0.96312, "loss_cls": 1.31879, "loss": 1.31879, "time": 0.21826} | |
| {"mode": "train", "epoch": 6, "iter": 800, "lr": 0.02491, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.70062, "top5_acc": 0.97188, "loss_cls": 1.20477, "loss": 1.20477, "time": 0.21991} | |
| {"mode": "train", "epoch": 6, "iter": 900, "lr": 0.02491, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.70062, "top5_acc": 0.96938, "loss_cls": 1.21655, "loss": 1.21655, "time": 0.21895} | |
| {"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.02491, "memory": 4082, "data_time": 0.00038, "top1_acc": 0.68125, "top5_acc": 0.96375, "loss_cls": 1.2799, "loss": 1.2799, "time": 0.2181} | |
| {"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.02491, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.70188, "top5_acc": 0.9725, "loss_cls": 1.2031, "loss": 1.2031, "time": 0.21756} | |
| {"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.0249, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.70812, "top5_acc": 0.975, "loss_cls": 1.16445, "loss": 1.16445, "time": 0.21908} | |
| {"mode": "val", "epoch": 6, "iter": 533, "lr": 0.0249, "top1_acc": 0.68713, "top5_acc": 0.97113, "mean_class_accuracy": 0.53681} | |
| {"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0249, "memory": 4082, "data_time": 0.18688, "top1_acc": 0.70312, "top5_acc": 0.96938, "loss_cls": 1.20336, "loss": 1.20336, "time": 0.40518} | |
| {"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0249, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.72062, "top5_acc": 0.97, "loss_cls": 1.14967, "loss": 1.14967, "time": 0.21735} | |
| {"mode": "train", "epoch": 7, "iter": 300, "lr": 0.02489, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.71062, "top5_acc": 0.96625, "loss_cls": 1.20109, "loss": 1.20109, "time": 0.21719} | |
| {"mode": "train", "epoch": 7, "iter": 400, "lr": 0.02489, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.69875, "top5_acc": 0.96875, "loss_cls": 1.22645, "loss": 1.22645, "time": 0.21901} | |
| {"mode": "train", "epoch": 7, "iter": 500, "lr": 0.02489, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.705, "top5_acc": 0.97188, "loss_cls": 1.20326, "loss": 1.20326, "time": 0.21946} | |
| {"mode": "train", "epoch": 7, "iter": 600, "lr": 0.02489, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.69875, "top5_acc": 0.975, "loss_cls": 1.19654, "loss": 1.19654, "time": 0.21655} | |
| {"mode": "train", "epoch": 7, "iter": 700, "lr": 0.02488, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.72562, "top5_acc": 0.96438, "loss_cls": 1.17492, "loss": 1.17492, "time": 0.21824} | |
| {"mode": "train", "epoch": 7, "iter": 800, "lr": 0.02488, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.70125, "top5_acc": 0.96875, "loss_cls": 1.1902, "loss": 1.1902, "time": 0.21793} | |
| {"mode": "train", "epoch": 7, "iter": 900, "lr": 0.02488, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.715, "top5_acc": 0.96438, "loss_cls": 1.20159, "loss": 1.20159, "time": 0.21706} | |
| {"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.02487, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.71938, "top5_acc": 0.97375, "loss_cls": 1.16552, "loss": 1.16552, "time": 0.21618} | |
| {"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.02487, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.73625, "top5_acc": 0.97875, "loss_cls": 1.10955, "loss": 1.10955, "time": 0.21689} | |
| {"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.02487, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.7175, "top5_acc": 0.9725, "loss_cls": 1.15125, "loss": 1.15125, "time": 0.21817} | |
| {"mode": "val", "epoch": 7, "iter": 533, "lr": 0.02487, "top1_acc": 0.64687, "top5_acc": 0.95998, "mean_class_accuracy": 0.49859} | |
| {"mode": "train", "epoch": 8, "iter": 100, "lr": 0.02486, "memory": 4082, "data_time": 0.18527, "top1_acc": 0.735, "top5_acc": 0.96875, "loss_cls": 1.13041, "loss": 1.13041, "time": 0.40374} | |
| {"mode": "train", "epoch": 8, "iter": 200, "lr": 0.02486, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.7275, "top5_acc": 0.97062, "loss_cls": 1.16818, "loss": 1.16818, "time": 0.21815} | |
| {"mode": "train", "epoch": 8, "iter": 300, "lr": 0.02486, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.71812, "top5_acc": 0.97812, "loss_cls": 1.14707, "loss": 1.14707, "time": 0.21565} | |
| {"mode": "train", "epoch": 8, "iter": 400, "lr": 0.02485, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.73, "top5_acc": 0.975, "loss_cls": 1.13978, "loss": 1.13978, "time": 0.21698} | |
| {"mode": "train", "epoch": 8, "iter": 500, "lr": 0.02485, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.7575, "top5_acc": 0.97562, "loss_cls": 1.0688, "loss": 1.0688, "time": 0.21772} | |
| {"mode": "train", "epoch": 8, "iter": 600, "lr": 0.02485, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.7275, "top5_acc": 0.975, "loss_cls": 1.11344, "loss": 1.11344, "time": 0.21513} | |
| {"mode": "train", "epoch": 8, "iter": 700, "lr": 0.02484, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.71125, "top5_acc": 0.97938, "loss_cls": 1.14269, "loss": 1.14269, "time": 0.21879} | |
| {"mode": "train", "epoch": 8, "iter": 800, "lr": 0.02484, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.71625, "top5_acc": 0.96875, "loss_cls": 1.15366, "loss": 1.15366, "time": 0.21896} | |
| {"mode": "train", "epoch": 8, "iter": 900, "lr": 0.02484, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.72375, "top5_acc": 0.97375, "loss_cls": 1.15079, "loss": 1.15079, "time": 0.21672} | |
| {"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.02483, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.73188, "top5_acc": 0.97562, "loss_cls": 1.09526, "loss": 1.09526, "time": 0.21886} | |
| {"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.02483, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.71375, "top5_acc": 0.97, "loss_cls": 1.15456, "loss": 1.15456, "time": 0.21447} | |
| {"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.02483, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.7225, "top5_acc": 0.97875, "loss_cls": 1.12371, "loss": 1.12371, "time": 0.2158} | |
| {"mode": "val", "epoch": 8, "iter": 533, "lr": 0.02482, "top1_acc": 0.68583, "top5_acc": 0.96608, "mean_class_accuracy": 0.56212} | |
| {"mode": "train", "epoch": 9, "iter": 100, "lr": 0.02482, "memory": 4082, "data_time": 0.18769, "top1_acc": 0.75062, "top5_acc": 0.98062, "loss_cls": 1.06759, "loss": 1.06759, "time": 0.40721} | |
| {"mode": "train", "epoch": 9, "iter": 200, "lr": 0.02482, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.7675, "top5_acc": 0.98, "loss_cls": 1.0013, "loss": 1.0013, "time": 0.21676} | |
| {"mode": "train", "epoch": 9, "iter": 300, "lr": 0.02481, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.7475, "top5_acc": 0.98125, "loss_cls": 1.0523, "loss": 1.0523, "time": 0.21759} | |
| {"mode": "train", "epoch": 9, "iter": 400, "lr": 0.02481, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.75, "top5_acc": 0.97875, "loss_cls": 1.07413, "loss": 1.07413, "time": 0.21657} | |
| {"mode": "train", "epoch": 9, "iter": 500, "lr": 0.02481, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.74375, "top5_acc": 0.97688, "loss_cls": 1.09152, "loss": 1.09152, "time": 0.21717} | |
| {"mode": "train", "epoch": 9, "iter": 600, "lr": 0.0248, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.74812, "top5_acc": 0.97438, "loss_cls": 1.08951, "loss": 1.08951, "time": 0.21618} | |
| {"mode": "train", "epoch": 9, "iter": 700, "lr": 0.0248, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.73562, "top5_acc": 0.97812, "loss_cls": 1.09729, "loss": 1.09729, "time": 0.22076} | |
| {"mode": "train", "epoch": 9, "iter": 800, "lr": 0.0248, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.75062, "top5_acc": 0.9775, "loss_cls": 1.05703, "loss": 1.05703, "time": 0.21603} | |
| {"mode": "train", "epoch": 9, "iter": 900, "lr": 0.02479, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.7325, "top5_acc": 0.97625, "loss_cls": 1.09142, "loss": 1.09142, "time": 0.21302} | |
| {"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.02479, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.73812, "top5_acc": 0.97438, "loss_cls": 1.09209, "loss": 1.09209, "time": 0.21691} | |
| {"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.02479, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.73125, "top5_acc": 0.98125, "loss_cls": 1.09937, "loss": 1.09937, "time": 0.21581} | |
| {"mode": "train", "epoch": 9, "iter": 1200, "lr": 0.02478, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.74688, "top5_acc": 0.97938, "loss_cls": 1.0896, "loss": 1.0896, "time": 0.21829} | |
| {"mode": "val", "epoch": 9, "iter": 533, "lr": 0.02478, "top1_acc": 0.71377, "top5_acc": 0.97489, "mean_class_accuracy": 0.57383} | |
| {"mode": "train", "epoch": 10, "iter": 100, "lr": 0.02477, "memory": 4082, "data_time": 0.18031, "top1_acc": 0.76812, "top5_acc": 0.98312, "loss_cls": 0.984, "loss": 0.984, "time": 0.39771} | |
| {"mode": "train", "epoch": 10, "iter": 200, "lr": 0.02477, "memory": 4082, "data_time": 0.00042, "top1_acc": 0.765, "top5_acc": 0.97938, "loss_cls": 0.99238, "loss": 0.99238, "time": 0.21647} | |
| {"mode": "train", "epoch": 10, "iter": 300, "lr": 0.02477, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.74375, "top5_acc": 0.98188, "loss_cls": 1.05247, "loss": 1.05247, "time": 0.21869} | |
| {"mode": "train", "epoch": 10, "iter": 400, "lr": 0.02476, "memory": 4082, "data_time": 0.00048, "top1_acc": 0.73562, "top5_acc": 0.9825, "loss_cls": 1.07748, "loss": 1.07748, "time": 0.21934} | |
| {"mode": "train", "epoch": 10, "iter": 500, "lr": 0.02476, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.75375, "top5_acc": 0.97625, "loss_cls": 1.0352, "loss": 1.0352, "time": 0.21737} | |
| {"mode": "train", "epoch": 10, "iter": 600, "lr": 0.02476, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.74812, "top5_acc": 0.97438, "loss_cls": 1.0707, "loss": 1.0707, "time": 0.2182} | |
| {"mode": "train", "epoch": 10, "iter": 700, "lr": 0.02475, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.75062, "top5_acc": 0.9825, "loss_cls": 1.01876, "loss": 1.01876, "time": 0.21634} | |
| {"mode": "train", "epoch": 10, "iter": 800, "lr": 0.02475, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.75625, "top5_acc": 0.98188, "loss_cls": 1.05226, "loss": 1.05226, "time": 0.21765} | |
| {"mode": "train", "epoch": 10, "iter": 900, "lr": 0.02474, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.745, "top5_acc": 0.97938, "loss_cls": 1.08221, "loss": 1.08221, "time": 0.21823} | |
| {"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.02474, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.7475, "top5_acc": 0.97375, "loss_cls": 1.10444, "loss": 1.10444, "time": 0.21497} | |
| {"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.02473, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.76625, "top5_acc": 0.97688, "loss_cls": 1.03194, "loss": 1.03194, "time": 0.21692} | |
| {"mode": "train", "epoch": 10, "iter": 1200, "lr": 0.02473, "memory": 4082, "data_time": 0.00032, "top1_acc": 0.7475, "top5_acc": 0.9775, "loss_cls": 1.04669, "loss": 1.04669, "time": 0.22042} | |
| {"mode": "val", "epoch": 10, "iter": 533, "lr": 0.02473, "top1_acc": 0.68677, "top5_acc": 0.97172, "mean_class_accuracy": 0.56614} | |
| {"mode": "train", "epoch": 11, "iter": 100, "lr": 0.02472, "memory": 4082, "data_time": 0.17355, "top1_acc": 0.76188, "top5_acc": 0.9825, "loss_cls": 0.99911, "loss": 0.99911, "time": 0.38912} | |
| {"mode": "train", "epoch": 11, "iter": 200, "lr": 0.02472, "memory": 4082, "data_time": 0.00035, "top1_acc": 0.74562, "top5_acc": 0.9775, "loss_cls": 1.02846, "loss": 1.02846, "time": 0.21901} | |
| {"mode": "train", "epoch": 11, "iter": 300, "lr": 0.02471, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.75062, "top5_acc": 0.97562, "loss_cls": 1.04614, "loss": 1.04614, "time": 0.2168} | |
| {"mode": "train", "epoch": 11, "iter": 400, "lr": 0.02471, "memory": 4082, "data_time": 0.00036, "top1_acc": 0.7375, "top5_acc": 0.98312, "loss_cls": 1.09113, "loss": 1.09113, "time": 0.21674} | |
| {"mode": "train", "epoch": 11, "iter": 500, "lr": 0.02471, "memory": 4082, "data_time": 0.0002, "top1_acc": 0.75875, "top5_acc": 0.985, "loss_cls": 1.02843, "loss": 1.02843, "time": 0.21648} | |
| {"mode": "train", "epoch": 11, "iter": 600, "lr": 0.0247, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.75688, "top5_acc": 0.98, "loss_cls": 1.06109, "loss": 1.06109, "time": 0.21634} | |
| {"mode": "train", "epoch": 11, "iter": 700, "lr": 0.0247, "memory": 4082, "data_time": 0.00036, "top1_acc": 0.74438, "top5_acc": 0.975, "loss_cls": 1.11058, "loss": 1.11058, "time": 0.2164} | |
| {"mode": "train", "epoch": 11, "iter": 800, "lr": 0.02469, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.77375, "top5_acc": 0.98, "loss_cls": 0.97744, "loss": 0.97744, "time": 0.21914} | |
| {"mode": "train", "epoch": 11, "iter": 900, "lr": 0.02469, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.7725, "top5_acc": 0.97812, "loss_cls": 1.01473, "loss": 1.01473, "time": 0.21749} | |
| {"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.02468, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.74062, "top5_acc": 0.98, "loss_cls": 1.02653, "loss": 1.02653, "time": 0.21618} | |
| {"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.02468, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.76375, "top5_acc": 0.9825, "loss_cls": 0.99619, "loss": 0.99619, "time": 0.2204} | |
| {"mode": "train", "epoch": 11, "iter": 1200, "lr": 0.02467, "memory": 4082, "data_time": 0.00036, "top1_acc": 0.72625, "top5_acc": 0.98562, "loss_cls": 1.08819, "loss": 1.08819, "time": 0.21779} | |
| {"mode": "val", "epoch": 11, "iter": 533, "lr": 0.02467, "top1_acc": 0.6883, "top5_acc": 0.96644, "mean_class_accuracy": 0.54842} | |
| {"mode": "train", "epoch": 12, "iter": 100, "lr": 0.02467, "memory": 4082, "data_time": 0.18931, "top1_acc": 0.7675, "top5_acc": 0.98, "loss_cls": 0.98502, "loss": 0.98502, "time": 0.41102} | |
| {"mode": "train", "epoch": 12, "iter": 200, "lr": 0.02466, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.75875, "top5_acc": 0.98, "loss_cls": 1.03321, "loss": 1.03321, "time": 0.221} | |
| {"mode": "train", "epoch": 12, "iter": 300, "lr": 0.02466, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.73062, "top5_acc": 0.98562, "loss_cls": 1.09645, "loss": 1.09645, "time": 0.21708} | |
| {"mode": "train", "epoch": 12, "iter": 400, "lr": 0.02465, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.75125, "top5_acc": 0.98125, "loss_cls": 1.07832, "loss": 1.07832, "time": 0.21697} | |
| {"mode": "train", "epoch": 12, "iter": 500, "lr": 0.02465, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.74, "top5_acc": 0.9825, "loss_cls": 1.03392, "loss": 1.03392, "time": 0.21739} | |
| {"mode": "train", "epoch": 12, "iter": 600, "lr": 0.02464, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.735, "top5_acc": 0.9775, "loss_cls": 1.04829, "loss": 1.04829, "time": 0.21595} | |
| {"mode": "train", "epoch": 12, "iter": 700, "lr": 0.02464, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.7575, "top5_acc": 0.97438, "loss_cls": 1.02848, "loss": 1.02848, "time": 0.21698} | |
| {"mode": "train", "epoch": 12, "iter": 800, "lr": 0.02463, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.78062, "top5_acc": 0.9825, "loss_cls": 0.93063, "loss": 0.93063, "time": 0.21643} | |
| {"mode": "train", "epoch": 12, "iter": 900, "lr": 0.02463, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.75062, "top5_acc": 0.97188, "loss_cls": 1.08281, "loss": 1.08281, "time": 0.21737} | |
| {"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.02462, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.75875, "top5_acc": 0.98312, "loss_cls": 1.00929, "loss": 1.00929, "time": 0.21303} | |
| {"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.02462, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.76562, "top5_acc": 0.98188, "loss_cls": 1.01767, "loss": 1.01767, "time": 0.21815} | |
| {"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.02461, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.74812, "top5_acc": 0.97812, "loss_cls": 1.06366, "loss": 1.06366, "time": 0.2178} | |
| {"mode": "val", "epoch": 12, "iter": 533, "lr": 0.02461, "top1_acc": 0.72703, "top5_acc": 0.97207, "mean_class_accuracy": 0.61367} | |
| {"mode": "train", "epoch": 13, "iter": 100, "lr": 0.0246, "memory": 4082, "data_time": 0.17836, "top1_acc": 0.75, "top5_acc": 0.98125, "loss_cls": 1.05689, "loss": 1.05689, "time": 0.39336} | |
| {"mode": "train", "epoch": 13, "iter": 200, "lr": 0.0246, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.76625, "top5_acc": 0.985, "loss_cls": 0.97725, "loss": 0.97725, "time": 0.21688} | |
| {"mode": "train", "epoch": 13, "iter": 300, "lr": 0.02459, "memory": 4082, "data_time": 0.00037, "top1_acc": 0.75938, "top5_acc": 0.98375, "loss_cls": 1.00838, "loss": 1.00838, "time": 0.21219} | |
| {"mode": "train", "epoch": 13, "iter": 400, "lr": 0.02459, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.77062, "top5_acc": 0.98438, "loss_cls": 0.96103, "loss": 0.96103, "time": 0.21482} | |
| {"mode": "train", "epoch": 13, "iter": 500, "lr": 0.02458, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.7375, "top5_acc": 0.98125, "loss_cls": 1.06947, "loss": 1.06947, "time": 0.21645} | |
| {"mode": "train", "epoch": 13, "iter": 600, "lr": 0.02458, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.77312, "top5_acc": 0.9825, "loss_cls": 0.94758, "loss": 0.94758, "time": 0.21812} | |
| {"mode": "train", "epoch": 13, "iter": 700, "lr": 0.02457, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.76375, "top5_acc": 0.98, "loss_cls": 1.00024, "loss": 1.00024, "time": 0.21698} | |
| {"mode": "train", "epoch": 13, "iter": 800, "lr": 0.02457, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.77, "top5_acc": 0.9825, "loss_cls": 1.00343, "loss": 1.00343, "time": 0.21635} | |
| {"mode": "train", "epoch": 13, "iter": 900, "lr": 0.02456, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.76938, "top5_acc": 0.98562, "loss_cls": 0.96485, "loss": 0.96485, "time": 0.21377} | |
| {"mode": "train", "epoch": 13, "iter": 1000, "lr": 0.02455, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.77625, "top5_acc": 0.97812, "loss_cls": 0.97414, "loss": 0.97414, "time": 0.2155} | |
| {"mode": "train", "epoch": 13, "iter": 1100, "lr": 0.02455, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.75375, "top5_acc": 0.97875, "loss_cls": 1.01773, "loss": 1.01773, "time": 0.21731} | |
| {"mode": "train", "epoch": 13, "iter": 1200, "lr": 0.02454, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.775, "top5_acc": 0.98, "loss_cls": 0.98753, "loss": 0.98753, "time": 0.2156} | |
| {"mode": "val", "epoch": 13, "iter": 533, "lr": 0.02454, "top1_acc": 0.72703, "top5_acc": 0.97665, "mean_class_accuracy": 0.60284} | |
| {"mode": "train", "epoch": 14, "iter": 100, "lr": 0.02453, "memory": 4082, "data_time": 0.18352, "top1_acc": 0.7675, "top5_acc": 0.98625, "loss_cls": 0.95565, "loss": 0.95565, "time": 0.39879} | |
| {"mode": "train", "epoch": 14, "iter": 200, "lr": 0.02453, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.75438, "top5_acc": 0.985, "loss_cls": 1.02709, "loss": 1.02709, "time": 0.21683} | |
| {"mode": "train", "epoch": 14, "iter": 300, "lr": 0.02452, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.78938, "top5_acc": 0.98062, "loss_cls": 0.9576, "loss": 0.9576, "time": 0.21629} | |
| {"mode": "train", "epoch": 14, "iter": 400, "lr": 0.02452, "memory": 4082, "data_time": 0.00047, "top1_acc": 0.79312, "top5_acc": 0.98625, "loss_cls": 0.93894, "loss": 0.93894, "time": 0.21499} | |
| {"mode": "train", "epoch": 14, "iter": 500, "lr": 0.02451, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.7875, "top5_acc": 0.9825, "loss_cls": 0.90122, "loss": 0.90122, "time": 0.216} | |
| {"mode": "train", "epoch": 14, "iter": 600, "lr": 0.02451, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.76812, "top5_acc": 0.98438, "loss_cls": 0.98224, "loss": 0.98224, "time": 0.2179} | |
| {"mode": "train", "epoch": 14, "iter": 700, "lr": 0.0245, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.77438, "top5_acc": 0.98375, "loss_cls": 0.98144, "loss": 0.98144, "time": 0.21852} | |
| {"mode": "train", "epoch": 14, "iter": 800, "lr": 0.02449, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.755, "top5_acc": 0.98, "loss_cls": 1.02664, "loss": 1.02664, "time": 0.21683} | |
| {"mode": "train", "epoch": 14, "iter": 900, "lr": 0.02449, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.75562, "top5_acc": 0.98188, "loss_cls": 1.03163, "loss": 1.03163, "time": 0.21819} | |
| {"mode": "train", "epoch": 14, "iter": 1000, "lr": 0.02448, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.76562, "top5_acc": 0.985, "loss_cls": 1.00412, "loss": 1.00412, "time": 0.21521} | |
| {"mode": "train", "epoch": 14, "iter": 1100, "lr": 0.02448, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.76562, "top5_acc": 0.98562, "loss_cls": 0.9897, "loss": 0.9897, "time": 0.22056} | |
| {"mode": "train", "epoch": 14, "iter": 1200, "lr": 0.02447, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.7625, "top5_acc": 0.9775, "loss_cls": 0.98398, "loss": 0.98398, "time": 0.21481} | |
| {"mode": "val", "epoch": 14, "iter": 533, "lr": 0.02447, "top1_acc": 0.68724, "top5_acc": 0.95752, "mean_class_accuracy": 0.55073} | |
| {"mode": "train", "epoch": 15, "iter": 100, "lr": 0.02446, "memory": 4082, "data_time": 0.18252, "top1_acc": 0.78812, "top5_acc": 0.98375, "loss_cls": 0.92505, "loss": 0.92505, "time": 0.40015} | |
| {"mode": "train", "epoch": 15, "iter": 200, "lr": 0.02445, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.7725, "top5_acc": 0.98438, "loss_cls": 0.96584, "loss": 0.96584, "time": 0.21713} | |
| {"mode": "train", "epoch": 15, "iter": 300, "lr": 0.02445, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.77312, "top5_acc": 0.98438, "loss_cls": 0.95138, "loss": 0.95138, "time": 0.21815} | |
| {"mode": "train", "epoch": 15, "iter": 400, "lr": 0.02444, "memory": 4082, "data_time": 0.00038, "top1_acc": 0.77125, "top5_acc": 0.9825, "loss_cls": 0.96847, "loss": 0.96847, "time": 0.22035} | |
| {"mode": "train", "epoch": 15, "iter": 500, "lr": 0.02444, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.775, "top5_acc": 0.98938, "loss_cls": 0.94199, "loss": 0.94199, "time": 0.21587} | |
| {"mode": "train", "epoch": 15, "iter": 600, "lr": 0.02443, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.78875, "top5_acc": 0.9825, "loss_cls": 0.91579, "loss": 0.91579, "time": 0.22031} | |
| {"mode": "train", "epoch": 15, "iter": 700, "lr": 0.02442, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.78062, "top5_acc": 0.98375, "loss_cls": 0.93027, "loss": 0.93027, "time": 0.21516} | |
| {"mode": "train", "epoch": 15, "iter": 800, "lr": 0.02442, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.76188, "top5_acc": 0.98438, "loss_cls": 0.9943, "loss": 0.9943, "time": 0.21569} | |
| {"mode": "train", "epoch": 15, "iter": 900, "lr": 0.02441, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.76062, "top5_acc": 0.97875, "loss_cls": 1.01863, "loss": 1.01863, "time": 0.21508} | |
| {"mode": "train", "epoch": 15, "iter": 1000, "lr": 0.02441, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.78688, "top5_acc": 0.98625, "loss_cls": 0.89919, "loss": 0.89919, "time": 0.21476} | |
| {"mode": "train", "epoch": 15, "iter": 1100, "lr": 0.0244, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.78062, "top5_acc": 0.98438, "loss_cls": 0.90556, "loss": 0.90556, "time": 0.22006} | |
| {"mode": "train", "epoch": 15, "iter": 1200, "lr": 0.02439, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.78812, "top5_acc": 0.985, "loss_cls": 0.90307, "loss": 0.90307, "time": 0.21838} | |
| {"mode": "val", "epoch": 15, "iter": 533, "lr": 0.02439, "top1_acc": 0.7025, "top5_acc": 0.96174, "mean_class_accuracy": 0.60195} | |
| {"mode": "train", "epoch": 16, "iter": 100, "lr": 0.02438, "memory": 4082, "data_time": 0.17978, "top1_acc": 0.80312, "top5_acc": 0.98875, "loss_cls": 0.88645, "loss": 0.88645, "time": 0.39846} | |
| {"mode": "train", "epoch": 16, "iter": 200, "lr": 0.02438, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.7775, "top5_acc": 0.98125, "loss_cls": 0.97722, "loss": 0.97722, "time": 0.21816} | |
| {"mode": "train", "epoch": 16, "iter": 300, "lr": 0.02437, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.79062, "top5_acc": 0.99, "loss_cls": 0.88571, "loss": 0.88571, "time": 0.21919} | |
| {"mode": "train", "epoch": 16, "iter": 400, "lr": 0.02436, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.77688, "top5_acc": 0.98438, "loss_cls": 0.96733, "loss": 0.96733, "time": 0.21917} | |
| {"mode": "train", "epoch": 16, "iter": 500, "lr": 0.02436, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.77375, "top5_acc": 0.98438, "loss_cls": 0.95754, "loss": 0.95754, "time": 0.21742} | |
| {"mode": "train", "epoch": 16, "iter": 600, "lr": 0.02435, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.795, "top5_acc": 0.985, "loss_cls": 0.92884, "loss": 0.92884, "time": 0.21706} | |
| {"mode": "train", "epoch": 16, "iter": 700, "lr": 0.02434, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.77562, "top5_acc": 0.98875, "loss_cls": 0.91561, "loss": 0.91561, "time": 0.21918} | |
| {"mode": "train", "epoch": 16, "iter": 800, "lr": 0.02434, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.76938, "top5_acc": 0.9825, "loss_cls": 0.94532, "loss": 0.94532, "time": 0.21568} | |
| {"mode": "train", "epoch": 16, "iter": 900, "lr": 0.02433, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.76562, "top5_acc": 0.9825, "loss_cls": 0.97518, "loss": 0.97518, "time": 0.21891} | |
| {"mode": "train", "epoch": 16, "iter": 1000, "lr": 0.02432, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.77438, "top5_acc": 0.97938, "loss_cls": 0.99143, "loss": 0.99143, "time": 0.21776} | |
| {"mode": "train", "epoch": 16, "iter": 1100, "lr": 0.02432, "memory": 4082, "data_time": 0.00066, "top1_acc": 0.77375, "top5_acc": 0.98625, "loss_cls": 0.95608, "loss": 0.95608, "time": 0.221} | |
| {"mode": "train", "epoch": 16, "iter": 1200, "lr": 0.02431, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.775, "top5_acc": 0.98312, "loss_cls": 0.94264, "loss": 0.94264, "time": 0.21882} | |
| {"mode": "val", "epoch": 16, "iter": 533, "lr": 0.0243, "top1_acc": 0.71189, "top5_acc": 0.97266, "mean_class_accuracy": 0.60047} | |
| {"mode": "train", "epoch": 17, "iter": 100, "lr": 0.0243, "memory": 4082, "data_time": 0.19272, "top1_acc": 0.77562, "top5_acc": 0.98312, "loss_cls": 1.01742, "loss": 1.01742, "time": 0.41768} | |
| {"mode": "train", "epoch": 17, "iter": 200, "lr": 0.02429, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.77438, "top5_acc": 0.98625, "loss_cls": 0.94036, "loss": 0.94036, "time": 0.27033} | |
| {"mode": "train", "epoch": 17, "iter": 300, "lr": 0.02428, "memory": 4082, "data_time": 0.00038, "top1_acc": 0.77875, "top5_acc": 0.985, "loss_cls": 0.92628, "loss": 0.92628, "time": 0.42303} | |
| {"mode": "train", "epoch": 17, "iter": 400, "lr": 0.02428, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.79625, "top5_acc": 0.98875, "loss_cls": 0.88625, "loss": 0.88625, "time": 0.41639} | |
| {"mode": "train", "epoch": 17, "iter": 500, "lr": 0.02427, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.80062, "top5_acc": 0.9875, "loss_cls": 0.87023, "loss": 0.87023, "time": 0.4159} | |
| {"mode": "train", "epoch": 17, "iter": 600, "lr": 0.02426, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.80188, "top5_acc": 0.98438, "loss_cls": 0.88325, "loss": 0.88325, "time": 0.41464} | |
| {"mode": "train", "epoch": 17, "iter": 700, "lr": 0.02426, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.8025, "top5_acc": 0.98562, "loss_cls": 0.91637, "loss": 0.91637, "time": 0.41465} | |
| {"mode": "train", "epoch": 17, "iter": 800, "lr": 0.02425, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.785, "top5_acc": 0.98188, "loss_cls": 0.91543, "loss": 0.91543, "time": 0.41621} | |
| {"mode": "train", "epoch": 17, "iter": 900, "lr": 0.02424, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.78312, "top5_acc": 0.98688, "loss_cls": 0.93148, "loss": 0.93148, "time": 0.41658} | |
| {"mode": "train", "epoch": 17, "iter": 1000, "lr": 0.02424, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.77188, "top5_acc": 0.98688, "loss_cls": 0.93857, "loss": 0.93857, "time": 0.41505} | |
| {"mode": "train", "epoch": 17, "iter": 1100, "lr": 0.02423, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.795, "top5_acc": 0.98562, "loss_cls": 0.886, "loss": 0.886, "time": 0.4145} | |
| {"mode": "train", "epoch": 17, "iter": 1200, "lr": 0.02422, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.77188, "top5_acc": 0.98125, "loss_cls": 0.99124, "loss": 0.99124, "time": 0.41756} | |
| {"mode": "val", "epoch": 17, "iter": 533, "lr": 0.02422, "top1_acc": 0.66671, "top5_acc": 0.94613, "mean_class_accuracy": 0.58366} | |
| {"mode": "train", "epoch": 18, "iter": 100, "lr": 0.02421, "memory": 4082, "data_time": 0.19312, "top1_acc": 0.80438, "top5_acc": 0.98875, "loss_cls": 0.87365, "loss": 0.87365, "time": 0.606} | |
| {"mode": "train", "epoch": 18, "iter": 200, "lr": 0.0242, "memory": 4082, "data_time": 0.00038, "top1_acc": 0.78625, "top5_acc": 0.98688, "loss_cls": 0.87592, "loss": 0.87592, "time": 0.25835} | |
| {"mode": "train", "epoch": 18, "iter": 300, "lr": 0.02419, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.79875, "top5_acc": 0.98875, "loss_cls": 0.87028, "loss": 0.87028, "time": 0.41482} | |
| {"mode": "train", "epoch": 18, "iter": 400, "lr": 0.02419, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.79, "top5_acc": 0.98375, "loss_cls": 0.90628, "loss": 0.90628, "time": 0.41719} | |
| {"mode": "train", "epoch": 18, "iter": 500, "lr": 0.02418, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.81875, "top5_acc": 0.98938, "loss_cls": 0.82804, "loss": 0.82804, "time": 0.41609} | |
| {"mode": "train", "epoch": 18, "iter": 600, "lr": 0.02417, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.78438, "top5_acc": 0.98562, "loss_cls": 0.9381, "loss": 0.9381, "time": 0.41556} | |
| {"mode": "train", "epoch": 18, "iter": 700, "lr": 0.02417, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.78625, "top5_acc": 0.98438, "loss_cls": 0.91118, "loss": 0.91118, "time": 0.41673} | |
| {"mode": "train", "epoch": 18, "iter": 800, "lr": 0.02416, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.78562, "top5_acc": 0.98375, "loss_cls": 0.92329, "loss": 0.92329, "time": 0.41896} | |
| {"mode": "train", "epoch": 18, "iter": 900, "lr": 0.02415, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.77812, "top5_acc": 0.98, "loss_cls": 0.97085, "loss": 0.97085, "time": 0.41834} | |
| {"mode": "train", "epoch": 18, "iter": 1000, "lr": 0.02414, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.79812, "top5_acc": 0.99062, "loss_cls": 0.86622, "loss": 0.86622, "time": 0.41563} | |
| {"mode": "train", "epoch": 18, "iter": 1100, "lr": 0.02414, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.80062, "top5_acc": 0.98188, "loss_cls": 0.88761, "loss": 0.88761, "time": 0.42704} | |
| {"mode": "train", "epoch": 18, "iter": 1200, "lr": 0.02413, "memory": 4082, "data_time": 0.00039, "top1_acc": 0.79375, "top5_acc": 0.98312, "loss_cls": 0.91293, "loss": 0.91293, "time": 0.434} | |
| {"mode": "val", "epoch": 18, "iter": 533, "lr": 0.02412, "top1_acc": 0.75684, "top5_acc": 0.97923, "mean_class_accuracy": 0.63746} | |
| {"mode": "train", "epoch": 19, "iter": 100, "lr": 0.02411, "memory": 4082, "data_time": 0.19684, "top1_acc": 0.8, "top5_acc": 0.98812, "loss_cls": 0.88395, "loss": 0.88395, "time": 0.62335} | |
| {"mode": "train", "epoch": 19, "iter": 200, "lr": 0.02411, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.80688, "top5_acc": 0.98938, "loss_cls": 0.8462, "loss": 0.8462, "time": 0.26063} | |
| {"mode": "train", "epoch": 19, "iter": 300, "lr": 0.0241, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.81375, "top5_acc": 0.98812, "loss_cls": 0.83084, "loss": 0.83084, "time": 0.4348} | |
| {"mode": "train", "epoch": 19, "iter": 400, "lr": 0.02409, "memory": 4082, "data_time": 0.00039, "top1_acc": 0.7725, "top5_acc": 0.98438, "loss_cls": 0.95635, "loss": 0.95635, "time": 0.41601} | |
| {"mode": "train", "epoch": 19, "iter": 500, "lr": 0.02408, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.79062, "top5_acc": 0.98875, "loss_cls": 0.90691, "loss": 0.90691, "time": 0.41441} | |
| {"mode": "train", "epoch": 19, "iter": 600, "lr": 0.02408, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.78938, "top5_acc": 0.98812, "loss_cls": 0.87369, "loss": 0.87369, "time": 0.41395} | |
| {"mode": "train", "epoch": 19, "iter": 700, "lr": 0.02407, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.76938, "top5_acc": 0.98375, "loss_cls": 0.96296, "loss": 0.96296, "time": 0.41639} | |
| {"mode": "train", "epoch": 19, "iter": 800, "lr": 0.02406, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.78875, "top5_acc": 0.98875, "loss_cls": 0.90555, "loss": 0.90555, "time": 0.41509} | |
| {"mode": "train", "epoch": 19, "iter": 900, "lr": 0.02405, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.79625, "top5_acc": 0.985, "loss_cls": 0.91947, "loss": 0.91947, "time": 0.41411} | |
| {"mode": "train", "epoch": 19, "iter": 1000, "lr": 0.02405, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.78688, "top5_acc": 0.985, "loss_cls": 0.9122, "loss": 0.9122, "time": 0.41529} | |
| {"mode": "train", "epoch": 19, "iter": 1100, "lr": 0.02404, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.78375, "top5_acc": 0.98188, "loss_cls": 0.93308, "loss": 0.93308, "time": 0.41458} | |
| {"mode": "train", "epoch": 19, "iter": 1200, "lr": 0.02403, "memory": 4082, "data_time": 0.00044, "top1_acc": 0.805, "top5_acc": 0.99062, "loss_cls": 0.87766, "loss": 0.87766, "time": 0.42361} | |
| {"mode": "val", "epoch": 19, "iter": 533, "lr": 0.02402, "top1_acc": 0.73853, "top5_acc": 0.97406, "mean_class_accuracy": 0.6238} | |
| {"mode": "train", "epoch": 20, "iter": 100, "lr": 0.02402, "memory": 4082, "data_time": 0.19127, "top1_acc": 0.7825, "top5_acc": 0.98812, "loss_cls": 0.9395, "loss": 0.9395, "time": 0.62729} | |
| {"mode": "train", "epoch": 20, "iter": 200, "lr": 0.02401, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.80188, "top5_acc": 0.98625, "loss_cls": 0.85416, "loss": 0.85416, "time": 0.24402} | |
| {"mode": "train", "epoch": 20, "iter": 300, "lr": 0.024, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.81, "top5_acc": 0.99125, "loss_cls": 0.82063, "loss": 0.82063, "time": 0.41497} | |
| {"mode": "train", "epoch": 20, "iter": 400, "lr": 0.02399, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.79812, "top5_acc": 0.98375, "loss_cls": 0.88739, "loss": 0.88739, "time": 0.41473} | |
| {"mode": "train", "epoch": 20, "iter": 500, "lr": 0.02398, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.78375, "top5_acc": 0.99375, "loss_cls": 0.8716, "loss": 0.8716, "time": 0.41486} | |
| {"mode": "train", "epoch": 20, "iter": 600, "lr": 0.02398, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.8025, "top5_acc": 0.98688, "loss_cls": 0.89302, "loss": 0.89302, "time": 0.41496} | |
| {"mode": "train", "epoch": 20, "iter": 700, "lr": 0.02397, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.80375, "top5_acc": 0.98438, "loss_cls": 0.87501, "loss": 0.87501, "time": 0.41621} | |
| {"mode": "train", "epoch": 20, "iter": 800, "lr": 0.02396, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.77062, "top5_acc": 0.98375, "loss_cls": 0.98341, "loss": 0.98341, "time": 0.41529} | |
| {"mode": "train", "epoch": 20, "iter": 900, "lr": 0.02395, "memory": 4082, "data_time": 0.0005, "top1_acc": 0.78938, "top5_acc": 0.99062, "loss_cls": 0.89399, "loss": 0.89399, "time": 0.4158} | |
| {"mode": "train", "epoch": 20, "iter": 1000, "lr": 0.02394, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.795, "top5_acc": 0.98375, "loss_cls": 0.89145, "loss": 0.89145, "time": 0.41511} | |
| {"mode": "train", "epoch": 20, "iter": 1100, "lr": 0.02393, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.79375, "top5_acc": 0.9875, "loss_cls": 0.88797, "loss": 0.88797, "time": 0.41497} | |
| {"mode": "train", "epoch": 20, "iter": 1200, "lr": 0.02393, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.8, "top5_acc": 0.98375, "loss_cls": 0.90688, "loss": 0.90688, "time": 0.41638} | |
| {"mode": "val", "epoch": 20, "iter": 533, "lr": 0.02392, "top1_acc": 0.77303, "top5_acc": 0.98463, "mean_class_accuracy": 0.66688} | |
| {"mode": "train", "epoch": 21, "iter": 100, "lr": 0.02391, "memory": 4082, "data_time": 0.19461, "top1_acc": 0.83125, "top5_acc": 0.99375, "loss_cls": 0.75327, "loss": 0.75327, "time": 0.65013} | |
| {"mode": "train", "epoch": 21, "iter": 200, "lr": 0.0239, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.8325, "top5_acc": 0.9925, "loss_cls": 0.75874, "loss": 0.75874, "time": 0.23196} | |
| {"mode": "train", "epoch": 21, "iter": 300, "lr": 0.02389, "memory": 4082, "data_time": 0.00035, "top1_acc": 0.79812, "top5_acc": 0.98875, "loss_cls": 0.89985, "loss": 0.89985, "time": 0.43848} | |
| {"mode": "train", "epoch": 21, "iter": 400, "lr": 0.02389, "memory": 4082, "data_time": 0.00033, "top1_acc": 0.78688, "top5_acc": 0.9825, "loss_cls": 0.91038, "loss": 0.91038, "time": 0.41915} | |
| {"mode": "train", "epoch": 21, "iter": 500, "lr": 0.02388, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.80625, "top5_acc": 0.98812, "loss_cls": 0.8292, "loss": 0.8292, "time": 0.41488} | |
| {"mode": "train", "epoch": 21, "iter": 600, "lr": 0.02387, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.8075, "top5_acc": 0.98688, "loss_cls": 0.85384, "loss": 0.85384, "time": 0.41308} | |
| {"mode": "train", "epoch": 21, "iter": 700, "lr": 0.02386, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.79062, "top5_acc": 0.98375, "loss_cls": 0.92264, "loss": 0.92264, "time": 0.41467} | |
| {"mode": "train", "epoch": 21, "iter": 800, "lr": 0.02385, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.78438, "top5_acc": 0.98188, "loss_cls": 0.91845, "loss": 0.91845, "time": 0.41422} | |
| {"mode": "train", "epoch": 21, "iter": 900, "lr": 0.02384, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.8075, "top5_acc": 0.9825, "loss_cls": 0.83613, "loss": 0.83613, "time": 0.4143} | |
| {"mode": "train", "epoch": 21, "iter": 1000, "lr": 0.02383, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.80188, "top5_acc": 0.98625, "loss_cls": 0.88144, "loss": 0.88144, "time": 0.41429} | |
| {"mode": "train", "epoch": 21, "iter": 1100, "lr": 0.02383, "memory": 4082, "data_time": 0.00036, "top1_acc": 0.79062, "top5_acc": 0.98625, "loss_cls": 0.93292, "loss": 0.93292, "time": 0.41592} | |
| {"mode": "train", "epoch": 21, "iter": 1200, "lr": 0.02382, "memory": 4082, "data_time": 0.00037, "top1_acc": 0.79, "top5_acc": 0.98938, "loss_cls": 0.87727, "loss": 0.87727, "time": 0.41402} | |
| {"mode": "val", "epoch": 21, "iter": 533, "lr": 0.02381, "top1_acc": 0.75637, "top5_acc": 0.97888, "mean_class_accuracy": 0.64139} | |
| {"mode": "train", "epoch": 22, "iter": 100, "lr": 0.0238, "memory": 4082, "data_time": 0.19305, "top1_acc": 0.8025, "top5_acc": 0.98812, "loss_cls": 0.85578, "loss": 0.85578, "time": 0.65002} | |
| {"mode": "train", "epoch": 22, "iter": 200, "lr": 0.02379, "memory": 4082, "data_time": 0.00058, "top1_acc": 0.80625, "top5_acc": 0.98875, "loss_cls": 0.83669, "loss": 0.83669, "time": 0.24304} | |
| {"mode": "train", "epoch": 22, "iter": 300, "lr": 0.02378, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.81812, "top5_acc": 0.99188, "loss_cls": 0.84695, "loss": 0.84695, "time": 0.41561} | |
| {"mode": "train", "epoch": 22, "iter": 400, "lr": 0.02378, "memory": 4082, "data_time": 0.00066, "top1_acc": 0.79312, "top5_acc": 0.98625, "loss_cls": 0.85796, "loss": 0.85796, "time": 0.41624} | |
| {"mode": "train", "epoch": 22, "iter": 500, "lr": 0.02377, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.81, "top5_acc": 0.99188, "loss_cls": 0.86336, "loss": 0.86336, "time": 0.41513} | |
| {"mode": "train", "epoch": 22, "iter": 600, "lr": 0.02376, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.80688, "top5_acc": 0.9875, "loss_cls": 0.87474, "loss": 0.87474, "time": 0.41366} | |
| {"mode": "train", "epoch": 22, "iter": 700, "lr": 0.02375, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.81188, "top5_acc": 0.9875, "loss_cls": 0.85658, "loss": 0.85658, "time": 0.41677} | |
| {"mode": "train", "epoch": 22, "iter": 800, "lr": 0.02374, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.80125, "top5_acc": 0.98875, "loss_cls": 0.86665, "loss": 0.86665, "time": 0.41601} | |
| {"mode": "train", "epoch": 22, "iter": 900, "lr": 0.02373, "memory": 4082, "data_time": 0.00032, "top1_acc": 0.815, "top5_acc": 0.9925, "loss_cls": 0.80837, "loss": 0.80837, "time": 0.4146} | |
| {"mode": "train", "epoch": 22, "iter": 1000, "lr": 0.02372, "memory": 4082, "data_time": 0.00033, "top1_acc": 0.80375, "top5_acc": 0.99, "loss_cls": 0.84168, "loss": 0.84168, "time": 0.41464} | |
| {"mode": "train", "epoch": 22, "iter": 1100, "lr": 0.02371, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.80812, "top5_acc": 0.98562, "loss_cls": 0.85282, "loss": 0.85282, "time": 0.43326} | |
| {"mode": "train", "epoch": 22, "iter": 1200, "lr": 0.0237, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.81562, "top5_acc": 0.99125, "loss_cls": 0.83331, "loss": 0.83331, "time": 0.42191} | |
| {"mode": "val", "epoch": 22, "iter": 533, "lr": 0.0237, "top1_acc": 0.74968, "top5_acc": 0.97477, "mean_class_accuracy": 0.68162} | |
| {"mode": "train", "epoch": 23, "iter": 100, "lr": 0.02369, "memory": 4082, "data_time": 0.19794, "top1_acc": 0.8075, "top5_acc": 0.99312, "loss_cls": 0.82272, "loss": 0.82272, "time": 0.65446} | |
| {"mode": "train", "epoch": 23, "iter": 200, "lr": 0.02368, "memory": 4082, "data_time": 0.00054, "top1_acc": 0.82188, "top5_acc": 0.98938, "loss_cls": 0.78335, "loss": 0.78335, "time": 0.23057} | |
| {"mode": "train", "epoch": 23, "iter": 300, "lr": 0.02367, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.805, "top5_acc": 0.98438, "loss_cls": 0.88528, "loss": 0.88528, "time": 0.41347} | |
| {"mode": "train", "epoch": 23, "iter": 400, "lr": 0.02366, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.79688, "top5_acc": 0.9925, "loss_cls": 0.88182, "loss": 0.88182, "time": 0.4145} | |
| {"mode": "train", "epoch": 23, "iter": 500, "lr": 0.02365, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.80062, "top5_acc": 0.9875, "loss_cls": 0.86961, "loss": 0.86961, "time": 0.41331} | |
| {"mode": "train", "epoch": 23, "iter": 600, "lr": 0.02364, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.80875, "top5_acc": 0.98625, "loss_cls": 0.82525, "loss": 0.82525, "time": 0.41345} | |
| {"mode": "train", "epoch": 23, "iter": 700, "lr": 0.02363, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.81812, "top5_acc": 0.98562, "loss_cls": 0.85421, "loss": 0.85421, "time": 0.41739} | |
| {"mode": "train", "epoch": 23, "iter": 800, "lr": 0.02362, "memory": 4082, "data_time": 0.00032, "top1_acc": 0.80562, "top5_acc": 0.98562, "loss_cls": 0.83627, "loss": 0.83627, "time": 0.41463} | |
| {"mode": "train", "epoch": 23, "iter": 900, "lr": 0.02361, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.8125, "top5_acc": 0.98875, "loss_cls": 0.82253, "loss": 0.82253, "time": 0.41454} | |
| {"mode": "train", "epoch": 23, "iter": 1000, "lr": 0.0236, "memory": 4082, "data_time": 0.00035, "top1_acc": 0.77688, "top5_acc": 0.98312, "loss_cls": 0.93525, "loss": 0.93525, "time": 0.41461} | |
| {"mode": "train", "epoch": 23, "iter": 1100, "lr": 0.02359, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.79938, "top5_acc": 0.99188, "loss_cls": 0.83119, "loss": 0.83119, "time": 0.41424} | |
| {"mode": "train", "epoch": 23, "iter": 1200, "lr": 0.02359, "memory": 4082, "data_time": 0.00061, "top1_acc": 0.805, "top5_acc": 0.98938, "loss_cls": 0.83429, "loss": 0.83429, "time": 0.41497} | |
| {"mode": "val", "epoch": 23, "iter": 533, "lr": 0.02358, "top1_acc": 0.70684, "top5_acc": 0.9628, "mean_class_accuracy": 0.60462} | |
| {"mode": "train", "epoch": 24, "iter": 100, "lr": 0.02357, "memory": 4082, "data_time": 0.19783, "top1_acc": 0.80188, "top5_acc": 0.9875, "loss_cls": 0.8733, "loss": 0.8733, "time": 0.65437} | |
| {"mode": "train", "epoch": 24, "iter": 200, "lr": 0.02356, "memory": 4082, "data_time": 0.00043, "top1_acc": 0.83125, "top5_acc": 0.99188, "loss_cls": 0.76433, "loss": 0.76433, "time": 0.2352} | |
| {"mode": "train", "epoch": 24, "iter": 300, "lr": 0.02355, "memory": 4082, "data_time": 0.00043, "top1_acc": 0.80812, "top5_acc": 0.99062, "loss_cls": 0.82932, "loss": 0.82932, "time": 0.4091} | |
| {"mode": "train", "epoch": 24, "iter": 400, "lr": 0.02354, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.805, "top5_acc": 0.985, "loss_cls": 0.87449, "loss": 0.87449, "time": 0.41553} | |
| {"mode": "train", "epoch": 24, "iter": 500, "lr": 0.02353, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.82062, "top5_acc": 0.98688, "loss_cls": 0.79301, "loss": 0.79301, "time": 0.41475} | |
| {"mode": "train", "epoch": 24, "iter": 600, "lr": 0.02352, "memory": 4082, "data_time": 0.00032, "top1_acc": 0.81, "top5_acc": 0.98875, "loss_cls": 0.80217, "loss": 0.80217, "time": 0.41441} | |
| {"mode": "train", "epoch": 24, "iter": 700, "lr": 0.02351, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.815, "top5_acc": 0.99062, "loss_cls": 0.78499, "loss": 0.78499, "time": 0.41537} | |
| {"mode": "train", "epoch": 24, "iter": 800, "lr": 0.0235, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.81438, "top5_acc": 0.99, "loss_cls": 0.82244, "loss": 0.82244, "time": 0.41727} | |
| {"mode": "train", "epoch": 24, "iter": 900, "lr": 0.02349, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.81625, "top5_acc": 0.98688, "loss_cls": 0.82794, "loss": 0.82794, "time": 0.41524} | |
| {"mode": "train", "epoch": 24, "iter": 1000, "lr": 0.02348, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.81062, "top5_acc": 0.98938, "loss_cls": 0.80361, "loss": 0.80361, "time": 0.41659} | |
| {"mode": "train", "epoch": 24, "iter": 1100, "lr": 0.02347, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.81812, "top5_acc": 0.98938, "loss_cls": 0.7973, "loss": 0.7973, "time": 0.41582} | |
| {"mode": "train", "epoch": 24, "iter": 1200, "lr": 0.02346, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.79, "top5_acc": 0.98375, "loss_cls": 0.89298, "loss": 0.89298, "time": 0.41785} | |
| {"mode": "val", "epoch": 24, "iter": 533, "lr": 0.02345, "top1_acc": 0.7769, "top5_acc": 0.98427, "mean_class_accuracy": 0.6587} | |
| {"mode": "train", "epoch": 25, "iter": 100, "lr": 0.02344, "memory": 4082, "data_time": 0.2014, "top1_acc": 0.8225, "top5_acc": 0.98875, "loss_cls": 0.77684, "loss": 0.77684, "time": 0.65674} | |
| {"mode": "train", "epoch": 25, "iter": 200, "lr": 0.02343, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.80688, "top5_acc": 0.98688, "loss_cls": 0.82319, "loss": 0.82319, "time": 0.2437} | |
| {"mode": "train", "epoch": 25, "iter": 300, "lr": 0.02342, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.79625, "top5_acc": 0.9875, "loss_cls": 0.85249, "loss": 0.85249, "time": 0.4081} | |
| {"mode": "train", "epoch": 25, "iter": 400, "lr": 0.02341, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.82875, "top5_acc": 0.99062, "loss_cls": 0.77696, "loss": 0.77696, "time": 0.41384} | |
| {"mode": "train", "epoch": 25, "iter": 500, "lr": 0.0234, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.80875, "top5_acc": 0.98438, "loss_cls": 0.84054, "loss": 0.84054, "time": 0.41552} | |
| {"mode": "train", "epoch": 25, "iter": 600, "lr": 0.02339, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.80688, "top5_acc": 0.98562, "loss_cls": 0.83529, "loss": 0.83529, "time": 0.41399} | |
| {"mode": "train", "epoch": 25, "iter": 700, "lr": 0.02338, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.81375, "top5_acc": 0.99188, "loss_cls": 0.76956, "loss": 0.76956, "time": 0.41554} | |
| {"mode": "train", "epoch": 25, "iter": 800, "lr": 0.02337, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.81625, "top5_acc": 0.98938, "loss_cls": 0.81149, "loss": 0.81149, "time": 0.41653} | |
| {"mode": "train", "epoch": 25, "iter": 900, "lr": 0.02336, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.815, "top5_acc": 0.99, "loss_cls": 0.8255, "loss": 0.8255, "time": 0.41367} | |
| {"mode": "train", "epoch": 25, "iter": 1000, "lr": 0.02335, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.81625, "top5_acc": 0.98375, "loss_cls": 0.83474, "loss": 0.83474, "time": 0.41337} | |
| {"mode": "train", "epoch": 25, "iter": 1100, "lr": 0.02334, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.82375, "top5_acc": 0.9875, "loss_cls": 0.80635, "loss": 0.80635, "time": 0.41325} | |
| {"mode": "train", "epoch": 25, "iter": 1200, "lr": 0.02333, "memory": 4082, "data_time": 0.00052, "top1_acc": 0.805, "top5_acc": 0.99125, "loss_cls": 0.8335, "loss": 0.8335, "time": 0.41729} | |
| {"mode": "val", "epoch": 25, "iter": 533, "lr": 0.02333, "top1_acc": 0.7627, "top5_acc": 0.97923, "mean_class_accuracy": 0.66355} | |
| {"mode": "train", "epoch": 26, "iter": 100, "lr": 0.02332, "memory": 4082, "data_time": 0.20036, "top1_acc": 0.82625, "top5_acc": 0.98875, "loss_cls": 0.79786, "loss": 0.79786, "time": 0.65679} | |
| {"mode": "train", "epoch": 26, "iter": 200, "lr": 0.0233, "memory": 4082, "data_time": 0.00038, "top1_acc": 0.81938, "top5_acc": 0.99562, "loss_cls": 0.7678, "loss": 0.7678, "time": 0.24216} | |
| {"mode": "train", "epoch": 26, "iter": 300, "lr": 0.02329, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.82938, "top5_acc": 0.99188, "loss_cls": 0.75221, "loss": 0.75221, "time": 0.4061} | |
| {"mode": "train", "epoch": 26, "iter": 400, "lr": 0.02328, "memory": 4082, "data_time": 0.0006, "top1_acc": 0.82875, "top5_acc": 0.98875, "loss_cls": 0.77591, "loss": 0.77591, "time": 0.41555} | |
| {"mode": "train", "epoch": 26, "iter": 500, "lr": 0.02327, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.82312, "top5_acc": 0.9825, "loss_cls": 0.81171, "loss": 0.81171, "time": 0.41462} | |
| {"mode": "train", "epoch": 26, "iter": 600, "lr": 0.02326, "memory": 4082, "data_time": 0.00036, "top1_acc": 0.80938, "top5_acc": 0.98688, "loss_cls": 0.8568, "loss": 0.8568, "time": 0.41459} | |
| {"mode": "train", "epoch": 26, "iter": 700, "lr": 0.02325, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.82625, "top5_acc": 0.98562, "loss_cls": 0.7791, "loss": 0.7791, "time": 0.41347} | |
| {"mode": "train", "epoch": 26, "iter": 800, "lr": 0.02324, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.82125, "top5_acc": 0.98438, "loss_cls": 0.82751, "loss": 0.82751, "time": 0.41522} | |
| {"mode": "train", "epoch": 26, "iter": 900, "lr": 0.02323, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.815, "top5_acc": 0.99125, "loss_cls": 0.80486, "loss": 0.80486, "time": 0.41403} | |
| {"mode": "train", "epoch": 26, "iter": 1000, "lr": 0.02322, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.81812, "top5_acc": 0.985, "loss_cls": 0.81499, "loss": 0.81499, "time": 0.41516} | |
| {"mode": "train", "epoch": 26, "iter": 1100, "lr": 0.02321, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.8125, "top5_acc": 0.99188, "loss_cls": 0.81723, "loss": 0.81723, "time": 0.41562} | |
| {"mode": "train", "epoch": 26, "iter": 1200, "lr": 0.0232, "memory": 4082, "data_time": 0.00032, "top1_acc": 0.8225, "top5_acc": 0.98812, "loss_cls": 0.79188, "loss": 0.79188, "time": 0.41545} | |
| {"mode": "val", "epoch": 26, "iter": 533, "lr": 0.02319, "top1_acc": 0.74217, "top5_acc": 0.97007, "mean_class_accuracy": 0.66483} | |
| {"mode": "train", "epoch": 27, "iter": 100, "lr": 0.02318, "memory": 4082, "data_time": 0.19858, "top1_acc": 0.82125, "top5_acc": 0.99188, "loss_cls": 0.77119, "loss": 0.77119, "time": 0.65408} | |
| {"mode": "train", "epoch": 27, "iter": 200, "lr": 0.02317, "memory": 4082, "data_time": 0.00063, "top1_acc": 0.83062, "top5_acc": 0.99062, "loss_cls": 0.77836, "loss": 0.77836, "time": 0.24135} | |
| {"mode": "train", "epoch": 27, "iter": 300, "lr": 0.02316, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.81312, "top5_acc": 0.99, "loss_cls": 0.78981, "loss": 0.78981, "time": 0.40704} | |
| {"mode": "train", "epoch": 27, "iter": 400, "lr": 0.02315, "memory": 4082, "data_time": 0.00064, "top1_acc": 0.83688, "top5_acc": 0.99125, "loss_cls": 0.74478, "loss": 0.74478, "time": 0.41518} | |
| {"mode": "train", "epoch": 27, "iter": 500, "lr": 0.02314, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.81188, "top5_acc": 0.9875, "loss_cls": 0.81305, "loss": 0.81305, "time": 0.41526} | |
| {"mode": "train", "epoch": 27, "iter": 600, "lr": 0.02313, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.82125, "top5_acc": 0.98938, "loss_cls": 0.76225, "loss": 0.76225, "time": 0.41585} | |
| {"mode": "train", "epoch": 27, "iter": 700, "lr": 0.02312, "memory": 4082, "data_time": 0.00035, "top1_acc": 0.80875, "top5_acc": 0.98688, "loss_cls": 0.83174, "loss": 0.83174, "time": 0.41782} | |
| {"mode": "train", "epoch": 27, "iter": 800, "lr": 0.02311, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.79875, "top5_acc": 0.99, "loss_cls": 0.83837, "loss": 0.83837, "time": 0.42991} | |
| {"mode": "train", "epoch": 27, "iter": 900, "lr": 0.0231, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.81812, "top5_acc": 0.98938, "loss_cls": 0.76716, "loss": 0.76716, "time": 0.43656} | |
| {"mode": "train", "epoch": 27, "iter": 1000, "lr": 0.02308, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.79938, "top5_acc": 0.99125, "loss_cls": 0.8331, "loss": 0.8331, "time": 0.41547} | |
| {"mode": "train", "epoch": 27, "iter": 1100, "lr": 0.02307, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.80812, "top5_acc": 0.985, "loss_cls": 0.8486, "loss": 0.8486, "time": 0.41602} | |
| {"mode": "train", "epoch": 27, "iter": 1200, "lr": 0.02306, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.78562, "top5_acc": 0.98625, "loss_cls": 0.90789, "loss": 0.90789, "time": 0.4147} | |
| {"mode": "val", "epoch": 27, "iter": 533, "lr": 0.02305, "top1_acc": 0.75519, "top5_acc": 0.97277, "mean_class_accuracy": 0.6561} | |
| {"mode": "train", "epoch": 28, "iter": 100, "lr": 0.02304, "memory": 4082, "data_time": 0.19631, "top1_acc": 0.82375, "top5_acc": 0.98625, "loss_cls": 0.80654, "loss": 0.80654, "time": 0.65169} | |
| {"mode": "train", "epoch": 28, "iter": 200, "lr": 0.02303, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.82, "top5_acc": 0.98875, "loss_cls": 0.76397, "loss": 0.76397, "time": 0.24622} | |
| {"mode": "train", "epoch": 28, "iter": 300, "lr": 0.02302, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.8275, "top5_acc": 0.99125, "loss_cls": 0.74625, "loss": 0.74625, "time": 0.43008} | |
| {"mode": "train", "epoch": 28, "iter": 400, "lr": 0.02301, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.82438, "top5_acc": 0.99188, "loss_cls": 0.77409, "loss": 0.77409, "time": 0.41491} | |
| {"mode": "train", "epoch": 28, "iter": 500, "lr": 0.023, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.83, "top5_acc": 0.99125, "loss_cls": 0.72955, "loss": 0.72955, "time": 0.41339} | |
| {"mode": "train", "epoch": 28, "iter": 600, "lr": 0.02299, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.82, "top5_acc": 0.99312, "loss_cls": 0.78627, "loss": 0.78627, "time": 0.41432} | |
| {"mode": "train", "epoch": 28, "iter": 700, "lr": 0.02298, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.82625, "top5_acc": 0.99062, "loss_cls": 0.80677, "loss": 0.80677, "time": 0.41345} | |
| {"mode": "train", "epoch": 28, "iter": 800, "lr": 0.02297, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.83438, "top5_acc": 0.98875, "loss_cls": 0.73415, "loss": 0.73415, "time": 0.41397} | |
| {"mode": "train", "epoch": 28, "iter": 900, "lr": 0.02295, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.80812, "top5_acc": 0.9925, "loss_cls": 0.79663, "loss": 0.79663, "time": 0.41354} | |
| {"mode": "train", "epoch": 28, "iter": 1000, "lr": 0.02294, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.81, "top5_acc": 0.99312, "loss_cls": 0.79147, "loss": 0.79147, "time": 0.41648} | |
| {"mode": "train", "epoch": 28, "iter": 1100, "lr": 0.02293, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.81875, "top5_acc": 0.99, "loss_cls": 0.81632, "loss": 0.81632, "time": 0.41426} | |
| {"mode": "train", "epoch": 28, "iter": 1200, "lr": 0.02292, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.83562, "top5_acc": 0.99188, "loss_cls": 0.7578, "loss": 0.7578, "time": 0.4145} | |
| {"mode": "val", "epoch": 28, "iter": 533, "lr": 0.02291, "top1_acc": 0.78735, "top5_acc": 0.98345, "mean_class_accuracy": 0.69462} | |
| {"mode": "train", "epoch": 29, "iter": 100, "lr": 0.0229, "memory": 4082, "data_time": 0.19982, "top1_acc": 0.82938, "top5_acc": 0.99188, "loss_cls": 0.75028, "loss": 0.75028, "time": 0.65516} | |
| {"mode": "train", "epoch": 29, "iter": 200, "lr": 0.02289, "memory": 4082, "data_time": 0.00056, "top1_acc": 0.81812, "top5_acc": 0.9875, "loss_cls": 0.7995, "loss": 0.7995, "time": 0.25334} | |
| {"mode": "train", "epoch": 29, "iter": 300, "lr": 0.02288, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.83312, "top5_acc": 0.99125, "loss_cls": 0.73613, "loss": 0.73613, "time": 0.40413} | |
| {"mode": "train", "epoch": 29, "iter": 400, "lr": 0.02287, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.82062, "top5_acc": 0.99312, "loss_cls": 0.79295, "loss": 0.79295, "time": 0.4157} | |
| {"mode": "train", "epoch": 29, "iter": 500, "lr": 0.02285, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.83062, "top5_acc": 0.99188, "loss_cls": 0.77884, "loss": 0.77884, "time": 0.41545} | |
| {"mode": "train", "epoch": 29, "iter": 600, "lr": 0.02284, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.8275, "top5_acc": 0.98625, "loss_cls": 0.76857, "loss": 0.76857, "time": 0.41484} | |
| {"mode": "train", "epoch": 29, "iter": 700, "lr": 0.02283, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.80125, "top5_acc": 0.9825, "loss_cls": 0.82, "loss": 0.82, "time": 0.41407} | |
| {"mode": "train", "epoch": 29, "iter": 800, "lr": 0.02282, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.82312, "top5_acc": 0.99438, "loss_cls": 0.76519, "loss": 0.76519, "time": 0.41784} | |
| {"mode": "train", "epoch": 29, "iter": 900, "lr": 0.02281, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.83438, "top5_acc": 0.98688, "loss_cls": 0.80756, "loss": 0.80756, "time": 0.41471} | |
| {"mode": "train", "epoch": 29, "iter": 1000, "lr": 0.0228, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.81875, "top5_acc": 0.9925, "loss_cls": 0.7824, "loss": 0.7824, "time": 0.41532} | |
| {"mode": "train", "epoch": 29, "iter": 1100, "lr": 0.02279, "memory": 4082, "data_time": 0.00033, "top1_acc": 0.80625, "top5_acc": 0.98562, "loss_cls": 0.81886, "loss": 0.81886, "time": 0.41439} | |
| {"mode": "train", "epoch": 29, "iter": 1200, "lr": 0.02277, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.79625, "top5_acc": 0.99312, "loss_cls": 0.8617, "loss": 0.8617, "time": 0.41449} | |
| {"mode": "val", "epoch": 29, "iter": 533, "lr": 0.02276, "top1_acc": 0.74756, "top5_acc": 0.97078, "mean_class_accuracy": 0.64699} | |
| {"mode": "train", "epoch": 30, "iter": 100, "lr": 0.02275, "memory": 4082, "data_time": 0.19956, "top1_acc": 0.82438, "top5_acc": 0.99188, "loss_cls": 0.77387, "loss": 0.77387, "time": 0.69637} | |
| {"mode": "train", "epoch": 30, "iter": 200, "lr": 0.02274, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.8525, "top5_acc": 0.99375, "loss_cls": 0.69407, "loss": 0.69407, "time": 0.3632} | |
| {"mode": "train", "epoch": 30, "iter": 300, "lr": 0.02273, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.8225, "top5_acc": 0.995, "loss_cls": 0.72964, "loss": 0.72964, "time": 0.48465} | |
| {"mode": "train", "epoch": 30, "iter": 400, "lr": 0.02272, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.83938, "top5_acc": 0.99125, "loss_cls": 0.7331, "loss": 0.7331, "time": 0.494} | |
| {"mode": "train", "epoch": 30, "iter": 500, "lr": 0.02271, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.83188, "top5_acc": 0.99438, "loss_cls": 0.74439, "loss": 0.74439, "time": 0.48068} | |
| {"mode": "train", "epoch": 30, "iter": 600, "lr": 0.02269, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.81625, "top5_acc": 0.98875, "loss_cls": 0.77888, "loss": 0.77888, "time": 0.48896} | |
| {"mode": "train", "epoch": 30, "iter": 700, "lr": 0.02268, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.80938, "top5_acc": 0.99125, "loss_cls": 0.78582, "loss": 0.78582, "time": 0.48733} | |
| {"mode": "train", "epoch": 30, "iter": 800, "lr": 0.02267, "memory": 4082, "data_time": 0.00032, "top1_acc": 0.8175, "top5_acc": 0.99062, "loss_cls": 0.7961, "loss": 0.7961, "time": 0.47946} | |
| {"mode": "train", "epoch": 30, "iter": 900, "lr": 0.02266, "memory": 4082, "data_time": 0.00032, "top1_acc": 0.80938, "top5_acc": 0.98875, "loss_cls": 0.79731, "loss": 0.79731, "time": 0.48906} | |
| {"mode": "train", "epoch": 30, "iter": 1000, "lr": 0.02265, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.81938, "top5_acc": 0.99, "loss_cls": 0.78022, "loss": 0.78022, "time": 0.49704} | |
| {"mode": "train", "epoch": 30, "iter": 1100, "lr": 0.02263, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.8175, "top5_acc": 0.9875, "loss_cls": 0.78472, "loss": 0.78472, "time": 0.48582} | |
| {"mode": "train", "epoch": 30, "iter": 1200, "lr": 0.02262, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.80938, "top5_acc": 0.99438, "loss_cls": 0.81633, "loss": 0.81633, "time": 0.48101} | |
| {"mode": "val", "epoch": 30, "iter": 533, "lr": 0.02261, "top1_acc": 0.81411, "top5_acc": 0.98674, "mean_class_accuracy": 0.73172} | |
| {"mode": "train", "epoch": 31, "iter": 100, "lr": 0.0226, "memory": 4083, "data_time": 0.19315, "top1_acc": 0.8375, "top5_acc": 0.99188, "loss_cls": 0.88631, "loss": 0.88631, "time": 0.84301} | |
| {"mode": "train", "epoch": 31, "iter": 200, "lr": 0.02259, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.81812, "top5_acc": 0.99375, "loss_cls": 0.91301, "loss": 0.91301, "time": 0.51314} | |
| {"mode": "train", "epoch": 31, "iter": 300, "lr": 0.02258, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.81312, "top5_acc": 0.99062, "loss_cls": 0.95766, "loss": 0.95766, "time": 0.52339} | |
| {"mode": "train", "epoch": 31, "iter": 400, "lr": 0.02256, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.82688, "top5_acc": 0.99062, "loss_cls": 0.93531, "loss": 0.93531, "time": 0.49496} | |
| {"mode": "train", "epoch": 31, "iter": 500, "lr": 0.02255, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.82188, "top5_acc": 0.99312, "loss_cls": 0.92595, "loss": 0.92595, "time": 0.49113} | |
| {"mode": "train", "epoch": 31, "iter": 600, "lr": 0.02254, "memory": 4083, "data_time": 0.00051, "top1_acc": 0.81625, "top5_acc": 0.98938, "loss_cls": 0.97914, "loss": 0.97914, "time": 0.51051} | |
| {"mode": "train", "epoch": 31, "iter": 700, "lr": 0.02253, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.82812, "top5_acc": 0.98875, "loss_cls": 0.89991, "loss": 0.89991, "time": 0.50344} | |
| {"mode": "train", "epoch": 31, "iter": 800, "lr": 0.02252, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.84375, "top5_acc": 0.99125, "loss_cls": 0.84852, "loss": 0.84852, "time": 0.51243} | |
| {"mode": "train", "epoch": 31, "iter": 900, "lr": 0.0225, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.82875, "top5_acc": 0.9875, "loss_cls": 0.92504, "loss": 0.92504, "time": 0.4122} | |
| {"mode": "train", "epoch": 31, "iter": 1000, "lr": 0.02249, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.84062, "top5_acc": 0.99062, "loss_cls": 0.86426, "loss": 0.86426, "time": 0.50165} | |
| {"mode": "train", "epoch": 31, "iter": 1100, "lr": 0.02248, "memory": 4083, "data_time": 0.00072, "top1_acc": 0.83438, "top5_acc": 0.98875, "loss_cls": 0.88315, "loss": 0.88315, "time": 0.25503} | |
| {"mode": "train", "epoch": 31, "iter": 1200, "lr": 0.02247, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.82562, "top5_acc": 0.98938, "loss_cls": 0.90779, "loss": 0.90779, "time": 0.49643} | |
| {"mode": "val", "epoch": 31, "iter": 533, "lr": 0.02246, "top1_acc": 0.77385, "top5_acc": 0.98005, "mean_class_accuracy": 0.6973} | |
| {"mode": "train", "epoch": 32, "iter": 100, "lr": 0.02244, "memory": 4083, "data_time": 0.19006, "top1_acc": 0.8375, "top5_acc": 0.99188, "loss_cls": 0.82492, "loss": 0.82492, "time": 0.85568} | |
| {"mode": "train", "epoch": 32, "iter": 200, "lr": 0.02243, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.84875, "top5_acc": 0.99125, "loss_cls": 0.81475, "loss": 0.81475, "time": 0.51012} | |
| {"mode": "train", "epoch": 32, "iter": 300, "lr": 0.02242, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.81375, "top5_acc": 0.99438, "loss_cls": 0.90788, "loss": 0.90788, "time": 0.50998} | |
| {"mode": "train", "epoch": 32, "iter": 400, "lr": 0.02241, "memory": 4083, "data_time": 0.0005, "top1_acc": 0.83375, "top5_acc": 0.99062, "loss_cls": 0.81587, "loss": 0.81587, "time": 0.50352} | |
| {"mode": "train", "epoch": 32, "iter": 500, "lr": 0.02239, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.82875, "top5_acc": 0.9925, "loss_cls": 0.83611, "loss": 0.83611, "time": 0.50777} | |
| {"mode": "train", "epoch": 32, "iter": 600, "lr": 0.02238, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.83312, "top5_acc": 0.99125, "loss_cls": 0.84101, "loss": 0.84101, "time": 0.29081} | |
| {"mode": "train", "epoch": 32, "iter": 700, "lr": 0.02237, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.825, "top5_acc": 0.99, "loss_cls": 0.83621, "loss": 0.83621, "time": 0.51105} | |
| {"mode": "train", "epoch": 32, "iter": 800, "lr": 0.02236, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.82375, "top5_acc": 0.98688, "loss_cls": 0.90973, "loss": 0.90973, "time": 0.35926} | |
| {"mode": "train", "epoch": 32, "iter": 900, "lr": 0.02234, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.82688, "top5_acc": 0.99062, "loss_cls": 0.85749, "loss": 0.85749, "time": 0.51326} | |
| {"mode": "train", "epoch": 32, "iter": 1000, "lr": 0.02233, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.805, "top5_acc": 0.99312, "loss_cls": 0.9169, "loss": 0.9169, "time": 0.50236} | |
| {"mode": "train", "epoch": 32, "iter": 1100, "lr": 0.02232, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.83375, "top5_acc": 0.99375, "loss_cls": 0.86028, "loss": 0.86028, "time": 0.5143} | |
| {"mode": "train", "epoch": 32, "iter": 1200, "lr": 0.02231, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.8175, "top5_acc": 0.98938, "loss_cls": 0.8949, "loss": 0.8949, "time": 0.51209} | |
| {"mode": "val", "epoch": 32, "iter": 533, "lr": 0.0223, "top1_acc": 0.76892, "top5_acc": 0.98122, "mean_class_accuracy": 0.70048} | |
| {"mode": "train", "epoch": 33, "iter": 100, "lr": 0.02228, "memory": 4083, "data_time": 0.19408, "top1_acc": 0.8325, "top5_acc": 0.99438, "loss_cls": 0.77441, "loss": 0.77441, "time": 0.82374} | |
| {"mode": "train", "epoch": 33, "iter": 200, "lr": 0.02227, "memory": 4083, "data_time": 0.00046, "top1_acc": 0.84438, "top5_acc": 0.9925, "loss_cls": 0.76675, "loss": 0.76675, "time": 0.45012} | |
| {"mode": "train", "epoch": 33, "iter": 300, "lr": 0.02226, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.8275, "top5_acc": 0.98812, "loss_cls": 0.80082, "loss": 0.80082, "time": 0.41392} | |
| {"mode": "train", "epoch": 33, "iter": 400, "lr": 0.02225, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.80688, "top5_acc": 0.98562, "loss_cls": 0.92508, "loss": 0.92508, "time": 0.32363} | |
| {"mode": "train", "epoch": 33, "iter": 500, "lr": 0.02223, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.81875, "top5_acc": 0.985, "loss_cls": 0.85508, "loss": 0.85508, "time": 0.48469} | |
| {"mode": "train", "epoch": 33, "iter": 600, "lr": 0.02222, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.84188, "top5_acc": 0.995, "loss_cls": 0.78804, "loss": 0.78804, "time": 0.50395} | |
| {"mode": "train", "epoch": 33, "iter": 700, "lr": 0.02221, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.82125, "top5_acc": 0.98938, "loss_cls": 0.82549, "loss": 0.82549, "time": 0.50891} | |
| {"mode": "train", "epoch": 33, "iter": 800, "lr": 0.02219, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.83062, "top5_acc": 0.99062, "loss_cls": 0.82483, "loss": 0.82483, "time": 0.49968} | |
| {"mode": "train", "epoch": 33, "iter": 900, "lr": 0.02218, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8325, "top5_acc": 0.9925, "loss_cls": 0.80219, "loss": 0.80219, "time": 0.49402} | |
| {"mode": "train", "epoch": 33, "iter": 1000, "lr": 0.02217, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.81688, "top5_acc": 0.9925, "loss_cls": 0.83851, "loss": 0.83851, "time": 0.51304} | |
| {"mode": "train", "epoch": 33, "iter": 1100, "lr": 0.02216, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.79188, "top5_acc": 0.985, "loss_cls": 0.96779, "loss": 0.96779, "time": 0.51282} | |
| {"mode": "train", "epoch": 33, "iter": 1200, "lr": 0.02214, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.83, "top5_acc": 0.9925, "loss_cls": 0.79602, "loss": 0.79602, "time": 0.50139} | |
| {"mode": "val", "epoch": 33, "iter": 533, "lr": 0.02213, "top1_acc": 0.76916, "top5_acc": 0.97911, "mean_class_accuracy": 0.69602} | |
| {"mode": "train", "epoch": 34, "iter": 100, "lr": 0.02212, "memory": 4083, "data_time": 0.19386, "top1_acc": 0.85375, "top5_acc": 0.99188, "loss_cls": 0.73896, "loss": 0.73896, "time": 0.61326} | |
| {"mode": "train", "epoch": 34, "iter": 200, "lr": 0.02211, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.83, "top5_acc": 0.99438, "loss_cls": 0.81266, "loss": 0.81266, "time": 0.50217} | |
| {"mode": "train", "epoch": 34, "iter": 300, "lr": 0.02209, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.82188, "top5_acc": 0.98875, "loss_cls": 0.86195, "loss": 0.86195, "time": 0.52113} | |
| {"mode": "train", "epoch": 34, "iter": 400, "lr": 0.02208, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.85125, "top5_acc": 0.99125, "loss_cls": 0.76338, "loss": 0.76338, "time": 0.51858} | |
| {"mode": "train", "epoch": 34, "iter": 500, "lr": 0.02207, "memory": 4083, "data_time": 0.00058, "top1_acc": 0.8425, "top5_acc": 0.99, "loss_cls": 0.77918, "loss": 0.77918, "time": 0.50442} | |
| {"mode": "train", "epoch": 34, "iter": 600, "lr": 0.02205, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.83562, "top5_acc": 0.9875, "loss_cls": 0.81865, "loss": 0.81865, "time": 0.5078} | |
| {"mode": "train", "epoch": 34, "iter": 700, "lr": 0.02204, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.82812, "top5_acc": 0.99375, "loss_cls": 0.81545, "loss": 0.81545, "time": 0.50334} | |
| {"mode": "train", "epoch": 34, "iter": 800, "lr": 0.02203, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.83875, "top5_acc": 0.98688, "loss_cls": 0.82116, "loss": 0.82116, "time": 0.50949} | |
| {"mode": "train", "epoch": 34, "iter": 900, "lr": 0.02201, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.83375, "top5_acc": 0.99375, "loss_cls": 0.8016, "loss": 0.8016, "time": 0.50885} | |
| {"mode": "train", "epoch": 34, "iter": 1000, "lr": 0.022, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.8325, "top5_acc": 0.99625, "loss_cls": 0.80127, "loss": 0.80127, "time": 0.51629} | |
| {"mode": "train", "epoch": 34, "iter": 1100, "lr": 0.02199, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.83688, "top5_acc": 0.985, "loss_cls": 0.83806, "loss": 0.83806, "time": 0.39413} | |
| {"mode": "train", "epoch": 34, "iter": 1200, "lr": 0.02197, "memory": 4083, "data_time": 0.00066, "top1_acc": 0.825, "top5_acc": 0.98875, "loss_cls": 0.83079, "loss": 0.83079, "time": 0.51309} | |
| {"mode": "val", "epoch": 34, "iter": 533, "lr": 0.02196, "top1_acc": 0.77503, "top5_acc": 0.9743, "mean_class_accuracy": 0.68394} | |
| {"mode": "train", "epoch": 35, "iter": 100, "lr": 0.02195, "memory": 4083, "data_time": 0.18821, "top1_acc": 0.83062, "top5_acc": 0.99375, "loss_cls": 0.80216, "loss": 0.80216, "time": 0.83131} | |
| {"mode": "train", "epoch": 35, "iter": 200, "lr": 0.02194, "memory": 4083, "data_time": 0.00071, "top1_acc": 0.85812, "top5_acc": 0.99062, "loss_cls": 0.73298, "loss": 0.73298, "time": 0.52352} | |
| {"mode": "train", "epoch": 35, "iter": 300, "lr": 0.02192, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.84375, "top5_acc": 0.995, "loss_cls": 0.72822, "loss": 0.72822, "time": 0.50461} | |
| {"mode": "train", "epoch": 35, "iter": 400, "lr": 0.02191, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.83188, "top5_acc": 0.99312, "loss_cls": 0.77678, "loss": 0.77678, "time": 0.52497} | |
| {"mode": "train", "epoch": 35, "iter": 500, "lr": 0.0219, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.84125, "top5_acc": 0.99375, "loss_cls": 0.74872, "loss": 0.74872, "time": 0.51068} | |
| {"mode": "train", "epoch": 35, "iter": 600, "lr": 0.02188, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.84688, "top5_acc": 0.99125, "loss_cls": 0.74574, "loss": 0.74574, "time": 0.51337} | |
| {"mode": "train", "epoch": 35, "iter": 700, "lr": 0.02187, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.82938, "top5_acc": 0.99, "loss_cls": 0.82051, "loss": 0.82051, "time": 0.51316} | |
| {"mode": "train", "epoch": 35, "iter": 800, "lr": 0.02185, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.83875, "top5_acc": 0.99, "loss_cls": 0.83318, "loss": 0.83318, "time": 0.32581} | |
| {"mode": "train", "epoch": 35, "iter": 900, "lr": 0.02184, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.83125, "top5_acc": 0.99312, "loss_cls": 0.7849, "loss": 0.7849, "time": 0.41289} | |
| {"mode": "train", "epoch": 35, "iter": 1000, "lr": 0.02183, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.83688, "top5_acc": 0.98562, "loss_cls": 0.8131, "loss": 0.8131, "time": 0.43555} | |
| {"mode": "train", "epoch": 35, "iter": 1100, "lr": 0.02181, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.84312, "top5_acc": 0.99188, "loss_cls": 0.75107, "loss": 0.75107, "time": 0.5296} | |
| {"mode": "train", "epoch": 35, "iter": 1200, "lr": 0.0218, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.83938, "top5_acc": 0.98938, "loss_cls": 0.77526, "loss": 0.77526, "time": 0.52853} | |
| {"mode": "val", "epoch": 35, "iter": 533, "lr": 0.02179, "top1_acc": 0.76529, "top5_acc": 0.97852, "mean_class_accuracy": 0.6852} | |
| {"mode": "train", "epoch": 36, "iter": 100, "lr": 0.02178, "memory": 4083, "data_time": 0.20066, "top1_acc": 0.84062, "top5_acc": 0.99625, "loss_cls": 0.72754, "loss": 0.72754, "time": 0.84883} | |
| {"mode": "train", "epoch": 36, "iter": 200, "lr": 0.02176, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.85125, "top5_acc": 0.99375, "loss_cls": 0.7095, "loss": 0.7095, "time": 0.51223} | |
| {"mode": "train", "epoch": 36, "iter": 300, "lr": 0.02175, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.845, "top5_acc": 0.99, "loss_cls": 0.75325, "loss": 0.75325, "time": 0.51723} | |
| {"mode": "train", "epoch": 36, "iter": 400, "lr": 0.02173, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.84562, "top5_acc": 0.99375, "loss_cls": 0.75436, "loss": 0.75436, "time": 0.31984} | |
| {"mode": "train", "epoch": 36, "iter": 500, "lr": 0.02172, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.84312, "top5_acc": 0.99625, "loss_cls": 0.76984, "loss": 0.76984, "time": 0.51186} | |
| {"mode": "train", "epoch": 36, "iter": 600, "lr": 0.02171, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.83562, "top5_acc": 0.99062, "loss_cls": 0.81826, "loss": 0.81826, "time": 0.32889} | |
| {"mode": "train", "epoch": 36, "iter": 700, "lr": 0.02169, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.84188, "top5_acc": 0.99125, "loss_cls": 0.75426, "loss": 0.75426, "time": 0.50861} | |
| {"mode": "train", "epoch": 36, "iter": 800, "lr": 0.02168, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.83875, "top5_acc": 0.98875, "loss_cls": 0.77527, "loss": 0.77527, "time": 0.49881} | |
| {"mode": "train", "epoch": 36, "iter": 900, "lr": 0.02167, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.83062, "top5_acc": 0.99062, "loss_cls": 0.79836, "loss": 0.79836, "time": 0.52235} | |
| {"mode": "train", "epoch": 36, "iter": 1000, "lr": 0.02165, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.8325, "top5_acc": 0.99125, "loss_cls": 0.7974, "loss": 0.7974, "time": 0.51727} | |
| {"mode": "train", "epoch": 36, "iter": 1100, "lr": 0.02164, "memory": 4083, "data_time": 0.00046, "top1_acc": 0.82125, "top5_acc": 0.99, "loss_cls": 0.82754, "loss": 0.82754, "time": 0.50393} | |
| {"mode": "train", "epoch": 36, "iter": 1200, "lr": 0.02162, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.8325, "top5_acc": 0.98875, "loss_cls": 0.82666, "loss": 0.82666, "time": 0.50163} | |
| {"mode": "val", "epoch": 36, "iter": 533, "lr": 0.02161, "top1_acc": 0.78688, "top5_acc": 0.98615, "mean_class_accuracy": 0.72042} | |
| {"mode": "train", "epoch": 37, "iter": 100, "lr": 0.0216, "memory": 4083, "data_time": 0.19881, "top1_acc": 0.855, "top5_acc": 0.99375, "loss_cls": 0.72605, "loss": 0.72605, "time": 0.63134} | |
| {"mode": "train", "epoch": 37, "iter": 200, "lr": 0.02158, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.84688, "top5_acc": 0.99438, "loss_cls": 0.72699, "loss": 0.72699, "time": 0.41462} | |
| {"mode": "train", "epoch": 37, "iter": 300, "lr": 0.02157, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.82812, "top5_acc": 0.99375, "loss_cls": 0.78706, "loss": 0.78706, "time": 0.42838} | |
| {"mode": "train", "epoch": 37, "iter": 400, "lr": 0.02156, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.84188, "top5_acc": 0.98875, "loss_cls": 0.78765, "loss": 0.78765, "time": 0.52337} | |
| {"mode": "train", "epoch": 37, "iter": 500, "lr": 0.02154, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.8375, "top5_acc": 0.99688, "loss_cls": 0.75799, "loss": 0.75799, "time": 0.51346} | |
| {"mode": "train", "epoch": 37, "iter": 600, "lr": 0.02153, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.82125, "top5_acc": 0.99125, "loss_cls": 0.82036, "loss": 0.82036, "time": 0.52846} | |
| {"mode": "train", "epoch": 37, "iter": 700, "lr": 0.02151, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.85062, "top5_acc": 0.9925, "loss_cls": 0.76633, "loss": 0.76633, "time": 0.51337} | |
| {"mode": "train", "epoch": 37, "iter": 800, "lr": 0.0215, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.8375, "top5_acc": 0.99, "loss_cls": 0.80951, "loss": 0.80951, "time": 0.51663} | |
| {"mode": "train", "epoch": 37, "iter": 900, "lr": 0.02149, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.8425, "top5_acc": 0.99188, "loss_cls": 0.76844, "loss": 0.76844, "time": 0.50645} | |
| {"mode": "train", "epoch": 37, "iter": 1000, "lr": 0.02147, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.84938, "top5_acc": 0.9925, "loss_cls": 0.75342, "loss": 0.75342, "time": 0.52244} | |
| {"mode": "train", "epoch": 37, "iter": 1100, "lr": 0.02146, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.81688, "top5_acc": 0.98812, "loss_cls": 0.90315, "loss": 0.90315, "time": 0.51801} | |
| {"mode": "train", "epoch": 37, "iter": 1200, "lr": 0.02144, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.82938, "top5_acc": 0.99375, "loss_cls": 0.78992, "loss": 0.78992, "time": 0.44485} | |
| {"mode": "val", "epoch": 37, "iter": 533, "lr": 0.02143, "top1_acc": 0.77937, "top5_acc": 0.98463, "mean_class_accuracy": 0.69313} | |
| {"mode": "train", "epoch": 38, "iter": 100, "lr": 0.02142, "memory": 4083, "data_time": 0.19034, "top1_acc": 0.84812, "top5_acc": 0.99688, "loss_cls": 0.7311, "loss": 0.7311, "time": 0.8307} | |
| {"mode": "train", "epoch": 38, "iter": 200, "lr": 0.0214, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.83812, "top5_acc": 0.99062, "loss_cls": 0.77355, "loss": 0.77355, "time": 0.51915} | |
| {"mode": "train", "epoch": 38, "iter": 300, "lr": 0.02139, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.83625, "top5_acc": 0.99125, "loss_cls": 0.76805, "loss": 0.76805, "time": 0.50309} | |
| {"mode": "train", "epoch": 38, "iter": 400, "lr": 0.02137, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8625, "top5_acc": 0.99188, "loss_cls": 0.70789, "loss": 0.70789, "time": 0.49483} | |
| {"mode": "train", "epoch": 38, "iter": 500, "lr": 0.02136, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.845, "top5_acc": 0.99375, "loss_cls": 0.74451, "loss": 0.74451, "time": 0.5054} | |
| {"mode": "train", "epoch": 38, "iter": 600, "lr": 0.02134, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.86938, "top5_acc": 0.99375, "loss_cls": 0.66497, "loss": 0.66497, "time": 0.5278} | |
| {"mode": "train", "epoch": 38, "iter": 700, "lr": 0.02133, "memory": 4083, "data_time": 0.00052, "top1_acc": 0.83375, "top5_acc": 0.99125, "loss_cls": 0.77288, "loss": 0.77288, "time": 0.53218} | |
| {"mode": "train", "epoch": 38, "iter": 800, "lr": 0.02132, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.84062, "top5_acc": 0.99, "loss_cls": 0.76787, "loss": 0.76787, "time": 0.51353} | |
| {"mode": "train", "epoch": 38, "iter": 900, "lr": 0.0213, "memory": 4083, "data_time": 0.00047, "top1_acc": 0.83188, "top5_acc": 0.99312, "loss_cls": 0.82647, "loss": 0.82647, "time": 0.31817} | |
| {"mode": "train", "epoch": 38, "iter": 1000, "lr": 0.02129, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.84, "top5_acc": 0.995, "loss_cls": 0.76895, "loss": 0.76895, "time": 0.5102} | |
| {"mode": "train", "epoch": 38, "iter": 1100, "lr": 0.02127, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.855, "top5_acc": 0.99562, "loss_cls": 0.73004, "loss": 0.73004, "time": 0.34658} | |
| {"mode": "train", "epoch": 38, "iter": 1200, "lr": 0.02126, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.84375, "top5_acc": 0.98625, "loss_cls": 0.79832, "loss": 0.79832, "time": 0.50111} | |
| {"mode": "val", "epoch": 38, "iter": 533, "lr": 0.02125, "top1_acc": 0.76798, "top5_acc": 0.97981, "mean_class_accuracy": 0.6683} | |
| {"mode": "train", "epoch": 39, "iter": 100, "lr": 0.02123, "memory": 4083, "data_time": 0.19636, "top1_acc": 0.84625, "top5_acc": 0.99438, "loss_cls": 0.75457, "loss": 0.75457, "time": 0.8223} | |
| {"mode": "train", "epoch": 39, "iter": 200, "lr": 0.02122, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.85062, "top5_acc": 0.99688, "loss_cls": 0.70823, "loss": 0.70823, "time": 0.51606} | |
| {"mode": "train", "epoch": 39, "iter": 300, "lr": 0.0212, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.8625, "top5_acc": 0.99625, "loss_cls": 0.67307, "loss": 0.67307, "time": 0.50974} | |
| {"mode": "train", "epoch": 39, "iter": 400, "lr": 0.02119, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.855, "top5_acc": 0.99125, "loss_cls": 0.71576, "loss": 0.71576, "time": 0.51808} | |
| {"mode": "train", "epoch": 39, "iter": 500, "lr": 0.02117, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.82125, "top5_acc": 0.99188, "loss_cls": 0.7924, "loss": 0.7924, "time": 0.46396} | |
| {"mode": "train", "epoch": 39, "iter": 600, "lr": 0.02116, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.83125, "top5_acc": 0.9875, "loss_cls": 0.83262, "loss": 0.83262, "time": 0.40437} | |
| {"mode": "train", "epoch": 39, "iter": 700, "lr": 0.02114, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.84625, "top5_acc": 0.99062, "loss_cls": 0.76267, "loss": 0.76267, "time": 0.33418} | |
| {"mode": "train", "epoch": 39, "iter": 800, "lr": 0.02113, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.84062, "top5_acc": 0.99, "loss_cls": 0.74374, "loss": 0.74374, "time": 0.48537} | |
| {"mode": "train", "epoch": 39, "iter": 900, "lr": 0.02111, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.83562, "top5_acc": 0.98875, "loss_cls": 0.79645, "loss": 0.79645, "time": 0.51559} | |
| {"mode": "train", "epoch": 39, "iter": 1000, "lr": 0.0211, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.84188, "top5_acc": 0.9925, "loss_cls": 0.77436, "loss": 0.77436, "time": 0.5062} | |
| {"mode": "train", "epoch": 39, "iter": 1100, "lr": 0.02108, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.83812, "top5_acc": 0.995, "loss_cls": 0.77353, "loss": 0.77353, "time": 0.50509} | |
| {"mode": "train", "epoch": 39, "iter": 1200, "lr": 0.02107, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.83812, "top5_acc": 0.99375, "loss_cls": 0.80572, "loss": 0.80572, "time": 0.51293} | |
| {"mode": "val", "epoch": 39, "iter": 533, "lr": 0.02106, "top1_acc": 0.79779, "top5_acc": 0.98615, "mean_class_accuracy": 0.70462} | |
| {"mode": "train", "epoch": 40, "iter": 100, "lr": 0.02104, "memory": 4083, "data_time": 0.19073, "top1_acc": 0.84188, "top5_acc": 0.995, "loss_cls": 0.74884, "loss": 0.74884, "time": 0.81939} | |
| {"mode": "train", "epoch": 40, "iter": 200, "lr": 0.02103, "memory": 4083, "data_time": 0.00047, "top1_acc": 0.86, "top5_acc": 0.9925, "loss_cls": 0.71885, "loss": 0.71885, "time": 0.34891} | |
| {"mode": "train", "epoch": 40, "iter": 300, "lr": 0.02101, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.84438, "top5_acc": 0.99125, "loss_cls": 0.77449, "loss": 0.77449, "time": 0.51201} | |
| {"mode": "train", "epoch": 40, "iter": 400, "lr": 0.021, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.84562, "top5_acc": 0.99188, "loss_cls": 0.75932, "loss": 0.75932, "time": 0.30604} | |
| {"mode": "train", "epoch": 40, "iter": 500, "lr": 0.02098, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.86188, "top5_acc": 0.99375, "loss_cls": 0.69325, "loss": 0.69325, "time": 0.50974} | |
| {"mode": "train", "epoch": 40, "iter": 600, "lr": 0.02097, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.85812, "top5_acc": 0.99188, "loss_cls": 0.69464, "loss": 0.69464, "time": 0.51671} | |
| {"mode": "train", "epoch": 40, "iter": 700, "lr": 0.02095, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.83688, "top5_acc": 0.99438, "loss_cls": 0.75568, "loss": 0.75568, "time": 0.50909} | |
| {"mode": "train", "epoch": 40, "iter": 800, "lr": 0.02094, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.85, "top5_acc": 0.9925, "loss_cls": 0.71873, "loss": 0.71873, "time": 0.50612} | |
| {"mode": "train", "epoch": 40, "iter": 900, "lr": 0.02092, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.845, "top5_acc": 0.99062, "loss_cls": 0.73772, "loss": 0.73772, "time": 0.51335} | |
| {"mode": "train", "epoch": 40, "iter": 1000, "lr": 0.02091, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.85125, "top5_acc": 0.99188, "loss_cls": 0.73927, "loss": 0.73927, "time": 0.51674} | |
| {"mode": "train", "epoch": 40, "iter": 1100, "lr": 0.02089, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.85562, "top5_acc": 0.9925, "loss_cls": 0.71426, "loss": 0.71426, "time": 0.50488} | |
| {"mode": "train", "epoch": 40, "iter": 1200, "lr": 0.02088, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.8525, "top5_acc": 0.99, "loss_cls": 0.76028, "loss": 0.76028, "time": 0.51601} | |
| {"mode": "val", "epoch": 40, "iter": 533, "lr": 0.02086, "top1_acc": 0.80108, "top5_acc": 0.98228, "mean_class_accuracy": 0.71389} | |
| {"mode": "train", "epoch": 41, "iter": 100, "lr": 0.02085, "memory": 4083, "data_time": 0.19163, "top1_acc": 0.88, "top5_acc": 0.995, "loss_cls": 0.66941, "loss": 0.66941, "time": 0.5185} | |
| {"mode": "train", "epoch": 41, "iter": 200, "lr": 0.02083, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.85688, "top5_acc": 0.9925, "loss_cls": 0.72143, "loss": 0.72143, "time": 0.50648} | |
| {"mode": "train", "epoch": 41, "iter": 300, "lr": 0.02082, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.83688, "top5_acc": 0.99375, "loss_cls": 0.75039, "loss": 0.75039, "time": 0.52263} | |
| {"mode": "train", "epoch": 41, "iter": 400, "lr": 0.0208, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.87125, "top5_acc": 0.99125, "loss_cls": 0.66336, "loss": 0.66336, "time": 0.5262} | |
| {"mode": "train", "epoch": 41, "iter": 500, "lr": 0.02079, "memory": 4083, "data_time": 0.00066, "top1_acc": 0.845, "top5_acc": 0.99188, "loss_cls": 0.75758, "loss": 0.75758, "time": 0.51157} | |
| {"mode": "train", "epoch": 41, "iter": 600, "lr": 0.02077, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.83312, "top5_acc": 0.995, "loss_cls": 0.78742, "loss": 0.78742, "time": 0.51278} | |
| {"mode": "train", "epoch": 41, "iter": 700, "lr": 0.02076, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.85812, "top5_acc": 0.99125, "loss_cls": 0.71611, "loss": 0.71611, "time": 0.51063} | |
| {"mode": "train", "epoch": 41, "iter": 800, "lr": 0.02074, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.86312, "top5_acc": 0.9925, "loss_cls": 0.71656, "loss": 0.71656, "time": 0.51386} | |
| {"mode": "train", "epoch": 41, "iter": 900, "lr": 0.02073, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.8275, "top5_acc": 0.9925, "loss_cls": 0.8157, "loss": 0.8157, "time": 0.52529} | |
| {"mode": "train", "epoch": 41, "iter": 1000, "lr": 0.02071, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.85188, "top5_acc": 0.98875, "loss_cls": 0.7627, "loss": 0.7627, "time": 0.51648} | |
| {"mode": "train", "epoch": 41, "iter": 1100, "lr": 0.0207, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.86312, "top5_acc": 0.99438, "loss_cls": 0.69208, "loss": 0.69208, "time": 0.27328} | |
| {"mode": "train", "epoch": 41, "iter": 1200, "lr": 0.02068, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.82875, "top5_acc": 0.98812, "loss_cls": 0.82225, "loss": 0.82225, "time": 0.51132} | |
| {"mode": "val", "epoch": 41, "iter": 533, "lr": 0.02067, "top1_acc": 0.7762, "top5_acc": 0.98357, "mean_class_accuracy": 0.71592} | |
| {"mode": "train", "epoch": 42, "iter": 100, "lr": 0.02065, "memory": 4083, "data_time": 0.19399, "top1_acc": 0.8575, "top5_acc": 0.99438, "loss_cls": 0.70375, "loss": 0.70375, "time": 0.8305} | |
| {"mode": "train", "epoch": 42, "iter": 200, "lr": 0.02064, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.84812, "top5_acc": 0.99188, "loss_cls": 0.73399, "loss": 0.73399, "time": 0.51404} | |
| {"mode": "train", "epoch": 42, "iter": 300, "lr": 0.02062, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.85375, "top5_acc": 0.99438, "loss_cls": 0.71496, "loss": 0.71496, "time": 0.52563} | |
| {"mode": "train", "epoch": 42, "iter": 400, "lr": 0.02061, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.84375, "top5_acc": 0.99312, "loss_cls": 0.75696, "loss": 0.75696, "time": 0.52157} | |
| {"mode": "train", "epoch": 42, "iter": 500, "lr": 0.02059, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.855, "top5_acc": 0.9875, "loss_cls": 0.75892, "loss": 0.75892, "time": 0.4995} | |
| {"mode": "train", "epoch": 42, "iter": 600, "lr": 0.02057, "memory": 4083, "data_time": 0.00047, "top1_acc": 0.85125, "top5_acc": 0.9925, "loss_cls": 0.72571, "loss": 0.72571, "time": 0.5189} | |
| {"mode": "train", "epoch": 42, "iter": 700, "lr": 0.02056, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.84, "top5_acc": 0.995, "loss_cls": 0.74905, "loss": 0.74905, "time": 0.39603} | |
| {"mode": "train", "epoch": 42, "iter": 800, "lr": 0.02054, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.86375, "top5_acc": 0.99562, "loss_cls": 0.66428, "loss": 0.66428, "time": 0.50424} | |
| {"mode": "train", "epoch": 42, "iter": 900, "lr": 0.02053, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.84562, "top5_acc": 0.9925, "loss_cls": 0.72888, "loss": 0.72888, "time": 0.2524} | |
| {"mode": "train", "epoch": 42, "iter": 1000, "lr": 0.02051, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.85438, "top5_acc": 0.9925, "loss_cls": 0.76718, "loss": 0.76718, "time": 0.48093} | |
| {"mode": "train", "epoch": 42, "iter": 1100, "lr": 0.0205, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.835, "top5_acc": 0.9925, "loss_cls": 0.78454, "loss": 0.78454, "time": 0.48049} | |
| {"mode": "train", "epoch": 42, "iter": 1200, "lr": 0.02048, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.85312, "top5_acc": 0.99375, "loss_cls": 0.70307, "loss": 0.70307, "time": 0.48163} | |
| {"mode": "val", "epoch": 42, "iter": 533, "lr": 0.02047, "top1_acc": 0.74228, "top5_acc": 0.97395, "mean_class_accuracy": 0.65756} | |
| {"mode": "train", "epoch": 43, "iter": 100, "lr": 0.02045, "memory": 4083, "data_time": 0.19398, "top1_acc": 0.83938, "top5_acc": 0.9925, "loss_cls": 0.75452, "loss": 0.75452, "time": 0.79199} | |
| {"mode": "train", "epoch": 43, "iter": 200, "lr": 0.02044, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.855, "top5_acc": 0.995, "loss_cls": 0.7048, "loss": 0.7048, "time": 0.48312} | |
| {"mode": "train", "epoch": 43, "iter": 300, "lr": 0.02042, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.85375, "top5_acc": 0.99625, "loss_cls": 0.70038, "loss": 0.70038, "time": 0.48414} | |
| {"mode": "train", "epoch": 43, "iter": 400, "lr": 0.0204, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.84625, "top5_acc": 0.99312, "loss_cls": 0.70949, "loss": 0.70949, "time": 0.4811} | |
| {"mode": "train", "epoch": 43, "iter": 500, "lr": 0.02039, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.85312, "top5_acc": 0.99438, "loss_cls": 0.71638, "loss": 0.71638, "time": 0.4831} | |
| {"mode": "train", "epoch": 43, "iter": 600, "lr": 0.02037, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8375, "top5_acc": 0.99625, "loss_cls": 0.77572, "loss": 0.77572, "time": 0.48326} | |
| {"mode": "train", "epoch": 43, "iter": 700, "lr": 0.02036, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.85562, "top5_acc": 0.99625, "loss_cls": 0.72977, "loss": 0.72977, "time": 0.29446} | |
| {"mode": "train", "epoch": 43, "iter": 800, "lr": 0.02034, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8475, "top5_acc": 0.99312, "loss_cls": 0.71884, "loss": 0.71884, "time": 0.51207} | |
| {"mode": "train", "epoch": 43, "iter": 900, "lr": 0.02033, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.84938, "top5_acc": 0.99125, "loss_cls": 0.74353, "loss": 0.74353, "time": 0.25958} | |
| {"mode": "train", "epoch": 43, "iter": 1000, "lr": 0.02031, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.84125, "top5_acc": 0.99375, "loss_cls": 0.79106, "loss": 0.79106, "time": 0.46283} | |
| {"mode": "train", "epoch": 43, "iter": 1100, "lr": 0.02029, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.85, "top5_acc": 0.99688, "loss_cls": 0.72749, "loss": 0.72749, "time": 0.4908} | |
| {"mode": "train", "epoch": 43, "iter": 1200, "lr": 0.02028, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.84625, "top5_acc": 0.9925, "loss_cls": 0.75077, "loss": 0.75077, "time": 0.49326} | |
| {"mode": "val", "epoch": 43, "iter": 533, "lr": 0.02026, "top1_acc": 0.80883, "top5_acc": 0.98451, "mean_class_accuracy": 0.74356} | |
| {"mode": "train", "epoch": 44, "iter": 100, "lr": 0.02025, "memory": 4083, "data_time": 0.19801, "top1_acc": 0.83625, "top5_acc": 0.99438, "loss_cls": 0.73771, "loss": 0.73771, "time": 0.81138} | |
| {"mode": "train", "epoch": 44, "iter": 200, "lr": 0.02023, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.85375, "top5_acc": 0.995, "loss_cls": 0.69352, "loss": 0.69352, "time": 0.48982} | |
| {"mode": "train", "epoch": 44, "iter": 300, "lr": 0.02022, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.86688, "top5_acc": 0.99625, "loss_cls": 0.63556, "loss": 0.63556, "time": 0.49147} | |
| {"mode": "train", "epoch": 44, "iter": 400, "lr": 0.0202, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.85562, "top5_acc": 0.99375, "loss_cls": 0.71226, "loss": 0.71226, "time": 0.49135} | |
| {"mode": "train", "epoch": 44, "iter": 500, "lr": 0.02018, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.87062, "top5_acc": 0.99312, "loss_cls": 0.66242, "loss": 0.66242, "time": 0.48954} | |
| {"mode": "train", "epoch": 44, "iter": 600, "lr": 0.02017, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.87312, "top5_acc": 0.99688, "loss_cls": 0.64493, "loss": 0.64493, "time": 0.49018} | |
| {"mode": "train", "epoch": 44, "iter": 700, "lr": 0.02015, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.84812, "top5_acc": 0.99312, "loss_cls": 0.75268, "loss": 0.75268, "time": 0.34187} | |
| {"mode": "train", "epoch": 44, "iter": 800, "lr": 0.02014, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.8525, "top5_acc": 0.99312, "loss_cls": 0.72036, "loss": 0.72036, "time": 0.512} | |
| {"mode": "train", "epoch": 44, "iter": 900, "lr": 0.02012, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.8475, "top5_acc": 0.99188, "loss_cls": 0.74102, "loss": 0.74102, "time": 0.24675} | |
| {"mode": "train", "epoch": 44, "iter": 1000, "lr": 0.0201, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.8375, "top5_acc": 0.99125, "loss_cls": 0.77556, "loss": 0.77556, "time": 0.46481} | |
| {"mode": "train", "epoch": 44, "iter": 1100, "lr": 0.02009, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.85312, "top5_acc": 0.9925, "loss_cls": 0.73159, "loss": 0.73159, "time": 0.48893} | |
| {"mode": "train", "epoch": 44, "iter": 1200, "lr": 0.02007, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.86438, "top5_acc": 0.99438, "loss_cls": 0.71413, "loss": 0.71413, "time": 0.48861} | |
| {"mode": "val", "epoch": 44, "iter": 533, "lr": 0.02006, "top1_acc": 0.77409, "top5_acc": 0.9804, "mean_class_accuracy": 0.68177} | |
| {"mode": "train", "epoch": 45, "iter": 100, "lr": 0.02004, "memory": 4083, "data_time": 0.19216, "top1_acc": 0.87062, "top5_acc": 0.99812, "loss_cls": 0.65742, "loss": 0.65742, "time": 0.80137} | |
| {"mode": "train", "epoch": 45, "iter": 200, "lr": 0.02003, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.8775, "top5_acc": 0.9975, "loss_cls": 0.65321, "loss": 0.65321, "time": 0.49191} | |
| {"mode": "train", "epoch": 45, "iter": 300, "lr": 0.02001, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.85312, "top5_acc": 0.99438, "loss_cls": 0.6768, "loss": 0.6768, "time": 0.49235} | |
| {"mode": "train", "epoch": 45, "iter": 400, "lr": 0.01999, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.87562, "top5_acc": 0.98938, "loss_cls": 0.68118, "loss": 0.68118, "time": 0.49258} | |
| {"mode": "train", "epoch": 45, "iter": 500, "lr": 0.01998, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.86938, "top5_acc": 0.99438, "loss_cls": 0.67198, "loss": 0.67198, "time": 0.48967} | |
| {"mode": "train", "epoch": 45, "iter": 600, "lr": 0.01996, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.87938, "top5_acc": 0.99375, "loss_cls": 0.64132, "loss": 0.64132, "time": 0.48891} | |
| {"mode": "train", "epoch": 45, "iter": 700, "lr": 0.01994, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.86125, "top5_acc": 0.99688, "loss_cls": 0.68335, "loss": 0.68335, "time": 0.34684} | |
| {"mode": "train", "epoch": 45, "iter": 800, "lr": 0.01993, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.84188, "top5_acc": 0.995, "loss_cls": 0.76835, "loss": 0.76835, "time": 0.51259} | |
| {"mode": "train", "epoch": 45, "iter": 900, "lr": 0.01991, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.87, "top5_acc": 0.995, "loss_cls": 0.68472, "loss": 0.68472, "time": 0.24766} | |
| {"mode": "train", "epoch": 45, "iter": 1000, "lr": 0.01989, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.84562, "top5_acc": 0.995, "loss_cls": 0.72591, "loss": 0.72591, "time": 0.46393} | |
| {"mode": "train", "epoch": 45, "iter": 1100, "lr": 0.01988, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.8425, "top5_acc": 0.99188, "loss_cls": 0.75355, "loss": 0.75355, "time": 0.49197} | |
| {"mode": "train", "epoch": 45, "iter": 1200, "lr": 0.01986, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8425, "top5_acc": 0.99312, "loss_cls": 0.74707, "loss": 0.74707, "time": 0.49033} | |
| {"mode": "val", "epoch": 45, "iter": 533, "lr": 0.01985, "top1_acc": 0.80026, "top5_acc": 0.98357, "mean_class_accuracy": 0.70922} | |
| {"mode": "train", "epoch": 46, "iter": 100, "lr": 0.01983, "memory": 4083, "data_time": 0.19475, "top1_acc": 0.86312, "top5_acc": 0.9925, "loss_cls": 0.65849, "loss": 0.65849, "time": 0.80701} | |
| {"mode": "train", "epoch": 46, "iter": 200, "lr": 0.01981, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.86625, "top5_acc": 0.99812, "loss_cls": 0.64179, "loss": 0.64179, "time": 0.49006} | |
| {"mode": "train", "epoch": 46, "iter": 300, "lr": 0.0198, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.85625, "top5_acc": 0.99375, "loss_cls": 0.68076, "loss": 0.68076, "time": 0.49631} | |
| {"mode": "train", "epoch": 46, "iter": 400, "lr": 0.01978, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.8625, "top5_acc": 0.99125, "loss_cls": 0.678, "loss": 0.678, "time": 0.49411} | |
| {"mode": "train", "epoch": 46, "iter": 500, "lr": 0.01976, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.8675, "top5_acc": 0.99375, "loss_cls": 0.66335, "loss": 0.66335, "time": 0.49085} | |
| {"mode": "train", "epoch": 46, "iter": 600, "lr": 0.01975, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.87, "top5_acc": 0.995, "loss_cls": 0.65884, "loss": 0.65884, "time": 0.49015} | |
| {"mode": "train", "epoch": 46, "iter": 700, "lr": 0.01973, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.82375, "top5_acc": 0.99312, "loss_cls": 0.82271, "loss": 0.82271, "time": 0.34806} | |
| {"mode": "train", "epoch": 46, "iter": 800, "lr": 0.01971, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.85, "top5_acc": 0.9925, "loss_cls": 0.73624, "loss": 0.73624, "time": 0.51194} | |
| {"mode": "train", "epoch": 46, "iter": 900, "lr": 0.0197, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.87125, "top5_acc": 0.99312, "loss_cls": 0.63857, "loss": 0.63857, "time": 0.25215} | |
| {"mode": "train", "epoch": 46, "iter": 1000, "lr": 0.01968, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.86438, "top5_acc": 0.99375, "loss_cls": 0.66765, "loss": 0.66765, "time": 0.47325} | |
| {"mode": "train", "epoch": 46, "iter": 1100, "lr": 0.01966, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.85812, "top5_acc": 0.9925, "loss_cls": 0.73218, "loss": 0.73218, "time": 0.49462} | |
| {"mode": "train", "epoch": 46, "iter": 1200, "lr": 0.01965, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.84438, "top5_acc": 0.98938, "loss_cls": 0.74774, "loss": 0.74774, "time": 0.49457} | |
| {"mode": "val", "epoch": 46, "iter": 533, "lr": 0.01963, "top1_acc": 0.80038, "top5_acc": 0.98181, "mean_class_accuracy": 0.72497} | |
| {"mode": "train", "epoch": 47, "iter": 100, "lr": 0.01962, "memory": 4083, "data_time": 0.197, "top1_acc": 0.88312, "top5_acc": 0.995, "loss_cls": 0.63628, "loss": 0.63628, "time": 0.8001} | |
| {"mode": "train", "epoch": 47, "iter": 200, "lr": 0.0196, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.86, "top5_acc": 0.99438, "loss_cls": 0.66959, "loss": 0.66959, "time": 0.4905} | |
| {"mode": "train", "epoch": 47, "iter": 300, "lr": 0.01958, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.87625, "top5_acc": 0.99812, "loss_cls": 0.655, "loss": 0.655, "time": 0.49174} | |
| {"mode": "train", "epoch": 47, "iter": 400, "lr": 0.01957, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.85312, "top5_acc": 0.99438, "loss_cls": 0.68119, "loss": 0.68119, "time": 0.49623} | |
| {"mode": "train", "epoch": 47, "iter": 500, "lr": 0.01955, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.85375, "top5_acc": 0.99188, "loss_cls": 0.69777, "loss": 0.69777, "time": 0.48965} | |
| {"mode": "train", "epoch": 47, "iter": 600, "lr": 0.01953, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.87625, "top5_acc": 0.99625, "loss_cls": 0.69248, "loss": 0.69248, "time": 0.49263} | |
| {"mode": "train", "epoch": 47, "iter": 700, "lr": 0.01952, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.85312, "top5_acc": 0.99188, "loss_cls": 0.71317, "loss": 0.71317, "time": 0.33903} | |
| {"mode": "train", "epoch": 47, "iter": 800, "lr": 0.0195, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.86375, "top5_acc": 0.99688, "loss_cls": 0.69003, "loss": 0.69003, "time": 0.51155} | |
| {"mode": "train", "epoch": 47, "iter": 900, "lr": 0.01948, "memory": 4083, "data_time": 0.00052, "top1_acc": 0.85875, "top5_acc": 0.99375, "loss_cls": 0.68828, "loss": 0.68828, "time": 0.2484} | |
| {"mode": "train", "epoch": 47, "iter": 1000, "lr": 0.01947, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.87562, "top5_acc": 0.995, "loss_cls": 0.65009, "loss": 0.65009, "time": 0.47623} | |
| {"mode": "train", "epoch": 47, "iter": 1100, "lr": 0.01945, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.84188, "top5_acc": 0.99125, "loss_cls": 0.72245, "loss": 0.72245, "time": 0.48675} | |
| {"mode": "train", "epoch": 47, "iter": 1200, "lr": 0.01943, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.855, "top5_acc": 0.99312, "loss_cls": 0.72373, "loss": 0.72373, "time": 0.49293} | |
| {"mode": "val", "epoch": 47, "iter": 533, "lr": 0.01942, "top1_acc": 0.81751, "top5_acc": 0.98944, "mean_class_accuracy": 0.75338} | |
| {"mode": "train", "epoch": 48, "iter": 100, "lr": 0.0194, "memory": 4083, "data_time": 0.19731, "top1_acc": 0.87875, "top5_acc": 0.99625, "loss_cls": 0.64246, "loss": 0.64246, "time": 0.80489} | |
| {"mode": "train", "epoch": 48, "iter": 200, "lr": 0.01938, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.87312, "top5_acc": 0.995, "loss_cls": 0.61191, "loss": 0.61191, "time": 0.49299} | |
| {"mode": "train", "epoch": 48, "iter": 300, "lr": 0.01937, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.86, "top5_acc": 0.99562, "loss_cls": 0.70576, "loss": 0.70576, "time": 0.49434} | |
| {"mode": "train", "epoch": 48, "iter": 400, "lr": 0.01935, "memory": 4083, "data_time": 0.00062, "top1_acc": 0.85875, "top5_acc": 0.99438, "loss_cls": 0.70575, "loss": 0.70575, "time": 0.49052} | |
| {"mode": "train", "epoch": 48, "iter": 500, "lr": 0.01933, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.88188, "top5_acc": 0.99312, "loss_cls": 0.61634, "loss": 0.61634, "time": 0.4898} | |
| {"mode": "train", "epoch": 48, "iter": 600, "lr": 0.01932, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.84562, "top5_acc": 0.99188, "loss_cls": 0.71751, "loss": 0.71751, "time": 0.49109} | |
| {"mode": "train", "epoch": 48, "iter": 700, "lr": 0.0193, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.8575, "top5_acc": 0.99375, "loss_cls": 0.67371, "loss": 0.67371, "time": 0.33934} | |
| {"mode": "train", "epoch": 48, "iter": 800, "lr": 0.01928, "memory": 4083, "data_time": 0.00055, "top1_acc": 0.84125, "top5_acc": 0.99188, "loss_cls": 0.76254, "loss": 0.76254, "time": 0.51079} | |
| {"mode": "train", "epoch": 48, "iter": 900, "lr": 0.01926, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.86625, "top5_acc": 0.99312, "loss_cls": 0.68605, "loss": 0.68605, "time": 0.24779} | |
| {"mode": "train", "epoch": 48, "iter": 1000, "lr": 0.01925, "memory": 4083, "data_time": 0.00051, "top1_acc": 0.88, "top5_acc": 0.99562, "loss_cls": 0.61466, "loss": 0.61466, "time": 0.46907} | |
| {"mode": "train", "epoch": 48, "iter": 1100, "lr": 0.01923, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.84125, "top5_acc": 0.99375, "loss_cls": 0.73469, "loss": 0.73469, "time": 0.48991} | |
| {"mode": "train", "epoch": 48, "iter": 1200, "lr": 0.01921, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.86562, "top5_acc": 0.99375, "loss_cls": 0.66772, "loss": 0.66772, "time": 0.49105} | |
| {"mode": "val", "epoch": 48, "iter": 533, "lr": 0.0192, "top1_acc": 0.7816, "top5_acc": 0.98087, "mean_class_accuracy": 0.70786} | |
| {"mode": "train", "epoch": 49, "iter": 100, "lr": 0.01918, "memory": 4083, "data_time": 0.19597, "top1_acc": 0.86125, "top5_acc": 0.99812, "loss_cls": 0.63409, "loss": 0.63409, "time": 0.79995} | |
| {"mode": "train", "epoch": 49, "iter": 200, "lr": 0.01916, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.8825, "top5_acc": 0.99688, "loss_cls": 0.59238, "loss": 0.59238, "time": 0.4925} | |
| {"mode": "train", "epoch": 49, "iter": 300, "lr": 0.01915, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.85938, "top5_acc": 0.9925, "loss_cls": 0.69253, "loss": 0.69253, "time": 0.49066} | |
| {"mode": "train", "epoch": 49, "iter": 400, "lr": 0.01913, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.86688, "top5_acc": 0.995, "loss_cls": 0.66231, "loss": 0.66231, "time": 0.49107} | |
| {"mode": "train", "epoch": 49, "iter": 500, "lr": 0.01911, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.87062, "top5_acc": 0.99375, "loss_cls": 0.64, "loss": 0.64, "time": 0.49019} | |
| {"mode": "train", "epoch": 49, "iter": 600, "lr": 0.01909, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.865, "top5_acc": 0.98875, "loss_cls": 0.69766, "loss": 0.69766, "time": 0.49073} | |
| {"mode": "train", "epoch": 49, "iter": 700, "lr": 0.01908, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.86625, "top5_acc": 0.99438, "loss_cls": 0.69147, "loss": 0.69147, "time": 0.35523} | |
| {"mode": "train", "epoch": 49, "iter": 800, "lr": 0.01906, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.85625, "top5_acc": 0.99312, "loss_cls": 0.70628, "loss": 0.70628, "time": 0.51044} | |
| {"mode": "train", "epoch": 49, "iter": 900, "lr": 0.01904, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.86, "top5_acc": 0.99625, "loss_cls": 0.69565, "loss": 0.69565, "time": 0.24609} | |
| {"mode": "train", "epoch": 49, "iter": 1000, "lr": 0.01902, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.87125, "top5_acc": 0.9925, "loss_cls": 0.67228, "loss": 0.67228, "time": 0.46964} | |
| {"mode": "train", "epoch": 49, "iter": 1100, "lr": 0.01901, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.85438, "top5_acc": 0.99312, "loss_cls": 0.6975, "loss": 0.6975, "time": 0.48966} | |
| {"mode": "train", "epoch": 49, "iter": 1200, "lr": 0.01899, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.86125, "top5_acc": 0.99375, "loss_cls": 0.69165, "loss": 0.69165, "time": 0.48701} | |
| {"mode": "val", "epoch": 49, "iter": 533, "lr": 0.01898, "top1_acc": 0.77843, "top5_acc": 0.97829, "mean_class_accuracy": 0.7014} | |
| {"mode": "train", "epoch": 50, "iter": 100, "lr": 0.01896, "memory": 4083, "data_time": 0.1901, "top1_acc": 0.87812, "top5_acc": 0.995, "loss_cls": 0.61496, "loss": 0.61496, "time": 0.78783} | |
| {"mode": "train", "epoch": 50, "iter": 200, "lr": 0.01894, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87875, "top5_acc": 0.99625, "loss_cls": 0.60078, "loss": 0.60078, "time": 0.48989} | |
| {"mode": "train", "epoch": 50, "iter": 300, "lr": 0.01892, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.875, "top5_acc": 0.99438, "loss_cls": 0.60747, "loss": 0.60747, "time": 0.49174} | |
| {"mode": "train", "epoch": 50, "iter": 400, "lr": 0.01891, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.87875, "top5_acc": 0.99562, "loss_cls": 0.64886, "loss": 0.64886, "time": 0.49253} | |
| {"mode": "train", "epoch": 50, "iter": 500, "lr": 0.01889, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.88938, "top5_acc": 0.9975, "loss_cls": 0.57418, "loss": 0.57418, "time": 0.48977} | |
| {"mode": "train", "epoch": 50, "iter": 600, "lr": 0.01887, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.86438, "top5_acc": 0.9925, "loss_cls": 0.68196, "loss": 0.68196, "time": 0.48625} | |
| {"mode": "train", "epoch": 50, "iter": 700, "lr": 0.01885, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.87125, "top5_acc": 0.99562, "loss_cls": 0.64355, "loss": 0.64355, "time": 0.37678} | |
| {"mode": "train", "epoch": 50, "iter": 800, "lr": 0.01884, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.87938, "top5_acc": 0.9975, "loss_cls": 0.59583, "loss": 0.59583, "time": 0.51033} | |
| {"mode": "train", "epoch": 50, "iter": 900, "lr": 0.01882, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.865, "top5_acc": 0.99438, "loss_cls": 0.67705, "loss": 0.67705, "time": 0.23682} | |
| {"mode": "train", "epoch": 50, "iter": 1000, "lr": 0.0188, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.86938, "top5_acc": 0.99438, "loss_cls": 0.65501, "loss": 0.65501, "time": 0.44038} | |
| {"mode": "train", "epoch": 50, "iter": 1100, "lr": 0.01878, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.855, "top5_acc": 0.99188, "loss_cls": 0.71542, "loss": 0.71542, "time": 0.48857} | |
| {"mode": "train", "epoch": 50, "iter": 1200, "lr": 0.01876, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.85875, "top5_acc": 0.99438, "loss_cls": 0.7059, "loss": 0.7059, "time": 0.49095} | |
| {"mode": "val", "epoch": 50, "iter": 533, "lr": 0.01875, "top1_acc": 0.79427, "top5_acc": 0.98545, "mean_class_accuracy": 0.70982} | |
| {"mode": "train", "epoch": 51, "iter": 100, "lr": 0.01873, "memory": 4083, "data_time": 0.19483, "top1_acc": 0.87, "top5_acc": 0.99375, "loss_cls": 0.6613, "loss": 0.6613, "time": 0.79495} | |
| {"mode": "train", "epoch": 51, "iter": 200, "lr": 0.01871, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.86688, "top5_acc": 0.99375, "loss_cls": 0.64359, "loss": 0.64359, "time": 0.492} | |
| {"mode": "train", "epoch": 51, "iter": 300, "lr": 0.0187, "memory": 4083, "data_time": 0.00059, "top1_acc": 0.86375, "top5_acc": 0.99312, "loss_cls": 0.63205, "loss": 0.63205, "time": 0.49225} | |
| {"mode": "train", "epoch": 51, "iter": 400, "lr": 0.01868, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8625, "top5_acc": 0.99688, "loss_cls": 0.66243, "loss": 0.66243, "time": 0.49065} | |
| {"mode": "train", "epoch": 51, "iter": 500, "lr": 0.01866, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87, "top5_acc": 0.99688, "loss_cls": 0.6339, "loss": 0.6339, "time": 0.49094} | |
| {"mode": "train", "epoch": 51, "iter": 600, "lr": 0.01864, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.86688, "top5_acc": 0.995, "loss_cls": 0.64139, "loss": 0.64139, "time": 0.49453} | |
| {"mode": "train", "epoch": 51, "iter": 700, "lr": 0.01863, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.86062, "top5_acc": 0.9925, "loss_cls": 0.68816, "loss": 0.68816, "time": 0.39296} | |
| {"mode": "train", "epoch": 51, "iter": 800, "lr": 0.01861, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.86125, "top5_acc": 0.995, "loss_cls": 0.66154, "loss": 0.66154, "time": 0.51024} | |
| {"mode": "train", "epoch": 51, "iter": 900, "lr": 0.01859, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.87, "top5_acc": 0.99438, "loss_cls": 0.67889, "loss": 0.67889, "time": 0.23572} | |
| {"mode": "train", "epoch": 51, "iter": 1000, "lr": 0.01857, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.86312, "top5_acc": 0.99375, "loss_cls": 0.68434, "loss": 0.68434, "time": 0.44306} | |
| {"mode": "train", "epoch": 51, "iter": 1100, "lr": 0.01855, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.875, "top5_acc": 0.99625, "loss_cls": 0.62878, "loss": 0.62878, "time": 0.49172} | |
| {"mode": "train", "epoch": 51, "iter": 1200, "lr": 0.01854, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.85562, "top5_acc": 0.99375, "loss_cls": 0.68774, "loss": 0.68774, "time": 0.49013} | |
| {"mode": "val", "epoch": 51, "iter": 533, "lr": 0.01852, "top1_acc": 0.80178, "top5_acc": 0.9838, "mean_class_accuracy": 0.73913} | |
| {"mode": "train", "epoch": 52, "iter": 100, "lr": 0.0185, "memory": 4083, "data_time": 0.19071, "top1_acc": 0.88375, "top5_acc": 0.9975, "loss_cls": 0.62145, "loss": 0.62145, "time": 0.78468} | |
| {"mode": "train", "epoch": 52, "iter": 200, "lr": 0.01849, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88562, "top5_acc": 0.995, "loss_cls": 0.61654, "loss": 0.61654, "time": 0.49199} | |
| {"mode": "train", "epoch": 52, "iter": 300, "lr": 0.01847, "memory": 4083, "data_time": 0.00057, "top1_acc": 0.87562, "top5_acc": 0.99375, "loss_cls": 0.63175, "loss": 0.63175, "time": 0.49218} | |
| {"mode": "train", "epoch": 52, "iter": 400, "lr": 0.01845, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.88375, "top5_acc": 0.99625, "loss_cls": 0.58267, "loss": 0.58267, "time": 0.48877} | |
| {"mode": "train", "epoch": 52, "iter": 500, "lr": 0.01843, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.87375, "top5_acc": 0.99375, "loss_cls": 0.65476, "loss": 0.65476, "time": 0.48863} | |
| {"mode": "train", "epoch": 52, "iter": 600, "lr": 0.01841, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.85375, "top5_acc": 0.995, "loss_cls": 0.69888, "loss": 0.69888, "time": 0.48762} | |
| {"mode": "train", "epoch": 52, "iter": 700, "lr": 0.0184, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.86625, "top5_acc": 0.995, "loss_cls": 0.64357, "loss": 0.64357, "time": 0.41262} | |
| {"mode": "train", "epoch": 52, "iter": 800, "lr": 0.01838, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.86125, "top5_acc": 0.99312, "loss_cls": 0.68682, "loss": 0.68682, "time": 0.48757} | |
| {"mode": "train", "epoch": 52, "iter": 900, "lr": 0.01836, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.86625, "top5_acc": 0.99625, "loss_cls": 0.64545, "loss": 0.64545, "time": 0.26128} | |
| {"mode": "train", "epoch": 52, "iter": 1000, "lr": 0.01834, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.8725, "top5_acc": 0.99438, "loss_cls": 0.64765, "loss": 0.64765, "time": 0.43685} | |
| {"mode": "train", "epoch": 52, "iter": 1100, "lr": 0.01832, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.87625, "top5_acc": 0.99562, "loss_cls": 0.61619, "loss": 0.61619, "time": 0.48801} | |
| {"mode": "train", "epoch": 52, "iter": 1200, "lr": 0.01831, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.84438, "top5_acc": 0.99438, "loss_cls": 0.73378, "loss": 0.73378, "time": 0.49085} | |
| {"mode": "val", "epoch": 52, "iter": 533, "lr": 0.01829, "top1_acc": 0.79193, "top5_acc": 0.98568, "mean_class_accuracy": 0.70885} | |
| {"mode": "train", "epoch": 53, "iter": 100, "lr": 0.01827, "memory": 4083, "data_time": 0.19242, "top1_acc": 0.88375, "top5_acc": 0.99688, "loss_cls": 0.58829, "loss": 0.58829, "time": 0.79969} | |
| {"mode": "train", "epoch": 53, "iter": 200, "lr": 0.01826, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.87812, "top5_acc": 0.99438, "loss_cls": 0.61133, "loss": 0.61133, "time": 0.49512} | |
| {"mode": "train", "epoch": 53, "iter": 300, "lr": 0.01824, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.88062, "top5_acc": 0.99625, "loss_cls": 0.59193, "loss": 0.59193, "time": 0.49411} | |
| {"mode": "train", "epoch": 53, "iter": 400, "lr": 0.01822, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.89438, "top5_acc": 0.99938, "loss_cls": 0.54239, "loss": 0.54239, "time": 0.49262} | |
| {"mode": "train", "epoch": 53, "iter": 500, "lr": 0.0182, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.87875, "top5_acc": 0.9925, "loss_cls": 0.61404, "loss": 0.61404, "time": 0.48826} | |
| {"mode": "train", "epoch": 53, "iter": 600, "lr": 0.01818, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.8825, "top5_acc": 0.99438, "loss_cls": 0.60204, "loss": 0.60204, "time": 0.49153} | |
| {"mode": "train", "epoch": 53, "iter": 700, "lr": 0.01816, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.87438, "top5_acc": 0.99375, "loss_cls": 0.6323, "loss": 0.6323, "time": 0.40723} | |
| {"mode": "train", "epoch": 53, "iter": 800, "lr": 0.01815, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.8675, "top5_acc": 0.9975, "loss_cls": 0.66053, "loss": 0.66053, "time": 0.47479} | |
| {"mode": "train", "epoch": 53, "iter": 900, "lr": 0.01813, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.88062, "top5_acc": 0.995, "loss_cls": 0.62063, "loss": 0.62063, "time": 0.26527} | |
| {"mode": "train", "epoch": 53, "iter": 1000, "lr": 0.01811, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.85625, "top5_acc": 0.995, "loss_cls": 0.68856, "loss": 0.68856, "time": 0.42561} | |
| {"mode": "train", "epoch": 53, "iter": 1100, "lr": 0.01809, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.85625, "top5_acc": 0.9925, "loss_cls": 0.71608, "loss": 0.71608, "time": 0.49052} | |
| {"mode": "train", "epoch": 53, "iter": 1200, "lr": 0.01807, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.845, "top5_acc": 0.99188, "loss_cls": 0.7687, "loss": 0.7687, "time": 0.49051} | |
| {"mode": "val", "epoch": 53, "iter": 533, "lr": 0.01806, "top1_acc": 0.80894, "top5_acc": 0.98298, "mean_class_accuracy": 0.74397} | |
| {"mode": "train", "epoch": 54, "iter": 100, "lr": 0.01804, "memory": 4083, "data_time": 0.19324, "top1_acc": 0.86062, "top5_acc": 0.99312, "loss_cls": 0.65291, "loss": 0.65291, "time": 0.79582} | |
| {"mode": "train", "epoch": 54, "iter": 200, "lr": 0.01802, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.85562, "top5_acc": 0.99562, "loss_cls": 0.68262, "loss": 0.68262, "time": 0.49113} | |
| {"mode": "train", "epoch": 54, "iter": 300, "lr": 0.018, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.88312, "top5_acc": 0.99562, "loss_cls": 0.58312, "loss": 0.58312, "time": 0.49437} | |
| {"mode": "train", "epoch": 54, "iter": 400, "lr": 0.01798, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.87875, "top5_acc": 0.99562, "loss_cls": 0.60488, "loss": 0.60488, "time": 0.49366} | |
| {"mode": "train", "epoch": 54, "iter": 500, "lr": 0.01797, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.8625, "top5_acc": 0.99312, "loss_cls": 0.68172, "loss": 0.68172, "time": 0.48396} | |
| {"mode": "train", "epoch": 54, "iter": 600, "lr": 0.01795, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.875, "top5_acc": 0.99312, "loss_cls": 0.6636, "loss": 0.6636, "time": 0.48969} | |
| {"mode": "train", "epoch": 54, "iter": 700, "lr": 0.01793, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.86312, "top5_acc": 0.99625, "loss_cls": 0.64983, "loss": 0.64983, "time": 0.42604} | |
| {"mode": "train", "epoch": 54, "iter": 800, "lr": 0.01791, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.89312, "top5_acc": 0.99688, "loss_cls": 0.567, "loss": 0.567, "time": 0.45015} | |
| {"mode": "train", "epoch": 54, "iter": 900, "lr": 0.01789, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.86625, "top5_acc": 0.99312, "loss_cls": 0.65469, "loss": 0.65469, "time": 0.2866} | |
| {"mode": "train", "epoch": 54, "iter": 1000, "lr": 0.01787, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.8725, "top5_acc": 0.9975, "loss_cls": 0.61627, "loss": 0.61627, "time": 0.41711} | |
| {"mode": "train", "epoch": 54, "iter": 1100, "lr": 0.01786, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.85562, "top5_acc": 0.9925, "loss_cls": 0.67338, "loss": 0.67338, "time": 0.48694} | |
| {"mode": "train", "epoch": 54, "iter": 1200, "lr": 0.01784, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.86812, "top5_acc": 0.99562, "loss_cls": 0.67145, "loss": 0.67145, "time": 0.48868} | |
| {"mode": "val", "epoch": 54, "iter": 533, "lr": 0.01782, "top1_acc": 0.81305, "top5_acc": 0.98709, "mean_class_accuracy": 0.72287} | |
| {"mode": "train", "epoch": 55, "iter": 100, "lr": 0.0178, "memory": 4083, "data_time": 0.19111, "top1_acc": 0.89188, "top5_acc": 0.995, "loss_cls": 0.56484, "loss": 0.56484, "time": 0.79965} | |
| {"mode": "train", "epoch": 55, "iter": 200, "lr": 0.01779, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87625, "top5_acc": 0.99688, "loss_cls": 0.6189, "loss": 0.6189, "time": 0.48883} | |
| {"mode": "train", "epoch": 55, "iter": 300, "lr": 0.01777, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.86688, "top5_acc": 0.99375, "loss_cls": 0.64689, "loss": 0.64689, "time": 0.49321} | |
| {"mode": "train", "epoch": 55, "iter": 400, "lr": 0.01775, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.87562, "top5_acc": 0.995, "loss_cls": 0.61755, "loss": 0.61755, "time": 0.49378} | |
| {"mode": "train", "epoch": 55, "iter": 500, "lr": 0.01773, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.86438, "top5_acc": 0.99312, "loss_cls": 0.66168, "loss": 0.66168, "time": 0.48965} | |
| {"mode": "train", "epoch": 55, "iter": 600, "lr": 0.01771, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.855, "top5_acc": 0.995, "loss_cls": 0.68106, "loss": 0.68106, "time": 0.48769} | |
| {"mode": "train", "epoch": 55, "iter": 700, "lr": 0.01769, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87125, "top5_acc": 0.99562, "loss_cls": 0.62454, "loss": 0.62454, "time": 0.43918} | |
| {"mode": "train", "epoch": 55, "iter": 800, "lr": 0.01767, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.87938, "top5_acc": 0.99562, "loss_cls": 0.62775, "loss": 0.62775, "time": 0.41942} | |
| {"mode": "train", "epoch": 55, "iter": 900, "lr": 0.01766, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.875, "top5_acc": 0.99562, "loss_cls": 0.63181, "loss": 0.63181, "time": 0.31754} | |
| {"mode": "train", "epoch": 55, "iter": 1000, "lr": 0.01764, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.86688, "top5_acc": 0.99688, "loss_cls": 0.60526, "loss": 0.60526, "time": 0.40484} | |
| {"mode": "train", "epoch": 55, "iter": 1100, "lr": 0.01762, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.88438, "top5_acc": 0.995, "loss_cls": 0.5782, "loss": 0.5782, "time": 0.49428} | |
| {"mode": "train", "epoch": 55, "iter": 1200, "lr": 0.0176, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.86562, "top5_acc": 0.99812, "loss_cls": 0.62952, "loss": 0.62952, "time": 0.49059} | |
| {"mode": "val", "epoch": 55, "iter": 533, "lr": 0.01758, "top1_acc": 0.82185, "top5_acc": 0.98521, "mean_class_accuracy": 0.75356} | |
| {"mode": "train", "epoch": 56, "iter": 100, "lr": 0.01757, "memory": 4083, "data_time": 0.18237, "top1_acc": 0.88188, "top5_acc": 0.9975, "loss_cls": 0.59802, "loss": 0.59802, "time": 0.78042} | |
| {"mode": "train", "epoch": 56, "iter": 200, "lr": 0.01755, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.88938, "top5_acc": 0.99625, "loss_cls": 0.5676, "loss": 0.5676, "time": 0.4908} | |
| {"mode": "train", "epoch": 56, "iter": 300, "lr": 0.01753, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.88812, "top5_acc": 0.99562, "loss_cls": 0.58276, "loss": 0.58276, "time": 0.49131} | |
| {"mode": "train", "epoch": 56, "iter": 400, "lr": 0.01751, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.87812, "top5_acc": 0.99375, "loss_cls": 0.58996, "loss": 0.58996, "time": 0.49261} | |
| {"mode": "train", "epoch": 56, "iter": 500, "lr": 0.01749, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.88312, "top5_acc": 0.99625, "loss_cls": 0.59756, "loss": 0.59756, "time": 0.49131} | |
| {"mode": "train", "epoch": 56, "iter": 600, "lr": 0.01747, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.87312, "top5_acc": 0.99438, "loss_cls": 0.64688, "loss": 0.64688, "time": 0.49142} | |
| {"mode": "train", "epoch": 56, "iter": 700, "lr": 0.01745, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87938, "top5_acc": 0.99125, "loss_cls": 0.61884, "loss": 0.61884, "time": 0.4601} | |
| {"mode": "train", "epoch": 56, "iter": 800, "lr": 0.01743, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.8825, "top5_acc": 0.99688, "loss_cls": 0.59807, "loss": 0.59807, "time": 0.3595} | |
| {"mode": "train", "epoch": 56, "iter": 900, "lr": 0.01742, "memory": 4083, "data_time": 0.00053, "top1_acc": 0.8725, "top5_acc": 0.99625, "loss_cls": 0.66641, "loss": 0.66641, "time": 0.37583} | |
| {"mode": "train", "epoch": 56, "iter": 1000, "lr": 0.0174, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.85812, "top5_acc": 0.99312, "loss_cls": 0.67068, "loss": 0.67068, "time": 0.36275} | |
| {"mode": "train", "epoch": 56, "iter": 1100, "lr": 0.01738, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.87062, "top5_acc": 0.99688, "loss_cls": 0.6381, "loss": 0.6381, "time": 0.4887} | |
| {"mode": "train", "epoch": 56, "iter": 1200, "lr": 0.01736, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.87375, "top5_acc": 0.99562, "loss_cls": 0.61926, "loss": 0.61926, "time": 0.49161} | |
| {"mode": "val", "epoch": 56, "iter": 533, "lr": 0.01734, "top1_acc": 0.83382, "top5_acc": 0.9885, "mean_class_accuracy": 0.76813} | |
| {"mode": "train", "epoch": 57, "iter": 100, "lr": 0.01733, "memory": 4083, "data_time": 0.19665, "top1_acc": 0.89, "top5_acc": 0.99875, "loss_cls": 0.53059, "loss": 0.53059, "time": 0.79909} | |
| {"mode": "train", "epoch": 57, "iter": 200, "lr": 0.01731, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.89375, "top5_acc": 0.99688, "loss_cls": 0.54844, "loss": 0.54844, "time": 0.49037} | |
| {"mode": "train", "epoch": 57, "iter": 300, "lr": 0.01729, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.88438, "top5_acc": 0.99875, "loss_cls": 0.54082, "loss": 0.54082, "time": 0.48983} | |
| {"mode": "train", "epoch": 57, "iter": 400, "lr": 0.01727, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.88, "top5_acc": 0.99625, "loss_cls": 0.59217, "loss": 0.59217, "time": 0.48944} | |
| {"mode": "train", "epoch": 57, "iter": 500, "lr": 0.01725, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.88, "top5_acc": 0.99438, "loss_cls": 0.61033, "loss": 0.61033, "time": 0.49658} | |
| {"mode": "train", "epoch": 57, "iter": 600, "lr": 0.01723, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.87062, "top5_acc": 0.995, "loss_cls": 0.66564, "loss": 0.66564, "time": 0.49023} | |
| {"mode": "train", "epoch": 57, "iter": 700, "lr": 0.01721, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.88188, "top5_acc": 0.99688, "loss_cls": 0.62787, "loss": 0.62787, "time": 0.48756} | |
| {"mode": "train", "epoch": 57, "iter": 800, "lr": 0.01719, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.88188, "top5_acc": 0.995, "loss_cls": 0.61168, "loss": 0.61168, "time": 0.33014} | |
| {"mode": "train", "epoch": 57, "iter": 900, "lr": 0.01717, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.87812, "top5_acc": 0.99188, "loss_cls": 0.61233, "loss": 0.61233, "time": 0.40719} | |
| {"mode": "train", "epoch": 57, "iter": 1000, "lr": 0.01716, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.88188, "top5_acc": 0.99688, "loss_cls": 0.60563, "loss": 0.60563, "time": 0.36318} | |
| {"mode": "train", "epoch": 57, "iter": 1100, "lr": 0.01714, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87438, "top5_acc": 0.99562, "loss_cls": 0.64203, "loss": 0.64203, "time": 0.48892} | |
| {"mode": "train", "epoch": 57, "iter": 1200, "lr": 0.01712, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.86562, "top5_acc": 0.99812, "loss_cls": 0.64545, "loss": 0.64545, "time": 0.48916} | |
| {"mode": "val", "epoch": 57, "iter": 533, "lr": 0.0171, "top1_acc": 0.8215, "top5_acc": 0.9851, "mean_class_accuracy": 0.74731} | |
| {"mode": "train", "epoch": 58, "iter": 100, "lr": 0.01708, "memory": 4083, "data_time": 0.18719, "top1_acc": 0.89, "top5_acc": 0.99562, "loss_cls": 0.57126, "loss": 0.57126, "time": 0.79034} | |
| {"mode": "train", "epoch": 58, "iter": 200, "lr": 0.01706, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.89, "top5_acc": 0.9975, "loss_cls": 0.54471, "loss": 0.54471, "time": 0.49195} | |
| {"mode": "train", "epoch": 58, "iter": 300, "lr": 0.01704, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.88938, "top5_acc": 0.9975, "loss_cls": 0.55921, "loss": 0.55921, "time": 0.49855} | |
| {"mode": "train", "epoch": 58, "iter": 400, "lr": 0.01703, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8825, "top5_acc": 0.99375, "loss_cls": 0.59189, "loss": 0.59189, "time": 0.4915} | |
| {"mode": "train", "epoch": 58, "iter": 500, "lr": 0.01701, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89, "top5_acc": 0.99688, "loss_cls": 0.57057, "loss": 0.57057, "time": 0.49065} | |
| {"mode": "train", "epoch": 58, "iter": 600, "lr": 0.01699, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.87, "top5_acc": 0.99688, "loss_cls": 0.61612, "loss": 0.61612, "time": 0.4922} | |
| {"mode": "train", "epoch": 58, "iter": 700, "lr": 0.01697, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.86875, "top5_acc": 0.99125, "loss_cls": 0.67356, "loss": 0.67356, "time": 0.48986} | |
| {"mode": "train", "epoch": 58, "iter": 800, "lr": 0.01695, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.87875, "top5_acc": 0.99375, "loss_cls": 0.64975, "loss": 0.64975, "time": 0.31845} | |
| {"mode": "train", "epoch": 58, "iter": 900, "lr": 0.01693, "memory": 4083, "data_time": 0.00052, "top1_acc": 0.87125, "top5_acc": 0.99688, "loss_cls": 0.64858, "loss": 0.64858, "time": 0.42611} | |
| {"mode": "train", "epoch": 58, "iter": 1000, "lr": 0.01691, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.87812, "top5_acc": 0.99438, "loss_cls": 0.61436, "loss": 0.61436, "time": 0.33369} | |
| {"mode": "train", "epoch": 58, "iter": 1100, "lr": 0.01689, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88, "top5_acc": 0.99438, "loss_cls": 0.62253, "loss": 0.62253, "time": 0.4893} | |
| {"mode": "train", "epoch": 58, "iter": 1200, "lr": 0.01687, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.8975, "top5_acc": 0.99438, "loss_cls": 0.5581, "loss": 0.5581, "time": 0.49227} | |
| {"mode": "val", "epoch": 58, "iter": 533, "lr": 0.01686, "top1_acc": 0.76364, "top5_acc": 0.97489, "mean_class_accuracy": 0.71733} | |
| {"mode": "train", "epoch": 59, "iter": 100, "lr": 0.01684, "memory": 4083, "data_time": 0.19984, "top1_acc": 0.89062, "top5_acc": 0.995, "loss_cls": 0.59334, "loss": 0.59334, "time": 0.81245} | |
| {"mode": "train", "epoch": 59, "iter": 200, "lr": 0.01682, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89812, "top5_acc": 0.9975, "loss_cls": 0.54337, "loss": 0.54337, "time": 0.48804} | |
| {"mode": "train", "epoch": 59, "iter": 300, "lr": 0.0168, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.87438, "top5_acc": 0.995, "loss_cls": 0.58661, "loss": 0.58661, "time": 0.49126} | |
| {"mode": "train", "epoch": 59, "iter": 400, "lr": 0.01678, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.865, "top5_acc": 0.9975, "loss_cls": 0.62826, "loss": 0.62826, "time": 0.49298} | |
| {"mode": "train", "epoch": 59, "iter": 500, "lr": 0.01676, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.89375, "top5_acc": 0.99938, "loss_cls": 0.5577, "loss": 0.5577, "time": 0.49099} | |
| {"mode": "train", "epoch": 59, "iter": 600, "lr": 0.01674, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.8875, "top5_acc": 0.995, "loss_cls": 0.56762, "loss": 0.56762, "time": 0.49172} | |
| {"mode": "train", "epoch": 59, "iter": 700, "lr": 0.01672, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.88312, "top5_acc": 0.99688, "loss_cls": 0.58109, "loss": 0.58109, "time": 0.48732} | |
| {"mode": "train", "epoch": 59, "iter": 800, "lr": 0.0167, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.89, "top5_acc": 0.9975, "loss_cls": 0.54464, "loss": 0.54464, "time": 0.30251} | |
| {"mode": "train", "epoch": 59, "iter": 900, "lr": 0.01668, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.87188, "top5_acc": 0.99438, "loss_cls": 0.60918, "loss": 0.60918, "time": 0.44828} | |
| {"mode": "train", "epoch": 59, "iter": 1000, "lr": 0.01667, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.88, "top5_acc": 0.99688, "loss_cls": 0.59601, "loss": 0.59601, "time": 0.3425} | |
| {"mode": "train", "epoch": 59, "iter": 1100, "lr": 0.01665, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.88188, "top5_acc": 0.99562, "loss_cls": 0.59372, "loss": 0.59372, "time": 0.49009} | |
| {"mode": "train", "epoch": 59, "iter": 1200, "lr": 0.01663, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.855, "top5_acc": 0.99562, "loss_cls": 0.67014, "loss": 0.67014, "time": 0.49406} | |
| {"mode": "val", "epoch": 59, "iter": 533, "lr": 0.01661, "top1_acc": 0.82572, "top5_acc": 0.98357, "mean_class_accuracy": 0.74721} | |
| {"mode": "train", "epoch": 60, "iter": 100, "lr": 0.01659, "memory": 4083, "data_time": 0.19296, "top1_acc": 0.87812, "top5_acc": 0.99562, "loss_cls": 0.62605, "loss": 0.62605, "time": 0.78905} | |
| {"mode": "train", "epoch": 60, "iter": 200, "lr": 0.01657, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.89375, "top5_acc": 0.99812, "loss_cls": 0.54904, "loss": 0.54904, "time": 0.48855} | |
| {"mode": "train", "epoch": 60, "iter": 300, "lr": 0.01655, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88812, "top5_acc": 0.995, "loss_cls": 0.54949, "loss": 0.54949, "time": 0.48892} | |
| {"mode": "train", "epoch": 60, "iter": 400, "lr": 0.01653, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89188, "top5_acc": 0.9975, "loss_cls": 0.55435, "loss": 0.55435, "time": 0.4912} | |
| {"mode": "train", "epoch": 60, "iter": 500, "lr": 0.01651, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.88688, "top5_acc": 0.99312, "loss_cls": 0.59142, "loss": 0.59142, "time": 0.4891} | |
| {"mode": "train", "epoch": 60, "iter": 600, "lr": 0.0165, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.86812, "top5_acc": 0.99375, "loss_cls": 0.64112, "loss": 0.64112, "time": 0.48803} | |
| {"mode": "train", "epoch": 60, "iter": 700, "lr": 0.01648, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.88375, "top5_acc": 0.99625, "loss_cls": 0.59883, "loss": 0.59883, "time": 0.49064} | |
| {"mode": "train", "epoch": 60, "iter": 800, "lr": 0.01646, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.88312, "top5_acc": 0.99688, "loss_cls": 0.60776, "loss": 0.60776, "time": 0.29979} | |
| {"mode": "train", "epoch": 60, "iter": 900, "lr": 0.01644, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.87688, "top5_acc": 0.99438, "loss_cls": 0.61469, "loss": 0.61469, "time": 0.46169} | |
| {"mode": "train", "epoch": 60, "iter": 1000, "lr": 0.01642, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.89125, "top5_acc": 0.99875, "loss_cls": 0.55563, "loss": 0.55563, "time": 0.33688} | |
| {"mode": "train", "epoch": 60, "iter": 1100, "lr": 0.0164, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.88188, "top5_acc": 0.995, "loss_cls": 0.61502, "loss": 0.61502, "time": 0.49088} | |
| {"mode": "train", "epoch": 60, "iter": 1200, "lr": 0.01638, "memory": 4083, "data_time": 0.00051, "top1_acc": 0.8875, "top5_acc": 0.99562, "loss_cls": 0.57002, "loss": 0.57002, "time": 0.49123} | |
| {"mode": "val", "epoch": 60, "iter": 533, "lr": 0.01636, "top1_acc": 0.80765, "top5_acc": 0.98779, "mean_class_accuracy": 0.73744} | |
| {"mode": "train", "epoch": 61, "iter": 100, "lr": 0.01634, "memory": 4083, "data_time": 0.19748, "top1_acc": 0.89812, "top5_acc": 0.99625, "loss_cls": 0.54084, "loss": 0.54084, "time": 0.78761} | |
| {"mode": "train", "epoch": 61, "iter": 200, "lr": 0.01632, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89312, "top5_acc": 0.9975, "loss_cls": 0.51973, "loss": 0.51973, "time": 0.49542} | |
| {"mode": "train", "epoch": 61, "iter": 300, "lr": 0.0163, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89312, "top5_acc": 0.99812, "loss_cls": 0.50805, "loss": 0.50805, "time": 0.48673} | |
| {"mode": "train", "epoch": 61, "iter": 400, "lr": 0.01629, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88312, "top5_acc": 0.99688, "loss_cls": 0.58703, "loss": 0.58703, "time": 0.48842} | |
| {"mode": "train", "epoch": 61, "iter": 500, "lr": 0.01627, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.87875, "top5_acc": 0.99625, "loss_cls": 0.59663, "loss": 0.59663, "time": 0.48647} | |
| {"mode": "train", "epoch": 61, "iter": 600, "lr": 0.01625, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.89438, "top5_acc": 0.99375, "loss_cls": 0.56331, "loss": 0.56331, "time": 0.48739} | |
| {"mode": "train", "epoch": 61, "iter": 700, "lr": 0.01623, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.89312, "top5_acc": 0.99562, "loss_cls": 0.56514, "loss": 0.56514, "time": 0.49444} | |
| {"mode": "train", "epoch": 61, "iter": 800, "lr": 0.01621, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.87438, "top5_acc": 0.995, "loss_cls": 0.61176, "loss": 0.61176, "time": 0.3042} | |
| {"mode": "train", "epoch": 61, "iter": 900, "lr": 0.01619, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.88062, "top5_acc": 0.99688, "loss_cls": 0.60107, "loss": 0.60107, "time": 0.45547} | |
| {"mode": "train", "epoch": 61, "iter": 1000, "lr": 0.01617, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.85062, "top5_acc": 0.99312, "loss_cls": 0.691, "loss": 0.691, "time": 0.32725} | |
| {"mode": "train", "epoch": 61, "iter": 1100, "lr": 0.01615, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.90125, "top5_acc": 0.99812, "loss_cls": 0.53707, "loss": 0.53707, "time": 0.49019} | |
| {"mode": "train", "epoch": 61, "iter": 1200, "lr": 0.01613, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.89562, "top5_acc": 0.9975, "loss_cls": 0.54204, "loss": 0.54204, "time": 0.49032} | |
| {"mode": "val", "epoch": 61, "iter": 533, "lr": 0.01611, "top1_acc": 0.81927, "top5_acc": 0.9865, "mean_class_accuracy": 0.74743} | |
| {"mode": "train", "epoch": 62, "iter": 100, "lr": 0.01609, "memory": 4083, "data_time": 0.19003, "top1_acc": 0.88688, "top5_acc": 0.99625, "loss_cls": 0.57208, "loss": 0.57208, "time": 0.79273} | |
| {"mode": "train", "epoch": 62, "iter": 200, "lr": 0.01607, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.92438, "top5_acc": 0.99938, "loss_cls": 0.42148, "loss": 0.42148, "time": 0.48909} | |
| {"mode": "train", "epoch": 62, "iter": 300, "lr": 0.01605, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.89812, "top5_acc": 0.9975, "loss_cls": 0.54765, "loss": 0.54765, "time": 0.4929} | |
| {"mode": "train", "epoch": 62, "iter": 400, "lr": 0.01603, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.89188, "top5_acc": 0.99688, "loss_cls": 0.56001, "loss": 0.56001, "time": 0.49472} | |
| {"mode": "train", "epoch": 62, "iter": 500, "lr": 0.01602, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.89188, "top5_acc": 0.9975, "loss_cls": 0.56229, "loss": 0.56229, "time": 0.49015} | |
| {"mode": "train", "epoch": 62, "iter": 600, "lr": 0.016, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87625, "top5_acc": 0.995, "loss_cls": 0.61688, "loss": 0.61688, "time": 0.49099} | |
| {"mode": "train", "epoch": 62, "iter": 700, "lr": 0.01598, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.88875, "top5_acc": 0.99125, "loss_cls": 0.57957, "loss": 0.57957, "time": 0.48969} | |
| {"mode": "train", "epoch": 62, "iter": 800, "lr": 0.01596, "memory": 4083, "data_time": 0.00071, "top1_acc": 0.8975, "top5_acc": 0.99562, "loss_cls": 0.54565, "loss": 0.54565, "time": 0.2864} | |
| {"mode": "train", "epoch": 62, "iter": 900, "lr": 0.01594, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.87938, "top5_acc": 0.9975, "loss_cls": 0.60663, "loss": 0.60663, "time": 0.4832} | |
| {"mode": "train", "epoch": 62, "iter": 1000, "lr": 0.01592, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.87438, "top5_acc": 0.99562, "loss_cls": 0.62851, "loss": 0.62851, "time": 0.30787} | |
| {"mode": "train", "epoch": 62, "iter": 1100, "lr": 0.0159, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.8675, "top5_acc": 0.995, "loss_cls": 0.63557, "loss": 0.63557, "time": 0.49176} | |
| {"mode": "train", "epoch": 62, "iter": 1200, "lr": 0.01588, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.87938, "top5_acc": 0.99562, "loss_cls": 0.5934, "loss": 0.5934, "time": 0.49271} | |
| {"mode": "val", "epoch": 62, "iter": 533, "lr": 0.01586, "top1_acc": 0.84333, "top5_acc": 0.99061, "mean_class_accuracy": 0.78014} | |
| {"mode": "train", "epoch": 63, "iter": 100, "lr": 0.01584, "memory": 4083, "data_time": 0.19592, "top1_acc": 0.9125, "top5_acc": 0.99875, "loss_cls": 0.51097, "loss": 0.51097, "time": 0.80323} | |
| {"mode": "train", "epoch": 63, "iter": 200, "lr": 0.01582, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.90812, "top5_acc": 0.99438, "loss_cls": 0.49262, "loss": 0.49262, "time": 0.49367} | |
| {"mode": "train", "epoch": 63, "iter": 300, "lr": 0.0158, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.90562, "top5_acc": 0.99875, "loss_cls": 0.46244, "loss": 0.46244, "time": 0.49226} | |
| {"mode": "train", "epoch": 63, "iter": 400, "lr": 0.01578, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.88562, "top5_acc": 0.99812, "loss_cls": 0.54771, "loss": 0.54771, "time": 0.49002} | |
| {"mode": "train", "epoch": 63, "iter": 500, "lr": 0.01576, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.9125, "top5_acc": 0.99562, "loss_cls": 0.49517, "loss": 0.49517, "time": 0.49021} | |
| {"mode": "train", "epoch": 63, "iter": 600, "lr": 0.01574, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.87938, "top5_acc": 0.99688, "loss_cls": 0.58632, "loss": 0.58632, "time": 0.49048} | |
| {"mode": "train", "epoch": 63, "iter": 700, "lr": 0.01572, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.8875, "top5_acc": 0.99562, "loss_cls": 0.57782, "loss": 0.57782, "time": 0.48942} | |
| {"mode": "train", "epoch": 63, "iter": 800, "lr": 0.0157, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.87562, "top5_acc": 0.99125, "loss_cls": 0.63241, "loss": 0.63241, "time": 0.29729} | |
| {"mode": "train", "epoch": 63, "iter": 900, "lr": 0.01568, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.88812, "top5_acc": 0.99688, "loss_cls": 0.57142, "loss": 0.57142, "time": 0.48343} | |
| {"mode": "train", "epoch": 63, "iter": 1000, "lr": 0.01566, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.87312, "top5_acc": 0.9925, "loss_cls": 0.60533, "loss": 0.60533, "time": 0.32025} | |
| {"mode": "train", "epoch": 63, "iter": 1100, "lr": 0.01564, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.8975, "top5_acc": 0.99812, "loss_cls": 0.52916, "loss": 0.52916, "time": 0.49259} | |
| {"mode": "train", "epoch": 63, "iter": 1200, "lr": 0.01562, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.89188, "top5_acc": 0.99625, "loss_cls": 0.5583, "loss": 0.5583, "time": 0.49199} | |
| {"mode": "val", "epoch": 63, "iter": 533, "lr": 0.01561, "top1_acc": 0.80472, "top5_acc": 0.98744, "mean_class_accuracy": 0.74203} | |
| {"mode": "train", "epoch": 64, "iter": 100, "lr": 0.01559, "memory": 4083, "data_time": 0.1869, "top1_acc": 0.88875, "top5_acc": 0.99812, "loss_cls": 0.56759, "loss": 0.56759, "time": 0.80213} | |
| {"mode": "train", "epoch": 64, "iter": 200, "lr": 0.01557, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89625, "top5_acc": 0.99562, "loss_cls": 0.5527, "loss": 0.5527, "time": 0.4932} | |
| {"mode": "train", "epoch": 64, "iter": 300, "lr": 0.01555, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.91125, "top5_acc": 1.0, "loss_cls": 0.46235, "loss": 0.46235, "time": 0.492} | |
| {"mode": "train", "epoch": 64, "iter": 400, "lr": 0.01553, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.89188, "top5_acc": 0.9975, "loss_cls": 0.53959, "loss": 0.53959, "time": 0.49006} | |
| {"mode": "train", "epoch": 64, "iter": 500, "lr": 0.01551, "memory": 4083, "data_time": 0.00058, "top1_acc": 0.8925, "top5_acc": 0.99688, "loss_cls": 0.55305, "loss": 0.55305, "time": 0.49036} | |
| {"mode": "train", "epoch": 64, "iter": 600, "lr": 0.01549, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.86938, "top5_acc": 0.99812, "loss_cls": 0.5936, "loss": 0.5936, "time": 0.49114} | |
| {"mode": "train", "epoch": 64, "iter": 700, "lr": 0.01547, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.88062, "top5_acc": 0.99625, "loss_cls": 0.59722, "loss": 0.59722, "time": 0.49409} | |
| {"mode": "train", "epoch": 64, "iter": 800, "lr": 0.01545, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.89188, "top5_acc": 0.99625, "loss_cls": 0.54588, "loss": 0.54588, "time": 0.30318} | |
| {"mode": "train", "epoch": 64, "iter": 900, "lr": 0.01543, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89, "top5_acc": 0.99375, "loss_cls": 0.5712, "loss": 0.5712, "time": 0.45763} | |
| {"mode": "train", "epoch": 64, "iter": 1000, "lr": 0.01541, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.885, "top5_acc": 0.9975, "loss_cls": 0.57526, "loss": 0.57526, "time": 0.328} | |
| {"mode": "train", "epoch": 64, "iter": 1100, "lr": 0.01539, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.90562, "top5_acc": 0.99625, "loss_cls": 0.51564, "loss": 0.51564, "time": 0.48951} | |
| {"mode": "train", "epoch": 64, "iter": 1200, "lr": 0.01537, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.89, "top5_acc": 0.99625, "loss_cls": 0.53803, "loss": 0.53803, "time": 0.49267} | |
| {"mode": "val", "epoch": 64, "iter": 533, "lr": 0.01535, "top1_acc": 0.83406, "top5_acc": 0.98826, "mean_class_accuracy": 0.77721} | |
| {"mode": "train", "epoch": 65, "iter": 100, "lr": 0.01533, "memory": 4083, "data_time": 0.19206, "top1_acc": 0.89875, "top5_acc": 0.99562, "loss_cls": 0.51959, "loss": 0.51959, "time": 0.80004} | |
| {"mode": "train", "epoch": 65, "iter": 200, "lr": 0.01531, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.90375, "top5_acc": 0.995, "loss_cls": 0.53521, "loss": 0.53521, "time": 0.49545} | |
| {"mode": "train", "epoch": 65, "iter": 300, "lr": 0.01529, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.88875, "top5_acc": 0.99688, "loss_cls": 0.54819, "loss": 0.54819, "time": 0.49111} | |
| {"mode": "train", "epoch": 65, "iter": 400, "lr": 0.01527, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.9025, "top5_acc": 0.99625, "loss_cls": 0.51495, "loss": 0.51495, "time": 0.49277} | |
| {"mode": "train", "epoch": 65, "iter": 500, "lr": 0.01526, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.89312, "top5_acc": 0.99375, "loss_cls": 0.5685, "loss": 0.5685, "time": 0.49247} | |
| {"mode": "train", "epoch": 65, "iter": 600, "lr": 0.01524, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.89, "top5_acc": 0.99625, "loss_cls": 0.57163, "loss": 0.57163, "time": 0.48888} | |
| {"mode": "train", "epoch": 65, "iter": 700, "lr": 0.01522, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.89438, "top5_acc": 0.9975, "loss_cls": 0.55345, "loss": 0.55345, "time": 0.49117} | |
| {"mode": "train", "epoch": 65, "iter": 800, "lr": 0.0152, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.88938, "top5_acc": 0.99688, "loss_cls": 0.5755, "loss": 0.5755, "time": 0.30497} | |
| {"mode": "train", "epoch": 65, "iter": 900, "lr": 0.01518, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.89812, "top5_acc": 0.99688, "loss_cls": 0.51471, "loss": 0.51471, "time": 0.4533} | |
| {"mode": "train", "epoch": 65, "iter": 1000, "lr": 0.01516, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.88188, "top5_acc": 0.99438, "loss_cls": 0.58843, "loss": 0.58843, "time": 0.33681} | |
| {"mode": "train", "epoch": 65, "iter": 1100, "lr": 0.01514, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.88562, "top5_acc": 0.99625, "loss_cls": 0.57746, "loss": 0.57746, "time": 0.49221} | |
| {"mode": "train", "epoch": 65, "iter": 1200, "lr": 0.01512, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.8925, "top5_acc": 0.99562, "loss_cls": 0.56706, "loss": 0.56706, "time": 0.49526} | |
| {"mode": "val", "epoch": 65, "iter": 533, "lr": 0.0151, "top1_acc": 0.85072, "top5_acc": 0.99143, "mean_class_accuracy": 0.79505} | |
| {"mode": "train", "epoch": 66, "iter": 100, "lr": 0.01508, "memory": 4083, "data_time": 0.1915, "top1_acc": 0.90562, "top5_acc": 0.99938, "loss_cls": 0.46978, "loss": 0.46978, "time": 0.78892} | |
| {"mode": "train", "epoch": 66, "iter": 200, "lr": 0.01506, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8875, "top5_acc": 0.995, "loss_cls": 0.55251, "loss": 0.55251, "time": 0.48938} | |
| {"mode": "train", "epoch": 66, "iter": 300, "lr": 0.01504, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9, "top5_acc": 0.99875, "loss_cls": 0.5012, "loss": 0.5012, "time": 0.49326} | |
| {"mode": "train", "epoch": 66, "iter": 400, "lr": 0.01502, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.89312, "top5_acc": 0.99812, "loss_cls": 0.52449, "loss": 0.52449, "time": 0.49587} | |
| {"mode": "train", "epoch": 66, "iter": 500, "lr": 0.015, "memory": 4083, "data_time": 0.00049, "top1_acc": 0.88062, "top5_acc": 0.99625, "loss_cls": 0.557, "loss": 0.557, "time": 0.48474} | |
| {"mode": "train", "epoch": 66, "iter": 600, "lr": 0.01498, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.90062, "top5_acc": 0.99438, "loss_cls": 0.53693, "loss": 0.53693, "time": 0.49094} | |
| {"mode": "train", "epoch": 66, "iter": 700, "lr": 0.01496, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.90188, "top5_acc": 0.995, "loss_cls": 0.50944, "loss": 0.50944, "time": 0.49647} | |
| {"mode": "train", "epoch": 66, "iter": 800, "lr": 0.01494, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.90562, "top5_acc": 0.99562, "loss_cls": 0.50531, "loss": 0.50531, "time": 0.28709} | |
| {"mode": "train", "epoch": 66, "iter": 900, "lr": 0.01492, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.88312, "top5_acc": 0.9925, "loss_cls": 0.61142, "loss": 0.61142, "time": 0.47143} | |
| {"mode": "train", "epoch": 66, "iter": 1000, "lr": 0.0149, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8975, "top5_acc": 0.99438, "loss_cls": 0.55957, "loss": 0.55957, "time": 0.32827} | |
| {"mode": "train", "epoch": 66, "iter": 1100, "lr": 0.01488, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.88812, "top5_acc": 0.99688, "loss_cls": 0.58669, "loss": 0.58669, "time": 0.49171} | |
| {"mode": "train", "epoch": 66, "iter": 1200, "lr": 0.01486, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.89812, "top5_acc": 0.99562, "loss_cls": 0.54467, "loss": 0.54467, "time": 0.49078} | |
| {"mode": "val", "epoch": 66, "iter": 533, "lr": 0.01484, "top1_acc": 0.85835, "top5_acc": 0.99155, "mean_class_accuracy": 0.79287} | |
| {"mode": "train", "epoch": 67, "iter": 100, "lr": 0.01482, "memory": 4083, "data_time": 0.19097, "top1_acc": 0.90562, "top5_acc": 0.99875, "loss_cls": 0.48476, "loss": 0.48476, "time": 0.78191} | |
| {"mode": "train", "epoch": 67, "iter": 200, "lr": 0.0148, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.90875, "top5_acc": 0.9975, "loss_cls": 0.47939, "loss": 0.47939, "time": 0.4924} | |
| {"mode": "train", "epoch": 67, "iter": 300, "lr": 0.01478, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8925, "top5_acc": 0.99812, "loss_cls": 0.52982, "loss": 0.52982, "time": 0.48833} | |
| {"mode": "train", "epoch": 67, "iter": 400, "lr": 0.01476, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.89, "top5_acc": 0.99688, "loss_cls": 0.54548, "loss": 0.54548, "time": 0.48742} | |
| {"mode": "train", "epoch": 67, "iter": 500, "lr": 0.01474, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.88875, "top5_acc": 0.99688, "loss_cls": 0.5599, "loss": 0.5599, "time": 0.49164} | |
| {"mode": "train", "epoch": 67, "iter": 600, "lr": 0.01472, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.88312, "top5_acc": 0.995, "loss_cls": 0.58116, "loss": 0.58116, "time": 0.48857} | |
| {"mode": "train", "epoch": 67, "iter": 700, "lr": 0.0147, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.91688, "top5_acc": 0.99875, "loss_cls": 0.44666, "loss": 0.44666, "time": 0.49408} | |
| {"mode": "train", "epoch": 67, "iter": 800, "lr": 0.01468, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89625, "top5_acc": 0.99688, "loss_cls": 0.52882, "loss": 0.52882, "time": 0.26822} | |
| {"mode": "train", "epoch": 67, "iter": 900, "lr": 0.01466, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.88875, "top5_acc": 0.99625, "loss_cls": 0.55682, "loss": 0.55682, "time": 0.50993} | |
| {"mode": "train", "epoch": 67, "iter": 1000, "lr": 0.01464, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.89188, "top5_acc": 0.99812, "loss_cls": 0.54507, "loss": 0.54507, "time": 0.29488} | |
| {"mode": "train", "epoch": 67, "iter": 1100, "lr": 0.01462, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.90438, "top5_acc": 0.99625, "loss_cls": 0.48014, "loss": 0.48014, "time": 0.4845} | |
| {"mode": "train", "epoch": 67, "iter": 1200, "lr": 0.0146, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.88625, "top5_acc": 0.99562, "loss_cls": 0.58222, "loss": 0.58222, "time": 0.49028} | |
| {"mode": "val", "epoch": 67, "iter": 533, "lr": 0.01458, "top1_acc": 0.8411, "top5_acc": 0.98803, "mean_class_accuracy": 0.77039} | |
| {"mode": "train", "epoch": 68, "iter": 100, "lr": 0.01456, "memory": 4083, "data_time": 0.19234, "top1_acc": 0.905, "top5_acc": 0.9975, "loss_cls": 0.47539, "loss": 0.47539, "time": 0.79282} | |
| {"mode": "train", "epoch": 68, "iter": 200, "lr": 0.01454, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.91812, "top5_acc": 0.99812, "loss_cls": 0.43631, "loss": 0.43631, "time": 0.48937} | |
| {"mode": "train", "epoch": 68, "iter": 300, "lr": 0.01452, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.90938, "top5_acc": 0.99562, "loss_cls": 0.50248, "loss": 0.50248, "time": 0.49122} | |
| {"mode": "train", "epoch": 68, "iter": 400, "lr": 0.0145, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.90438, "top5_acc": 0.9975, "loss_cls": 0.48835, "loss": 0.48835, "time": 0.49714} | |
| {"mode": "train", "epoch": 68, "iter": 500, "lr": 0.01448, "memory": 4083, "data_time": 0.00053, "top1_acc": 0.88875, "top5_acc": 0.99562, "loss_cls": 0.58084, "loss": 0.58084, "time": 0.49306} | |
| {"mode": "train", "epoch": 68, "iter": 600, "lr": 0.01446, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9225, "top5_acc": 0.995, "loss_cls": 0.43637, "loss": 0.43637, "time": 0.49086} | |
| {"mode": "train", "epoch": 68, "iter": 700, "lr": 0.01444, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.88938, "top5_acc": 0.99562, "loss_cls": 0.54477, "loss": 0.54477, "time": 0.49031} | |
| {"mode": "train", "epoch": 68, "iter": 800, "lr": 0.01442, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.90125, "top5_acc": 0.99875, "loss_cls": 0.5242, "loss": 0.5242, "time": 0.29177} | |
| {"mode": "train", "epoch": 68, "iter": 900, "lr": 0.0144, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.895, "top5_acc": 0.9975, "loss_cls": 0.54245, "loss": 0.54245, "time": 0.51046} | |
| {"mode": "train", "epoch": 68, "iter": 1000, "lr": 0.01438, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.89, "top5_acc": 0.99688, "loss_cls": 0.54671, "loss": 0.54671, "time": 0.28581} | |
| {"mode": "train", "epoch": 68, "iter": 1100, "lr": 0.01436, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.89562, "top5_acc": 0.99625, "loss_cls": 0.55935, "loss": 0.55935, "time": 0.48705} | |
| {"mode": "train", "epoch": 68, "iter": 1200, "lr": 0.01434, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.86688, "top5_acc": 0.99625, "loss_cls": 0.63252, "loss": 0.63252, "time": 0.49} | |
| {"mode": "val", "epoch": 68, "iter": 533, "lr": 0.01433, "top1_acc": 0.84591, "top5_acc": 0.9885, "mean_class_accuracy": 0.78609} | |
| {"mode": "train", "epoch": 69, "iter": 100, "lr": 0.01431, "memory": 4083, "data_time": 0.19069, "top1_acc": 0.93, "top5_acc": 0.99688, "loss_cls": 0.40978, "loss": 0.40978, "time": 0.80651} | |
| {"mode": "train", "epoch": 69, "iter": 200, "lr": 0.01429, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.91125, "top5_acc": 0.99812, "loss_cls": 0.46028, "loss": 0.46028, "time": 0.49093} | |
| {"mode": "train", "epoch": 69, "iter": 300, "lr": 0.01427, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.905, "top5_acc": 0.99688, "loss_cls": 0.51739, "loss": 0.51739, "time": 0.49656} | |
| {"mode": "train", "epoch": 69, "iter": 400, "lr": 0.01425, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.88562, "top5_acc": 0.99562, "loss_cls": 0.57545, "loss": 0.57545, "time": 0.4867} | |
| {"mode": "train", "epoch": 69, "iter": 500, "lr": 0.01423, "memory": 4083, "data_time": 0.00046, "top1_acc": 0.89438, "top5_acc": 0.9975, "loss_cls": 0.52384, "loss": 0.52384, "time": 0.48431} | |
| {"mode": "train", "epoch": 69, "iter": 600, "lr": 0.0142, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.90125, "top5_acc": 0.99625, "loss_cls": 0.52664, "loss": 0.52664, "time": 0.48797} | |
| {"mode": "train", "epoch": 69, "iter": 700, "lr": 0.01418, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.90812, "top5_acc": 0.9975, "loss_cls": 0.48666, "loss": 0.48666, "time": 0.49072} | |
| {"mode": "train", "epoch": 69, "iter": 800, "lr": 0.01416, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.90562, "top5_acc": 0.99875, "loss_cls": 0.48936, "loss": 0.48936, "time": 0.28679} | |
| {"mode": "train", "epoch": 69, "iter": 900, "lr": 0.01414, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.88125, "top5_acc": 0.9925, "loss_cls": 0.58217, "loss": 0.58217, "time": 0.51323} | |
| {"mode": "train", "epoch": 69, "iter": 1000, "lr": 0.01412, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89625, "top5_acc": 0.99688, "loss_cls": 0.52753, "loss": 0.52753, "time": 0.29811} | |
| {"mode": "train", "epoch": 69, "iter": 1100, "lr": 0.0141, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89, "top5_acc": 0.99812, "loss_cls": 0.56376, "loss": 0.56376, "time": 0.4913} | |
| {"mode": "train", "epoch": 69, "iter": 1200, "lr": 0.01408, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.89562, "top5_acc": 0.99625, "loss_cls": 0.52437, "loss": 0.52437, "time": 0.49298} | |
| {"mode": "val", "epoch": 69, "iter": 533, "lr": 0.01407, "top1_acc": 0.82948, "top5_acc": 0.98862, "mean_class_accuracy": 0.77158} | |
| {"mode": "train", "epoch": 70, "iter": 100, "lr": 0.01405, "memory": 4083, "data_time": 0.19415, "top1_acc": 0.9175, "top5_acc": 0.9975, "loss_cls": 0.45893, "loss": 0.45893, "time": 0.79831} | |
| {"mode": "train", "epoch": 70, "iter": 200, "lr": 0.01403, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91688, "top5_acc": 0.9975, "loss_cls": 0.44042, "loss": 0.44042, "time": 0.48733} | |
| {"mode": "train", "epoch": 70, "iter": 300, "lr": 0.01401, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89188, "top5_acc": 0.9975, "loss_cls": 0.53618, "loss": 0.53618, "time": 0.49572} | |
| {"mode": "train", "epoch": 70, "iter": 400, "lr": 0.01399, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.915, "top5_acc": 0.99938, "loss_cls": 0.45446, "loss": 0.45446, "time": 0.49464} | |
| {"mode": "train", "epoch": 70, "iter": 500, "lr": 0.01397, "memory": 4083, "data_time": 0.00078, "top1_acc": 0.89125, "top5_acc": 0.99812, "loss_cls": 0.50095, "loss": 0.50095, "time": 0.48707} | |
| {"mode": "train", "epoch": 70, "iter": 600, "lr": 0.01395, "memory": 4083, "data_time": 0.00051, "top1_acc": 0.89438, "top5_acc": 0.995, "loss_cls": 0.54939, "loss": 0.54939, "time": 0.48918} | |
| {"mode": "train", "epoch": 70, "iter": 700, "lr": 0.01392, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.90188, "top5_acc": 0.99125, "loss_cls": 0.52902, "loss": 0.52902, "time": 0.49016} | |
| {"mode": "train", "epoch": 70, "iter": 800, "lr": 0.0139, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.88938, "top5_acc": 0.99562, "loss_cls": 0.54371, "loss": 0.54371, "time": 0.28974} | |
| {"mode": "train", "epoch": 70, "iter": 900, "lr": 0.01388, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.88625, "top5_acc": 0.9975, "loss_cls": 0.54381, "loss": 0.54381, "time": 0.51241} | |
| {"mode": "train", "epoch": 70, "iter": 1000, "lr": 0.01386, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.885, "top5_acc": 0.9975, "loss_cls": 0.5555, "loss": 0.5555, "time": 0.30022} | |
| {"mode": "train", "epoch": 70, "iter": 1100, "lr": 0.01384, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.89938, "top5_acc": 0.9975, "loss_cls": 0.50357, "loss": 0.50357, "time": 0.49394} | |
| {"mode": "train", "epoch": 70, "iter": 1200, "lr": 0.01382, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.9, "top5_acc": 0.99688, "loss_cls": 0.5093, "loss": 0.5093, "time": 0.49167} | |
| {"mode": "val", "epoch": 70, "iter": 533, "lr": 0.01381, "top1_acc": 0.84767, "top5_acc": 0.99096, "mean_class_accuracy": 0.79247} | |
| {"mode": "train", "epoch": 71, "iter": 100, "lr": 0.01379, "memory": 4083, "data_time": 0.19336, "top1_acc": 0.915, "top5_acc": 0.99938, "loss_cls": 0.45779, "loss": 0.45779, "time": 0.7891} | |
| {"mode": "train", "epoch": 71, "iter": 200, "lr": 0.01377, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.91, "top5_acc": 0.9975, "loss_cls": 0.44755, "loss": 0.44755, "time": 0.49251} | |
| {"mode": "train", "epoch": 71, "iter": 300, "lr": 0.01375, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9125, "top5_acc": 0.99938, "loss_cls": 0.4695, "loss": 0.4695, "time": 0.492} | |
| {"mode": "train", "epoch": 71, "iter": 400, "lr": 0.01373, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.89875, "top5_acc": 0.99688, "loss_cls": 0.52467, "loss": 0.52467, "time": 0.48864} | |
| {"mode": "train", "epoch": 71, "iter": 500, "lr": 0.01371, "memory": 4083, "data_time": 0.00075, "top1_acc": 0.89812, "top5_acc": 0.99625, "loss_cls": 0.52047, "loss": 0.52047, "time": 0.49036} | |
| {"mode": "train", "epoch": 71, "iter": 600, "lr": 0.01368, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.91625, "top5_acc": 0.99875, "loss_cls": 0.43872, "loss": 0.43872, "time": 0.49238} | |
| {"mode": "train", "epoch": 71, "iter": 700, "lr": 0.01366, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9, "top5_acc": 0.99625, "loss_cls": 0.51656, "loss": 0.51656, "time": 0.49163} | |
| {"mode": "train", "epoch": 71, "iter": 800, "lr": 0.01364, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.89562, "top5_acc": 0.99625, "loss_cls": 0.53334, "loss": 0.53334, "time": 0.28057} | |
| {"mode": "train", "epoch": 71, "iter": 900, "lr": 0.01362, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.90625, "top5_acc": 0.99875, "loss_cls": 0.51129, "loss": 0.51129, "time": 0.51024} | |
| {"mode": "train", "epoch": 71, "iter": 1000, "lr": 0.0136, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.91312, "top5_acc": 0.99812, "loss_cls": 0.46366, "loss": 0.46366, "time": 0.30414} | |
| {"mode": "train", "epoch": 71, "iter": 1100, "lr": 0.01358, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89562, "top5_acc": 0.99812, "loss_cls": 0.52972, "loss": 0.52972, "time": 0.49215} | |
| {"mode": "train", "epoch": 71, "iter": 1200, "lr": 0.01356, "memory": 4083, "data_time": 0.00047, "top1_acc": 0.90062, "top5_acc": 0.995, "loss_cls": 0.51467, "loss": 0.51467, "time": 0.48878} | |
| {"mode": "val", "epoch": 71, "iter": 533, "lr": 0.01355, "top1_acc": 0.83828, "top5_acc": 0.99214, "mean_class_accuracy": 0.78165} | |
| {"mode": "train", "epoch": 72, "iter": 100, "lr": 0.01353, "memory": 4083, "data_time": 0.18951, "top1_acc": 0.92125, "top5_acc": 0.99875, "loss_cls": 0.44558, "loss": 0.44558, "time": 0.77846} | |
| {"mode": "train", "epoch": 72, "iter": 200, "lr": 0.01351, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.91438, "top5_acc": 0.99938, "loss_cls": 0.44581, "loss": 0.44581, "time": 0.49147} | |
| {"mode": "train", "epoch": 72, "iter": 300, "lr": 0.01349, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.90438, "top5_acc": 0.99875, "loss_cls": 0.46539, "loss": 0.46539, "time": 0.49058} | |
| {"mode": "train", "epoch": 72, "iter": 400, "lr": 0.01346, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.92, "top5_acc": 0.99812, "loss_cls": 0.45549, "loss": 0.45549, "time": 0.49092} | |
| {"mode": "train", "epoch": 72, "iter": 500, "lr": 0.01344, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.91125, "top5_acc": 0.99812, "loss_cls": 0.46549, "loss": 0.46549, "time": 0.48982} | |
| {"mode": "train", "epoch": 72, "iter": 600, "lr": 0.01342, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.9025, "top5_acc": 0.99688, "loss_cls": 0.48256, "loss": 0.48256, "time": 0.48846} | |
| {"mode": "train", "epoch": 72, "iter": 700, "lr": 0.0134, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.90062, "top5_acc": 0.99938, "loss_cls": 0.48375, "loss": 0.48375, "time": 0.49323} | |
| {"mode": "train", "epoch": 72, "iter": 800, "lr": 0.01338, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.8925, "top5_acc": 0.9975, "loss_cls": 0.55273, "loss": 0.55273, "time": 0.2866} | |
| {"mode": "train", "epoch": 72, "iter": 900, "lr": 0.01336, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.90062, "top5_acc": 0.99812, "loss_cls": 0.4946, "loss": 0.4946, "time": 0.51241} | |
| {"mode": "train", "epoch": 72, "iter": 1000, "lr": 0.01334, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.90312, "top5_acc": 0.99688, "loss_cls": 0.50993, "loss": 0.50993, "time": 0.28422} | |
| {"mode": "train", "epoch": 72, "iter": 1100, "lr": 0.01332, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89, "top5_acc": 0.99688, "loss_cls": 0.53622, "loss": 0.53622, "time": 0.49107} | |
| {"mode": "train", "epoch": 72, "iter": 1200, "lr": 0.0133, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.89438, "top5_acc": 0.99625, "loss_cls": 0.5037, "loss": 0.5037, "time": 0.49219} | |
| {"mode": "val", "epoch": 72, "iter": 533, "lr": 0.01329, "top1_acc": 0.83558, "top5_acc": 0.98873, "mean_class_accuracy": 0.76344} | |
| {"mode": "train", "epoch": 73, "iter": 100, "lr": 0.01326, "memory": 4083, "data_time": 0.19497, "top1_acc": 0.90875, "top5_acc": 0.99875, "loss_cls": 0.45653, "loss": 0.45653, "time": 0.79987} | |
| {"mode": "train", "epoch": 73, "iter": 200, "lr": 0.01324, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9125, "top5_acc": 1.0, "loss_cls": 0.45212, "loss": 0.45212, "time": 0.48974} | |
| {"mode": "train", "epoch": 73, "iter": 300, "lr": 0.01322, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.91125, "top5_acc": 0.99938, "loss_cls": 0.46449, "loss": 0.46449, "time": 0.4929} | |
| {"mode": "train", "epoch": 73, "iter": 400, "lr": 0.0132, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.90312, "top5_acc": 0.9975, "loss_cls": 0.48479, "loss": 0.48479, "time": 0.48716} | |
| {"mode": "train", "epoch": 73, "iter": 500, "lr": 0.01318, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.91688, "top5_acc": 0.99875, "loss_cls": 0.41731, "loss": 0.41731, "time": 0.49024} | |
| {"mode": "train", "epoch": 73, "iter": 600, "lr": 0.01316, "memory": 4083, "data_time": 0.0007, "top1_acc": 0.89938, "top5_acc": 0.99938, "loss_cls": 0.51119, "loss": 0.51119, "time": 0.48825} | |
| {"mode": "train", "epoch": 73, "iter": 700, "lr": 0.01314, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.90312, "top5_acc": 0.99812, "loss_cls": 0.52928, "loss": 0.52928, "time": 0.48988} | |
| {"mode": "train", "epoch": 73, "iter": 800, "lr": 0.01312, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.91375, "top5_acc": 0.99875, "loss_cls": 0.46127, "loss": 0.46127, "time": 0.29454} | |
| {"mode": "train", "epoch": 73, "iter": 900, "lr": 0.0131, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.89375, "top5_acc": 0.9975, "loss_cls": 0.4872, "loss": 0.4872, "time": 0.51058} | |
| {"mode": "train", "epoch": 73, "iter": 1000, "lr": 0.01308, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.90438, "top5_acc": 0.99938, "loss_cls": 0.50615, "loss": 0.50615, "time": 0.28493} | |
| {"mode": "train", "epoch": 73, "iter": 1100, "lr": 0.01306, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.89875, "top5_acc": 0.99938, "loss_cls": 0.5002, "loss": 0.5002, "time": 0.48961} | |
| {"mode": "train", "epoch": 73, "iter": 1200, "lr": 0.01304, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89812, "top5_acc": 0.99812, "loss_cls": 0.49283, "loss": 0.49283, "time": 0.49055} | |
| {"mode": "val", "epoch": 73, "iter": 533, "lr": 0.01302, "top1_acc": 0.85084, "top5_acc": 0.99085, "mean_class_accuracy": 0.7926} | |
| {"mode": "train", "epoch": 74, "iter": 100, "lr": 0.013, "memory": 4083, "data_time": 0.19208, "top1_acc": 0.92875, "top5_acc": 0.99938, "loss_cls": 0.40476, "loss": 0.40476, "time": 0.81023} | |
| {"mode": "train", "epoch": 74, "iter": 200, "lr": 0.01298, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92312, "top5_acc": 0.99625, "loss_cls": 0.43689, "loss": 0.43689, "time": 0.48883} | |
| {"mode": "train", "epoch": 74, "iter": 300, "lr": 0.01296, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.92, "top5_acc": 0.99938, "loss_cls": 0.40711, "loss": 0.40711, "time": 0.49091} | |
| {"mode": "train", "epoch": 74, "iter": 400, "lr": 0.01294, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9125, "top5_acc": 0.99688, "loss_cls": 0.4649, "loss": 0.4649, "time": 0.48833} | |
| {"mode": "train", "epoch": 74, "iter": 500, "lr": 0.01292, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9125, "top5_acc": 0.99938, "loss_cls": 0.45736, "loss": 0.45736, "time": 0.49223} | |
| {"mode": "train", "epoch": 74, "iter": 600, "lr": 0.0129, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.895, "top5_acc": 0.995, "loss_cls": 0.51267, "loss": 0.51267, "time": 0.49252} | |
| {"mode": "train", "epoch": 74, "iter": 700, "lr": 0.01288, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.9225, "top5_acc": 0.99938, "loss_cls": 0.42576, "loss": 0.42576, "time": 0.49251} | |
| {"mode": "train", "epoch": 74, "iter": 800, "lr": 0.01286, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9025, "top5_acc": 1.0, "loss_cls": 0.46581, "loss": 0.46581, "time": 0.28688} | |
| {"mode": "train", "epoch": 74, "iter": 900, "lr": 0.01284, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9025, "top5_acc": 0.9975, "loss_cls": 0.47659, "loss": 0.47659, "time": 0.51116} | |
| {"mode": "train", "epoch": 74, "iter": 1000, "lr": 0.01282, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.91312, "top5_acc": 0.99625, "loss_cls": 0.44692, "loss": 0.44692, "time": 0.28544} | |
| {"mode": "train", "epoch": 74, "iter": 1100, "lr": 0.0128, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.88, "top5_acc": 0.99688, "loss_cls": 0.53678, "loss": 0.53678, "time": 0.4926} | |
| {"mode": "train", "epoch": 74, "iter": 1200, "lr": 0.01278, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.91688, "top5_acc": 0.99875, "loss_cls": 0.44104, "loss": 0.44104, "time": 0.48999} | |
| {"mode": "val", "epoch": 74, "iter": 533, "lr": 0.01276, "top1_acc": 0.85225, "top5_acc": 0.9912, "mean_class_accuracy": 0.78405} | |
| {"mode": "train", "epoch": 75, "iter": 100, "lr": 0.01274, "memory": 4083, "data_time": 0.19243, "top1_acc": 0.93375, "top5_acc": 0.99938, "loss_cls": 0.39998, "loss": 0.39998, "time": 0.80255} | |
| {"mode": "train", "epoch": 75, "iter": 200, "lr": 0.01272, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92, "top5_acc": 0.99688, "loss_cls": 0.43939, "loss": 0.43939, "time": 0.49047} | |
| {"mode": "train", "epoch": 75, "iter": 300, "lr": 0.0127, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.91375, "top5_acc": 0.9975, "loss_cls": 0.45446, "loss": 0.45446, "time": 0.49501} | |
| {"mode": "train", "epoch": 75, "iter": 400, "lr": 0.01268, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.91812, "top5_acc": 0.99688, "loss_cls": 0.41531, "loss": 0.41531, "time": 0.49486} | |
| {"mode": "train", "epoch": 75, "iter": 500, "lr": 0.01266, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.91438, "top5_acc": 0.9975, "loss_cls": 0.45614, "loss": 0.45614, "time": 0.48999} | |
| {"mode": "train", "epoch": 75, "iter": 600, "lr": 0.01264, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88812, "top5_acc": 0.99625, "loss_cls": 0.55457, "loss": 0.55457, "time": 0.49166} | |
| {"mode": "train", "epoch": 75, "iter": 700, "lr": 0.01262, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89625, "top5_acc": 0.99875, "loss_cls": 0.50705, "loss": 0.50705, "time": 0.49365} | |
| {"mode": "train", "epoch": 75, "iter": 800, "lr": 0.0126, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.90875, "top5_acc": 0.99688, "loss_cls": 0.45354, "loss": 0.45354, "time": 0.29254} | |
| {"mode": "train", "epoch": 75, "iter": 900, "lr": 0.01258, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.92, "top5_acc": 0.99688, "loss_cls": 0.46167, "loss": 0.46167, "time": 0.51085} | |
| {"mode": "train", "epoch": 75, "iter": 1000, "lr": 0.01256, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9, "top5_acc": 0.9975, "loss_cls": 0.48192, "loss": 0.48192, "time": 0.2814} | |
| {"mode": "train", "epoch": 75, "iter": 1100, "lr": 0.01254, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.90875, "top5_acc": 0.9975, "loss_cls": 0.47406, "loss": 0.47406, "time": 0.49107} | |
| {"mode": "train", "epoch": 75, "iter": 1200, "lr": 0.01252, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.90188, "top5_acc": 0.99625, "loss_cls": 0.48349, "loss": 0.48349, "time": 0.49401} | |
| {"mode": "val", "epoch": 75, "iter": 533, "lr": 0.0125, "top1_acc": 0.84051, "top5_acc": 0.9885, "mean_class_accuracy": 0.79496} | |
| {"mode": "train", "epoch": 76, "iter": 100, "lr": 0.01248, "memory": 4083, "data_time": 0.18811, "top1_acc": 0.91375, "top5_acc": 0.99938, "loss_cls": 0.46243, "loss": 0.46243, "time": 0.78966} | |
| {"mode": "train", "epoch": 76, "iter": 200, "lr": 0.01246, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.90938, "top5_acc": 0.99688, "loss_cls": 0.46843, "loss": 0.46843, "time": 0.49386} | |
| {"mode": "train", "epoch": 76, "iter": 300, "lr": 0.01244, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.92062, "top5_acc": 0.99688, "loss_cls": 0.43693, "loss": 0.43693, "time": 0.49705} | |
| {"mode": "train", "epoch": 76, "iter": 400, "lr": 0.01242, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.92125, "top5_acc": 0.9975, "loss_cls": 0.43376, "loss": 0.43376, "time": 0.49071} | |
| {"mode": "train", "epoch": 76, "iter": 500, "lr": 0.0124, "memory": 4083, "data_time": 0.0006, "top1_acc": 0.895, "top5_acc": 0.99688, "loss_cls": 0.49725, "loss": 0.49725, "time": 0.49136} | |
| {"mode": "train", "epoch": 76, "iter": 600, "lr": 0.01238, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.90438, "top5_acc": 0.9975, "loss_cls": 0.49218, "loss": 0.49218, "time": 0.49065} | |
| {"mode": "train", "epoch": 76, "iter": 700, "lr": 0.01236, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.90125, "top5_acc": 0.9975, "loss_cls": 0.49379, "loss": 0.49379, "time": 0.49336} | |
| {"mode": "train", "epoch": 76, "iter": 800, "lr": 0.01234, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.9225, "top5_acc": 0.99875, "loss_cls": 0.42848, "loss": 0.42848, "time": 0.29894} | |
| {"mode": "train", "epoch": 76, "iter": 900, "lr": 0.01232, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.91, "top5_acc": 1.0, "loss_cls": 0.46714, "loss": 0.46714, "time": 0.51222} | |
| {"mode": "train", "epoch": 76, "iter": 1000, "lr": 0.0123, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.91812, "top5_acc": 0.9975, "loss_cls": 0.45406, "loss": 0.45406, "time": 0.29315} | |
| {"mode": "train", "epoch": 76, "iter": 1100, "lr": 0.01228, "memory": 4083, "data_time": 0.00054, "top1_acc": 0.92312, "top5_acc": 0.99688, "loss_cls": 0.44972, "loss": 0.44972, "time": 0.49563} | |
| {"mode": "train", "epoch": 76, "iter": 1200, "lr": 0.01225, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.90938, "top5_acc": 0.99875, "loss_cls": 0.48938, "loss": 0.48938, "time": 0.49018} | |
| {"mode": "val", "epoch": 76, "iter": 533, "lr": 0.01224, "top1_acc": 0.85178, "top5_acc": 0.99038, "mean_class_accuracy": 0.80103} | |
| {"mode": "train", "epoch": 77, "iter": 100, "lr": 0.01222, "memory": 4083, "data_time": 0.19107, "top1_acc": 0.92312, "top5_acc": 0.99938, "loss_cls": 0.4155, "loss": 0.4155, "time": 0.79402} | |
| {"mode": "train", "epoch": 77, "iter": 200, "lr": 0.0122, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.94125, "top5_acc": 0.99938, "loss_cls": 0.36428, "loss": 0.36428, "time": 0.49107} | |
| {"mode": "train", "epoch": 77, "iter": 300, "lr": 0.01218, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.90875, "top5_acc": 0.99812, "loss_cls": 0.44887, "loss": 0.44887, "time": 0.49225} | |
| {"mode": "train", "epoch": 77, "iter": 400, "lr": 0.01216, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.90625, "top5_acc": 0.99812, "loss_cls": 0.49273, "loss": 0.49273, "time": 0.48689} | |
| {"mode": "train", "epoch": 77, "iter": 500, "lr": 0.01214, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9275, "top5_acc": 0.99938, "loss_cls": 0.40716, "loss": 0.40716, "time": 0.49035} | |
| {"mode": "train", "epoch": 77, "iter": 600, "lr": 0.01212, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.91062, "top5_acc": 0.99812, "loss_cls": 0.44255, "loss": 0.44255, "time": 0.49026} | |
| {"mode": "train", "epoch": 77, "iter": 700, "lr": 0.0121, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.92438, "top5_acc": 0.99875, "loss_cls": 0.39702, "loss": 0.39702, "time": 0.48826} | |
| {"mode": "train", "epoch": 77, "iter": 800, "lr": 0.01207, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.91625, "top5_acc": 0.99875, "loss_cls": 0.44951, "loss": 0.44951, "time": 0.29304} | |
| {"mode": "train", "epoch": 77, "iter": 900, "lr": 0.01205, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.91875, "top5_acc": 0.99875, "loss_cls": 0.47334, "loss": 0.47334, "time": 0.51094} | |
| {"mode": "train", "epoch": 77, "iter": 1000, "lr": 0.01203, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.9175, "top5_acc": 0.99938, "loss_cls": 0.44185, "loss": 0.44185, "time": 0.2762} | |
| {"mode": "train", "epoch": 77, "iter": 1100, "lr": 0.01201, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92875, "top5_acc": 0.99812, "loss_cls": 0.40695, "loss": 0.40695, "time": 0.49237} | |
| {"mode": "train", "epoch": 77, "iter": 1200, "lr": 0.01199, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91312, "top5_acc": 0.99625, "loss_cls": 0.4642, "loss": 0.4642, "time": 0.49209} | |
| {"mode": "val", "epoch": 77, "iter": 533, "lr": 0.01198, "top1_acc": 0.84967, "top5_acc": 0.98779, "mean_class_accuracy": 0.81843} | |
| {"mode": "train", "epoch": 78, "iter": 100, "lr": 0.01196, "memory": 4083, "data_time": 0.18973, "top1_acc": 0.92438, "top5_acc": 0.99812, "loss_cls": 0.41946, "loss": 0.41946, "time": 0.79035} | |
| {"mode": "train", "epoch": 78, "iter": 200, "lr": 0.01194, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92688, "top5_acc": 0.99812, "loss_cls": 0.40379, "loss": 0.40379, "time": 0.49099} | |
| {"mode": "train", "epoch": 78, "iter": 300, "lr": 0.01192, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.93, "top5_acc": 0.99938, "loss_cls": 0.38386, "loss": 0.38386, "time": 0.49225} | |
| {"mode": "train", "epoch": 78, "iter": 400, "lr": 0.0119, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.91688, "top5_acc": 0.99812, "loss_cls": 0.4345, "loss": 0.4345, "time": 0.4896} | |
| {"mode": "train", "epoch": 78, "iter": 500, "lr": 0.01187, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9225, "top5_acc": 0.99688, "loss_cls": 0.43134, "loss": 0.43134, "time": 0.49108} | |
| {"mode": "train", "epoch": 78, "iter": 600, "lr": 0.01185, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.91625, "top5_acc": 0.99688, "loss_cls": 0.42418, "loss": 0.42418, "time": 0.49128} | |
| {"mode": "train", "epoch": 78, "iter": 700, "lr": 0.01183, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.92188, "top5_acc": 0.9975, "loss_cls": 0.4315, "loss": 0.4315, "time": 0.49079} | |
| {"mode": "train", "epoch": 78, "iter": 800, "lr": 0.01181, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.90625, "top5_acc": 1.0, "loss_cls": 0.45494, "loss": 0.45494, "time": 0.3042} | |
| {"mode": "train", "epoch": 78, "iter": 900, "lr": 0.01179, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.92062, "top5_acc": 0.9975, "loss_cls": 0.44787, "loss": 0.44787, "time": 0.51239} | |
| {"mode": "train", "epoch": 78, "iter": 1000, "lr": 0.01177, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.90312, "top5_acc": 0.9975, "loss_cls": 0.46448, "loss": 0.46448, "time": 0.27754} | |
| {"mode": "train", "epoch": 78, "iter": 1100, "lr": 0.01175, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.91625, "top5_acc": 0.99875, "loss_cls": 0.44187, "loss": 0.44187, "time": 0.48886} | |
| {"mode": "train", "epoch": 78, "iter": 1200, "lr": 0.01173, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.92875, "top5_acc": 0.9975, "loss_cls": 0.42295, "loss": 0.42295, "time": 0.49321} | |
| {"mode": "val", "epoch": 78, "iter": 533, "lr": 0.01172, "top1_acc": 0.85225, "top5_acc": 0.98873, "mean_class_accuracy": 0.80381} | |
| {"mode": "train", "epoch": 79, "iter": 100, "lr": 0.01169, "memory": 4083, "data_time": 0.18848, "top1_acc": 0.925, "top5_acc": 0.9975, "loss_cls": 0.42432, "loss": 0.42432, "time": 0.79694} | |
| {"mode": "train", "epoch": 79, "iter": 200, "lr": 0.01167, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.935, "top5_acc": 0.99938, "loss_cls": 0.36732, "loss": 0.36732, "time": 0.4946} | |
| {"mode": "train", "epoch": 79, "iter": 300, "lr": 0.01165, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.92625, "top5_acc": 1.0, "loss_cls": 0.38285, "loss": 0.38285, "time": 0.49227} | |
| {"mode": "train", "epoch": 79, "iter": 400, "lr": 0.01163, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.91438, "top5_acc": 0.99812, "loss_cls": 0.44214, "loss": 0.44214, "time": 0.49119} | |
| {"mode": "train", "epoch": 79, "iter": 500, "lr": 0.01161, "memory": 4083, "data_time": 0.00057, "top1_acc": 0.915, "top5_acc": 0.99688, "loss_cls": 0.45845, "loss": 0.45845, "time": 0.49323} | |
| {"mode": "train", "epoch": 79, "iter": 600, "lr": 0.01159, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.91688, "top5_acc": 0.99688, "loss_cls": 0.45541, "loss": 0.45541, "time": 0.49049} | |
| {"mode": "train", "epoch": 79, "iter": 700, "lr": 0.01157, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.91875, "top5_acc": 0.99875, "loss_cls": 0.42256, "loss": 0.42256, "time": 0.49019} | |
| {"mode": "train", "epoch": 79, "iter": 800, "lr": 0.01155, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.9225, "top5_acc": 0.99688, "loss_cls": 0.43941, "loss": 0.43941, "time": 0.29662} | |
| {"mode": "train", "epoch": 79, "iter": 900, "lr": 0.01153, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92562, "top5_acc": 0.99875, "loss_cls": 0.41021, "loss": 0.41021, "time": 0.50914} | |
| {"mode": "train", "epoch": 79, "iter": 1000, "lr": 0.01151, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.92562, "top5_acc": 0.99812, "loss_cls": 0.43266, "loss": 0.43266, "time": 0.28896} | |
| {"mode": "train", "epoch": 79, "iter": 1100, "lr": 0.01149, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.91562, "top5_acc": 0.9975, "loss_cls": 0.44459, "loss": 0.44459, "time": 0.49431} | |
| {"mode": "train", "epoch": 79, "iter": 1200, "lr": 0.01147, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.90625, "top5_acc": 0.99938, "loss_cls": 0.49391, "loss": 0.49391, "time": 0.49127} | |
| {"mode": "val", "epoch": 79, "iter": 533, "lr": 0.01145, "top1_acc": 0.8587, "top5_acc": 0.99073, "mean_class_accuracy": 0.79788} | |
| {"mode": "train", "epoch": 80, "iter": 100, "lr": 0.01143, "memory": 4083, "data_time": 0.19075, "top1_acc": 0.9325, "top5_acc": 0.99812, "loss_cls": 0.40587, "loss": 0.40587, "time": 0.8092} | |
| {"mode": "train", "epoch": 80, "iter": 200, "lr": 0.01141, "memory": 4083, "data_time": 0.00047, "top1_acc": 0.92, "top5_acc": 0.99938, "loss_cls": 0.42333, "loss": 0.42333, "time": 0.48889} | |
| {"mode": "train", "epoch": 80, "iter": 300, "lr": 0.01139, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93688, "top5_acc": 0.99812, "loss_cls": 0.38008, "loss": 0.38008, "time": 0.49276} | |
| {"mode": "train", "epoch": 80, "iter": 400, "lr": 0.01137, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.91812, "top5_acc": 0.99938, "loss_cls": 0.42438, "loss": 0.42438, "time": 0.4943} | |
| {"mode": "train", "epoch": 80, "iter": 500, "lr": 0.01135, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.92938, "top5_acc": 0.99938, "loss_cls": 0.38409, "loss": 0.38409, "time": 0.49031} | |
| {"mode": "train", "epoch": 80, "iter": 600, "lr": 0.01133, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.92188, "top5_acc": 0.99938, "loss_cls": 0.40533, "loss": 0.40533, "time": 0.48998} | |
| {"mode": "train", "epoch": 80, "iter": 700, "lr": 0.01131, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.9175, "top5_acc": 0.9975, "loss_cls": 0.44656, "loss": 0.44656, "time": 0.49364} | |
| {"mode": "train", "epoch": 80, "iter": 800, "lr": 0.01129, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.92688, "top5_acc": 0.99562, "loss_cls": 0.39304, "loss": 0.39304, "time": 0.27994} | |
| {"mode": "train", "epoch": 80, "iter": 900, "lr": 0.01127, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.9125, "top5_acc": 0.99938, "loss_cls": 0.44672, "loss": 0.44672, "time": 0.5122} | |
| {"mode": "train", "epoch": 80, "iter": 1000, "lr": 0.01125, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.915, "top5_acc": 0.99812, "loss_cls": 0.43672, "loss": 0.43672, "time": 0.29797} | |
| {"mode": "train", "epoch": 80, "iter": 1100, "lr": 0.01123, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.925, "top5_acc": 0.99938, "loss_cls": 0.42204, "loss": 0.42204, "time": 0.48872} | |
| {"mode": "train", "epoch": 80, "iter": 1200, "lr": 0.01121, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.925, "top5_acc": 0.99562, "loss_cls": 0.41353, "loss": 0.41353, "time": 0.4867} | |
| {"mode": "val", "epoch": 80, "iter": 533, "lr": 0.01119, "top1_acc": 0.85882, "top5_acc": 0.98709, "mean_class_accuracy": 0.79094} | |
| {"mode": "train", "epoch": 81, "iter": 100, "lr": 0.01117, "memory": 4083, "data_time": 0.18592, "top1_acc": 0.93438, "top5_acc": 0.99875, "loss_cls": 0.36259, "loss": 0.36259, "time": 0.79396} | |
| {"mode": "train", "epoch": 81, "iter": 200, "lr": 0.01115, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.925, "top5_acc": 0.99938, "loss_cls": 0.38469, "loss": 0.38469, "time": 0.49376} | |
| {"mode": "train", "epoch": 81, "iter": 300, "lr": 0.01113, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91062, "top5_acc": 0.9975, "loss_cls": 0.43815, "loss": 0.43815, "time": 0.4879} | |
| {"mode": "train", "epoch": 81, "iter": 400, "lr": 0.01111, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.92875, "top5_acc": 0.99688, "loss_cls": 0.40075, "loss": 0.40075, "time": 0.49252} | |
| {"mode": "train", "epoch": 81, "iter": 500, "lr": 0.01109, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.91062, "top5_acc": 0.99688, "loss_cls": 0.48533, "loss": 0.48533, "time": 0.48682} | |
| {"mode": "train", "epoch": 81, "iter": 600, "lr": 0.01107, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91938, "top5_acc": 0.99875, "loss_cls": 0.43389, "loss": 0.43389, "time": 0.48859} | |
| {"mode": "train", "epoch": 81, "iter": 700, "lr": 0.01105, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91938, "top5_acc": 0.99812, "loss_cls": 0.42139, "loss": 0.42139, "time": 0.49188} | |
| {"mode": "train", "epoch": 81, "iter": 800, "lr": 0.01103, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94062, "top5_acc": 0.99938, "loss_cls": 0.34279, "loss": 0.34279, "time": 0.28195} | |
| {"mode": "train", "epoch": 81, "iter": 900, "lr": 0.01101, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.92938, "top5_acc": 0.99938, "loss_cls": 0.38123, "loss": 0.38123, "time": 0.51102} | |
| {"mode": "train", "epoch": 81, "iter": 1000, "lr": 0.01099, "memory": 4083, "data_time": 0.00058, "top1_acc": 0.91938, "top5_acc": 0.9975, "loss_cls": 0.42511, "loss": 0.42511, "time": 0.30003} | |
| {"mode": "train", "epoch": 81, "iter": 1100, "lr": 0.01097, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92062, "top5_acc": 0.99875, "loss_cls": 0.42186, "loss": 0.42186, "time": 0.4895} | |
| {"mode": "train", "epoch": 81, "iter": 1200, "lr": 0.01095, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.93875, "top5_acc": 0.99562, "loss_cls": 0.39083, "loss": 0.39083, "time": 0.49132} | |
| {"mode": "val", "epoch": 81, "iter": 533, "lr": 0.01093, "top1_acc": 0.84039, "top5_acc": 0.98686, "mean_class_accuracy": 0.77881} | |
| {"mode": "train", "epoch": 82, "iter": 100, "lr": 0.01091, "memory": 4083, "data_time": 0.18954, "top1_acc": 0.92312, "top5_acc": 0.99875, "loss_cls": 0.42089, "loss": 0.42089, "time": 0.79783} | |
| {"mode": "train", "epoch": 82, "iter": 200, "lr": 0.01089, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.92, "top5_acc": 0.99875, "loss_cls": 0.40303, "loss": 0.40303, "time": 0.49208} | |
| {"mode": "train", "epoch": 82, "iter": 300, "lr": 0.01087, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.92812, "top5_acc": 0.9975, "loss_cls": 0.38581, "loss": 0.38581, "time": 0.48805} | |
| {"mode": "train", "epoch": 82, "iter": 400, "lr": 0.01085, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.93188, "top5_acc": 0.99688, "loss_cls": 0.38888, "loss": 0.38888, "time": 0.49306} | |
| {"mode": "train", "epoch": 82, "iter": 500, "lr": 0.01083, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.93062, "top5_acc": 1.0, "loss_cls": 0.36803, "loss": 0.36803, "time": 0.4917} | |
| {"mode": "train", "epoch": 82, "iter": 600, "lr": 0.01081, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.92938, "top5_acc": 0.99875, "loss_cls": 0.36612, "loss": 0.36612, "time": 0.49665} | |
| {"mode": "train", "epoch": 82, "iter": 700, "lr": 0.01079, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.9325, "top5_acc": 0.9975, "loss_cls": 0.39272, "loss": 0.39272, "time": 0.48937} | |
| {"mode": "train", "epoch": 82, "iter": 800, "lr": 0.01077, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.92625, "top5_acc": 0.99875, "loss_cls": 0.41319, "loss": 0.41319, "time": 0.28326} | |
| {"mode": "train", "epoch": 82, "iter": 900, "lr": 0.01075, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.93062, "top5_acc": 0.99875, "loss_cls": 0.40868, "loss": 0.40868, "time": 0.51049} | |
| {"mode": "train", "epoch": 82, "iter": 1000, "lr": 0.01073, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.92938, "top5_acc": 0.99938, "loss_cls": 0.37259, "loss": 0.37259, "time": 0.31603} | |
| {"mode": "train", "epoch": 82, "iter": 1100, "lr": 0.01071, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.91938, "top5_acc": 0.99875, "loss_cls": 0.44394, "loss": 0.44394, "time": 0.49122} | |
| {"mode": "train", "epoch": 82, "iter": 1200, "lr": 0.01069, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.92375, "top5_acc": 0.99938, "loss_cls": 0.41152, "loss": 0.41152, "time": 0.48837} | |
| {"mode": "val", "epoch": 82, "iter": 533, "lr": 0.01067, "top1_acc": 0.85072, "top5_acc": 0.98779, "mean_class_accuracy": 0.79494} | |
| {"mode": "train", "epoch": 83, "iter": 100, "lr": 0.01065, "memory": 4083, "data_time": 0.19561, "top1_acc": 0.93625, "top5_acc": 0.99875, "loss_cls": 0.39852, "loss": 0.39852, "time": 0.81085} | |
| {"mode": "train", "epoch": 83, "iter": 200, "lr": 0.01063, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.93125, "top5_acc": 1.0, "loss_cls": 0.37688, "loss": 0.37688, "time": 0.493} | |
| {"mode": "train", "epoch": 83, "iter": 300, "lr": 0.01061, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.925, "top5_acc": 0.99938, "loss_cls": 0.38738, "loss": 0.38738, "time": 0.4941} | |
| {"mode": "train", "epoch": 83, "iter": 400, "lr": 0.01059, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91375, "top5_acc": 0.99875, "loss_cls": 0.4384, "loss": 0.4384, "time": 0.4928} | |
| {"mode": "train", "epoch": 83, "iter": 500, "lr": 0.01057, "memory": 4083, "data_time": 0.0007, "top1_acc": 0.93562, "top5_acc": 0.99938, "loss_cls": 0.3514, "loss": 0.3514, "time": 0.49263} | |
| {"mode": "train", "epoch": 83, "iter": 600, "lr": 0.01055, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.91375, "top5_acc": 0.99812, "loss_cls": 0.43619, "loss": 0.43619, "time": 0.49048} | |
| {"mode": "train", "epoch": 83, "iter": 700, "lr": 0.01053, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.93312, "top5_acc": 0.99938, "loss_cls": 0.37795, "loss": 0.37795, "time": 0.49304} | |
| {"mode": "train", "epoch": 83, "iter": 800, "lr": 0.01051, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.92375, "top5_acc": 0.99938, "loss_cls": 0.40517, "loss": 0.40517, "time": 0.29551} | |
| {"mode": "train", "epoch": 83, "iter": 900, "lr": 0.01049, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.92062, "top5_acc": 0.99688, "loss_cls": 0.45976, "loss": 0.45976, "time": 0.46654} | |
| {"mode": "train", "epoch": 83, "iter": 1000, "lr": 0.01047, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.92375, "top5_acc": 0.99812, "loss_cls": 0.4201, "loss": 0.4201, "time": 0.34528} | |
| {"mode": "train", "epoch": 83, "iter": 1100, "lr": 0.01045, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9225, "top5_acc": 0.9975, "loss_cls": 0.42272, "loss": 0.42272, "time": 0.48411} | |
| {"mode": "train", "epoch": 83, "iter": 1200, "lr": 0.01043, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.93312, "top5_acc": 0.99812, "loss_cls": 0.37597, "loss": 0.37597, "time": 0.48886} | |
| {"mode": "val", "epoch": 83, "iter": 533, "lr": 0.01042, "top1_acc": 0.87678, "top5_acc": 0.99296, "mean_class_accuracy": 0.8261} | |
| {"mode": "train", "epoch": 84, "iter": 100, "lr": 0.0104, "memory": 4083, "data_time": 0.1883, "top1_acc": 0.92875, "top5_acc": 0.99938, "loss_cls": 0.39163, "loss": 0.39163, "time": 0.8} | |
| {"mode": "train", "epoch": 84, "iter": 200, "lr": 0.01038, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9475, "top5_acc": 1.0, "loss_cls": 0.34469, "loss": 0.34469, "time": 0.49252} | |
| {"mode": "train", "epoch": 84, "iter": 300, "lr": 0.01036, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93625, "top5_acc": 0.99875, "loss_cls": 0.35293, "loss": 0.35293, "time": 0.48719} | |
| {"mode": "train", "epoch": 84, "iter": 400, "lr": 0.01034, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93375, "top5_acc": 0.9975, "loss_cls": 0.39027, "loss": 0.39027, "time": 0.49252} | |
| {"mode": "train", "epoch": 84, "iter": 500, "lr": 0.01031, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.92438, "top5_acc": 0.9975, "loss_cls": 0.40665, "loss": 0.40665, "time": 0.49333} | |
| {"mode": "train", "epoch": 84, "iter": 600, "lr": 0.01029, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.94188, "top5_acc": 0.99875, "loss_cls": 0.32648, "loss": 0.32648, "time": 0.49173} | |
| {"mode": "train", "epoch": 84, "iter": 700, "lr": 0.01027, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.93, "top5_acc": 0.99875, "loss_cls": 0.39719, "loss": 0.39719, "time": 0.4915} | |
| {"mode": "train", "epoch": 84, "iter": 800, "lr": 0.01025, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9475, "top5_acc": 1.0, "loss_cls": 0.34123, "loss": 0.34123, "time": 0.29487} | |
| {"mode": "train", "epoch": 84, "iter": 900, "lr": 0.01023, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93125, "top5_acc": 0.99938, "loss_cls": 0.39128, "loss": 0.39128, "time": 0.46142} | |
| {"mode": "train", "epoch": 84, "iter": 1000, "lr": 0.01021, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.92625, "top5_acc": 0.99938, "loss_cls": 0.38278, "loss": 0.38278, "time": 0.33478} | |
| {"mode": "train", "epoch": 84, "iter": 1100, "lr": 0.01019, "memory": 4083, "data_time": 0.00051, "top1_acc": 0.92438, "top5_acc": 0.99812, "loss_cls": 0.4257, "loss": 0.4257, "time": 0.49177} | |
| {"mode": "train", "epoch": 84, "iter": 1200, "lr": 0.01017, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92, "top5_acc": 1.0, "loss_cls": 0.41897, "loss": 0.41897, "time": 0.48787} | |
| {"mode": "val", "epoch": 84, "iter": 533, "lr": 0.01016, "top1_acc": 0.83464, "top5_acc": 0.99073, "mean_class_accuracy": 0.78788} | |
| {"mode": "train", "epoch": 85, "iter": 100, "lr": 0.01014, "memory": 4083, "data_time": 0.19125, "top1_acc": 0.9375, "top5_acc": 1.0, "loss_cls": 0.35836, "loss": 0.35836, "time": 0.81244} | |
| {"mode": "train", "epoch": 85, "iter": 200, "lr": 0.01012, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.935, "top5_acc": 0.99938, "loss_cls": 0.35104, "loss": 0.35104, "time": 0.49503} | |
| {"mode": "train", "epoch": 85, "iter": 300, "lr": 0.0101, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9475, "top5_acc": 1.0, "loss_cls": 0.2898, "loss": 0.2898, "time": 0.4927} | |
| {"mode": "train", "epoch": 85, "iter": 400, "lr": 0.01008, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.94, "top5_acc": 0.99938, "loss_cls": 0.34522, "loss": 0.34522, "time": 0.49103} | |
| {"mode": "train", "epoch": 85, "iter": 500, "lr": 0.01006, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.9325, "top5_acc": 0.99812, "loss_cls": 0.35133, "loss": 0.35133, "time": 0.49155} | |
| {"mode": "train", "epoch": 85, "iter": 600, "lr": 0.01004, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.93875, "top5_acc": 0.99875, "loss_cls": 0.35667, "loss": 0.35667, "time": 0.49179} | |
| {"mode": "train", "epoch": 85, "iter": 700, "lr": 0.01002, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.92438, "top5_acc": 0.99875, "loss_cls": 0.40686, "loss": 0.40686, "time": 0.49226} | |
| {"mode": "train", "epoch": 85, "iter": 800, "lr": 0.01, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.93375, "top5_acc": 0.99875, "loss_cls": 0.37636, "loss": 0.37636, "time": 0.32583} | |
| {"mode": "train", "epoch": 85, "iter": 900, "lr": 0.00998, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.95062, "top5_acc": 0.99875, "loss_cls": 0.31226, "loss": 0.31226, "time": 0.41617} | |
| {"mode": "train", "epoch": 85, "iter": 1000, "lr": 0.00996, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.95312, "top5_acc": 0.99812, "loss_cls": 0.3132, "loss": 0.3132, "time": 0.35533} | |
| {"mode": "train", "epoch": 85, "iter": 1100, "lr": 0.00994, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.9175, "top5_acc": 0.99688, "loss_cls": 0.42764, "loss": 0.42764, "time": 0.49504} | |
| {"mode": "train", "epoch": 85, "iter": 1200, "lr": 0.00992, "memory": 4083, "data_time": 0.0005, "top1_acc": 0.9275, "top5_acc": 0.99625, "loss_cls": 0.41291, "loss": 0.41291, "time": 0.49068} | |
| {"mode": "val", "epoch": 85, "iter": 533, "lr": 0.0099, "top1_acc": 0.85706, "top5_acc": 0.99096, "mean_class_accuracy": 0.80085} | |
| {"mode": "train", "epoch": 86, "iter": 100, "lr": 0.00988, "memory": 4083, "data_time": 0.18643, "top1_acc": 0.95188, "top5_acc": 1.0, "loss_cls": 0.29214, "loss": 0.29214, "time": 0.78972} | |
| {"mode": "train", "epoch": 86, "iter": 200, "lr": 0.00986, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93438, "top5_acc": 1.0, "loss_cls": 0.34826, "loss": 0.34826, "time": 0.48892} | |
| {"mode": "train", "epoch": 86, "iter": 300, "lr": 0.00984, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92688, "top5_acc": 0.99812, "loss_cls": 0.39496, "loss": 0.39496, "time": 0.49517} | |
| {"mode": "train", "epoch": 86, "iter": 400, "lr": 0.00982, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.93125, "top5_acc": 1.0, "loss_cls": 0.37013, "loss": 0.37013, "time": 0.49456} | |
| {"mode": "train", "epoch": 86, "iter": 500, "lr": 0.0098, "memory": 4083, "data_time": 0.00069, "top1_acc": 0.93688, "top5_acc": 0.99875, "loss_cls": 0.32324, "loss": 0.32324, "time": 0.48998} | |
| {"mode": "train", "epoch": 86, "iter": 600, "lr": 0.00978, "memory": 4083, "data_time": 0.00046, "top1_acc": 0.945, "top5_acc": 0.99875, "loss_cls": 0.3245, "loss": 0.3245, "time": 0.49185} | |
| {"mode": "train", "epoch": 86, "iter": 700, "lr": 0.00976, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.92062, "top5_acc": 0.99875, "loss_cls": 0.42028, "loss": 0.42028, "time": 0.49225} | |
| {"mode": "train", "epoch": 86, "iter": 800, "lr": 0.00974, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.92, "top5_acc": 0.99875, "loss_cls": 0.42924, "loss": 0.42924, "time": 0.28846} | |
| {"mode": "train", "epoch": 86, "iter": 900, "lr": 0.00972, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.94188, "top5_acc": 0.99875, "loss_cls": 0.34128, "loss": 0.34128, "time": 0.45754} | |
| {"mode": "train", "epoch": 86, "iter": 1000, "lr": 0.0097, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92812, "top5_acc": 0.9975, "loss_cls": 0.4012, "loss": 0.4012, "time": 0.32605} | |
| {"mode": "train", "epoch": 86, "iter": 1100, "lr": 0.00968, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.93438, "top5_acc": 0.99875, "loss_cls": 0.37819, "loss": 0.37819, "time": 0.4914} | |
| {"mode": "train", "epoch": 86, "iter": 1200, "lr": 0.00966, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.91938, "top5_acc": 0.99688, "loss_cls": 0.42232, "loss": 0.42232, "time": 0.48949} | |
| {"mode": "val", "epoch": 86, "iter": 533, "lr": 0.00965, "top1_acc": 0.84262, "top5_acc": 0.99002, "mean_class_accuracy": 0.78079} | |
| {"mode": "train", "epoch": 87, "iter": 100, "lr": 0.00963, "memory": 4083, "data_time": 0.18867, "top1_acc": 0.94375, "top5_acc": 0.99875, "loss_cls": 0.34857, "loss": 0.34857, "time": 0.79903} | |
| {"mode": "train", "epoch": 87, "iter": 200, "lr": 0.00961, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.935, "top5_acc": 0.99938, "loss_cls": 0.37048, "loss": 0.37048, "time": 0.49021} | |
| {"mode": "train", "epoch": 87, "iter": 300, "lr": 0.00959, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.94, "top5_acc": 1.0, "loss_cls": 0.34773, "loss": 0.34773, "time": 0.49149} | |
| {"mode": "train", "epoch": 87, "iter": 400, "lr": 0.00957, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94375, "top5_acc": 0.99938, "loss_cls": 0.32048, "loss": 0.32048, "time": 0.48992} | |
| {"mode": "train", "epoch": 87, "iter": 500, "lr": 0.00955, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9225, "top5_acc": 0.99938, "loss_cls": 0.38855, "loss": 0.38855, "time": 0.48843} | |
| {"mode": "train", "epoch": 87, "iter": 600, "lr": 0.00953, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93062, "top5_acc": 0.99812, "loss_cls": 0.36346, "loss": 0.36346, "time": 0.48914} | |
| {"mode": "train", "epoch": 87, "iter": 700, "lr": 0.00951, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93875, "top5_acc": 1.0, "loss_cls": 0.33974, "loss": 0.33974, "time": 0.49711} | |
| {"mode": "train", "epoch": 87, "iter": 800, "lr": 0.00949, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.92562, "top5_acc": 1.0, "loss_cls": 0.39069, "loss": 0.39069, "time": 0.28616} | |
| {"mode": "train", "epoch": 87, "iter": 900, "lr": 0.00947, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.92625, "top5_acc": 0.99938, "loss_cls": 0.39037, "loss": 0.39037, "time": 0.47542} | |
| {"mode": "train", "epoch": 87, "iter": 1000, "lr": 0.00945, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94, "top5_acc": 0.99875, "loss_cls": 0.37094, "loss": 0.37094, "time": 0.3333} | |
| {"mode": "train", "epoch": 87, "iter": 1100, "lr": 0.00943, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9225, "top5_acc": 0.9975, "loss_cls": 0.40887, "loss": 0.40887, "time": 0.49223} | |
| {"mode": "train", "epoch": 87, "iter": 1200, "lr": 0.00941, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93, "top5_acc": 0.99875, "loss_cls": 0.38369, "loss": 0.38369, "time": 0.49101} | |
| {"mode": "val", "epoch": 87, "iter": 533, "lr": 0.00939, "top1_acc": 0.87255, "top5_acc": 0.99237, "mean_class_accuracy": 0.8301} | |
| {"mode": "train", "epoch": 88, "iter": 100, "lr": 0.00937, "memory": 4083, "data_time": 0.19303, "top1_acc": 0.94625, "top5_acc": 1.0, "loss_cls": 0.33007, "loss": 0.33007, "time": 0.80221} | |
| {"mode": "train", "epoch": 88, "iter": 200, "lr": 0.00935, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.94438, "top5_acc": 0.99938, "loss_cls": 0.34021, "loss": 0.34021, "time": 0.49292} | |
| {"mode": "train", "epoch": 88, "iter": 300, "lr": 0.00933, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95188, "top5_acc": 0.99938, "loss_cls": 0.30553, "loss": 0.30553, "time": 0.49456} | |
| {"mode": "train", "epoch": 88, "iter": 400, "lr": 0.00931, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93812, "top5_acc": 0.99812, "loss_cls": 0.37111, "loss": 0.37111, "time": 0.48922} | |
| {"mode": "train", "epoch": 88, "iter": 500, "lr": 0.00929, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.93312, "top5_acc": 0.9975, "loss_cls": 0.35806, "loss": 0.35806, "time": 0.4882} | |
| {"mode": "train", "epoch": 88, "iter": 600, "lr": 0.00927, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92625, "top5_acc": 0.99875, "loss_cls": 0.39739, "loss": 0.39739, "time": 0.48912} | |
| {"mode": "train", "epoch": 88, "iter": 700, "lr": 0.00925, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94188, "top5_acc": 0.99812, "loss_cls": 0.34078, "loss": 0.34078, "time": 0.48937} | |
| {"mode": "train", "epoch": 88, "iter": 800, "lr": 0.00923, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9375, "top5_acc": 0.99875, "loss_cls": 0.36726, "loss": 0.36726, "time": 0.30338} | |
| {"mode": "train", "epoch": 88, "iter": 900, "lr": 0.00921, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.94688, "top5_acc": 0.99938, "loss_cls": 0.32242, "loss": 0.32242, "time": 0.4478} | |
| {"mode": "train", "epoch": 88, "iter": 1000, "lr": 0.00919, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93562, "top5_acc": 0.99812, "loss_cls": 0.35689, "loss": 0.35689, "time": 0.34554} | |
| {"mode": "train", "epoch": 88, "iter": 1100, "lr": 0.00917, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.92938, "top5_acc": 0.99938, "loss_cls": 0.36777, "loss": 0.36777, "time": 0.49515} | |
| {"mode": "train", "epoch": 88, "iter": 1200, "lr": 0.00915, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94188, "top5_acc": 0.99938, "loss_cls": 0.33358, "loss": 0.33358, "time": 0.49238} | |
| {"mode": "val", "epoch": 88, "iter": 533, "lr": 0.00914, "top1_acc": 0.87232, "top5_acc": 0.99214, "mean_class_accuracy": 0.82048} | |
| {"mode": "train", "epoch": 89, "iter": 100, "lr": 0.00912, "memory": 4083, "data_time": 0.18673, "top1_acc": 0.94062, "top5_acc": 0.99938, "loss_cls": 0.32303, "loss": 0.32303, "time": 0.79378} | |
| {"mode": "train", "epoch": 89, "iter": 200, "lr": 0.0091, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.95625, "top5_acc": 0.99938, "loss_cls": 0.27561, "loss": 0.27561, "time": 0.49344} | |
| {"mode": "train", "epoch": 89, "iter": 300, "lr": 0.00908, "memory": 4083, "data_time": 0.00056, "top1_acc": 0.9425, "top5_acc": 0.99938, "loss_cls": 0.32259, "loss": 0.32259, "time": 0.48889} | |
| {"mode": "train", "epoch": 89, "iter": 400, "lr": 0.00906, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.95312, "top5_acc": 1.0, "loss_cls": 0.32913, "loss": 0.32913, "time": 0.49298} | |
| {"mode": "train", "epoch": 89, "iter": 500, "lr": 0.00904, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.93312, "top5_acc": 0.99875, "loss_cls": 0.35655, "loss": 0.35655, "time": 0.49122} | |
| {"mode": "train", "epoch": 89, "iter": 600, "lr": 0.00902, "memory": 4083, "data_time": 0.00047, "top1_acc": 0.94625, "top5_acc": 0.99812, "loss_cls": 0.33943, "loss": 0.33943, "time": 0.49264} | |
| {"mode": "train", "epoch": 89, "iter": 700, "lr": 0.009, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.935, "top5_acc": 0.99938, "loss_cls": 0.37081, "loss": 0.37081, "time": 0.49103} | |
| {"mode": "train", "epoch": 89, "iter": 800, "lr": 0.00898, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.93188, "top5_acc": 0.99875, "loss_cls": 0.36849, "loss": 0.36849, "time": 0.3178} | |
| {"mode": "train", "epoch": 89, "iter": 900, "lr": 0.00896, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.94375, "top5_acc": 0.99812, "loss_cls": 0.32929, "loss": 0.32929, "time": 0.42591} | |
| {"mode": "train", "epoch": 89, "iter": 1000, "lr": 0.00894, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.92812, "top5_acc": 0.99875, "loss_cls": 0.36124, "loss": 0.36124, "time": 0.36145} | |
| {"mode": "train", "epoch": 89, "iter": 1100, "lr": 0.00892, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.945, "top5_acc": 0.99812, "loss_cls": 0.33234, "loss": 0.33234, "time": 0.4892} | |
| {"mode": "train", "epoch": 89, "iter": 1200, "lr": 0.0089, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.92625, "top5_acc": 0.9975, "loss_cls": 0.41022, "loss": 0.41022, "time": 0.49023} | |
| {"mode": "val", "epoch": 89, "iter": 533, "lr": 0.00889, "top1_acc": 0.8844, "top5_acc": 0.99343, "mean_class_accuracy": 0.83989} | |
| {"mode": "train", "epoch": 90, "iter": 100, "lr": 0.00887, "memory": 4083, "data_time": 0.19692, "top1_acc": 0.96062, "top5_acc": 1.0, "loss_cls": 0.24024, "loss": 0.24024, "time": 0.81201} | |
| {"mode": "train", "epoch": 90, "iter": 200, "lr": 0.00885, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9525, "top5_acc": 1.0, "loss_cls": 0.27584, "loss": 0.27584, "time": 0.49563} | |
| {"mode": "train", "epoch": 90, "iter": 300, "lr": 0.00883, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95688, "top5_acc": 1.0, "loss_cls": 0.27854, "loss": 0.27854, "time": 0.49469} | |
| {"mode": "train", "epoch": 90, "iter": 400, "lr": 0.00881, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.9525, "top5_acc": 1.0, "loss_cls": 0.27782, "loss": 0.27782, "time": 0.49201} | |
| {"mode": "train", "epoch": 90, "iter": 500, "lr": 0.00879, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.93938, "top5_acc": 1.0, "loss_cls": 0.33228, "loss": 0.33228, "time": 0.49027} | |
| {"mode": "train", "epoch": 90, "iter": 600, "lr": 0.00877, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94125, "top5_acc": 1.0, "loss_cls": 0.34135, "loss": 0.34135, "time": 0.48797} | |
| {"mode": "train", "epoch": 90, "iter": 700, "lr": 0.00875, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.945, "top5_acc": 0.99938, "loss_cls": 0.33126, "loss": 0.33126, "time": 0.46469} | |
| {"mode": "train", "epoch": 90, "iter": 800, "lr": 0.00873, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.94, "top5_acc": 0.99875, "loss_cls": 0.33938, "loss": 0.33938, "time": 0.37649} | |
| {"mode": "train", "epoch": 90, "iter": 900, "lr": 0.00871, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94688, "top5_acc": 0.99938, "loss_cls": 0.33273, "loss": 0.33273, "time": 0.35772} | |
| {"mode": "train", "epoch": 90, "iter": 1000, "lr": 0.00869, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.92, "top5_acc": 0.99688, "loss_cls": 0.42733, "loss": 0.42733, "time": 0.38758} | |
| {"mode": "train", "epoch": 90, "iter": 1100, "lr": 0.00867, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94125, "top5_acc": 0.99938, "loss_cls": 0.34037, "loss": 0.34037, "time": 0.49478} | |
| {"mode": "train", "epoch": 90, "iter": 1200, "lr": 0.00865, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.93688, "top5_acc": 1.0, "loss_cls": 0.35961, "loss": 0.35961, "time": 0.4928} | |
| {"mode": "val", "epoch": 90, "iter": 533, "lr": 0.00864, "top1_acc": 0.87783, "top5_acc": 0.99202, "mean_class_accuracy": 0.83161} | |
| {"mode": "train", "epoch": 91, "iter": 100, "lr": 0.00862, "memory": 4083, "data_time": 0.18933, "top1_acc": 0.96438, "top5_acc": 0.99875, "loss_cls": 0.25482, "loss": 0.25482, "time": 0.80158} | |
| {"mode": "train", "epoch": 91, "iter": 200, "lr": 0.0086, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.94688, "top5_acc": 1.0, "loss_cls": 0.30154, "loss": 0.30154, "time": 0.49066} | |
| {"mode": "train", "epoch": 91, "iter": 300, "lr": 0.00858, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.94375, "top5_acc": 0.99938, "loss_cls": 0.30448, "loss": 0.30448, "time": 0.49002} | |
| {"mode": "train", "epoch": 91, "iter": 400, "lr": 0.00856, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.94875, "top5_acc": 0.99938, "loss_cls": 0.30261, "loss": 0.30261, "time": 0.49392} | |
| {"mode": "train", "epoch": 91, "iter": 500, "lr": 0.00854, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.94125, "top5_acc": 0.99812, "loss_cls": 0.315, "loss": 0.315, "time": 0.48546} | |
| {"mode": "train", "epoch": 91, "iter": 600, "lr": 0.00852, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.935, "top5_acc": 0.99875, "loss_cls": 0.33431, "loss": 0.33431, "time": 0.48917} | |
| {"mode": "train", "epoch": 91, "iter": 700, "lr": 0.0085, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94375, "top5_acc": 1.0, "loss_cls": 0.32344, "loss": 0.32344, "time": 0.44978} | |
| {"mode": "train", "epoch": 91, "iter": 800, "lr": 0.00848, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.95375, "top5_acc": 1.0, "loss_cls": 0.30357, "loss": 0.30357, "time": 0.40606} | |
| {"mode": "train", "epoch": 91, "iter": 900, "lr": 0.00846, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93438, "top5_acc": 0.99875, "loss_cls": 0.3453, "loss": 0.3453, "time": 0.32809} | |
| {"mode": "train", "epoch": 91, "iter": 1000, "lr": 0.00844, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.93562, "top5_acc": 0.99875, "loss_cls": 0.35781, "loss": 0.35781, "time": 0.38622} | |
| {"mode": "train", "epoch": 91, "iter": 1100, "lr": 0.00842, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94375, "top5_acc": 0.99875, "loss_cls": 0.32335, "loss": 0.32335, "time": 0.49023} | |
| {"mode": "train", "epoch": 91, "iter": 1200, "lr": 0.0084, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9325, "top5_acc": 0.99875, "loss_cls": 0.37433, "loss": 0.37433, "time": 0.49062} | |
| {"mode": "val", "epoch": 91, "iter": 533, "lr": 0.00839, "top1_acc": 0.87325, "top5_acc": 0.99167, "mean_class_accuracy": 0.82859} | |
| {"mode": "train", "epoch": 92, "iter": 100, "lr": 0.00837, "memory": 4083, "data_time": 0.18809, "top1_acc": 0.96375, "top5_acc": 0.99938, "loss_cls": 0.25001, "loss": 0.25001, "time": 0.80876} | |
| {"mode": "train", "epoch": 92, "iter": 200, "lr": 0.00835, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94625, "top5_acc": 0.99938, "loss_cls": 0.28521, "loss": 0.28521, "time": 0.48977} | |
| {"mode": "train", "epoch": 92, "iter": 300, "lr": 0.00833, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.95312, "top5_acc": 1.0, "loss_cls": 0.26584, "loss": 0.26584, "time": 0.48948} | |
| {"mode": "train", "epoch": 92, "iter": 400, "lr": 0.00831, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.93812, "top5_acc": 0.99812, "loss_cls": 0.33704, "loss": 0.33704, "time": 0.49075} | |
| {"mode": "train", "epoch": 92, "iter": 500, "lr": 0.00829, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94938, "top5_acc": 0.99875, "loss_cls": 0.29985, "loss": 0.29985, "time": 0.49176} | |
| {"mode": "train", "epoch": 92, "iter": 600, "lr": 0.00827, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.93188, "top5_acc": 0.99938, "loss_cls": 0.36533, "loss": 0.36533, "time": 0.48957} | |
| {"mode": "train", "epoch": 92, "iter": 700, "lr": 0.00825, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.94062, "top5_acc": 0.99938, "loss_cls": 0.34983, "loss": 0.34983, "time": 0.44609} | |
| {"mode": "train", "epoch": 92, "iter": 800, "lr": 0.00824, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.95312, "top5_acc": 1.0, "loss_cls": 0.29353, "loss": 0.29353, "time": 0.43368} | |
| {"mode": "train", "epoch": 92, "iter": 900, "lr": 0.00822, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.945, "top5_acc": 0.99875, "loss_cls": 0.30827, "loss": 0.30827, "time": 0.29898} | |
| {"mode": "train", "epoch": 92, "iter": 1000, "lr": 0.0082, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.94375, "top5_acc": 0.99875, "loss_cls": 0.31523, "loss": 0.31523, "time": 0.40882} | |
| {"mode": "train", "epoch": 92, "iter": 1100, "lr": 0.00818, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93562, "top5_acc": 0.99938, "loss_cls": 0.3484, "loss": 0.3484, "time": 0.49367} | |
| {"mode": "train", "epoch": 92, "iter": 1200, "lr": 0.00816, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.94188, "top5_acc": 1.0, "loss_cls": 0.33149, "loss": 0.33149, "time": 0.49195} | |
| {"mode": "val", "epoch": 92, "iter": 533, "lr": 0.00814, "top1_acc": 0.86387, "top5_acc": 0.99038, "mean_class_accuracy": 0.80809} | |
| {"mode": "train", "epoch": 93, "iter": 100, "lr": 0.00812, "memory": 4083, "data_time": 0.19403, "top1_acc": 0.965, "top5_acc": 1.0, "loss_cls": 0.24146, "loss": 0.24146, "time": 0.79411} | |
| {"mode": "train", "epoch": 93, "iter": 200, "lr": 0.0081, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95562, "top5_acc": 0.99938, "loss_cls": 0.26215, "loss": 0.26215, "time": 0.49055} | |
| {"mode": "train", "epoch": 93, "iter": 300, "lr": 0.00809, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.94812, "top5_acc": 0.99875, "loss_cls": 0.29016, "loss": 0.29016, "time": 0.49309} | |
| {"mode": "train", "epoch": 93, "iter": 400, "lr": 0.00807, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.95125, "top5_acc": 0.99938, "loss_cls": 0.27345, "loss": 0.27345, "time": 0.49066} | |
| {"mode": "train", "epoch": 93, "iter": 500, "lr": 0.00805, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.94688, "top5_acc": 1.0, "loss_cls": 0.29155, "loss": 0.29155, "time": 0.48695} | |
| {"mode": "train", "epoch": 93, "iter": 600, "lr": 0.00803, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.94188, "top5_acc": 0.99938, "loss_cls": 0.31865, "loss": 0.31865, "time": 0.48956} | |
| {"mode": "train", "epoch": 93, "iter": 700, "lr": 0.00801, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95062, "top5_acc": 0.99875, "loss_cls": 0.2729, "loss": 0.2729, "time": 0.423} | |
| {"mode": "train", "epoch": 93, "iter": 800, "lr": 0.00799, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.93938, "top5_acc": 0.99938, "loss_cls": 0.33089, "loss": 0.33089, "time": 0.46689} | |
| {"mode": "train", "epoch": 93, "iter": 900, "lr": 0.00797, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.94438, "top5_acc": 0.99938, "loss_cls": 0.30834, "loss": 0.30834, "time": 0.27096} | |
| {"mode": "train", "epoch": 93, "iter": 1000, "lr": 0.00795, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.94875, "top5_acc": 0.99875, "loss_cls": 0.31982, "loss": 0.31982, "time": 0.41821} | |
| {"mode": "train", "epoch": 93, "iter": 1100, "lr": 0.00793, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.94125, "top5_acc": 1.0, "loss_cls": 0.32024, "loss": 0.32024, "time": 0.4903} | |
| {"mode": "train", "epoch": 93, "iter": 1200, "lr": 0.00791, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.94812, "top5_acc": 1.0, "loss_cls": 0.29683, "loss": 0.29683, "time": 0.48632} | |
| {"mode": "val", "epoch": 93, "iter": 533, "lr": 0.0079, "top1_acc": 0.86739, "top5_acc": 0.99272, "mean_class_accuracy": 0.80546} | |
| {"mode": "train", "epoch": 94, "iter": 100, "lr": 0.00788, "memory": 4083, "data_time": 0.18566, "top1_acc": 0.95688, "top5_acc": 1.0, "loss_cls": 0.25479, "loss": 0.25479, "time": 0.79715} | |
| {"mode": "train", "epoch": 94, "iter": 200, "lr": 0.00786, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95, "top5_acc": 0.99938, "loss_cls": 0.29492, "loss": 0.29492, "time": 0.48841} | |
| {"mode": "train", "epoch": 94, "iter": 300, "lr": 0.00784, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94375, "top5_acc": 0.99875, "loss_cls": 0.27874, "loss": 0.27874, "time": 0.48811} | |
| {"mode": "train", "epoch": 94, "iter": 400, "lr": 0.00782, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.95438, "top5_acc": 1.0, "loss_cls": 0.2722, "loss": 0.2722, "time": 0.49202} | |
| {"mode": "train", "epoch": 94, "iter": 500, "lr": 0.0078, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94875, "top5_acc": 1.0, "loss_cls": 0.30758, "loss": 0.30758, "time": 0.49138} | |
| {"mode": "train", "epoch": 94, "iter": 600, "lr": 0.00778, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9525, "top5_acc": 0.99938, "loss_cls": 0.29312, "loss": 0.29312, "time": 0.49063} | |
| {"mode": "train", "epoch": 94, "iter": 700, "lr": 0.00777, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.94062, "top5_acc": 1.0, "loss_cls": 0.30992, "loss": 0.30992, "time": 0.41782} | |
| {"mode": "train", "epoch": 94, "iter": 800, "lr": 0.00775, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.94375, "top5_acc": 0.99938, "loss_cls": 0.30833, "loss": 0.30833, "time": 0.50629} | |
| {"mode": "train", "epoch": 94, "iter": 900, "lr": 0.00773, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.94875, "top5_acc": 0.99812, "loss_cls": 0.29921, "loss": 0.29921, "time": 0.2385} | |
| {"mode": "train", "epoch": 94, "iter": 1000, "lr": 0.00771, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96062, "top5_acc": 0.99938, "loss_cls": 0.24616, "loss": 0.24616, "time": 0.44805} | |
| {"mode": "train", "epoch": 94, "iter": 1100, "lr": 0.00769, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95938, "top5_acc": 1.0, "loss_cls": 0.27658, "loss": 0.27658, "time": 0.49159} | |
| {"mode": "train", "epoch": 94, "iter": 1200, "lr": 0.00767, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.94812, "top5_acc": 1.0, "loss_cls": 0.30549, "loss": 0.30549, "time": 0.48971} | |
| {"mode": "val", "epoch": 94, "iter": 533, "lr": 0.00766, "top1_acc": 0.8675, "top5_acc": 0.99167, "mean_class_accuracy": 0.82622} | |
| {"mode": "train", "epoch": 95, "iter": 100, "lr": 0.00764, "memory": 4083, "data_time": 0.18738, "top1_acc": 0.96, "top5_acc": 0.99938, "loss_cls": 0.26504, "loss": 0.26504, "time": 0.80434} | |
| {"mode": "train", "epoch": 95, "iter": 200, "lr": 0.00762, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96375, "top5_acc": 0.99938, "loss_cls": 0.23062, "loss": 0.23062, "time": 0.49567} | |
| {"mode": "train", "epoch": 95, "iter": 300, "lr": 0.0076, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.96, "top5_acc": 0.99875, "loss_cls": 0.26358, "loss": 0.26358, "time": 0.48865} | |
| {"mode": "train", "epoch": 95, "iter": 400, "lr": 0.00758, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.955, "top5_acc": 0.99938, "loss_cls": 0.27602, "loss": 0.27602, "time": 0.48922} | |
| {"mode": "train", "epoch": 95, "iter": 500, "lr": 0.00756, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95688, "top5_acc": 0.99938, "loss_cls": 0.2716, "loss": 0.2716, "time": 0.49104} | |
| {"mode": "train", "epoch": 95, "iter": 600, "lr": 0.00754, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.94562, "top5_acc": 1.0, "loss_cls": 0.30568, "loss": 0.30568, "time": 0.49143} | |
| {"mode": "train", "epoch": 95, "iter": 700, "lr": 0.00752, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94812, "top5_acc": 1.0, "loss_cls": 0.33431, "loss": 0.33431, "time": 0.3742} | |
| {"mode": "train", "epoch": 95, "iter": 800, "lr": 0.00751, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.955, "top5_acc": 1.0, "loss_cls": 0.2829, "loss": 0.2829, "time": 0.50948} | |
| {"mode": "train", "epoch": 95, "iter": 900, "lr": 0.00749, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95938, "top5_acc": 0.99938, "loss_cls": 0.26576, "loss": 0.26576, "time": 0.24689} | |
| {"mode": "train", "epoch": 95, "iter": 1000, "lr": 0.00747, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.94688, "top5_acc": 0.99938, "loss_cls": 0.33126, "loss": 0.33126, "time": 0.46448} | |
| {"mode": "train", "epoch": 95, "iter": 1100, "lr": 0.00745, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.94812, "top5_acc": 0.99812, "loss_cls": 0.32509, "loss": 0.32509, "time": 0.49445} | |
| {"mode": "train", "epoch": 95, "iter": 1200, "lr": 0.00743, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.945, "top5_acc": 0.99875, "loss_cls": 0.29963, "loss": 0.29963, "time": 0.49109} | |
| {"mode": "val", "epoch": 95, "iter": 533, "lr": 0.00742, "top1_acc": 0.88933, "top5_acc": 0.99331, "mean_class_accuracy": 0.84699} | |
| {"mode": "train", "epoch": 96, "iter": 100, "lr": 0.0074, "memory": 4083, "data_time": 0.18351, "top1_acc": 0.9575, "top5_acc": 1.0, "loss_cls": 0.24625, "loss": 0.24625, "time": 0.77903} | |
| {"mode": "train", "epoch": 96, "iter": 200, "lr": 0.00738, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.95875, "top5_acc": 0.99938, "loss_cls": 0.25249, "loss": 0.25249, "time": 0.48916} | |
| {"mode": "train", "epoch": 96, "iter": 300, "lr": 0.00736, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.965, "top5_acc": 0.99875, "loss_cls": 0.2389, "loss": 0.2389, "time": 0.49003} | |
| {"mode": "train", "epoch": 96, "iter": 400, "lr": 0.00734, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.96812, "top5_acc": 0.99938, "loss_cls": 0.21609, "loss": 0.21609, "time": 0.49063} | |
| {"mode": "train", "epoch": 96, "iter": 500, "lr": 0.00732, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.96125, "top5_acc": 1.0, "loss_cls": 0.26127, "loss": 0.26127, "time": 0.49165} | |
| {"mode": "train", "epoch": 96, "iter": 600, "lr": 0.0073, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95812, "top5_acc": 1.0, "loss_cls": 0.24239, "loss": 0.24239, "time": 0.48785} | |
| {"mode": "train", "epoch": 96, "iter": 700, "lr": 0.00729, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.95, "top5_acc": 0.99938, "loss_cls": 0.27553, "loss": 0.27553, "time": 0.36464} | |
| {"mode": "train", "epoch": 96, "iter": 800, "lr": 0.00727, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.95438, "top5_acc": 0.99875, "loss_cls": 0.25284, "loss": 0.25284, "time": 0.50965} | |
| {"mode": "train", "epoch": 96, "iter": 900, "lr": 0.00725, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.95375, "top5_acc": 0.99938, "loss_cls": 0.2701, "loss": 0.2701, "time": 0.24676} | |
| {"mode": "train", "epoch": 96, "iter": 1000, "lr": 0.00723, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.94938, "top5_acc": 0.99875, "loss_cls": 0.29583, "loss": 0.29583, "time": 0.46523} | |
| {"mode": "train", "epoch": 96, "iter": 1100, "lr": 0.00721, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.955, "top5_acc": 0.99812, "loss_cls": 0.28537, "loss": 0.28537, "time": 0.49024} | |
| {"mode": "train", "epoch": 96, "iter": 1200, "lr": 0.00719, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95062, "top5_acc": 1.0, "loss_cls": 0.28249, "loss": 0.28249, "time": 0.4886} | |
| {"mode": "val", "epoch": 96, "iter": 533, "lr": 0.00718, "top1_acc": 0.89109, "top5_acc": 0.99296, "mean_class_accuracy": 0.84608} | |
| {"mode": "train", "epoch": 97, "iter": 100, "lr": 0.00716, "memory": 4083, "data_time": 0.18338, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.21625, "loss": 0.21625, "time": 0.80274} | |
| {"mode": "train", "epoch": 97, "iter": 200, "lr": 0.00714, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.95938, "top5_acc": 1.0, "loss_cls": 0.2298, "loss": 0.2298, "time": 0.48567} | |
| {"mode": "train", "epoch": 97, "iter": 300, "lr": 0.00712, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.20809, "loss": 0.20809, "time": 0.4868} | |
| {"mode": "train", "epoch": 97, "iter": 400, "lr": 0.0071, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.95625, "top5_acc": 0.99938, "loss_cls": 0.24365, "loss": 0.24365, "time": 0.49056} | |
| {"mode": "train", "epoch": 97, "iter": 500, "lr": 0.00709, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95688, "top5_acc": 1.0, "loss_cls": 0.24478, "loss": 0.24478, "time": 0.48822} | |
| {"mode": "train", "epoch": 97, "iter": 600, "lr": 0.00707, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.96375, "top5_acc": 1.0, "loss_cls": 0.24563, "loss": 0.24563, "time": 0.4912} | |
| {"mode": "train", "epoch": 97, "iter": 700, "lr": 0.00705, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.95562, "top5_acc": 0.99938, "loss_cls": 0.25392, "loss": 0.25392, "time": 0.34312} | |
| {"mode": "train", "epoch": 97, "iter": 800, "lr": 0.00703, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9425, "top5_acc": 1.0, "loss_cls": 0.30802, "loss": 0.30802, "time": 0.50816} | |
| {"mode": "train", "epoch": 97, "iter": 900, "lr": 0.00701, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.94875, "top5_acc": 0.99875, "loss_cls": 0.28563, "loss": 0.28563, "time": 0.25439} | |
| {"mode": "train", "epoch": 97, "iter": 1000, "lr": 0.00699, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94688, "top5_acc": 0.99938, "loss_cls": 0.29727, "loss": 0.29727, "time": 0.48461} | |
| {"mode": "train", "epoch": 97, "iter": 1100, "lr": 0.00698, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.96, "top5_acc": 0.99938, "loss_cls": 0.26278, "loss": 0.26278, "time": 0.492} | |
| {"mode": "train", "epoch": 97, "iter": 1200, "lr": 0.00696, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.95938, "top5_acc": 0.99938, "loss_cls": 0.25532, "loss": 0.25532, "time": 0.48822} | |
| {"mode": "val", "epoch": 97, "iter": 533, "lr": 0.00694, "top1_acc": 0.8722, "top5_acc": 0.99002, "mean_class_accuracy": 0.81932} | |
| {"mode": "train", "epoch": 98, "iter": 100, "lr": 0.00692, "memory": 4083, "data_time": 0.18978, "top1_acc": 0.9675, "top5_acc": 0.99938, "loss_cls": 0.22404, "loss": 0.22404, "time": 0.79946} | |
| {"mode": "train", "epoch": 98, "iter": 200, "lr": 0.00691, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.21739, "loss": 0.21739, "time": 0.48812} | |
| {"mode": "train", "epoch": 98, "iter": 300, "lr": 0.00689, "memory": 4083, "data_time": 0.00055, "top1_acc": 0.96875, "top5_acc": 1.0, "loss_cls": 0.23238, "loss": 0.23238, "time": 0.49186} | |
| {"mode": "train", "epoch": 98, "iter": 400, "lr": 0.00687, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.20243, "loss": 0.20243, "time": 0.48746} | |
| {"mode": "train", "epoch": 98, "iter": 500, "lr": 0.00685, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.21045, "loss": 0.21045, "time": 0.48764} | |
| {"mode": "train", "epoch": 98, "iter": 600, "lr": 0.00683, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.95562, "top5_acc": 1.0, "loss_cls": 0.23435, "loss": 0.23435, "time": 0.49352} | |
| {"mode": "train", "epoch": 98, "iter": 700, "lr": 0.00681, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.96188, "top5_acc": 0.99938, "loss_cls": 0.25051, "loss": 0.25051, "time": 0.32675} | |
| {"mode": "train", "epoch": 98, "iter": 800, "lr": 0.0068, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.95188, "top5_acc": 0.99875, "loss_cls": 0.2707, "loss": 0.2707, "time": 0.50937} | |
| {"mode": "train", "epoch": 98, "iter": 900, "lr": 0.00678, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96625, "top5_acc": 0.99875, "loss_cls": 0.2299, "loss": 0.2299, "time": 0.25688} | |
| {"mode": "train", "epoch": 98, "iter": 1000, "lr": 0.00676, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94812, "top5_acc": 0.99938, "loss_cls": 0.26576, "loss": 0.26576, "time": 0.48828} | |
| {"mode": "train", "epoch": 98, "iter": 1100, "lr": 0.00674, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9475, "top5_acc": 0.99875, "loss_cls": 0.28378, "loss": 0.28378, "time": 0.48711} | |
| {"mode": "train", "epoch": 98, "iter": 1200, "lr": 0.00672, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.955, "top5_acc": 0.99938, "loss_cls": 0.25191, "loss": 0.25191, "time": 0.49251} | |
| {"mode": "val", "epoch": 98, "iter": 533, "lr": 0.00671, "top1_acc": 0.89039, "top5_acc": 0.99308, "mean_class_accuracy": 0.8447} | |
| {"mode": "train", "epoch": 99, "iter": 100, "lr": 0.00669, "memory": 4083, "data_time": 0.18583, "top1_acc": 0.96625, "top5_acc": 1.0, "loss_cls": 0.19563, "loss": 0.19563, "time": 0.77522} | |
| {"mode": "train", "epoch": 99, "iter": 200, "lr": 0.00667, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.20437, "loss": 0.20437, "time": 0.49329} | |
| {"mode": "train", "epoch": 99, "iter": 300, "lr": 0.00665, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96125, "top5_acc": 1.0, "loss_cls": 0.23252, "loss": 0.23252, "time": 0.48855} | |
| {"mode": "train", "epoch": 99, "iter": 400, "lr": 0.00664, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.20493, "loss": 0.20493, "time": 0.49083} | |
| {"mode": "train", "epoch": 99, "iter": 500, "lr": 0.00662, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96125, "top5_acc": 0.99938, "loss_cls": 0.24222, "loss": 0.24222, "time": 0.4934} | |
| {"mode": "train", "epoch": 99, "iter": 600, "lr": 0.0066, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 0.2163, "loss": 0.2163, "time": 0.48777} | |
| {"mode": "train", "epoch": 99, "iter": 700, "lr": 0.00658, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.93938, "top5_acc": 1.0, "loss_cls": 0.31147, "loss": 0.31147, "time": 0.33093} | |
| {"mode": "train", "epoch": 99, "iter": 800, "lr": 0.00656, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.95375, "top5_acc": 0.99875, "loss_cls": 0.26979, "loss": 0.26979, "time": 0.51102} | |
| {"mode": "train", "epoch": 99, "iter": 900, "lr": 0.00655, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.965, "top5_acc": 1.0, "loss_cls": 0.2336, "loss": 0.2336, "time": 0.26199} | |
| {"mode": "train", "epoch": 99, "iter": 1000, "lr": 0.00653, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.95, "top5_acc": 1.0, "loss_cls": 0.27856, "loss": 0.27856, "time": 0.49131} | |
| {"mode": "train", "epoch": 99, "iter": 1100, "lr": 0.00651, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95562, "top5_acc": 0.99875, "loss_cls": 0.26877, "loss": 0.26877, "time": 0.49353} | |
| {"mode": "train", "epoch": 99, "iter": 1200, "lr": 0.00649, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.95438, "top5_acc": 1.0, "loss_cls": 0.25056, "loss": 0.25056, "time": 0.48808} | |
| {"mode": "val", "epoch": 99, "iter": 533, "lr": 0.00648, "top1_acc": 0.89461, "top5_acc": 0.99355, "mean_class_accuracy": 0.84904} | |
| {"mode": "train", "epoch": 100, "iter": 100, "lr": 0.00646, "memory": 4083, "data_time": 0.183, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 0.22417, "loss": 0.22417, "time": 0.79285} | |
| {"mode": "train", "epoch": 100, "iter": 200, "lr": 0.00644, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.96188, "top5_acc": 0.99875, "loss_cls": 0.24652, "loss": 0.24652, "time": 0.48924} | |
| {"mode": "train", "epoch": 100, "iter": 300, "lr": 0.00642, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.96312, "top5_acc": 0.99938, "loss_cls": 0.2139, "loss": 0.2139, "time": 0.48844} | |
| {"mode": "train", "epoch": 100, "iter": 400, "lr": 0.00641, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.21609, "loss": 0.21609, "time": 0.49043} | |
| {"mode": "train", "epoch": 100, "iter": 500, "lr": 0.00639, "memory": 4083, "data_time": 0.00049, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.17169, "loss": 0.17169, "time": 0.48743} | |
| {"mode": "train", "epoch": 100, "iter": 600, "lr": 0.00637, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.96375, "top5_acc": 0.99938, "loss_cls": 0.21323, "loss": 0.21323, "time": 0.48841} | |
| {"mode": "train", "epoch": 100, "iter": 700, "lr": 0.00635, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.9625, "top5_acc": 1.0, "loss_cls": 0.23276, "loss": 0.23276, "time": 0.32162} | |
| {"mode": "train", "epoch": 100, "iter": 800, "lr": 0.00634, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95875, "top5_acc": 0.99938, "loss_cls": 0.26362, "loss": 0.26362, "time": 0.51087} | |
| {"mode": "train", "epoch": 100, "iter": 900, "lr": 0.00632, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95562, "top5_acc": 1.0, "loss_cls": 0.25024, "loss": 0.25024, "time": 0.26117} | |
| {"mode": "train", "epoch": 100, "iter": 1000, "lr": 0.0063, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95812, "top5_acc": 0.99938, "loss_cls": 0.23408, "loss": 0.23408, "time": 0.48938} | |
| {"mode": "train", "epoch": 100, "iter": 1100, "lr": 0.00628, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.95188, "top5_acc": 0.99938, "loss_cls": 0.2542, "loss": 0.2542, "time": 0.48942} | |
| {"mode": "train", "epoch": 100, "iter": 1200, "lr": 0.00626, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.95438, "top5_acc": 1.0, "loss_cls": 0.28777, "loss": 0.28777, "time": 0.49025} | |
| {"mode": "val", "epoch": 100, "iter": 533, "lr": 0.00625, "top1_acc": 0.87795, "top5_acc": 0.99214, "mean_class_accuracy": 0.82595} | |
| {"mode": "train", "epoch": 101, "iter": 100, "lr": 0.00623, "memory": 4083, "data_time": 0.18537, "top1_acc": 0.96125, "top5_acc": 0.99938, "loss_cls": 0.24404, "loss": 0.24404, "time": 0.79116} | |
| {"mode": "train", "epoch": 101, "iter": 200, "lr": 0.00621, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.96875, "top5_acc": 1.0, "loss_cls": 0.20384, "loss": 0.20384, "time": 0.48937} | |
| {"mode": "train", "epoch": 101, "iter": 300, "lr": 0.0062, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.21484, "loss": 0.21484, "time": 0.48996} | |
| {"mode": "train", "epoch": 101, "iter": 400, "lr": 0.00618, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.965, "top5_acc": 1.0, "loss_cls": 0.2271, "loss": 0.2271, "time": 0.48711} | |
| {"mode": "train", "epoch": 101, "iter": 500, "lr": 0.00616, "memory": 4083, "data_time": 0.00054, "top1_acc": 0.96, "top5_acc": 0.99875, "loss_cls": 0.23569, "loss": 0.23569, "time": 0.48771} | |
| {"mode": "train", "epoch": 101, "iter": 600, "lr": 0.00614, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.21758, "loss": 0.21758, "time": 0.48696} | |
| {"mode": "train", "epoch": 101, "iter": 700, "lr": 0.00613, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.95875, "top5_acc": 1.0, "loss_cls": 0.2521, "loss": 0.2521, "time": 0.32118} | |
| {"mode": "train", "epoch": 101, "iter": 800, "lr": 0.00611, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95875, "top5_acc": 1.0, "loss_cls": 0.23855, "loss": 0.23855, "time": 0.50963} | |
| {"mode": "train", "epoch": 101, "iter": 900, "lr": 0.00609, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.20175, "loss": 0.20175, "time": 0.27024} | |
| {"mode": "train", "epoch": 101, "iter": 1000, "lr": 0.00607, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.20691, "loss": 0.20691, "time": 0.4912} | |
| {"mode": "train", "epoch": 101, "iter": 1100, "lr": 0.00606, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.20624, "loss": 0.20624, "time": 0.49258} | |
| {"mode": "train", "epoch": 101, "iter": 1200, "lr": 0.00604, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97, "top5_acc": 1.0, "loss_cls": 0.19781, "loss": 0.19781, "time": 0.48916} | |
| {"mode": "val", "epoch": 101, "iter": 533, "lr": 0.00602, "top1_acc": 0.88018, "top5_acc": 0.99038, "mean_class_accuracy": 0.85302} | |
| {"mode": "train", "epoch": 102, "iter": 100, "lr": 0.00601, "memory": 4083, "data_time": 0.18575, "top1_acc": 0.97562, "top5_acc": 0.99938, "loss_cls": 0.1927, "loss": 0.1927, "time": 0.79001} | |
| {"mode": "train", "epoch": 102, "iter": 200, "lr": 0.00599, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.16293, "loss": 0.16293, "time": 0.49314} | |
| {"mode": "train", "epoch": 102, "iter": 300, "lr": 0.00597, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.19419, "loss": 0.19419, "time": 0.48868} | |
| {"mode": "train", "epoch": 102, "iter": 400, "lr": 0.00596, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97, "top5_acc": 0.99938, "loss_cls": 0.19626, "loss": 0.19626, "time": 0.49092} | |
| {"mode": "train", "epoch": 102, "iter": 500, "lr": 0.00594, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96562, "top5_acc": 0.99938, "loss_cls": 0.20795, "loss": 0.20795, "time": 0.48719} | |
| {"mode": "train", "epoch": 102, "iter": 600, "lr": 0.00592, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.95688, "top5_acc": 0.99875, "loss_cls": 0.25401, "loss": 0.25401, "time": 0.48935} | |
| {"mode": "train", "epoch": 102, "iter": 700, "lr": 0.0059, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.96062, "top5_acc": 0.99938, "loss_cls": 0.24746, "loss": 0.24746, "time": 0.31754} | |
| {"mode": "train", "epoch": 102, "iter": 800, "lr": 0.00589, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.96438, "top5_acc": 0.99938, "loss_cls": 0.22507, "loss": 0.22507, "time": 0.51137} | |
| {"mode": "train", "epoch": 102, "iter": 900, "lr": 0.00587, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.96125, "top5_acc": 0.99938, "loss_cls": 0.21963, "loss": 0.21963, "time": 0.28218} | |
| {"mode": "train", "epoch": 102, "iter": 1000, "lr": 0.00585, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97188, "top5_acc": 0.99938, "loss_cls": 0.20694, "loss": 0.20694, "time": 0.48972} | |
| {"mode": "train", "epoch": 102, "iter": 1100, "lr": 0.00583, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.22701, "loss": 0.22701, "time": 0.48895} | |
| {"mode": "train", "epoch": 102, "iter": 1200, "lr": 0.00582, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.96, "top5_acc": 0.99875, "loss_cls": 0.27042, "loss": 0.27042, "time": 0.48962} | |
| {"mode": "val", "epoch": 102, "iter": 533, "lr": 0.0058, "top1_acc": 0.87466, "top5_acc": 0.99026, "mean_class_accuracy": 0.83175} | |
| {"mode": "train", "epoch": 103, "iter": 100, "lr": 0.00579, "memory": 4083, "data_time": 0.18426, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.21431, "loss": 0.21431, "time": 0.80175} | |
| {"mode": "train", "epoch": 103, "iter": 200, "lr": 0.00577, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.15454, "loss": 0.15454, "time": 0.49078} | |
| {"mode": "train", "epoch": 103, "iter": 300, "lr": 0.00575, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.9725, "top5_acc": 0.99938, "loss_cls": 0.17719, "loss": 0.17719, "time": 0.49213} | |
| {"mode": "train", "epoch": 103, "iter": 400, "lr": 0.00573, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.20287, "loss": 0.20287, "time": 0.48598} | |
| {"mode": "train", "epoch": 103, "iter": 500, "lr": 0.00572, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.17374, "loss": 0.17374, "time": 0.48937} | |
| {"mode": "train", "epoch": 103, "iter": 600, "lr": 0.0057, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.96688, "top5_acc": 0.99938, "loss_cls": 0.20675, "loss": 0.20675, "time": 0.48758} | |
| {"mode": "train", "epoch": 103, "iter": 700, "lr": 0.00568, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96188, "top5_acc": 0.99875, "loss_cls": 0.23431, "loss": 0.23431, "time": 0.27652} | |
| {"mode": "train", "epoch": 103, "iter": 800, "lr": 0.00566, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.95688, "top5_acc": 1.0, "loss_cls": 0.22952, "loss": 0.22952, "time": 0.51059} | |
| {"mode": "train", "epoch": 103, "iter": 900, "lr": 0.00565, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.19869, "loss": 0.19869, "time": 0.31313} | |
| {"mode": "train", "epoch": 103, "iter": 1000, "lr": 0.00563, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9675, "top5_acc": 0.99938, "loss_cls": 0.20399, "loss": 0.20399, "time": 0.4863} | |
| {"mode": "train", "epoch": 103, "iter": 1100, "lr": 0.00561, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.19058, "loss": 0.19058, "time": 0.4894} | |
| {"mode": "train", "epoch": 103, "iter": 1200, "lr": 0.0056, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.17817, "loss": 0.17817, "time": 0.49052} | |
| {"mode": "val", "epoch": 103, "iter": 533, "lr": 0.00558, "top1_acc": 0.89133, "top5_acc": 0.99355, "mean_class_accuracy": 0.84488} | |
| {"mode": "train", "epoch": 104, "iter": 100, "lr": 0.00557, "memory": 4083, "data_time": 0.18515, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.17046, "loss": 0.17046, "time": 0.79913} | |
| {"mode": "train", "epoch": 104, "iter": 200, "lr": 0.00555, "memory": 4083, "data_time": 0.00046, "top1_acc": 0.98062, "top5_acc": 0.99938, "loss_cls": 0.15666, "loss": 0.15666, "time": 0.49489} | |
| {"mode": "train", "epoch": 104, "iter": 300, "lr": 0.00553, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.98188, "top5_acc": 0.99938, "loss_cls": 0.1641, "loss": 0.1641, "time": 0.48794} | |
| {"mode": "train", "epoch": 104, "iter": 400, "lr": 0.00551, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.95812, "top5_acc": 1.0, "loss_cls": 0.23258, "loss": 0.23258, "time": 0.48883} | |
| {"mode": "train", "epoch": 104, "iter": 500, "lr": 0.0055, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.96062, "top5_acc": 0.99938, "loss_cls": 0.25904, "loss": 0.25904, "time": 0.48676} | |
| {"mode": "train", "epoch": 104, "iter": 600, "lr": 0.00548, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.20861, "loss": 0.20861, "time": 0.4913} | |
| {"mode": "train", "epoch": 104, "iter": 700, "lr": 0.00546, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.20767, "loss": 0.20767, "time": 0.31052} | |
| {"mode": "train", "epoch": 104, "iter": 800, "lr": 0.00545, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.18279, "loss": 0.18279, "time": 0.44807} | |
| {"mode": "train", "epoch": 104, "iter": 900, "lr": 0.00543, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.22161, "loss": 0.22161, "time": 0.33424} | |
| {"mode": "train", "epoch": 104, "iter": 1000, "lr": 0.00541, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.19865, "loss": 0.19865, "time": 0.49059} | |
| {"mode": "train", "epoch": 104, "iter": 1100, "lr": 0.0054, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.20525, "loss": 0.20525, "time": 0.48852} | |
| {"mode": "train", "epoch": 104, "iter": 1200, "lr": 0.00538, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.18972, "loss": 0.18972, "time": 0.48951} | |
| {"mode": "val", "epoch": 104, "iter": 533, "lr": 0.00537, "top1_acc": 0.89579, "top5_acc": 0.99179, "mean_class_accuracy": 0.85377} | |
| {"mode": "train", "epoch": 105, "iter": 100, "lr": 0.00535, "memory": 4083, "data_time": 0.18607, "top1_acc": 0.97438, "top5_acc": 0.99938, "loss_cls": 0.17868, "loss": 0.17868, "time": 0.79033} | |
| {"mode": "train", "epoch": 105, "iter": 200, "lr": 0.00533, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.18317, "loss": 0.18317, "time": 0.494} | |
| {"mode": "train", "epoch": 105, "iter": 300, "lr": 0.00532, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.15208, "loss": 0.15208, "time": 0.48776} | |
| {"mode": "train", "epoch": 105, "iter": 400, "lr": 0.0053, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.16274, "loss": 0.16274, "time": 0.49042} | |
| {"mode": "train", "epoch": 105, "iter": 500, "lr": 0.00528, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.13794, "loss": 0.13794, "time": 0.48675} | |
| {"mode": "train", "epoch": 105, "iter": 600, "lr": 0.00527, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.16967, "loss": 0.16967, "time": 0.48953} | |
| {"mode": "train", "epoch": 105, "iter": 700, "lr": 0.00525, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.15465, "loss": 0.15465, "time": 0.31876} | |
| {"mode": "train", "epoch": 105, "iter": 800, "lr": 0.00523, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.15269, "loss": 0.15269, "time": 0.43247} | |
| {"mode": "train", "epoch": 105, "iter": 900, "lr": 0.00522, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.18049, "loss": 0.18049, "time": 0.35466} | |
| {"mode": "train", "epoch": 105, "iter": 1000, "lr": 0.0052, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96688, "top5_acc": 0.99938, "loss_cls": 0.18602, "loss": 0.18602, "time": 0.49148} | |
| {"mode": "train", "epoch": 105, "iter": 1100, "lr": 0.00518, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.965, "top5_acc": 0.99938, "loss_cls": 0.21673, "loss": 0.21673, "time": 0.48948} | |
| {"mode": "train", "epoch": 105, "iter": 1200, "lr": 0.00517, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.95562, "top5_acc": 1.0, "loss_cls": 0.22283, "loss": 0.22283, "time": 0.49053} | |
| {"mode": "val", "epoch": 105, "iter": 533, "lr": 0.00515, "top1_acc": 0.88828, "top5_acc": 0.99096, "mean_class_accuracy": 0.85236} | |
| {"mode": "train", "epoch": 106, "iter": 100, "lr": 0.00514, "memory": 4083, "data_time": 0.1926, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.17614, "loss": 0.17614, "time": 0.79704} | |
| {"mode": "train", "epoch": 106, "iter": 200, "lr": 0.00512, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.14353, "loss": 0.14353, "time": 0.49034} | |
| {"mode": "train", "epoch": 106, "iter": 300, "lr": 0.0051, "memory": 4083, "data_time": 0.00049, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.13586, "loss": 0.13586, "time": 0.48782} | |
| {"mode": "train", "epoch": 106, "iter": 400, "lr": 0.00509, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.17861, "loss": 0.17861, "time": 0.48976} | |
| {"mode": "train", "epoch": 106, "iter": 500, "lr": 0.00507, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.16963, "loss": 0.16963, "time": 0.4882} | |
| {"mode": "train", "epoch": 106, "iter": 600, "lr": 0.00505, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.18497, "loss": 0.18497, "time": 0.48257} | |
| {"mode": "train", "epoch": 106, "iter": 700, "lr": 0.00504, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97438, "top5_acc": 0.99938, "loss_cls": 0.16818, "loss": 0.16818, "time": 0.35305} | |
| {"mode": "train", "epoch": 106, "iter": 800, "lr": 0.00502, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96, "top5_acc": 0.99875, "loss_cls": 0.21508, "loss": 0.21508, "time": 0.3793} | |
| {"mode": "train", "epoch": 106, "iter": 900, "lr": 0.005, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.17125, "loss": 0.17125, "time": 0.37686} | |
| {"mode": "train", "epoch": 106, "iter": 1000, "lr": 0.00499, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.15823, "loss": 0.15823, "time": 0.49137} | |
| {"mode": "train", "epoch": 106, "iter": 1100, "lr": 0.00497, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.17918, "loss": 0.17918, "time": 0.49454} | |
| {"mode": "train", "epoch": 106, "iter": 1200, "lr": 0.00496, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.15369, "loss": 0.15369, "time": 0.48724} | |
| {"mode": "val", "epoch": 106, "iter": 533, "lr": 0.00494, "top1_acc": 0.88182, "top5_acc": 0.99343, "mean_class_accuracy": 0.83521} | |
| {"mode": "train", "epoch": 107, "iter": 100, "lr": 0.00493, "memory": 4083, "data_time": 0.18606, "top1_acc": 0.97938, "top5_acc": 0.99938, "loss_cls": 0.1583, "loss": 0.1583, "time": 0.78769} | |
| {"mode": "train", "epoch": 107, "iter": 200, "lr": 0.00491, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.15504, "loss": 0.15504, "time": 0.49141} | |
| {"mode": "train", "epoch": 107, "iter": 300, "lr": 0.00489, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.13509, "loss": 0.13509, "time": 0.4922} | |
| {"mode": "train", "epoch": 107, "iter": 400, "lr": 0.00488, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.12434, "loss": 0.12434, "time": 0.48722} | |
| {"mode": "train", "epoch": 107, "iter": 500, "lr": 0.00486, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.98688, "top5_acc": 0.99938, "loss_cls": 0.10842, "loss": 0.10842, "time": 0.48945} | |
| {"mode": "train", "epoch": 107, "iter": 600, "lr": 0.00485, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98375, "top5_acc": 0.99938, "loss_cls": 0.13285, "loss": 0.13285, "time": 0.47908} | |
| {"mode": "train", "epoch": 107, "iter": 700, "lr": 0.00483, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.14211, "loss": 0.14211, "time": 0.37092} | |
| {"mode": "train", "epoch": 107, "iter": 800, "lr": 0.00481, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.16919, "loss": 0.16919, "time": 0.36185} | |
| {"mode": "train", "epoch": 107, "iter": 900, "lr": 0.0048, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.17462, "loss": 0.17462, "time": 0.38223} | |
| {"mode": "train", "epoch": 107, "iter": 1000, "lr": 0.00478, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.1756, "loss": 0.1756, "time": 0.48895} | |
| {"mode": "train", "epoch": 107, "iter": 1100, "lr": 0.00476, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.17409, "loss": 0.17409, "time": 0.48996} | |
| {"mode": "train", "epoch": 107, "iter": 1200, "lr": 0.00475, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.14486, "loss": 0.14486, "time": 0.48876} | |
| {"mode": "val", "epoch": 107, "iter": 533, "lr": 0.00474, "top1_acc": 0.8925, "top5_acc": 0.9919, "mean_class_accuracy": 0.85193} | |
| {"mode": "train", "epoch": 108, "iter": 100, "lr": 0.00472, "memory": 4083, "data_time": 0.18486, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.16323, "loss": 0.16323, "time": 0.79707} | |
| {"mode": "train", "epoch": 108, "iter": 200, "lr": 0.0047, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.14512, "loss": 0.14512, "time": 0.49444} | |
| {"mode": "train", "epoch": 108, "iter": 300, "lr": 0.00469, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.1503, "loss": 0.1503, "time": 0.49023} | |
| {"mode": "train", "epoch": 108, "iter": 400, "lr": 0.00467, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.12625, "loss": 0.12625, "time": 0.48833} | |
| {"mode": "train", "epoch": 108, "iter": 500, "lr": 0.00466, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.18521, "loss": 0.18521, "time": 0.48899} | |
| {"mode": "train", "epoch": 108, "iter": 600, "lr": 0.00464, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.17019, "loss": 0.17019, "time": 0.4632} | |
| {"mode": "train", "epoch": 108, "iter": 700, "lr": 0.00462, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.98125, "top5_acc": 0.99938, "loss_cls": 0.14607, "loss": 0.14607, "time": 0.3933} | |
| {"mode": "train", "epoch": 108, "iter": 800, "lr": 0.00461, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.98062, "top5_acc": 0.99938, "loss_cls": 0.15703, "loss": 0.15703, "time": 0.34137} | |
| {"mode": "train", "epoch": 108, "iter": 900, "lr": 0.00459, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.11727, "loss": 0.11727, "time": 0.39704} | |
| {"mode": "train", "epoch": 108, "iter": 1000, "lr": 0.00458, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.14287, "loss": 0.14287, "time": 0.49237} | |
| {"mode": "train", "epoch": 108, "iter": 1100, "lr": 0.00456, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97375, "top5_acc": 0.99938, "loss_cls": 0.17634, "loss": 0.17634, "time": 0.49102} | |
| {"mode": "train", "epoch": 108, "iter": 1200, "lr": 0.00455, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.15165, "loss": 0.15165, "time": 0.49114} | |
| {"mode": "val", "epoch": 108, "iter": 533, "lr": 0.00453, "top1_acc": 0.89344, "top5_acc": 0.99472, "mean_class_accuracy": 0.85062} | |
| {"mode": "train", "epoch": 109, "iter": 100, "lr": 0.00452, "memory": 4083, "data_time": 0.18635, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.16566, "loss": 0.16566, "time": 0.79701} | |
| {"mode": "train", "epoch": 109, "iter": 200, "lr": 0.0045, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.97938, "top5_acc": 0.99938, "loss_cls": 0.1446, "loss": 0.1446, "time": 0.49034} | |
| {"mode": "train", "epoch": 109, "iter": 300, "lr": 0.00449, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98688, "top5_acc": 0.99938, "loss_cls": 0.12396, "loss": 0.12396, "time": 0.48593} | |
| {"mode": "train", "epoch": 109, "iter": 400, "lr": 0.00447, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.12097, "loss": 0.12097, "time": 0.4901} | |
| {"mode": "train", "epoch": 109, "iter": 500, "lr": 0.00445, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.12111, "loss": 0.12111, "time": 0.49135} | |
| {"mode": "train", "epoch": 109, "iter": 600, "lr": 0.00444, "memory": 4083, "data_time": 0.00056, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.13215, "loss": 0.13215, "time": 0.45421} | |
| {"mode": "train", "epoch": 109, "iter": 700, "lr": 0.00442, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.13854, "loss": 0.13854, "time": 0.41719} | |
| {"mode": "train", "epoch": 109, "iter": 800, "lr": 0.00441, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.1404, "loss": 0.1404, "time": 0.31635} | |
| {"mode": "train", "epoch": 109, "iter": 900, "lr": 0.00439, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.10484, "loss": 0.10484, "time": 0.4101} | |
| {"mode": "train", "epoch": 109, "iter": 1000, "lr": 0.00438, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.15398, "loss": 0.15398, "time": 0.49025} | |
| {"mode": "train", "epoch": 109, "iter": 1100, "lr": 0.00436, "memory": 4083, "data_time": 0.00021, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.16751, "loss": 0.16751, "time": 0.49219} | |
| {"mode": "train", "epoch": 109, "iter": 1200, "lr": 0.00434, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.97375, "top5_acc": 0.99938, "loss_cls": 0.18876, "loss": 0.18876, "time": 0.48932} | |
| {"mode": "val", "epoch": 109, "iter": 533, "lr": 0.00433, "top1_acc": 0.89262, "top5_acc": 0.99202, "mean_class_accuracy": 0.85184} | |
| {"mode": "train", "epoch": 110, "iter": 100, "lr": 0.00432, "memory": 4083, "data_time": 0.18789, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.14766, "loss": 0.14766, "time": 0.79519} | |
| {"mode": "train", "epoch": 110, "iter": 200, "lr": 0.0043, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.1298, "loss": 0.1298, "time": 0.48771} | |
| {"mode": "train", "epoch": 110, "iter": 300, "lr": 0.00429, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.11112, "loss": 0.11112, "time": 0.48699} | |
| {"mode": "train", "epoch": 110, "iter": 400, "lr": 0.00427, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.10834, "loss": 0.10834, "time": 0.4888} | |
| {"mode": "train", "epoch": 110, "iter": 500, "lr": 0.00426, "memory": 4083, "data_time": 0.00062, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.11818, "loss": 0.11818, "time": 0.48978} | |
| {"mode": "train", "epoch": 110, "iter": 600, "lr": 0.00424, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.11334, "loss": 0.11334, "time": 0.43585} | |
| {"mode": "train", "epoch": 110, "iter": 700, "lr": 0.00422, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.13855, "loss": 0.13855, "time": 0.46467} | |
| {"mode": "train", "epoch": 110, "iter": 800, "lr": 0.00421, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.13486, "loss": 0.13486, "time": 0.27152} | |
| {"mode": "train", "epoch": 110, "iter": 900, "lr": 0.00419, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.14553, "loss": 0.14553, "time": 0.42133} | |
| {"mode": "train", "epoch": 110, "iter": 1000, "lr": 0.00418, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.13509, "loss": 0.13509, "time": 0.49183} | |
| {"mode": "train", "epoch": 110, "iter": 1100, "lr": 0.00416, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.14247, "loss": 0.14247, "time": 0.48702} | |
| {"mode": "train", "epoch": 110, "iter": 1200, "lr": 0.00415, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96625, "top5_acc": 1.0, "loss_cls": 0.17528, "loss": 0.17528, "time": 0.49007} | |
| {"mode": "val", "epoch": 110, "iter": 533, "lr": 0.00414, "top1_acc": 0.89942, "top5_acc": 0.99331, "mean_class_accuracy": 0.86575} | |
| {"mode": "train", "epoch": 111, "iter": 100, "lr": 0.00412, "memory": 4083, "data_time": 0.18917, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.17494, "loss": 0.17494, "time": 0.79712} | |
| {"mode": "train", "epoch": 111, "iter": 200, "lr": 0.00411, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.12493, "loss": 0.12493, "time": 0.49362} | |
| {"mode": "train", "epoch": 111, "iter": 300, "lr": 0.00409, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.15864, "loss": 0.15864, "time": 0.48931} | |
| {"mode": "train", "epoch": 111, "iter": 400, "lr": 0.00408, "memory": 4083, "data_time": 0.00058, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.12538, "loss": 0.12538, "time": 0.4867} | |
| {"mode": "train", "epoch": 111, "iter": 500, "lr": 0.00406, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.11088, "loss": 0.11088, "time": 0.48859} | |
| {"mode": "train", "epoch": 111, "iter": 600, "lr": 0.00405, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.16314, "loss": 0.16314, "time": 0.43082} | |
| {"mode": "train", "epoch": 111, "iter": 700, "lr": 0.00403, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.11594, "loss": 0.11594, "time": 0.45992} | |
| {"mode": "train", "epoch": 111, "iter": 800, "lr": 0.00402, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.13929, "loss": 0.13929, "time": 0.2793} | |
| {"mode": "train", "epoch": 111, "iter": 900, "lr": 0.004, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.1483, "loss": 0.1483, "time": 0.41459} | |
| {"mode": "train", "epoch": 111, "iter": 1000, "lr": 0.00399, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.14098, "loss": 0.14098, "time": 0.49222} | |
| {"mode": "train", "epoch": 111, "iter": 1100, "lr": 0.00397, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.12669, "loss": 0.12669, "time": 0.49363} | |
| {"mode": "train", "epoch": 111, "iter": 1200, "lr": 0.00396, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.16487, "loss": 0.16487, "time": 0.49163} | |
| {"mode": "val", "epoch": 111, "iter": 533, "lr": 0.00394, "top1_acc": 0.89978, "top5_acc": 0.9946, "mean_class_accuracy": 0.85432} | |
| {"mode": "train", "epoch": 112, "iter": 100, "lr": 0.00393, "memory": 4083, "data_time": 0.18675, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.12374, "loss": 0.12374, "time": 0.78233} | |
| {"mode": "train", "epoch": 112, "iter": 200, "lr": 0.00391, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.1271, "loss": 0.1271, "time": 0.49102} | |
| {"mode": "train", "epoch": 112, "iter": 300, "lr": 0.0039, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.13938, "loss": 0.13938, "time": 0.48995} | |
| {"mode": "train", "epoch": 112, "iter": 400, "lr": 0.00388, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.11993, "loss": 0.11993, "time": 0.4928} | |
| {"mode": "train", "epoch": 112, "iter": 500, "lr": 0.00387, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.09274, "loss": 0.09274, "time": 0.49016} | |
| {"mode": "train", "epoch": 112, "iter": 600, "lr": 0.00385, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.0995, "loss": 0.0995, "time": 0.43614} | |
| {"mode": "train", "epoch": 112, "iter": 700, "lr": 0.00384, "memory": 4083, "data_time": 0.00077, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.13708, "loss": 0.13708, "time": 0.4398} | |
| {"mode": "train", "epoch": 112, "iter": 800, "lr": 0.00382, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.14556, "loss": 0.14556, "time": 0.30054} | |
| {"mode": "train", "epoch": 112, "iter": 900, "lr": 0.00381, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.13516, "loss": 0.13516, "time": 0.41654} | |
| {"mode": "train", "epoch": 112, "iter": 1000, "lr": 0.0038, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.12151, "loss": 0.12151, "time": 0.48809} | |
| {"mode": "train", "epoch": 112, "iter": 1100, "lr": 0.00378, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.14374, "loss": 0.14374, "time": 0.48962} | |
| {"mode": "train", "epoch": 112, "iter": 1200, "lr": 0.00377, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.11168, "loss": 0.11168, "time": 0.49432} | |
| {"mode": "val", "epoch": 112, "iter": 533, "lr": 0.00375, "top1_acc": 0.9094, "top5_acc": 0.99343, "mean_class_accuracy": 0.87916} | |
| {"mode": "train", "epoch": 113, "iter": 100, "lr": 0.00374, "memory": 4083, "data_time": 0.18617, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.12287, "loss": 0.12287, "time": 0.80113} | |
| {"mode": "train", "epoch": 113, "iter": 200, "lr": 0.00373, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.11818, "loss": 0.11818, "time": 0.49014} | |
| {"mode": "train", "epoch": 113, "iter": 300, "lr": 0.00371, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.0957, "loss": 0.0957, "time": 0.48852} | |
| {"mode": "train", "epoch": 113, "iter": 400, "lr": 0.0037, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.14158, "loss": 0.14158, "time": 0.48939} | |
| {"mode": "train", "epoch": 113, "iter": 500, "lr": 0.00368, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.09589, "loss": 0.09589, "time": 0.49175} | |
| {"mode": "train", "epoch": 113, "iter": 600, "lr": 0.00367, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.1061, "loss": 0.1061, "time": 0.4243} | |
| {"mode": "train", "epoch": 113, "iter": 700, "lr": 0.00365, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.11502, "loss": 0.11502, "time": 0.46019} | |
| {"mode": "train", "epoch": 113, "iter": 800, "lr": 0.00364, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.09381, "loss": 0.09381, "time": 0.27632} | |
| {"mode": "train", "epoch": 113, "iter": 900, "lr": 0.00362, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.11686, "loss": 0.11686, "time": 0.43455} | |
| {"mode": "train", "epoch": 113, "iter": 1000, "lr": 0.00361, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.13242, "loss": 0.13242, "time": 0.48784} | |
| {"mode": "train", "epoch": 113, "iter": 1100, "lr": 0.0036, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.1038, "loss": 0.1038, "time": 0.49363} | |
| {"mode": "train", "epoch": 113, "iter": 1200, "lr": 0.00358, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.10841, "loss": 0.10841, "time": 0.49153} | |
| {"mode": "val", "epoch": 113, "iter": 533, "lr": 0.00357, "top1_acc": 0.90694, "top5_acc": 0.99261, "mean_class_accuracy": 0.87499} | |
| {"mode": "train", "epoch": 114, "iter": 100, "lr": 0.00355, "memory": 4083, "data_time": 0.18465, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.06998, "loss": 0.06998, "time": 0.79196} | |
| {"mode": "train", "epoch": 114, "iter": 200, "lr": 0.00354, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.1021, "loss": 0.1021, "time": 0.49318} | |
| {"mode": "train", "epoch": 114, "iter": 300, "lr": 0.00353, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.10435, "loss": 0.10435, "time": 0.48939} | |
| {"mode": "train", "epoch": 114, "iter": 400, "lr": 0.00351, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.08215, "loss": 0.08215, "time": 0.48612} | |
| {"mode": "train", "epoch": 114, "iter": 500, "lr": 0.0035, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.08182, "loss": 0.08182, "time": 0.48955} | |
| {"mode": "train", "epoch": 114, "iter": 600, "lr": 0.00348, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.11005, "loss": 0.11005, "time": 0.426} | |
| {"mode": "train", "epoch": 114, "iter": 700, "lr": 0.00347, "memory": 4083, "data_time": 0.00053, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.11614, "loss": 0.11614, "time": 0.4785} | |
| {"mode": "train", "epoch": 114, "iter": 800, "lr": 0.00346, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.12564, "loss": 0.12564, "time": 0.26453} | |
| {"mode": "train", "epoch": 114, "iter": 900, "lr": 0.00344, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.12358, "loss": 0.12358, "time": 0.41808} | |
| {"mode": "train", "epoch": 114, "iter": 1000, "lr": 0.00343, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.07579, "loss": 0.07579, "time": 0.48749} | |
| {"mode": "train", "epoch": 114, "iter": 1100, "lr": 0.00341, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.10944, "loss": 0.10944, "time": 0.49252} | |
| {"mode": "train", "epoch": 114, "iter": 1200, "lr": 0.0034, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.11454, "loss": 0.11454, "time": 0.48956} | |
| {"mode": "val", "epoch": 114, "iter": 533, "lr": 0.00339, "top1_acc": 0.90928, "top5_acc": 0.99355, "mean_class_accuracy": 0.87145} | |
| {"mode": "train", "epoch": 115, "iter": 100, "lr": 0.00337, "memory": 4083, "data_time": 0.18397, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06837, "loss": 0.06837, "time": 0.79311} | |
| {"mode": "train", "epoch": 115, "iter": 200, "lr": 0.00336, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07412, "loss": 0.07412, "time": 0.49196} | |
| {"mode": "train", "epoch": 115, "iter": 300, "lr": 0.00335, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.09089, "loss": 0.09089, "time": 0.49526} | |
| {"mode": "train", "epoch": 115, "iter": 400, "lr": 0.00333, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.0768, "loss": 0.0768, "time": 0.49143} | |
| {"mode": "train", "epoch": 115, "iter": 500, "lr": 0.00332, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.06318, "loss": 0.06318, "time": 0.49002} | |
| {"mode": "train", "epoch": 115, "iter": 600, "lr": 0.0033, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07399, "loss": 0.07399, "time": 0.41313} | |
| {"mode": "train", "epoch": 115, "iter": 700, "lr": 0.00329, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.05205, "loss": 0.05205, "time": 0.50395} | |
| {"mode": "train", "epoch": 115, "iter": 800, "lr": 0.00328, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.05092, "loss": 0.05092, "time": 0.24247} | |
| {"mode": "train", "epoch": 115, "iter": 900, "lr": 0.00326, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.06039, "loss": 0.06039, "time": 0.44316} | |
| {"mode": "train", "epoch": 115, "iter": 1000, "lr": 0.00325, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08445, "loss": 0.08445, "time": 0.49066} | |
| {"mode": "train", "epoch": 115, "iter": 1100, "lr": 0.00324, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.09707, "loss": 0.09707, "time": 0.4913} | |
| {"mode": "train", "epoch": 115, "iter": 1200, "lr": 0.00322, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.08967, "loss": 0.08967, "time": 0.49214} | |
| {"mode": "val", "epoch": 115, "iter": 533, "lr": 0.00321, "top1_acc": 0.90518, "top5_acc": 0.99214, "mean_class_accuracy": 0.87057} | |
| {"mode": "train", "epoch": 116, "iter": 100, "lr": 0.0032, "memory": 4083, "data_time": 0.1854, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.07305, "loss": 0.07305, "time": 0.78278} | |
| {"mode": "train", "epoch": 116, "iter": 200, "lr": 0.00318, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06659, "loss": 0.06659, "time": 0.4898} | |
| {"mode": "train", "epoch": 116, "iter": 300, "lr": 0.00317, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06976, "loss": 0.06976, "time": 0.48914} | |
| {"mode": "train", "epoch": 116, "iter": 400, "lr": 0.00316, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07192, "loss": 0.07192, "time": 0.48723} | |
| {"mode": "train", "epoch": 116, "iter": 500, "lr": 0.00314, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.09851, "loss": 0.09851, "time": 0.48885} | |
| {"mode": "train", "epoch": 116, "iter": 600, "lr": 0.00313, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.11954, "loss": 0.11954, "time": 0.39789} | |
| {"mode": "train", "epoch": 116, "iter": 700, "lr": 0.00312, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.09135, "loss": 0.09135, "time": 0.51024} | |
| {"mode": "train", "epoch": 116, "iter": 800, "lr": 0.0031, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.0935, "loss": 0.0935, "time": 0.233} | |
| {"mode": "train", "epoch": 116, "iter": 900, "lr": 0.00309, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.07876, "loss": 0.07876, "time": 0.44174} | |
| {"mode": "train", "epoch": 116, "iter": 1000, "lr": 0.00308, "memory": 4083, "data_time": 0.00047, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.08146, "loss": 0.08146, "time": 0.49191} | |
| {"mode": "train", "epoch": 116, "iter": 1100, "lr": 0.00306, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.07507, "loss": 0.07507, "time": 0.49081} | |
| {"mode": "train", "epoch": 116, "iter": 1200, "lr": 0.00305, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08982, "loss": 0.08982, "time": 0.49385} | |
| {"mode": "val", "epoch": 116, "iter": 533, "lr": 0.00304, "top1_acc": 0.91316, "top5_acc": 0.99401, "mean_class_accuracy": 0.87961} | |
| {"mode": "train", "epoch": 117, "iter": 100, "lr": 0.00302, "memory": 4083, "data_time": 0.18927, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06741, "loss": 0.06741, "time": 0.79601} | |
| {"mode": "train", "epoch": 117, "iter": 200, "lr": 0.00301, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.07086, "loss": 0.07086, "time": 0.48672} | |
| {"mode": "train", "epoch": 117, "iter": 300, "lr": 0.003, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06926, "loss": 0.06926, "time": 0.48874} | |
| {"mode": "train", "epoch": 117, "iter": 400, "lr": 0.00298, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.06256, "loss": 0.06256, "time": 0.49034} | |
| {"mode": "train", "epoch": 117, "iter": 500, "lr": 0.00297, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05637, "loss": 0.05637, "time": 0.48823} | |
| {"mode": "train", "epoch": 117, "iter": 600, "lr": 0.00296, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06718, "loss": 0.06718, "time": 0.38958} | |
| {"mode": "train", "epoch": 117, "iter": 700, "lr": 0.00294, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.07858, "loss": 0.07858, "time": 0.5116} | |
| {"mode": "train", "epoch": 117, "iter": 800, "lr": 0.00293, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.07359, "loss": 0.07359, "time": 0.23895} | |
| {"mode": "train", "epoch": 117, "iter": 900, "lr": 0.00292, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.065, "loss": 0.065, "time": 0.44955} | |
| {"mode": "train", "epoch": 117, "iter": 1000, "lr": 0.00291, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.06625, "loss": 0.06625, "time": 0.49143} | |
| {"mode": "train", "epoch": 117, "iter": 1100, "lr": 0.00289, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.09116, "loss": 0.09116, "time": 0.4912} | |
| {"mode": "train", "epoch": 117, "iter": 1200, "lr": 0.00288, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.06703, "loss": 0.06703, "time": 0.49179} | |
| {"mode": "val", "epoch": 117, "iter": 533, "lr": 0.00287, "top1_acc": 0.91562, "top5_acc": 0.99437, "mean_class_accuracy": 0.88268} | |
| {"mode": "train", "epoch": 118, "iter": 100, "lr": 0.00286, "memory": 4083, "data_time": 0.18647, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.07095, "loss": 0.07095, "time": 0.78001} | |
| {"mode": "train", "epoch": 118, "iter": 200, "lr": 0.00284, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04879, "loss": 0.04879, "time": 0.48997} | |
| {"mode": "train", "epoch": 118, "iter": 300, "lr": 0.00283, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06642, "loss": 0.06642, "time": 0.49056} | |
| {"mode": "train", "epoch": 118, "iter": 400, "lr": 0.00282, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05366, "loss": 0.05366, "time": 0.49494} | |
| {"mode": "train", "epoch": 118, "iter": 500, "lr": 0.0028, "memory": 4083, "data_time": 0.00059, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.08342, "loss": 0.08342, "time": 0.49274} | |
| {"mode": "train", "epoch": 118, "iter": 600, "lr": 0.00279, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.06499, "loss": 0.06499, "time": 0.38754} | |
| {"mode": "train", "epoch": 118, "iter": 700, "lr": 0.00278, "memory": 4083, "data_time": 0.00058, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07445, "loss": 0.07445, "time": 0.51002} | |
| {"mode": "train", "epoch": 118, "iter": 800, "lr": 0.00277, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.05392, "loss": 0.05392, "time": 0.24171} | |
| {"mode": "train", "epoch": 118, "iter": 900, "lr": 0.00275, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06395, "loss": 0.06395, "time": 0.46997} | |
| {"mode": "train", "epoch": 118, "iter": 1000, "lr": 0.00274, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05865, "loss": 0.05865, "time": 0.48876} | |
| {"mode": "train", "epoch": 118, "iter": 1100, "lr": 0.00273, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.07203, "loss": 0.07203, "time": 0.49376} | |
| {"mode": "train", "epoch": 118, "iter": 1200, "lr": 0.00271, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.06209, "loss": 0.06209, "time": 0.48919} | |
| {"mode": "val", "epoch": 118, "iter": 533, "lr": 0.0027, "top1_acc": 0.91456, "top5_acc": 0.99284, "mean_class_accuracy": 0.88201} | |
| {"mode": "train", "epoch": 119, "iter": 100, "lr": 0.00269, "memory": 4083, "data_time": 0.18841, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.07087, "loss": 0.07087, "time": 0.79111} | |
| {"mode": "train", "epoch": 119, "iter": 200, "lr": 0.00268, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.08029, "loss": 0.08029, "time": 0.48817} | |
| {"mode": "train", "epoch": 119, "iter": 300, "lr": 0.00267, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.08737, "loss": 0.08737, "time": 0.4895} | |
| {"mode": "train", "epoch": 119, "iter": 400, "lr": 0.00265, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.06229, "loss": 0.06229, "time": 0.49265} | |
| {"mode": "train", "epoch": 119, "iter": 500, "lr": 0.00264, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.0709, "loss": 0.0709, "time": 0.49024} | |
| {"mode": "train", "epoch": 119, "iter": 600, "lr": 0.00263, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07771, "loss": 0.07771, "time": 0.35055} | |
| {"mode": "train", "epoch": 119, "iter": 700, "lr": 0.00262, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99, "top5_acc": 0.99938, "loss_cls": 0.08719, "loss": 0.08719, "time": 0.50847} | |
| {"mode": "train", "epoch": 119, "iter": 800, "lr": 0.0026, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07627, "loss": 0.07627, "time": 0.24749} | |
| {"mode": "train", "epoch": 119, "iter": 900, "lr": 0.00259, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.07718, "loss": 0.07718, "time": 0.46884} | |
| {"mode": "train", "epoch": 119, "iter": 1000, "lr": 0.00258, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.05753, "loss": 0.05753, "time": 0.49033} | |
| {"mode": "train", "epoch": 119, "iter": 1100, "lr": 0.00257, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06955, "loss": 0.06955, "time": 0.48678} | |
| {"mode": "train", "epoch": 119, "iter": 1200, "lr": 0.00255, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.05172, "loss": 0.05172, "time": 0.49215} | |
| {"mode": "val", "epoch": 119, "iter": 533, "lr": 0.00254, "top1_acc": 0.91245, "top5_acc": 0.99343, "mean_class_accuracy": 0.8779} | |
| {"mode": "train", "epoch": 120, "iter": 100, "lr": 0.00253, "memory": 4083, "data_time": 0.18789, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.05194, "loss": 0.05194, "time": 0.78854} | |
| {"mode": "train", "epoch": 120, "iter": 200, "lr": 0.00252, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04878, "loss": 0.04878, "time": 0.48713} | |
| {"mode": "train", "epoch": 120, "iter": 300, "lr": 0.00251, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03716, "loss": 0.03716, "time": 0.4896} | |
| {"mode": "train", "epoch": 120, "iter": 400, "lr": 0.00249, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03748, "loss": 0.03748, "time": 0.48839} | |
| {"mode": "train", "epoch": 120, "iter": 500, "lr": 0.00248, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04999, "loss": 0.04999, "time": 0.49254} | |
| {"mode": "train", "epoch": 120, "iter": 600, "lr": 0.00247, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.0698, "loss": 0.0698, "time": 0.3527} | |
| {"mode": "train", "epoch": 120, "iter": 700, "lr": 0.00246, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05851, "loss": 0.05851, "time": 0.51061} | |
| {"mode": "train", "epoch": 120, "iter": 800, "lr": 0.00245, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.0613, "loss": 0.0613, "time": 0.25246} | |
| {"mode": "train", "epoch": 120, "iter": 900, "lr": 0.00243, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06278, "loss": 0.06278, "time": 0.47885} | |
| {"mode": "train", "epoch": 120, "iter": 1000, "lr": 0.00242, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06583, "loss": 0.06583, "time": 0.49068} | |
| {"mode": "train", "epoch": 120, "iter": 1100, "lr": 0.00241, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.08437, "loss": 0.08437, "time": 0.48314} | |
| {"mode": "train", "epoch": 120, "iter": 1200, "lr": 0.0024, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05845, "loss": 0.05845, "time": 0.49432} | |
| {"mode": "val", "epoch": 120, "iter": 533, "lr": 0.00239, "top1_acc": 0.90611, "top5_acc": 0.99472, "mean_class_accuracy": 0.88252} | |
| {"mode": "train", "epoch": 121, "iter": 100, "lr": 0.00238, "memory": 4083, "data_time": 0.18843, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05707, "loss": 0.05707, "time": 0.78633} | |
| {"mode": "train", "epoch": 121, "iter": 200, "lr": 0.00236, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06038, "loss": 0.06038, "time": 0.48886} | |
| {"mode": "train", "epoch": 121, "iter": 300, "lr": 0.00235, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04232, "loss": 0.04232, "time": 0.49422} | |
| {"mode": "train", "epoch": 121, "iter": 400, "lr": 0.00234, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03851, "loss": 0.03851, "time": 0.49031} | |
| {"mode": "train", "epoch": 121, "iter": 500, "lr": 0.00233, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04704, "loss": 0.04704, "time": 0.48943} | |
| {"mode": "train", "epoch": 121, "iter": 600, "lr": 0.00232, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.0502, "loss": 0.0502, "time": 0.34962} | |
| {"mode": "train", "epoch": 121, "iter": 700, "lr": 0.0023, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0406, "loss": 0.0406, "time": 0.50978} | |
| {"mode": "train", "epoch": 121, "iter": 800, "lr": 0.00229, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03727, "loss": 0.03727, "time": 0.25027} | |
| {"mode": "train", "epoch": 121, "iter": 900, "lr": 0.00228, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04805, "loss": 0.04805, "time": 0.47249} | |
| {"mode": "train", "epoch": 121, "iter": 1000, "lr": 0.00227, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.043, "loss": 0.043, "time": 0.48956} | |
| {"mode": "train", "epoch": 121, "iter": 1100, "lr": 0.00226, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.0528, "loss": 0.0528, "time": 0.48994} | |
| {"mode": "train", "epoch": 121, "iter": 1200, "lr": 0.00225, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05511, "loss": 0.05511, "time": 0.49122} | |
| {"mode": "val", "epoch": 121, "iter": 533, "lr": 0.00224, "top1_acc": 0.9148, "top5_acc": 0.9939, "mean_class_accuracy": 0.88016} | |
| {"mode": "train", "epoch": 122, "iter": 100, "lr": 0.00222, "memory": 4083, "data_time": 0.18523, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.04419, "loss": 0.04419, "time": 0.78292} | |
| {"mode": "train", "epoch": 122, "iter": 200, "lr": 0.00221, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04125, "loss": 0.04125, "time": 0.48938} | |
| {"mode": "train", "epoch": 122, "iter": 300, "lr": 0.0022, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05347, "loss": 0.05347, "time": 0.48961} | |
| {"mode": "train", "epoch": 122, "iter": 400, "lr": 0.00219, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05396, "loss": 0.05396, "time": 0.48955} | |
| {"mode": "train", "epoch": 122, "iter": 500, "lr": 0.00218, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04798, "loss": 0.04798, "time": 0.48889} | |
| {"mode": "train", "epoch": 122, "iter": 600, "lr": 0.00217, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04176, "loss": 0.04176, "time": 0.35084} | |
| {"mode": "train", "epoch": 122, "iter": 700, "lr": 0.00215, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04227, "loss": 0.04227, "time": 0.51077} | |
| {"mode": "train", "epoch": 122, "iter": 800, "lr": 0.00214, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04051, "loss": 0.04051, "time": 0.25281} | |
| {"mode": "train", "epoch": 122, "iter": 900, "lr": 0.00213, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04376, "loss": 0.04376, "time": 0.48848} | |
| {"mode": "train", "epoch": 122, "iter": 1000, "lr": 0.00212, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06719, "loss": 0.06719, "time": 0.49204} | |
| {"mode": "train", "epoch": 122, "iter": 1100, "lr": 0.00211, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04848, "loss": 0.04848, "time": 0.49355} | |
| {"mode": "train", "epoch": 122, "iter": 1200, "lr": 0.0021, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04681, "loss": 0.04681, "time": 0.48603} | |
| {"mode": "val", "epoch": 122, "iter": 533, "lr": 0.00209, "top1_acc": 0.91691, "top5_acc": 0.99484, "mean_class_accuracy": 0.88623} | |
| {"mode": "train", "epoch": 123, "iter": 100, "lr": 0.00208, "memory": 4083, "data_time": 0.18357, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03543, "loss": 0.03543, "time": 0.78676} | |
| {"mode": "train", "epoch": 123, "iter": 200, "lr": 0.00207, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04882, "loss": 0.04882, "time": 0.48735} | |
| {"mode": "train", "epoch": 123, "iter": 300, "lr": 0.00205, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04547, "loss": 0.04547, "time": 0.49359} | |
| {"mode": "train", "epoch": 123, "iter": 400, "lr": 0.00204, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.04123, "loss": 0.04123, "time": 0.49031} | |
| {"mode": "train", "epoch": 123, "iter": 500, "lr": 0.00203, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03652, "loss": 0.03652, "time": 0.49079} | |
| {"mode": "train", "epoch": 123, "iter": 600, "lr": 0.00202, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.04043, "loss": 0.04043, "time": 0.33794} | |
| {"mode": "train", "epoch": 123, "iter": 700, "lr": 0.00201, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03847, "loss": 0.03847, "time": 0.51047} | |
| {"mode": "train", "epoch": 123, "iter": 800, "lr": 0.002, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04439, "loss": 0.04439, "time": 0.25573} | |
| {"mode": "train", "epoch": 123, "iter": 900, "lr": 0.00199, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06204, "loss": 0.06204, "time": 0.48738} | |
| {"mode": "train", "epoch": 123, "iter": 1000, "lr": 0.00198, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05443, "loss": 0.05443, "time": 0.49606} | |
| {"mode": "train", "epoch": 123, "iter": 1100, "lr": 0.00197, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.0554, "loss": 0.0554, "time": 0.49112} | |
| {"mode": "train", "epoch": 123, "iter": 1200, "lr": 0.00195, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05732, "loss": 0.05732, "time": 0.48623} | |
| {"mode": "val", "epoch": 123, "iter": 533, "lr": 0.00195, "top1_acc": 0.91691, "top5_acc": 0.99507, "mean_class_accuracy": 0.88463} | |
| {"mode": "train", "epoch": 124, "iter": 100, "lr": 0.00194, "memory": 4083, "data_time": 0.18557, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.0442, "loss": 0.0442, "time": 0.79016} | |
| {"mode": "train", "epoch": 124, "iter": 200, "lr": 0.00192, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03835, "loss": 0.03835, "time": 0.48865} | |
| {"mode": "train", "epoch": 124, "iter": 300, "lr": 0.00191, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03284, "loss": 0.03284, "time": 0.48826} | |
| {"mode": "train", "epoch": 124, "iter": 400, "lr": 0.0019, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04517, "loss": 0.04517, "time": 0.49253} | |
| {"mode": "train", "epoch": 124, "iter": 500, "lr": 0.00189, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05818, "loss": 0.05818, "time": 0.48832} | |
| {"mode": "train", "epoch": 124, "iter": 600, "lr": 0.00188, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04604, "loss": 0.04604, "time": 0.32793} | |
| {"mode": "train", "epoch": 124, "iter": 700, "lr": 0.00187, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.0494, "loss": 0.0494, "time": 0.51165} | |
| {"mode": "train", "epoch": 124, "iter": 800, "lr": 0.00186, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03952, "loss": 0.03952, "time": 0.25572} | |
| {"mode": "train", "epoch": 124, "iter": 900, "lr": 0.00185, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03618, "loss": 0.03618, "time": 0.48992} | |
| {"mode": "train", "epoch": 124, "iter": 1000, "lr": 0.00184, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04161, "loss": 0.04161, "time": 0.49114} | |
| {"mode": "train", "epoch": 124, "iter": 1100, "lr": 0.00183, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03639, "loss": 0.03639, "time": 0.4907} | |
| {"mode": "train", "epoch": 124, "iter": 1200, "lr": 0.00182, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04132, "loss": 0.04132, "time": 0.49294} | |
| {"mode": "val", "epoch": 124, "iter": 533, "lr": 0.00181, "top1_acc": 0.91738, "top5_acc": 0.99531, "mean_class_accuracy": 0.8877} | |
| {"mode": "train", "epoch": 125, "iter": 100, "lr": 0.0018, "memory": 4083, "data_time": 0.18914, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02993, "loss": 0.02993, "time": 0.78981} | |
| {"mode": "train", "epoch": 125, "iter": 200, "lr": 0.00179, "memory": 4083, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02986, "loss": 0.02986, "time": 0.49008} | |
| {"mode": "train", "epoch": 125, "iter": 300, "lr": 0.00178, "memory": 4083, "data_time": 0.00043, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02973, "loss": 0.02973, "time": 0.49109} | |
| {"mode": "train", "epoch": 125, "iter": 400, "lr": 0.00177, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03366, "loss": 0.03366, "time": 0.49103} | |
| {"mode": "train", "epoch": 125, "iter": 500, "lr": 0.00176, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03413, "loss": 0.03413, "time": 0.49139} | |
| {"mode": "train", "epoch": 125, "iter": 600, "lr": 0.00175, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02844, "loss": 0.02844, "time": 0.32084} | |
| {"mode": "train", "epoch": 125, "iter": 700, "lr": 0.00173, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02911, "loss": 0.02911, "time": 0.50986} | |
| {"mode": "train", "epoch": 125, "iter": 800, "lr": 0.00172, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03539, "loss": 0.03539, "time": 0.27154} | |
| {"mode": "train", "epoch": 125, "iter": 900, "lr": 0.00171, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03683, "loss": 0.03683, "time": 0.49082} | |
| {"mode": "train", "epoch": 125, "iter": 1000, "lr": 0.0017, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03858, "loss": 0.03858, "time": 0.48861} | |
| {"mode": "train", "epoch": 125, "iter": 1100, "lr": 0.00169, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03131, "loss": 0.03131, "time": 0.49086} | |
| {"mode": "train", "epoch": 125, "iter": 1200, "lr": 0.00168, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04773, "loss": 0.04773, "time": 0.48988} | |
| {"mode": "val", "epoch": 125, "iter": 533, "lr": 0.00167, "top1_acc": 0.92031, "top5_acc": 0.99437, "mean_class_accuracy": 0.88931} | |
| {"mode": "train", "epoch": 126, "iter": 100, "lr": 0.00166, "memory": 4083, "data_time": 0.19038, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03175, "loss": 0.03175, "time": 0.79487} | |
| {"mode": "train", "epoch": 126, "iter": 200, "lr": 0.00165, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02808, "loss": 0.02808, "time": 0.48932} | |
| {"mode": "train", "epoch": 126, "iter": 300, "lr": 0.00164, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03046, "loss": 0.03046, "time": 0.49139} | |
| {"mode": "train", "epoch": 126, "iter": 400, "lr": 0.00163, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.035, "loss": 0.035, "time": 0.48784} | |
| {"mode": "train", "epoch": 126, "iter": 500, "lr": 0.00162, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03268, "loss": 0.03268, "time": 0.49108} | |
| {"mode": "train", "epoch": 126, "iter": 600, "lr": 0.00161, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03308, "loss": 0.03308, "time": 0.29495} | |
| {"mode": "train", "epoch": 126, "iter": 700, "lr": 0.0016, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03468, "loss": 0.03468, "time": 0.50964} | |
| {"mode": "train", "epoch": 126, "iter": 800, "lr": 0.00159, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03211, "loss": 0.03211, "time": 0.29874} | |
| {"mode": "train", "epoch": 126, "iter": 900, "lr": 0.00158, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02939, "loss": 0.02939, "time": 0.49057} | |
| {"mode": "train", "epoch": 126, "iter": 1000, "lr": 0.00157, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.03137, "loss": 0.03137, "time": 0.48876} | |
| {"mode": "train", "epoch": 126, "iter": 1100, "lr": 0.00156, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03633, "loss": 0.03633, "time": 0.48958} | |
| {"mode": "train", "epoch": 126, "iter": 1200, "lr": 0.00155, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03137, "loss": 0.03137, "time": 0.48916} | |
| {"mode": "val", "epoch": 126, "iter": 533, "lr": 0.00155, "top1_acc": 0.9202, "top5_acc": 0.99566, "mean_class_accuracy": 0.88775} | |
| {"mode": "train", "epoch": 127, "iter": 100, "lr": 0.00154, "memory": 4083, "data_time": 0.18961, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03044, "loss": 0.03044, "time": 0.78789} | |
| {"mode": "train", "epoch": 127, "iter": 200, "lr": 0.00153, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03041, "loss": 0.03041, "time": 0.49032} | |
| {"mode": "train", "epoch": 127, "iter": 300, "lr": 0.00152, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03059, "loss": 0.03059, "time": 0.49104} | |
| {"mode": "train", "epoch": 127, "iter": 400, "lr": 0.00151, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0268, "loss": 0.0268, "time": 0.48777} | |
| {"mode": "train", "epoch": 127, "iter": 500, "lr": 0.0015, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02931, "loss": 0.02931, "time": 0.48868} | |
| {"mode": "train", "epoch": 127, "iter": 600, "lr": 0.00149, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03049, "loss": 0.03049, "time": 0.28788} | |
| {"mode": "train", "epoch": 127, "iter": 700, "lr": 0.00148, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02787, "loss": 0.02787, "time": 0.50972} | |
| {"mode": "train", "epoch": 127, "iter": 800, "lr": 0.00147, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03125, "loss": 0.03125, "time": 0.30969} | |
| {"mode": "train", "epoch": 127, "iter": 900, "lr": 0.00146, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02626, "loss": 0.02626, "time": 0.48836} | |
| {"mode": "train", "epoch": 127, "iter": 1000, "lr": 0.00145, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02999, "loss": 0.02999, "time": 0.49167} | |
| {"mode": "train", "epoch": 127, "iter": 1100, "lr": 0.00144, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0268, "loss": 0.0268, "time": 0.49178} | |
| {"mode": "train", "epoch": 127, "iter": 1200, "lr": 0.00143, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03265, "loss": 0.03265, "time": 0.48401} | |
| {"mode": "val", "epoch": 127, "iter": 533, "lr": 0.00142, "top1_acc": 0.92489, "top5_acc": 0.99531, "mean_class_accuracy": 0.89678} | |
| {"mode": "train", "epoch": 128, "iter": 100, "lr": 0.00141, "memory": 4083, "data_time": 0.19772, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02571, "loss": 0.02571, "time": 0.82105} | |
| {"mode": "train", "epoch": 128, "iter": 200, "lr": 0.0014, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02578, "loss": 0.02578, "time": 0.49162} | |
| {"mode": "train", "epoch": 128, "iter": 300, "lr": 0.00139, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02593, "loss": 0.02593, "time": 0.48614} | |
| {"mode": "train", "epoch": 128, "iter": 400, "lr": 0.00138, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02739, "loss": 0.02739, "time": 0.48915} | |
| {"mode": "train", "epoch": 128, "iter": 500, "lr": 0.00138, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0257, "loss": 0.0257, "time": 0.48857} | |
| {"mode": "train", "epoch": 128, "iter": 600, "lr": 0.00137, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02673, "loss": 0.02673, "time": 0.30111} | |
| {"mode": "train", "epoch": 128, "iter": 700, "lr": 0.00136, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03183, "loss": 0.03183, "time": 0.44489} | |
| {"mode": "train", "epoch": 128, "iter": 800, "lr": 0.00135, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03217, "loss": 0.03217, "time": 0.33119} | |
| {"mode": "train", "epoch": 128, "iter": 900, "lr": 0.00134, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02771, "loss": 0.02771, "time": 0.49253} | |
| {"mode": "train", "epoch": 128, "iter": 1000, "lr": 0.00133, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02697, "loss": 0.02697, "time": 0.49184} | |
| {"mode": "train", "epoch": 128, "iter": 1100, "lr": 0.00132, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02933, "loss": 0.02933, "time": 0.48789} | |
| {"mode": "train", "epoch": 128, "iter": 1200, "lr": 0.00131, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03047, "loss": 0.03047, "time": 0.48803} | |
| {"mode": "val", "epoch": 128, "iter": 533, "lr": 0.0013, "top1_acc": 0.92489, "top5_acc": 0.99578, "mean_class_accuracy": 0.89655} | |
| {"mode": "train", "epoch": 129, "iter": 100, "lr": 0.00129, "memory": 4083, "data_time": 0.19197, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02867, "loss": 0.02867, "time": 0.80409} | |
| {"mode": "train", "epoch": 129, "iter": 200, "lr": 0.00129, "memory": 4083, "data_time": 0.00042, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02553, "loss": 0.02553, "time": 0.48935} | |
| {"mode": "train", "epoch": 129, "iter": 300, "lr": 0.00128, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02548, "loss": 0.02548, "time": 0.48992} | |
| {"mode": "train", "epoch": 129, "iter": 400, "lr": 0.00127, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02515, "loss": 0.02515, "time": 0.49034} | |
| {"mode": "train", "epoch": 129, "iter": 500, "lr": 0.00126, "memory": 4083, "data_time": 0.00046, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02865, "loss": 0.02865, "time": 0.48769} | |
| {"mode": "train", "epoch": 129, "iter": 600, "lr": 0.00125, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02776, "loss": 0.02776, "time": 0.32445} | |
| {"mode": "train", "epoch": 129, "iter": 700, "lr": 0.00124, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02784, "loss": 0.02784, "time": 0.42176} | |
| {"mode": "train", "epoch": 129, "iter": 800, "lr": 0.00123, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0244, "loss": 0.0244, "time": 0.35075} | |
| {"mode": "train", "epoch": 129, "iter": 900, "lr": 0.00122, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02659, "loss": 0.02659, "time": 0.48586} | |
| {"mode": "train", "epoch": 129, "iter": 1000, "lr": 0.00121, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02802, "loss": 0.02802, "time": 0.49116} | |
| {"mode": "train", "epoch": 129, "iter": 1100, "lr": 0.00121, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02642, "loss": 0.02642, "time": 0.48858} | |
| {"mode": "train", "epoch": 129, "iter": 1200, "lr": 0.0012, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02634, "loss": 0.02634, "time": 0.49285} | |
| {"mode": "val", "epoch": 129, "iter": 533, "lr": 0.00119, "top1_acc": 0.92524, "top5_acc": 0.99578, "mean_class_accuracy": 0.89624} | |
| {"mode": "train", "epoch": 130, "iter": 100, "lr": 0.00118, "memory": 4083, "data_time": 0.18949, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02711, "loss": 0.02711, "time": 0.79899} | |
| {"mode": "train", "epoch": 130, "iter": 200, "lr": 0.00117, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02499, "loss": 0.02499, "time": 0.49035} | |
| {"mode": "train", "epoch": 130, "iter": 300, "lr": 0.00116, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02793, "loss": 0.02793, "time": 0.48738} | |
| {"mode": "train", "epoch": 130, "iter": 400, "lr": 0.00116, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02862, "loss": 0.02862, "time": 0.49193} | |
| {"mode": "train", "epoch": 130, "iter": 500, "lr": 0.00115, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02714, "loss": 0.02714, "time": 0.48816} | |
| {"mode": "train", "epoch": 130, "iter": 600, "lr": 0.00114, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02709, "loss": 0.02709, "time": 0.32971} | |
| {"mode": "train", "epoch": 130, "iter": 700, "lr": 0.00113, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02641, "loss": 0.02641, "time": 0.40516} | |
| {"mode": "train", "epoch": 130, "iter": 800, "lr": 0.00112, "memory": 4083, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02467, "loss": 0.02467, "time": 0.34682} | |
| {"mode": "train", "epoch": 130, "iter": 900, "lr": 0.00111, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02725, "loss": 0.02725, "time": 0.49376} | |
| {"mode": "train", "epoch": 130, "iter": 1000, "lr": 0.0011, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0246, "loss": 0.0246, "time": 0.48897} | |
| {"mode": "train", "epoch": 130, "iter": 1100, "lr": 0.0011, "memory": 4083, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02517, "loss": 0.02517, "time": 0.48861} | |
| {"mode": "train", "epoch": 130, "iter": 1200, "lr": 0.00109, "memory": 4083, "data_time": 0.00041, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02639, "loss": 0.02639, "time": 0.48981} | |
| {"mode": "val", "epoch": 130, "iter": 533, "lr": 0.00108, "top1_acc": 0.92325, "top5_acc": 0.99531, "mean_class_accuracy": 0.89034} | |
| {"mode": "train", "epoch": 131, "iter": 100, "lr": 0.00107, "memory": 4083, "data_time": 0.19628, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02667, "loss": 0.02667, "time": 0.80928} | |
| {"mode": "train", "epoch": 131, "iter": 200, "lr": 0.00106, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02982, "loss": 0.02982, "time": 0.4901} | |
| {"mode": "train", "epoch": 131, "iter": 300, "lr": 0.00106, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02955, "loss": 0.02955, "time": 0.48952} | |
| {"mode": "train", "epoch": 131, "iter": 400, "lr": 0.00105, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03132, "loss": 0.03132, "time": 0.48839} | |
| {"mode": "train", "epoch": 131, "iter": 500, "lr": 0.00104, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02844, "loss": 0.02844, "time": 0.48545} | |
| {"mode": "train", "epoch": 131, "iter": 600, "lr": 0.00103, "memory": 4083, "data_time": 0.00049, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03253, "loss": 0.03253, "time": 0.34915} | |
| {"mode": "train", "epoch": 131, "iter": 700, "lr": 0.00102, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02581, "loss": 0.02581, "time": 0.38533} | |
| {"mode": "train", "epoch": 131, "iter": 800, "lr": 0.00102, "memory": 4083, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0267, "loss": 0.0267, "time": 0.37231} | |
| {"mode": "train", "epoch": 131, "iter": 900, "lr": 0.00101, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03417, "loss": 0.03417, "time": 0.48691} | |
| {"mode": "train", "epoch": 131, "iter": 1000, "lr": 0.001, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02553, "loss": 0.02553, "time": 0.4897} | |
| {"mode": "train", "epoch": 131, "iter": 1100, "lr": 0.00099, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0264, "loss": 0.0264, "time": 0.49039} | |
| {"mode": "train", "epoch": 131, "iter": 1200, "lr": 0.00098, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02765, "loss": 0.02765, "time": 0.4926} | |
| {"mode": "val", "epoch": 131, "iter": 533, "lr": 0.00098, "top1_acc": 0.92513, "top5_acc": 0.99589, "mean_class_accuracy": 0.89744} | |
| {"mode": "train", "epoch": 132, "iter": 100, "lr": 0.00097, "memory": 4083, "data_time": 0.19698, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02551, "loss": 0.02551, "time": 0.81255} | |
| {"mode": "train", "epoch": 132, "iter": 200, "lr": 0.00096, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02409, "loss": 0.02409, "time": 0.4925} | |
| {"mode": "train", "epoch": 132, "iter": 300, "lr": 0.00095, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02479, "loss": 0.02479, "time": 0.49264} | |
| {"mode": "train", "epoch": 132, "iter": 400, "lr": 0.00095, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0252, "loss": 0.0252, "time": 0.4882} | |
| {"mode": "train", "epoch": 132, "iter": 500, "lr": 0.00094, "memory": 4083, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02547, "loss": 0.02547, "time": 0.45645} | |
| {"mode": "train", "epoch": 132, "iter": 600, "lr": 0.00093, "memory": 4083, "data_time": 0.00044, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02603, "loss": 0.02603, "time": 0.39133} | |
| {"mode": "train", "epoch": 132, "iter": 700, "lr": 0.00092, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02708, "loss": 0.02708, "time": 0.34251} | |
| {"mode": "train", "epoch": 132, "iter": 800, "lr": 0.00091, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0318, "loss": 0.0318, "time": 0.37485} | |
| {"mode": "train", "epoch": 132, "iter": 900, "lr": 0.00091, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02877, "loss": 0.02877, "time": 0.49074} | |
| {"mode": "train", "epoch": 132, "iter": 1000, "lr": 0.0009, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02686, "loss": 0.02686, "time": 0.4892} | |
| {"mode": "train", "epoch": 132, "iter": 1100, "lr": 0.00089, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0243, "loss": 0.0243, "time": 0.48714} | |
| {"mode": "train", "epoch": 132, "iter": 1200, "lr": 0.00088, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02639, "loss": 0.02639, "time": 0.4911} | |
| {"mode": "val", "epoch": 132, "iter": 533, "lr": 0.00088, "top1_acc": 0.92665, "top5_acc": 0.99531, "mean_class_accuracy": 0.89835} | |
| {"mode": "train", "epoch": 133, "iter": 100, "lr": 0.00087, "memory": 4083, "data_time": 0.19124, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02479, "loss": 0.02479, "time": 0.81506} | |
| {"mode": "train", "epoch": 133, "iter": 200, "lr": 0.00086, "memory": 4083, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02669, "loss": 0.02669, "time": 0.49013} | |
| {"mode": "train", "epoch": 133, "iter": 300, "lr": 0.00086, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02631, "loss": 0.02631, "time": 0.48954} | |
| {"mode": "train", "epoch": 133, "iter": 400, "lr": 0.00085, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02488, "loss": 0.02488, "time": 0.4924} | |
| {"mode": "train", "epoch": 133, "iter": 500, "lr": 0.00084, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02583, "loss": 0.02583, "time": 0.45622} | |
| {"mode": "train", "epoch": 133, "iter": 600, "lr": 0.00083, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0266, "loss": 0.0266, "time": 0.40119} | |
| {"mode": "train", "epoch": 133, "iter": 700, "lr": 0.00083, "memory": 4083, "data_time": 0.00035, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0239, "loss": 0.0239, "time": 0.33271} | |
| {"mode": "train", "epoch": 133, "iter": 800, "lr": 0.00082, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.026, "loss": 0.026, "time": 0.3896} | |
| {"mode": "train", "epoch": 133, "iter": 900, "lr": 0.00081, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02503, "loss": 0.02503, "time": 0.48964} | |
| {"mode": "train", "epoch": 133, "iter": 1000, "lr": 0.0008, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02492, "loss": 0.02492, "time": 0.48399} | |
| {"mode": "train", "epoch": 133, "iter": 1100, "lr": 0.0008, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02444, "loss": 0.02444, "time": 0.48821} | |
| {"mode": "train", "epoch": 133, "iter": 1200, "lr": 0.00079, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02402, "loss": 0.02402, "time": 0.48743} | |
| {"mode": "val", "epoch": 133, "iter": 533, "lr": 0.00078, "top1_acc": 0.92677, "top5_acc": 0.99542, "mean_class_accuracy": 0.89964} | |
| {"mode": "train", "epoch": 134, "iter": 100, "lr": 0.00078, "memory": 4083, "data_time": 0.19325, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0247, "loss": 0.0247, "time": 0.82031} | |
| {"mode": "train", "epoch": 134, "iter": 200, "lr": 0.00077, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02868, "loss": 0.02868, "time": 0.48811} | |
| {"mode": "train", "epoch": 134, "iter": 300, "lr": 0.00076, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02922, "loss": 0.02922, "time": 0.49061} | |
| {"mode": "train", "epoch": 134, "iter": 400, "lr": 0.00076, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03167, "loss": 0.03167, "time": 0.49442} | |
| {"mode": "train", "epoch": 134, "iter": 500, "lr": 0.00075, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02458, "loss": 0.02458, "time": 0.43006} | |
| {"mode": "train", "epoch": 134, "iter": 600, "lr": 0.00074, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02529, "loss": 0.02529, "time": 0.46473} | |
| {"mode": "train", "epoch": 134, "iter": 700, "lr": 0.00073, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02742, "loss": 0.02742, "time": 0.2758} | |
| {"mode": "train", "epoch": 134, "iter": 800, "lr": 0.00073, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02489, "loss": 0.02489, "time": 0.42196} | |
| {"mode": "train", "epoch": 134, "iter": 900, "lr": 0.00072, "memory": 4083, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02463, "loss": 0.02463, "time": 0.48638} | |
| {"mode": "train", "epoch": 134, "iter": 1000, "lr": 0.00071, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02538, "loss": 0.02538, "time": 0.48797} | |
| {"mode": "train", "epoch": 134, "iter": 1100, "lr": 0.00071, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02607, "loss": 0.02607, "time": 0.48754} | |
| {"mode": "train", "epoch": 134, "iter": 1200, "lr": 0.0007, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02437, "loss": 0.02437, "time": 0.4888} | |
| {"mode": "val", "epoch": 134, "iter": 533, "lr": 0.0007, "top1_acc": 0.92653, "top5_acc": 0.99542, "mean_class_accuracy": 0.89735} | |
| {"mode": "train", "epoch": 135, "iter": 100, "lr": 0.00069, "memory": 4083, "data_time": 0.18958, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02447, "loss": 0.02447, "time": 0.816} | |
| {"mode": "train", "epoch": 135, "iter": 200, "lr": 0.00068, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02458, "loss": 0.02458, "time": 0.49242} | |
| {"mode": "train", "epoch": 135, "iter": 300, "lr": 0.00068, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02338, "loss": 0.02338, "time": 0.48797} | |
| {"mode": "train", "epoch": 135, "iter": 400, "lr": 0.00067, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02621, "loss": 0.02621, "time": 0.48904} | |
| {"mode": "train", "epoch": 135, "iter": 500, "lr": 0.00066, "memory": 4083, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02572, "loss": 0.02572, "time": 0.39654} | |
| {"mode": "train", "epoch": 135, "iter": 600, "lr": 0.00066, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02723, "loss": 0.02723, "time": 0.51256} | |
| {"mode": "train", "epoch": 135, "iter": 700, "lr": 0.00065, "memory": 4083, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02666, "loss": 0.02666, "time": 0.23646} | |
| {"mode": "train", "epoch": 135, "iter": 800, "lr": 0.00064, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02435, "loss": 0.02435, "time": 0.44018} | |
| {"mode": "train", "epoch": 135, "iter": 900, "lr": 0.00064, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03184, "loss": 0.03184, "time": 0.48668} | |
| {"mode": "train", "epoch": 135, "iter": 1000, "lr": 0.00063, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02307, "loss": 0.02307, "time": 0.49113} | |
| {"mode": "train", "epoch": 135, "iter": 1100, "lr": 0.00062, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02527, "loss": 0.02527, "time": 0.4929} | |
| {"mode": "train", "epoch": 135, "iter": 1200, "lr": 0.00062, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02518, "loss": 0.02518, "time": 0.48793} | |
| {"mode": "val", "epoch": 135, "iter": 533, "lr": 0.00061, "top1_acc": 0.92583, "top5_acc": 0.99542, "mean_class_accuracy": 0.89759} | |
| {"mode": "train", "epoch": 136, "iter": 100, "lr": 0.00061, "memory": 4083, "data_time": 0.18933, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0233, "loss": 0.0233, "time": 0.80153} | |
| {"mode": "train", "epoch": 136, "iter": 200, "lr": 0.0006, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02809, "loss": 0.02809, "time": 0.48852} | |
| {"mode": "train", "epoch": 136, "iter": 300, "lr": 0.00059, "memory": 4083, "data_time": 0.00054, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02385, "loss": 0.02385, "time": 0.48795} | |
| {"mode": "train", "epoch": 136, "iter": 400, "lr": 0.00059, "memory": 4083, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.024, "loss": 0.024, "time": 0.49245} | |
| {"mode": "train", "epoch": 136, "iter": 500, "lr": 0.00058, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02704, "loss": 0.02704, "time": 0.38807} | |
| {"mode": "train", "epoch": 136, "iter": 600, "lr": 0.00057, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0274, "loss": 0.0274, "time": 0.51064} | |
| {"mode": "train", "epoch": 136, "iter": 700, "lr": 0.00057, "memory": 4083, "data_time": 0.00043, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02494, "loss": 0.02494, "time": 0.23481} | |
| {"mode": "train", "epoch": 136, "iter": 800, "lr": 0.00056, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02646, "loss": 0.02646, "time": 0.44213} | |
| {"mode": "train", "epoch": 136, "iter": 900, "lr": 0.00056, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02634, "loss": 0.02634, "time": 0.48775} | |
| {"mode": "train", "epoch": 136, "iter": 1000, "lr": 0.00055, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0245, "loss": 0.0245, "time": 0.48939} | |
| {"mode": "train", "epoch": 136, "iter": 1100, "lr": 0.00054, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02565, "loss": 0.02565, "time": 0.48985} | |
| {"mode": "train", "epoch": 136, "iter": 1200, "lr": 0.00054, "memory": 4083, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02419, "loss": 0.02419, "time": 0.49006} | |
| {"mode": "val", "epoch": 136, "iter": 533, "lr": 0.00053, "top1_acc": 0.92536, "top5_acc": 0.99578, "mean_class_accuracy": 0.89605} | |
| {"mode": "train", "epoch": 137, "iter": 100, "lr": 0.00053, "memory": 4083, "data_time": 0.18691, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02526, "loss": 0.02526, "time": 0.79514} | |
| {"mode": "train", "epoch": 137, "iter": 200, "lr": 0.00052, "memory": 4083, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0256, "loss": 0.0256, "time": 0.49182} | |
| {"mode": "train", "epoch": 137, "iter": 300, "lr": 0.00052, "memory": 4083, "data_time": 0.00034, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0243, "loss": 0.0243, "time": 0.48958} | |
| {"mode": "train", "epoch": 137, "iter": 400, "lr": 0.00051, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02424, "loss": 0.02424, "time": 0.48806} | |
| {"mode": "train", "epoch": 137, "iter": 500, "lr": 0.0005, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02341, "loss": 0.02341, "time": 0.40001} | |
| {"mode": "train", "epoch": 137, "iter": 600, "lr": 0.0005, "memory": 4083, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02319, "loss": 0.02319, "time": 0.50958} | |
| {"mode": "train", "epoch": 137, "iter": 700, "lr": 0.00049, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02399, "loss": 0.02399, "time": 0.23642} | |
| {"mode": "train", "epoch": 137, "iter": 800, "lr": 0.00049, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02421, "loss": 0.02421, "time": 0.45443} | |
| {"mode": "train", "epoch": 137, "iter": 900, "lr": 0.00048, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02329, "loss": 0.02329, "time": 0.48833} | |
| {"mode": "train", "epoch": 137, "iter": 1000, "lr": 0.00048, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02627, "loss": 0.02627, "time": 0.48921} | |
| {"mode": "train", "epoch": 137, "iter": 1100, "lr": 0.00047, "memory": 4083, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02432, "loss": 0.02432, "time": 0.48984} | |
| {"mode": "train", "epoch": 137, "iter": 1200, "lr": 0.00046, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02468, "loss": 0.02468, "time": 0.49156} | |
| {"mode": "val", "epoch": 137, "iter": 533, "lr": 0.00046, "top1_acc": 0.92665, "top5_acc": 0.99519, "mean_class_accuracy": 0.89656} | |
| {"mode": "train", "epoch": 138, "iter": 100, "lr": 0.00046, "memory": 4083, "data_time": 0.18533, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02356, "loss": 0.02356, "time": 0.79045} | |
| {"mode": "train", "epoch": 138, "iter": 200, "lr": 0.00045, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02608, "loss": 0.02608, "time": 0.49037} | |
| {"mode": "train", "epoch": 138, "iter": 300, "lr": 0.00044, "memory": 4083, "data_time": 0.00061, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02659, "loss": 0.02659, "time": 0.48585} | |
| {"mode": "train", "epoch": 138, "iter": 400, "lr": 0.00044, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02616, "loss": 0.02616, "time": 0.48913} | |
| {"mode": "train", "epoch": 138, "iter": 500, "lr": 0.00043, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02385, "loss": 0.02385, "time": 0.3821} | |
| {"mode": "train", "epoch": 138, "iter": 600, "lr": 0.00043, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02383, "loss": 0.02383, "time": 0.51094} | |
| {"mode": "train", "epoch": 138, "iter": 700, "lr": 0.00042, "memory": 4083, "data_time": 0.00043, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02516, "loss": 0.02516, "time": 0.24334} | |
| {"mode": "train", "epoch": 138, "iter": 800, "lr": 0.00042, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02254, "loss": 0.02254, "time": 0.46063} | |
| {"mode": "train", "epoch": 138, "iter": 900, "lr": 0.00041, "memory": 4083, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02476, "loss": 0.02476, "time": 0.49087} | |
| {"mode": "train", "epoch": 138, "iter": 1000, "lr": 0.00041, "memory": 4083, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02367, "loss": 0.02367, "time": 0.48919} | |
| {"mode": "train", "epoch": 138, "iter": 1100, "lr": 0.0004, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02553, "loss": 0.02553, "time": 0.49011} | |
| {"mode": "train", "epoch": 138, "iter": 1200, "lr": 0.0004, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0247, "loss": 0.0247, "time": 0.48894} | |
| {"mode": "val", "epoch": 138, "iter": 533, "lr": 0.00039, "top1_acc": 0.92712, "top5_acc": 0.99495, "mean_class_accuracy": 0.89802} | |
| {"mode": "train", "epoch": 139, "iter": 100, "lr": 0.00039, "memory": 4083, "data_time": 0.18558, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02485, "loss": 0.02485, "time": 0.79596} | |
| {"mode": "train", "epoch": 139, "iter": 200, "lr": 0.00038, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02486, "loss": 0.02486, "time": 0.48944} | |
| {"mode": "train", "epoch": 139, "iter": 300, "lr": 0.00038, "memory": 4083, "data_time": 0.00046, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0241, "loss": 0.0241, "time": 0.49293} | |
| {"mode": "train", "epoch": 139, "iter": 400, "lr": 0.00037, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02473, "loss": 0.02473, "time": 0.48821} | |
| {"mode": "train", "epoch": 139, "iter": 500, "lr": 0.00037, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02376, "loss": 0.02376, "time": 0.35034} | |
| {"mode": "train", "epoch": 139, "iter": 600, "lr": 0.00036, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02423, "loss": 0.02423, "time": 0.51034} | |
| {"mode": "train", "epoch": 139, "iter": 700, "lr": 0.00036, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02489, "loss": 0.02489, "time": 0.24689} | |
| {"mode": "train", "epoch": 139, "iter": 800, "lr": 0.00035, "memory": 4083, "data_time": 0.00035, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02383, "loss": 0.02383, "time": 0.48312} | |
| {"mode": "train", "epoch": 139, "iter": 900, "lr": 0.00035, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0255, "loss": 0.0255, "time": 0.48892} | |
| {"mode": "train", "epoch": 139, "iter": 1000, "lr": 0.00034, "memory": 4083, "data_time": 0.00034, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02438, "loss": 0.02438, "time": 0.4912} | |
| {"mode": "train", "epoch": 139, "iter": 1100, "lr": 0.00034, "memory": 4083, "data_time": 0.00042, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02344, "loss": 0.02344, "time": 0.49035} | |
| {"mode": "train", "epoch": 139, "iter": 1200, "lr": 0.00033, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02266, "loss": 0.02266, "time": 0.48995} | |
| {"mode": "val", "epoch": 139, "iter": 533, "lr": 0.00033, "top1_acc": 0.92665, "top5_acc": 0.99542, "mean_class_accuracy": 0.89706} | |
| {"mode": "train", "epoch": 140, "iter": 100, "lr": 0.00033, "memory": 4083, "data_time": 0.18625, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02436, "loss": 0.02436, "time": 0.79121} | |
| {"mode": "train", "epoch": 140, "iter": 200, "lr": 0.00032, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02481, "loss": 0.02481, "time": 0.49092} | |
| {"mode": "train", "epoch": 140, "iter": 300, "lr": 0.00032, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0249, "loss": 0.0249, "time": 0.48887} | |
| {"mode": "train", "epoch": 140, "iter": 400, "lr": 0.00031, "memory": 4083, "data_time": 0.00038, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02269, "loss": 0.02269, "time": 0.49082} | |
| {"mode": "train", "epoch": 140, "iter": 500, "lr": 0.00031, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02586, "loss": 0.02586, "time": 0.34018} | |
| {"mode": "train", "epoch": 140, "iter": 600, "lr": 0.0003, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02567, "loss": 0.02567, "time": 0.5087} | |
| {"mode": "train", "epoch": 140, "iter": 700, "lr": 0.0003, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02328, "loss": 0.02328, "time": 0.25339} | |
| {"mode": "train", "epoch": 140, "iter": 800, "lr": 0.00029, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02421, "loss": 0.02421, "time": 0.48892} | |
| {"mode": "train", "epoch": 140, "iter": 900, "lr": 0.00029, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02404, "loss": 0.02404, "time": 0.49406} | |
| {"mode": "train", "epoch": 140, "iter": 1000, "lr": 0.00029, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02362, "loss": 0.02362, "time": 0.48907} | |
| {"mode": "train", "epoch": 140, "iter": 1100, "lr": 0.00028, "memory": 4083, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02305, "loss": 0.02305, "time": 0.48885} | |
| {"mode": "train", "epoch": 140, "iter": 1200, "lr": 0.00028, "memory": 4083, "data_time": 0.00044, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02434, "loss": 0.02434, "time": 0.49162} | |
| {"mode": "val", "epoch": 140, "iter": 533, "lr": 0.00027, "top1_acc": 0.92595, "top5_acc": 0.99601, "mean_class_accuracy": 0.89536} | |
| {"mode": "train", "epoch": 141, "iter": 100, "lr": 0.00027, "memory": 4083, "data_time": 0.18699, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02472, "loss": 0.02472, "time": 0.78417} | |
| {"mode": "train", "epoch": 141, "iter": 200, "lr": 0.00026, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02411, "loss": 0.02411, "time": 0.4854} | |
| {"mode": "train", "epoch": 141, "iter": 300, "lr": 0.00026, "memory": 4083, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02315, "loss": 0.02315, "time": 0.48408} | |
| {"mode": "train", "epoch": 141, "iter": 400, "lr": 0.00026, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02427, "loss": 0.02427, "time": 0.48996} | |
| {"mode": "train", "epoch": 141, "iter": 500, "lr": 0.00025, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02297, "loss": 0.02297, "time": 0.33282} | |
| {"mode": "train", "epoch": 141, "iter": 600, "lr": 0.00025, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0247, "loss": 0.0247, "time": 0.50888} | |
| {"mode": "train", "epoch": 141, "iter": 700, "lr": 0.00024, "memory": 4083, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02519, "loss": 0.02519, "time": 0.26242} | |
| {"mode": "train", "epoch": 141, "iter": 800, "lr": 0.00024, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02367, "loss": 0.02367, "time": 0.48914} | |
| {"mode": "train", "epoch": 141, "iter": 900, "lr": 0.00024, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02358, "loss": 0.02358, "time": 0.48902} | |
| {"mode": "train", "epoch": 141, "iter": 1000, "lr": 0.00023, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02412, "loss": 0.02412, "time": 0.49314} | |
| {"mode": "train", "epoch": 141, "iter": 1100, "lr": 0.00023, "memory": 4083, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02392, "loss": 0.02392, "time": 0.49283} | |
| {"mode": "train", "epoch": 141, "iter": 1200, "lr": 0.00022, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0235, "loss": 0.0235, "time": 0.48884} | |
| {"mode": "val", "epoch": 141, "iter": 533, "lr": 0.00022, "top1_acc": 0.92794, "top5_acc": 0.99566, "mean_class_accuracy": 0.89856} | |
| {"mode": "train", "epoch": 142, "iter": 100, "lr": 0.00022, "memory": 4083, "data_time": 0.18268, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02388, "loss": 0.02388, "time": 0.77888} | |
| {"mode": "train", "epoch": 142, "iter": 200, "lr": 0.00021, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02204, "loss": 0.02204, "time": 0.48748} | |
| {"mode": "train", "epoch": 142, "iter": 300, "lr": 0.00021, "memory": 4083, "data_time": 0.00045, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02263, "loss": 0.02263, "time": 0.4868} | |
| {"mode": "train", "epoch": 142, "iter": 400, "lr": 0.00021, "memory": 4083, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02279, "loss": 0.02279, "time": 0.48841} | |
| {"mode": "train", "epoch": 142, "iter": 500, "lr": 0.0002, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0234, "loss": 0.0234, "time": 0.32559} | |
| {"mode": "train", "epoch": 142, "iter": 600, "lr": 0.0002, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02307, "loss": 0.02307, "time": 0.50843} | |
| {"mode": "train", "epoch": 142, "iter": 700, "lr": 0.0002, "memory": 4083, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02435, "loss": 0.02435, "time": 0.25318} | |
| {"mode": "train", "epoch": 142, "iter": 800, "lr": 0.00019, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0235, "loss": 0.0235, "time": 0.48811} | |
| {"mode": "train", "epoch": 142, "iter": 900, "lr": 0.00019, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02515, "loss": 0.02515, "time": 0.49164} | |
| {"mode": "train", "epoch": 142, "iter": 1000, "lr": 0.00018, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02517, "loss": 0.02517, "time": 0.49298} | |
| {"mode": "train", "epoch": 142, "iter": 1100, "lr": 0.00018, "memory": 4083, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02491, "loss": 0.02491, "time": 0.49002} | |
| {"mode": "train", "epoch": 142, "iter": 1200, "lr": 0.00018, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0246, "loss": 0.0246, "time": 0.49076} | |
| {"mode": "val", "epoch": 142, "iter": 533, "lr": 0.00018, "top1_acc": 0.92747, "top5_acc": 0.99578, "mean_class_accuracy": 0.89861} | |
| {"mode": "train", "epoch": 143, "iter": 100, "lr": 0.00017, "memory": 4083, "data_time": 0.1835, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02253, "loss": 0.02253, "time": 0.79389} | |
| {"mode": "train", "epoch": 143, "iter": 200, "lr": 0.00017, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02543, "loss": 0.02543, "time": 0.49233} | |
| {"mode": "train", "epoch": 143, "iter": 300, "lr": 0.00017, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0236, "loss": 0.0236, "time": 0.48844} | |
| {"mode": "train", "epoch": 143, "iter": 400, "lr": 0.00016, "memory": 4083, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02446, "loss": 0.02446, "time": 0.49166} | |
| {"mode": "train", "epoch": 143, "iter": 500, "lr": 0.00016, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02662, "loss": 0.02662, "time": 0.32028} | |
| {"mode": "train", "epoch": 143, "iter": 600, "lr": 0.00016, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02563, "loss": 0.02563, "time": 0.50975} | |
| {"mode": "train", "epoch": 143, "iter": 700, "lr": 0.00015, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.023, "loss": 0.023, "time": 0.25477} | |
| {"mode": "train", "epoch": 143, "iter": 800, "lr": 0.00015, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02406, "loss": 0.02406, "time": 0.48247} | |
| {"mode": "train", "epoch": 143, "iter": 900, "lr": 0.00015, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02395, "loss": 0.02395, "time": 0.48571} | |
| {"mode": "train", "epoch": 143, "iter": 1000, "lr": 0.00014, "memory": 4083, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02275, "loss": 0.02275, "time": 0.49078} | |
| {"mode": "train", "epoch": 143, "iter": 1100, "lr": 0.00014, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02656, "loss": 0.02656, "time": 0.48999} | |
| {"mode": "train", "epoch": 143, "iter": 1200, "lr": 0.00014, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02526, "loss": 0.02526, "time": 0.48912} | |
| {"mode": "val", "epoch": 143, "iter": 533, "lr": 0.00013, "top1_acc": 0.92583, "top5_acc": 0.99589, "mean_class_accuracy": 0.89756} | |
| {"mode": "train", "epoch": 144, "iter": 100, "lr": 0.00013, "memory": 4083, "data_time": 0.183, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02188, "loss": 0.02188, "time": 0.77231} | |
| {"mode": "train", "epoch": 144, "iter": 200, "lr": 0.00013, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02295, "loss": 0.02295, "time": 0.49001} | |
| {"mode": "train", "epoch": 144, "iter": 300, "lr": 0.00013, "memory": 4083, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02487, "loss": 0.02487, "time": 0.48962} | |
| {"mode": "train", "epoch": 144, "iter": 400, "lr": 0.00012, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02397, "loss": 0.02397, "time": 0.48847} | |
| {"mode": "train", "epoch": 144, "iter": 500, "lr": 0.00012, "memory": 4083, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0243, "loss": 0.0243, "time": 0.35084} | |
| {"mode": "train", "epoch": 144, "iter": 600, "lr": 0.00012, "memory": 4083, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02349, "loss": 0.02349, "time": 0.50802} | |
| {"mode": "train", "epoch": 144, "iter": 700, "lr": 0.00011, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02307, "loss": 0.02307, "time": 0.2386} | |
| {"mode": "train", "epoch": 144, "iter": 800, "lr": 0.00011, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02515, "loss": 0.02515, "time": 0.45929} | |
| {"mode": "train", "epoch": 144, "iter": 900, "lr": 0.00011, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02397, "loss": 0.02397, "time": 0.48882} | |
| {"mode": "train", "epoch": 144, "iter": 1000, "lr": 0.00011, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02267, "loss": 0.02267, "time": 0.49254} | |
| {"mode": "train", "epoch": 144, "iter": 1100, "lr": 0.0001, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02294, "loss": 0.02294, "time": 0.49171} | |
| {"mode": "train", "epoch": 144, "iter": 1200, "lr": 0.0001, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02457, "loss": 0.02457, "time": 0.49287} | |
| {"mode": "val", "epoch": 144, "iter": 533, "lr": 0.0001, "top1_acc": 0.92806, "top5_acc": 0.99554, "mean_class_accuracy": 0.90111} | |
| {"mode": "train", "epoch": 145, "iter": 100, "lr": 0.0001, "memory": 4083, "data_time": 0.18205, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02486, "loss": 0.02486, "time": 0.79943} | |
| {"mode": "train", "epoch": 145, "iter": 200, "lr": 9e-05, "memory": 4083, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0253, "loss": 0.0253, "time": 0.48949} | |
| {"mode": "train", "epoch": 145, "iter": 300, "lr": 9e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.024, "loss": 0.024, "time": 0.49052} | |
| {"mode": "train", "epoch": 145, "iter": 400, "lr": 9e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02352, "loss": 0.02352, "time": 0.49017} | |
| {"mode": "train", "epoch": 145, "iter": 500, "lr": 9e-05, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02247, "loss": 0.02247, "time": 0.3709} | |
| {"mode": "train", "epoch": 145, "iter": 600, "lr": 8e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02364, "loss": 0.02364, "time": 0.50848} | |
| {"mode": "train", "epoch": 145, "iter": 700, "lr": 8e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02299, "loss": 0.02299, "time": 0.23847} | |
| {"mode": "train", "epoch": 145, "iter": 800, "lr": 8e-05, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02329, "loss": 0.02329, "time": 0.46309} | |
| {"mode": "train", "epoch": 145, "iter": 900, "lr": 8e-05, "memory": 4083, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02335, "loss": 0.02335, "time": 0.49127} | |
| {"mode": "train", "epoch": 145, "iter": 1000, "lr": 7e-05, "memory": 4083, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0235, "loss": 0.0235, "time": 0.48998} | |
| {"mode": "train", "epoch": 145, "iter": 1100, "lr": 7e-05, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02399, "loss": 0.02399, "time": 0.4907} | |
| {"mode": "train", "epoch": 145, "iter": 1200, "lr": 7e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02526, "loss": 0.02526, "time": 0.49133} | |
| {"mode": "val", "epoch": 145, "iter": 533, "lr": 7e-05, "top1_acc": 0.92618, "top5_acc": 0.99542, "mean_class_accuracy": 0.89605} | |
| {"mode": "train", "epoch": 146, "iter": 100, "lr": 7e-05, "memory": 4083, "data_time": 0.18136, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02454, "loss": 0.02454, "time": 0.79338} | |
| {"mode": "train", "epoch": 146, "iter": 200, "lr": 6e-05, "memory": 4083, "data_time": 0.00048, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02279, "loss": 0.02279, "time": 0.48874} | |
| {"mode": "train", "epoch": 146, "iter": 300, "lr": 6e-05, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02433, "loss": 0.02433, "time": 0.4906} | |
| {"mode": "train", "epoch": 146, "iter": 400, "lr": 6e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0252, "loss": 0.0252, "time": 0.49036} | |
| {"mode": "train", "epoch": 146, "iter": 500, "lr": 6e-05, "memory": 4083, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02367, "loss": 0.02367, "time": 0.36469} | |
| {"mode": "train", "epoch": 146, "iter": 600, "lr": 6e-05, "memory": 4083, "data_time": 0.00051, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0246, "loss": 0.0246, "time": 0.5092} | |
| {"mode": "train", "epoch": 146, "iter": 700, "lr": 5e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02342, "loss": 0.02342, "time": 0.24328} | |
| {"mode": "train", "epoch": 146, "iter": 800, "lr": 5e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02298, "loss": 0.02298, "time": 0.46094} | |
| {"mode": "train", "epoch": 146, "iter": 900, "lr": 5e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0224, "loss": 0.0224, "time": 0.49464} | |
| {"mode": "train", "epoch": 146, "iter": 1000, "lr": 5e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02524, "loss": 0.02524, "time": 0.4892} | |
| {"mode": "train", "epoch": 146, "iter": 1100, "lr": 5e-05, "memory": 4083, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0241, "loss": 0.0241, "time": 0.49305} | |
| {"mode": "train", "epoch": 146, "iter": 1200, "lr": 5e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02235, "loss": 0.02235, "time": 0.48887} | |
| {"mode": "val", "epoch": 146, "iter": 533, "lr": 4e-05, "top1_acc": 0.9263, "top5_acc": 0.99578, "mean_class_accuracy": 0.89648} | |
| {"mode": "train", "epoch": 147, "iter": 100, "lr": 4e-05, "memory": 4083, "data_time": 0.18884, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02355, "loss": 0.02355, "time": 0.80129} | |
| {"mode": "train", "epoch": 147, "iter": 200, "lr": 4e-05, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02287, "loss": 0.02287, "time": 0.48756} | |
| {"mode": "train", "epoch": 147, "iter": 300, "lr": 4e-05, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02299, "loss": 0.02299, "time": 0.49045} | |
| {"mode": "train", "epoch": 147, "iter": 400, "lr": 4e-05, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02506, "loss": 0.02506, "time": 0.48554} | |
| {"mode": "train", "epoch": 147, "iter": 500, "lr": 4e-05, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02269, "loss": 0.02269, "time": 0.36624} | |
| {"mode": "train", "epoch": 147, "iter": 600, "lr": 3e-05, "memory": 4083, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0239, "loss": 0.0239, "time": 0.50908} | |
| {"mode": "train", "epoch": 147, "iter": 700, "lr": 3e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02555, "loss": 0.02555, "time": 0.23425} | |
| {"mode": "train", "epoch": 147, "iter": 800, "lr": 3e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02472, "loss": 0.02472, "time": 0.44674} | |
| {"mode": "train", "epoch": 147, "iter": 900, "lr": 3e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02614, "loss": 0.02614, "time": 0.49326} | |
| {"mode": "train", "epoch": 147, "iter": 1000, "lr": 3e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0256, "loss": 0.0256, "time": 0.4943} | |
| {"mode": "train", "epoch": 147, "iter": 1100, "lr": 3e-05, "memory": 4083, "data_time": 0.00047, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02228, "loss": 0.02228, "time": 0.49242} | |
| {"mode": "train", "epoch": 147, "iter": 1200, "lr": 3e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02311, "loss": 0.02311, "time": 0.4906} | |
| {"mode": "val", "epoch": 147, "iter": 533, "lr": 2e-05, "top1_acc": 0.92759, "top5_acc": 0.99566, "mean_class_accuracy": 0.89928} | |
| {"mode": "train", "epoch": 148, "iter": 100, "lr": 2e-05, "memory": 4083, "data_time": 0.18456, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02272, "loss": 0.02272, "time": 0.80132} | |
| {"mode": "train", "epoch": 148, "iter": 200, "lr": 2e-05, "memory": 4083, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0245, "loss": 0.0245, "time": 0.48999} | |
| {"mode": "train", "epoch": 148, "iter": 300, "lr": 2e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0251, "loss": 0.0251, "time": 0.49049} | |
| {"mode": "train", "epoch": 148, "iter": 400, "lr": 2e-05, "memory": 4083, "data_time": 0.00034, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02342, "loss": 0.02342, "time": 0.48988} | |
| {"mode": "train", "epoch": 148, "iter": 500, "lr": 2e-05, "memory": 4083, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02296, "loss": 0.02296, "time": 0.38013} | |
| {"mode": "train", "epoch": 148, "iter": 600, "lr": 2e-05, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02421, "loss": 0.02421, "time": 0.5106} | |
| {"mode": "train", "epoch": 148, "iter": 700, "lr": 2e-05, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02394, "loss": 0.02394, "time": 0.23528} | |
| {"mode": "train", "epoch": 148, "iter": 800, "lr": 2e-05, "memory": 4083, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.024, "loss": 0.024, "time": 0.43163} | |
| {"mode": "train", "epoch": 148, "iter": 900, "lr": 1e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02438, "loss": 0.02438, "time": 0.49187} | |
| {"mode": "train", "epoch": 148, "iter": 1000, "lr": 1e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02343, "loss": 0.02343, "time": 0.48802} | |
| {"mode": "train", "epoch": 148, "iter": 1100, "lr": 1e-05, "memory": 4083, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02452, "loss": 0.02452, "time": 0.48872} | |
| {"mode": "train", "epoch": 148, "iter": 1200, "lr": 1e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02508, "loss": 0.02508, "time": 0.49193} | |
| {"mode": "val", "epoch": 148, "iter": 533, "lr": 1e-05, "top1_acc": 0.92689, "top5_acc": 0.99542, "mean_class_accuracy": 0.89768} | |
| {"mode": "train", "epoch": 149, "iter": 100, "lr": 1e-05, "memory": 4083, "data_time": 0.18463, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02397, "loss": 0.02397, "time": 0.7893} | |
| {"mode": "train", "epoch": 149, "iter": 200, "lr": 1e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02432, "loss": 0.02432, "time": 0.49073} | |
| {"mode": "train", "epoch": 149, "iter": 300, "lr": 1e-05, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0237, "loss": 0.0237, "time": 0.49458} | |
| {"mode": "train", "epoch": 149, "iter": 400, "lr": 1e-05, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02423, "loss": 0.02423, "time": 0.49312} | |
| {"mode": "train", "epoch": 149, "iter": 500, "lr": 1e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02536, "loss": 0.02536, "time": 0.41358} | |
| {"mode": "train", "epoch": 149, "iter": 600, "lr": 1e-05, "memory": 4083, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02397, "loss": 0.02397, "time": 0.47481} | |
| {"mode": "train", "epoch": 149, "iter": 700, "lr": 1e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02276, "loss": 0.02276, "time": 0.25668} | |
| {"mode": "train", "epoch": 149, "iter": 800, "lr": 1e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02313, "loss": 0.02313, "time": 0.42901} | |
| {"mode": "train", "epoch": 149, "iter": 900, "lr": 0.0, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02426, "loss": 0.02426, "time": 0.49155} | |
| {"mode": "train", "epoch": 149, "iter": 1000, "lr": 0.0, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02278, "loss": 0.02278, "time": 0.49286} | |
| {"mode": "train", "epoch": 149, "iter": 1100, "lr": 0.0, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02237, "loss": 0.02237, "time": 0.49276} | |
| {"mode": "train", "epoch": 149, "iter": 1200, "lr": 0.0, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02376, "loss": 0.02376, "time": 0.4918} | |
| {"mode": "val", "epoch": 149, "iter": 533, "lr": 0.0, "top1_acc": 0.92783, "top5_acc": 0.99566, "mean_class_accuracy": 0.89833} | |
| {"mode": "train", "epoch": 150, "iter": 100, "lr": 0.0, "memory": 4083, "data_time": 0.18401, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02212, "loss": 0.02212, "time": 0.80815} | |
| {"mode": "train", "epoch": 150, "iter": 200, "lr": 0.0, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0231, "loss": 0.0231, "time": 0.48863} | |
| {"mode": "train", "epoch": 150, "iter": 300, "lr": 0.0, "memory": 4083, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02421, "loss": 0.02421, "time": 0.49195} | |
| {"mode": "train", "epoch": 150, "iter": 400, "lr": 0.0, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02504, "loss": 0.02504, "time": 0.48941} | |
| {"mode": "train", "epoch": 150, "iter": 500, "lr": 0.0, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02269, "loss": 0.02269, "time": 0.40722} | |
| {"mode": "train", "epoch": 150, "iter": 600, "lr": 0.0, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02281, "loss": 0.02281, "time": 0.48215} | |
| {"mode": "train", "epoch": 150, "iter": 700, "lr": 0.0, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02437, "loss": 0.02437, "time": 0.25051} | |
| {"mode": "train", "epoch": 150, "iter": 800, "lr": 0.0, "memory": 4083, "data_time": 0.00035, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0233, "loss": 0.0233, "time": 0.41906} | |
| {"mode": "train", "epoch": 150, "iter": 900, "lr": 0.0, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02194, "loss": 0.02194, "time": 0.48672} | |
| {"mode": "train", "epoch": 150, "iter": 1000, "lr": 0.0, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02466, "loss": 0.02466, "time": 0.49027} | |
| {"mode": "train", "epoch": 150, "iter": 1100, "lr": 0.0, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02286, "loss": 0.02286, "time": 0.49541} | |
| {"mode": "train", "epoch": 150, "iter": 1200, "lr": 0.0, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02346, "loss": 0.02346, "time": 0.48934} | |
| {"mode": "val", "epoch": 150, "iter": 533, "lr": 0.0, "top1_acc": 0.92853, "top5_acc": 0.99542, "mean_class_accuracy": 0.89895} | |