diff --git "a/finegym/j_3/20250624_084345.log.json" "b/finegym/j_3/20250624_084345.log.json"
new file mode 100644--- /dev/null
+++ "b/finegym/j_3/20250624_084345.log.json"
@@ -0,0 +1,1951 @@
+{"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": 1562067252, "config_name": "j_3.py", "work_dir": "j_3", "hook_msgs": {}}
+{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.025, "memory": 4082, "data_time": 0.18354, "top1_acc": 0.04812, "top5_acc": 0.20938, "loss_cls": 4.57007, "loss": 4.57007, "time": 0.40128}
+{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.025, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.075, "top5_acc": 0.30812, "loss_cls": 4.64466, "loss": 4.64466, "time": 0.21516}
+{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.025, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.11, "top5_acc": 0.34188, "loss_cls": 4.44677, "loss": 4.44677, "time": 0.21502}
+{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.025, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.12125, "top5_acc": 0.41, "loss_cls": 4.16991, "loss": 4.16991, "time": 0.2191}
+{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.025, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.1575, "top5_acc": 0.50125, "loss_cls": 3.87032, "loss": 3.87032, "time": 0.2176}
+{"mode": "train", "epoch": 1, "iter": 600, "lr": 0.025, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.19125, "top5_acc": 0.56875, "loss_cls": 3.57394, "loss": 3.57394, "time": 0.21951}
+{"mode": "train", "epoch": 1, "iter": 700, "lr": 0.025, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.245, "top5_acc": 0.5975, "loss_cls": 3.32581, "loss": 3.32581, "time": 0.21735}
+{"mode": "train", "epoch": 1, "iter": 800, "lr": 0.025, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.27375, "top5_acc": 0.64125, "loss_cls": 3.15961, "loss": 3.15961, "time": 0.21916}
+{"mode": "train", "epoch": 1, "iter": 900, "lr": 0.025, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.30312, "top5_acc": 0.69938, "loss_cls": 2.9544, "loss": 2.9544, "time": 0.2185}
+{"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.025, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.32938, "top5_acc": 0.71, "loss_cls": 2.83895, "loss": 2.83895, "time": 0.21659}
+{"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.025, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.35312, "top5_acc": 0.72688, "loss_cls": 2.8031, "loss": 2.8031, "time": 0.21767}
+{"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.025, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.37312, "top5_acc": 0.7775, "loss_cls": 2.61987, "loss": 2.61987, "time": 0.21862}
+{"mode": "val", "epoch": 1, "iter": 533, "lr": 0.025, "top1_acc": 0.40547, "top5_acc": 0.77573, "mean_class_accuracy": 0.20655}
+{"mode": "train", "epoch": 2, "iter": 100, "lr": 0.025, "memory": 4082, "data_time": 0.18461, "top1_acc": 0.37625, "top5_acc": 0.77812, "loss_cls": 2.56085, "loss": 2.56085, "time": 0.40293}
+{"mode": "train", "epoch": 2, "iter": 200, "lr": 0.025, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.435, "top5_acc": 0.81812, "loss_cls": 2.41022, "loss": 2.41022, "time": 0.21968}
+{"mode": "train", "epoch": 2, "iter": 300, "lr": 0.025, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.4425, "top5_acc": 0.82188, "loss_cls": 2.33402, "loss": 2.33402, "time": 0.22045}
+{"mode": "train", "epoch": 2, "iter": 400, "lr": 0.025, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.4475, "top5_acc": 0.82312, "loss_cls": 2.28445, "loss": 2.28445, "time": 0.21874}
+{"mode": "train", "epoch": 2, "iter": 500, "lr": 0.02499, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.4725, "top5_acc": 0.84688, "loss_cls": 2.17035, "loss": 2.17035, "time": 0.21882}
+{"mode": "train", "epoch": 2, "iter": 600, "lr": 0.02499, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.44812, "top5_acc": 0.85625, "loss_cls": 2.19628, "loss": 2.19628, "time": 0.21698}
+{"mode": "train", "epoch": 2, "iter": 700, "lr": 0.02499, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.47375, "top5_acc": 0.85625, "loss_cls": 2.13933, "loss": 2.13933, "time": 0.21754}
+{"mode": "train", "epoch": 2, "iter": 800, "lr": 0.02499, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.49875, "top5_acc": 0.88062, "loss_cls": 2.01067, "loss": 2.01067, "time": 0.2176}
+{"mode": "train", "epoch": 2, "iter": 900, "lr": 0.02499, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.5025, "top5_acc": 0.86375, "loss_cls": 2.02046, "loss": 2.02046, "time": 0.21792}
+{"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.02499, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.51812, "top5_acc": 0.8775, "loss_cls": 1.95611, "loss": 1.95611, "time": 0.21595}
+{"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.02499, "memory": 4082, "data_time": 0.00045, "top1_acc": 0.51438, "top5_acc": 0.895, "loss_cls": 1.94832, "loss": 1.94832, "time": 0.21828}
+{"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.02499, "memory": 4082, "data_time": 0.00039, "top1_acc": 0.50562, "top5_acc": 0.8825, "loss_cls": 1.96014, "loss": 1.96014, "time": 0.22011}
+{"mode": "val", "epoch": 2, "iter": 533, "lr": 0.02499, "top1_acc": 0.50428, "top5_acc": 0.88112, "mean_class_accuracy": 0.28758}
+{"mode": "train", "epoch": 3, "iter": 100, "lr": 0.02499, "memory": 4082, "data_time": 0.18406, "top1_acc": 0.54312, "top5_acc": 0.905, "loss_cls": 1.79425, "loss": 1.79425, "time": 0.40453}
+{"mode": "train", "epoch": 3, "iter": 200, "lr": 0.02499, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.55562, "top5_acc": 0.89875, "loss_cls": 1.83296, "loss": 1.83296, "time": 0.21953}
+{"mode": "train", "epoch": 3, "iter": 300, "lr": 0.02499, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.545, "top5_acc": 0.90062, "loss_cls": 1.80622, "loss": 1.80622, "time": 0.21961}
+{"mode": "train", "epoch": 3, "iter": 400, "lr": 0.02499, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.5575, "top5_acc": 0.91125, "loss_cls": 1.73912, "loss": 1.73912, "time": 0.21752}
+{"mode": "train", "epoch": 3, "iter": 500, "lr": 0.02498, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.56938, "top5_acc": 0.91188, "loss_cls": 1.75895, "loss": 1.75895, "time": 0.21853}
+{"mode": "train", "epoch": 3, "iter": 600, "lr": 0.02498, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.54937, "top5_acc": 0.92062, "loss_cls": 1.789, "loss": 1.789, "time": 0.22014}
+{"mode": "train", "epoch": 3, "iter": 700, "lr": 0.02498, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.55812, "top5_acc": 0.92125, "loss_cls": 1.74636, "loss": 1.74636, "time": 0.22002}
+{"mode": "train", "epoch": 3, "iter": 800, "lr": 0.02498, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.55188, "top5_acc": 0.9275, "loss_cls": 1.72177, "loss": 1.72177, "time": 0.21711}
+{"mode": "train", "epoch": 3, "iter": 900, "lr": 0.02498, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.55625, "top5_acc": 0.90688, "loss_cls": 1.76779, "loss": 1.76779, "time": 0.21749}
+{"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.02498, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.57688, "top5_acc": 0.92438, "loss_cls": 1.68124, "loss": 1.68124, "time": 0.21707}
+{"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.02498, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.595, "top5_acc": 0.92938, "loss_cls": 1.6191, "loss": 1.6191, "time": 0.21905}
+{"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.02498, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.5725, "top5_acc": 0.92, "loss_cls": 1.68278, "loss": 1.68278, "time": 0.2213}
+{"mode": "val", "epoch": 3, "iter": 533, "lr": 0.02498, "top1_acc": 0.56425, "top5_acc": 0.906, "mean_class_accuracy": 0.39262}
+{"mode": "train", "epoch": 4, "iter": 100, "lr": 0.02497, "memory": 4082, "data_time": 0.18158, "top1_acc": 0.585, "top5_acc": 0.93562, "loss_cls": 1.59436, "loss": 1.59436, "time": 0.39885}
+{"mode": "train", "epoch": 4, "iter": 200, "lr": 0.02497, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.615, "top5_acc": 0.935, "loss_cls": 1.54103, "loss": 1.54103, "time": 0.21609}
+{"mode": "train", "epoch": 4, "iter": 300, "lr": 0.02497, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.59688, "top5_acc": 0.93875, "loss_cls": 1.58971, "loss": 1.58971, "time": 0.21596}
+{"mode": "train", "epoch": 4, "iter": 400, "lr": 0.02497, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.60688, "top5_acc": 0.93375, "loss_cls": 1.61882, "loss": 1.61882, "time": 0.21794}
+{"mode": "train", "epoch": 4, "iter": 500, "lr": 0.02497, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.6225, "top5_acc": 0.93688, "loss_cls": 1.55079, "loss": 1.55079, "time": 0.21617}
+{"mode": "train", "epoch": 4, "iter": 600, "lr": 0.02497, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.61562, "top5_acc": 0.94688, "loss_cls": 1.4946, "loss": 1.4946, "time": 0.21485}
+{"mode": "train", "epoch": 4, "iter": 700, "lr": 0.02497, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.61, "top5_acc": 0.93938, "loss_cls": 1.54136, "loss": 1.54136, "time": 0.21892}
+{"mode": "train", "epoch": 4, "iter": 800, "lr": 0.02496, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.61375, "top5_acc": 0.94625, "loss_cls": 1.48445, "loss": 1.48445, "time": 0.21596}
+{"mode": "train", "epoch": 4, "iter": 900, "lr": 0.02496, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.61312, "top5_acc": 0.9425, "loss_cls": 1.52408, "loss": 1.52408, "time": 0.21583}
+{"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.02496, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.64125, "top5_acc": 0.95625, "loss_cls": 1.4403, "loss": 1.4403, "time": 0.21732}
+{"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.02496, "memory": 4082, "data_time": 0.00071, "top1_acc": 0.625, "top5_acc": 0.9425, "loss_cls": 1.50768, "loss": 1.50768, "time": 0.21855}
+{"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.02496, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.63625, "top5_acc": 0.94938, "loss_cls": 1.50249, "loss": 1.50249, "time": 0.21436}
+{"mode": "val", "epoch": 4, "iter": 533, "lr": 0.02496, "top1_acc": 0.61425, "top5_acc": 0.93369, "mean_class_accuracy": 0.442}
+{"mode": "train", "epoch": 5, "iter": 100, "lr": 0.02495, "memory": 4082, "data_time": 0.17847, "top1_acc": 0.62938, "top5_acc": 0.95125, "loss_cls": 1.44736, "loss": 1.44736, "time": 0.39526}
+{"mode": "train", "epoch": 5, "iter": 200, "lr": 0.02495, "memory": 4082, "data_time": 0.00038, "top1_acc": 0.64, "top5_acc": 0.95125, "loss_cls": 1.40967, "loss": 1.40967, "time": 0.22049}
+{"mode": "train", "epoch": 5, "iter": 300, "lr": 0.02495, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.65375, "top5_acc": 0.95625, "loss_cls": 1.37512, "loss": 1.37512, "time": 0.21804}
+{"mode": "train", "epoch": 5, "iter": 400, "lr": 0.02495, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.63188, "top5_acc": 0.95188, "loss_cls": 1.42113, "loss": 1.42113, "time": 0.21732}
+{"mode": "train", "epoch": 5, "iter": 500, "lr": 0.02495, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.6525, "top5_acc": 0.95562, "loss_cls": 1.38783, "loss": 1.38783, "time": 0.21656}
+{"mode": "train", "epoch": 5, "iter": 600, "lr": 0.02495, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.65812, "top5_acc": 0.95125, "loss_cls": 1.36886, "loss": 1.36886, "time": 0.21538}
+{"mode": "train", "epoch": 5, "iter": 700, "lr": 0.02494, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.66188, "top5_acc": 0.9525, "loss_cls": 1.39662, "loss": 1.39662, "time": 0.21727}
+{"mode": "train", "epoch": 5, "iter": 800, "lr": 0.02494, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.65562, "top5_acc": 0.955, "loss_cls": 1.40451, "loss": 1.40451, "time": 0.22001}
+{"mode": "train", "epoch": 5, "iter": 900, "lr": 0.02494, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.67125, "top5_acc": 0.95438, "loss_cls": 1.34445, "loss": 1.34445, "time": 0.21859}
+{"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.02494, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.67062, "top5_acc": 0.95188, "loss_cls": 1.36629, "loss": 1.36629, "time": 0.21984}
+{"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.02494, "memory": 4082, "data_time": 0.00032, "top1_acc": 0.64438, "top5_acc": 0.95562, "loss_cls": 1.42502, "loss": 1.42502, "time": 0.21995}
+{"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.02493, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.65125, "top5_acc": 0.96188, "loss_cls": 1.41862, "loss": 1.41862, "time": 0.22015}
+{"mode": "val", "epoch": 5, "iter": 533, "lr": 0.02493, "top1_acc": 0.66577, "top5_acc": 0.94895, "mean_class_accuracy": 0.54092}
+{"mode": "train", "epoch": 6, "iter": 100, "lr": 0.02493, "memory": 4082, "data_time": 0.18816, "top1_acc": 0.67688, "top5_acc": 0.95812, "loss_cls": 1.29506, "loss": 1.29506, "time": 0.4048}
+{"mode": "train", "epoch": 6, "iter": 200, "lr": 0.02493, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.67188, "top5_acc": 0.9625, "loss_cls": 1.31665, "loss": 1.31665, "time": 0.21876}
+{"mode": "train", "epoch": 6, "iter": 300, "lr": 0.02492, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.67, "top5_acc": 0.95562, "loss_cls": 1.3587, "loss": 1.3587, "time": 0.21573}
+{"mode": "train", "epoch": 6, "iter": 400, "lr": 0.02492, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.67438, "top5_acc": 0.96125, "loss_cls": 1.28629, "loss": 1.28629, "time": 0.21946}
+{"mode": "train", "epoch": 6, "iter": 500, "lr": 0.02492, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.66062, "top5_acc": 0.96062, "loss_cls": 1.37718, "loss": 1.37718, "time": 0.21926}
+{"mode": "train", "epoch": 6, "iter": 600, "lr": 0.02492, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.64438, "top5_acc": 0.95812, "loss_cls": 1.37017, "loss": 1.37017, "time": 0.21747}
+{"mode": "train", "epoch": 6, "iter": 700, "lr": 0.02492, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.70375, "top5_acc": 0.97125, "loss_cls": 1.20673, "loss": 1.20673, "time": 0.21819}
+{"mode": "train", "epoch": 6, "iter": 800, "lr": 0.02491, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.705, "top5_acc": 0.96812, "loss_cls": 1.24955, "loss": 1.24955, "time": 0.21623}
+{"mode": "train", "epoch": 6, "iter": 900, "lr": 0.02491, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.69562, "top5_acc": 0.97062, "loss_cls": 1.25109, "loss": 1.25109, "time": 0.21825}
+{"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.02491, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.71625, "top5_acc": 0.96812, "loss_cls": 1.18596, "loss": 1.18596, "time": 0.2164}
+{"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.02491, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.66688, "top5_acc": 0.95688, "loss_cls": 1.31568, "loss": 1.31568, "time": 0.21707}
+{"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.0249, "memory": 4082, "data_time": 0.00037, "top1_acc": 0.69312, "top5_acc": 0.96438, "loss_cls": 1.26839, "loss": 1.26839, "time": 0.21924}
+{"mode": "val", "epoch": 6, "iter": 533, "lr": 0.0249, "top1_acc": 0.67938, "top5_acc": 0.96256, "mean_class_accuracy": 0.53215}
+{"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0249, "memory": 4082, "data_time": 0.18688, "top1_acc": 0.7175, "top5_acc": 0.97375, "loss_cls": 1.16713, "loss": 1.16713, "time": 0.40355}
+{"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0249, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.68688, "top5_acc": 0.96812, "loss_cls": 1.24867, "loss": 1.24867, "time": 0.21632}
+{"mode": "train", "epoch": 7, "iter": 300, "lr": 0.02489, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.68875, "top5_acc": 0.9675, "loss_cls": 1.25531, "loss": 1.25531, "time": 0.21963}
+{"mode": "train", "epoch": 7, "iter": 400, "lr": 0.02489, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.68625, "top5_acc": 0.975, "loss_cls": 1.21952, "loss": 1.21952, "time": 0.2169}
+{"mode": "train", "epoch": 7, "iter": 500, "lr": 0.02489, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.69938, "top5_acc": 0.96625, "loss_cls": 1.22241, "loss": 1.22241, "time": 0.21678}
+{"mode": "train", "epoch": 7, "iter": 600, "lr": 0.02489, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.705, "top5_acc": 0.97188, "loss_cls": 1.20535, "loss": 1.20535, "time": 0.21682}
+{"mode": "train", "epoch": 7, "iter": 700, "lr": 0.02488, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.70188, "top5_acc": 0.97062, "loss_cls": 1.23788, "loss": 1.23788, "time": 0.21756}
+{"mode": "train", "epoch": 7, "iter": 800, "lr": 0.02488, "memory": 4082, "data_time": 0.00038, "top1_acc": 0.71062, "top5_acc": 0.97062, "loss_cls": 1.17056, "loss": 1.17056, "time": 0.21736}
+{"mode": "train", "epoch": 7, "iter": 900, "lr": 0.02488, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.70062, "top5_acc": 0.9625, "loss_cls": 1.23938, "loss": 1.23938, "time": 0.21758}
+{"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.02487, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.70812, "top5_acc": 0.96625, "loss_cls": 1.19064, "loss": 1.19064, "time": 0.21383}
+{"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.02487, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.69875, "top5_acc": 0.97125, "loss_cls": 1.19233, "loss": 1.19233, "time": 0.21782}
+{"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.02487, "memory": 4082, "data_time": 0.00037, "top1_acc": 0.7225, "top5_acc": 0.96812, "loss_cls": 1.1873, "loss": 1.1873, "time": 0.22029}
+{"mode": "val", "epoch": 7, "iter": 533, "lr": 0.02487, "top1_acc": 0.64676, "top5_acc": 0.94954, "mean_class_accuracy": 0.49548}
+{"mode": "train", "epoch": 8, "iter": 100, "lr": 0.02486, "memory": 4082, "data_time": 0.18458, "top1_acc": 0.725, "top5_acc": 0.96938, "loss_cls": 1.15353, "loss": 1.15353, "time": 0.40564}
+{"mode": "train", "epoch": 8, "iter": 200, "lr": 0.02486, "memory": 4082, "data_time": 0.00033, "top1_acc": 0.70062, "top5_acc": 0.9725, "loss_cls": 1.17576, "loss": 1.17576, "time": 0.22153}
+{"mode": "train", "epoch": 8, "iter": 300, "lr": 0.02486, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.71, "top5_acc": 0.96312, "loss_cls": 1.20332, "loss": 1.20332, "time": 0.21612}
+{"mode": "train", "epoch": 8, "iter": 400, "lr": 0.02485, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.72062, "top5_acc": 0.96938, "loss_cls": 1.14822, "loss": 1.14822, "time": 0.21768}
+{"mode": "train", "epoch": 8, "iter": 500, "lr": 0.02485, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.72812, "top5_acc": 0.97312, "loss_cls": 1.15041, "loss": 1.15041, "time": 0.21701}
+{"mode": "train", "epoch": 8, "iter": 600, "lr": 0.02485, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.72688, "top5_acc": 0.97125, "loss_cls": 1.12164, "loss": 1.12164, "time": 0.21901}
+{"mode": "train", "epoch": 8, "iter": 700, "lr": 0.02484, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.685, "top5_acc": 0.96875, "loss_cls": 1.25232, "loss": 1.25232, "time": 0.21683}
+{"mode": "train", "epoch": 8, "iter": 800, "lr": 0.02484, "memory": 4082, "data_time": 0.0004, "top1_acc": 0.7225, "top5_acc": 0.96938, "loss_cls": 1.16462, "loss": 1.16462, "time": 0.21997}
+{"mode": "train", "epoch": 8, "iter": 900, "lr": 0.02484, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.70438, "top5_acc": 0.96812, "loss_cls": 1.19315, "loss": 1.19315, "time": 0.21733}
+{"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.02483, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.745, "top5_acc": 0.9775, "loss_cls": 1.07701, "loss": 1.07701, "time": 0.21832}
+{"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.02483, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.70812, "top5_acc": 0.96688, "loss_cls": 1.17031, "loss": 1.17031, "time": 0.2183}
+{"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.02483, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.71938, "top5_acc": 0.975, "loss_cls": 1.14599, "loss": 1.14599, "time": 0.21734}
+{"mode": "val", "epoch": 8, "iter": 533, "lr": 0.02482, "top1_acc": 0.70473, "top5_acc": 0.9723, "mean_class_accuracy": 0.57435}
+{"mode": "train", "epoch": 9, "iter": 100, "lr": 0.02482, "memory": 4082, "data_time": 0.17896, "top1_acc": 0.7525, "top5_acc": 0.9775, "loss_cls": 1.08055, "loss": 1.08055, "time": 0.39653}
+{"mode": "train", "epoch": 9, "iter": 200, "lr": 0.02482, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.72125, "top5_acc": 0.96375, "loss_cls": 1.15402, "loss": 1.15402, "time": 0.21904}
+{"mode": "train", "epoch": 9, "iter": 300, "lr": 0.02481, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.72625, "top5_acc": 0.97812, "loss_cls": 1.10439, "loss": 1.10439, "time": 0.21771}
+{"mode": "train", "epoch": 9, "iter": 400, "lr": 0.02481, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.7275, "top5_acc": 0.96375, "loss_cls": 1.15517, "loss": 1.15517, "time": 0.21704}
+{"mode": "train", "epoch": 9, "iter": 500, "lr": 0.02481, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.73125, "top5_acc": 0.9725, "loss_cls": 1.16809, "loss": 1.16809, "time": 0.21853}
+{"mode": "train", "epoch": 9, "iter": 600, "lr": 0.0248, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.71875, "top5_acc": 0.97062, "loss_cls": 1.1658, "loss": 1.1658, "time": 0.21641}
+{"mode": "train", "epoch": 9, "iter": 700, "lr": 0.0248, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.73562, "top5_acc": 0.97438, "loss_cls": 1.10478, "loss": 1.10478, "time": 0.21715}
+{"mode": "train", "epoch": 9, "iter": 800, "lr": 0.0248, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.7475, "top5_acc": 0.9775, "loss_cls": 1.0463, "loss": 1.0463, "time": 0.22269}
+{"mode": "train", "epoch": 9, "iter": 900, "lr": 0.02479, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.74312, "top5_acc": 0.97438, "loss_cls": 1.09073, "loss": 1.09073, "time": 0.2156}
+{"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.02479, "memory": 4082, "data_time": 0.00036, "top1_acc": 0.7075, "top5_acc": 0.9675, "loss_cls": 1.15931, "loss": 1.15931, "time": 0.21892}
+{"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.02479, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.73875, "top5_acc": 0.98312, "loss_cls": 1.04544, "loss": 1.04544, "time": 0.21893}
+{"mode": "train", "epoch": 9, "iter": 1200, "lr": 0.02478, "memory": 4082, "data_time": 0.00041, "top1_acc": 0.73, "top5_acc": 0.9775, "loss_cls": 1.08915, "loss": 1.08915, "time": 0.21925}
+{"mode": "val", "epoch": 9, "iter": 533, "lr": 0.02478, "top1_acc": 0.68184, "top5_acc": 0.95282, "mean_class_accuracy": 0.54341}
+{"mode": "train", "epoch": 10, "iter": 100, "lr": 0.02477, "memory": 4082, "data_time": 0.18306, "top1_acc": 0.73, "top5_acc": 0.96875, "loss_cls": 1.10781, "loss": 1.10781, "time": 0.40129}
+{"mode": "train", "epoch": 10, "iter": 200, "lr": 0.02477, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.74562, "top5_acc": 0.97438, "loss_cls": 1.06876, "loss": 1.06876, "time": 0.21863}
+{"mode": "train", "epoch": 10, "iter": 300, "lr": 0.02477, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.76125, "top5_acc": 0.9775, "loss_cls": 1.02157, "loss": 1.02157, "time": 0.21712}
+{"mode": "train", "epoch": 10, "iter": 400, "lr": 0.02476, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.72375, "top5_acc": 0.97875, "loss_cls": 1.08172, "loss": 1.08172, "time": 0.21621}
+{"mode": "train", "epoch": 10, "iter": 500, "lr": 0.02476, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.7375, "top5_acc": 0.97312, "loss_cls": 1.09718, "loss": 1.09718, "time": 0.21707}
+{"mode": "train", "epoch": 10, "iter": 600, "lr": 0.02476, "memory": 4082, "data_time": 0.00032, "top1_acc": 0.74375, "top5_acc": 0.97812, "loss_cls": 1.07275, "loss": 1.07275, "time": 0.21868}
+{"mode": "train", "epoch": 10, "iter": 700, "lr": 0.02475, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.74812, "top5_acc": 0.97938, "loss_cls": 1.05478, "loss": 1.05478, "time": 0.21494}
+{"mode": "train", "epoch": 10, "iter": 800, "lr": 0.02475, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.71938, "top5_acc": 0.97188, "loss_cls": 1.13621, "loss": 1.13621, "time": 0.2178}
+{"mode": "train", "epoch": 10, "iter": 900, "lr": 0.02474, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.76062, "top5_acc": 0.98, "loss_cls": 1.02424, "loss": 1.02424, "time": 0.21696}
+{"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.02474, "memory": 4082, "data_time": 0.0004, "top1_acc": 0.75625, "top5_acc": 0.97562, "loss_cls": 1.0616, "loss": 1.0616, "time": 0.21985}
+{"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.02473, "memory": 4082, "data_time": 0.00036, "top1_acc": 0.7425, "top5_acc": 0.97688, "loss_cls": 1.08991, "loss": 1.08991, "time": 0.21986}
+{"mode": "train", "epoch": 10, "iter": 1200, "lr": 0.02473, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.73688, "top5_acc": 0.96812, "loss_cls": 1.11915, "loss": 1.11915, "time": 0.21908}
+{"mode": "val", "epoch": 10, "iter": 533, "lr": 0.02473, "top1_acc": 0.72491, "top5_acc": 0.97676, "mean_class_accuracy": 0.59024}
+{"mode": "train", "epoch": 11, "iter": 100, "lr": 0.02472, "memory": 4082, "data_time": 0.18673, "top1_acc": 0.75812, "top5_acc": 0.98062, "loss_cls": 1.03164, "loss": 1.03164, "time": 0.40655}
+{"mode": "train", "epoch": 11, "iter": 200, "lr": 0.02472, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.7625, "top5_acc": 0.98, "loss_cls": 1.00766, "loss": 1.00766, "time": 0.21838}
+{"mode": "train", "epoch": 11, "iter": 300, "lr": 0.02471, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.73562, "top5_acc": 0.985, "loss_cls": 1.0735, "loss": 1.0735, "time": 0.21759}
+{"mode": "train", "epoch": 11, "iter": 400, "lr": 0.02471, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.745, "top5_acc": 0.975, "loss_cls": 1.07576, "loss": 1.07576, "time": 0.21551}
+{"mode": "train", "epoch": 11, "iter": 500, "lr": 0.02471, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.75375, "top5_acc": 0.98625, "loss_cls": 1.01987, "loss": 1.01987, "time": 0.21917}
+{"mode": "train", "epoch": 11, "iter": 600, "lr": 0.0247, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.74812, "top5_acc": 0.9825, "loss_cls": 1.02269, "loss": 1.02269, "time": 0.2173}
+{"mode": "train", "epoch": 11, "iter": 700, "lr": 0.0247, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.74562, "top5_acc": 0.9775, "loss_cls": 1.07064, "loss": 1.07064, "time": 0.21684}
+{"mode": "train", "epoch": 11, "iter": 800, "lr": 0.02469, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.75875, "top5_acc": 0.98062, "loss_cls": 1.01222, "loss": 1.01222, "time": 0.21867}
+{"mode": "train", "epoch": 11, "iter": 900, "lr": 0.02469, "memory": 4082, "data_time": 0.00038, "top1_acc": 0.77188, "top5_acc": 0.98125, "loss_cls": 0.98422, "loss": 0.98422, "time": 0.21684}
+{"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.02468, "memory": 4082, "data_time": 0.0005, "top1_acc": 0.74625, "top5_acc": 0.98, "loss_cls": 0.99564, "loss": 0.99564, "time": 0.21822}
+{"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.02468, "memory": 4082, "data_time": 0.00021, "top1_acc": 0.76188, "top5_acc": 0.98188, "loss_cls": 1.004, "loss": 1.004, "time": 0.21495}
+{"mode": "train", "epoch": 11, "iter": 1200, "lr": 0.02467, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.73812, "top5_acc": 0.97, "loss_cls": 1.07588, "loss": 1.07588, "time": 0.21892}
+{"mode": "val", "epoch": 11, "iter": 533, "lr": 0.02467, "top1_acc": 0.72081, "top5_acc": 0.97453, "mean_class_accuracy": 0.60216}
+{"mode": "train", "epoch": 12, "iter": 100, "lr": 0.02467, "memory": 4082, "data_time": 0.18212, "top1_acc": 0.78125, "top5_acc": 0.98188, "loss_cls": 0.98877, "loss": 0.98877, "time": 0.40182}
+{"mode": "train", "epoch": 12, "iter": 200, "lr": 0.02466, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.74062, "top5_acc": 0.9825, "loss_cls": 1.02975, "loss": 1.02975, "time": 0.21953}
+{"mode": "train", "epoch": 12, "iter": 300, "lr": 0.02466, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.735, "top5_acc": 0.9725, "loss_cls": 1.09459, "loss": 1.09459, "time": 0.21876}
+{"mode": "train", "epoch": 12, "iter": 400, "lr": 0.02465, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.76625, "top5_acc": 0.98312, "loss_cls": 0.96532, "loss": 0.96532, "time": 0.21676}
+{"mode": "train", "epoch": 12, "iter": 500, "lr": 0.02465, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.75938, "top5_acc": 0.98125, "loss_cls": 1.01744, "loss": 1.01744, "time": 0.2172}
+{"mode": "train", "epoch": 12, "iter": 600, "lr": 0.02464, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.75062, "top5_acc": 0.9775, "loss_cls": 1.04038, "loss": 1.04038, "time": 0.21733}
+{"mode": "train", "epoch": 12, "iter": 700, "lr": 0.02464, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.75312, "top5_acc": 0.97625, "loss_cls": 1.00493, "loss": 1.00493, "time": 0.217}
+{"mode": "train", "epoch": 12, "iter": 800, "lr": 0.02463, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.7275, "top5_acc": 0.97938, "loss_cls": 1.09367, "loss": 1.09367, "time": 0.21937}
+{"mode": "train", "epoch": 12, "iter": 900, "lr": 0.02463, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.76188, "top5_acc": 0.98, "loss_cls": 1.022, "loss": 1.022, "time": 0.21489}
+{"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.02462, "memory": 4082, "data_time": 0.00037, "top1_acc": 0.75562, "top5_acc": 0.98438, "loss_cls": 1.01947, "loss": 1.01947, "time": 0.21897}
+{"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.02462, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.75375, "top5_acc": 0.9825, "loss_cls": 1.00439, "loss": 1.00439, "time": 0.21717}
+{"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.02461, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.75062, "top5_acc": 0.98625, "loss_cls": 0.99508, "loss": 0.99508, "time": 0.21902}
+{"mode": "val", "epoch": 12, "iter": 533, "lr": 0.02461, "top1_acc": 0.66647, "top5_acc": 0.96233, "mean_class_accuracy": 0.56387}
+{"mode": "train", "epoch": 13, "iter": 100, "lr": 0.0246, "memory": 4082, "data_time": 0.18338, "top1_acc": 0.77625, "top5_acc": 0.98062, "loss_cls": 0.96148, "loss": 0.96148, "time": 0.4006}
+{"mode": "train", "epoch": 13, "iter": 200, "lr": 0.0246, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.76438, "top5_acc": 0.97625, "loss_cls": 1.00363, "loss": 1.00363, "time": 0.21732}
+{"mode": "train", "epoch": 13, "iter": 300, "lr": 0.02459, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.73938, "top5_acc": 0.97438, "loss_cls": 1.04138, "loss": 1.04138, "time": 0.22019}
+{"mode": "train", "epoch": 13, "iter": 400, "lr": 0.02459, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.75312, "top5_acc": 0.98562, "loss_cls": 0.98074, "loss": 0.98074, "time": 0.21593}
+{"mode": "train", "epoch": 13, "iter": 500, "lr": 0.02458, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.7575, "top5_acc": 0.98, "loss_cls": 1.00213, "loss": 1.00213, "time": 0.21913}
+{"mode": "train", "epoch": 13, "iter": 600, "lr": 0.02458, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.76188, "top5_acc": 0.985, "loss_cls": 0.99342, "loss": 0.99342, "time": 0.21926}
+{"mode": "train", "epoch": 13, "iter": 700, "lr": 0.02457, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.76125, "top5_acc": 0.98562, "loss_cls": 0.98183, "loss": 0.98183, "time": 0.21794}
+{"mode": "train", "epoch": 13, "iter": 800, "lr": 0.02457, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.745, "top5_acc": 0.97438, "loss_cls": 1.06803, "loss": 1.06803, "time": 0.21875}
+{"mode": "train", "epoch": 13, "iter": 900, "lr": 0.02456, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.7675, "top5_acc": 0.98188, "loss_cls": 0.97432, "loss": 0.97432, "time": 0.21875}
+{"mode": "train", "epoch": 13, "iter": 1000, "lr": 0.02455, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.74, "top5_acc": 0.98, "loss_cls": 1.04033, "loss": 1.04033, "time": 0.21549}
+{"mode": "train", "epoch": 13, "iter": 1100, "lr": 0.02455, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.76188, "top5_acc": 0.98625, "loss_cls": 0.99583, "loss": 0.99583, "time": 0.21998}
+{"mode": "train", "epoch": 13, "iter": 1200, "lr": 0.02454, "memory": 4082, "data_time": 0.00057, "top1_acc": 0.75, "top5_acc": 0.98062, "loss_cls": 1.01139, "loss": 1.01139, "time": 0.2186}
+{"mode": "val", "epoch": 13, "iter": 533, "lr": 0.02454, "top1_acc": 0.71353, "top5_acc": 0.97313, "mean_class_accuracy": 0.6199}
+{"mode": "train", "epoch": 14, "iter": 100, "lr": 0.02453, "memory": 4082, "data_time": 0.18692, "top1_acc": 0.78062, "top5_acc": 0.9825, "loss_cls": 0.92797, "loss": 0.92797, "time": 0.40663}
+{"mode": "train", "epoch": 14, "iter": 200, "lr": 0.02453, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.76312, "top5_acc": 0.97688, "loss_cls": 1.02151, "loss": 1.02151, "time": 0.21924}
+{"mode": "train", "epoch": 14, "iter": 300, "lr": 0.02452, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.77312, "top5_acc": 0.98938, "loss_cls": 0.94338, "loss": 0.94338, "time": 0.21617}
+{"mode": "train", "epoch": 14, "iter": 400, "lr": 0.02452, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.7825, "top5_acc": 0.9775, "loss_cls": 0.9529, "loss": 0.9529, "time": 0.21825}
+{"mode": "train", "epoch": 14, "iter": 500, "lr": 0.02451, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.75125, "top5_acc": 0.9825, "loss_cls": 1.03026, "loss": 1.03026, "time": 0.21878}
+{"mode": "train", "epoch": 14, "iter": 600, "lr": 0.02451, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.76562, "top5_acc": 0.98125, "loss_cls": 0.97295, "loss": 0.97295, "time": 0.21799}
+{"mode": "train", "epoch": 14, "iter": 700, "lr": 0.0245, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.77625, "top5_acc": 0.98188, "loss_cls": 0.96581, "loss": 0.96581, "time": 0.22035}
+{"mode": "train", "epoch": 14, "iter": 800, "lr": 0.02449, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.74625, "top5_acc": 0.98188, "loss_cls": 0.9999, "loss": 0.9999, "time": 0.21958}
+{"mode": "train", "epoch": 14, "iter": 900, "lr": 0.02449, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.76625, "top5_acc": 0.98438, "loss_cls": 0.97957, "loss": 0.97957, "time": 0.21698}
+{"mode": "train", "epoch": 14, "iter": 1000, "lr": 0.02448, "memory": 4082, "data_time": 0.00045, "top1_acc": 0.75375, "top5_acc": 0.98438, "loss_cls": 1.03403, "loss": 1.03403, "time": 0.21856}
+{"mode": "train", "epoch": 14, "iter": 1100, "lr": 0.02448, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.77875, "top5_acc": 0.98188, "loss_cls": 0.95708, "loss": 0.95708, "time": 0.21925}
+{"mode": "train", "epoch": 14, "iter": 1200, "lr": 0.02447, "memory": 4082, "data_time": 0.00035, "top1_acc": 0.76625, "top5_acc": 0.98812, "loss_cls": 0.93432, "loss": 0.93432, "time": 0.21626}
+{"mode": "val", "epoch": 14, "iter": 533, "lr": 0.02447, "top1_acc": 0.73043, "top5_acc": 0.97359, "mean_class_accuracy": 0.61285}
+{"mode": "train", "epoch": 15, "iter": 100, "lr": 0.02446, "memory": 4082, "data_time": 0.19076, "top1_acc": 0.76812, "top5_acc": 0.97938, "loss_cls": 1.00936, "loss": 1.00936, "time": 0.40913}
+{"mode": "train", "epoch": 15, "iter": 200, "lr": 0.02445, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.76062, "top5_acc": 0.98625, "loss_cls": 0.95741, "loss": 0.95741, "time": 0.21665}
+{"mode": "train", "epoch": 15, "iter": 300, "lr": 0.02445, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.7575, "top5_acc": 0.97812, "loss_cls": 0.98809, "loss": 0.98809, "time": 0.21767}
+{"mode": "train", "epoch": 15, "iter": 400, "lr": 0.02444, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.79375, "top5_acc": 0.98625, "loss_cls": 0.91759, "loss": 0.91759, "time": 0.2162}
+{"mode": "train", "epoch": 15, "iter": 500, "lr": 0.02444, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.74875, "top5_acc": 0.97562, "loss_cls": 1.034, "loss": 1.034, "time": 0.21736}
+{"mode": "train", "epoch": 15, "iter": 600, "lr": 0.02443, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.78688, "top5_acc": 0.98438, "loss_cls": 0.87845, "loss": 0.87845, "time": 0.21705}
+{"mode": "train", "epoch": 15, "iter": 700, "lr": 0.02442, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.77938, "top5_acc": 0.98312, "loss_cls": 0.94162, "loss": 0.94162, "time": 0.2165}
+{"mode": "train", "epoch": 15, "iter": 800, "lr": 0.02442, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.74812, "top5_acc": 0.98188, "loss_cls": 1.02054, "loss": 1.02054, "time": 0.21813}
+{"mode": "train", "epoch": 15, "iter": 900, "lr": 0.02441, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.78, "top5_acc": 0.985, "loss_cls": 0.91542, "loss": 0.91542, "time": 0.21668}
+{"mode": "train", "epoch": 15, "iter": 1000, "lr": 0.02441, "memory": 4082, "data_time": 0.0005, "top1_acc": 0.77312, "top5_acc": 0.98625, "loss_cls": 0.9509, "loss": 0.9509, "time": 0.21997}
+{"mode": "train", "epoch": 15, "iter": 1100, "lr": 0.0244, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.77, "top5_acc": 0.98, "loss_cls": 0.93375, "loss": 0.93375, "time": 0.2185}
+{"mode": "train", "epoch": 15, "iter": 1200, "lr": 0.02439, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.78312, "top5_acc": 0.98625, "loss_cls": 0.928, "loss": 0.928, "time": 0.21772}
+{"mode": "val", "epoch": 15, "iter": 533, "lr": 0.02439, "top1_acc": 0.72421, "top5_acc": 0.9709, "mean_class_accuracy": 0.63719}
+{"mode": "train", "epoch": 16, "iter": 100, "lr": 0.02438, "memory": 4082, "data_time": 0.18925, "top1_acc": 0.78312, "top5_acc": 0.98375, "loss_cls": 0.93631, "loss": 0.93631, "time": 0.40769}
+{"mode": "train", "epoch": 16, "iter": 200, "lr": 0.02438, "memory": 4082, "data_time": 0.00023, "top1_acc": 0.7975, "top5_acc": 0.99188, "loss_cls": 0.86075, "loss": 0.86075, "time": 0.21681}
+{"mode": "train", "epoch": 16, "iter": 300, "lr": 0.02437, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.78375, "top5_acc": 0.98, "loss_cls": 0.94101, "loss": 0.94101, "time": 0.21853}
+{"mode": "train", "epoch": 16, "iter": 400, "lr": 0.02436, "memory": 4082, "data_time": 0.00022, "top1_acc": 0.78125, "top5_acc": 0.98562, "loss_cls": 0.91252, "loss": 0.91252, "time": 0.2155}
+{"mode": "train", "epoch": 16, "iter": 500, "lr": 0.02436, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.76938, "top5_acc": 0.98375, "loss_cls": 0.97929, "loss": 0.97929, "time": 0.21935}
+{"mode": "train", "epoch": 16, "iter": 600, "lr": 0.02435, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.77875, "top5_acc": 0.97938, "loss_cls": 0.93867, "loss": 0.93867, "time": 0.21488}
+{"mode": "train", "epoch": 16, "iter": 700, "lr": 0.02434, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.77938, "top5_acc": 0.98625, "loss_cls": 0.91841, "loss": 0.91841, "time": 0.21852}
+{"mode": "train", "epoch": 16, "iter": 800, "lr": 0.02434, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.75375, "top5_acc": 0.98688, "loss_cls": 1.00877, "loss": 1.00877, "time": 0.22008}
+{"mode": "train", "epoch": 16, "iter": 900, "lr": 0.02433, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.76688, "top5_acc": 0.98312, "loss_cls": 0.96337, "loss": 0.96337, "time": 0.21937}
+{"mode": "train", "epoch": 16, "iter": 1000, "lr": 0.02432, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.76, "top5_acc": 0.98312, "loss_cls": 0.98751, "loss": 0.98751, "time": 0.22288}
+{"mode": "train", "epoch": 16, "iter": 1100, "lr": 0.02432, "memory": 4082, "data_time": 0.00044, "top1_acc": 0.79062, "top5_acc": 0.98562, "loss_cls": 0.91148, "loss": 0.91148, "time": 0.22178}
+{"mode": "train", "epoch": 16, "iter": 1200, "lr": 0.02431, "memory": 4082, "data_time": 0.00033, "top1_acc": 0.76625, "top5_acc": 0.98312, "loss_cls": 0.942, "loss": 0.942, "time": 0.21983}
+{"mode": "val", "epoch": 16, "iter": 533, "lr": 0.0243, "top1_acc": 0.73125, "top5_acc": 0.97383, "mean_class_accuracy": 0.60776}
+{"mode": "train", "epoch": 17, "iter": 100, "lr": 0.0243, "memory": 4082, "data_time": 0.18887, "top1_acc": 0.80062, "top5_acc": 0.98875, "loss_cls": 0.85089, "loss": 0.85089, "time": 0.56145}
+{"mode": "train", "epoch": 17, "iter": 200, "lr": 0.02429, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.7825, "top5_acc": 0.9825, "loss_cls": 0.91634, "loss": 0.91634, "time": 0.41685}
+{"mode": "train", "epoch": 17, "iter": 300, "lr": 0.02428, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.79812, "top5_acc": 0.98312, "loss_cls": 0.86387, "loss": 0.86387, "time": 0.41858}
+{"mode": "train", "epoch": 17, "iter": 400, "lr": 0.02428, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.77938, "top5_acc": 0.98625, "loss_cls": 0.87744, "loss": 0.87744, "time": 0.41643}
+{"mode": "train", "epoch": 17, "iter": 500, "lr": 0.02427, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.77312, "top5_acc": 0.98375, "loss_cls": 0.94871, "loss": 0.94871, "time": 0.41891}
+{"mode": "train", "epoch": 17, "iter": 600, "lr": 0.02426, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.77375, "top5_acc": 0.98688, "loss_cls": 0.93204, "loss": 0.93204, "time": 0.41852}
+{"mode": "train", "epoch": 17, "iter": 700, "lr": 0.02426, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.76625, "top5_acc": 0.9875, "loss_cls": 0.96791, "loss": 0.96791, "time": 0.41574}
+{"mode": "train", "epoch": 17, "iter": 800, "lr": 0.02425, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.79188, "top5_acc": 0.97938, "loss_cls": 0.94207, "loss": 0.94207, "time": 0.42052}
+{"mode": "train", "epoch": 17, "iter": 900, "lr": 0.02424, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.77438, "top5_acc": 0.98562, "loss_cls": 0.90176, "loss": 0.90176, "time": 0.41782}
+{"mode": "train", "epoch": 17, "iter": 1000, "lr": 0.02424, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.76375, "top5_acc": 0.98125, "loss_cls": 0.97994, "loss": 0.97994, "time": 0.41804}
+{"mode": "train", "epoch": 17, "iter": 1100, "lr": 0.02423, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.78312, "top5_acc": 0.985, "loss_cls": 0.92144, "loss": 0.92144, "time": 0.41795}
+{"mode": "train", "epoch": 17, "iter": 1200, "lr": 0.02422, "memory": 4082, "data_time": 0.00054, "top1_acc": 0.7625, "top5_acc": 0.9825, "loss_cls": 0.95576, "loss": 0.95576, "time": 0.43024}
+{"mode": "val", "epoch": 17, "iter": 533, "lr": 0.02422, "top1_acc": 0.74123, "top5_acc": 0.97571, "mean_class_accuracy": 0.64718}
+{"mode": "train", "epoch": 18, "iter": 100, "lr": 0.02421, "memory": 4082, "data_time": 0.19121, "top1_acc": 0.79688, "top5_acc": 0.99125, "loss_cls": 0.83476, "loss": 0.83476, "time": 0.55513}
+{"mode": "train", "epoch": 18, "iter": 200, "lr": 0.0242, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.78812, "top5_acc": 0.98312, "loss_cls": 0.8765, "loss": 0.8765, "time": 0.42911}
+{"mode": "train", "epoch": 18, "iter": 300, "lr": 0.02419, "memory": 4082, "data_time": 0.0004, "top1_acc": 0.79625, "top5_acc": 0.98562, "loss_cls": 0.88322, "loss": 0.88322, "time": 0.41682}
+{"mode": "train", "epoch": 18, "iter": 400, "lr": 0.02419, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.78688, "top5_acc": 0.9875, "loss_cls": 0.87286, "loss": 0.87286, "time": 0.41687}
+{"mode": "train", "epoch": 18, "iter": 500, "lr": 0.02418, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.79938, "top5_acc": 0.98812, "loss_cls": 0.86769, "loss": 0.86769, "time": 0.41722}
+{"mode": "train", "epoch": 18, "iter": 600, "lr": 0.02417, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.76438, "top5_acc": 0.98625, "loss_cls": 0.92514, "loss": 0.92514, "time": 0.41683}
+{"mode": "train", "epoch": 18, "iter": 700, "lr": 0.02417, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.78688, "top5_acc": 0.9825, "loss_cls": 0.92617, "loss": 0.92617, "time": 0.41553}
+{"mode": "train", "epoch": 18, "iter": 800, "lr": 0.02416, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.80438, "top5_acc": 0.98438, "loss_cls": 0.88873, "loss": 0.88873, "time": 0.41605}
+{"mode": "train", "epoch": 18, "iter": 900, "lr": 0.02415, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.77875, "top5_acc": 0.9825, "loss_cls": 0.93923, "loss": 0.93923, "time": 0.41793}
+{"mode": "train", "epoch": 18, "iter": 1000, "lr": 0.02414, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.79562, "top5_acc": 0.98562, "loss_cls": 0.87272, "loss": 0.87272, "time": 0.41716}
+{"mode": "train", "epoch": 18, "iter": 1100, "lr": 0.02414, "memory": 4082, "data_time": 0.00044, "top1_acc": 0.78625, "top5_acc": 0.98375, "loss_cls": 0.91033, "loss": 0.91033, "time": 0.41809}
+{"mode": "train", "epoch": 18, "iter": 1200, "lr": 0.02413, "memory": 4082, "data_time": 0.00064, "top1_acc": 0.7825, "top5_acc": 0.98812, "loss_cls": 0.96929, "loss": 0.96929, "time": 0.41735}
+{"mode": "val", "epoch": 18, "iter": 533, "lr": 0.02412, "top1_acc": 0.72867, "top5_acc": 0.97418, "mean_class_accuracy": 0.63405}
+{"mode": "train", "epoch": 19, "iter": 100, "lr": 0.02411, "memory": 4082, "data_time": 0.19633, "top1_acc": 0.78812, "top5_acc": 0.99188, "loss_cls": 0.86408, "loss": 0.86408, "time": 0.55023}
+{"mode": "train", "epoch": 19, "iter": 200, "lr": 0.02411, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.78812, "top5_acc": 0.98812, "loss_cls": 0.86887, "loss": 0.86887, "time": 0.43648}
+{"mode": "train", "epoch": 19, "iter": 300, "lr": 0.0241, "memory": 4082, "data_time": 0.00047, "top1_acc": 0.7975, "top5_acc": 0.98438, "loss_cls": 0.86752, "loss": 0.86752, "time": 0.4166}
+{"mode": "train", "epoch": 19, "iter": 400, "lr": 0.02409, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.7975, "top5_acc": 0.985, "loss_cls": 0.88063, "loss": 0.88063, "time": 0.41722}
+{"mode": "train", "epoch": 19, "iter": 500, "lr": 0.02408, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.80188, "top5_acc": 0.98625, "loss_cls": 0.84322, "loss": 0.84322, "time": 0.41774}
+{"mode": "train", "epoch": 19, "iter": 600, "lr": 0.02408, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.80438, "top5_acc": 0.985, "loss_cls": 0.85077, "loss": 0.85077, "time": 0.41696}
+{"mode": "train", "epoch": 19, "iter": 700, "lr": 0.02407, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.78438, "top5_acc": 0.98312, "loss_cls": 0.92063, "loss": 0.92063, "time": 0.41878}
+{"mode": "train", "epoch": 19, "iter": 800, "lr": 0.02406, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.80125, "top5_acc": 0.9825, "loss_cls": 0.89034, "loss": 0.89034, "time": 0.41728}
+{"mode": "train", "epoch": 19, "iter": 900, "lr": 0.02405, "memory": 4082, "data_time": 0.00036, "top1_acc": 0.8, "top5_acc": 0.985, "loss_cls": 0.873, "loss": 0.873, "time": 0.41846}
+{"mode": "train", "epoch": 19, "iter": 1000, "lr": 0.02405, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.7875, "top5_acc": 0.99125, "loss_cls": 0.88158, "loss": 0.88158, "time": 0.41803}
+{"mode": "train", "epoch": 19, "iter": 1100, "lr": 0.02404, "memory": 4082, "data_time": 0.00062, "top1_acc": 0.80312, "top5_acc": 0.99, "loss_cls": 0.8453, "loss": 0.8453, "time": 0.41923}
+{"mode": "train", "epoch": 19, "iter": 1200, "lr": 0.02403, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.77875, "top5_acc": 0.98438, "loss_cls": 0.93503, "loss": 0.93503, "time": 0.41737}
+{"mode": "val", "epoch": 19, "iter": 533, "lr": 0.02402, "top1_acc": 0.75484, "top5_acc": 0.97571, "mean_class_accuracy": 0.6235}
+{"mode": "train", "epoch": 20, "iter": 100, "lr": 0.02402, "memory": 4082, "data_time": 0.19266, "top1_acc": 0.795, "top5_acc": 0.98812, "loss_cls": 0.8913, "loss": 0.8913, "time": 0.54416}
+{"mode": "train", "epoch": 20, "iter": 200, "lr": 0.02401, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.8025, "top5_acc": 0.98812, "loss_cls": 0.84834, "loss": 0.84834, "time": 0.41634}
+{"mode": "train", "epoch": 20, "iter": 300, "lr": 0.024, "memory": 4082, "data_time": 0.00044, "top1_acc": 0.80562, "top5_acc": 0.98938, "loss_cls": 0.85382, "loss": 0.85382, "time": 0.41748}
+{"mode": "train", "epoch": 20, "iter": 400, "lr": 0.02399, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.79125, "top5_acc": 0.98688, "loss_cls": 0.89028, "loss": 0.89028, "time": 0.42027}
+{"mode": "train", "epoch": 20, "iter": 500, "lr": 0.02398, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.80125, "top5_acc": 0.98875, "loss_cls": 0.8409, "loss": 0.8409, "time": 0.41775}
+{"mode": "train", "epoch": 20, "iter": 600, "lr": 0.02398, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.80312, "top5_acc": 0.98938, "loss_cls": 0.8552, "loss": 0.8552, "time": 0.42019}
+{"mode": "train", "epoch": 20, "iter": 700, "lr": 0.02397, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.80125, "top5_acc": 0.985, "loss_cls": 0.89336, "loss": 0.89336, "time": 0.41814}
+{"mode": "train", "epoch": 20, "iter": 800, "lr": 0.02396, "memory": 4082, "data_time": 0.00041, "top1_acc": 0.78438, "top5_acc": 0.98688, "loss_cls": 0.88397, "loss": 0.88397, "time": 0.41897}
+{"mode": "train", "epoch": 20, "iter": 900, "lr": 0.02395, "memory": 4082, "data_time": 0.00065, "top1_acc": 0.8, "top5_acc": 0.985, "loss_cls": 0.85442, "loss": 0.85442, "time": 0.41911}
+{"mode": "train", "epoch": 20, "iter": 1000, "lr": 0.02394, "memory": 4082, "data_time": 0.00035, "top1_acc": 0.79125, "top5_acc": 0.98438, "loss_cls": 0.87266, "loss": 0.87266, "time": 0.41831}
+{"mode": "train", "epoch": 20, "iter": 1100, "lr": 0.02393, "memory": 4082, "data_time": 0.00065, "top1_acc": 0.7925, "top5_acc": 0.985, "loss_cls": 0.87197, "loss": 0.87197, "time": 0.41804}
+{"mode": "train", "epoch": 20, "iter": 1200, "lr": 0.02393, "memory": 4082, "data_time": 0.00039, "top1_acc": 0.79312, "top5_acc": 0.98688, "loss_cls": 0.88672, "loss": 0.88672, "time": 0.41831}
+{"mode": "val", "epoch": 20, "iter": 533, "lr": 0.02392, "top1_acc": 0.74909, "top5_acc": 0.97993, "mean_class_accuracy": 0.64082}
+{"mode": "train", "epoch": 21, "iter": 100, "lr": 0.02391, "memory": 4082, "data_time": 0.19645, "top1_acc": 0.79125, "top5_acc": 0.985, "loss_cls": 0.86987, "loss": 0.86987, "time": 0.53375}
+{"mode": "train", "epoch": 21, "iter": 200, "lr": 0.0239, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.7975, "top5_acc": 0.99, "loss_cls": 0.81402, "loss": 0.81402, "time": 0.41505}
+{"mode": "train", "epoch": 21, "iter": 300, "lr": 0.02389, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.79812, "top5_acc": 0.99, "loss_cls": 0.86739, "loss": 0.86739, "time": 0.41887}
+{"mode": "train", "epoch": 21, "iter": 400, "lr": 0.02389, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.80562, "top5_acc": 0.99062, "loss_cls": 0.83363, "loss": 0.83363, "time": 0.41982}
+{"mode": "train", "epoch": 21, "iter": 500, "lr": 0.02388, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.8025, "top5_acc": 0.98812, "loss_cls": 0.88194, "loss": 0.88194, "time": 0.41904}
+{"mode": "train", "epoch": 21, "iter": 600, "lr": 0.02387, "memory": 4082, "data_time": 0.00032, "top1_acc": 0.80875, "top5_acc": 0.99, "loss_cls": 0.81911, "loss": 0.81911, "time": 0.41632}
+{"mode": "train", "epoch": 21, "iter": 700, "lr": 0.02386, "memory": 4082, "data_time": 0.00032, "top1_acc": 0.81688, "top5_acc": 0.98812, "loss_cls": 0.79461, "loss": 0.79461, "time": 0.41819}
+{"mode": "train", "epoch": 21, "iter": 800, "lr": 0.02385, "memory": 4082, "data_time": 0.00039, "top1_acc": 0.80125, "top5_acc": 0.98375, "loss_cls": 0.86127, "loss": 0.86127, "time": 0.41822}
+{"mode": "train", "epoch": 21, "iter": 900, "lr": 0.02384, "memory": 4082, "data_time": 0.00076, "top1_acc": 0.8, "top5_acc": 0.9875, "loss_cls": 0.88582, "loss": 0.88582, "time": 0.41941}
+{"mode": "train", "epoch": 21, "iter": 1000, "lr": 0.02383, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.80312, "top5_acc": 0.98812, "loss_cls": 0.82809, "loss": 0.82809, "time": 0.4183}
+{"mode": "train", "epoch": 21, "iter": 1100, "lr": 0.02383, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.805, "top5_acc": 0.9875, "loss_cls": 0.86273, "loss": 0.86273, "time": 0.43917}
+{"mode": "train", "epoch": 21, "iter": 1200, "lr": 0.02382, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.7875, "top5_acc": 0.98562, "loss_cls": 0.95227, "loss": 0.95227, "time": 0.43887}
+{"mode": "val", "epoch": 21, "iter": 533, "lr": 0.02381, "top1_acc": 0.74287, "top5_acc": 0.97817, "mean_class_accuracy": 0.64115}
+{"mode": "train", "epoch": 22, "iter": 100, "lr": 0.0238, "memory": 4082, "data_time": 0.19439, "top1_acc": 0.79375, "top5_acc": 0.9875, "loss_cls": 0.87062, "loss": 0.87062, "time": 0.53766}
+{"mode": "train", "epoch": 22, "iter": 200, "lr": 0.02379, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.81688, "top5_acc": 0.98875, "loss_cls": 0.79649, "loss": 0.79649, "time": 0.41717}
+{"mode": "train", "epoch": 22, "iter": 300, "lr": 0.02378, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.81875, "top5_acc": 0.98312, "loss_cls": 0.83365, "loss": 0.83365, "time": 0.41842}
+{"mode": "train", "epoch": 22, "iter": 400, "lr": 0.02378, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.805, "top5_acc": 0.98688, "loss_cls": 0.86257, "loss": 0.86257, "time": 0.41653}
+{"mode": "train", "epoch": 22, "iter": 500, "lr": 0.02377, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.82125, "top5_acc": 0.99062, "loss_cls": 0.81188, "loss": 0.81188, "time": 0.41904}
+{"mode": "train", "epoch": 22, "iter": 600, "lr": 0.02376, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.80875, "top5_acc": 0.985, "loss_cls": 0.82756, "loss": 0.82756, "time": 0.41632}
+{"mode": "train", "epoch": 22, "iter": 700, "lr": 0.02375, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.81375, "top5_acc": 0.98438, "loss_cls": 0.83741, "loss": 0.83741, "time": 0.41867}
+{"mode": "train", "epoch": 22, "iter": 800, "lr": 0.02374, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.79875, "top5_acc": 0.9875, "loss_cls": 0.8566, "loss": 0.8566, "time": 0.41854}
+{"mode": "train", "epoch": 22, "iter": 900, "lr": 0.02373, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.80375, "top5_acc": 0.98688, "loss_cls": 0.86312, "loss": 0.86312, "time": 0.41855}
+{"mode": "train", "epoch": 22, "iter": 1000, "lr": 0.02372, "memory": 4082, "data_time": 0.00071, "top1_acc": 0.81125, "top5_acc": 0.98812, "loss_cls": 0.81209, "loss": 0.81209, "time": 0.41815}
+{"mode": "train", "epoch": 22, "iter": 1100, "lr": 0.02371, "memory": 4082, "data_time": 0.00069, "top1_acc": 0.80438, "top5_acc": 0.98312, "loss_cls": 0.86962, "loss": 0.86962, "time": 0.42911}
+{"mode": "train", "epoch": 22, "iter": 1200, "lr": 0.0237, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.8, "top5_acc": 0.98875, "loss_cls": 0.87253, "loss": 0.87253, "time": 0.43921}
+{"mode": "val", "epoch": 22, "iter": 533, "lr": 0.0237, "top1_acc": 0.76212, "top5_acc": 0.97676, "mean_class_accuracy": 0.645}
+{"mode": "train", "epoch": 23, "iter": 100, "lr": 0.02369, "memory": 4082, "data_time": 0.19619, "top1_acc": 0.81375, "top5_acc": 0.9875, "loss_cls": 0.82636, "loss": 0.82636, "time": 0.52328}
+{"mode": "train", "epoch": 23, "iter": 200, "lr": 0.02368, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.80938, "top5_acc": 0.98625, "loss_cls": 0.78765, "loss": 0.78765, "time": 0.41772}
+{"mode": "train", "epoch": 23, "iter": 300, "lr": 0.02367, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.8175, "top5_acc": 0.98938, "loss_cls": 0.8081, "loss": 0.8081, "time": 0.425}
+{"mode": "train", "epoch": 23, "iter": 400, "lr": 0.02366, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.80062, "top5_acc": 0.98562, "loss_cls": 0.8554, "loss": 0.8554, "time": 0.41648}
+{"mode": "train", "epoch": 23, "iter": 500, "lr": 0.02365, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.79875, "top5_acc": 0.9875, "loss_cls": 0.84386, "loss": 0.84386, "time": 0.4171}
+{"mode": "train", "epoch": 23, "iter": 600, "lr": 0.02364, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.79438, "top5_acc": 0.99062, "loss_cls": 0.83964, "loss": 0.83964, "time": 0.41576}
+{"mode": "train", "epoch": 23, "iter": 700, "lr": 0.02363, "memory": 4082, "data_time": 0.00042, "top1_acc": 0.81188, "top5_acc": 0.98562, "loss_cls": 0.84754, "loss": 0.84754, "time": 0.41663}
+{"mode": "train", "epoch": 23, "iter": 800, "lr": 0.02362, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.81562, "top5_acc": 0.98625, "loss_cls": 0.82197, "loss": 0.82197, "time": 0.4177}
+{"mode": "train", "epoch": 23, "iter": 900, "lr": 0.02361, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.80688, "top5_acc": 0.98688, "loss_cls": 0.85374, "loss": 0.85374, "time": 0.42007}
+{"mode": "train", "epoch": 23, "iter": 1000, "lr": 0.0236, "memory": 4082, "data_time": 0.00038, "top1_acc": 0.81375, "top5_acc": 0.9875, "loss_cls": 0.80364, "loss": 0.80364, "time": 0.41869}
+{"mode": "train", "epoch": 23, "iter": 1100, "lr": 0.02359, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.80375, "top5_acc": 0.98438, "loss_cls": 0.84919, "loss": 0.84919, "time": 0.4178}
+{"mode": "train", "epoch": 23, "iter": 1200, "lr": 0.02359, "memory": 4082, "data_time": 0.00036, "top1_acc": 0.79812, "top5_acc": 0.9875, "loss_cls": 0.84472, "loss": 0.84472, "time": 0.41894}
+{"mode": "val", "epoch": 23, "iter": 533, "lr": 0.02358, "top1_acc": 0.7329, "top5_acc": 0.97019, "mean_class_accuracy": 0.63012}
+{"mode": "train", "epoch": 24, "iter": 100, "lr": 0.02357, "memory": 4082, "data_time": 0.19998, "top1_acc": 0.81812, "top5_acc": 0.98438, "loss_cls": 0.81373, "loss": 0.81373, "time": 0.5253}
+{"mode": "train", "epoch": 24, "iter": 200, "lr": 0.02356, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.80812, "top5_acc": 0.985, "loss_cls": 0.86513, "loss": 0.86513, "time": 0.41786}
+{"mode": "train", "epoch": 24, "iter": 300, "lr": 0.02355, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.82188, "top5_acc": 0.98812, "loss_cls": 0.77358, "loss": 0.77358, "time": 0.41668}
+{"mode": "train", "epoch": 24, "iter": 400, "lr": 0.02354, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.79812, "top5_acc": 0.9825, "loss_cls": 0.8365, "loss": 0.8365, "time": 0.41783}
+{"mode": "train", "epoch": 24, "iter": 500, "lr": 0.02353, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.81062, "top5_acc": 0.98688, "loss_cls": 0.82155, "loss": 0.82155, "time": 0.41837}
+{"mode": "train", "epoch": 24, "iter": 600, "lr": 0.02352, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.8225, "top5_acc": 0.9875, "loss_cls": 0.78587, "loss": 0.78587, "time": 0.41799}
+{"mode": "train", "epoch": 24, "iter": 700, "lr": 0.02351, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.80375, "top5_acc": 0.985, "loss_cls": 0.8448, "loss": 0.8448, "time": 0.41609}
+{"mode": "train", "epoch": 24, "iter": 800, "lr": 0.0235, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.81875, "top5_acc": 0.98938, "loss_cls": 0.82473, "loss": 0.82473, "time": 0.41688}
+{"mode": "train", "epoch": 24, "iter": 900, "lr": 0.02349, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.8125, "top5_acc": 0.99188, "loss_cls": 0.78583, "loss": 0.78583, "time": 0.41698}
+{"mode": "train", "epoch": 24, "iter": 1000, "lr": 0.02348, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.80875, "top5_acc": 0.99, "loss_cls": 0.81737, "loss": 0.81737, "time": 0.41883}
+{"mode": "train", "epoch": 24, "iter": 1100, "lr": 0.02347, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.82938, "top5_acc": 0.9925, "loss_cls": 0.75465, "loss": 0.75465, "time": 0.41893}
+{"mode": "train", "epoch": 24, "iter": 1200, "lr": 0.02346, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.81125, "top5_acc": 0.98938, "loss_cls": 0.86864, "loss": 0.86864, "time": 0.41709}
+{"mode": "val", "epoch": 24, "iter": 533, "lr": 0.02345, "top1_acc": 0.75308, "top5_acc": 0.97946, "mean_class_accuracy": 0.66259}
+{"mode": "train", "epoch": 25, "iter": 100, "lr": 0.02344, "memory": 4082, "data_time": 0.20053, "top1_acc": 0.79875, "top5_acc": 0.9925, "loss_cls": 0.80086, "loss": 0.80086, "time": 0.51985}
+{"mode": "train", "epoch": 25, "iter": 200, "lr": 0.02343, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.82125, "top5_acc": 0.99125, "loss_cls": 0.75142, "loss": 0.75142, "time": 0.41753}
+{"mode": "train", "epoch": 25, "iter": 300, "lr": 0.02342, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.82188, "top5_acc": 0.99062, "loss_cls": 0.73182, "loss": 0.73182, "time": 0.41706}
+{"mode": "train", "epoch": 25, "iter": 400, "lr": 0.02341, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.8075, "top5_acc": 0.98688, "loss_cls": 0.79396, "loss": 0.79396, "time": 0.41743}
+{"mode": "train", "epoch": 25, "iter": 500, "lr": 0.0234, "memory": 4082, "data_time": 0.00051, "top1_acc": 0.81312, "top5_acc": 0.99125, "loss_cls": 0.78859, "loss": 0.78859, "time": 0.41619}
+{"mode": "train", "epoch": 25, "iter": 600, "lr": 0.02339, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.83625, "top5_acc": 0.99062, "loss_cls": 0.74567, "loss": 0.74567, "time": 0.41583}
+{"mode": "train", "epoch": 25, "iter": 700, "lr": 0.02338, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.81562, "top5_acc": 0.9875, "loss_cls": 0.78439, "loss": 0.78439, "time": 0.41606}
+{"mode": "train", "epoch": 25, "iter": 800, "lr": 0.02337, "memory": 4082, "data_time": 0.00051, "top1_acc": 0.79875, "top5_acc": 0.98438, "loss_cls": 0.86584, "loss": 0.86584, "time": 0.41932}
+{"mode": "train", "epoch": 25, "iter": 900, "lr": 0.02336, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.81375, "top5_acc": 0.98812, "loss_cls": 0.82483, "loss": 0.82483, "time": 0.41648}
+{"mode": "train", "epoch": 25, "iter": 1000, "lr": 0.02335, "memory": 4082, "data_time": 0.0004, "top1_acc": 0.81062, "top5_acc": 0.98188, "loss_cls": 0.84118, "loss": 0.84118, "time": 0.41661}
+{"mode": "train", "epoch": 25, "iter": 1100, "lr": 0.02334, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.81062, "top5_acc": 0.9875, "loss_cls": 0.82219, "loss": 0.82219, "time": 0.41717}
+{"mode": "train", "epoch": 25, "iter": 1200, "lr": 0.02333, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.80938, "top5_acc": 0.98688, "loss_cls": 0.84845, "loss": 0.84845, "time": 0.41844}
+{"mode": "val", "epoch": 25, "iter": 533, "lr": 0.02333, "top1_acc": 0.77409, "top5_acc": 0.98369, "mean_class_accuracy": 0.66177}
+{"mode": "train", "epoch": 26, "iter": 100, "lr": 0.02332, "memory": 4082, "data_time": 0.19521, "top1_acc": 0.825, "top5_acc": 0.99062, "loss_cls": 0.73787, "loss": 0.73787, "time": 0.51964}
+{"mode": "train", "epoch": 26, "iter": 200, "lr": 0.0233, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.83, "top5_acc": 0.99125, "loss_cls": 0.74541, "loss": 0.74541, "time": 0.42605}
+{"mode": "train", "epoch": 26, "iter": 300, "lr": 0.02329, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.84188, "top5_acc": 0.98875, "loss_cls": 0.73279, "loss": 0.73279, "time": 0.41671}
+{"mode": "train", "epoch": 26, "iter": 400, "lr": 0.02328, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.82875, "top5_acc": 0.99125, "loss_cls": 0.78523, "loss": 0.78523, "time": 0.41624}
+{"mode": "train", "epoch": 26, "iter": 500, "lr": 0.02327, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.81625, "top5_acc": 0.99125, "loss_cls": 0.79522, "loss": 0.79522, "time": 0.41663}
+{"mode": "train", "epoch": 26, "iter": 600, "lr": 0.02326, "memory": 4082, "data_time": 0.00057, "top1_acc": 0.79438, "top5_acc": 0.985, "loss_cls": 0.85537, "loss": 0.85537, "time": 0.41824}
+{"mode": "train", "epoch": 26, "iter": 700, "lr": 0.02325, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.82875, "top5_acc": 0.99312, "loss_cls": 0.75383, "loss": 0.75383, "time": 0.41747}
+{"mode": "train", "epoch": 26, "iter": 800, "lr": 0.02324, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.8025, "top5_acc": 0.99125, "loss_cls": 0.82574, "loss": 0.82574, "time": 0.41696}
+{"mode": "train", "epoch": 26, "iter": 900, "lr": 0.02323, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.79375, "top5_acc": 0.985, "loss_cls": 0.88654, "loss": 0.88654, "time": 0.41676}
+{"mode": "train", "epoch": 26, "iter": 1000, "lr": 0.02322, "memory": 4082, "data_time": 0.00048, "top1_acc": 0.815, "top5_acc": 0.99438, "loss_cls": 0.76083, "loss": 0.76083, "time": 0.41849}
+{"mode": "train", "epoch": 26, "iter": 1100, "lr": 0.02321, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.81812, "top5_acc": 0.9875, "loss_cls": 0.77509, "loss": 0.77509, "time": 0.41828}
+{"mode": "train", "epoch": 26, "iter": 1200, "lr": 0.0232, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.8175, "top5_acc": 0.9925, "loss_cls": 0.78238, "loss": 0.78238, "time": 0.41692}
+{"mode": "val", "epoch": 26, "iter": 533, "lr": 0.02319, "top1_acc": 0.79063, "top5_acc": 0.98498, "mean_class_accuracy": 0.70035}
+{"mode": "train", "epoch": 27, "iter": 100, "lr": 0.02318, "memory": 4082, "data_time": 0.19784, "top1_acc": 0.81812, "top5_acc": 0.99, "loss_cls": 0.77182, "loss": 0.77182, "time": 0.51767}
+{"mode": "train", "epoch": 27, "iter": 200, "lr": 0.02317, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.85062, "top5_acc": 0.99062, "loss_cls": 0.70005, "loss": 0.70005, "time": 0.43038}
+{"mode": "train", "epoch": 27, "iter": 300, "lr": 0.02316, "memory": 4082, "data_time": 0.00039, "top1_acc": 0.82438, "top5_acc": 0.99375, "loss_cls": 0.76852, "loss": 0.76852, "time": 0.41493}
+{"mode": "train", "epoch": 27, "iter": 400, "lr": 0.02315, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.8175, "top5_acc": 0.98812, "loss_cls": 0.79206, "loss": 0.79206, "time": 0.41691}
+{"mode": "train", "epoch": 27, "iter": 500, "lr": 0.02314, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.8325, "top5_acc": 0.99062, "loss_cls": 0.71975, "loss": 0.71975, "time": 0.41637}
+{"mode": "train", "epoch": 27, "iter": 600, "lr": 0.02313, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.82062, "top5_acc": 0.99125, "loss_cls": 0.75819, "loss": 0.75819, "time": 0.4193}
+{"mode": "train", "epoch": 27, "iter": 700, "lr": 0.02312, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.82125, "top5_acc": 0.98938, "loss_cls": 0.77222, "loss": 0.77222, "time": 0.41657}
+{"mode": "train", "epoch": 27, "iter": 800, "lr": 0.02311, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.8275, "top5_acc": 0.99375, "loss_cls": 0.76841, "loss": 0.76841, "time": 0.41782}
+{"mode": "train", "epoch": 27, "iter": 900, "lr": 0.0231, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.795, "top5_acc": 0.98875, "loss_cls": 0.839, "loss": 0.839, "time": 0.4175}
+{"mode": "train", "epoch": 27, "iter": 1000, "lr": 0.02308, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.82375, "top5_acc": 0.99062, "loss_cls": 0.81042, "loss": 0.81042, "time": 0.41771}
+{"mode": "train", "epoch": 27, "iter": 1100, "lr": 0.02307, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.82688, "top5_acc": 0.99, "loss_cls": 0.75077, "loss": 0.75077, "time": 0.41618}
+{"mode": "train", "epoch": 27, "iter": 1200, "lr": 0.02306, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.80938, "top5_acc": 0.99062, "loss_cls": 0.78131, "loss": 0.78131, "time": 0.41786}
+{"mode": "val", "epoch": 27, "iter": 533, "lr": 0.02305, "top1_acc": 0.76141, "top5_acc": 0.97559, "mean_class_accuracy": 0.67811}
+{"mode": "train", "epoch": 28, "iter": 100, "lr": 0.02304, "memory": 4082, "data_time": 0.19065, "top1_acc": 0.84, "top5_acc": 0.99438, "loss_cls": 0.73641, "loss": 0.73641, "time": 0.50154}
+{"mode": "train", "epoch": 28, "iter": 200, "lr": 0.02303, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.82188, "top5_acc": 0.99062, "loss_cls": 0.77253, "loss": 0.77253, "time": 0.4394}
+{"mode": "train", "epoch": 28, "iter": 300, "lr": 0.02302, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.82188, "top5_acc": 0.98938, "loss_cls": 0.75411, "loss": 0.75411, "time": 0.42346}
+{"mode": "train", "epoch": 28, "iter": 400, "lr": 0.02301, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.82875, "top5_acc": 0.99188, "loss_cls": 0.73454, "loss": 0.73454, "time": 0.41566}
+{"mode": "train", "epoch": 28, "iter": 500, "lr": 0.023, "memory": 4082, "data_time": 0.00024, "top1_acc": 0.80812, "top5_acc": 0.98875, "loss_cls": 0.81415, "loss": 0.81415, "time": 0.41665}
+{"mode": "train", "epoch": 28, "iter": 600, "lr": 0.02299, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.805, "top5_acc": 0.99188, "loss_cls": 0.80574, "loss": 0.80574, "time": 0.4178}
+{"mode": "train", "epoch": 28, "iter": 700, "lr": 0.02298, "memory": 4082, "data_time": 0.00036, "top1_acc": 0.82375, "top5_acc": 0.98875, "loss_cls": 0.78092, "loss": 0.78092, "time": 0.43023}
+{"mode": "train", "epoch": 28, "iter": 800, "lr": 0.02297, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.82938, "top5_acc": 0.99438, "loss_cls": 0.72605, "loss": 0.72605, "time": 0.43244}
+{"mode": "train", "epoch": 28, "iter": 900, "lr": 0.02295, "memory": 4082, "data_time": 0.00038, "top1_acc": 0.83312, "top5_acc": 0.98938, "loss_cls": 0.75781, "loss": 0.75781, "time": 0.41605}
+{"mode": "train", "epoch": 28, "iter": 1000, "lr": 0.02294, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.825, "top5_acc": 0.98875, "loss_cls": 0.80672, "loss": 0.80672, "time": 0.41804}
+{"mode": "train", "epoch": 28, "iter": 1100, "lr": 0.02293, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.82562, "top5_acc": 0.98812, "loss_cls": 0.74473, "loss": 0.74473, "time": 0.41936}
+{"mode": "train", "epoch": 28, "iter": 1200, "lr": 0.02292, "memory": 4082, "data_time": 0.00054, "top1_acc": 0.81188, "top5_acc": 0.98938, "loss_cls": 0.79568, "loss": 0.79568, "time": 0.41606}
+{"mode": "val", "epoch": 28, "iter": 533, "lr": 0.02291, "top1_acc": 0.76106, "top5_acc": 0.97582, "mean_class_accuracy": 0.66597}
+{"mode": "train", "epoch": 29, "iter": 100, "lr": 0.0229, "memory": 4082, "data_time": 0.1958, "top1_acc": 0.825, "top5_acc": 0.9925, "loss_cls": 0.74495, "loss": 0.74495, "time": 0.50298}
+{"mode": "train", "epoch": 29, "iter": 200, "lr": 0.02289, "memory": 4082, "data_time": 0.00029, "top1_acc": 0.84688, "top5_acc": 0.99125, "loss_cls": 0.7012, "loss": 0.7012, "time": 0.43856}
+{"mode": "train", "epoch": 29, "iter": 300, "lr": 0.02288, "memory": 4082, "data_time": 0.00034, "top1_acc": 0.82875, "top5_acc": 0.9875, "loss_cls": 0.75951, "loss": 0.75951, "time": 0.43694}
+{"mode": "train", "epoch": 29, "iter": 400, "lr": 0.02287, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.82688, "top5_acc": 0.98812, "loss_cls": 0.75748, "loss": 0.75748, "time": 0.43692}
+{"mode": "train", "epoch": 29, "iter": 500, "lr": 0.02285, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.83375, "top5_acc": 0.99188, "loss_cls": 0.71306, "loss": 0.71306, "time": 0.43284}
+{"mode": "train", "epoch": 29, "iter": 600, "lr": 0.02284, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.82625, "top5_acc": 0.9875, "loss_cls": 0.78626, "loss": 0.78626, "time": 0.43829}
+{"mode": "train", "epoch": 29, "iter": 700, "lr": 0.02283, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.8375, "top5_acc": 0.99062, "loss_cls": 0.73288, "loss": 0.73288, "time": 0.43425}
+{"mode": "train", "epoch": 29, "iter": 800, "lr": 0.02282, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.81688, "top5_acc": 0.98812, "loss_cls": 0.78673, "loss": 0.78673, "time": 0.43645}
+{"mode": "train", "epoch": 29, "iter": 900, "lr": 0.02281, "memory": 4082, "data_time": 0.00028, "top1_acc": 0.82812, "top5_acc": 0.99125, "loss_cls": 0.75642, "loss": 0.75642, "time": 0.41645}
+{"mode": "train", "epoch": 29, "iter": 1000, "lr": 0.0228, "memory": 4082, "data_time": 0.00039, "top1_acc": 0.81688, "top5_acc": 0.99188, "loss_cls": 0.77458, "loss": 0.77458, "time": 0.41544}
+{"mode": "train", "epoch": 29, "iter": 1100, "lr": 0.02279, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.8, "top5_acc": 0.985, "loss_cls": 0.84581, "loss": 0.84581, "time": 0.41863}
+{"mode": "train", "epoch": 29, "iter": 1200, "lr": 0.02277, "memory": 4082, "data_time": 0.0004, "top1_acc": 0.83938, "top5_acc": 0.98938, "loss_cls": 0.72076, "loss": 0.72076, "time": 0.4172}
+{"mode": "val", "epoch": 29, "iter": 533, "lr": 0.02276, "top1_acc": 0.75191, "top5_acc": 0.977, "mean_class_accuracy": 0.66959}
+{"mode": "train", "epoch": 30, "iter": 100, "lr": 0.02275, "memory": 4082, "data_time": 0.19188, "top1_acc": 0.84, "top5_acc": 0.98938, "loss_cls": 0.70237, "loss": 0.70237, "time": 0.52015}
+{"mode": "train", "epoch": 30, "iter": 200, "lr": 0.02274, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.845, "top5_acc": 0.995, "loss_cls": 0.70819, "loss": 0.70819, "time": 0.51494}
+{"mode": "train", "epoch": 30, "iter": 300, "lr": 0.02273, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.83875, "top5_acc": 0.995, "loss_cls": 0.70713, "loss": 0.70713, "time": 0.52545}
+{"mode": "train", "epoch": 30, "iter": 400, "lr": 0.02272, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.83938, "top5_acc": 0.995, "loss_cls": 0.72067, "loss": 0.72067, "time": 0.51625}
+{"mode": "train", "epoch": 30, "iter": 500, "lr": 0.02271, "memory": 4082, "data_time": 0.0003, "top1_acc": 0.83375, "top5_acc": 0.98625, "loss_cls": 0.73533, "loss": 0.73533, "time": 0.51915}
+{"mode": "train", "epoch": 30, "iter": 600, "lr": 0.02269, "memory": 4082, "data_time": 0.00025, "top1_acc": 0.8275, "top5_acc": 0.99438, "loss_cls": 0.76663, "loss": 0.76663, "time": 0.50903}
+{"mode": "train", "epoch": 30, "iter": 700, "lr": 0.02268, "memory": 4082, "data_time": 0.00026, "top1_acc": 0.83562, "top5_acc": 0.99, "loss_cls": 0.72686, "loss": 0.72686, "time": 0.50818}
+{"mode": "train", "epoch": 30, "iter": 800, "lr": 0.02267, "memory": 4082, "data_time": 0.00033, "top1_acc": 0.82875, "top5_acc": 0.99, "loss_cls": 0.7255, "loss": 0.7255, "time": 0.51565}
+{"mode": "train", "epoch": 30, "iter": 900, "lr": 0.02266, "memory": 4082, "data_time": 0.00031, "top1_acc": 0.82375, "top5_acc": 0.9925, "loss_cls": 0.7375, "loss": 0.7375, "time": 0.51128}
+{"mode": "train", "epoch": 30, "iter": 1000, "lr": 0.02265, "memory": 4082, "data_time": 0.00027, "top1_acc": 0.81688, "top5_acc": 0.99125, "loss_cls": 0.81082, "loss": 0.81082, "time": 0.51047}
+{"mode": "train", "epoch": 30, "iter": 1100, "lr": 0.02263, "memory": 4082, "data_time": 0.00047, "top1_acc": 0.83875, "top5_acc": 0.9875, "loss_cls": 0.72222, "loss": 0.72222, "time": 0.30883}
+{"mode": "train", "epoch": 30, "iter": 1200, "lr": 0.02262, "memory": 4082, "data_time": 0.00033, "top1_acc": 0.80062, "top5_acc": 0.9875, "loss_cls": 0.83224, "loss": 0.83224, "time": 0.51228}
+{"mode": "val", "epoch": 30, "iter": 533, "lr": 0.02261, "top1_acc": 0.78066, "top5_acc": 0.98099, "mean_class_accuracy": 0.66116}
+{"mode": "train", "epoch": 31, "iter": 100, "lr": 0.0226, "memory": 4083, "data_time": 0.19784, "top1_acc": 0.8375, "top5_acc": 0.99125, "loss_cls": 0.89568, "loss": 0.89568, "time": 0.91699}
+{"mode": "train", "epoch": 31, "iter": 200, "lr": 0.02259, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.82562, "top5_acc": 0.99125, "loss_cls": 0.87496, "loss": 0.87496, "time": 0.53958}
+{"mode": "train", "epoch": 31, "iter": 300, "lr": 0.02258, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.835, "top5_acc": 0.99312, "loss_cls": 0.86356, "loss": 0.86356, "time": 0.52772}
+{"mode": "train", "epoch": 31, "iter": 400, "lr": 0.02256, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.82875, "top5_acc": 0.98812, "loss_cls": 0.907, "loss": 0.907, "time": 0.53257}
+{"mode": "train", "epoch": 31, "iter": 500, "lr": 0.02255, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.83312, "top5_acc": 0.99125, "loss_cls": 0.89915, "loss": 0.89915, "time": 0.53403}
+{"mode": "train", "epoch": 31, "iter": 600, "lr": 0.02254, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.84375, "top5_acc": 0.99188, "loss_cls": 0.89102, "loss": 0.89102, "time": 0.54423}
+{"mode": "train", "epoch": 31, "iter": 700, "lr": 0.02253, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.83188, "top5_acc": 0.99, "loss_cls": 0.88946, "loss": 0.88946, "time": 0.29508}
+{"mode": "train", "epoch": 31, "iter": 800, "lr": 0.02252, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.82625, "top5_acc": 0.99125, "loss_cls": 0.89803, "loss": 0.89803, "time": 0.51207}
+{"mode": "train", "epoch": 31, "iter": 900, "lr": 0.0225, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.8425, "top5_acc": 0.99438, "loss_cls": 0.83898, "loss": 0.83898, "time": 0.37548}
+{"mode": "train", "epoch": 31, "iter": 1000, "lr": 0.02249, "memory": 4083, "data_time": 0.00049, "top1_acc": 0.83875, "top5_acc": 0.995, "loss_cls": 0.84351, "loss": 0.84351, "time": 0.53557}
+{"mode": "train", "epoch": 31, "iter": 1100, "lr": 0.02248, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.82938, "top5_acc": 0.98875, "loss_cls": 0.94963, "loss": 0.94963, "time": 0.53357}
+{"mode": "train", "epoch": 31, "iter": 1200, "lr": 0.02247, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.8325, "top5_acc": 0.99125, "loss_cls": 0.89071, "loss": 0.89071, "time": 0.53103}
+{"mode": "val", "epoch": 31, "iter": 533, "lr": 0.02246, "top1_acc": 0.77315, "top5_acc": 0.98111, "mean_class_accuracy": 0.69707}
+{"mode": "train", "epoch": 32, "iter": 100, "lr": 0.02244, "memory": 4083, "data_time": 0.19852, "top1_acc": 0.845, "top5_acc": 0.9925, "loss_cls": 0.79219, "loss": 0.79219, "time": 0.89185}
+{"mode": "train", "epoch": 32, "iter": 200, "lr": 0.02243, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.81938, "top5_acc": 0.99125, "loss_cls": 0.85183, "loss": 0.85183, "time": 0.53738}
+{"mode": "train", "epoch": 32, "iter": 300, "lr": 0.02242, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.82625, "top5_acc": 0.99125, "loss_cls": 0.83263, "loss": 0.83263, "time": 0.29643}
+{"mode": "train", "epoch": 32, "iter": 400, "lr": 0.02241, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.82625, "top5_acc": 0.99062, "loss_cls": 0.86265, "loss": 0.86265, "time": 0.51137}
+{"mode": "train", "epoch": 32, "iter": 500, "lr": 0.02239, "memory": 4083, "data_time": 0.00078, "top1_acc": 0.84062, "top5_acc": 0.99188, "loss_cls": 0.77961, "loss": 0.77961, "time": 0.38764}
+{"mode": "train", "epoch": 32, "iter": 600, "lr": 0.02238, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.80562, "top5_acc": 0.98875, "loss_cls": 0.91663, "loss": 0.91663, "time": 0.53011}
+{"mode": "train", "epoch": 32, "iter": 700, "lr": 0.02237, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.83812, "top5_acc": 0.99125, "loss_cls": 0.82497, "loss": 0.82497, "time": 0.53462}
+{"mode": "train", "epoch": 32, "iter": 800, "lr": 0.02236, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.8325, "top5_acc": 0.99125, "loss_cls": 0.79124, "loss": 0.79124, "time": 0.52131}
+{"mode": "train", "epoch": 32, "iter": 900, "lr": 0.02234, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.815, "top5_acc": 0.98938, "loss_cls": 0.89407, "loss": 0.89407, "time": 0.52764}
+{"mode": "train", "epoch": 32, "iter": 1000, "lr": 0.02233, "memory": 4083, "data_time": 0.00058, "top1_acc": 0.84312, "top5_acc": 0.99375, "loss_cls": 0.80038, "loss": 0.80038, "time": 0.52483}
+{"mode": "train", "epoch": 32, "iter": 1100, "lr": 0.02232, "memory": 4083, "data_time": 0.0006, "top1_acc": 0.83062, "top5_acc": 0.99312, "loss_cls": 0.80453, "loss": 0.80453, "time": 0.54478}
+{"mode": "train", "epoch": 32, "iter": 1200, "lr": 0.02231, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.83188, "top5_acc": 0.99188, "loss_cls": 0.85249, "loss": 0.85249, "time": 0.54509}
+{"mode": "val", "epoch": 32, "iter": 533, "lr": 0.0223, "top1_acc": 0.79087, "top5_acc": 0.98052, "mean_class_accuracy": 0.69579}
+{"mode": "train", "epoch": 33, "iter": 100, "lr": 0.02228, "memory": 4083, "data_time": 0.1902, "top1_acc": 0.83938, "top5_acc": 0.99312, "loss_cls": 0.76603, "loss": 0.76603, "time": 0.52578}
+{"mode": "train", "epoch": 33, "iter": 200, "lr": 0.02227, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.8425, "top5_acc": 0.995, "loss_cls": 0.75036, "loss": 0.75036, "time": 0.52433}
+{"mode": "train", "epoch": 33, "iter": 300, "lr": 0.02226, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.83688, "top5_acc": 0.99125, "loss_cls": 0.77973, "loss": 0.77973, "time": 0.54292}
+{"mode": "train", "epoch": 33, "iter": 400, "lr": 0.02225, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.84312, "top5_acc": 0.99188, "loss_cls": 0.77285, "loss": 0.77285, "time": 0.54778}
+{"mode": "train", "epoch": 33, "iter": 500, "lr": 0.02223, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.82312, "top5_acc": 0.99188, "loss_cls": 0.84165, "loss": 0.84165, "time": 0.54002}
+{"mode": "train", "epoch": 33, "iter": 600, "lr": 0.02222, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.82062, "top5_acc": 0.99, "loss_cls": 0.8222, "loss": 0.8222, "time": 0.52724}
+{"mode": "train", "epoch": 33, "iter": 700, "lr": 0.02221, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.835, "top5_acc": 0.98812, "loss_cls": 0.78346, "loss": 0.78346, "time": 0.5363}
+{"mode": "train", "epoch": 33, "iter": 800, "lr": 0.02219, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.82438, "top5_acc": 0.99562, "loss_cls": 0.82869, "loss": 0.82869, "time": 0.54016}
+{"mode": "train", "epoch": 33, "iter": 900, "lr": 0.02218, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.84875, "top5_acc": 0.98688, "loss_cls": 0.75368, "loss": 0.75368, "time": 0.53524}
+{"mode": "train", "epoch": 33, "iter": 1000, "lr": 0.02217, "memory": 4083, "data_time": 0.00052, "top1_acc": 0.83312, "top5_acc": 0.99125, "loss_cls": 0.79733, "loss": 0.79733, "time": 0.49693}
+{"mode": "train", "epoch": 33, "iter": 1100, "lr": 0.02216, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.81562, "top5_acc": 0.99188, "loss_cls": 0.84645, "loss": 0.84645, "time": 0.3908}
+{"mode": "train", "epoch": 33, "iter": 1200, "lr": 0.02214, "memory": 4083, "data_time": 0.00068, "top1_acc": 0.82875, "top5_acc": 0.99312, "loss_cls": 0.79696, "loss": 0.79696, "time": 0.34745}
+{"mode": "val", "epoch": 33, "iter": 533, "lr": 0.02213, "top1_acc": 0.78031, "top5_acc": 0.98111, "mean_class_accuracy": 0.68745}
+{"mode": "train", "epoch": 34, "iter": 100, "lr": 0.02212, "memory": 4083, "data_time": 0.19607, "top1_acc": 0.84, "top5_acc": 0.99125, "loss_cls": 0.77317, "loss": 0.77317, "time": 0.87071}
+{"mode": "train", "epoch": 34, "iter": 200, "lr": 0.02211, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.83062, "top5_acc": 0.99312, "loss_cls": 0.80034, "loss": 0.80034, "time": 0.54345}
+{"mode": "train", "epoch": 34, "iter": 300, "lr": 0.02209, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.84938, "top5_acc": 0.99438, "loss_cls": 0.73255, "loss": 0.73255, "time": 0.53133}
+{"mode": "train", "epoch": 34, "iter": 400, "lr": 0.02208, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8475, "top5_acc": 0.99562, "loss_cls": 0.74739, "loss": 0.74739, "time": 0.54157}
+{"mode": "train", "epoch": 34, "iter": 500, "lr": 0.02207, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.84438, "top5_acc": 0.99188, "loss_cls": 0.7795, "loss": 0.7795, "time": 0.53072}
+{"mode": "train", "epoch": 34, "iter": 600, "lr": 0.02205, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.84125, "top5_acc": 0.99312, "loss_cls": 0.77268, "loss": 0.77268, "time": 0.49735}
+{"mode": "train", "epoch": 34, "iter": 700, "lr": 0.02204, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.84625, "top5_acc": 0.9875, "loss_cls": 0.75228, "loss": 0.75228, "time": 0.38361}
+{"mode": "train", "epoch": 34, "iter": 800, "lr": 0.02203, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.83312, "top5_acc": 0.99188, "loss_cls": 0.76859, "loss": 0.76859, "time": 0.35784}
+{"mode": "train", "epoch": 34, "iter": 900, "lr": 0.02201, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.8475, "top5_acc": 0.99312, "loss_cls": 0.72889, "loss": 0.72889, "time": 0.47458}
+{"mode": "train", "epoch": 34, "iter": 1000, "lr": 0.022, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.81438, "top5_acc": 0.99375, "loss_cls": 0.86067, "loss": 0.86067, "time": 0.53671}
+{"mode": "train", "epoch": 34, "iter": 1100, "lr": 0.02199, "memory": 4083, "data_time": 0.00056, "top1_acc": 0.81125, "top5_acc": 0.99, "loss_cls": 0.83584, "loss": 0.83584, "time": 0.53788}
+{"mode": "train", "epoch": 34, "iter": 1200, "lr": 0.02197, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8425, "top5_acc": 0.9925, "loss_cls": 0.78533, "loss": 0.78533, "time": 0.53315}
+{"mode": "val", "epoch": 34, "iter": 533, "lr": 0.02196, "top1_acc": 0.78265, "top5_acc": 0.98521, "mean_class_accuracy": 0.70812}
+{"mode": "train", "epoch": 35, "iter": 100, "lr": 0.02195, "memory": 4083, "data_time": 0.19436, "top1_acc": 0.83688, "top5_acc": 0.98938, "loss_cls": 0.79336, "loss": 0.79336, "time": 0.876}
+{"mode": "train", "epoch": 35, "iter": 200, "lr": 0.02194, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.84188, "top5_acc": 0.99625, "loss_cls": 0.74755, "loss": 0.74755, "time": 0.52457}
+{"mode": "train", "epoch": 35, "iter": 300, "lr": 0.02192, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.84938, "top5_acc": 0.99062, "loss_cls": 0.73006, "loss": 0.73006, "time": 0.34779}
+{"mode": "train", "epoch": 35, "iter": 400, "lr": 0.02191, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.8225, "top5_acc": 0.98625, "loss_cls": 0.85529, "loss": 0.85529, "time": 0.39021}
+{"mode": "train", "epoch": 35, "iter": 500, "lr": 0.0219, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.8425, "top5_acc": 0.9925, "loss_cls": 0.77412, "loss": 0.77412, "time": 0.45223}
+{"mode": "train", "epoch": 35, "iter": 600, "lr": 0.02188, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.84625, "top5_acc": 0.99375, "loss_cls": 0.71779, "loss": 0.71779, "time": 0.53388}
+{"mode": "train", "epoch": 35, "iter": 700, "lr": 0.02187, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.845, "top5_acc": 0.99125, "loss_cls": 0.74134, "loss": 0.74134, "time": 0.53516}
+{"mode": "train", "epoch": 35, "iter": 800, "lr": 0.02185, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.83188, "top5_acc": 0.98938, "loss_cls": 0.78546, "loss": 0.78546, "time": 0.54302}
+{"mode": "train", "epoch": 35, "iter": 900, "lr": 0.02184, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.84125, "top5_acc": 0.99375, "loss_cls": 0.78577, "loss": 0.78577, "time": 0.53836}
+{"mode": "train", "epoch": 35, "iter": 1000, "lr": 0.02183, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.83938, "top5_acc": 0.99062, "loss_cls": 0.75778, "loss": 0.75778, "time": 0.5381}
+{"mode": "train", "epoch": 35, "iter": 1100, "lr": 0.02181, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.8475, "top5_acc": 0.99125, "loss_cls": 0.74115, "loss": 0.74115, "time": 0.52901}
+{"mode": "train", "epoch": 35, "iter": 1200, "lr": 0.0218, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.84875, "top5_acc": 0.99438, "loss_cls": 0.74664, "loss": 0.74664, "time": 0.53057}
+{"mode": "val", "epoch": 35, "iter": 533, "lr": 0.02179, "top1_acc": 0.80859, "top5_acc": 0.98709, "mean_class_accuracy": 0.72383}
+{"mode": "train", "epoch": 36, "iter": 100, "lr": 0.02178, "memory": 4083, "data_time": 0.19603, "top1_acc": 0.84188, "top5_acc": 0.99438, "loss_cls": 0.76433, "loss": 0.76433, "time": 0.56953}
+{"mode": "train", "epoch": 36, "iter": 200, "lr": 0.02176, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.84062, "top5_acc": 0.99, "loss_cls": 0.79333, "loss": 0.79333, "time": 0.5358}
+{"mode": "train", "epoch": 36, "iter": 300, "lr": 0.02175, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.85688, "top5_acc": 0.9925, "loss_cls": 0.70398, "loss": 0.70398, "time": 0.52834}
+{"mode": "train", "epoch": 36, "iter": 400, "lr": 0.02173, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.86562, "top5_acc": 0.99312, "loss_cls": 0.70231, "loss": 0.70231, "time": 0.54086}
+{"mode": "train", "epoch": 36, "iter": 500, "lr": 0.02172, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.85312, "top5_acc": 0.9925, "loss_cls": 0.70393, "loss": 0.70393, "time": 0.54119}
+{"mode": "train", "epoch": 36, "iter": 600, "lr": 0.02171, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.8325, "top5_acc": 0.99125, "loss_cls": 0.78214, "loss": 0.78214, "time": 0.54132}
+{"mode": "train", "epoch": 36, "iter": 700, "lr": 0.02169, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.84875, "top5_acc": 0.9925, "loss_cls": 0.76867, "loss": 0.76867, "time": 0.53234}
+{"mode": "train", "epoch": 36, "iter": 800, "lr": 0.02168, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.82625, "top5_acc": 0.98812, "loss_cls": 0.84009, "loss": 0.84009, "time": 0.54161}
+{"mode": "train", "epoch": 36, "iter": 900, "lr": 0.02167, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.85938, "top5_acc": 0.99562, "loss_cls": 0.69749, "loss": 0.69749, "time": 0.53706}
+{"mode": "train", "epoch": 36, "iter": 1000, "lr": 0.02165, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.82562, "top5_acc": 0.99438, "loss_cls": 0.82213, "loss": 0.82213, "time": 0.39995}
+{"mode": "train", "epoch": 36, "iter": 1100, "lr": 0.02164, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.8425, "top5_acc": 0.99, "loss_cls": 0.76926, "loss": 0.76926, "time": 0.5134}
+{"mode": "train", "epoch": 36, "iter": 1200, "lr": 0.02162, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.82562, "top5_acc": 0.98688, "loss_cls": 0.82173, "loss": 0.82173, "time": 0.28415}
+{"mode": "val", "epoch": 36, "iter": 533, "lr": 0.02161, "top1_acc": 0.76834, "top5_acc": 0.98369, "mean_class_accuracy": 0.69907}
+{"mode": "train", "epoch": 37, "iter": 100, "lr": 0.0216, "memory": 4083, "data_time": 0.20057, "top1_acc": 0.87, "top5_acc": 0.995, "loss_cls": 0.62585, "loss": 0.62585, "time": 0.87163}
+{"mode": "train", "epoch": 37, "iter": 200, "lr": 0.02158, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.8625, "top5_acc": 0.99312, "loss_cls": 0.67647, "loss": 0.67647, "time": 0.54327}
+{"mode": "train", "epoch": 37, "iter": 300, "lr": 0.02157, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.8325, "top5_acc": 0.99188, "loss_cls": 0.78581, "loss": 0.78581, "time": 0.5493}
+{"mode": "train", "epoch": 37, "iter": 400, "lr": 0.02156, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.85438, "top5_acc": 0.99125, "loss_cls": 0.73058, "loss": 0.73058, "time": 0.54504}
+{"mode": "train", "epoch": 37, "iter": 500, "lr": 0.02154, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.8225, "top5_acc": 0.98875, "loss_cls": 0.81439, "loss": 0.81439, "time": 0.54403}
+{"mode": "train", "epoch": 37, "iter": 600, "lr": 0.02153, "memory": 4083, "data_time": 0.00049, "top1_acc": 0.84125, "top5_acc": 0.98938, "loss_cls": 0.78427, "loss": 0.78427, "time": 0.35556}
+{"mode": "train", "epoch": 37, "iter": 700, "lr": 0.02151, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.83938, "top5_acc": 0.99125, "loss_cls": 0.78359, "loss": 0.78359, "time": 0.51223}
+{"mode": "train", "epoch": 37, "iter": 800, "lr": 0.0215, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.86312, "top5_acc": 0.99438, "loss_cls": 0.68489, "loss": 0.68489, "time": 0.32954}
+{"mode": "train", "epoch": 37, "iter": 900, "lr": 0.02149, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.84812, "top5_acc": 0.99438, "loss_cls": 0.74897, "loss": 0.74897, "time": 0.52679}
+{"mode": "train", "epoch": 37, "iter": 1000, "lr": 0.02147, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.83875, "top5_acc": 0.99312, "loss_cls": 0.73164, "loss": 0.73164, "time": 0.53094}
+{"mode": "train", "epoch": 37, "iter": 1100, "lr": 0.02146, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.84438, "top5_acc": 0.99062, "loss_cls": 0.75843, "loss": 0.75843, "time": 0.53747}
+{"mode": "train", "epoch": 37, "iter": 1200, "lr": 0.02144, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.84312, "top5_acc": 0.99125, "loss_cls": 0.78718, "loss": 0.78718, "time": 0.53145}
+{"mode": "val", "epoch": 37, "iter": 533, "lr": 0.02143, "top1_acc": 0.78183, "top5_acc": 0.98392, "mean_class_accuracy": 0.69985}
+{"mode": "train", "epoch": 38, "iter": 100, "lr": 0.02142, "memory": 4083, "data_time": 0.1939, "top1_acc": 0.86312, "top5_acc": 0.99312, "loss_cls": 0.67655, "loss": 0.67655, "time": 0.84719}
+{"mode": "train", "epoch": 38, "iter": 200, "lr": 0.0214, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.83375, "top5_acc": 0.99438, "loss_cls": 0.78759, "loss": 0.78759, "time": 0.39881}
+{"mode": "train", "epoch": 38, "iter": 300, "lr": 0.02139, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.85562, "top5_acc": 0.99312, "loss_cls": 0.72992, "loss": 0.72992, "time": 0.51396}
+{"mode": "train", "epoch": 38, "iter": 400, "lr": 0.02137, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.85, "top5_acc": 0.9925, "loss_cls": 0.7117, "loss": 0.7117, "time": 0.28246}
+{"mode": "train", "epoch": 38, "iter": 500, "lr": 0.02136, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.8325, "top5_acc": 0.99125, "loss_cls": 0.75982, "loss": 0.75982, "time": 0.53801}
+{"mode": "train", "epoch": 38, "iter": 600, "lr": 0.02134, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.86188, "top5_acc": 0.99188, "loss_cls": 0.68667, "loss": 0.68667, "time": 0.53}
+{"mode": "train", "epoch": 38, "iter": 700, "lr": 0.02133, "memory": 4083, "data_time": 0.00052, "top1_acc": 0.84125, "top5_acc": 0.99062, "loss_cls": 0.77113, "loss": 0.77113, "time": 0.53357}
+{"mode": "train", "epoch": 38, "iter": 800, "lr": 0.02132, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.82688, "top5_acc": 0.99062, "loss_cls": 0.82626, "loss": 0.82626, "time": 0.53743}
+{"mode": "train", "epoch": 38, "iter": 900, "lr": 0.0213, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.84188, "top5_acc": 0.99125, "loss_cls": 0.77189, "loss": 0.77189, "time": 0.53382}
+{"mode": "train", "epoch": 38, "iter": 1000, "lr": 0.02129, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.8425, "top5_acc": 0.99125, "loss_cls": 0.79193, "loss": 0.79193, "time": 0.54064}
+{"mode": "train", "epoch": 38, "iter": 1100, "lr": 0.02127, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.84688, "top5_acc": 0.99125, "loss_cls": 0.73162, "loss": 0.73162, "time": 0.53981}
+{"mode": "train", "epoch": 38, "iter": 1200, "lr": 0.02126, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.85438, "top5_acc": 0.99438, "loss_cls": 0.68, "loss": 0.68, "time": 0.53263}
+{"mode": "val", "epoch": 38, "iter": 533, "lr": 0.02125, "top1_acc": 0.79979, "top5_acc": 0.98533, "mean_class_accuracy": 0.71639}
+{"mode": "train", "epoch": 39, "iter": 100, "lr": 0.02123, "memory": 4083, "data_time": 0.19288, "top1_acc": 0.86625, "top5_acc": 0.99688, "loss_cls": 0.66579, "loss": 0.66579, "time": 0.7264}
+{"mode": "train", "epoch": 39, "iter": 200, "lr": 0.02122, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.87188, "top5_acc": 0.995, "loss_cls": 0.67462, "loss": 0.67462, "time": 0.53947}
+{"mode": "train", "epoch": 39, "iter": 300, "lr": 0.0212, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.85938, "top5_acc": 0.9925, "loss_cls": 0.7191, "loss": 0.7191, "time": 0.53714}
+{"mode": "train", "epoch": 39, "iter": 400, "lr": 0.02119, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.8375, "top5_acc": 0.99438, "loss_cls": 0.77524, "loss": 0.77524, "time": 0.54633}
+{"mode": "train", "epoch": 39, "iter": 500, "lr": 0.02117, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.83, "top5_acc": 0.9925, "loss_cls": 0.78828, "loss": 0.78828, "time": 0.53945}
+{"mode": "train", "epoch": 39, "iter": 600, "lr": 0.02116, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.84562, "top5_acc": 0.99375, "loss_cls": 0.7438, "loss": 0.7438, "time": 0.536}
+{"mode": "train", "epoch": 39, "iter": 700, "lr": 0.02114, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.85, "top5_acc": 0.9925, "loss_cls": 0.7305, "loss": 0.7305, "time": 0.54393}
+{"mode": "train", "epoch": 39, "iter": 800, "lr": 0.02113, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.84562, "top5_acc": 0.99375, "loss_cls": 0.73169, "loss": 0.73169, "time": 0.53869}
+{"mode": "train", "epoch": 39, "iter": 900, "lr": 0.02111, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.86, "top5_acc": 0.995, "loss_cls": 0.69353, "loss": 0.69353, "time": 0.53477}
+{"mode": "train", "epoch": 39, "iter": 1000, "lr": 0.0211, "memory": 4083, "data_time": 0.0005, "top1_acc": 0.84312, "top5_acc": 0.99375, "loss_cls": 0.73118, "loss": 0.73118, "time": 0.31891}
+{"mode": "train", "epoch": 39, "iter": 1100, "lr": 0.02108, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.83, "top5_acc": 0.9925, "loss_cls": 0.80909, "loss": 0.80909, "time": 0.41925}
+{"mode": "train", "epoch": 39, "iter": 1200, "lr": 0.02107, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.8275, "top5_acc": 0.9925, "loss_cls": 0.80041, "loss": 0.80041, "time": 0.45929}
+{"mode": "val", "epoch": 39, "iter": 533, "lr": 0.02106, "top1_acc": 0.80894, "top5_acc": 0.9858, "mean_class_accuracy": 0.71432}
+{"mode": "train", "epoch": 40, "iter": 100, "lr": 0.02104, "memory": 4083, "data_time": 0.19336, "top1_acc": 0.86375, "top5_acc": 0.99375, "loss_cls": 0.67487, "loss": 0.67487, "time": 0.8688}
+{"mode": "train", "epoch": 40, "iter": 200, "lr": 0.02103, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.85188, "top5_acc": 0.98812, "loss_cls": 0.7143, "loss": 0.7143, "time": 0.53729}
+{"mode": "train", "epoch": 40, "iter": 300, "lr": 0.02101, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.85562, "top5_acc": 0.99375, "loss_cls": 0.68931, "loss": 0.68931, "time": 0.537}
+{"mode": "train", "epoch": 40, "iter": 400, "lr": 0.021, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.86188, "top5_acc": 0.9925, "loss_cls": 0.65694, "loss": 0.65694, "time": 0.53406}
+{"mode": "train", "epoch": 40, "iter": 500, "lr": 0.02098, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.86188, "top5_acc": 0.99375, "loss_cls": 0.66277, "loss": 0.66277, "time": 0.53416}
+{"mode": "train", "epoch": 40, "iter": 600, "lr": 0.02097, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.85188, "top5_acc": 0.99312, "loss_cls": 0.72903, "loss": 0.72903, "time": 0.32397}
+{"mode": "train", "epoch": 40, "iter": 700, "lr": 0.02095, "memory": 4083, "data_time": 0.00069, "top1_acc": 0.845, "top5_acc": 0.99438, "loss_cls": 0.75191, "loss": 0.75191, "time": 0.4149}
+{"mode": "train", "epoch": 40, "iter": 800, "lr": 0.02094, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.83938, "top5_acc": 0.99062, "loss_cls": 0.7305, "loss": 0.7305, "time": 0.44428}
+{"mode": "train", "epoch": 40, "iter": 900, "lr": 0.02092, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.84875, "top5_acc": 0.995, "loss_cls": 0.70948, "loss": 0.70948, "time": 0.52807}
+{"mode": "train", "epoch": 40, "iter": 1000, "lr": 0.02091, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.84375, "top5_acc": 0.98812, "loss_cls": 0.73792, "loss": 0.73792, "time": 0.54776}
+{"mode": "train", "epoch": 40, "iter": 1100, "lr": 0.02089, "memory": 4083, "data_time": 0.00057, "top1_acc": 0.84562, "top5_acc": 0.99375, "loss_cls": 0.74039, "loss": 0.74039, "time": 0.538}
+{"mode": "train", "epoch": 40, "iter": 1200, "lr": 0.02088, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.85875, "top5_acc": 0.99312, "loss_cls": 0.71955, "loss": 0.71955, "time": 0.52863}
+{"mode": "val", "epoch": 40, "iter": 533, "lr": 0.02086, "top1_acc": 0.81645, "top5_acc": 0.98826, "mean_class_accuracy": 0.73031}
+{"mode": "train", "epoch": 41, "iter": 100, "lr": 0.02085, "memory": 4083, "data_time": 0.19729, "top1_acc": 0.87, "top5_acc": 0.99562, "loss_cls": 0.65835, "loss": 0.65835, "time": 0.86692}
+{"mode": "train", "epoch": 41, "iter": 200, "lr": 0.02083, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.8475, "top5_acc": 0.99062, "loss_cls": 0.70453, "loss": 0.70453, "time": 0.30272}
+{"mode": "train", "epoch": 41, "iter": 300, "lr": 0.02082, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.84938, "top5_acc": 0.9925, "loss_cls": 0.69908, "loss": 0.69908, "time": 0.45434}
+{"mode": "train", "epoch": 41, "iter": 400, "lr": 0.0208, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.855, "top5_acc": 0.98875, "loss_cls": 0.71857, "loss": 0.71857, "time": 0.43438}
+{"mode": "train", "epoch": 41, "iter": 500, "lr": 0.02079, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.85062, "top5_acc": 0.99, "loss_cls": 0.75633, "loss": 0.75633, "time": 0.53312}
+{"mode": "train", "epoch": 41, "iter": 600, "lr": 0.02077, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.875, "top5_acc": 0.99625, "loss_cls": 0.66142, "loss": 0.66142, "time": 0.52996}
+{"mode": "train", "epoch": 41, "iter": 700, "lr": 0.02076, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8375, "top5_acc": 0.99062, "loss_cls": 0.79376, "loss": 0.79376, "time": 0.53727}
+{"mode": "train", "epoch": 41, "iter": 800, "lr": 0.02074, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.85812, "top5_acc": 0.995, "loss_cls": 0.68141, "loss": 0.68141, "time": 0.54079}
+{"mode": "train", "epoch": 41, "iter": 900, "lr": 0.02073, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.8575, "top5_acc": 0.995, "loss_cls": 0.6769, "loss": 0.6769, "time": 0.54767}
+{"mode": "train", "epoch": 41, "iter": 1000, "lr": 0.02071, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.85812, "top5_acc": 0.98812, "loss_cls": 0.75622, "loss": 0.75622, "time": 0.53005}
+{"mode": "train", "epoch": 41, "iter": 1100, "lr": 0.0207, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.87, "top5_acc": 0.99562, "loss_cls": 0.66985, "loss": 0.66985, "time": 0.53125}
+{"mode": "train", "epoch": 41, "iter": 1200, "lr": 0.02068, "memory": 4083, "data_time": 0.00054, "top1_acc": 0.85938, "top5_acc": 0.99375, "loss_cls": 0.67534, "loss": 0.67534, "time": 0.52649}
+{"mode": "val", "epoch": 41, "iter": 533, "lr": 0.02067, "top1_acc": 0.80073, "top5_acc": 0.98322, "mean_class_accuracy": 0.70291}
+{"mode": "train", "epoch": 42, "iter": 100, "lr": 0.02065, "memory": 4083, "data_time": 0.19506, "top1_acc": 0.87, "top5_acc": 0.99375, "loss_cls": 0.62694, "loss": 0.62694, "time": 0.77417}
+{"mode": "train", "epoch": 42, "iter": 200, "lr": 0.02064, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.8775, "top5_acc": 0.995, "loss_cls": 0.61918, "loss": 0.61918, "time": 0.4794}
+{"mode": "train", "epoch": 42, "iter": 300, "lr": 0.02062, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.85625, "top5_acc": 0.99188, "loss_cls": 0.69876, "loss": 0.69876, "time": 0.48039}
+{"mode": "train", "epoch": 42, "iter": 400, "lr": 0.02061, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.855, "top5_acc": 0.99312, "loss_cls": 0.70393, "loss": 0.70393, "time": 0.48108}
+{"mode": "train", "epoch": 42, "iter": 500, "lr": 0.02059, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.86125, "top5_acc": 0.99438, "loss_cls": 0.68605, "loss": 0.68605, "time": 0.47946}
+{"mode": "train", "epoch": 42, "iter": 600, "lr": 0.02057, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.86625, "top5_acc": 0.99562, "loss_cls": 0.64206, "loss": 0.64206, "time": 0.48208}
+{"mode": "train", "epoch": 42, "iter": 700, "lr": 0.02056, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.85438, "top5_acc": 0.99125, "loss_cls": 0.73759, "loss": 0.73759, "time": 0.48301}
+{"mode": "train", "epoch": 42, "iter": 800, "lr": 0.02054, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.8325, "top5_acc": 0.98688, "loss_cls": 0.76759, "loss": 0.76759, "time": 0.48405}
+{"mode": "train", "epoch": 42, "iter": 900, "lr": 0.02053, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.84875, "top5_acc": 0.9925, "loss_cls": 0.75359, "loss": 0.75359, "time": 0.48227}
+{"mode": "train", "epoch": 42, "iter": 1000, "lr": 0.02051, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.8325, "top5_acc": 0.99125, "loss_cls": 0.79025, "loss": 0.79025, "time": 0.48274}
+{"mode": "train", "epoch": 42, "iter": 1100, "lr": 0.0205, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.855, "top5_acc": 0.99375, "loss_cls": 0.71151, "loss": 0.71151, "time": 0.47987}
+{"mode": "train", "epoch": 42, "iter": 1200, "lr": 0.02048, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.85875, "top5_acc": 0.99562, "loss_cls": 0.72617, "loss": 0.72617, "time": 0.48024}
+{"mode": "val", "epoch": 42, "iter": 533, "lr": 0.02047, "top1_acc": 0.82561, "top5_acc": 0.98932, "mean_class_accuracy": 0.73518}
+{"mode": "train", "epoch": 43, "iter": 100, "lr": 0.02045, "memory": 4083, "data_time": 0.194, "top1_acc": 0.8625, "top5_acc": 0.995, "loss_cls": 0.66522, "loss": 0.66522, "time": 0.80225}
+{"mode": "train", "epoch": 43, "iter": 200, "lr": 0.02044, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.885, "top5_acc": 0.99312, "loss_cls": 0.61442, "loss": 0.61442, "time": 0.49258}
+{"mode": "train", "epoch": 43, "iter": 300, "lr": 0.02042, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.855, "top5_acc": 0.99375, "loss_cls": 0.68436, "loss": 0.68436, "time": 0.49041}
+{"mode": "train", "epoch": 43, "iter": 400, "lr": 0.0204, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.86312, "top5_acc": 0.99312, "loss_cls": 0.71165, "loss": 0.71165, "time": 0.48828}
+{"mode": "train", "epoch": 43, "iter": 500, "lr": 0.02039, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.84938, "top5_acc": 0.99312, "loss_cls": 0.68501, "loss": 0.68501, "time": 0.4868}
+{"mode": "train", "epoch": 43, "iter": 600, "lr": 0.02037, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.8525, "top5_acc": 0.99312, "loss_cls": 0.70279, "loss": 0.70279, "time": 0.49241}
+{"mode": "train", "epoch": 43, "iter": 700, "lr": 0.02036, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.85875, "top5_acc": 0.99188, "loss_cls": 0.67763, "loss": 0.67763, "time": 0.4906}
+{"mode": "train", "epoch": 43, "iter": 800, "lr": 0.02034, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.84375, "top5_acc": 0.9925, "loss_cls": 0.7186, "loss": 0.7186, "time": 0.49214}
+{"mode": "train", "epoch": 43, "iter": 900, "lr": 0.02033, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.83938, "top5_acc": 0.99562, "loss_cls": 0.73726, "loss": 0.73726, "time": 0.49218}
+{"mode": "train", "epoch": 43, "iter": 1000, "lr": 0.02031, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.84188, "top5_acc": 0.99375, "loss_cls": 0.7341, "loss": 0.7341, "time": 0.49134}
+{"mode": "train", "epoch": 43, "iter": 1100, "lr": 0.02029, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.8475, "top5_acc": 0.99312, "loss_cls": 0.72755, "loss": 0.72755, "time": 0.49131}
+{"mode": "train", "epoch": 43, "iter": 1200, "lr": 0.02028, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.85688, "top5_acc": 0.99438, "loss_cls": 0.67606, "loss": 0.67606, "time": 0.43129}
+{"mode": "val", "epoch": 43, "iter": 533, "lr": 0.02026, "top1_acc": 0.79862, "top5_acc": 0.98533, "mean_class_accuracy": 0.71636}
+{"mode": "train", "epoch": 44, "iter": 100, "lr": 0.02025, "memory": 4083, "data_time": 0.19474, "top1_acc": 0.855, "top5_acc": 0.99312, "loss_cls": 0.71741, "loss": 0.71741, "time": 0.81021}
+{"mode": "train", "epoch": 44, "iter": 200, "lr": 0.02023, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.88125, "top5_acc": 0.99188, "loss_cls": 0.65649, "loss": 0.65649, "time": 0.49058}
+{"mode": "train", "epoch": 44, "iter": 300, "lr": 0.02022, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.87375, "top5_acc": 0.99812, "loss_cls": 0.61878, "loss": 0.61878, "time": 0.49262}
+{"mode": "train", "epoch": 44, "iter": 400, "lr": 0.0202, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.87125, "top5_acc": 0.99312, "loss_cls": 0.64979, "loss": 0.64979, "time": 0.4902}
+{"mode": "train", "epoch": 44, "iter": 500, "lr": 0.02018, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.84625, "top5_acc": 0.9975, "loss_cls": 0.74266, "loss": 0.74266, "time": 0.49122}
+{"mode": "train", "epoch": 44, "iter": 600, "lr": 0.02017, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.85938, "top5_acc": 0.99375, "loss_cls": 0.69947, "loss": 0.69947, "time": 0.49107}
+{"mode": "train", "epoch": 44, "iter": 700, "lr": 0.02015, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.855, "top5_acc": 0.99625, "loss_cls": 0.70019, "loss": 0.70019, "time": 0.49178}
+{"mode": "train", "epoch": 44, "iter": 800, "lr": 0.02014, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.83, "top5_acc": 0.98938, "loss_cls": 0.77195, "loss": 0.77195, "time": 0.4933}
+{"mode": "train", "epoch": 44, "iter": 900, "lr": 0.02012, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.825, "top5_acc": 0.9925, "loss_cls": 0.79572, "loss": 0.79572, "time": 0.49118}
+{"mode": "train", "epoch": 44, "iter": 1000, "lr": 0.0201, "memory": 4083, "data_time": 0.00062, "top1_acc": 0.85062, "top5_acc": 0.99375, "loss_cls": 0.68172, "loss": 0.68172, "time": 0.4895}
+{"mode": "train", "epoch": 44, "iter": 1100, "lr": 0.02009, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.84375, "top5_acc": 0.9925, "loss_cls": 0.681, "loss": 0.681, "time": 0.49482}
+{"mode": "train", "epoch": 44, "iter": 1200, "lr": 0.02007, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.84562, "top5_acc": 0.99438, "loss_cls": 0.7274, "loss": 0.7274, "time": 0.36924}
+{"mode": "val", "epoch": 44, "iter": 533, "lr": 0.02006, "top1_acc": 0.81199, "top5_acc": 0.98557, "mean_class_accuracy": 0.73079}
+{"mode": "train", "epoch": 45, "iter": 100, "lr": 0.02004, "memory": 4083, "data_time": 0.19299, "top1_acc": 0.86688, "top5_acc": 0.99688, "loss_cls": 0.66808, "loss": 0.66808, "time": 0.79889}
+{"mode": "train", "epoch": 45, "iter": 200, "lr": 0.02003, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.87062, "top5_acc": 0.99312, "loss_cls": 0.65716, "loss": 0.65716, "time": 0.49245}
+{"mode": "train", "epoch": 45, "iter": 300, "lr": 0.02001, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.86812, "top5_acc": 0.99812, "loss_cls": 0.609, "loss": 0.609, "time": 0.48999}
+{"mode": "train", "epoch": 45, "iter": 400, "lr": 0.01999, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.86562, "top5_acc": 0.995, "loss_cls": 0.66336, "loss": 0.66336, "time": 0.49594}
+{"mode": "train", "epoch": 45, "iter": 500, "lr": 0.01998, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.86812, "top5_acc": 0.99562, "loss_cls": 0.64938, "loss": 0.64938, "time": 0.49121}
+{"mode": "train", "epoch": 45, "iter": 600, "lr": 0.01996, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.85062, "top5_acc": 0.98625, "loss_cls": 0.70622, "loss": 0.70622, "time": 0.49418}
+{"mode": "train", "epoch": 45, "iter": 700, "lr": 0.01994, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.86188, "top5_acc": 0.9925, "loss_cls": 0.66713, "loss": 0.66713, "time": 0.49796}
+{"mode": "train", "epoch": 45, "iter": 800, "lr": 0.01993, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.85688, "top5_acc": 0.99438, "loss_cls": 0.69965, "loss": 0.69965, "time": 0.4923}
+{"mode": "train", "epoch": 45, "iter": 900, "lr": 0.01991, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.88875, "top5_acc": 0.99625, "loss_cls": 0.60258, "loss": 0.60258, "time": 0.4916}
+{"mode": "train", "epoch": 45, "iter": 1000, "lr": 0.01989, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.86, "top5_acc": 0.99438, "loss_cls": 0.66657, "loss": 0.66657, "time": 0.49185}
+{"mode": "train", "epoch": 45, "iter": 1100, "lr": 0.01988, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.85, "top5_acc": 0.99312, "loss_cls": 0.74017, "loss": 0.74017, "time": 0.49196}
+{"mode": "train", "epoch": 45, "iter": 1200, "lr": 0.01986, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.85625, "top5_acc": 0.99, "loss_cls": 0.72322, "loss": 0.72322, "time": 0.36969}
+{"mode": "val", "epoch": 45, "iter": 533, "lr": 0.01985, "top1_acc": 0.80753, "top5_acc": 0.98334, "mean_class_accuracy": 0.72963}
+{"mode": "train", "epoch": 46, "iter": 100, "lr": 0.01983, "memory": 4083, "data_time": 0.18959, "top1_acc": 0.85688, "top5_acc": 0.9925, "loss_cls": 0.71655, "loss": 0.71655, "time": 0.79633}
+{"mode": "train", "epoch": 46, "iter": 200, "lr": 0.01981, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.86, "top5_acc": 0.99438, "loss_cls": 0.68636, "loss": 0.68636, "time": 0.4906}
+{"mode": "train", "epoch": 46, "iter": 300, "lr": 0.0198, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.86625, "top5_acc": 0.99438, "loss_cls": 0.67452, "loss": 0.67452, "time": 0.4909}
+{"mode": "train", "epoch": 46, "iter": 400, "lr": 0.01978, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.83875, "top5_acc": 0.99062, "loss_cls": 0.74623, "loss": 0.74623, "time": 0.49196}
+{"mode": "train", "epoch": 46, "iter": 500, "lr": 0.01976, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.87562, "top5_acc": 0.99562, "loss_cls": 0.61436, "loss": 0.61436, "time": 0.49219}
+{"mode": "train", "epoch": 46, "iter": 600, "lr": 0.01975, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.85062, "top5_acc": 0.9975, "loss_cls": 0.70748, "loss": 0.70748, "time": 0.49184}
+{"mode": "train", "epoch": 46, "iter": 700, "lr": 0.01973, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.85312, "top5_acc": 0.99562, "loss_cls": 0.6728, "loss": 0.6728, "time": 0.4944}
+{"mode": "train", "epoch": 46, "iter": 800, "lr": 0.01971, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.86812, "top5_acc": 0.99562, "loss_cls": 0.67221, "loss": 0.67221, "time": 0.49293}
+{"mode": "train", "epoch": 46, "iter": 900, "lr": 0.0197, "memory": 4083, "data_time": 0.00053, "top1_acc": 0.8625, "top5_acc": 0.99562, "loss_cls": 0.69433, "loss": 0.69433, "time": 0.48907}
+{"mode": "train", "epoch": 46, "iter": 1000, "lr": 0.01968, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.86812, "top5_acc": 0.99438, "loss_cls": 0.64468, "loss": 0.64468, "time": 0.49452}
+{"mode": "train", "epoch": 46, "iter": 1100, "lr": 0.01966, "memory": 4083, "data_time": 0.00047, "top1_acc": 0.86562, "top5_acc": 0.99375, "loss_cls": 0.69183, "loss": 0.69183, "time": 0.49198}
+{"mode": "train", "epoch": 46, "iter": 1200, "lr": 0.01965, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.8575, "top5_acc": 0.99, "loss_cls": 0.72333, "loss": 0.72333, "time": 0.38073}
+{"mode": "val", "epoch": 46, "iter": 533, "lr": 0.01963, "top1_acc": 0.80718, "top5_acc": 0.9831, "mean_class_accuracy": 0.7077}
+{"mode": "train", "epoch": 47, "iter": 100, "lr": 0.01962, "memory": 4083, "data_time": 0.19527, "top1_acc": 0.87812, "top5_acc": 0.99438, "loss_cls": 0.62953, "loss": 0.62953, "time": 0.81022}
+{"mode": "train", "epoch": 47, "iter": 200, "lr": 0.0196, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.87438, "top5_acc": 0.99312, "loss_cls": 0.6091, "loss": 0.6091, "time": 0.4936}
+{"mode": "train", "epoch": 47, "iter": 300, "lr": 0.01958, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87438, "top5_acc": 0.99688, "loss_cls": 0.60002, "loss": 0.60002, "time": 0.49277}
+{"mode": "train", "epoch": 47, "iter": 400, "lr": 0.01957, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.85562, "top5_acc": 0.99312, "loss_cls": 0.67176, "loss": 0.67176, "time": 0.493}
+{"mode": "train", "epoch": 47, "iter": 500, "lr": 0.01955, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.855, "top5_acc": 0.9925, "loss_cls": 0.71199, "loss": 0.71199, "time": 0.49133}
+{"mode": "train", "epoch": 47, "iter": 600, "lr": 0.01953, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.86812, "top5_acc": 0.99312, "loss_cls": 0.65874, "loss": 0.65874, "time": 0.49325}
+{"mode": "train", "epoch": 47, "iter": 700, "lr": 0.01952, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.85312, "top5_acc": 0.99312, "loss_cls": 0.70539, "loss": 0.70539, "time": 0.49322}
+{"mode": "train", "epoch": 47, "iter": 800, "lr": 0.0195, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.8625, "top5_acc": 0.99125, "loss_cls": 0.69469, "loss": 0.69469, "time": 0.48983}
+{"mode": "train", "epoch": 47, "iter": 900, "lr": 0.01948, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.85375, "top5_acc": 0.995, "loss_cls": 0.70859, "loss": 0.70859, "time": 0.49418}
+{"mode": "train", "epoch": 47, "iter": 1000, "lr": 0.01947, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87188, "top5_acc": 0.99562, "loss_cls": 0.65964, "loss": 0.65964, "time": 0.49283}
+{"mode": "train", "epoch": 47, "iter": 1100, "lr": 0.01945, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.86375, "top5_acc": 0.99375, "loss_cls": 0.6866, "loss": 0.6866, "time": 0.48935}
+{"mode": "train", "epoch": 47, "iter": 1200, "lr": 0.01943, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.87125, "top5_acc": 0.98938, "loss_cls": 0.63686, "loss": 0.63686, "time": 0.37083}
+{"mode": "val", "epoch": 47, "iter": 533, "lr": 0.01942, "top1_acc": 0.81411, "top5_acc": 0.98862, "mean_class_accuracy": 0.72183}
+{"mode": "train", "epoch": 48, "iter": 100, "lr": 0.0194, "memory": 4083, "data_time": 0.19212, "top1_acc": 0.8725, "top5_acc": 0.99188, "loss_cls": 0.62226, "loss": 0.62226, "time": 0.8017}
+{"mode": "train", "epoch": 48, "iter": 200, "lr": 0.01938, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.85625, "top5_acc": 0.99312, "loss_cls": 0.66321, "loss": 0.66321, "time": 0.48857}
+{"mode": "train", "epoch": 48, "iter": 300, "lr": 0.01937, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.87625, "top5_acc": 0.99688, "loss_cls": 0.63929, "loss": 0.63929, "time": 0.49284}
+{"mode": "train", "epoch": 48, "iter": 400, "lr": 0.01935, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.87062, "top5_acc": 0.9925, "loss_cls": 0.64549, "loss": 0.64549, "time": 0.49127}
+{"mode": "train", "epoch": 48, "iter": 500, "lr": 0.01933, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.85938, "top5_acc": 0.99375, "loss_cls": 0.69557, "loss": 0.69557, "time": 0.49226}
+{"mode": "train", "epoch": 48, "iter": 600, "lr": 0.01932, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8775, "top5_acc": 0.99188, "loss_cls": 0.65131, "loss": 0.65131, "time": 0.49035}
+{"mode": "train", "epoch": 48, "iter": 700, "lr": 0.0193, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.86, "top5_acc": 0.99188, "loss_cls": 0.69979, "loss": 0.69979, "time": 0.49277}
+{"mode": "train", "epoch": 48, "iter": 800, "lr": 0.01928, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.85375, "top5_acc": 0.99312, "loss_cls": 0.68413, "loss": 0.68413, "time": 0.4914}
+{"mode": "train", "epoch": 48, "iter": 900, "lr": 0.01926, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.85562, "top5_acc": 0.99438, "loss_cls": 0.68798, "loss": 0.68798, "time": 0.49146}
+{"mode": "train", "epoch": 48, "iter": 1000, "lr": 0.01925, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.86625, "top5_acc": 0.99438, "loss_cls": 0.69597, "loss": 0.69597, "time": 0.49055}
+{"mode": "train", "epoch": 48, "iter": 1100, "lr": 0.01923, "memory": 4083, "data_time": 0.00049, "top1_acc": 0.86125, "top5_acc": 0.99375, "loss_cls": 0.69484, "loss": 0.69484, "time": 0.49276}
+{"mode": "train", "epoch": 48, "iter": 1200, "lr": 0.01921, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.86688, "top5_acc": 0.99812, "loss_cls": 0.64935, "loss": 0.64935, "time": 0.36589}
+{"mode": "val", "epoch": 48, "iter": 533, "lr": 0.0192, "top1_acc": 0.83711, "top5_acc": 0.98979, "mean_class_accuracy": 0.75344}
+{"mode": "train", "epoch": 49, "iter": 100, "lr": 0.01918, "memory": 4083, "data_time": 0.19977, "top1_acc": 0.87812, "top5_acc": 0.99625, "loss_cls": 0.60864, "loss": 0.60864, "time": 0.79822}
+{"mode": "train", "epoch": 49, "iter": 200, "lr": 0.01916, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88375, "top5_acc": 0.9975, "loss_cls": 0.58371, "loss": 0.58371, "time": 0.49341}
+{"mode": "train", "epoch": 49, "iter": 300, "lr": 0.01915, "memory": 4083, "data_time": 0.00051, "top1_acc": 0.88, "top5_acc": 0.99438, "loss_cls": 0.60956, "loss": 0.60956, "time": 0.49035}
+{"mode": "train", "epoch": 49, "iter": 400, "lr": 0.01913, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.85938, "top5_acc": 0.9925, "loss_cls": 0.67032, "loss": 0.67032, "time": 0.4921}
+{"mode": "train", "epoch": 49, "iter": 500, "lr": 0.01911, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.85875, "top5_acc": 0.99438, "loss_cls": 0.67912, "loss": 0.67912, "time": 0.49124}
+{"mode": "train", "epoch": 49, "iter": 600, "lr": 0.01909, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.88125, "top5_acc": 0.99375, "loss_cls": 0.6114, "loss": 0.6114, "time": 0.4924}
+{"mode": "train", "epoch": 49, "iter": 700, "lr": 0.01908, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87062, "top5_acc": 0.99562, "loss_cls": 0.63133, "loss": 0.63133, "time": 0.49298}
+{"mode": "train", "epoch": 49, "iter": 800, "lr": 0.01906, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.875, "top5_acc": 0.99625, "loss_cls": 0.62522, "loss": 0.62522, "time": 0.49384}
+{"mode": "train", "epoch": 49, "iter": 900, "lr": 0.01904, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.85, "top5_acc": 0.98875, "loss_cls": 0.77089, "loss": 0.77089, "time": 0.49319}
+{"mode": "train", "epoch": 49, "iter": 1000, "lr": 0.01902, "memory": 4083, "data_time": 0.00071, "top1_acc": 0.86188, "top5_acc": 0.9925, "loss_cls": 0.6947, "loss": 0.6947, "time": 0.48979}
+{"mode": "train", "epoch": 49, "iter": 1100, "lr": 0.01901, "memory": 4083, "data_time": 0.0005, "top1_acc": 0.86938, "top5_acc": 0.99625, "loss_cls": 0.62908, "loss": 0.62908, "time": 0.49292}
+{"mode": "train", "epoch": 49, "iter": 1200, "lr": 0.01899, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.87188, "top5_acc": 0.9925, "loss_cls": 0.63987, "loss": 0.63987, "time": 0.36794}
+{"mode": "val", "epoch": 49, "iter": 533, "lr": 0.01898, "top1_acc": 0.80096, "top5_acc": 0.98826, "mean_class_accuracy": 0.71824}
+{"mode": "train", "epoch": 50, "iter": 100, "lr": 0.01896, "memory": 4083, "data_time": 0.19487, "top1_acc": 0.86562, "top5_acc": 0.99188, "loss_cls": 0.65276, "loss": 0.65276, "time": 0.80433}
+{"mode": "train", "epoch": 50, "iter": 200, "lr": 0.01894, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.89188, "top5_acc": 0.99688, "loss_cls": 0.55092, "loss": 0.55092, "time": 0.48967}
+{"mode": "train", "epoch": 50, "iter": 300, "lr": 0.01892, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.87562, "top5_acc": 0.99812, "loss_cls": 0.60274, "loss": 0.60274, "time": 0.49372}
+{"mode": "train", "epoch": 50, "iter": 400, "lr": 0.01891, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87562, "top5_acc": 0.99625, "loss_cls": 0.61546, "loss": 0.61546, "time": 0.49132}
+{"mode": "train", "epoch": 50, "iter": 500, "lr": 0.01889, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.85625, "top5_acc": 0.995, "loss_cls": 0.65501, "loss": 0.65501, "time": 0.49264}
+{"mode": "train", "epoch": 50, "iter": 600, "lr": 0.01887, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.86312, "top5_acc": 0.995, "loss_cls": 0.65314, "loss": 0.65314, "time": 0.49632}
+{"mode": "train", "epoch": 50, "iter": 700, "lr": 0.01885, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.86, "top5_acc": 0.995, "loss_cls": 0.67031, "loss": 0.67031, "time": 0.49384}
+{"mode": "train", "epoch": 50, "iter": 800, "lr": 0.01884, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.86562, "top5_acc": 0.99562, "loss_cls": 0.65529, "loss": 0.65529, "time": 0.49229}
+{"mode": "train", "epoch": 50, "iter": 900, "lr": 0.01882, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87688, "top5_acc": 0.99562, "loss_cls": 0.62907, "loss": 0.62907, "time": 0.49221}
+{"mode": "train", "epoch": 50, "iter": 1000, "lr": 0.0188, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.8675, "top5_acc": 0.99438, "loss_cls": 0.63958, "loss": 0.63958, "time": 0.49253}
+{"mode": "train", "epoch": 50, "iter": 1100, "lr": 0.01878, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.85125, "top5_acc": 0.99562, "loss_cls": 0.68527, "loss": 0.68527, "time": 0.48595}
+{"mode": "train", "epoch": 50, "iter": 1200, "lr": 0.01876, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.86062, "top5_acc": 0.99562, "loss_cls": 0.67323, "loss": 0.67323, "time": 0.36595}
+{"mode": "val", "epoch": 50, "iter": 533, "lr": 0.01875, "top1_acc": 0.79251, "top5_acc": 0.98545, "mean_class_accuracy": 0.72368}
+{"mode": "train", "epoch": 51, "iter": 100, "lr": 0.01873, "memory": 4083, "data_time": 0.19572, "top1_acc": 0.87125, "top5_acc": 0.9975, "loss_cls": 0.60245, "loss": 0.60245, "time": 0.78044}
+{"mode": "train", "epoch": 51, "iter": 200, "lr": 0.01871, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.88938, "top5_acc": 0.99562, "loss_cls": 0.56237, "loss": 0.56237, "time": 0.49246}
+{"mode": "train", "epoch": 51, "iter": 300, "lr": 0.0187, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.87375, "top5_acc": 0.99438, "loss_cls": 0.63043, "loss": 0.63043, "time": 0.49276}
+{"mode": "train", "epoch": 51, "iter": 400, "lr": 0.01868, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.87688, "top5_acc": 0.99062, "loss_cls": 0.63156, "loss": 0.63156, "time": 0.4942}
+{"mode": "train", "epoch": 51, "iter": 500, "lr": 0.01866, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.87125, "top5_acc": 0.99125, "loss_cls": 0.64112, "loss": 0.64112, "time": 0.48673}
+{"mode": "train", "epoch": 51, "iter": 600, "lr": 0.01864, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.865, "top5_acc": 0.99562, "loss_cls": 0.65401, "loss": 0.65401, "time": 0.48805}
+{"mode": "train", "epoch": 51, "iter": 700, "lr": 0.01863, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.85938, "top5_acc": 0.99375, "loss_cls": 0.66497, "loss": 0.66497, "time": 0.49024}
+{"mode": "train", "epoch": 51, "iter": 800, "lr": 0.01861, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87312, "top5_acc": 0.99688, "loss_cls": 0.61808, "loss": 0.61808, "time": 0.49049}
+{"mode": "train", "epoch": 51, "iter": 900, "lr": 0.01859, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.86188, "top5_acc": 0.99188, "loss_cls": 0.65924, "loss": 0.65924, "time": 0.48999}
+{"mode": "train", "epoch": 51, "iter": 1000, "lr": 0.01857, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.8675, "top5_acc": 0.99562, "loss_cls": 0.65815, "loss": 0.65815, "time": 0.49533}
+{"mode": "train", "epoch": 51, "iter": 1100, "lr": 0.01855, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.85938, "top5_acc": 0.99375, "loss_cls": 0.67861, "loss": 0.67861, "time": 0.4919}
+{"mode": "train", "epoch": 51, "iter": 1200, "lr": 0.01854, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.87812, "top5_acc": 0.99125, "loss_cls": 0.62364, "loss": 0.62364, "time": 0.38076}
+{"mode": "val", "epoch": 51, "iter": 533, "lr": 0.01852, "top1_acc": 0.83218, "top5_acc": 0.9865, "mean_class_accuracy": 0.7351}
+{"mode": "train", "epoch": 52, "iter": 100, "lr": 0.0185, "memory": 4083, "data_time": 0.20533, "top1_acc": 0.88375, "top5_acc": 0.99938, "loss_cls": 0.60513, "loss": 0.60513, "time": 0.81391}
+{"mode": "train", "epoch": 52, "iter": 200, "lr": 0.01849, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.8775, "top5_acc": 0.99312, "loss_cls": 0.59578, "loss": 0.59578, "time": 0.49487}
+{"mode": "train", "epoch": 52, "iter": 300, "lr": 0.01847, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.85312, "top5_acc": 0.99438, "loss_cls": 0.65984, "loss": 0.65984, "time": 0.49582}
+{"mode": "train", "epoch": 52, "iter": 400, "lr": 0.01845, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.87625, "top5_acc": 0.99438, "loss_cls": 0.6054, "loss": 0.6054, "time": 0.49359}
+{"mode": "train", "epoch": 52, "iter": 500, "lr": 0.01843, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.885, "top5_acc": 0.99375, "loss_cls": 0.57513, "loss": 0.57513, "time": 0.4908}
+{"mode": "train", "epoch": 52, "iter": 600, "lr": 0.01841, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.86438, "top5_acc": 0.99375, "loss_cls": 0.64398, "loss": 0.64398, "time": 0.49105}
+{"mode": "train", "epoch": 52, "iter": 700, "lr": 0.0184, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.87562, "top5_acc": 0.99375, "loss_cls": 0.60486, "loss": 0.60486, "time": 0.48984}
+{"mode": "train", "epoch": 52, "iter": 800, "lr": 0.01838, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.86312, "top5_acc": 0.99688, "loss_cls": 0.64799, "loss": 0.64799, "time": 0.49369}
+{"mode": "train", "epoch": 52, "iter": 900, "lr": 0.01836, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.87938, "top5_acc": 0.9925, "loss_cls": 0.60708, "loss": 0.60708, "time": 0.49369}
+{"mode": "train", "epoch": 52, "iter": 1000, "lr": 0.01834, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.8725, "top5_acc": 0.99062, "loss_cls": 0.63084, "loss": 0.63084, "time": 0.49037}
+{"mode": "train", "epoch": 52, "iter": 1100, "lr": 0.01832, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.86062, "top5_acc": 0.99562, "loss_cls": 0.65203, "loss": 0.65203, "time": 0.49142}
+{"mode": "train", "epoch": 52, "iter": 1200, "lr": 0.01831, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.86062, "top5_acc": 0.99312, "loss_cls": 0.68186, "loss": 0.68186, "time": 0.35942}
+{"mode": "val", "epoch": 52, "iter": 533, "lr": 0.01829, "top1_acc": 0.82267, "top5_acc": 0.99026, "mean_class_accuracy": 0.7573}
+{"mode": "train", "epoch": 53, "iter": 100, "lr": 0.01827, "memory": 4083, "data_time": 0.19634, "top1_acc": 0.86938, "top5_acc": 0.99438, "loss_cls": 0.60646, "loss": 0.60646, "time": 0.80012}
+{"mode": "train", "epoch": 53, "iter": 200, "lr": 0.01826, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.89125, "top5_acc": 0.99562, "loss_cls": 0.57616, "loss": 0.57616, "time": 0.49131}
+{"mode": "train", "epoch": 53, "iter": 300, "lr": 0.01824, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.86562, "top5_acc": 0.99312, "loss_cls": 0.65679, "loss": 0.65679, "time": 0.48985}
+{"mode": "train", "epoch": 53, "iter": 400, "lr": 0.01822, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.885, "top5_acc": 0.99625, "loss_cls": 0.5733, "loss": 0.5733, "time": 0.49646}
+{"mode": "train", "epoch": 53, "iter": 500, "lr": 0.0182, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88188, "top5_acc": 0.9975, "loss_cls": 0.61101, "loss": 0.61101, "time": 0.49153}
+{"mode": "train", "epoch": 53, "iter": 600, "lr": 0.01818, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.87438, "top5_acc": 0.99312, "loss_cls": 0.63537, "loss": 0.63537, "time": 0.48878}
+{"mode": "train", "epoch": 53, "iter": 700, "lr": 0.01816, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.865, "top5_acc": 0.99312, "loss_cls": 0.66549, "loss": 0.66549, "time": 0.49259}
+{"mode": "train", "epoch": 53, "iter": 800, "lr": 0.01815, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.87688, "top5_acc": 0.99438, "loss_cls": 0.60881, "loss": 0.60881, "time": 0.49607}
+{"mode": "train", "epoch": 53, "iter": 900, "lr": 0.01813, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.86938, "top5_acc": 0.99375, "loss_cls": 0.64488, "loss": 0.64488, "time": 0.49261}
+{"mode": "train", "epoch": 53, "iter": 1000, "lr": 0.01811, "memory": 4083, "data_time": 0.00055, "top1_acc": 0.86875, "top5_acc": 0.99438, "loss_cls": 0.62004, "loss": 0.62004, "time": 0.49151}
+{"mode": "train", "epoch": 53, "iter": 1100, "lr": 0.01809, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.88438, "top5_acc": 0.99312, "loss_cls": 0.60332, "loss": 0.60332, "time": 0.49071}
+{"mode": "train", "epoch": 53, "iter": 1200, "lr": 0.01807, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.86812, "top5_acc": 0.99688, "loss_cls": 0.62377, "loss": 0.62377, "time": 0.36135}
+{"mode": "val", "epoch": 53, "iter": 533, "lr": 0.01806, "top1_acc": 0.82138, "top5_acc": 0.98909, "mean_class_accuracy": 0.75154}
+{"mode": "train", "epoch": 54, "iter": 100, "lr": 0.01804, "memory": 4083, "data_time": 0.20084, "top1_acc": 0.88438, "top5_acc": 0.99375, "loss_cls": 0.58829, "loss": 0.58829, "time": 0.80676}
+{"mode": "train", "epoch": 54, "iter": 200, "lr": 0.01802, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88375, "top5_acc": 0.99875, "loss_cls": 0.54677, "loss": 0.54677, "time": 0.49129}
+{"mode": "train", "epoch": 54, "iter": 300, "lr": 0.018, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.87875, "top5_acc": 0.99375, "loss_cls": 0.60772, "loss": 0.60772, "time": 0.49513}
+{"mode": "train", "epoch": 54, "iter": 400, "lr": 0.01798, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.88938, "top5_acc": 0.99688, "loss_cls": 0.56637, "loss": 0.56637, "time": 0.49517}
+{"mode": "train", "epoch": 54, "iter": 500, "lr": 0.01797, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.89, "top5_acc": 0.99562, "loss_cls": 0.56848, "loss": 0.56848, "time": 0.49449}
+{"mode": "train", "epoch": 54, "iter": 600, "lr": 0.01795, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87875, "top5_acc": 0.99562, "loss_cls": 0.61378, "loss": 0.61378, "time": 0.4926}
+{"mode": "train", "epoch": 54, "iter": 700, "lr": 0.01793, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.885, "top5_acc": 0.99562, "loss_cls": 0.60061, "loss": 0.60061, "time": 0.49251}
+{"mode": "train", "epoch": 54, "iter": 800, "lr": 0.01791, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.85812, "top5_acc": 0.99625, "loss_cls": 0.66518, "loss": 0.66518, "time": 0.49274}
+{"mode": "train", "epoch": 54, "iter": 900, "lr": 0.01789, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.87812, "top5_acc": 0.99375, "loss_cls": 0.64702, "loss": 0.64702, "time": 0.49178}
+{"mode": "train", "epoch": 54, "iter": 1000, "lr": 0.01787, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.85438, "top5_acc": 0.99188, "loss_cls": 0.71279, "loss": 0.71279, "time": 0.49537}
+{"mode": "train", "epoch": 54, "iter": 1100, "lr": 0.01786, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89, "top5_acc": 0.99312, "loss_cls": 0.57055, "loss": 0.57055, "time": 0.49758}
+{"mode": "train", "epoch": 54, "iter": 1200, "lr": 0.01784, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.85438, "top5_acc": 0.99312, "loss_cls": 0.70889, "loss": 0.70889, "time": 0.36}
+{"mode": "val", "epoch": 54, "iter": 533, "lr": 0.01782, "top1_acc": 0.82666, "top5_acc": 0.99061, "mean_class_accuracy": 0.77648}
+{"mode": "train", "epoch": 55, "iter": 100, "lr": 0.0178, "memory": 4083, "data_time": 0.20314, "top1_acc": 0.89562, "top5_acc": 0.99375, "loss_cls": 0.545, "loss": 0.545, "time": 0.8148}
+{"mode": "train", "epoch": 55, "iter": 200, "lr": 0.01779, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.90188, "top5_acc": 0.99688, "loss_cls": 0.55312, "loss": 0.55312, "time": 0.49019}
+{"mode": "train", "epoch": 55, "iter": 300, "lr": 0.01777, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88438, "top5_acc": 0.99812, "loss_cls": 0.59077, "loss": 0.59077, "time": 0.49116}
+{"mode": "train", "epoch": 55, "iter": 400, "lr": 0.01775, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.86375, "top5_acc": 0.99438, "loss_cls": 0.65799, "loss": 0.65799, "time": 0.4911}
+{"mode": "train", "epoch": 55, "iter": 500, "lr": 0.01773, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.86688, "top5_acc": 0.99188, "loss_cls": 0.67991, "loss": 0.67991, "time": 0.49156}
+{"mode": "train", "epoch": 55, "iter": 600, "lr": 0.01771, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.89125, "top5_acc": 0.99562, "loss_cls": 0.56656, "loss": 0.56656, "time": 0.49068}
+{"mode": "train", "epoch": 55, "iter": 700, "lr": 0.01769, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8775, "top5_acc": 0.99375, "loss_cls": 0.60694, "loss": 0.60694, "time": 0.49299}
+{"mode": "train", "epoch": 55, "iter": 800, "lr": 0.01767, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.88188, "top5_acc": 0.99625, "loss_cls": 0.61575, "loss": 0.61575, "time": 0.48982}
+{"mode": "train", "epoch": 55, "iter": 900, "lr": 0.01766, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.8725, "top5_acc": 0.99625, "loss_cls": 0.61567, "loss": 0.61567, "time": 0.48957}
+{"mode": "train", "epoch": 55, "iter": 1000, "lr": 0.01764, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.88312, "top5_acc": 0.99688, "loss_cls": 0.58877, "loss": 0.58877, "time": 0.49027}
+{"mode": "train", "epoch": 55, "iter": 1100, "lr": 0.01762, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.87875, "top5_acc": 0.99312, "loss_cls": 0.60908, "loss": 0.60908, "time": 0.49329}
+{"mode": "train", "epoch": 55, "iter": 1200, "lr": 0.0176, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.86125, "top5_acc": 0.99625, "loss_cls": 0.66554, "loss": 0.66554, "time": 0.35814}
+{"mode": "val", "epoch": 55, "iter": 533, "lr": 0.01758, "top1_acc": 0.8296, "top5_acc": 0.98967, "mean_class_accuracy": 0.75535}
+{"mode": "train", "epoch": 56, "iter": 100, "lr": 0.01757, "memory": 4083, "data_time": 0.19615, "top1_acc": 0.90312, "top5_acc": 0.995, "loss_cls": 0.52132, "loss": 0.52132, "time": 0.79924}
+{"mode": "train", "epoch": 56, "iter": 200, "lr": 0.01755, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.88125, "top5_acc": 0.995, "loss_cls": 0.60267, "loss": 0.60267, "time": 0.49209}
+{"mode": "train", "epoch": 56, "iter": 300, "lr": 0.01753, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.88875, "top5_acc": 0.99688, "loss_cls": 0.53169, "loss": 0.53169, "time": 0.49484}
+{"mode": "train", "epoch": 56, "iter": 400, "lr": 0.01751, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.86312, "top5_acc": 0.99375, "loss_cls": 0.68279, "loss": 0.68279, "time": 0.49772}
+{"mode": "train", "epoch": 56, "iter": 500, "lr": 0.01749, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.88625, "top5_acc": 0.99562, "loss_cls": 0.54623, "loss": 0.54623, "time": 0.49208}
+{"mode": "train", "epoch": 56, "iter": 600, "lr": 0.01747, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.87188, "top5_acc": 0.995, "loss_cls": 0.63089, "loss": 0.63089, "time": 0.48972}
+{"mode": "train", "epoch": 56, "iter": 700, "lr": 0.01745, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.86188, "top5_acc": 0.99625, "loss_cls": 0.65373, "loss": 0.65373, "time": 0.49096}
+{"mode": "train", "epoch": 56, "iter": 800, "lr": 0.01743, "memory": 4083, "data_time": 0.00047, "top1_acc": 0.86312, "top5_acc": 0.99188, "loss_cls": 0.69041, "loss": 0.69041, "time": 0.49012}
+{"mode": "train", "epoch": 56, "iter": 900, "lr": 0.01742, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.86688, "top5_acc": 0.99125, "loss_cls": 0.66371, "loss": 0.66371, "time": 0.48984}
+{"mode": "train", "epoch": 56, "iter": 1000, "lr": 0.0174, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.87625, "top5_acc": 0.99375, "loss_cls": 0.6129, "loss": 0.6129, "time": 0.48956}
+{"mode": "train", "epoch": 56, "iter": 1100, "lr": 0.01738, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.86688, "top5_acc": 0.9975, "loss_cls": 0.62401, "loss": 0.62401, "time": 0.49403}
+{"mode": "train", "epoch": 56, "iter": 1200, "lr": 0.01736, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.8775, "top5_acc": 0.99562, "loss_cls": 0.63432, "loss": 0.63432, "time": 0.37255}
+{"mode": "val", "epoch": 56, "iter": 533, "lr": 0.01734, "top1_acc": 0.83605, "top5_acc": 0.98885, "mean_class_accuracy": 0.76874}
+{"mode": "train", "epoch": 57, "iter": 100, "lr": 0.01733, "memory": 4083, "data_time": 0.19507, "top1_acc": 0.88312, "top5_acc": 0.99438, "loss_cls": 0.59539, "loss": 0.59539, "time": 0.81105}
+{"mode": "train", "epoch": 57, "iter": 200, "lr": 0.01731, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88562, "top5_acc": 0.9975, "loss_cls": 0.55303, "loss": 0.55303, "time": 0.49561}
+{"mode": "train", "epoch": 57, "iter": 300, "lr": 0.01729, "memory": 4083, "data_time": 0.00059, "top1_acc": 0.88188, "top5_acc": 0.99688, "loss_cls": 0.53781, "loss": 0.53781, "time": 0.49374}
+{"mode": "train", "epoch": 57, "iter": 400, "lr": 0.01727, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.89938, "top5_acc": 0.99812, "loss_cls": 0.52624, "loss": 0.52624, "time": 0.49264}
+{"mode": "train", "epoch": 57, "iter": 500, "lr": 0.01725, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.88938, "top5_acc": 0.995, "loss_cls": 0.55533, "loss": 0.55533, "time": 0.49183}
+{"mode": "train", "epoch": 57, "iter": 600, "lr": 0.01723, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.87375, "top5_acc": 0.99562, "loss_cls": 0.60566, "loss": 0.60566, "time": 0.49033}
+{"mode": "train", "epoch": 57, "iter": 700, "lr": 0.01721, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88438, "top5_acc": 0.995, "loss_cls": 0.57044, "loss": 0.57044, "time": 0.49346}
+{"mode": "train", "epoch": 57, "iter": 800, "lr": 0.01719, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87938, "top5_acc": 0.99062, "loss_cls": 0.61617, "loss": 0.61617, "time": 0.4885}
+{"mode": "train", "epoch": 57, "iter": 900, "lr": 0.01717, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.88312, "top5_acc": 0.99375, "loss_cls": 0.58186, "loss": 0.58186, "time": 0.4914}
+{"mode": "train", "epoch": 57, "iter": 1000, "lr": 0.01716, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.87625, "top5_acc": 0.99312, "loss_cls": 0.63325, "loss": 0.63325, "time": 0.49401}
+{"mode": "train", "epoch": 57, "iter": 1100, "lr": 0.01714, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.8775, "top5_acc": 0.99625, "loss_cls": 0.5986, "loss": 0.5986, "time": 0.49095}
+{"mode": "train", "epoch": 57, "iter": 1200, "lr": 0.01712, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.88188, "top5_acc": 0.99562, "loss_cls": 0.59512, "loss": 0.59512, "time": 0.3589}
+{"mode": "val", "epoch": 57, "iter": 533, "lr": 0.0171, "top1_acc": 0.81798, "top5_acc": 0.98697, "mean_class_accuracy": 0.76769}
+{"mode": "train", "epoch": 58, "iter": 100, "lr": 0.01708, "memory": 4083, "data_time": 0.20159, "top1_acc": 0.86188, "top5_acc": 0.9975, "loss_cls": 0.67743, "loss": 0.67743, "time": 0.81756}
+{"mode": "train", "epoch": 58, "iter": 200, "lr": 0.01706, "memory": 4083, "data_time": 0.0005, "top1_acc": 0.88125, "top5_acc": 0.99625, "loss_cls": 0.62275, "loss": 0.62275, "time": 0.49145}
+{"mode": "train", "epoch": 58, "iter": 300, "lr": 0.01704, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.9, "top5_acc": 0.99938, "loss_cls": 0.50368, "loss": 0.50368, "time": 0.49384}
+{"mode": "train", "epoch": 58, "iter": 400, "lr": 0.01703, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87562, "top5_acc": 0.99688, "loss_cls": 0.59107, "loss": 0.59107, "time": 0.49367}
+{"mode": "train", "epoch": 58, "iter": 500, "lr": 0.01701, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8775, "top5_acc": 0.99688, "loss_cls": 0.59462, "loss": 0.59462, "time": 0.4916}
+{"mode": "train", "epoch": 58, "iter": 600, "lr": 0.01699, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89062, "top5_acc": 0.99625, "loss_cls": 0.55529, "loss": 0.55529, "time": 0.4931}
+{"mode": "train", "epoch": 58, "iter": 700, "lr": 0.01697, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.87188, "top5_acc": 0.99875, "loss_cls": 0.61252, "loss": 0.61252, "time": 0.491}
+{"mode": "train", "epoch": 58, "iter": 800, "lr": 0.01695, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.8825, "top5_acc": 0.99438, "loss_cls": 0.58333, "loss": 0.58333, "time": 0.49225}
+{"mode": "train", "epoch": 58, "iter": 900, "lr": 0.01693, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88, "top5_acc": 0.99438, "loss_cls": 0.62363, "loss": 0.62363, "time": 0.49419}
+{"mode": "train", "epoch": 58, "iter": 1000, "lr": 0.01691, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87562, "top5_acc": 0.99562, "loss_cls": 0.59239, "loss": 0.59239, "time": 0.48879}
+{"mode": "train", "epoch": 58, "iter": 1100, "lr": 0.01689, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.88438, "top5_acc": 0.99875, "loss_cls": 0.54188, "loss": 0.54188, "time": 0.49303}
+{"mode": "train", "epoch": 58, "iter": 1200, "lr": 0.01687, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.87312, "top5_acc": 0.99188, "loss_cls": 0.62928, "loss": 0.62928, "time": 0.3468}
+{"mode": "val", "epoch": 58, "iter": 533, "lr": 0.01686, "top1_acc": 0.83429, "top5_acc": 0.98979, "mean_class_accuracy": 0.76257}
+{"mode": "train", "epoch": 59, "iter": 100, "lr": 0.01684, "memory": 4083, "data_time": 0.19602, "top1_acc": 0.89188, "top5_acc": 0.99625, "loss_cls": 0.5781, "loss": 0.5781, "time": 0.80738}
+{"mode": "train", "epoch": 59, "iter": 200, "lr": 0.01682, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.89625, "top5_acc": 0.99688, "loss_cls": 0.52437, "loss": 0.52437, "time": 0.49087}
+{"mode": "train", "epoch": 59, "iter": 300, "lr": 0.0168, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.87438, "top5_acc": 0.99812, "loss_cls": 0.63176, "loss": 0.63176, "time": 0.48901}
+{"mode": "train", "epoch": 59, "iter": 400, "lr": 0.01678, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.90062, "top5_acc": 0.99625, "loss_cls": 0.52897, "loss": 0.52897, "time": 0.49252}
+{"mode": "train", "epoch": 59, "iter": 500, "lr": 0.01676, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.87562, "top5_acc": 0.99312, "loss_cls": 0.59506, "loss": 0.59506, "time": 0.48992}
+{"mode": "train", "epoch": 59, "iter": 600, "lr": 0.01674, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.88875, "top5_acc": 0.99562, "loss_cls": 0.57498, "loss": 0.57498, "time": 0.48988}
+{"mode": "train", "epoch": 59, "iter": 700, "lr": 0.01672, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87812, "top5_acc": 0.99562, "loss_cls": 0.60681, "loss": 0.60681, "time": 0.48934}
+{"mode": "train", "epoch": 59, "iter": 800, "lr": 0.0167, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.87938, "top5_acc": 0.99625, "loss_cls": 0.59541, "loss": 0.59541, "time": 0.48901}
+{"mode": "train", "epoch": 59, "iter": 900, "lr": 0.01668, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.8775, "top5_acc": 0.99438, "loss_cls": 0.59113, "loss": 0.59113, "time": 0.49313}
+{"mode": "train", "epoch": 59, "iter": 1000, "lr": 0.01667, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.87875, "top5_acc": 0.99438, "loss_cls": 0.60929, "loss": 0.60929, "time": 0.49316}
+{"mode": "train", "epoch": 59, "iter": 1100, "lr": 0.01665, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.88, "top5_acc": 0.995, "loss_cls": 0.58456, "loss": 0.58456, "time": 0.49049}
+{"mode": "train", "epoch": 59, "iter": 1200, "lr": 0.01663, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.87312, "top5_acc": 0.99438, "loss_cls": 0.64201, "loss": 0.64201, "time": 0.35869}
+{"mode": "val", "epoch": 59, "iter": 533, "lr": 0.01661, "top1_acc": 0.82631, "top5_acc": 0.98967, "mean_class_accuracy": 0.76988}
+{"mode": "train", "epoch": 60, "iter": 100, "lr": 0.01659, "memory": 4083, "data_time": 0.19676, "top1_acc": 0.89625, "top5_acc": 0.99938, "loss_cls": 0.52833, "loss": 0.52833, "time": 0.80608}
+{"mode": "train", "epoch": 60, "iter": 200, "lr": 0.01657, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8975, "top5_acc": 0.99875, "loss_cls": 0.52111, "loss": 0.52111, "time": 0.48849}
+{"mode": "train", "epoch": 60, "iter": 300, "lr": 0.01655, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.875, "top5_acc": 0.995, "loss_cls": 0.59133, "loss": 0.59133, "time": 0.4938}
+{"mode": "train", "epoch": 60, "iter": 400, "lr": 0.01653, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.90125, "top5_acc": 0.99625, "loss_cls": 0.539, "loss": 0.539, "time": 0.49243}
+{"mode": "train", "epoch": 60, "iter": 500, "lr": 0.01651, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.875, "top5_acc": 0.99812, "loss_cls": 0.5924, "loss": 0.5924, "time": 0.49393}
+{"mode": "train", "epoch": 60, "iter": 600, "lr": 0.0165, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89312, "top5_acc": 0.99625, "loss_cls": 0.5736, "loss": 0.5736, "time": 0.48707}
+{"mode": "train", "epoch": 60, "iter": 700, "lr": 0.01648, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.87312, "top5_acc": 0.99312, "loss_cls": 0.59825, "loss": 0.59825, "time": 0.4913}
+{"mode": "train", "epoch": 60, "iter": 800, "lr": 0.01646, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.89, "top5_acc": 0.99875, "loss_cls": 0.55406, "loss": 0.55406, "time": 0.49499}
+{"mode": "train", "epoch": 60, "iter": 900, "lr": 0.01644, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.8725, "top5_acc": 0.995, "loss_cls": 0.61521, "loss": 0.61521, "time": 0.49243}
+{"mode": "train", "epoch": 60, "iter": 1000, "lr": 0.01642, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.89312, "top5_acc": 0.99625, "loss_cls": 0.52295, "loss": 0.52295, "time": 0.4918}
+{"mode": "train", "epoch": 60, "iter": 1100, "lr": 0.0164, "memory": 4083, "data_time": 0.00053, "top1_acc": 0.89062, "top5_acc": 0.9975, "loss_cls": 0.55349, "loss": 0.55349, "time": 0.49002}
+{"mode": "train", "epoch": 60, "iter": 1200, "lr": 0.01638, "memory": 4083, "data_time": 0.00046, "top1_acc": 0.87688, "top5_acc": 0.99438, "loss_cls": 0.63026, "loss": 0.63026, "time": 0.36609}
+{"mode": "val", "epoch": 60, "iter": 533, "lr": 0.01636, "top1_acc": 0.84755, "top5_acc": 0.99061, "mean_class_accuracy": 0.78463}
+{"mode": "train", "epoch": 61, "iter": 100, "lr": 0.01634, "memory": 4083, "data_time": 0.19212, "top1_acc": 0.88625, "top5_acc": 0.99688, "loss_cls": 0.52638, "loss": 0.52638, "time": 0.81051}
+{"mode": "train", "epoch": 61, "iter": 200, "lr": 0.01632, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.90188, "top5_acc": 0.99875, "loss_cls": 0.49678, "loss": 0.49678, "time": 0.49197}
+{"mode": "train", "epoch": 61, "iter": 300, "lr": 0.0163, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.88625, "top5_acc": 0.99688, "loss_cls": 0.53564, "loss": 0.53564, "time": 0.49099}
+{"mode": "train", "epoch": 61, "iter": 400, "lr": 0.01629, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89125, "top5_acc": 0.99562, "loss_cls": 0.54054, "loss": 0.54054, "time": 0.49151}
+{"mode": "train", "epoch": 61, "iter": 500, "lr": 0.01627, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.90562, "top5_acc": 0.99938, "loss_cls": 0.49195, "loss": 0.49195, "time": 0.49084}
+{"mode": "train", "epoch": 61, "iter": 600, "lr": 0.01625, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.86938, "top5_acc": 0.9975, "loss_cls": 0.60999, "loss": 0.60999, "time": 0.48873}
+{"mode": "train", "epoch": 61, "iter": 700, "lr": 0.01623, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.90062, "top5_acc": 0.99562, "loss_cls": 0.54947, "loss": 0.54947, "time": 0.49102}
+{"mode": "train", "epoch": 61, "iter": 800, "lr": 0.01621, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.88875, "top5_acc": 0.99562, "loss_cls": 0.55804, "loss": 0.55804, "time": 0.49355}
+{"mode": "train", "epoch": 61, "iter": 900, "lr": 0.01619, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.8725, "top5_acc": 0.99562, "loss_cls": 0.6288, "loss": 0.6288, "time": 0.49344}
+{"mode": "train", "epoch": 61, "iter": 1000, "lr": 0.01617, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.87125, "top5_acc": 0.9925, "loss_cls": 0.61564, "loss": 0.61564, "time": 0.4917}
+{"mode": "train", "epoch": 61, "iter": 1100, "lr": 0.01615, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.86375, "top5_acc": 0.99688, "loss_cls": 0.62035, "loss": 0.62035, "time": 0.49163}
+{"mode": "train", "epoch": 61, "iter": 1200, "lr": 0.01613, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.89188, "top5_acc": 0.99438, "loss_cls": 0.56858, "loss": 0.56858, "time": 0.36614}
+{"mode": "val", "epoch": 61, "iter": 533, "lr": 0.01611, "top1_acc": 0.84075, "top5_acc": 0.99096, "mean_class_accuracy": 0.79578}
+{"mode": "train", "epoch": 62, "iter": 100, "lr": 0.01609, "memory": 4083, "data_time": 0.19555, "top1_acc": 0.905, "top5_acc": 0.99688, "loss_cls": 0.50722, "loss": 0.50722, "time": 0.80082}
+{"mode": "train", "epoch": 62, "iter": 200, "lr": 0.01607, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.89688, "top5_acc": 0.99812, "loss_cls": 0.52004, "loss": 0.52004, "time": 0.49053}
+{"mode": "train", "epoch": 62, "iter": 300, "lr": 0.01605, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.905, "top5_acc": 0.99875, "loss_cls": 0.47244, "loss": 0.47244, "time": 0.48813}
+{"mode": "train", "epoch": 62, "iter": 400, "lr": 0.01603, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.895, "top5_acc": 0.99812, "loss_cls": 0.51666, "loss": 0.51666, "time": 0.49056}
+{"mode": "train", "epoch": 62, "iter": 500, "lr": 0.01602, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.90188, "top5_acc": 0.99875, "loss_cls": 0.51408, "loss": 0.51408, "time": 0.49045}
+{"mode": "train", "epoch": 62, "iter": 600, "lr": 0.016, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88625, "top5_acc": 0.9975, "loss_cls": 0.52753, "loss": 0.52753, "time": 0.49162}
+{"mode": "train", "epoch": 62, "iter": 700, "lr": 0.01598, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88562, "top5_acc": 0.99625, "loss_cls": 0.53437, "loss": 0.53437, "time": 0.49194}
+{"mode": "train", "epoch": 62, "iter": 800, "lr": 0.01596, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.87688, "top5_acc": 0.9975, "loss_cls": 0.56499, "loss": 0.56499, "time": 0.49225}
+{"mode": "train", "epoch": 62, "iter": 900, "lr": 0.01594, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.88438, "top5_acc": 0.995, "loss_cls": 0.60054, "loss": 0.60054, "time": 0.49308}
+{"mode": "train", "epoch": 62, "iter": 1000, "lr": 0.01592, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.8925, "top5_acc": 0.99562, "loss_cls": 0.54448, "loss": 0.54448, "time": 0.49043}
+{"mode": "train", "epoch": 62, "iter": 1100, "lr": 0.0159, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.8825, "top5_acc": 0.99688, "loss_cls": 0.59875, "loss": 0.59875, "time": 0.4942}
+{"mode": "train", "epoch": 62, "iter": 1200, "lr": 0.01588, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.8975, "top5_acc": 0.99688, "loss_cls": 0.53962, "loss": 0.53962, "time": 0.35853}
+{"mode": "val", "epoch": 62, "iter": 533, "lr": 0.01586, "top1_acc": 0.85107, "top5_acc": 0.99014, "mean_class_accuracy": 0.77902}
+{"mode": "train", "epoch": 63, "iter": 100, "lr": 0.01584, "memory": 4083, "data_time": 0.19535, "top1_acc": 0.895, "top5_acc": 0.99625, "loss_cls": 0.52449, "loss": 0.52449, "time": 0.79679}
+{"mode": "train", "epoch": 63, "iter": 200, "lr": 0.01582, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.90125, "top5_acc": 0.99688, "loss_cls": 0.5144, "loss": 0.5144, "time": 0.49142}
+{"mode": "train", "epoch": 63, "iter": 300, "lr": 0.0158, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.89688, "top5_acc": 0.99562, "loss_cls": 0.52504, "loss": 0.52504, "time": 0.49253}
+{"mode": "train", "epoch": 63, "iter": 400, "lr": 0.01578, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89312, "top5_acc": 0.99625, "loss_cls": 0.53403, "loss": 0.53403, "time": 0.49459}
+{"mode": "train", "epoch": 63, "iter": 500, "lr": 0.01576, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.90688, "top5_acc": 0.99688, "loss_cls": 0.50719, "loss": 0.50719, "time": 0.49333}
+{"mode": "train", "epoch": 63, "iter": 600, "lr": 0.01574, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89688, "top5_acc": 0.99875, "loss_cls": 0.49434, "loss": 0.49434, "time": 0.49053}
+{"mode": "train", "epoch": 63, "iter": 700, "lr": 0.01572, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.90125, "top5_acc": 0.99688, "loss_cls": 0.50778, "loss": 0.50778, "time": 0.49312}
+{"mode": "train", "epoch": 63, "iter": 800, "lr": 0.0157, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89188, "top5_acc": 0.99688, "loss_cls": 0.54956, "loss": 0.54956, "time": 0.48981}
+{"mode": "train", "epoch": 63, "iter": 900, "lr": 0.01568, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.88, "top5_acc": 0.99562, "loss_cls": 0.5873, "loss": 0.5873, "time": 0.49275}
+{"mode": "train", "epoch": 63, "iter": 1000, "lr": 0.01566, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.895, "top5_acc": 0.99625, "loss_cls": 0.52635, "loss": 0.52635, "time": 0.48989}
+{"mode": "train", "epoch": 63, "iter": 1100, "lr": 0.01564, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.88812, "top5_acc": 0.99688, "loss_cls": 0.54912, "loss": 0.54912, "time": 0.49449}
+{"mode": "train", "epoch": 63, "iter": 1200, "lr": 0.01562, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.88312, "top5_acc": 0.99562, "loss_cls": 0.60819, "loss": 0.60819, "time": 0.37182}
+{"mode": "val", "epoch": 63, "iter": 533, "lr": 0.01561, "top1_acc": 0.83793, "top5_acc": 0.9885, "mean_class_accuracy": 0.76171}
+{"mode": "train", "epoch": 64, "iter": 100, "lr": 0.01559, "memory": 4083, "data_time": 0.1945, "top1_acc": 0.89625, "top5_acc": 0.9975, "loss_cls": 0.5251, "loss": 0.5251, "time": 0.81582}
+{"mode": "train", "epoch": 64, "iter": 200, "lr": 0.01557, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.90438, "top5_acc": 0.99812, "loss_cls": 0.47756, "loss": 0.47756, "time": 0.48875}
+{"mode": "train", "epoch": 64, "iter": 300, "lr": 0.01555, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89812, "top5_acc": 0.99562, "loss_cls": 0.54695, "loss": 0.54695, "time": 0.4946}
+{"mode": "train", "epoch": 64, "iter": 400, "lr": 0.01553, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.89438, "top5_acc": 0.9975, "loss_cls": 0.53977, "loss": 0.53977, "time": 0.49519}
+{"mode": "train", "epoch": 64, "iter": 500, "lr": 0.01551, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.87625, "top5_acc": 0.995, "loss_cls": 0.60285, "loss": 0.60285, "time": 0.49331}
+{"mode": "train", "epoch": 64, "iter": 600, "lr": 0.01549, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.89562, "top5_acc": 0.99688, "loss_cls": 0.53749, "loss": 0.53749, "time": 0.49144}
+{"mode": "train", "epoch": 64, "iter": 700, "lr": 0.01547, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.90188, "top5_acc": 0.99062, "loss_cls": 0.54925, "loss": 0.54925, "time": 0.49136}
+{"mode": "train", "epoch": 64, "iter": 800, "lr": 0.01545, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88125, "top5_acc": 0.99625, "loss_cls": 0.56733, "loss": 0.56733, "time": 0.48882}
+{"mode": "train", "epoch": 64, "iter": 900, "lr": 0.01543, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89062, "top5_acc": 0.99312, "loss_cls": 0.55643, "loss": 0.55643, "time": 0.49143}
+{"mode": "train", "epoch": 64, "iter": 1000, "lr": 0.01541, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.8875, "top5_acc": 0.99438, "loss_cls": 0.57, "loss": 0.57, "time": 0.49285}
+{"mode": "train", "epoch": 64, "iter": 1100, "lr": 0.01539, "memory": 4083, "data_time": 0.0006, "top1_acc": 0.88188, "top5_acc": 0.99625, "loss_cls": 0.57321, "loss": 0.57321, "time": 0.49237}
+{"mode": "train", "epoch": 64, "iter": 1200, "lr": 0.01537, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.8925, "top5_acc": 0.99562, "loss_cls": 0.55785, "loss": 0.55785, "time": 0.35805}
+{"mode": "val", "epoch": 64, "iter": 533, "lr": 0.01535, "top1_acc": 0.8438, "top5_acc": 0.99026, "mean_class_accuracy": 0.7733}
+{"mode": "train", "epoch": 65, "iter": 100, "lr": 0.01533, "memory": 4083, "data_time": 0.19211, "top1_acc": 0.89938, "top5_acc": 0.99438, "loss_cls": 0.49655, "loss": 0.49655, "time": 0.81151}
+{"mode": "train", "epoch": 65, "iter": 200, "lr": 0.01531, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.90375, "top5_acc": 0.99688, "loss_cls": 0.47305, "loss": 0.47305, "time": 0.49446}
+{"mode": "train", "epoch": 65, "iter": 300, "lr": 0.01529, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89125, "top5_acc": 0.99688, "loss_cls": 0.58029, "loss": 0.58029, "time": 0.49317}
+{"mode": "train", "epoch": 65, "iter": 400, "lr": 0.01527, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.9025, "top5_acc": 0.99938, "loss_cls": 0.49173, "loss": 0.49173, "time": 0.49352}
+{"mode": "train", "epoch": 65, "iter": 500, "lr": 0.01526, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.89125, "top5_acc": 0.9975, "loss_cls": 0.53624, "loss": 0.53624, "time": 0.48737}
+{"mode": "train", "epoch": 65, "iter": 600, "lr": 0.01524, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.89, "top5_acc": 0.99688, "loss_cls": 0.56083, "loss": 0.56083, "time": 0.4935}
+{"mode": "train", "epoch": 65, "iter": 700, "lr": 0.01522, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.90688, "top5_acc": 0.99688, "loss_cls": 0.50471, "loss": 0.50471, "time": 0.49546}
+{"mode": "train", "epoch": 65, "iter": 800, "lr": 0.0152, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.89812, "top5_acc": 0.9975, "loss_cls": 0.49734, "loss": 0.49734, "time": 0.493}
+{"mode": "train", "epoch": 65, "iter": 900, "lr": 0.01518, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.89188, "top5_acc": 0.99562, "loss_cls": 0.53127, "loss": 0.53127, "time": 0.49212}
+{"mode": "train", "epoch": 65, "iter": 1000, "lr": 0.01516, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.88188, "top5_acc": 0.995, "loss_cls": 0.61086, "loss": 0.61086, "time": 0.49112}
+{"mode": "train", "epoch": 65, "iter": 1100, "lr": 0.01514, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.90938, "top5_acc": 0.99625, "loss_cls": 0.49054, "loss": 0.49054, "time": 0.49344}
+{"mode": "train", "epoch": 65, "iter": 1200, "lr": 0.01512, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89188, "top5_acc": 0.99625, "loss_cls": 0.5387, "loss": 0.5387, "time": 0.36308}
+{"mode": "val", "epoch": 65, "iter": 533, "lr": 0.0151, "top1_acc": 0.8384, "top5_acc": 0.98733, "mean_class_accuracy": 0.78516}
+{"mode": "train", "epoch": 66, "iter": 100, "lr": 0.01508, "memory": 4083, "data_time": 0.19234, "top1_acc": 0.90312, "top5_acc": 0.99688, "loss_cls": 0.5048, "loss": 0.5048, "time": 0.78418}
+{"mode": "train", "epoch": 66, "iter": 200, "lr": 0.01506, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.92, "top5_acc": 0.99875, "loss_cls": 0.41319, "loss": 0.41319, "time": 0.49411}
+{"mode": "train", "epoch": 66, "iter": 300, "lr": 0.01504, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.8875, "top5_acc": 0.99625, "loss_cls": 0.54663, "loss": 0.54663, "time": 0.4918}
+{"mode": "train", "epoch": 66, "iter": 400, "lr": 0.01502, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89188, "top5_acc": 0.9975, "loss_cls": 0.49612, "loss": 0.49612, "time": 0.48898}
+{"mode": "train", "epoch": 66, "iter": 500, "lr": 0.015, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.91812, "top5_acc": 0.99625, "loss_cls": 0.4503, "loss": 0.4503, "time": 0.49086}
+{"mode": "train", "epoch": 66, "iter": 600, "lr": 0.01498, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.8975, "top5_acc": 0.995, "loss_cls": 0.55419, "loss": 0.55419, "time": 0.49043}
+{"mode": "train", "epoch": 66, "iter": 700, "lr": 0.01496, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.8875, "top5_acc": 0.99625, "loss_cls": 0.54214, "loss": 0.54214, "time": 0.49618}
+{"mode": "train", "epoch": 66, "iter": 800, "lr": 0.01494, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89875, "top5_acc": 0.99812, "loss_cls": 0.53395, "loss": 0.53395, "time": 0.49147}
+{"mode": "train", "epoch": 66, "iter": 900, "lr": 0.01492, "memory": 4083, "data_time": 0.00046, "top1_acc": 0.89125, "top5_acc": 0.99625, "loss_cls": 0.53729, "loss": 0.53729, "time": 0.49057}
+{"mode": "train", "epoch": 66, "iter": 1000, "lr": 0.0149, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.92125, "top5_acc": 0.9975, "loss_cls": 0.45068, "loss": 0.45068, "time": 0.49482}
+{"mode": "train", "epoch": 66, "iter": 1100, "lr": 0.01488, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.90312, "top5_acc": 0.995, "loss_cls": 0.53071, "loss": 0.53071, "time": 0.48981}
+{"mode": "train", "epoch": 66, "iter": 1200, "lr": 0.01486, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.88625, "top5_acc": 0.9975, "loss_cls": 0.53183, "loss": 0.53183, "time": 0.38012}
+{"mode": "val", "epoch": 66, "iter": 533, "lr": 0.01484, "top1_acc": 0.84826, "top5_acc": 0.9912, "mean_class_accuracy": 0.79522}
+{"mode": "train", "epoch": 67, "iter": 100, "lr": 0.01482, "memory": 4083, "data_time": 0.19045, "top1_acc": 0.8975, "top5_acc": 0.99688, "loss_cls": 0.50381, "loss": 0.50381, "time": 0.80573}
+{"mode": "train", "epoch": 67, "iter": 200, "lr": 0.0148, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.9, "top5_acc": 0.9975, "loss_cls": 0.51394, "loss": 0.51394, "time": 0.49116}
+{"mode": "train", "epoch": 67, "iter": 300, "lr": 0.01478, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.89938, "top5_acc": 0.99812, "loss_cls": 0.4975, "loss": 0.4975, "time": 0.49034}
+{"mode": "train", "epoch": 67, "iter": 400, "lr": 0.01476, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.90375, "top5_acc": 0.99562, "loss_cls": 0.49148, "loss": 0.49148, "time": 0.49249}
+{"mode": "train", "epoch": 67, "iter": 500, "lr": 0.01474, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.90062, "top5_acc": 0.99688, "loss_cls": 0.49182, "loss": 0.49182, "time": 0.4885}
+{"mode": "train", "epoch": 67, "iter": 600, "lr": 0.01472, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.8925, "top5_acc": 0.99812, "loss_cls": 0.54229, "loss": 0.54229, "time": 0.48707}
+{"mode": "train", "epoch": 67, "iter": 700, "lr": 0.0147, "memory": 4083, "data_time": 0.00051, "top1_acc": 0.88875, "top5_acc": 0.99625, "loss_cls": 0.54484, "loss": 0.54484, "time": 0.49202}
+{"mode": "train", "epoch": 67, "iter": 800, "lr": 0.01468, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89875, "top5_acc": 0.99562, "loss_cls": 0.5161, "loss": 0.5161, "time": 0.48885}
+{"mode": "train", "epoch": 67, "iter": 900, "lr": 0.01466, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.89312, "top5_acc": 0.99375, "loss_cls": 0.52715, "loss": 0.52715, "time": 0.49268}
+{"mode": "train", "epoch": 67, "iter": 1000, "lr": 0.01464, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.89938, "top5_acc": 0.99562, "loss_cls": 0.52628, "loss": 0.52628, "time": 0.4927}
+{"mode": "train", "epoch": 67, "iter": 1100, "lr": 0.01462, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.89812, "top5_acc": 0.99625, "loss_cls": 0.51161, "loss": 0.51161, "time": 0.495}
+{"mode": "train", "epoch": 67, "iter": 1200, "lr": 0.0146, "memory": 4083, "data_time": 0.00053, "top1_acc": 0.9, "top5_acc": 0.99625, "loss_cls": 0.51374, "loss": 0.51374, "time": 0.37007}
+{"mode": "val", "epoch": 67, "iter": 533, "lr": 0.01458, "top1_acc": 0.83194, "top5_acc": 0.98944, "mean_class_accuracy": 0.75865}
+{"mode": "train", "epoch": 68, "iter": 100, "lr": 0.01456, "memory": 4083, "data_time": 0.19715, "top1_acc": 0.90562, "top5_acc": 0.9975, "loss_cls": 0.47802, "loss": 0.47802, "time": 0.7965}
+{"mode": "train", "epoch": 68, "iter": 200, "lr": 0.01454, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.9025, "top5_acc": 0.99438, "loss_cls": 0.49486, "loss": 0.49486, "time": 0.49505}
+{"mode": "train", "epoch": 68, "iter": 300, "lr": 0.01452, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.90188, "top5_acc": 0.99875, "loss_cls": 0.51073, "loss": 0.51073, "time": 0.49064}
+{"mode": "train", "epoch": 68, "iter": 400, "lr": 0.0145, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9075, "top5_acc": 0.99625, "loss_cls": 0.47187, "loss": 0.47187, "time": 0.49094}
+{"mode": "train", "epoch": 68, "iter": 500, "lr": 0.01448, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.90375, "top5_acc": 0.99625, "loss_cls": 0.48486, "loss": 0.48486, "time": 0.49134}
+{"mode": "train", "epoch": 68, "iter": 600, "lr": 0.01446, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9125, "top5_acc": 0.99938, "loss_cls": 0.45449, "loss": 0.45449, "time": 0.49145}
+{"mode": "train", "epoch": 68, "iter": 700, "lr": 0.01444, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.9, "top5_acc": 0.99625, "loss_cls": 0.51197, "loss": 0.51197, "time": 0.4912}
+{"mode": "train", "epoch": 68, "iter": 800, "lr": 0.01442, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.90562, "top5_acc": 0.99562, "loss_cls": 0.50823, "loss": 0.50823, "time": 0.4906}
+{"mode": "train", "epoch": 68, "iter": 900, "lr": 0.0144, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.90062, "top5_acc": 0.99625, "loss_cls": 0.52136, "loss": 0.52136, "time": 0.49152}
+{"mode": "train", "epoch": 68, "iter": 1000, "lr": 0.01438, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.905, "top5_acc": 0.99688, "loss_cls": 0.45685, "loss": 0.45685, "time": 0.48884}
+{"mode": "train", "epoch": 68, "iter": 1100, "lr": 0.01436, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.895, "top5_acc": 0.99812, "loss_cls": 0.50224, "loss": 0.50224, "time": 0.49266}
+{"mode": "train", "epoch": 68, "iter": 1200, "lr": 0.01434, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.89812, "top5_acc": 0.9975, "loss_cls": 0.50927, "loss": 0.50927, "time": 0.36729}
+{"mode": "val", "epoch": 68, "iter": 533, "lr": 0.01433, "top1_acc": 0.83734, "top5_acc": 0.98322, "mean_class_accuracy": 0.78311}
+{"mode": "train", "epoch": 69, "iter": 100, "lr": 0.01431, "memory": 4083, "data_time": 0.19621, "top1_acc": 0.9125, "top5_acc": 0.99812, "loss_cls": 0.48205, "loss": 0.48205, "time": 0.78637}
+{"mode": "train", "epoch": 69, "iter": 200, "lr": 0.01429, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.92188, "top5_acc": 0.99688, "loss_cls": 0.4719, "loss": 0.4719, "time": 0.49186}
+{"mode": "train", "epoch": 69, "iter": 300, "lr": 0.01427, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.9, "top5_acc": 0.9975, "loss_cls": 0.48913, "loss": 0.48913, "time": 0.4942}
+{"mode": "train", "epoch": 69, "iter": 400, "lr": 0.01425, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.88875, "top5_acc": 0.99438, "loss_cls": 0.57407, "loss": 0.57407, "time": 0.48788}
+{"mode": "train", "epoch": 69, "iter": 500, "lr": 0.01423, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.89812, "top5_acc": 0.9975, "loss_cls": 0.51452, "loss": 0.51452, "time": 0.49093}
+{"mode": "train", "epoch": 69, "iter": 600, "lr": 0.0142, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.89938, "top5_acc": 0.99938, "loss_cls": 0.50959, "loss": 0.50959, "time": 0.48962}
+{"mode": "train", "epoch": 69, "iter": 700, "lr": 0.01418, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.89812, "top5_acc": 0.9975, "loss_cls": 0.51085, "loss": 0.51085, "time": 0.49162}
+{"mode": "train", "epoch": 69, "iter": 800, "lr": 0.01416, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.89312, "top5_acc": 0.9975, "loss_cls": 0.54422, "loss": 0.54422, "time": 0.49256}
+{"mode": "train", "epoch": 69, "iter": 900, "lr": 0.01414, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.88125, "top5_acc": 0.995, "loss_cls": 0.58409, "loss": 0.58409, "time": 0.49174}
+{"mode": "train", "epoch": 69, "iter": 1000, "lr": 0.01412, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9125, "top5_acc": 0.99812, "loss_cls": 0.47394, "loss": 0.47394, "time": 0.49115}
+{"mode": "train", "epoch": 69, "iter": 1100, "lr": 0.0141, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.91375, "top5_acc": 0.99875, "loss_cls": 0.45702, "loss": 0.45702, "time": 0.48882}
+{"mode": "train", "epoch": 69, "iter": 1200, "lr": 0.01408, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.91688, "top5_acc": 0.99938, "loss_cls": 0.44013, "loss": 0.44013, "time": 0.38589}
+{"mode": "val", "epoch": 69, "iter": 533, "lr": 0.01407, "top1_acc": 0.84427, "top5_acc": 0.99002, "mean_class_accuracy": 0.7936}
+{"mode": "train", "epoch": 70, "iter": 100, "lr": 0.01405, "memory": 4083, "data_time": 0.1933, "top1_acc": 0.92, "top5_acc": 0.99625, "loss_cls": 0.43566, "loss": 0.43566, "time": 0.79484}
+{"mode": "train", "epoch": 70, "iter": 200, "lr": 0.01403, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.90625, "top5_acc": 0.99875, "loss_cls": 0.46647, "loss": 0.46647, "time": 0.49324}
+{"mode": "train", "epoch": 70, "iter": 300, "lr": 0.01401, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91125, "top5_acc": 0.99875, "loss_cls": 0.4503, "loss": 0.4503, "time": 0.48992}
+{"mode": "train", "epoch": 70, "iter": 400, "lr": 0.01399, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.925, "top5_acc": 1.0, "loss_cls": 0.40025, "loss": 0.40025, "time": 0.49201}
+{"mode": "train", "epoch": 70, "iter": 500, "lr": 0.01397, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.90625, "top5_acc": 0.9975, "loss_cls": 0.45117, "loss": 0.45117, "time": 0.49374}
+{"mode": "train", "epoch": 70, "iter": 600, "lr": 0.01395, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.91125, "top5_acc": 0.9975, "loss_cls": 0.44232, "loss": 0.44232, "time": 0.49194}
+{"mode": "train", "epoch": 70, "iter": 700, "lr": 0.01392, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.90688, "top5_acc": 0.9975, "loss_cls": 0.48613, "loss": 0.48613, "time": 0.49176}
+{"mode": "train", "epoch": 70, "iter": 800, "lr": 0.0139, "memory": 4083, "data_time": 0.00057, "top1_acc": 0.91062, "top5_acc": 0.9975, "loss_cls": 0.46036, "loss": 0.46036, "time": 0.49359}
+{"mode": "train", "epoch": 70, "iter": 900, "lr": 0.01388, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.90688, "top5_acc": 0.995, "loss_cls": 0.46976, "loss": 0.46976, "time": 0.4934}
+{"mode": "train", "epoch": 70, "iter": 1000, "lr": 0.01386, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.89125, "top5_acc": 0.99688, "loss_cls": 0.56032, "loss": 0.56032, "time": 0.49107}
+{"mode": "train", "epoch": 70, "iter": 1100, "lr": 0.01384, "memory": 4083, "data_time": 0.00057, "top1_acc": 0.90375, "top5_acc": 0.99562, "loss_cls": 0.51384, "loss": 0.51384, "time": 0.49144}
+{"mode": "train", "epoch": 70, "iter": 1200, "lr": 0.01382, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.89688, "top5_acc": 0.9975, "loss_cls": 0.4962, "loss": 0.4962, "time": 0.37051}
+{"mode": "val", "epoch": 70, "iter": 533, "lr": 0.01381, "top1_acc": 0.84122, "top5_acc": 0.98979, "mean_class_accuracy": 0.78057}
+{"mode": "train", "epoch": 71, "iter": 100, "lr": 0.01379, "memory": 4083, "data_time": 0.1955, "top1_acc": 0.90875, "top5_acc": 0.99812, "loss_cls": 0.45718, "loss": 0.45718, "time": 0.81353}
+{"mode": "train", "epoch": 71, "iter": 200, "lr": 0.01377, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.91312, "top5_acc": 0.99938, "loss_cls": 0.42935, "loss": 0.42935, "time": 0.49264}
+{"mode": "train", "epoch": 71, "iter": 300, "lr": 0.01375, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.8975, "top5_acc": 0.99688, "loss_cls": 0.49645, "loss": 0.49645, "time": 0.49061}
+{"mode": "train", "epoch": 71, "iter": 400, "lr": 0.01373, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.91312, "top5_acc": 0.99688, "loss_cls": 0.45642, "loss": 0.45642, "time": 0.49174}
+{"mode": "train", "epoch": 71, "iter": 500, "lr": 0.01371, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.91562, "top5_acc": 0.99812, "loss_cls": 0.45502, "loss": 0.45502, "time": 0.4917}
+{"mode": "train", "epoch": 71, "iter": 600, "lr": 0.01368, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.90438, "top5_acc": 0.99875, "loss_cls": 0.49001, "loss": 0.49001, "time": 0.49408}
+{"mode": "train", "epoch": 71, "iter": 700, "lr": 0.01366, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.91875, "top5_acc": 0.99688, "loss_cls": 0.45394, "loss": 0.45394, "time": 0.49372}
+{"mode": "train", "epoch": 71, "iter": 800, "lr": 0.01364, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.90625, "top5_acc": 0.99875, "loss_cls": 0.47598, "loss": 0.47598, "time": 0.49227}
+{"mode": "train", "epoch": 71, "iter": 900, "lr": 0.01362, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.91062, "top5_acc": 0.995, "loss_cls": 0.46454, "loss": 0.46454, "time": 0.49178}
+{"mode": "train", "epoch": 71, "iter": 1000, "lr": 0.0136, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.90625, "top5_acc": 0.995, "loss_cls": 0.47553, "loss": 0.47553, "time": 0.49289}
+{"mode": "train", "epoch": 71, "iter": 1100, "lr": 0.01358, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91125, "top5_acc": 0.99875, "loss_cls": 0.46558, "loss": 0.46558, "time": 0.49448}
+{"mode": "train", "epoch": 71, "iter": 1200, "lr": 0.01356, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.89562, "top5_acc": 0.9975, "loss_cls": 0.50636, "loss": 0.50636, "time": 0.35435}
+{"mode": "val", "epoch": 71, "iter": 533, "lr": 0.01355, "top1_acc": 0.77726, "top5_acc": 0.97876, "mean_class_accuracy": 0.69123}
+{"mode": "train", "epoch": 72, "iter": 100, "lr": 0.01353, "memory": 4083, "data_time": 0.19087, "top1_acc": 0.9025, "top5_acc": 0.99938, "loss_cls": 0.46552, "loss": 0.46552, "time": 0.79465}
+{"mode": "train", "epoch": 72, "iter": 200, "lr": 0.01351, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.91625, "top5_acc": 0.99875, "loss_cls": 0.44816, "loss": 0.44816, "time": 0.49066}
+{"mode": "train", "epoch": 72, "iter": 300, "lr": 0.01349, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.92, "top5_acc": 0.99875, "loss_cls": 0.43369, "loss": 0.43369, "time": 0.48947}
+{"mode": "train", "epoch": 72, "iter": 400, "lr": 0.01346, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.90375, "top5_acc": 0.99875, "loss_cls": 0.49693, "loss": 0.49693, "time": 0.48779}
+{"mode": "train", "epoch": 72, "iter": 500, "lr": 0.01344, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.915, "top5_acc": 0.9975, "loss_cls": 0.44991, "loss": 0.44991, "time": 0.49195}
+{"mode": "train", "epoch": 72, "iter": 600, "lr": 0.01342, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.90688, "top5_acc": 0.99688, "loss_cls": 0.50378, "loss": 0.50378, "time": 0.49165}
+{"mode": "train", "epoch": 72, "iter": 700, "lr": 0.0134, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.915, "top5_acc": 0.9975, "loss_cls": 0.4578, "loss": 0.4578, "time": 0.4889}
+{"mode": "train", "epoch": 72, "iter": 800, "lr": 0.01338, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.905, "top5_acc": 0.9975, "loss_cls": 0.48039, "loss": 0.48039, "time": 0.48779}
+{"mode": "train", "epoch": 72, "iter": 900, "lr": 0.01336, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.89688, "top5_acc": 0.9975, "loss_cls": 0.50607, "loss": 0.50607, "time": 0.49011}
+{"mode": "train", "epoch": 72, "iter": 1000, "lr": 0.01334, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.89375, "top5_acc": 0.99688, "loss_cls": 0.54632, "loss": 0.54632, "time": 0.49038}
+{"mode": "train", "epoch": 72, "iter": 1100, "lr": 0.01332, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91688, "top5_acc": 0.99875, "loss_cls": 0.43374, "loss": 0.43374, "time": 0.489}
+{"mode": "train", "epoch": 72, "iter": 1200, "lr": 0.0133, "memory": 4083, "data_time": 0.0005, "top1_acc": 0.90562, "top5_acc": 0.99562, "loss_cls": 0.51173, "loss": 0.51173, "time": 0.37523}
+{"mode": "val", "epoch": 72, "iter": 533, "lr": 0.01329, "top1_acc": 0.84943, "top5_acc": 0.99108, "mean_class_accuracy": 0.79252}
+{"mode": "train", "epoch": 73, "iter": 100, "lr": 0.01326, "memory": 4083, "data_time": 0.19197, "top1_acc": 0.91, "top5_acc": 0.99812, "loss_cls": 0.4738, "loss": 0.4738, "time": 0.79856}
+{"mode": "train", "epoch": 73, "iter": 200, "lr": 0.01324, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.9175, "top5_acc": 0.9975, "loss_cls": 0.42043, "loss": 0.42043, "time": 0.49253}
+{"mode": "train", "epoch": 73, "iter": 300, "lr": 0.01322, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.91375, "top5_acc": 0.99688, "loss_cls": 0.45617, "loss": 0.45617, "time": 0.4922}
+{"mode": "train", "epoch": 73, "iter": 400, "lr": 0.0132, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.92438, "top5_acc": 0.99938, "loss_cls": 0.39992, "loss": 0.39992, "time": 0.48762}
+{"mode": "train", "epoch": 73, "iter": 500, "lr": 0.01318, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.92188, "top5_acc": 0.99812, "loss_cls": 0.40008, "loss": 0.40008, "time": 0.49515}
+{"mode": "train", "epoch": 73, "iter": 600, "lr": 0.01316, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.91812, "top5_acc": 0.99688, "loss_cls": 0.45067, "loss": 0.45067, "time": 0.49136}
+{"mode": "train", "epoch": 73, "iter": 700, "lr": 0.01314, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.90125, "top5_acc": 0.99938, "loss_cls": 0.49896, "loss": 0.49896, "time": 0.49358}
+{"mode": "train", "epoch": 73, "iter": 800, "lr": 0.01312, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9125, "top5_acc": 0.99812, "loss_cls": 0.4437, "loss": 0.4437, "time": 0.49282}
+{"mode": "train", "epoch": 73, "iter": 900, "lr": 0.0131, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.90625, "top5_acc": 0.99625, "loss_cls": 0.49189, "loss": 0.49189, "time": 0.4924}
+{"mode": "train", "epoch": 73, "iter": 1000, "lr": 0.01308, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9075, "top5_acc": 0.99562, "loss_cls": 0.50498, "loss": 0.50498, "time": 0.4936}
+{"mode": "train", "epoch": 73, "iter": 1100, "lr": 0.01306, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.91875, "top5_acc": 0.99938, "loss_cls": 0.43213, "loss": 0.43213, "time": 0.49516}
+{"mode": "train", "epoch": 73, "iter": 1200, "lr": 0.01304, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.90125, "top5_acc": 0.9975, "loss_cls": 0.49186, "loss": 0.49186, "time": 0.37034}
+{"mode": "val", "epoch": 73, "iter": 533, "lr": 0.01302, "top1_acc": 0.85741, "top5_acc": 0.99167, "mean_class_accuracy": 0.80255}
+{"mode": "train", "epoch": 74, "iter": 100, "lr": 0.013, "memory": 4083, "data_time": 0.19581, "top1_acc": 0.92125, "top5_acc": 0.99938, "loss_cls": 0.41907, "loss": 0.41907, "time": 0.8085}
+{"mode": "train", "epoch": 74, "iter": 200, "lr": 0.01298, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93438, "top5_acc": 0.9975, "loss_cls": 0.37627, "loss": 0.37627, "time": 0.48887}
+{"mode": "train", "epoch": 74, "iter": 300, "lr": 0.01296, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.92688, "top5_acc": 0.99938, "loss_cls": 0.38601, "loss": 0.38601, "time": 0.49047}
+{"mode": "train", "epoch": 74, "iter": 400, "lr": 0.01294, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.93375, "top5_acc": 0.99688, "loss_cls": 0.39682, "loss": 0.39682, "time": 0.49228}
+{"mode": "train", "epoch": 74, "iter": 500, "lr": 0.01292, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.9125, "top5_acc": 0.99625, "loss_cls": 0.45162, "loss": 0.45162, "time": 0.48881}
+{"mode": "train", "epoch": 74, "iter": 600, "lr": 0.0129, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.90688, "top5_acc": 0.9975, "loss_cls": 0.448, "loss": 0.448, "time": 0.49319}
+{"mode": "train", "epoch": 74, "iter": 700, "lr": 0.01288, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.90875, "top5_acc": 0.99812, "loss_cls": 0.48313, "loss": 0.48313, "time": 0.49077}
+{"mode": "train", "epoch": 74, "iter": 800, "lr": 0.01286, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.91062, "top5_acc": 0.99562, "loss_cls": 0.44009, "loss": 0.44009, "time": 0.49394}
+{"mode": "train", "epoch": 74, "iter": 900, "lr": 0.01284, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.91938, "top5_acc": 0.99938, "loss_cls": 0.42135, "loss": 0.42135, "time": 0.49729}
+{"mode": "train", "epoch": 74, "iter": 1000, "lr": 0.01282, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.92, "top5_acc": 0.99875, "loss_cls": 0.41142, "loss": 0.41142, "time": 0.49107}
+{"mode": "train", "epoch": 74, "iter": 1100, "lr": 0.0128, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.90625, "top5_acc": 0.99938, "loss_cls": 0.46981, "loss": 0.46981, "time": 0.49327}
+{"mode": "train", "epoch": 74, "iter": 1200, "lr": 0.01278, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.9125, "top5_acc": 0.99875, "loss_cls": 0.44152, "loss": 0.44152, "time": 0.35931}
+{"mode": "val", "epoch": 74, "iter": 533, "lr": 0.01276, "top1_acc": 0.84591, "top5_acc": 0.99319, "mean_class_accuracy": 0.79295}
+{"mode": "train", "epoch": 75, "iter": 100, "lr": 0.01274, "memory": 4083, "data_time": 0.19496, "top1_acc": 0.93062, "top5_acc": 0.99688, "loss_cls": 0.42359, "loss": 0.42359, "time": 0.80359}
+{"mode": "train", "epoch": 75, "iter": 200, "lr": 0.01272, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9275, "top5_acc": 0.99875, "loss_cls": 0.35884, "loss": 0.35884, "time": 0.49593}
+{"mode": "train", "epoch": 75, "iter": 300, "lr": 0.0127, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.92688, "top5_acc": 0.9975, "loss_cls": 0.39395, "loss": 0.39395, "time": 0.49212}
+{"mode": "train", "epoch": 75, "iter": 400, "lr": 0.01268, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.92312, "top5_acc": 1.0, "loss_cls": 0.40009, "loss": 0.40009, "time": 0.49208}
+{"mode": "train", "epoch": 75, "iter": 500, "lr": 0.01266, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.9225, "top5_acc": 0.99875, "loss_cls": 0.42982, "loss": 0.42982, "time": 0.49012}
+{"mode": "train", "epoch": 75, "iter": 600, "lr": 0.01264, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.9, "top5_acc": 0.99875, "loss_cls": 0.49311, "loss": 0.49311, "time": 0.49018}
+{"mode": "train", "epoch": 75, "iter": 700, "lr": 0.01262, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.90188, "top5_acc": 0.99875, "loss_cls": 0.51159, "loss": 0.51159, "time": 0.48846}
+{"mode": "train", "epoch": 75, "iter": 800, "lr": 0.0126, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.90188, "top5_acc": 0.99438, "loss_cls": 0.52692, "loss": 0.52692, "time": 0.49051}
+{"mode": "train", "epoch": 75, "iter": 900, "lr": 0.01258, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91188, "top5_acc": 0.99688, "loss_cls": 0.45389, "loss": 0.45389, "time": 0.49361}
+{"mode": "train", "epoch": 75, "iter": 1000, "lr": 0.01256, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9075, "top5_acc": 0.99875, "loss_cls": 0.464, "loss": 0.464, "time": 0.4958}
+{"mode": "train", "epoch": 75, "iter": 1100, "lr": 0.01254, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.92562, "top5_acc": 0.99875, "loss_cls": 0.42324, "loss": 0.42324, "time": 0.48934}
+{"mode": "train", "epoch": 75, "iter": 1200, "lr": 0.01252, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.91688, "top5_acc": 0.99938, "loss_cls": 0.4308, "loss": 0.4308, "time": 0.36881}
+{"mode": "val", "epoch": 75, "iter": 533, "lr": 0.0125, "top1_acc": 0.84345, "top5_acc": 0.98909, "mean_class_accuracy": 0.7881}
+{"mode": "train", "epoch": 76, "iter": 100, "lr": 0.01248, "memory": 4083, "data_time": 0.19262, "top1_acc": 0.91312, "top5_acc": 0.99938, "loss_cls": 0.44782, "loss": 0.44782, "time": 0.80629}
+{"mode": "train", "epoch": 76, "iter": 200, "lr": 0.01246, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.93312, "top5_acc": 0.99938, "loss_cls": 0.36773, "loss": 0.36773, "time": 0.49064}
+{"mode": "train", "epoch": 76, "iter": 300, "lr": 0.01244, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.9175, "top5_acc": 0.99812, "loss_cls": 0.42732, "loss": 0.42732, "time": 0.4886}
+{"mode": "train", "epoch": 76, "iter": 400, "lr": 0.01242, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.9175, "top5_acc": 0.99688, "loss_cls": 0.43931, "loss": 0.43931, "time": 0.48977}
+{"mode": "train", "epoch": 76, "iter": 500, "lr": 0.0124, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.9225, "top5_acc": 0.99812, "loss_cls": 0.41729, "loss": 0.41729, "time": 0.49055}
+{"mode": "train", "epoch": 76, "iter": 600, "lr": 0.01238, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.92188, "top5_acc": 0.99938, "loss_cls": 0.42131, "loss": 0.42131, "time": 0.49001}
+{"mode": "train", "epoch": 76, "iter": 700, "lr": 0.01236, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.92938, "top5_acc": 0.99812, "loss_cls": 0.37356, "loss": 0.37356, "time": 0.48854}
+{"mode": "train", "epoch": 76, "iter": 800, "lr": 0.01234, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92188, "top5_acc": 0.99875, "loss_cls": 0.45135, "loss": 0.45135, "time": 0.49219}
+{"mode": "train", "epoch": 76, "iter": 900, "lr": 0.01232, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.91375, "top5_acc": 0.9975, "loss_cls": 0.45347, "loss": 0.45347, "time": 0.49126}
+{"mode": "train", "epoch": 76, "iter": 1000, "lr": 0.0123, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.9175, "top5_acc": 0.99875, "loss_cls": 0.44641, "loss": 0.44641, "time": 0.49078}
+{"mode": "train", "epoch": 76, "iter": 1100, "lr": 0.01228, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.90062, "top5_acc": 0.9975, "loss_cls": 0.49781, "loss": 0.49781, "time": 0.49157}
+{"mode": "train", "epoch": 76, "iter": 1200, "lr": 0.01225, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.90875, "top5_acc": 0.99812, "loss_cls": 0.45785, "loss": 0.45785, "time": 0.35951}
+{"mode": "val", "epoch": 76, "iter": 533, "lr": 0.01224, "top1_acc": 0.86938, "top5_acc": 0.99026, "mean_class_accuracy": 0.81373}
+{"mode": "train", "epoch": 77, "iter": 100, "lr": 0.01222, "memory": 4083, "data_time": 0.19226, "top1_acc": 0.94312, "top5_acc": 0.99938, "loss_cls": 0.35014, "loss": 0.35014, "time": 0.80407}
+{"mode": "train", "epoch": 77, "iter": 200, "lr": 0.0122, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.94812, "top5_acc": 0.99875, "loss_cls": 0.30901, "loss": 0.30901, "time": 0.49076}
+{"mode": "train", "epoch": 77, "iter": 300, "lr": 0.01218, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.90625, "top5_acc": 0.9975, "loss_cls": 0.44261, "loss": 0.44261, "time": 0.49137}
+{"mode": "train", "epoch": 77, "iter": 400, "lr": 0.01216, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92562, "top5_acc": 0.99875, "loss_cls": 0.39724, "loss": 0.39724, "time": 0.49}
+{"mode": "train", "epoch": 77, "iter": 500, "lr": 0.01214, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.93438, "top5_acc": 0.99938, "loss_cls": 0.37005, "loss": 0.37005, "time": 0.49239}
+{"mode": "train", "epoch": 77, "iter": 600, "lr": 0.01212, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.90938, "top5_acc": 0.99562, "loss_cls": 0.46621, "loss": 0.46621, "time": 0.49119}
+{"mode": "train", "epoch": 77, "iter": 700, "lr": 0.0121, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.9175, "top5_acc": 0.99562, "loss_cls": 0.44872, "loss": 0.44872, "time": 0.49506}
+{"mode": "train", "epoch": 77, "iter": 800, "lr": 0.01207, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.91625, "top5_acc": 0.99812, "loss_cls": 0.44173, "loss": 0.44173, "time": 0.4897}
+{"mode": "train", "epoch": 77, "iter": 900, "lr": 0.01205, "memory": 4083, "data_time": 0.00049, "top1_acc": 0.915, "top5_acc": 0.99625, "loss_cls": 0.46654, "loss": 0.46654, "time": 0.49375}
+{"mode": "train", "epoch": 77, "iter": 1000, "lr": 0.01203, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.89562, "top5_acc": 0.9975, "loss_cls": 0.51427, "loss": 0.51427, "time": 0.49196}
+{"mode": "train", "epoch": 77, "iter": 1100, "lr": 0.01201, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.92375, "top5_acc": 0.9975, "loss_cls": 0.43499, "loss": 0.43499, "time": 0.4917}
+{"mode": "train", "epoch": 77, "iter": 1200, "lr": 0.01199, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.93, "top5_acc": 0.99875, "loss_cls": 0.39158, "loss": 0.39158, "time": 0.36639}
+{"mode": "val", "epoch": 77, "iter": 533, "lr": 0.01198, "top1_acc": 0.87466, "top5_acc": 0.99284, "mean_class_accuracy": 0.83024}
+{"mode": "train", "epoch": 78, "iter": 100, "lr": 0.01196, "memory": 4083, "data_time": 0.19466, "top1_acc": 0.93875, "top5_acc": 0.99875, "loss_cls": 0.35979, "loss": 0.35979, "time": 0.80059}
+{"mode": "train", "epoch": 78, "iter": 200, "lr": 0.01194, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.94312, "top5_acc": 0.99938, "loss_cls": 0.33744, "loss": 0.33744, "time": 0.49315}
+{"mode": "train", "epoch": 78, "iter": 300, "lr": 0.01192, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.94812, "top5_acc": 0.99875, "loss_cls": 0.32086, "loss": 0.32086, "time": 0.48995}
+{"mode": "train", "epoch": 78, "iter": 400, "lr": 0.0119, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.92188, "top5_acc": 0.99812, "loss_cls": 0.40878, "loss": 0.40878, "time": 0.49044}
+{"mode": "train", "epoch": 78, "iter": 500, "lr": 0.01187, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.92312, "top5_acc": 0.9975, "loss_cls": 0.40396, "loss": 0.40396, "time": 0.49483}
+{"mode": "train", "epoch": 78, "iter": 600, "lr": 0.01185, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9225, "top5_acc": 0.9975, "loss_cls": 0.43303, "loss": 0.43303, "time": 0.4908}
+{"mode": "train", "epoch": 78, "iter": 700, "lr": 0.01183, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.92438, "top5_acc": 0.99812, "loss_cls": 0.41233, "loss": 0.41233, "time": 0.49}
+{"mode": "train", "epoch": 78, "iter": 800, "lr": 0.01181, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.91312, "top5_acc": 0.99875, "loss_cls": 0.41407, "loss": 0.41407, "time": 0.49592}
+{"mode": "train", "epoch": 78, "iter": 900, "lr": 0.01179, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.90125, "top5_acc": 0.99562, "loss_cls": 0.4642, "loss": 0.4642, "time": 0.49212}
+{"mode": "train", "epoch": 78, "iter": 1000, "lr": 0.01177, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.91875, "top5_acc": 0.99562, "loss_cls": 0.44332, "loss": 0.44332, "time": 0.4915}
+{"mode": "train", "epoch": 78, "iter": 1100, "lr": 0.01175, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.90875, "top5_acc": 0.99938, "loss_cls": 0.42194, "loss": 0.42194, "time": 0.49012}
+{"mode": "train", "epoch": 78, "iter": 1200, "lr": 0.01173, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.92375, "top5_acc": 0.99812, "loss_cls": 0.41779, "loss": 0.41779, "time": 0.36302}
+{"mode": "val", "epoch": 78, "iter": 533, "lr": 0.01172, "top1_acc": 0.86187, "top5_acc": 0.99284, "mean_class_accuracy": 0.81516}
+{"mode": "train", "epoch": 79, "iter": 100, "lr": 0.01169, "memory": 4083, "data_time": 0.19571, "top1_acc": 0.92938, "top5_acc": 1.0, "loss_cls": 0.35513, "loss": 0.35513, "time": 0.80215}
+{"mode": "train", "epoch": 79, "iter": 200, "lr": 0.01167, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.93875, "top5_acc": 0.99875, "loss_cls": 0.34599, "loss": 0.34599, "time": 0.49131}
+{"mode": "train", "epoch": 79, "iter": 300, "lr": 0.01165, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.92438, "top5_acc": 0.9975, "loss_cls": 0.39648, "loss": 0.39648, "time": 0.49105}
+{"mode": "train", "epoch": 79, "iter": 400, "lr": 0.01163, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9225, "top5_acc": 0.99688, "loss_cls": 0.42922, "loss": 0.42922, "time": 0.49049}
+{"mode": "train", "epoch": 79, "iter": 500, "lr": 0.01161, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.92312, "top5_acc": 0.9975, "loss_cls": 0.43159, "loss": 0.43159, "time": 0.49223}
+{"mode": "train", "epoch": 79, "iter": 600, "lr": 0.01159, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.92938, "top5_acc": 1.0, "loss_cls": 0.37155, "loss": 0.37155, "time": 0.49446}
+{"mode": "train", "epoch": 79, "iter": 700, "lr": 0.01157, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.91375, "top5_acc": 1.0, "loss_cls": 0.42752, "loss": 0.42752, "time": 0.49349}
+{"mode": "train", "epoch": 79, "iter": 800, "lr": 0.01155, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.93875, "top5_acc": 0.99562, "loss_cls": 0.37424, "loss": 0.37424, "time": 0.49132}
+{"mode": "train", "epoch": 79, "iter": 900, "lr": 0.01153, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.91438, "top5_acc": 0.99938, "loss_cls": 0.42513, "loss": 0.42513, "time": 0.49242}
+{"mode": "train", "epoch": 79, "iter": 1000, "lr": 0.01151, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9075, "top5_acc": 0.9975, "loss_cls": 0.46512, "loss": 0.46512, "time": 0.4908}
+{"mode": "train", "epoch": 79, "iter": 1100, "lr": 0.01149, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.90562, "top5_acc": 0.99938, "loss_cls": 0.47449, "loss": 0.47449, "time": 0.49578}
+{"mode": "train", "epoch": 79, "iter": 1200, "lr": 0.01147, "memory": 4083, "data_time": 0.0005, "top1_acc": 0.9, "top5_acc": 0.99875, "loss_cls": 0.46719, "loss": 0.46719, "time": 0.36559}
+{"mode": "val", "epoch": 79, "iter": 533, "lr": 0.01145, "top1_acc": 0.84638, "top5_acc": 0.98991, "mean_class_accuracy": 0.7915}
+{"mode": "train", "epoch": 80, "iter": 100, "lr": 0.01143, "memory": 4083, "data_time": 0.19483, "top1_acc": 0.94062, "top5_acc": 1.0, "loss_cls": 0.33912, "loss": 0.33912, "time": 0.80233}
+{"mode": "train", "epoch": 80, "iter": 200, "lr": 0.01141, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.94188, "top5_acc": 1.0, "loss_cls": 0.36239, "loss": 0.36239, "time": 0.49421}
+{"mode": "train", "epoch": 80, "iter": 300, "lr": 0.01139, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.92812, "top5_acc": 0.99938, "loss_cls": 0.37382, "loss": 0.37382, "time": 0.49037}
+{"mode": "train", "epoch": 80, "iter": 400, "lr": 0.01137, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.92938, "top5_acc": 0.99875, "loss_cls": 0.38286, "loss": 0.38286, "time": 0.49336}
+{"mode": "train", "epoch": 80, "iter": 500, "lr": 0.01135, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.9425, "top5_acc": 0.99938, "loss_cls": 0.32676, "loss": 0.32676, "time": 0.48884}
+{"mode": "train", "epoch": 80, "iter": 600, "lr": 0.01133, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.92125, "top5_acc": 1.0, "loss_cls": 0.39934, "loss": 0.39934, "time": 0.49268}
+{"mode": "train", "epoch": 80, "iter": 700, "lr": 0.01131, "memory": 4083, "data_time": 0.00058, "top1_acc": 0.91312, "top5_acc": 0.99625, "loss_cls": 0.46291, "loss": 0.46291, "time": 0.48955}
+{"mode": "train", "epoch": 80, "iter": 800, "lr": 0.01129, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.91688, "top5_acc": 0.9975, "loss_cls": 0.45314, "loss": 0.45314, "time": 0.49325}
+{"mode": "train", "epoch": 80, "iter": 900, "lr": 0.01127, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.93812, "top5_acc": 0.99812, "loss_cls": 0.3694, "loss": 0.3694, "time": 0.49035}
+{"mode": "train", "epoch": 80, "iter": 1000, "lr": 0.01125, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.90062, "top5_acc": 0.99625, "loss_cls": 0.48354, "loss": 0.48354, "time": 0.49036}
+{"mode": "train", "epoch": 80, "iter": 1100, "lr": 0.01123, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.92562, "top5_acc": 0.99688, "loss_cls": 0.416, "loss": 0.416, "time": 0.48873}
+{"mode": "train", "epoch": 80, "iter": 1200, "lr": 0.01121, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.92312, "top5_acc": 0.99875, "loss_cls": 0.36934, "loss": 0.36934, "time": 0.36078}
+{"mode": "val", "epoch": 80, "iter": 533, "lr": 0.01119, "top1_acc": 0.86621, "top5_acc": 0.99143, "mean_class_accuracy": 0.81963}
+{"mode": "train", "epoch": 81, "iter": 100, "lr": 0.01117, "memory": 4083, "data_time": 0.19747, "top1_acc": 0.94375, "top5_acc": 0.99875, "loss_cls": 0.34255, "loss": 0.34255, "time": 0.80229}
+{"mode": "train", "epoch": 81, "iter": 200, "lr": 0.01115, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94438, "top5_acc": 0.99812, "loss_cls": 0.32902, "loss": 0.32902, "time": 0.49073}
+{"mode": "train", "epoch": 81, "iter": 300, "lr": 0.01113, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.94, "top5_acc": 0.99688, "loss_cls": 0.33113, "loss": 0.33113, "time": 0.49331}
+{"mode": "train", "epoch": 81, "iter": 400, "lr": 0.01111, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.93375, "top5_acc": 0.99562, "loss_cls": 0.36375, "loss": 0.36375, "time": 0.49125}
+{"mode": "train", "epoch": 81, "iter": 500, "lr": 0.01109, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.93125, "top5_acc": 0.99875, "loss_cls": 0.36462, "loss": 0.36462, "time": 0.49028}
+{"mode": "train", "epoch": 81, "iter": 600, "lr": 0.01107, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.92062, "top5_acc": 0.99688, "loss_cls": 0.40203, "loss": 0.40203, "time": 0.49452}
+{"mode": "train", "epoch": 81, "iter": 700, "lr": 0.01105, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.92688, "top5_acc": 0.9975, "loss_cls": 0.39403, "loss": 0.39403, "time": 0.49044}
+{"mode": "train", "epoch": 81, "iter": 800, "lr": 0.01103, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93812, "top5_acc": 0.99938, "loss_cls": 0.35279, "loss": 0.35279, "time": 0.49246}
+{"mode": "train", "epoch": 81, "iter": 900, "lr": 0.01101, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91688, "top5_acc": 0.9975, "loss_cls": 0.46741, "loss": 0.46741, "time": 0.49086}
+{"mode": "train", "epoch": 81, "iter": 1000, "lr": 0.01099, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.93125, "top5_acc": 0.99562, "loss_cls": 0.39138, "loss": 0.39138, "time": 0.49161}
+{"mode": "train", "epoch": 81, "iter": 1100, "lr": 0.01097, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.92688, "top5_acc": 0.99875, "loss_cls": 0.41469, "loss": 0.41469, "time": 0.49401}
+{"mode": "train", "epoch": 81, "iter": 1200, "lr": 0.01095, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.93188, "top5_acc": 0.99875, "loss_cls": 0.38759, "loss": 0.38759, "time": 0.36959}
+{"mode": "val", "epoch": 81, "iter": 533, "lr": 0.01093, "top1_acc": 0.87619, "top5_acc": 0.99214, "mean_class_accuracy": 0.8221}
+{"mode": "train", "epoch": 82, "iter": 100, "lr": 0.01091, "memory": 4083, "data_time": 0.1912, "top1_acc": 0.94375, "top5_acc": 1.0, "loss_cls": 0.33585, "loss": 0.33585, "time": 0.7913}
+{"mode": "train", "epoch": 82, "iter": 200, "lr": 0.01089, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.93438, "top5_acc": 0.99938, "loss_cls": 0.34485, "loss": 0.34485, "time": 0.48955}
+{"mode": "train", "epoch": 82, "iter": 300, "lr": 0.01087, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.92688, "top5_acc": 0.99938, "loss_cls": 0.39627, "loss": 0.39627, "time": 0.49095}
+{"mode": "train", "epoch": 82, "iter": 400, "lr": 0.01085, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.92562, "top5_acc": 0.99812, "loss_cls": 0.39006, "loss": 0.39006, "time": 0.49162}
+{"mode": "train", "epoch": 82, "iter": 500, "lr": 0.01083, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9275, "top5_acc": 0.99812, "loss_cls": 0.3733, "loss": 0.3733, "time": 0.49558}
+{"mode": "train", "epoch": 82, "iter": 600, "lr": 0.01081, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94938, "top5_acc": 0.99938, "loss_cls": 0.30545, "loss": 0.30545, "time": 0.49275}
+{"mode": "train", "epoch": 82, "iter": 700, "lr": 0.01079, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9325, "top5_acc": 0.99812, "loss_cls": 0.37362, "loss": 0.37362, "time": 0.49174}
+{"mode": "train", "epoch": 82, "iter": 800, "lr": 0.01077, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.93938, "top5_acc": 0.99875, "loss_cls": 0.33349, "loss": 0.33349, "time": 0.49405}
+{"mode": "train", "epoch": 82, "iter": 900, "lr": 0.01075, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.92625, "top5_acc": 0.99875, "loss_cls": 0.40207, "loss": 0.40207, "time": 0.49176}
+{"mode": "train", "epoch": 82, "iter": 1000, "lr": 0.01073, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9325, "top5_acc": 0.9975, "loss_cls": 0.41284, "loss": 0.41284, "time": 0.4905}
+{"mode": "train", "epoch": 82, "iter": 1100, "lr": 0.01071, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91812, "top5_acc": 0.99875, "loss_cls": 0.41485, "loss": 0.41485, "time": 0.49131}
+{"mode": "train", "epoch": 82, "iter": 1200, "lr": 0.01069, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92062, "top5_acc": 0.9975, "loss_cls": 0.39481, "loss": 0.39481, "time": 0.37682}
+{"mode": "val", "epoch": 82, "iter": 533, "lr": 0.01067, "top1_acc": 0.85401, "top5_acc": 0.98967, "mean_class_accuracy": 0.79245}
+{"mode": "train", "epoch": 83, "iter": 100, "lr": 0.01065, "memory": 4083, "data_time": 0.19069, "top1_acc": 0.9475, "top5_acc": 0.99938, "loss_cls": 0.30806, "loss": 0.30806, "time": 0.79904}
+{"mode": "train", "epoch": 83, "iter": 200, "lr": 0.01063, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.935, "top5_acc": 0.99812, "loss_cls": 0.34753, "loss": 0.34753, "time": 0.4931}
+{"mode": "train", "epoch": 83, "iter": 300, "lr": 0.01061, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.94, "top5_acc": 1.0, "loss_cls": 0.31202, "loss": 0.31202, "time": 0.49235}
+{"mode": "train", "epoch": 83, "iter": 400, "lr": 0.01059, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.93062, "top5_acc": 0.99938, "loss_cls": 0.36589, "loss": 0.36589, "time": 0.49149}
+{"mode": "train", "epoch": 83, "iter": 500, "lr": 0.01057, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94062, "top5_acc": 0.9975, "loss_cls": 0.35936, "loss": 0.35936, "time": 0.49274}
+{"mode": "train", "epoch": 83, "iter": 600, "lr": 0.01055, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.93438, "top5_acc": 0.99938, "loss_cls": 0.35645, "loss": 0.35645, "time": 0.49273}
+{"mode": "train", "epoch": 83, "iter": 700, "lr": 0.01053, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.92938, "top5_acc": 0.99688, "loss_cls": 0.37367, "loss": 0.37367, "time": 0.4914}
+{"mode": "train", "epoch": 83, "iter": 800, "lr": 0.01051, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.9125, "top5_acc": 0.99812, "loss_cls": 0.43455, "loss": 0.43455, "time": 0.4913}
+{"mode": "train", "epoch": 83, "iter": 900, "lr": 0.01049, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92625, "top5_acc": 0.99875, "loss_cls": 0.40419, "loss": 0.40419, "time": 0.49209}
+{"mode": "train", "epoch": 83, "iter": 1000, "lr": 0.01047, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.93625, "top5_acc": 0.9975, "loss_cls": 0.35504, "loss": 0.35504, "time": 0.49306}
+{"mode": "train", "epoch": 83, "iter": 1100, "lr": 0.01045, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.92062, "top5_acc": 1.0, "loss_cls": 0.40743, "loss": 0.40743, "time": 0.49118}
+{"mode": "train", "epoch": 83, "iter": 1200, "lr": 0.01043, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.93062, "top5_acc": 0.99812, "loss_cls": 0.35615, "loss": 0.35615, "time": 0.36025}
+{"mode": "val", "epoch": 83, "iter": 533, "lr": 0.01042, "top1_acc": 0.87537, "top5_acc": 0.9939, "mean_class_accuracy": 0.82809}
+{"mode": "train", "epoch": 84, "iter": 100, "lr": 0.0104, "memory": 4083, "data_time": 0.19313, "top1_acc": 0.94812, "top5_acc": 0.99875, "loss_cls": 0.30802, "loss": 0.30802, "time": 0.79135}
+{"mode": "train", "epoch": 84, "iter": 200, "lr": 0.01038, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.92625, "top5_acc": 0.99812, "loss_cls": 0.39213, "loss": 0.39213, "time": 0.49012}
+{"mode": "train", "epoch": 84, "iter": 300, "lr": 0.01036, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.93375, "top5_acc": 0.99938, "loss_cls": 0.35529, "loss": 0.35529, "time": 0.49217}
+{"mode": "train", "epoch": 84, "iter": 400, "lr": 0.01034, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.92688, "top5_acc": 0.99812, "loss_cls": 0.40045, "loss": 0.40045, "time": 0.48994}
+{"mode": "train", "epoch": 84, "iter": 500, "lr": 0.01031, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93312, "top5_acc": 0.99938, "loss_cls": 0.3573, "loss": 0.3573, "time": 0.49445}
+{"mode": "train", "epoch": 84, "iter": 600, "lr": 0.01029, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9425, "top5_acc": 0.99875, "loss_cls": 0.32706, "loss": 0.32706, "time": 0.4937}
+{"mode": "train", "epoch": 84, "iter": 700, "lr": 0.01027, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94312, "top5_acc": 0.99875, "loss_cls": 0.31965, "loss": 0.31965, "time": 0.49329}
+{"mode": "train", "epoch": 84, "iter": 800, "lr": 0.01025, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.92312, "top5_acc": 0.9975, "loss_cls": 0.41116, "loss": 0.41116, "time": 0.49113}
+{"mode": "train", "epoch": 84, "iter": 900, "lr": 0.01023, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.92, "top5_acc": 0.99938, "loss_cls": 0.4282, "loss": 0.4282, "time": 0.49217}
+{"mode": "train", "epoch": 84, "iter": 1000, "lr": 0.01021, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.91875, "top5_acc": 0.99875, "loss_cls": 0.39474, "loss": 0.39474, "time": 0.49171}
+{"mode": "train", "epoch": 84, "iter": 1100, "lr": 0.01019, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9325, "top5_acc": 0.99875, "loss_cls": 0.37258, "loss": 0.37258, "time": 0.48999}
+{"mode": "train", "epoch": 84, "iter": 1200, "lr": 0.01017, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.93812, "top5_acc": 1.0, "loss_cls": 0.34404, "loss": 0.34404, "time": 0.37877}
+{"mode": "val", "epoch": 84, "iter": 533, "lr": 0.01016, "top1_acc": 0.87091, "top5_acc": 0.99214, "mean_class_accuracy": 0.82878}
+{"mode": "train", "epoch": 85, "iter": 100, "lr": 0.01014, "memory": 4083, "data_time": 0.19744, "top1_acc": 0.94562, "top5_acc": 1.0, "loss_cls": 0.31749, "loss": 0.31749, "time": 0.80868}
+{"mode": "train", "epoch": 85, "iter": 200, "lr": 0.01012, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.95375, "top5_acc": 0.99938, "loss_cls": 0.28785, "loss": 0.28785, "time": 0.48904}
+{"mode": "train", "epoch": 85, "iter": 300, "lr": 0.0101, "memory": 4083, "data_time": 0.00053, "top1_acc": 0.94312, "top5_acc": 0.99938, "loss_cls": 0.29508, "loss": 0.29508, "time": 0.49177}
+{"mode": "train", "epoch": 85, "iter": 400, "lr": 0.01008, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94, "top5_acc": 0.99875, "loss_cls": 0.31927, "loss": 0.31927, "time": 0.48969}
+{"mode": "train", "epoch": 85, "iter": 500, "lr": 0.01006, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94875, "top5_acc": 1.0, "loss_cls": 0.27965, "loss": 0.27965, "time": 0.48975}
+{"mode": "train", "epoch": 85, "iter": 600, "lr": 0.01004, "memory": 4083, "data_time": 0.00045, "top1_acc": 0.92688, "top5_acc": 0.99938, "loss_cls": 0.37414, "loss": 0.37414, "time": 0.49194}
+{"mode": "train", "epoch": 85, "iter": 700, "lr": 0.01002, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.93562, "top5_acc": 0.99875, "loss_cls": 0.34303, "loss": 0.34303, "time": 0.49112}
+{"mode": "train", "epoch": 85, "iter": 800, "lr": 0.01, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95, "top5_acc": 1.0, "loss_cls": 0.31898, "loss": 0.31898, "time": 0.48979}
+{"mode": "train", "epoch": 85, "iter": 900, "lr": 0.00998, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.92938, "top5_acc": 0.99875, "loss_cls": 0.37809, "loss": 0.37809, "time": 0.49675}
+{"mode": "train", "epoch": 85, "iter": 1000, "lr": 0.00996, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.92, "top5_acc": 0.9975, "loss_cls": 0.40038, "loss": 0.40038, "time": 0.49437}
+{"mode": "train", "epoch": 85, "iter": 1100, "lr": 0.00994, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.94125, "top5_acc": 1.0, "loss_cls": 0.32149, "loss": 0.32149, "time": 0.49288}
+{"mode": "train", "epoch": 85, "iter": 1200, "lr": 0.00992, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.91938, "top5_acc": 0.99688, "loss_cls": 0.43457, "loss": 0.43457, "time": 0.36024}
+{"mode": "val", "epoch": 85, "iter": 533, "lr": 0.0099, "top1_acc": 0.86563, "top5_acc": 0.99272, "mean_class_accuracy": 0.82269}
+{"mode": "train", "epoch": 86, "iter": 100, "lr": 0.00988, "memory": 4083, "data_time": 0.19581, "top1_acc": 0.95812, "top5_acc": 1.0, "loss_cls": 0.26932, "loss": 0.26932, "time": 0.80044}
+{"mode": "train", "epoch": 86, "iter": 200, "lr": 0.00986, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.9425, "top5_acc": 0.99938, "loss_cls": 0.31519, "loss": 0.31519, "time": 0.48849}
+{"mode": "train", "epoch": 86, "iter": 300, "lr": 0.00984, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.95438, "top5_acc": 1.0, "loss_cls": 0.28749, "loss": 0.28749, "time": 0.49048}
+{"mode": "train", "epoch": 86, "iter": 400, "lr": 0.00982, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.95, "top5_acc": 0.99938, "loss_cls": 0.28997, "loss": 0.28997, "time": 0.49357}
+{"mode": "train", "epoch": 86, "iter": 500, "lr": 0.0098, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.95625, "top5_acc": 0.99938, "loss_cls": 0.28291, "loss": 0.28291, "time": 0.49412}
+{"mode": "train", "epoch": 86, "iter": 600, "lr": 0.00978, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.93688, "top5_acc": 0.9975, "loss_cls": 0.34972, "loss": 0.34972, "time": 0.49224}
+{"mode": "train", "epoch": 86, "iter": 700, "lr": 0.00976, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.945, "top5_acc": 0.99875, "loss_cls": 0.33423, "loss": 0.33423, "time": 0.49221}
+{"mode": "train", "epoch": 86, "iter": 800, "lr": 0.00974, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94125, "top5_acc": 0.99938, "loss_cls": 0.32289, "loss": 0.32289, "time": 0.4893}
+{"mode": "train", "epoch": 86, "iter": 900, "lr": 0.00972, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.92625, "top5_acc": 0.9975, "loss_cls": 0.391, "loss": 0.391, "time": 0.4888}
+{"mode": "train", "epoch": 86, "iter": 1000, "lr": 0.0097, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.93625, "top5_acc": 0.9975, "loss_cls": 0.37318, "loss": 0.37318, "time": 0.49055}
+{"mode": "train", "epoch": 86, "iter": 1100, "lr": 0.00968, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.92625, "top5_acc": 0.99875, "loss_cls": 0.38593, "loss": 0.38593, "time": 0.49288}
+{"mode": "train", "epoch": 86, "iter": 1200, "lr": 0.00966, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.91438, "top5_acc": 0.9975, "loss_cls": 0.43581, "loss": 0.43581, "time": 0.36754}
+{"mode": "val", "epoch": 86, "iter": 533, "lr": 0.00965, "top1_acc": 0.879, "top5_acc": 0.99331, "mean_class_accuracy": 0.83658}
+{"mode": "train", "epoch": 87, "iter": 100, "lr": 0.00963, "memory": 4083, "data_time": 0.19564, "top1_acc": 0.95125, "top5_acc": 1.0, "loss_cls": 0.2748, "loss": 0.2748, "time": 0.79929}
+{"mode": "train", "epoch": 87, "iter": 200, "lr": 0.00961, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94312, "top5_acc": 0.99938, "loss_cls": 0.32731, "loss": 0.32731, "time": 0.49057}
+{"mode": "train", "epoch": 87, "iter": 300, "lr": 0.00959, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94312, "top5_acc": 0.99875, "loss_cls": 0.33842, "loss": 0.33842, "time": 0.49095}
+{"mode": "train", "epoch": 87, "iter": 400, "lr": 0.00957, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.93875, "top5_acc": 0.99875, "loss_cls": 0.31942, "loss": 0.31942, "time": 0.49085}
+{"mode": "train", "epoch": 87, "iter": 500, "lr": 0.00955, "memory": 4083, "data_time": 0.0005, "top1_acc": 0.94562, "top5_acc": 0.99938, "loss_cls": 0.32558, "loss": 0.32558, "time": 0.49258}
+{"mode": "train", "epoch": 87, "iter": 600, "lr": 0.00953, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.94625, "top5_acc": 0.99875, "loss_cls": 0.3157, "loss": 0.3157, "time": 0.48662}
+{"mode": "train", "epoch": 87, "iter": 700, "lr": 0.00951, "memory": 4083, "data_time": 0.0005, "top1_acc": 0.92875, "top5_acc": 0.99812, "loss_cls": 0.37194, "loss": 0.37194, "time": 0.49256}
+{"mode": "train", "epoch": 87, "iter": 800, "lr": 0.00949, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9275, "top5_acc": 0.99938, "loss_cls": 0.3417, "loss": 0.3417, "time": 0.49178}
+{"mode": "train", "epoch": 87, "iter": 900, "lr": 0.00947, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9525, "top5_acc": 1.0, "loss_cls": 0.29402, "loss": 0.29402, "time": 0.49168}
+{"mode": "train", "epoch": 87, "iter": 1000, "lr": 0.00945, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.94, "top5_acc": 0.99938, "loss_cls": 0.32098, "loss": 0.32098, "time": 0.49151}
+{"mode": "train", "epoch": 87, "iter": 1100, "lr": 0.00943, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94438, "top5_acc": 0.99938, "loss_cls": 0.32595, "loss": 0.32595, "time": 0.49019}
+{"mode": "train", "epoch": 87, "iter": 1200, "lr": 0.00941, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.93562, "top5_acc": 1.0, "loss_cls": 0.33408, "loss": 0.33408, "time": 0.37046}
+{"mode": "val", "epoch": 87, "iter": 533, "lr": 0.00939, "top1_acc": 0.86492, "top5_acc": 0.99143, "mean_class_accuracy": 0.82189}
+{"mode": "train", "epoch": 88, "iter": 100, "lr": 0.00937, "memory": 4083, "data_time": 0.1891, "top1_acc": 0.95625, "top5_acc": 0.9975, "loss_cls": 0.25937, "loss": 0.25937, "time": 0.79411}
+{"mode": "train", "epoch": 88, "iter": 200, "lr": 0.00935, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.94812, "top5_acc": 1.0, "loss_cls": 0.29994, "loss": 0.29994, "time": 0.48954}
+{"mode": "train", "epoch": 88, "iter": 300, "lr": 0.00933, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.93688, "top5_acc": 1.0, "loss_cls": 0.34335, "loss": 0.34335, "time": 0.49478}
+{"mode": "train", "epoch": 88, "iter": 400, "lr": 0.00931, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.95188, "top5_acc": 0.99938, "loss_cls": 0.30175, "loss": 0.30175, "time": 0.49381}
+{"mode": "train", "epoch": 88, "iter": 500, "lr": 0.00929, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9425, "top5_acc": 1.0, "loss_cls": 0.31041, "loss": 0.31041, "time": 0.4921}
+{"mode": "train", "epoch": 88, "iter": 600, "lr": 0.00927, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.94125, "top5_acc": 1.0, "loss_cls": 0.33891, "loss": 0.33891, "time": 0.4925}
+{"mode": "train", "epoch": 88, "iter": 700, "lr": 0.00925, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94625, "top5_acc": 0.99812, "loss_cls": 0.327, "loss": 0.327, "time": 0.48903}
+{"mode": "train", "epoch": 88, "iter": 800, "lr": 0.00923, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.93812, "top5_acc": 0.99812, "loss_cls": 0.33017, "loss": 0.33017, "time": 0.49496}
+{"mode": "train", "epoch": 88, "iter": 900, "lr": 0.00921, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94312, "top5_acc": 0.99938, "loss_cls": 0.32028, "loss": 0.32028, "time": 0.49255}
+{"mode": "train", "epoch": 88, "iter": 1000, "lr": 0.00919, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94, "top5_acc": 0.99875, "loss_cls": 0.34935, "loss": 0.34935, "time": 0.49261}
+{"mode": "train", "epoch": 88, "iter": 1100, "lr": 0.00917, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.92812, "top5_acc": 0.99938, "loss_cls": 0.38167, "loss": 0.38167, "time": 0.4916}
+{"mode": "train", "epoch": 88, "iter": 1200, "lr": 0.00915, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.93938, "top5_acc": 0.99875, "loss_cls": 0.34885, "loss": 0.34885, "time": 0.3708}
+{"mode": "val", "epoch": 88, "iter": 533, "lr": 0.00914, "top1_acc": 0.8722, "top5_acc": 0.9912, "mean_class_accuracy": 0.83306}
+{"mode": "train", "epoch": 89, "iter": 100, "lr": 0.00912, "memory": 4083, "data_time": 0.19343, "top1_acc": 0.95438, "top5_acc": 1.0, "loss_cls": 0.27313, "loss": 0.27313, "time": 0.79051}
+{"mode": "train", "epoch": 89, "iter": 200, "lr": 0.0091, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.95688, "top5_acc": 1.0, "loss_cls": 0.26367, "loss": 0.26367, "time": 0.49239}
+{"mode": "train", "epoch": 89, "iter": 300, "lr": 0.00908, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.94375, "top5_acc": 0.99688, "loss_cls": 0.31902, "loss": 0.31902, "time": 0.49351}
+{"mode": "train", "epoch": 89, "iter": 400, "lr": 0.00906, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.92875, "top5_acc": 0.99812, "loss_cls": 0.37867, "loss": 0.37867, "time": 0.49111}
+{"mode": "train", "epoch": 89, "iter": 500, "lr": 0.00904, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.935, "top5_acc": 1.0, "loss_cls": 0.31967, "loss": 0.31967, "time": 0.49261}
+{"mode": "train", "epoch": 89, "iter": 600, "lr": 0.00902, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.93812, "top5_acc": 0.99875, "loss_cls": 0.30925, "loss": 0.30925, "time": 0.48909}
+{"mode": "train", "epoch": 89, "iter": 700, "lr": 0.009, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.93875, "top5_acc": 0.99875, "loss_cls": 0.34724, "loss": 0.34724, "time": 0.48999}
+{"mode": "train", "epoch": 89, "iter": 800, "lr": 0.00898, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.92938, "top5_acc": 0.99875, "loss_cls": 0.35785, "loss": 0.35785, "time": 0.49083}
+{"mode": "train", "epoch": 89, "iter": 900, "lr": 0.00896, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.93812, "top5_acc": 0.99938, "loss_cls": 0.336, "loss": 0.336, "time": 0.49178}
+{"mode": "train", "epoch": 89, "iter": 1000, "lr": 0.00894, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.9325, "top5_acc": 0.99812, "loss_cls": 0.37801, "loss": 0.37801, "time": 0.48931}
+{"mode": "train", "epoch": 89, "iter": 1100, "lr": 0.00892, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.94125, "top5_acc": 0.99875, "loss_cls": 0.32897, "loss": 0.32897, "time": 0.49156}
+{"mode": "train", "epoch": 89, "iter": 1200, "lr": 0.0089, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.93875, "top5_acc": 0.99938, "loss_cls": 0.33456, "loss": 0.33456, "time": 0.37402}
+{"mode": "val", "epoch": 89, "iter": 533, "lr": 0.00889, "top1_acc": 0.8675, "top5_acc": 0.99167, "mean_class_accuracy": 0.81977}
+{"mode": "train", "epoch": 90, "iter": 100, "lr": 0.00887, "memory": 4083, "data_time": 0.19482, "top1_acc": 0.9475, "top5_acc": 1.0, "loss_cls": 0.31361, "loss": 0.31361, "time": 0.80855}
+{"mode": "train", "epoch": 90, "iter": 200, "lr": 0.00885, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.94625, "top5_acc": 0.99875, "loss_cls": 0.30659, "loss": 0.30659, "time": 0.48757}
+{"mode": "train", "epoch": 90, "iter": 300, "lr": 0.00883, "memory": 4083, "data_time": 0.00046, "top1_acc": 0.94938, "top5_acc": 0.99938, "loss_cls": 0.28549, "loss": 0.28549, "time": 0.49013}
+{"mode": "train", "epoch": 90, "iter": 400, "lr": 0.00881, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94188, "top5_acc": 0.99812, "loss_cls": 0.32794, "loss": 0.32794, "time": 0.49022}
+{"mode": "train", "epoch": 90, "iter": 500, "lr": 0.00879, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.95938, "top5_acc": 1.0, "loss_cls": 0.24574, "loss": 0.24574, "time": 0.49109}
+{"mode": "train", "epoch": 90, "iter": 600, "lr": 0.00877, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.93375, "top5_acc": 0.99875, "loss_cls": 0.34871, "loss": 0.34871, "time": 0.48988}
+{"mode": "train", "epoch": 90, "iter": 700, "lr": 0.00875, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.93875, "top5_acc": 0.99875, "loss_cls": 0.34571, "loss": 0.34571, "time": 0.4901}
+{"mode": "train", "epoch": 90, "iter": 800, "lr": 0.00873, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.94375, "top5_acc": 0.99812, "loss_cls": 0.30077, "loss": 0.30077, "time": 0.49315}
+{"mode": "train", "epoch": 90, "iter": 900, "lr": 0.00871, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.94, "top5_acc": 0.99938, "loss_cls": 0.32748, "loss": 0.32748, "time": 0.49052}
+{"mode": "train", "epoch": 90, "iter": 1000, "lr": 0.00869, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.94312, "top5_acc": 1.0, "loss_cls": 0.32452, "loss": 0.32452, "time": 0.4927}
+{"mode": "train", "epoch": 90, "iter": 1100, "lr": 0.00867, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.95, "top5_acc": 0.99938, "loss_cls": 0.28454, "loss": 0.28454, "time": 0.49406}
+{"mode": "train", "epoch": 90, "iter": 1200, "lr": 0.00865, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94, "top5_acc": 0.99938, "loss_cls": 0.31289, "loss": 0.31289, "time": 0.36779}
+{"mode": "val", "epoch": 90, "iter": 533, "lr": 0.00864, "top1_acc": 0.88206, "top5_acc": 0.99225, "mean_class_accuracy": 0.8376}
+{"mode": "train", "epoch": 91, "iter": 100, "lr": 0.00862, "memory": 4083, "data_time": 0.19189, "top1_acc": 0.95312, "top5_acc": 0.99812, "loss_cls": 0.27718, "loss": 0.27718, "time": 0.79544}
+{"mode": "train", "epoch": 91, "iter": 200, "lr": 0.0086, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.9525, "top5_acc": 0.99938, "loss_cls": 0.28056, "loss": 0.28056, "time": 0.49137}
+{"mode": "train", "epoch": 91, "iter": 300, "lr": 0.00858, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.96062, "top5_acc": 0.99938, "loss_cls": 0.24279, "loss": 0.24279, "time": 0.49405}
+{"mode": "train", "epoch": 91, "iter": 400, "lr": 0.00856, "memory": 4083, "data_time": 0.00055, "top1_acc": 0.93688, "top5_acc": 0.99875, "loss_cls": 0.33554, "loss": 0.33554, "time": 0.49247}
+{"mode": "train", "epoch": 91, "iter": 500, "lr": 0.00854, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.94688, "top5_acc": 1.0, "loss_cls": 0.29865, "loss": 0.29865, "time": 0.49166}
+{"mode": "train", "epoch": 91, "iter": 600, "lr": 0.00852, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.94938, "top5_acc": 0.99938, "loss_cls": 0.29857, "loss": 0.29857, "time": 0.48874}
+{"mode": "train", "epoch": 91, "iter": 700, "lr": 0.0085, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.95, "top5_acc": 0.99875, "loss_cls": 0.2666, "loss": 0.2666, "time": 0.49306}
+{"mode": "train", "epoch": 91, "iter": 800, "lr": 0.00848, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.93812, "top5_acc": 0.99938, "loss_cls": 0.29508, "loss": 0.29508, "time": 0.49108}
+{"mode": "train", "epoch": 91, "iter": 900, "lr": 0.00846, "memory": 4083, "data_time": 0.00048, "top1_acc": 0.94312, "top5_acc": 0.99938, "loss_cls": 0.31825, "loss": 0.31825, "time": 0.48847}
+{"mode": "train", "epoch": 91, "iter": 1000, "lr": 0.00844, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95, "top5_acc": 1.0, "loss_cls": 0.27436, "loss": 0.27436, "time": 0.48986}
+{"mode": "train", "epoch": 91, "iter": 1100, "lr": 0.00842, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.94125, "top5_acc": 0.99875, "loss_cls": 0.31681, "loss": 0.31681, "time": 0.48918}
+{"mode": "train", "epoch": 91, "iter": 1200, "lr": 0.0084, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.95125, "top5_acc": 0.99812, "loss_cls": 0.29991, "loss": 0.29991, "time": 0.36859}
+{"mode": "val", "epoch": 91, "iter": 533, "lr": 0.00839, "top1_acc": 0.88077, "top5_acc": 0.99437, "mean_class_accuracy": 0.8418}
+{"mode": "train", "epoch": 92, "iter": 100, "lr": 0.00837, "memory": 4083, "data_time": 0.19184, "top1_acc": 0.95562, "top5_acc": 1.0, "loss_cls": 0.27297, "loss": 0.27297, "time": 0.80082}
+{"mode": "train", "epoch": 92, "iter": 200, "lr": 0.00835, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.9475, "top5_acc": 1.0, "loss_cls": 0.29893, "loss": 0.29893, "time": 0.48992}
+{"mode": "train", "epoch": 92, "iter": 300, "lr": 0.00833, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94438, "top5_acc": 0.99875, "loss_cls": 0.30316, "loss": 0.30316, "time": 0.49091}
+{"mode": "train", "epoch": 92, "iter": 400, "lr": 0.00831, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94875, "top5_acc": 0.99938, "loss_cls": 0.29688, "loss": 0.29688, "time": 0.49218}
+{"mode": "train", "epoch": 92, "iter": 500, "lr": 0.00829, "memory": 4083, "data_time": 0.00054, "top1_acc": 0.94875, "top5_acc": 1.0, "loss_cls": 0.29824, "loss": 0.29824, "time": 0.49101}
+{"mode": "train", "epoch": 92, "iter": 600, "lr": 0.00827, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.94812, "top5_acc": 0.99875, "loss_cls": 0.29192, "loss": 0.29192, "time": 0.49199}
+{"mode": "train", "epoch": 92, "iter": 700, "lr": 0.00825, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.95125, "top5_acc": 0.99875, "loss_cls": 0.28939, "loss": 0.28939, "time": 0.48962}
+{"mode": "train", "epoch": 92, "iter": 800, "lr": 0.00824, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.94938, "top5_acc": 0.99938, "loss_cls": 0.30739, "loss": 0.30739, "time": 0.4911}
+{"mode": "train", "epoch": 92, "iter": 900, "lr": 0.00822, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.935, "top5_acc": 0.99875, "loss_cls": 0.32652, "loss": 0.32652, "time": 0.49113}
+{"mode": "train", "epoch": 92, "iter": 1000, "lr": 0.0082, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95188, "top5_acc": 1.0, "loss_cls": 0.28144, "loss": 0.28144, "time": 0.49041}
+{"mode": "train", "epoch": 92, "iter": 1100, "lr": 0.00818, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9525, "top5_acc": 1.0, "loss_cls": 0.26797, "loss": 0.26797, "time": 0.49374}
+{"mode": "train", "epoch": 92, "iter": 1200, "lr": 0.00816, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9375, "top5_acc": 1.0, "loss_cls": 0.32837, "loss": 0.32837, "time": 0.36656}
+{"mode": "val", "epoch": 92, "iter": 533, "lr": 0.00814, "top1_acc": 0.8729, "top5_acc": 0.99249, "mean_class_accuracy": 0.835}
+{"mode": "train", "epoch": 93, "iter": 100, "lr": 0.00812, "memory": 4083, "data_time": 0.19297, "top1_acc": 0.94938, "top5_acc": 1.0, "loss_cls": 0.27405, "loss": 0.27405, "time": 0.81207}
+{"mode": "train", "epoch": 93, "iter": 200, "lr": 0.0081, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95625, "top5_acc": 0.99938, "loss_cls": 0.24626, "loss": 0.24626, "time": 0.49024}
+{"mode": "train", "epoch": 93, "iter": 300, "lr": 0.00809, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9525, "top5_acc": 1.0, "loss_cls": 0.27107, "loss": 0.27107, "time": 0.489}
+{"mode": "train", "epoch": 93, "iter": 400, "lr": 0.00807, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96062, "top5_acc": 1.0, "loss_cls": 0.26037, "loss": 0.26037, "time": 0.49054}
+{"mode": "train", "epoch": 93, "iter": 500, "lr": 0.00805, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95875, "top5_acc": 1.0, "loss_cls": 0.25588, "loss": 0.25588, "time": 0.49047}
+{"mode": "train", "epoch": 93, "iter": 600, "lr": 0.00803, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.95688, "top5_acc": 1.0, "loss_cls": 0.25371, "loss": 0.25371, "time": 0.4938}
+{"mode": "train", "epoch": 93, "iter": 700, "lr": 0.00801, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.95, "top5_acc": 0.99938, "loss_cls": 0.28348, "loss": 0.28348, "time": 0.4928}
+{"mode": "train", "epoch": 93, "iter": 800, "lr": 0.00799, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.95625, "top5_acc": 0.99938, "loss_cls": 0.24625, "loss": 0.24625, "time": 0.49058}
+{"mode": "train", "epoch": 93, "iter": 900, "lr": 0.00797, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95375, "top5_acc": 0.99938, "loss_cls": 0.27069, "loss": 0.27069, "time": 0.49567}
+{"mode": "train", "epoch": 93, "iter": 1000, "lr": 0.00795, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9375, "top5_acc": 0.99875, "loss_cls": 0.35114, "loss": 0.35114, "time": 0.49108}
+{"mode": "train", "epoch": 93, "iter": 1100, "lr": 0.00793, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.94625, "top5_acc": 0.99875, "loss_cls": 0.31892, "loss": 0.31892, "time": 0.49096}
+{"mode": "train", "epoch": 93, "iter": 1200, "lr": 0.00791, "memory": 4083, "data_time": 0.00052, "top1_acc": 0.93875, "top5_acc": 0.99875, "loss_cls": 0.32303, "loss": 0.32303, "time": 0.35971}
+{"mode": "val", "epoch": 93, "iter": 533, "lr": 0.0079, "top1_acc": 0.86222, "top5_acc": 0.98956, "mean_class_accuracy": 0.81591}
+{"mode": "train", "epoch": 94, "iter": 100, "lr": 0.00788, "memory": 4083, "data_time": 0.19213, "top1_acc": 0.955, "top5_acc": 1.0, "loss_cls": 0.26395, "loss": 0.26395, "time": 0.81271}
+{"mode": "train", "epoch": 94, "iter": 200, "lr": 0.00786, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.95625, "top5_acc": 1.0, "loss_cls": 0.24526, "loss": 0.24526, "time": 0.49075}
+{"mode": "train", "epoch": 94, "iter": 300, "lr": 0.00784, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.95312, "top5_acc": 0.99938, "loss_cls": 0.26242, "loss": 0.26242, "time": 0.49206}
+{"mode": "train", "epoch": 94, "iter": 400, "lr": 0.00782, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9575, "top5_acc": 0.99875, "loss_cls": 0.25044, "loss": 0.25044, "time": 0.49036}
+{"mode": "train", "epoch": 94, "iter": 500, "lr": 0.0078, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.95625, "top5_acc": 1.0, "loss_cls": 0.25077, "loss": 0.25077, "time": 0.48945}
+{"mode": "train", "epoch": 94, "iter": 600, "lr": 0.00778, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9475, "top5_acc": 0.99812, "loss_cls": 0.2954, "loss": 0.2954, "time": 0.4888}
+{"mode": "train", "epoch": 94, "iter": 700, "lr": 0.00777, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.95438, "top5_acc": 0.99938, "loss_cls": 0.27782, "loss": 0.27782, "time": 0.48794}
+{"mode": "train", "epoch": 94, "iter": 800, "lr": 0.00775, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9525, "top5_acc": 0.99938, "loss_cls": 0.27033, "loss": 0.27033, "time": 0.49022}
+{"mode": "train", "epoch": 94, "iter": 900, "lr": 0.00773, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.95812, "top5_acc": 0.99938, "loss_cls": 0.24578, "loss": 0.24578, "time": 0.48976}
+{"mode": "train", "epoch": 94, "iter": 1000, "lr": 0.00771, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95375, "top5_acc": 0.99938, "loss_cls": 0.25114, "loss": 0.25114, "time": 0.4925}
+{"mode": "train", "epoch": 94, "iter": 1100, "lr": 0.00769, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.95688, "top5_acc": 0.99938, "loss_cls": 0.25508, "loss": 0.25508, "time": 0.49177}
+{"mode": "train", "epoch": 94, "iter": 1200, "lr": 0.00767, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.95438, "top5_acc": 0.99812, "loss_cls": 0.26851, "loss": 0.26851, "time": 0.34976}
+{"mode": "val", "epoch": 94, "iter": 533, "lr": 0.00766, "top1_acc": 0.88534, "top5_acc": 0.99331, "mean_class_accuracy": 0.84422}
+{"mode": "train", "epoch": 95, "iter": 100, "lr": 0.00764, "memory": 4083, "data_time": 0.19106, "top1_acc": 0.9625, "top5_acc": 0.99938, "loss_cls": 0.23191, "loss": 0.23191, "time": 0.80125}
+{"mode": "train", "epoch": 95, "iter": 200, "lr": 0.00762, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.95875, "top5_acc": 0.99938, "loss_cls": 0.25022, "loss": 0.25022, "time": 0.48985}
+{"mode": "train", "epoch": 95, "iter": 300, "lr": 0.0076, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.97, "top5_acc": 1.0, "loss_cls": 0.19977, "loss": 0.19977, "time": 0.48835}
+{"mode": "train", "epoch": 95, "iter": 400, "lr": 0.00758, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.96188, "top5_acc": 1.0, "loss_cls": 0.23282, "loss": 0.23282, "time": 0.48929}
+{"mode": "train", "epoch": 95, "iter": 500, "lr": 0.00756, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.96312, "top5_acc": 0.99875, "loss_cls": 0.22475, "loss": 0.22475, "time": 0.49171}
+{"mode": "train", "epoch": 95, "iter": 600, "lr": 0.00754, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9475, "top5_acc": 0.99938, "loss_cls": 0.32114, "loss": 0.32114, "time": 0.48803}
+{"mode": "train", "epoch": 95, "iter": 700, "lr": 0.00752, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95812, "top5_acc": 0.99938, "loss_cls": 0.25982, "loss": 0.25982, "time": 0.49211}
+{"mode": "train", "epoch": 95, "iter": 800, "lr": 0.00751, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.94438, "top5_acc": 1.0, "loss_cls": 0.30033, "loss": 0.30033, "time": 0.49255}
+{"mode": "train", "epoch": 95, "iter": 900, "lr": 0.00749, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.95688, "top5_acc": 0.99875, "loss_cls": 0.26789, "loss": 0.26789, "time": 0.49273}
+{"mode": "train", "epoch": 95, "iter": 1000, "lr": 0.00747, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95375, "top5_acc": 1.0, "loss_cls": 0.27207, "loss": 0.27207, "time": 0.48789}
+{"mode": "train", "epoch": 95, "iter": 1100, "lr": 0.00745, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.96125, "top5_acc": 1.0, "loss_cls": 0.24384, "loss": 0.24384, "time": 0.4912}
+{"mode": "train", "epoch": 95, "iter": 1200, "lr": 0.00743, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.9475, "top5_acc": 0.99938, "loss_cls": 0.28761, "loss": 0.28761, "time": 0.36166}
+{"mode": "val", "epoch": 95, "iter": 533, "lr": 0.00742, "top1_acc": 0.88992, "top5_acc": 0.99378, "mean_class_accuracy": 0.8417}
+{"mode": "train", "epoch": 96, "iter": 100, "lr": 0.0074, "memory": 4083, "data_time": 0.19295, "top1_acc": 0.965, "top5_acc": 1.0, "loss_cls": 0.22298, "loss": 0.22298, "time": 0.80188}
+{"mode": "train", "epoch": 96, "iter": 200, "lr": 0.00738, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96875, "top5_acc": 1.0, "loss_cls": 0.18808, "loss": 0.18808, "time": 0.4916}
+{"mode": "train", "epoch": 96, "iter": 300, "lr": 0.00736, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96062, "top5_acc": 0.99938, "loss_cls": 0.22754, "loss": 0.22754, "time": 0.48807}
+{"mode": "train", "epoch": 96, "iter": 400, "lr": 0.00734, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.96375, "top5_acc": 0.99875, "loss_cls": 0.22589, "loss": 0.22589, "time": 0.4934}
+{"mode": "train", "epoch": 96, "iter": 500, "lr": 0.00732, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96562, "top5_acc": 0.99812, "loss_cls": 0.24611, "loss": 0.24611, "time": 0.49139}
+{"mode": "train", "epoch": 96, "iter": 600, "lr": 0.0073, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.95938, "top5_acc": 0.99938, "loss_cls": 0.23801, "loss": 0.23801, "time": 0.486}
+{"mode": "train", "epoch": 96, "iter": 700, "lr": 0.00729, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95188, "top5_acc": 0.99938, "loss_cls": 0.28006, "loss": 0.28006, "time": 0.48818}
+{"mode": "train", "epoch": 96, "iter": 800, "lr": 0.00727, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.96, "top5_acc": 0.99938, "loss_cls": 0.23394, "loss": 0.23394, "time": 0.49016}
+{"mode": "train", "epoch": 96, "iter": 900, "lr": 0.00725, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.95938, "top5_acc": 1.0, "loss_cls": 0.24408, "loss": 0.24408, "time": 0.49225}
+{"mode": "train", "epoch": 96, "iter": 1000, "lr": 0.00723, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.94312, "top5_acc": 0.99875, "loss_cls": 0.3077, "loss": 0.3077, "time": 0.48857}
+{"mode": "train", "epoch": 96, "iter": 1100, "lr": 0.00721, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.9325, "top5_acc": 0.99875, "loss_cls": 0.34885, "loss": 0.34885, "time": 0.48763}
+{"mode": "train", "epoch": 96, "iter": 1200, "lr": 0.00719, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.955, "top5_acc": 0.99938, "loss_cls": 0.29055, "loss": 0.29055, "time": 0.36071}
+{"mode": "val", "epoch": 96, "iter": 533, "lr": 0.00718, "top1_acc": 0.88253, "top5_acc": 0.99132, "mean_class_accuracy": 0.84288}
+{"mode": "train", "epoch": 97, "iter": 100, "lr": 0.00716, "memory": 4083, "data_time": 0.19113, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.23667, "loss": 0.23667, "time": 0.79253}
+{"mode": "train", "epoch": 97, "iter": 200, "lr": 0.00714, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.95625, "top5_acc": 0.99938, "loss_cls": 0.22845, "loss": 0.22845, "time": 0.49004}
+{"mode": "train", "epoch": 97, "iter": 300, "lr": 0.00712, "memory": 4083, "data_time": 0.00047, "top1_acc": 0.95562, "top5_acc": 0.99938, "loss_cls": 0.26625, "loss": 0.26625, "time": 0.48986}
+{"mode": "train", "epoch": 97, "iter": 400, "lr": 0.0071, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.95375, "top5_acc": 0.99875, "loss_cls": 0.26405, "loss": 0.26405, "time": 0.49191}
+{"mode": "train", "epoch": 97, "iter": 500, "lr": 0.00709, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.1963, "loss": 0.1963, "time": 0.49081}
+{"mode": "train", "epoch": 97, "iter": 600, "lr": 0.00707, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.21229, "loss": 0.21229, "time": 0.48679}
+{"mode": "train", "epoch": 97, "iter": 700, "lr": 0.00705, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95438, "top5_acc": 1.0, "loss_cls": 0.23756, "loss": 0.23756, "time": 0.49077}
+{"mode": "train", "epoch": 97, "iter": 800, "lr": 0.00703, "memory": 4083, "data_time": 0.00021, "top1_acc": 0.95188, "top5_acc": 1.0, "loss_cls": 0.27263, "loss": 0.27263, "time": 0.49229}
+{"mode": "train", "epoch": 97, "iter": 900, "lr": 0.00701, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.95875, "top5_acc": 0.99875, "loss_cls": 0.25346, "loss": 0.25346, "time": 0.48944}
+{"mode": "train", "epoch": 97, "iter": 1000, "lr": 0.00699, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.9475, "top5_acc": 1.0, "loss_cls": 0.29253, "loss": 0.29253, "time": 0.48966}
+{"mode": "train", "epoch": 97, "iter": 1100, "lr": 0.00698, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.955, "top5_acc": 1.0, "loss_cls": 0.26868, "loss": 0.26868, "time": 0.49119}
+{"mode": "train", "epoch": 97, "iter": 1200, "lr": 0.00696, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95, "top5_acc": 0.9975, "loss_cls": 0.28819, "loss": 0.28819, "time": 0.37492}
+{"mode": "val", "epoch": 97, "iter": 533, "lr": 0.00694, "top1_acc": 0.87302, "top5_acc": 0.99002, "mean_class_accuracy": 0.83859}
+{"mode": "train", "epoch": 98, "iter": 100, "lr": 0.00692, "memory": 4083, "data_time": 0.1901, "top1_acc": 0.96188, "top5_acc": 0.99938, "loss_cls": 0.24599, "loss": 0.24599, "time": 0.79507}
+{"mode": "train", "epoch": 98, "iter": 200, "lr": 0.00691, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.95812, "top5_acc": 1.0, "loss_cls": 0.23715, "loss": 0.23715, "time": 0.48983}
+{"mode": "train", "epoch": 98, "iter": 300, "lr": 0.00689, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.9525, "top5_acc": 1.0, "loss_cls": 0.24826, "loss": 0.24826, "time": 0.4874}
+{"mode": "train", "epoch": 98, "iter": 400, "lr": 0.00687, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96438, "top5_acc": 0.99938, "loss_cls": 0.22304, "loss": 0.22304, "time": 0.48845}
+{"mode": "train", "epoch": 98, "iter": 500, "lr": 0.00685, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.20111, "loss": 0.20111, "time": 0.49119}
+{"mode": "train", "epoch": 98, "iter": 600, "lr": 0.00683, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.22642, "loss": 0.22642, "time": 0.49266}
+{"mode": "train", "epoch": 98, "iter": 700, "lr": 0.00681, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9625, "top5_acc": 1.0, "loss_cls": 0.22247, "loss": 0.22247, "time": 0.49416}
+{"mode": "train", "epoch": 98, "iter": 800, "lr": 0.0068, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.95688, "top5_acc": 1.0, "loss_cls": 0.2367, "loss": 0.2367, "time": 0.48971}
+{"mode": "train", "epoch": 98, "iter": 900, "lr": 0.00678, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.96125, "top5_acc": 0.99938, "loss_cls": 0.24551, "loss": 0.24551, "time": 0.48758}
+{"mode": "train", "epoch": 98, "iter": 1000, "lr": 0.00676, "memory": 4083, "data_time": 0.00052, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.20261, "loss": 0.20261, "time": 0.48893}
+{"mode": "train", "epoch": 98, "iter": 1100, "lr": 0.00674, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.95875, "top5_acc": 1.0, "loss_cls": 0.22854, "loss": 0.22854, "time": 0.48687}
+{"mode": "train", "epoch": 98, "iter": 1200, "lr": 0.00672, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.95875, "top5_acc": 1.0, "loss_cls": 0.23586, "loss": 0.23586, "time": 0.37205}
+{"mode": "val", "epoch": 98, "iter": 533, "lr": 0.00671, "top1_acc": 0.88487, "top5_acc": 0.99261, "mean_class_accuracy": 0.83721}
+{"mode": "train", "epoch": 99, "iter": 100, "lr": 0.00669, "memory": 4083, "data_time": 0.1883, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.19287, "loss": 0.19287, "time": 0.79998}
+{"mode": "train", "epoch": 99, "iter": 200, "lr": 0.00667, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.16295, "loss": 0.16295, "time": 0.48733}
+{"mode": "train", "epoch": 99, "iter": 300, "lr": 0.00665, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.97625, "top5_acc": 0.99938, "loss_cls": 0.15952, "loss": 0.15952, "time": 0.48989}
+{"mode": "train", "epoch": 99, "iter": 400, "lr": 0.00664, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.97438, "top5_acc": 0.99938, "loss_cls": 0.17743, "loss": 0.17743, "time": 0.49018}
+{"mode": "train", "epoch": 99, "iter": 500, "lr": 0.00662, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.16295, "loss": 0.16295, "time": 0.49}
+{"mode": "train", "epoch": 99, "iter": 600, "lr": 0.0066, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.96, "top5_acc": 1.0, "loss_cls": 0.22406, "loss": 0.22406, "time": 0.4917}
+{"mode": "train", "epoch": 99, "iter": 700, "lr": 0.00658, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.96875, "top5_acc": 1.0, "loss_cls": 0.20407, "loss": 0.20407, "time": 0.49344}
+{"mode": "train", "epoch": 99, "iter": 800, "lr": 0.00656, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.18017, "loss": 0.18017, "time": 0.4885}
+{"mode": "train", "epoch": 99, "iter": 900, "lr": 0.00655, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.95875, "top5_acc": 0.99938, "loss_cls": 0.24045, "loss": 0.24045, "time": 0.4923}
+{"mode": "train", "epoch": 99, "iter": 1000, "lr": 0.00653, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.95625, "top5_acc": 1.0, "loss_cls": 0.21855, "loss": 0.21855, "time": 0.48733}
+{"mode": "train", "epoch": 99, "iter": 1100, "lr": 0.00651, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.96125, "top5_acc": 1.0, "loss_cls": 0.21916, "loss": 0.21916, "time": 0.49161}
+{"mode": "train", "epoch": 99, "iter": 1200, "lr": 0.00649, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9525, "top5_acc": 1.0, "loss_cls": 0.25235, "loss": 0.25235, "time": 0.36319}
+{"mode": "val", "epoch": 99, "iter": 533, "lr": 0.00648, "top1_acc": 0.86621, "top5_acc": 0.98826, "mean_class_accuracy": 0.83212}
+{"mode": "train", "epoch": 100, "iter": 100, "lr": 0.00646, "memory": 4083, "data_time": 0.19272, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.17022, "loss": 0.17022, "time": 0.78299}
+{"mode": "train", "epoch": 100, "iter": 200, "lr": 0.00644, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.96625, "top5_acc": 0.99938, "loss_cls": 0.20352, "loss": 0.20352, "time": 0.48983}
+{"mode": "train", "epoch": 100, "iter": 300, "lr": 0.00642, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.965, "top5_acc": 1.0, "loss_cls": 0.21317, "loss": 0.21317, "time": 0.49204}
+{"mode": "train", "epoch": 100, "iter": 400, "lr": 0.00641, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.96312, "top5_acc": 0.99938, "loss_cls": 0.21983, "loss": 0.21983, "time": 0.48954}
+{"mode": "train", "epoch": 100, "iter": 500, "lr": 0.00639, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95938, "top5_acc": 0.99938, "loss_cls": 0.2422, "loss": 0.2422, "time": 0.48994}
+{"mode": "train", "epoch": 100, "iter": 600, "lr": 0.00637, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.96312, "top5_acc": 0.99938, "loss_cls": 0.23158, "loss": 0.23158, "time": 0.49187}
+{"mode": "train", "epoch": 100, "iter": 700, "lr": 0.00635, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.95688, "top5_acc": 0.99875, "loss_cls": 0.24238, "loss": 0.24238, "time": 0.49348}
+{"mode": "train", "epoch": 100, "iter": 800, "lr": 0.00634, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96562, "top5_acc": 1.0, "loss_cls": 0.19778, "loss": 0.19778, "time": 0.4916}
+{"mode": "train", "epoch": 100, "iter": 900, "lr": 0.00632, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.97, "top5_acc": 1.0, "loss_cls": 0.19925, "loss": 0.19925, "time": 0.49264}
+{"mode": "train", "epoch": 100, "iter": 1000, "lr": 0.0063, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95938, "top5_acc": 0.99938, "loss_cls": 0.23994, "loss": 0.23994, "time": 0.49402}
+{"mode": "train", "epoch": 100, "iter": 1100, "lr": 0.00628, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.96375, "top5_acc": 0.99938, "loss_cls": 0.23792, "loss": 0.23792, "time": 0.49013}
+{"mode": "train", "epoch": 100, "iter": 1200, "lr": 0.00626, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.95125, "top5_acc": 0.99938, "loss_cls": 0.2666, "loss": 0.2666, "time": 0.38063}
+{"mode": "val", "epoch": 100, "iter": 533, "lr": 0.00625, "top1_acc": 0.88522, "top5_acc": 0.99355, "mean_class_accuracy": 0.85414}
+{"mode": "train", "epoch": 101, "iter": 100, "lr": 0.00623, "memory": 4083, "data_time": 0.19213, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.21856, "loss": 0.21856, "time": 0.79649}
+{"mode": "train", "epoch": 101, "iter": 200, "lr": 0.00621, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.21056, "loss": 0.21056, "time": 0.4925}
+{"mode": "train", "epoch": 101, "iter": 300, "lr": 0.0062, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.19827, "loss": 0.19827, "time": 0.49304}
+{"mode": "train", "epoch": 101, "iter": 400, "lr": 0.00618, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96375, "top5_acc": 1.0, "loss_cls": 0.20869, "loss": 0.20869, "time": 0.48998}
+{"mode": "train", "epoch": 101, "iter": 500, "lr": 0.00616, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.14317, "loss": 0.14317, "time": 0.49212}
+{"mode": "train", "epoch": 101, "iter": 600, "lr": 0.00614, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.19188, "loss": 0.19188, "time": 0.48844}
+{"mode": "train", "epoch": 101, "iter": 700, "lr": 0.00613, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.94375, "top5_acc": 0.99938, "loss_cls": 0.27351, "loss": 0.27351, "time": 0.49252}
+{"mode": "train", "epoch": 101, "iter": 800, "lr": 0.00611, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.97, "top5_acc": 0.99938, "loss_cls": 0.21132, "loss": 0.21132, "time": 0.49141}
+{"mode": "train", "epoch": 101, "iter": 900, "lr": 0.00609, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95125, "top5_acc": 1.0, "loss_cls": 0.26974, "loss": 0.26974, "time": 0.49056}
+{"mode": "train", "epoch": 101, "iter": 1000, "lr": 0.00607, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.21407, "loss": 0.21407, "time": 0.49009}
+{"mode": "train", "epoch": 101, "iter": 1100, "lr": 0.00606, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96125, "top5_acc": 1.0, "loss_cls": 0.21684, "loss": 0.21684, "time": 0.49162}
+{"mode": "train", "epoch": 101, "iter": 1200, "lr": 0.00604, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.9475, "top5_acc": 0.99938, "loss_cls": 0.28966, "loss": 0.28966, "time": 0.36932}
+{"mode": "val", "epoch": 101, "iter": 533, "lr": 0.00602, "top1_acc": 0.88229, "top5_acc": 0.99179, "mean_class_accuracy": 0.83239}
+{"mode": "train", "epoch": 102, "iter": 100, "lr": 0.00601, "memory": 4083, "data_time": 0.18305, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.18877, "loss": 0.18877, "time": 0.79122}
+{"mode": "train", "epoch": 102, "iter": 200, "lr": 0.00599, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.18765, "loss": 0.18765, "time": 0.49005}
+{"mode": "train", "epoch": 102, "iter": 300, "lr": 0.00597, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.19116, "loss": 0.19116, "time": 0.49022}
+{"mode": "train", "epoch": 102, "iter": 400, "lr": 0.00596, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96938, "top5_acc": 0.99875, "loss_cls": 0.21246, "loss": 0.21246, "time": 0.49202}
+{"mode": "train", "epoch": 102, "iter": 500, "lr": 0.00594, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.96562, "top5_acc": 0.99938, "loss_cls": 0.20497, "loss": 0.20497, "time": 0.49021}
+{"mode": "train", "epoch": 102, "iter": 600, "lr": 0.00592, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9675, "top5_acc": 0.99938, "loss_cls": 0.23241, "loss": 0.23241, "time": 0.49107}
+{"mode": "train", "epoch": 102, "iter": 700, "lr": 0.0059, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96312, "top5_acc": 0.99938, "loss_cls": 0.21213, "loss": 0.21213, "time": 0.49108}
+{"mode": "train", "epoch": 102, "iter": 800, "lr": 0.00589, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.96438, "top5_acc": 1.0, "loss_cls": 0.21317, "loss": 0.21317, "time": 0.49113}
+{"mode": "train", "epoch": 102, "iter": 900, "lr": 0.00587, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.95438, "top5_acc": 1.0, "loss_cls": 0.25766, "loss": 0.25766, "time": 0.48989}
+{"mode": "train", "epoch": 102, "iter": 1000, "lr": 0.00585, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.96062, "top5_acc": 1.0, "loss_cls": 0.23534, "loss": 0.23534, "time": 0.49241}
+{"mode": "train", "epoch": 102, "iter": 1100, "lr": 0.00583, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96938, "top5_acc": 0.99875, "loss_cls": 0.19565, "loss": 0.19565, "time": 0.49365}
+{"mode": "train", "epoch": 102, "iter": 1200, "lr": 0.00582, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.19134, "loss": 0.19134, "time": 0.3802}
+{"mode": "val", "epoch": 102, "iter": 533, "lr": 0.0058, "top1_acc": 0.8925, "top5_acc": 0.99331, "mean_class_accuracy": 0.85115}
+{"mode": "train", "epoch": 103, "iter": 100, "lr": 0.00579, "memory": 4083, "data_time": 0.18243, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.19959, "loss": 0.19959, "time": 0.79041}
+{"mode": "train", "epoch": 103, "iter": 200, "lr": 0.00577, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.15714, "loss": 0.15714, "time": 0.48923}
+{"mode": "train", "epoch": 103, "iter": 300, "lr": 0.00575, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97125, "top5_acc": 0.99938, "loss_cls": 0.18388, "loss": 0.18388, "time": 0.49235}
+{"mode": "train", "epoch": 103, "iter": 400, "lr": 0.00573, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.17489, "loss": 0.17489, "time": 0.48853}
+{"mode": "train", "epoch": 103, "iter": 500, "lr": 0.00572, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.13905, "loss": 0.13905, "time": 0.49367}
+{"mode": "train", "epoch": 103, "iter": 600, "lr": 0.0057, "memory": 4083, "data_time": 0.00021, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.18188, "loss": 0.18188, "time": 0.49127}
+{"mode": "train", "epoch": 103, "iter": 700, "lr": 0.00568, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.975, "top5_acc": 0.99875, "loss_cls": 0.17713, "loss": 0.17713, "time": 0.48948}
+{"mode": "train", "epoch": 103, "iter": 800, "lr": 0.00566, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.96875, "top5_acc": 1.0, "loss_cls": 0.18303, "loss": 0.18303, "time": 0.48971}
+{"mode": "train", "epoch": 103, "iter": 900, "lr": 0.00565, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.96688, "top5_acc": 0.99812, "loss_cls": 0.19951, "loss": 0.19951, "time": 0.49174}
+{"mode": "train", "epoch": 103, "iter": 1000, "lr": 0.00563, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.20818, "loss": 0.20818, "time": 0.49258}
+{"mode": "train", "epoch": 103, "iter": 1100, "lr": 0.00561, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.17191, "loss": 0.17191, "time": 0.49246}
+{"mode": "train", "epoch": 103, "iter": 1200, "lr": 0.0056, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.97062, "top5_acc": 1.0, "loss_cls": 0.17406, "loss": 0.17406, "time": 0.37441}
+{"mode": "val", "epoch": 103, "iter": 533, "lr": 0.00558, "top1_acc": 0.88828, "top5_acc": 0.99308, "mean_class_accuracy": 0.85838}
+{"mode": "train", "epoch": 104, "iter": 100, "lr": 0.00557, "memory": 4083, "data_time": 0.19451, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.18426, "loss": 0.18426, "time": 0.80834}
+{"mode": "train", "epoch": 104, "iter": 200, "lr": 0.00555, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.17122, "loss": 0.17122, "time": 0.4947}
+{"mode": "train", "epoch": 104, "iter": 300, "lr": 0.00553, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.177, "loss": 0.177, "time": 0.4912}
+{"mode": "train", "epoch": 104, "iter": 400, "lr": 0.00551, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.13727, "loss": 0.13727, "time": 0.49527}
+{"mode": "train", "epoch": 104, "iter": 500, "lr": 0.0055, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.17387, "loss": 0.17387, "time": 0.49552}
+{"mode": "train", "epoch": 104, "iter": 600, "lr": 0.00548, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.18271, "loss": 0.18271, "time": 0.49166}
+{"mode": "train", "epoch": 104, "iter": 700, "lr": 0.00546, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.16255, "loss": 0.16255, "time": 0.48961}
+{"mode": "train", "epoch": 104, "iter": 800, "lr": 0.00545, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.96438, "top5_acc": 0.99875, "loss_cls": 0.2164, "loss": 0.2164, "time": 0.49209}
+{"mode": "train", "epoch": 104, "iter": 900, "lr": 0.00543, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.95812, "top5_acc": 0.99938, "loss_cls": 0.24438, "loss": 0.24438, "time": 0.48853}
+{"mode": "train", "epoch": 104, "iter": 1000, "lr": 0.00541, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.96438, "top5_acc": 0.99938, "loss_cls": 0.22374, "loss": 0.22374, "time": 0.49257}
+{"mode": "train", "epoch": 104, "iter": 1100, "lr": 0.0054, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.16202, "loss": 0.16202, "time": 0.49006}
+{"mode": "train", "epoch": 104, "iter": 1200, "lr": 0.00538, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.97062, "top5_acc": 0.99875, "loss_cls": 0.17928, "loss": 0.17928, "time": 0.36262}
+{"mode": "val", "epoch": 104, "iter": 533, "lr": 0.00537, "top1_acc": 0.89391, "top5_acc": 0.99296, "mean_class_accuracy": 0.85326}
+{"mode": "train", "epoch": 105, "iter": 100, "lr": 0.00535, "memory": 4083, "data_time": 0.18276, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.12067, "loss": 0.12067, "time": 0.80355}
+{"mode": "train", "epoch": 105, "iter": 200, "lr": 0.00533, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.16179, "loss": 0.16179, "time": 0.49061}
+{"mode": "train", "epoch": 105, "iter": 300, "lr": 0.00532, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.13403, "loss": 0.13403, "time": 0.48958}
+{"mode": "train", "epoch": 105, "iter": 400, "lr": 0.0053, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.13495, "loss": 0.13495, "time": 0.49072}
+{"mode": "train", "epoch": 105, "iter": 500, "lr": 0.00528, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.16845, "loss": 0.16845, "time": 0.49105}
+{"mode": "train", "epoch": 105, "iter": 600, "lr": 0.00527, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.97562, "top5_acc": 0.99938, "loss_cls": 0.17031, "loss": 0.17031, "time": 0.49148}
+{"mode": "train", "epoch": 105, "iter": 700, "lr": 0.00525, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.16252, "loss": 0.16252, "time": 0.48971}
+{"mode": "train", "epoch": 105, "iter": 800, "lr": 0.00523, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.21044, "loss": 0.21044, "time": 0.49184}
+{"mode": "train", "epoch": 105, "iter": 900, "lr": 0.00522, "memory": 4083, "data_time": 0.00049, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.15178, "loss": 0.15178, "time": 0.49374}
+{"mode": "train", "epoch": 105, "iter": 1000, "lr": 0.0052, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.96688, "top5_acc": 1.0, "loss_cls": 0.19781, "loss": 0.19781, "time": 0.49474}
+{"mode": "train", "epoch": 105, "iter": 1100, "lr": 0.00518, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.17729, "loss": 0.17729, "time": 0.49402}
+{"mode": "train", "epoch": 105, "iter": 1200, "lr": 0.00517, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.16398, "loss": 0.16398, "time": 0.36122}
+{"mode": "val", "epoch": 105, "iter": 533, "lr": 0.00515, "top1_acc": 0.90001, "top5_acc": 0.99261, "mean_class_accuracy": 0.87276}
+{"mode": "train", "epoch": 106, "iter": 100, "lr": 0.00514, "memory": 4083, "data_time": 0.186, "top1_acc": 0.97625, "top5_acc": 1.0, "loss_cls": 0.15032, "loss": 0.15032, "time": 0.79014}
+{"mode": "train", "epoch": 106, "iter": 200, "lr": 0.00512, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.97625, "top5_acc": 0.99938, "loss_cls": 0.15221, "loss": 0.15221, "time": 0.49114}
+{"mode": "train", "epoch": 106, "iter": 300, "lr": 0.0051, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.14215, "loss": 0.14215, "time": 0.49688}
+{"mode": "train", "epoch": 106, "iter": 400, "lr": 0.00509, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97438, "top5_acc": 1.0, "loss_cls": 0.15686, "loss": 0.15686, "time": 0.49229}
+{"mode": "train", "epoch": 106, "iter": 500, "lr": 0.00507, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.10541, "loss": 0.10541, "time": 0.48796}
+{"mode": "train", "epoch": 106, "iter": 600, "lr": 0.00505, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.97375, "top5_acc": 1.0, "loss_cls": 0.16392, "loss": 0.16392, "time": 0.49141}
+{"mode": "train", "epoch": 106, "iter": 700, "lr": 0.00504, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.14285, "loss": 0.14285, "time": 0.49208}
+{"mode": "train", "epoch": 106, "iter": 800, "lr": 0.00502, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9675, "top5_acc": 1.0, "loss_cls": 0.18334, "loss": 0.18334, "time": 0.49301}
+{"mode": "train", "epoch": 106, "iter": 900, "lr": 0.005, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.97312, "top5_acc": 1.0, "loss_cls": 0.16218, "loss": 0.16218, "time": 0.49124}
+{"mode": "train", "epoch": 106, "iter": 1000, "lr": 0.00499, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.19636, "loss": 0.19636, "time": 0.4923}
+{"mode": "train", "epoch": 106, "iter": 1100, "lr": 0.00497, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.15277, "loss": 0.15277, "time": 0.49147}
+{"mode": "train", "epoch": 106, "iter": 1200, "lr": 0.00496, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.97125, "top5_acc": 1.0, "loss_cls": 0.17315, "loss": 0.17315, "time": 0.37121}
+{"mode": "val", "epoch": 106, "iter": 533, "lr": 0.00494, "top1_acc": 0.89004, "top5_acc": 0.99366, "mean_class_accuracy": 0.8456}
+{"mode": "train", "epoch": 107, "iter": 100, "lr": 0.00493, "memory": 4083, "data_time": 0.18817, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.12929, "loss": 0.12929, "time": 0.80564}
+{"mode": "train", "epoch": 107, "iter": 200, "lr": 0.00491, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.1337, "loss": 0.1337, "time": 0.4919}
+{"mode": "train", "epoch": 107, "iter": 300, "lr": 0.00489, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.12567, "loss": 0.12567, "time": 0.49366}
+{"mode": "train", "epoch": 107, "iter": 400, "lr": 0.00488, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.13618, "loss": 0.13618, "time": 0.49237}
+{"mode": "train", "epoch": 107, "iter": 500, "lr": 0.00486, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.975, "top5_acc": 1.0, "loss_cls": 0.13596, "loss": 0.13596, "time": 0.49223}
+{"mode": "train", "epoch": 107, "iter": 600, "lr": 0.00485, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.16642, "loss": 0.16642, "time": 0.49106}
+{"mode": "train", "epoch": 107, "iter": 700, "lr": 0.00483, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.14781, "loss": 0.14781, "time": 0.49501}
+{"mode": "train", "epoch": 107, "iter": 800, "lr": 0.00481, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.96938, "top5_acc": 1.0, "loss_cls": 0.17716, "loss": 0.17716, "time": 0.49107}
+{"mode": "train", "epoch": 107, "iter": 900, "lr": 0.0048, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9675, "top5_acc": 0.99938, "loss_cls": 0.18431, "loss": 0.18431, "time": 0.48918}
+{"mode": "train", "epoch": 107, "iter": 1000, "lr": 0.00478, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.97688, "top5_acc": 1.0, "loss_cls": 0.14671, "loss": 0.14671, "time": 0.49244}
+{"mode": "train", "epoch": 107, "iter": 1100, "lr": 0.00476, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9775, "top5_acc": 1.0, "loss_cls": 0.15212, "loss": 0.15212, "time": 0.48945}
+{"mode": "train", "epoch": 107, "iter": 1200, "lr": 0.00475, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.97375, "top5_acc": 0.99938, "loss_cls": 0.17389, "loss": 0.17389, "time": 0.36036}
+{"mode": "val", "epoch": 107, "iter": 533, "lr": 0.00474, "top1_acc": 0.90072, "top5_acc": 0.99331, "mean_class_accuracy": 0.8607}
+{"mode": "train", "epoch": 108, "iter": 100, "lr": 0.00472, "memory": 4083, "data_time": 0.18006, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.12086, "loss": 0.12086, "time": 0.78639}
+{"mode": "train", "epoch": 108, "iter": 200, "lr": 0.0047, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.10337, "loss": 0.10337, "time": 0.49444}
+{"mode": "train", "epoch": 108, "iter": 300, "lr": 0.00469, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.98, "top5_acc": 0.99938, "loss_cls": 0.12356, "loss": 0.12356, "time": 0.49026}
+{"mode": "train", "epoch": 108, "iter": 400, "lr": 0.00467, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.09217, "loss": 0.09217, "time": 0.48949}
+{"mode": "train", "epoch": 108, "iter": 500, "lr": 0.00466, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.15357, "loss": 0.15357, "time": 0.49241}
+{"mode": "train", "epoch": 108, "iter": 600, "lr": 0.00464, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.10957, "loss": 0.10957, "time": 0.49182}
+{"mode": "train", "epoch": 108, "iter": 700, "lr": 0.00462, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.11376, "loss": 0.11376, "time": 0.48992}
+{"mode": "train", "epoch": 108, "iter": 800, "lr": 0.00461, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.09568, "loss": 0.09568, "time": 0.49369}
+{"mode": "train", "epoch": 108, "iter": 900, "lr": 0.00459, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.15883, "loss": 0.15883, "time": 0.49205}
+{"mode": "train", "epoch": 108, "iter": 1000, "lr": 0.00458, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.14049, "loss": 0.14049, "time": 0.49246}
+{"mode": "train", "epoch": 108, "iter": 1100, "lr": 0.00456, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.12274, "loss": 0.12274, "time": 0.49451}
+{"mode": "train", "epoch": 108, "iter": 1200, "lr": 0.00455, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.97125, "top5_acc": 0.99875, "loss_cls": 0.19052, "loss": 0.19052, "time": 0.37983}
+{"mode": "val", "epoch": 108, "iter": 533, "lr": 0.00453, "top1_acc": 0.90001, "top5_acc": 0.99343, "mean_class_accuracy": 0.86794}
+{"mode": "train", "epoch": 109, "iter": 100, "lr": 0.00452, "memory": 4083, "data_time": 0.18838, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.12559, "loss": 0.12559, "time": 0.78865}
+{"mode": "train", "epoch": 109, "iter": 200, "lr": 0.0045, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.10167, "loss": 0.10167, "time": 0.49291}
+{"mode": "train", "epoch": 109, "iter": 300, "lr": 0.00449, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.09948, "loss": 0.09948, "time": 0.49621}
+{"mode": "train", "epoch": 109, "iter": 400, "lr": 0.00447, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.10754, "loss": 0.10754, "time": 0.49527}
+{"mode": "train", "epoch": 109, "iter": 500, "lr": 0.00445, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.08613, "loss": 0.08613, "time": 0.491}
+{"mode": "train", "epoch": 109, "iter": 600, "lr": 0.00444, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.09698, "loss": 0.09698, "time": 0.48896}
+{"mode": "train", "epoch": 109, "iter": 700, "lr": 0.00442, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.98188, "top5_acc": 0.99938, "loss_cls": 0.13561, "loss": 0.13561, "time": 0.49003}
+{"mode": "train", "epoch": 109, "iter": 800, "lr": 0.00441, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.1339, "loss": 0.1339, "time": 0.48853}
+{"mode": "train", "epoch": 109, "iter": 900, "lr": 0.00439, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.13204, "loss": 0.13204, "time": 0.48849}
+{"mode": "train", "epoch": 109, "iter": 1000, "lr": 0.00438, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.17198, "loss": 0.17198, "time": 0.49136}
+{"mode": "train", "epoch": 109, "iter": 1100, "lr": 0.00436, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.12249, "loss": 0.12249, "time": 0.49391}
+{"mode": "train", "epoch": 109, "iter": 1200, "lr": 0.00434, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.13926, "loss": 0.13926, "time": 0.37807}
+{"mode": "val", "epoch": 109, "iter": 533, "lr": 0.00433, "top1_acc": 0.90048, "top5_acc": 0.99331, "mean_class_accuracy": 0.86614}
+{"mode": "train", "epoch": 110, "iter": 100, "lr": 0.00432, "memory": 4083, "data_time": 0.18879, "top1_acc": 0.98688, "top5_acc": 0.99938, "loss_cls": 0.10889, "loss": 0.10889, "time": 0.7982}
+{"mode": "train", "epoch": 110, "iter": 200, "lr": 0.0043, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.12399, "loss": 0.12399, "time": 0.49068}
+{"mode": "train", "epoch": 110, "iter": 300, "lr": 0.00429, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.13557, "loss": 0.13557, "time": 0.49216}
+{"mode": "train", "epoch": 110, "iter": 400, "lr": 0.00427, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.14693, "loss": 0.14693, "time": 0.49292}
+{"mode": "train", "epoch": 110, "iter": 500, "lr": 0.00426, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.12665, "loss": 0.12665, "time": 0.4869}
+{"mode": "train", "epoch": 110, "iter": 600, "lr": 0.00424, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.13851, "loss": 0.13851, "time": 0.49201}
+{"mode": "train", "epoch": 110, "iter": 700, "lr": 0.00422, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.97125, "top5_acc": 0.99938, "loss_cls": 0.18614, "loss": 0.18614, "time": 0.49228}
+{"mode": "train", "epoch": 110, "iter": 800, "lr": 0.00421, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.13786, "loss": 0.13786, "time": 0.49008}
+{"mode": "train", "epoch": 110, "iter": 900, "lr": 0.00419, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.11529, "loss": 0.11529, "time": 0.49077}
+{"mode": "train", "epoch": 110, "iter": 1000, "lr": 0.00418, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.11335, "loss": 0.11335, "time": 0.49316}
+{"mode": "train", "epoch": 110, "iter": 1100, "lr": 0.00416, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.98, "top5_acc": 0.99938, "loss_cls": 0.12035, "loss": 0.12035, "time": 0.49339}
+{"mode": "train", "epoch": 110, "iter": 1200, "lr": 0.00415, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.11389, "loss": 0.11389, "time": 0.36894}
+{"mode": "val", "epoch": 110, "iter": 533, "lr": 0.00414, "top1_acc": 0.904, "top5_acc": 0.99448, "mean_class_accuracy": 0.87195}
+{"mode": "train", "epoch": 111, "iter": 100, "lr": 0.00412, "memory": 4083, "data_time": 0.17917, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.07527, "loss": 0.07527, "time": 0.7879}
+{"mode": "train", "epoch": 111, "iter": 200, "lr": 0.00411, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.10089, "loss": 0.10089, "time": 0.4912}
+{"mode": "train", "epoch": 111, "iter": 300, "lr": 0.00409, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.1145, "loss": 0.1145, "time": 0.48748}
+{"mode": "train", "epoch": 111, "iter": 400, "lr": 0.00408, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.11865, "loss": 0.11865, "time": 0.48908}
+{"mode": "train", "epoch": 111, "iter": 500, "lr": 0.00406, "memory": 4083, "data_time": 0.00046, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.12941, "loss": 0.12941, "time": 0.49005}
+{"mode": "train", "epoch": 111, "iter": 600, "lr": 0.00405, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.11381, "loss": 0.11381, "time": 0.49065}
+{"mode": "train", "epoch": 111, "iter": 700, "lr": 0.00403, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98625, "top5_acc": 0.99938, "loss_cls": 0.11241, "loss": 0.11241, "time": 0.49013}
+{"mode": "train", "epoch": 111, "iter": 800, "lr": 0.00402, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.1056, "loss": 0.1056, "time": 0.4938}
+{"mode": "train", "epoch": 111, "iter": 900, "lr": 0.004, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9725, "top5_acc": 1.0, "loss_cls": 0.1622, "loss": 0.1622, "time": 0.49115}
+{"mode": "train", "epoch": 111, "iter": 1000, "lr": 0.00399, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.98062, "top5_acc": 1.0, "loss_cls": 0.13167, "loss": 0.13167, "time": 0.49042}
+{"mode": "train", "epoch": 111, "iter": 1100, "lr": 0.00397, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.11384, "loss": 0.11384, "time": 0.49306}
+{"mode": "train", "epoch": 111, "iter": 1200, "lr": 0.00396, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.10987, "loss": 0.10987, "time": 0.37897}
+{"mode": "val", "epoch": 111, "iter": 533, "lr": 0.00394, "top1_acc": 0.90447, "top5_acc": 0.99355, "mean_class_accuracy": 0.87345}
+{"mode": "train", "epoch": 112, "iter": 100, "lr": 0.00393, "memory": 4083, "data_time": 0.18585, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08825, "loss": 0.08825, "time": 0.80204}
+{"mode": "train", "epoch": 112, "iter": 200, "lr": 0.00391, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.09346, "loss": 0.09346, "time": 0.49248}
+{"mode": "train", "epoch": 112, "iter": 300, "lr": 0.0039, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.15898, "loss": 0.15898, "time": 0.49255}
+{"mode": "train", "epoch": 112, "iter": 400, "lr": 0.00388, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.97562, "top5_acc": 1.0, "loss_cls": 0.1536, "loss": 0.1536, "time": 0.49284}
+{"mode": "train", "epoch": 112, "iter": 500, "lr": 0.00387, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.11927, "loss": 0.11927, "time": 0.49053}
+{"mode": "train", "epoch": 112, "iter": 600, "lr": 0.00385, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.11299, "loss": 0.11299, "time": 0.48775}
+{"mode": "train", "epoch": 112, "iter": 700, "lr": 0.00384, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.97875, "top5_acc": 1.0, "loss_cls": 0.13339, "loss": 0.13339, "time": 0.4907}
+{"mode": "train", "epoch": 112, "iter": 800, "lr": 0.00382, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.13192, "loss": 0.13192, "time": 0.49408}
+{"mode": "train", "epoch": 112, "iter": 900, "lr": 0.00381, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.10978, "loss": 0.10978, "time": 0.49404}
+{"mode": "train", "epoch": 112, "iter": 1000, "lr": 0.0038, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.12863, "loss": 0.12863, "time": 0.49071}
+{"mode": "train", "epoch": 112, "iter": 1100, "lr": 0.00378, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.13155, "loss": 0.13155, "time": 0.49282}
+{"mode": "train", "epoch": 112, "iter": 1200, "lr": 0.00377, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.0965, "loss": 0.0965, "time": 0.36131}
+{"mode": "val", "epoch": 112, "iter": 533, "lr": 0.00375, "top1_acc": 0.90823, "top5_acc": 0.99366, "mean_class_accuracy": 0.87634}
+{"mode": "train", "epoch": 113, "iter": 100, "lr": 0.00374, "memory": 4083, "data_time": 0.18617, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.08418, "loss": 0.08418, "time": 0.797}
+{"mode": "train", "epoch": 113, "iter": 200, "lr": 0.00373, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.07323, "loss": 0.07323, "time": 0.49593}
+{"mode": "train", "epoch": 113, "iter": 300, "lr": 0.00371, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9875, "top5_acc": 1.0, "loss_cls": 0.10584, "loss": 0.10584, "time": 0.49079}
+{"mode": "train", "epoch": 113, "iter": 400, "lr": 0.0037, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.09491, "loss": 0.09491, "time": 0.48723}
+{"mode": "train", "epoch": 113, "iter": 500, "lr": 0.00368, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07611, "loss": 0.07611, "time": 0.49123}
+{"mode": "train", "epoch": 113, "iter": 600, "lr": 0.00367, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06068, "loss": 0.06068, "time": 0.49342}
+{"mode": "train", "epoch": 113, "iter": 700, "lr": 0.00365, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07877, "loss": 0.07877, "time": 0.48889}
+{"mode": "train", "epoch": 113, "iter": 800, "lr": 0.00364, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.08687, "loss": 0.08687, "time": 0.49025}
+{"mode": "train", "epoch": 113, "iter": 900, "lr": 0.00362, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.0767, "loss": 0.0767, "time": 0.4889}
+{"mode": "train", "epoch": 113, "iter": 1000, "lr": 0.00361, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06532, "loss": 0.06532, "time": 0.49144}
+{"mode": "train", "epoch": 113, "iter": 1100, "lr": 0.0036, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05982, "loss": 0.05982, "time": 0.4916}
+{"mode": "train", "epoch": 113, "iter": 1200, "lr": 0.00358, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.1147, "loss": 0.1147, "time": 0.36728}
+{"mode": "val", "epoch": 113, "iter": 533, "lr": 0.00357, "top1_acc": 0.90846, "top5_acc": 0.99507, "mean_class_accuracy": 0.87041}
+{"mode": "train", "epoch": 114, "iter": 100, "lr": 0.00355, "memory": 4083, "data_time": 0.18328, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.09378, "loss": 0.09378, "time": 0.7989}
+{"mode": "train", "epoch": 114, "iter": 200, "lr": 0.00354, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.10227, "loss": 0.10227, "time": 0.49522}
+{"mode": "train", "epoch": 114, "iter": 300, "lr": 0.00353, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.06853, "loss": 0.06853, "time": 0.49044}
+{"mode": "train", "epoch": 114, "iter": 400, "lr": 0.00351, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.07317, "loss": 0.07317, "time": 0.49236}
+{"mode": "train", "epoch": 114, "iter": 500, "lr": 0.0035, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98188, "top5_acc": 1.0, "loss_cls": 0.12035, "loss": 0.12035, "time": 0.48922}
+{"mode": "train", "epoch": 114, "iter": 600, "lr": 0.00348, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.13139, "loss": 0.13139, "time": 0.49115}
+{"mode": "train", "epoch": 114, "iter": 700, "lr": 0.00347, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.98125, "top5_acc": 1.0, "loss_cls": 0.12246, "loss": 0.12246, "time": 0.49108}
+{"mode": "train", "epoch": 114, "iter": 800, "lr": 0.00346, "memory": 4083, "data_time": 0.00043, "top1_acc": 0.985, "top5_acc": 1.0, "loss_cls": 0.09186, "loss": 0.09186, "time": 0.48415}
+{"mode": "train", "epoch": 114, "iter": 900, "lr": 0.00344, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.065, "loss": 0.065, "time": 0.48995}
+{"mode": "train", "epoch": 114, "iter": 1000, "lr": 0.00343, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.08136, "loss": 0.08136, "time": 0.49036}
+{"mode": "train", "epoch": 114, "iter": 1100, "lr": 0.00341, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98312, "top5_acc": 0.99938, "loss_cls": 0.11843, "loss": 0.11843, "time": 0.49177}
+{"mode": "train", "epoch": 114, "iter": 1200, "lr": 0.0034, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.10833, "loss": 0.10833, "time": 0.3678}
+{"mode": "val", "epoch": 114, "iter": 533, "lr": 0.00339, "top1_acc": 0.9114, "top5_acc": 0.99566, "mean_class_accuracy": 0.87633}
+{"mode": "train", "epoch": 115, "iter": 100, "lr": 0.00337, "memory": 4083, "data_time": 0.18762, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07539, "loss": 0.07539, "time": 0.8123}
+{"mode": "train", "epoch": 115, "iter": 200, "lr": 0.00336, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06029, "loss": 0.06029, "time": 0.49422}
+{"mode": "train", "epoch": 115, "iter": 300, "lr": 0.00335, "memory": 4083, "data_time": 0.00056, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.0755, "loss": 0.0755, "time": 0.49235}
+{"mode": "train", "epoch": 115, "iter": 400, "lr": 0.00333, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07797, "loss": 0.07797, "time": 0.49261}
+{"mode": "train", "epoch": 115, "iter": 500, "lr": 0.00332, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.07726, "loss": 0.07726, "time": 0.49354}
+{"mode": "train", "epoch": 115, "iter": 600, "lr": 0.0033, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.07448, "loss": 0.07448, "time": 0.49196}
+{"mode": "train", "epoch": 115, "iter": 700, "lr": 0.00329, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.98312, "top5_acc": 1.0, "loss_cls": 0.11264, "loss": 0.11264, "time": 0.49004}
+{"mode": "train", "epoch": 115, "iter": 800, "lr": 0.00328, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.07546, "loss": 0.07546, "time": 0.49494}
+{"mode": "train", "epoch": 115, "iter": 900, "lr": 0.00326, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.07536, "loss": 0.07536, "time": 0.49139}
+{"mode": "train", "epoch": 115, "iter": 1000, "lr": 0.00325, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.09137, "loss": 0.09137, "time": 0.49032}
+{"mode": "train", "epoch": 115, "iter": 1100, "lr": 0.00324, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.9825, "top5_acc": 1.0, "loss_cls": 0.11985, "loss": 0.11985, "time": 0.49355}
+{"mode": "train", "epoch": 115, "iter": 1200, "lr": 0.00322, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.08897, "loss": 0.08897, "time": 0.34715}
+{"mode": "val", "epoch": 115, "iter": 533, "lr": 0.00321, "top1_acc": 0.90658, "top5_acc": 0.99484, "mean_class_accuracy": 0.87909}
+{"mode": "train", "epoch": 116, "iter": 100, "lr": 0.0032, "memory": 4083, "data_time": 0.18577, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.0768, "loss": 0.0768, "time": 0.80394}
+{"mode": "train", "epoch": 116, "iter": 200, "lr": 0.00318, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05851, "loss": 0.05851, "time": 0.49049}
+{"mode": "train", "epoch": 116, "iter": 300, "lr": 0.00317, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.06234, "loss": 0.06234, "time": 0.49222}
+{"mode": "train", "epoch": 116, "iter": 400, "lr": 0.00316, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06404, "loss": 0.06404, "time": 0.48892}
+{"mode": "train", "epoch": 116, "iter": 500, "lr": 0.00314, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.06483, "loss": 0.06483, "time": 0.48812}
+{"mode": "train", "epoch": 116, "iter": 600, "lr": 0.00313, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06706, "loss": 0.06706, "time": 0.49049}
+{"mode": "train", "epoch": 116, "iter": 700, "lr": 0.00312, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.0547, "loss": 0.0547, "time": 0.48576}
+{"mode": "train", "epoch": 116, "iter": 800, "lr": 0.0031, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05168, "loss": 0.05168, "time": 0.49221}
+{"mode": "train", "epoch": 116, "iter": 900, "lr": 0.00309, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.0887, "loss": 0.0887, "time": 0.49103}
+{"mode": "train", "epoch": 116, "iter": 1000, "lr": 0.00308, "memory": 4083, "data_time": 0.00053, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.07793, "loss": 0.07793, "time": 0.4908}
+{"mode": "train", "epoch": 116, "iter": 1100, "lr": 0.00306, "memory": 4083, "data_time": 0.00035, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.0836, "loss": 0.0836, "time": 0.4888}
+{"mode": "train", "epoch": 116, "iter": 1200, "lr": 0.00305, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.07697, "loss": 0.07697, "time": 0.36593}
+{"mode": "val", "epoch": 116, "iter": 533, "lr": 0.00304, "top1_acc": 0.90271, "top5_acc": 0.99225, "mean_class_accuracy": 0.86277}
+{"mode": "train", "epoch": 117, "iter": 100, "lr": 0.00302, "memory": 4083, "data_time": 0.19092, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.08195, "loss": 0.08195, "time": 0.79812}
+{"mode": "train", "epoch": 117, "iter": 200, "lr": 0.00301, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.09414, "loss": 0.09414, "time": 0.49157}
+{"mode": "train", "epoch": 117, "iter": 300, "lr": 0.003, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.06629, "loss": 0.06629, "time": 0.48784}
+{"mode": "train", "epoch": 117, "iter": 400, "lr": 0.00298, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07217, "loss": 0.07217, "time": 0.49354}
+{"mode": "train", "epoch": 117, "iter": 500, "lr": 0.00297, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.06153, "loss": 0.06153, "time": 0.49237}
+{"mode": "train", "epoch": 117, "iter": 600, "lr": 0.00296, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07793, "loss": 0.07793, "time": 0.4885}
+{"mode": "train", "epoch": 117, "iter": 700, "lr": 0.00294, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.07994, "loss": 0.07994, "time": 0.48986}
+{"mode": "train", "epoch": 117, "iter": 800, "lr": 0.00293, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05816, "loss": 0.05816, "time": 0.49351}
+{"mode": "train", "epoch": 117, "iter": 900, "lr": 0.00292, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05775, "loss": 0.05775, "time": 0.49077}
+{"mode": "train", "epoch": 117, "iter": 1000, "lr": 0.00291, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.09164, "loss": 0.09164, "time": 0.49079}
+{"mode": "train", "epoch": 117, "iter": 1100, "lr": 0.00289, "memory": 4083, "data_time": 0.00059, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.06111, "loss": 0.06111, "time": 0.49286}
+{"mode": "train", "epoch": 117, "iter": 1200, "lr": 0.00288, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05829, "loss": 0.05829, "time": 0.3677}
+{"mode": "val", "epoch": 117, "iter": 533, "lr": 0.00287, "top1_acc": 0.91468, "top5_acc": 0.99366, "mean_class_accuracy": 0.88184}
+{"mode": "train", "epoch": 118, "iter": 100, "lr": 0.00286, "memory": 4083, "data_time": 0.1833, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.05605, "loss": 0.05605, "time": 0.79693}
+{"mode": "train", "epoch": 118, "iter": 200, "lr": 0.00284, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05463, "loss": 0.05463, "time": 0.49357}
+{"mode": "train", "epoch": 118, "iter": 300, "lr": 0.00283, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.06381, "loss": 0.06381, "time": 0.48921}
+{"mode": "train", "epoch": 118, "iter": 400, "lr": 0.00282, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05685, "loss": 0.05685, "time": 0.49358}
+{"mode": "train", "epoch": 118, "iter": 500, "lr": 0.0028, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04579, "loss": 0.04579, "time": 0.49035}
+{"mode": "train", "epoch": 118, "iter": 600, "lr": 0.00279, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05096, "loss": 0.05096, "time": 0.48994}
+{"mode": "train", "epoch": 118, "iter": 700, "lr": 0.00278, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04231, "loss": 0.04231, "time": 0.48895}
+{"mode": "train", "epoch": 118, "iter": 800, "lr": 0.00277, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05753, "loss": 0.05753, "time": 0.49189}
+{"mode": "train", "epoch": 118, "iter": 900, "lr": 0.00275, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05151, "loss": 0.05151, "time": 0.4939}
+{"mode": "train", "epoch": 118, "iter": 1000, "lr": 0.00274, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.06907, "loss": 0.06907, "time": 0.49018}
+{"mode": "train", "epoch": 118, "iter": 1100, "lr": 0.00273, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05291, "loss": 0.05291, "time": 0.49485}
+{"mode": "train", "epoch": 118, "iter": 1200, "lr": 0.00271, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.06263, "loss": 0.06263, "time": 0.36379}
+{"mode": "val", "epoch": 118, "iter": 533, "lr": 0.0027, "top1_acc": 0.91433, "top5_acc": 0.99542, "mean_class_accuracy": 0.8793}
+{"mode": "train", "epoch": 119, "iter": 100, "lr": 0.00269, "memory": 4083, "data_time": 0.18718, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04696, "loss": 0.04696, "time": 0.79304}
+{"mode": "train", "epoch": 119, "iter": 200, "lr": 0.00268, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03917, "loss": 0.03917, "time": 0.4933}
+{"mode": "train", "epoch": 119, "iter": 300, "lr": 0.00267, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05883, "loss": 0.05883, "time": 0.49279}
+{"mode": "train", "epoch": 119, "iter": 400, "lr": 0.00265, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04354, "loss": 0.04354, "time": 0.4896}
+{"mode": "train", "epoch": 119, "iter": 500, "lr": 0.00264, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.04289, "loss": 0.04289, "time": 0.49089}
+{"mode": "train", "epoch": 119, "iter": 600, "lr": 0.00263, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03074, "loss": 0.03074, "time": 0.4928}
+{"mode": "train", "epoch": 119, "iter": 700, "lr": 0.00262, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0304, "loss": 0.0304, "time": 0.48898}
+{"mode": "train", "epoch": 119, "iter": 800, "lr": 0.0026, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03751, "loss": 0.03751, "time": 0.49152}
+{"mode": "train", "epoch": 119, "iter": 900, "lr": 0.00259, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04435, "loss": 0.04435, "time": 0.49327}
+{"mode": "train", "epoch": 119, "iter": 1000, "lr": 0.00258, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.05019, "loss": 0.05019, "time": 0.48973}
+{"mode": "train", "epoch": 119, "iter": 1100, "lr": 0.00257, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.04873, "loss": 0.04873, "time": 0.49567}
+{"mode": "train", "epoch": 119, "iter": 1200, "lr": 0.00255, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04958, "loss": 0.04958, "time": 0.37196}
+{"mode": "val", "epoch": 119, "iter": 533, "lr": 0.00254, "top1_acc": 0.91949, "top5_acc": 0.99472, "mean_class_accuracy": 0.8877}
+{"mode": "train", "epoch": 120, "iter": 100, "lr": 0.00253, "memory": 4083, "data_time": 0.1916, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0399, "loss": 0.0399, "time": 0.79981}
+{"mode": "train", "epoch": 120, "iter": 200, "lr": 0.00252, "memory": 4083, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02829, "loss": 0.02829, "time": 0.49009}
+{"mode": "train", "epoch": 120, "iter": 300, "lr": 0.00251, "memory": 4083, "data_time": 0.00038, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03137, "loss": 0.03137, "time": 0.49354}
+{"mode": "train", "epoch": 120, "iter": 400, "lr": 0.00249, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03454, "loss": 0.03454, "time": 0.49065}
+{"mode": "train", "epoch": 120, "iter": 500, "lr": 0.00248, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05988, "loss": 0.05988, "time": 0.49554}
+{"mode": "train", "epoch": 120, "iter": 600, "lr": 0.00247, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05633, "loss": 0.05633, "time": 0.49175}
+{"mode": "train", "epoch": 120, "iter": 700, "lr": 0.00246, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05635, "loss": 0.05635, "time": 0.48981}
+{"mode": "train", "epoch": 120, "iter": 800, "lr": 0.00245, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.0539, "loss": 0.0539, "time": 0.49465}
+{"mode": "train", "epoch": 120, "iter": 900, "lr": 0.00243, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.0496, "loss": 0.0496, "time": 0.49154}
+{"mode": "train", "epoch": 120, "iter": 1000, "lr": 0.00242, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.05085, "loss": 0.05085, "time": 0.48881}
+{"mode": "train", "epoch": 120, "iter": 1100, "lr": 0.00241, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03898, "loss": 0.03898, "time": 0.49439}
+{"mode": "train", "epoch": 120, "iter": 1200, "lr": 0.0024, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03763, "loss": 0.03763, "time": 0.35545}
+{"mode": "val", "epoch": 120, "iter": 533, "lr": 0.00239, "top1_acc": 0.92008, "top5_acc": 0.99507, "mean_class_accuracy": 0.88928}
+{"mode": "train", "epoch": 121, "iter": 100, "lr": 0.00238, "memory": 4083, "data_time": 0.18674, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03446, "loss": 0.03446, "time": 0.79329}
+{"mode": "train", "epoch": 121, "iter": 200, "lr": 0.00236, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.03895, "loss": 0.03895, "time": 0.48985}
+{"mode": "train", "epoch": 121, "iter": 300, "lr": 0.00235, "memory": 4083, "data_time": 0.00044, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03275, "loss": 0.03275, "time": 0.49342}
+{"mode": "train", "epoch": 121, "iter": 400, "lr": 0.00234, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03258, "loss": 0.03258, "time": 0.49019}
+{"mode": "train", "epoch": 121, "iter": 500, "lr": 0.00233, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.04343, "loss": 0.04343, "time": 0.49138}
+{"mode": "train", "epoch": 121, "iter": 600, "lr": 0.00232, "memory": 4083, "data_time": 0.00032, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03648, "loss": 0.03648, "time": 0.49296}
+{"mode": "train", "epoch": 121, "iter": 700, "lr": 0.0023, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03549, "loss": 0.03549, "time": 0.49088}
+{"mode": "train", "epoch": 121, "iter": 800, "lr": 0.00229, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03522, "loss": 0.03522, "time": 0.48978}
+{"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": 0.04487, "loss": 0.04487, "time": 0.4902}
+{"mode": "train", "epoch": 121, "iter": 1000, "lr": 0.00227, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05105, "loss": 0.05105, "time": 0.49342}
+{"mode": "train", "epoch": 121, "iter": 1100, "lr": 0.00226, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03636, "loss": 0.03636, "time": 0.49112}
+{"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": 0.04668, "loss": 0.04668, "time": 0.36565}
+{"mode": "val", "epoch": 121, "iter": 533, "lr": 0.00224, "top1_acc": 0.91656, "top5_acc": 0.99531, "mean_class_accuracy": 0.88167}
+{"mode": "train", "epoch": 122, "iter": 100, "lr": 0.00222, "memory": 4083, "data_time": 0.18817, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04759, "loss": 0.04759, "time": 0.78364}
+{"mode": "train", "epoch": 122, "iter": 200, "lr": 0.00221, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.04024, "loss": 0.04024, "time": 0.49058}
+{"mode": "train", "epoch": 122, "iter": 300, "lr": 0.0022, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03971, "loss": 0.03971, "time": 0.49036}
+{"mode": "train", "epoch": 122, "iter": 400, "lr": 0.00219, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03691, "loss": 0.03691, "time": 0.49265}
+{"mode": "train", "epoch": 122, "iter": 500, "lr": 0.00218, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02698, "loss": 0.02698, "time": 0.4946}
+{"mode": "train", "epoch": 122, "iter": 600, "lr": 0.00217, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03955, "loss": 0.03955, "time": 0.49275}
+{"mode": "train", "epoch": 122, "iter": 700, "lr": 0.00215, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03017, "loss": 0.03017, "time": 0.49078}
+{"mode": "train", "epoch": 122, "iter": 800, "lr": 0.00214, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03081, "loss": 0.03081, "time": 0.49075}
+{"mode": "train", "epoch": 122, "iter": 900, "lr": 0.00213, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03184, "loss": 0.03184, "time": 0.48958}
+{"mode": "train", "epoch": 122, "iter": 1000, "lr": 0.00212, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03059, "loss": 0.03059, "time": 0.49318}
+{"mode": "train", "epoch": 122, "iter": 1100, "lr": 0.00211, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04673, "loss": 0.04673, "time": 0.49503}
+{"mode": "train", "epoch": 122, "iter": 1200, "lr": 0.0021, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.04928, "loss": 0.04928, "time": 0.38532}
+{"mode": "val", "epoch": 122, "iter": 533, "lr": 0.00209, "top1_acc": 0.91621, "top5_acc": 0.99566, "mean_class_accuracy": 0.88394}
+{"mode": "train", "epoch": 123, "iter": 100, "lr": 0.00208, "memory": 4083, "data_time": 0.1901, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03091, "loss": 0.03091, "time": 0.79721}
+{"mode": "train", "epoch": 123, "iter": 200, "lr": 0.00207, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03166, "loss": 0.03166, "time": 0.49432}
+{"mode": "train", "epoch": 123, "iter": 300, "lr": 0.00205, "memory": 4083, "data_time": 0.0004, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.0497, "loss": 0.0497, "time": 0.49155}
+{"mode": "train", "epoch": 123, "iter": 400, "lr": 0.00204, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0392, "loss": 0.0392, "time": 0.49186}
+{"mode": "train", "epoch": 123, "iter": 500, "lr": 0.00203, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02644, "loss": 0.02644, "time": 0.49378}
+{"mode": "train", "epoch": 123, "iter": 600, "lr": 0.00202, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02456, "loss": 0.02456, "time": 0.49119}
+{"mode": "train", "epoch": 123, "iter": 700, "lr": 0.00201, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02508, "loss": 0.02508, "time": 0.4896}
+{"mode": "train", "epoch": 123, "iter": 800, "lr": 0.002, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0258, "loss": 0.0258, "time": 0.49014}
+{"mode": "train", "epoch": 123, "iter": 900, "lr": 0.00199, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02926, "loss": 0.02926, "time": 0.48954}
+{"mode": "train", "epoch": 123, "iter": 1000, "lr": 0.00198, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02468, "loss": 0.02468, "time": 0.49362}
+{"mode": "train", "epoch": 123, "iter": 1100, "lr": 0.00197, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0289, "loss": 0.0289, "time": 0.49156}
+{"mode": "train", "epoch": 123, "iter": 1200, "lr": 0.00195, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.0351, "loss": 0.0351, "time": 0.37373}
+{"mode": "val", "epoch": 123, "iter": 533, "lr": 0.00195, "top1_acc": 0.9148, "top5_acc": 0.99401, "mean_class_accuracy": 0.88308}
+{"mode": "train", "epoch": 124, "iter": 100, "lr": 0.00194, "memory": 4083, "data_time": 0.18127, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03228, "loss": 0.03228, "time": 0.78841}
+{"mode": "train", "epoch": 124, "iter": 200, "lr": 0.00192, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.05383, "loss": 0.05383, "time": 0.48932}
+{"mode": "train", "epoch": 124, "iter": 300, "lr": 0.00191, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.0548, "loss": 0.0548, "time": 0.49127}
+{"mode": "train", "epoch": 124, "iter": 400, "lr": 0.0019, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05015, "loss": 0.05015, "time": 0.49237}
+{"mode": "train", "epoch": 124, "iter": 500, "lr": 0.00189, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04482, "loss": 0.04482, "time": 0.49079}
+{"mode": "train", "epoch": 124, "iter": 600, "lr": 0.00188, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.0434, "loss": 0.0434, "time": 0.4913}
+{"mode": "train", "epoch": 124, "iter": 700, "lr": 0.00187, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.0414, "loss": 0.0414, "time": 0.492}
+{"mode": "train", "epoch": 124, "iter": 800, "lr": 0.00186, "memory": 4083, "data_time": 0.00039, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.028, "loss": 0.028, "time": 0.49092}
+{"mode": "train", "epoch": 124, "iter": 900, "lr": 0.00185, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03071, "loss": 0.03071, "time": 0.48965}
+{"mode": "train", "epoch": 124, "iter": 1000, "lr": 0.00184, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0321, "loss": 0.0321, "time": 0.49177}
+{"mode": "train", "epoch": 124, "iter": 1100, "lr": 0.00183, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04249, "loss": 0.04249, "time": 0.49208}
+{"mode": "train", "epoch": 124, "iter": 1200, "lr": 0.00182, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03281, "loss": 0.03281, "time": 0.37427}
+{"mode": "val", "epoch": 124, "iter": 533, "lr": 0.00181, "top1_acc": 0.91621, "top5_acc": 0.99484, "mean_class_accuracy": 0.88581}
+{"mode": "train", "epoch": 125, "iter": 100, "lr": 0.0018, "memory": 4083, "data_time": 0.18489, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03203, "loss": 0.03203, "time": 0.79112}
+{"mode": "train", "epoch": 125, "iter": 200, "lr": 0.00179, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0324, "loss": 0.0324, "time": 0.48816}
+{"mode": "train", "epoch": 125, "iter": 300, "lr": 0.00178, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04116, "loss": 0.04116, "time": 0.49548}
+{"mode": "train", "epoch": 125, "iter": 400, "lr": 0.00177, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03441, "loss": 0.03441, "time": 0.48853}
+{"mode": "train", "epoch": 125, "iter": 500, "lr": 0.00176, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0249, "loss": 0.0249, "time": 0.49003}
+{"mode": "train", "epoch": 125, "iter": 600, "lr": 0.00175, "memory": 4083, "data_time": 0.00034, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0315, "loss": 0.0315, "time": 0.48959}
+{"mode": "train", "epoch": 125, "iter": 700, "lr": 0.00173, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02637, "loss": 0.02637, "time": 0.48966}
+{"mode": "train", "epoch": 125, "iter": 800, "lr": 0.00172, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03205, "loss": 0.03205, "time": 0.48973}
+{"mode": "train", "epoch": 125, "iter": 900, "lr": 0.00171, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05217, "loss": 0.05217, "time": 0.492}
+{"mode": "train", "epoch": 125, "iter": 1000, "lr": 0.0017, "memory": 4083, "data_time": 0.00031, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03393, "loss": 0.03393, "time": 0.49306}
+{"mode": "train", "epoch": 125, "iter": 1100, "lr": 0.00169, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03643, "loss": 0.03643, "time": 0.48778}
+{"mode": "train", "epoch": 125, "iter": 1200, "lr": 0.00168, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05083, "loss": 0.05083, "time": 0.37665}
+{"mode": "val", "epoch": 125, "iter": 533, "lr": 0.00167, "top1_acc": 0.91445, "top5_acc": 0.99542, "mean_class_accuracy": 0.88423}
+{"mode": "train", "epoch": 126, "iter": 100, "lr": 0.00166, "memory": 4083, "data_time": 0.1858, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0328, "loss": 0.0328, "time": 0.7924}
+{"mode": "train", "epoch": 126, "iter": 200, "lr": 0.00165, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0331, "loss": 0.0331, "time": 0.4899}
+{"mode": "train", "epoch": 126, "iter": 300, "lr": 0.00164, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02886, "loss": 0.02886, "time": 0.49087}
+{"mode": "train", "epoch": 126, "iter": 400, "lr": 0.00163, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03171, "loss": 0.03171, "time": 0.49231}
+{"mode": "train", "epoch": 126, "iter": 500, "lr": 0.00162, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.04316, "loss": 0.04316, "time": 0.48912}
+{"mode": "train", "epoch": 126, "iter": 600, "lr": 0.00161, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03351, "loss": 0.03351, "time": 0.48905}
+{"mode": "train", "epoch": 126, "iter": 700, "lr": 0.0016, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.03069, "loss": 0.03069, "time": 0.48964}
+{"mode": "train", "epoch": 126, "iter": 800, "lr": 0.00159, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.02959, "loss": 0.02959, "time": 0.49079}
+{"mode": "train", "epoch": 126, "iter": 900, "lr": 0.00158, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03313, "loss": 0.03313, "time": 0.4932}
+{"mode": "train", "epoch": 126, "iter": 1000, "lr": 0.00157, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02247, "loss": 0.02247, "time": 0.49117}
+{"mode": "train", "epoch": 126, "iter": 1100, "lr": 0.00156, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02471, "loss": 0.02471, "time": 0.48972}
+{"mode": "train", "epoch": 126, "iter": 1200, "lr": 0.00155, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04105, "loss": 0.04105, "time": 0.37564}
+{"mode": "val", "epoch": 126, "iter": 533, "lr": 0.00155, "top1_acc": 0.91245, "top5_acc": 0.99519, "mean_class_accuracy": 0.87642}
+{"mode": "train", "epoch": 127, "iter": 100, "lr": 0.00154, "memory": 4083, "data_time": 0.19359, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.03283, "loss": 0.03283, "time": 0.80684}
+{"mode": "train", "epoch": 127, "iter": 200, "lr": 0.00153, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02824, "loss": 0.02824, "time": 0.49283}
+{"mode": "train", "epoch": 127, "iter": 300, "lr": 0.00152, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0269, "loss": 0.0269, "time": 0.49349}
+{"mode": "train", "epoch": 127, "iter": 400, "lr": 0.00151, "memory": 4083, "data_time": 0.00058, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0266, "loss": 0.0266, "time": 0.49115}
+{"mode": "train", "epoch": 127, "iter": 500, "lr": 0.0015, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0243, "loss": 0.0243, "time": 0.49352}
+{"mode": "train", "epoch": 127, "iter": 600, "lr": 0.00149, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02611, "loss": 0.02611, "time": 0.48937}
+{"mode": "train", "epoch": 127, "iter": 700, "lr": 0.00148, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0292, "loss": 0.0292, "time": 0.49055}
+{"mode": "train", "epoch": 127, "iter": 800, "lr": 0.00147, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02944, "loss": 0.02944, "time": 0.4916}
+{"mode": "train", "epoch": 127, "iter": 900, "lr": 0.00146, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02864, "loss": 0.02864, "time": 0.49219}
+{"mode": "train", "epoch": 127, "iter": 1000, "lr": 0.00145, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02714, "loss": 0.02714, "time": 0.49098}
+{"mode": "train", "epoch": 127, "iter": 1100, "lr": 0.00144, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.03572, "loss": 0.03572, "time": 0.48938}
+{"mode": "train", "epoch": 127, "iter": 1200, "lr": 0.00143, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02969, "loss": 0.02969, "time": 0.35884}
+{"mode": "val", "epoch": 127, "iter": 533, "lr": 0.00142, "top1_acc": 0.91773, "top5_acc": 0.99566, "mean_class_accuracy": 0.88689}
+{"mode": "train", "epoch": 128, "iter": 100, "lr": 0.00141, "memory": 4083, "data_time": 0.18565, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02639, "loss": 0.02639, "time": 0.79207}
+{"mode": "train", "epoch": 128, "iter": 200, "lr": 0.0014, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.03564, "loss": 0.03564, "time": 0.49449}
+{"mode": "train", "epoch": 128, "iter": 300, "lr": 0.00139, "memory": 4083, "data_time": 0.00041, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0274, "loss": 0.0274, "time": 0.49111}
+{"mode": "train", "epoch": 128, "iter": 400, "lr": 0.00138, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02571, "loss": 0.02571, "time": 0.48823}
+{"mode": "train", "epoch": 128, "iter": 500, "lr": 0.00138, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02561, "loss": 0.02561, "time": 0.48611}
+{"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": 0.02378, "loss": 0.02378, "time": 0.49265}
+{"mode": "train", "epoch": 128, "iter": 700, "lr": 0.00136, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02749, "loss": 0.02749, "time": 0.49176}
+{"mode": "train", "epoch": 128, "iter": 800, "lr": 0.00135, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02261, "loss": 0.02261, "time": 0.49008}
+{"mode": "train", "epoch": 128, "iter": 900, "lr": 0.00134, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02631, "loss": 0.02631, "time": 0.48851}
+{"mode": "train", "epoch": 128, "iter": 1000, "lr": 0.00133, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02176, "loss": 0.02176, "time": 0.49377}
+{"mode": "train", "epoch": 128, "iter": 1100, "lr": 0.00132, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01978, "loss": 0.01978, "time": 0.49318}
+{"mode": "train", "epoch": 128, "iter": 1200, "lr": 0.00131, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02214, "loss": 0.02214, "time": 0.38438}
+{"mode": "val", "epoch": 128, "iter": 533, "lr": 0.0013, "top1_acc": 0.92196, "top5_acc": 0.99613, "mean_class_accuracy": 0.892}
+{"mode": "train", "epoch": 129, "iter": 100, "lr": 0.00129, "memory": 4083, "data_time": 0.18514, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02023, "loss": 0.02023, "time": 0.79991}
+{"mode": "train", "epoch": 129, "iter": 200, "lr": 0.00129, "memory": 4083, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02114, "loss": 0.02114, "time": 0.49306}
+{"mode": "train", "epoch": 129, "iter": 300, "lr": 0.00128, "memory": 4083, "data_time": 0.0004, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01978, "loss": 0.01978, "time": 0.49212}
+{"mode": "train", "epoch": 129, "iter": 400, "lr": 0.00127, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01985, "loss": 0.01985, "time": 0.49133}
+{"mode": "train", "epoch": 129, "iter": 500, "lr": 0.00126, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02366, "loss": 0.02366, "time": 0.48846}
+{"mode": "train", "epoch": 129, "iter": 600, "lr": 0.00125, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02375, "loss": 0.02375, "time": 0.48914}
+{"mode": "train", "epoch": 129, "iter": 700, "lr": 0.00124, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01961, "loss": 0.01961, "time": 0.4904}
+{"mode": "train", "epoch": 129, "iter": 800, "lr": 0.00123, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02769, "loss": 0.02769, "time": 0.4902}
+{"mode": "train", "epoch": 129, "iter": 900, "lr": 0.00122, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02262, "loss": 0.02262, "time": 0.48887}
+{"mode": "train", "epoch": 129, "iter": 1000, "lr": 0.00121, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02289, "loss": 0.02289, "time": 0.49223}
+{"mode": "train", "epoch": 129, "iter": 1100, "lr": 0.00121, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02398, "loss": 0.02398, "time": 0.49218}
+{"mode": "train", "epoch": 129, "iter": 1200, "lr": 0.0012, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02132, "loss": 0.02132, "time": 0.36799}
+{"mode": "val", "epoch": 129, "iter": 533, "lr": 0.00119, "top1_acc": 0.92243, "top5_acc": 0.99578, "mean_class_accuracy": 0.89592}
+{"mode": "train", "epoch": 130, "iter": 100, "lr": 0.00118, "memory": 4083, "data_time": 0.18817, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0202, "loss": 0.0202, "time": 0.78932}
+{"mode": "train", "epoch": 130, "iter": 200, "lr": 0.00117, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02133, "loss": 0.02133, "time": 0.49464}
+{"mode": "train", "epoch": 130, "iter": 300, "lr": 0.00116, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02491, "loss": 0.02491, "time": 0.49223}
+{"mode": "train", "epoch": 130, "iter": 400, "lr": 0.00116, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02329, "loss": 0.02329, "time": 0.49315}
+{"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": 0.02258, "loss": 0.02258, "time": 0.49047}
+{"mode": "train", "epoch": 130, "iter": 600, "lr": 0.00114, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02238, "loss": 0.02238, "time": 0.49223}
+{"mode": "train", "epoch": 130, "iter": 700, "lr": 0.00113, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02217, "loss": 0.02217, "time": 0.49011}
+{"mode": "train", "epoch": 130, "iter": 800, "lr": 0.00112, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02146, "loss": 0.02146, "time": 0.48887}
+{"mode": "train", "epoch": 130, "iter": 900, "lr": 0.00111, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02163, "loss": 0.02163, "time": 0.4902}
+{"mode": "train", "epoch": 130, "iter": 1000, "lr": 0.0011, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01964, "loss": 0.01964, "time": 0.49015}
+{"mode": "train", "epoch": 130, "iter": 1100, "lr": 0.0011, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02062, "loss": 0.02062, "time": 0.48891}
+{"mode": "train", "epoch": 130, "iter": 1200, "lr": 0.00109, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01989, "loss": 0.01989, "time": 0.3784}
+{"mode": "val", "epoch": 130, "iter": 533, "lr": 0.00108, "top1_acc": 0.92372, "top5_acc": 0.99531, "mean_class_accuracy": 0.89393}
+{"mode": "train", "epoch": 131, "iter": 100, "lr": 0.00107, "memory": 4083, "data_time": 0.18993, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01911, "loss": 0.01911, "time": 0.80458}
+{"mode": "train", "epoch": 131, "iter": 200, "lr": 0.00106, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02011, "loss": 0.02011, "time": 0.49146}
+{"mode": "train", "epoch": 131, "iter": 300, "lr": 0.00106, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01749, "loss": 0.01749, "time": 0.49034}
+{"mode": "train", "epoch": 131, "iter": 400, "lr": 0.00105, "memory": 4083, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01845, "loss": 0.01845, "time": 0.49135}
+{"mode": "train", "epoch": 131, "iter": 500, "lr": 0.00104, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02037, "loss": 0.02037, "time": 0.49074}
+{"mode": "train", "epoch": 131, "iter": 600, "lr": 0.00103, "memory": 4083, "data_time": 0.00027, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.02167, "loss": 0.02167, "time": 0.48747}
+{"mode": "train", "epoch": 131, "iter": 700, "lr": 0.00102, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.0225, "loss": 0.0225, "time": 0.48571}
+{"mode": "train", "epoch": 131, "iter": 800, "lr": 0.00102, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02187, "loss": 0.02187, "time": 0.48934}
+{"mode": "train", "epoch": 131, "iter": 900, "lr": 0.00101, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01887, "loss": 0.01887, "time": 0.49041}
+{"mode": "train", "epoch": 131, "iter": 1000, "lr": 0.001, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01957, "loss": 0.01957, "time": 0.49074}
+{"mode": "train", "epoch": 131, "iter": 1100, "lr": 0.00099, "memory": 4083, "data_time": 0.00038, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02342, "loss": 0.02342, "time": 0.49154}
+{"mode": "train", "epoch": 131, "iter": 1200, "lr": 0.00098, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02084, "loss": 0.02084, "time": 0.37594}
+{"mode": "val", "epoch": 131, "iter": 533, "lr": 0.00098, "top1_acc": 0.92325, "top5_acc": 0.99613, "mean_class_accuracy": 0.89178}
+{"mode": "train", "epoch": 132, "iter": 100, "lr": 0.00097, "memory": 4083, "data_time": 0.18537, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01966, "loss": 0.01966, "time": 0.79716}
+{"mode": "train", "epoch": 132, "iter": 200, "lr": 0.00096, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01779, "loss": 0.01779, "time": 0.49097}
+{"mode": "train", "epoch": 132, "iter": 300, "lr": 0.00095, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02109, "loss": 0.02109, "time": 0.48877}
+{"mode": "train", "epoch": 132, "iter": 400, "lr": 0.00095, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01981, "loss": 0.01981, "time": 0.48914}
+{"mode": "train", "epoch": 132, "iter": 500, "lr": 0.00094, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01999, "loss": 0.01999, "time": 0.48941}
+{"mode": "train", "epoch": 132, "iter": 600, "lr": 0.00093, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01761, "loss": 0.01761, "time": 0.48811}
+{"mode": "train", "epoch": 132, "iter": 700, "lr": 0.00092, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02137, "loss": 0.02137, "time": 0.49237}
+{"mode": "train", "epoch": 132, "iter": 800, "lr": 0.00091, "memory": 4083, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01967, "loss": 0.01967, "time": 0.49225}
+{"mode": "train", "epoch": 132, "iter": 900, "lr": 0.00091, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01865, "loss": 0.01865, "time": 0.4906}
+{"mode": "train", "epoch": 132, "iter": 1000, "lr": 0.0009, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01821, "loss": 0.01821, "time": 0.48831}
+{"mode": "train", "epoch": 132, "iter": 1100, "lr": 0.00089, "memory": 4083, "data_time": 0.00037, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02132, "loss": 0.02132, "time": 0.48696}
+{"mode": "train", "epoch": 132, "iter": 1200, "lr": 0.00088, "memory": 4083, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02075, "loss": 0.02075, "time": 0.37092}
+{"mode": "val", "epoch": 132, "iter": 533, "lr": 0.00088, "top1_acc": 0.92266, "top5_acc": 0.99648, "mean_class_accuracy": 0.89329}
+{"mode": "train", "epoch": 133, "iter": 100, "lr": 0.00087, "memory": 4083, "data_time": 0.1892, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01782, "loss": 0.01782, "time": 0.79804}
+{"mode": "train", "epoch": 133, "iter": 200, "lr": 0.00086, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01951, "loss": 0.01951, "time": 0.48707}
+{"mode": "train", "epoch": 133, "iter": 300, "lr": 0.00086, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02072, "loss": 0.02072, "time": 0.48873}
+{"mode": "train", "epoch": 133, "iter": 400, "lr": 0.00085, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01921, "loss": 0.01921, "time": 0.48756}
+{"mode": "train", "epoch": 133, "iter": 500, "lr": 0.00084, "memory": 4083, "data_time": 0.0003, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02032, "loss": 0.02032, "time": 0.4926}
+{"mode": "train", "epoch": 133, "iter": 600, "lr": 0.00083, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01944, "loss": 0.01944, "time": 0.49035}
+{"mode": "train", "epoch": 133, "iter": 700, "lr": 0.00083, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02062, "loss": 0.02062, "time": 0.49226}
+{"mode": "train", "epoch": 133, "iter": 800, "lr": 0.00082, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02359, "loss": 0.02359, "time": 0.49118}
+{"mode": "train", "epoch": 133, "iter": 900, "lr": 0.00081, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02086, "loss": 0.02086, "time": 0.4941}
+{"mode": "train", "epoch": 133, "iter": 1000, "lr": 0.0008, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01912, "loss": 0.01912, "time": 0.48756}
+{"mode": "train", "epoch": 133, "iter": 1100, "lr": 0.0008, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01794, "loss": 0.01794, "time": 0.48843}
+{"mode": "train", "epoch": 133, "iter": 1200, "lr": 0.00079, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01931, "loss": 0.01931, "time": 0.37888}
+{"mode": "val", "epoch": 133, "iter": 533, "lr": 0.00078, "top1_acc": 0.92524, "top5_acc": 0.99578, "mean_class_accuracy": 0.89543}
+{"mode": "train", "epoch": 134, "iter": 100, "lr": 0.00078, "memory": 4083, "data_time": 0.19303, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01887, "loss": 0.01887, "time": 0.81473}
+{"mode": "train", "epoch": 134, "iter": 200, "lr": 0.00077, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01842, "loss": 0.01842, "time": 0.49159}
+{"mode": "train", "epoch": 134, "iter": 300, "lr": 0.00076, "memory": 4083, "data_time": 0.00046, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02011, "loss": 0.02011, "time": 0.49079}
+{"mode": "train", "epoch": 134, "iter": 400, "lr": 0.00076, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01846, "loss": 0.01846, "time": 0.49232}
+{"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": 0.01739, "loss": 0.01739, "time": 0.49306}
+{"mode": "train", "epoch": 134, "iter": 600, "lr": 0.00074, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01778, "loss": 0.01778, "time": 0.49036}
+{"mode": "train", "epoch": 134, "iter": 700, "lr": 0.00073, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02129, "loss": 0.02129, "time": 0.49139}
+{"mode": "train", "epoch": 134, "iter": 800, "lr": 0.00073, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01883, "loss": 0.01883, "time": 0.49565}
+{"mode": "train", "epoch": 134, "iter": 900, "lr": 0.00072, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01915, "loss": 0.01915, "time": 0.49033}
+{"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": 0.01948, "loss": 0.01948, "time": 0.49171}
+{"mode": "train", "epoch": 134, "iter": 1100, "lr": 0.00071, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0201, "loss": 0.0201, "time": 0.48908}
+{"mode": "train", "epoch": 134, "iter": 1200, "lr": 0.0007, "memory": 4083, "data_time": 0.00041, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01943, "loss": 0.01943, "time": 0.3556}
+{"mode": "val", "epoch": 134, "iter": 533, "lr": 0.0007, "top1_acc": 0.9243, "top5_acc": 0.99578, "mean_class_accuracy": 0.89544}
+{"mode": "train", "epoch": 135, "iter": 100, "lr": 0.00069, "memory": 4083, "data_time": 0.18216, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01784, "loss": 0.01784, "time": 0.77961}
+{"mode": "train", "epoch": 135, "iter": 200, "lr": 0.00068, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02076, "loss": 0.02076, "time": 0.49021}
+{"mode": "train", "epoch": 135, "iter": 300, "lr": 0.00068, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01883, "loss": 0.01883, "time": 0.48946}
+{"mode": "train", "epoch": 135, "iter": 400, "lr": 0.00067, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01899, "loss": 0.01899, "time": 0.49007}
+{"mode": "train", "epoch": 135, "iter": 500, "lr": 0.00066, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02064, "loss": 0.02064, "time": 0.49022}
+{"mode": "train", "epoch": 135, "iter": 600, "lr": 0.00066, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01764, "loss": 0.01764, "time": 0.48876}
+{"mode": "train", "epoch": 135, "iter": 700, "lr": 0.00065, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0177, "loss": 0.0177, "time": 0.49251}
+{"mode": "train", "epoch": 135, "iter": 800, "lr": 0.00064, "memory": 4083, "data_time": 0.00033, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02014, "loss": 0.02014, "time": 0.49091}
+{"mode": "train", "epoch": 135, "iter": 900, "lr": 0.00064, "memory": 4083, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01719, "loss": 0.01719, "time": 0.49035}
+{"mode": "train", "epoch": 135, "iter": 1000, "lr": 0.00063, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01979, "loss": 0.01979, "time": 0.49176}
+{"mode": "train", "epoch": 135, "iter": 1100, "lr": 0.00062, "memory": 4083, "data_time": 0.00038, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02063, "loss": 0.02063, "time": 0.49042}
+{"mode": "train", "epoch": 135, "iter": 1200, "lr": 0.00062, "memory": 4083, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01761, "loss": 0.01761, "time": 0.38723}
+{"mode": "val", "epoch": 135, "iter": 533, "lr": 0.00061, "top1_acc": 0.92466, "top5_acc": 0.99613, "mean_class_accuracy": 0.89358}
+{"mode": "train", "epoch": 136, "iter": 100, "lr": 0.00061, "memory": 4083, "data_time": 0.19603, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02008, "loss": 0.02008, "time": 0.80442}
+{"mode": "train", "epoch": 136, "iter": 200, "lr": 0.0006, "memory": 4083, "data_time": 0.00048, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01739, "loss": 0.01739, "time": 0.48832}
+{"mode": "train", "epoch": 136, "iter": 300, "lr": 0.00059, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01702, "loss": 0.01702, "time": 0.49359}
+{"mode": "train", "epoch": 136, "iter": 400, "lr": 0.00059, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01798, "loss": 0.01798, "time": 0.49155}
+{"mode": "train", "epoch": 136, "iter": 500, "lr": 0.00058, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01913, "loss": 0.01913, "time": 0.49296}
+{"mode": "train", "epoch": 136, "iter": 600, "lr": 0.00057, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01867, "loss": 0.01867, "time": 0.49147}
+{"mode": "train", "epoch": 136, "iter": 700, "lr": 0.00057, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01789, "loss": 0.01789, "time": 0.48904}
+{"mode": "train", "epoch": 136, "iter": 800, "lr": 0.00056, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01806, "loss": 0.01806, "time": 0.49144}
+{"mode": "train", "epoch": 136, "iter": 900, "lr": 0.00056, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01813, "loss": 0.01813, "time": 0.48628}
+{"mode": "train", "epoch": 136, "iter": 1000, "lr": 0.00055, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0188, "loss": 0.0188, "time": 0.49079}
+{"mode": "train", "epoch": 136, "iter": 1100, "lr": 0.00054, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01817, "loss": 0.01817, "time": 0.49382}
+{"mode": "train", "epoch": 136, "iter": 1200, "lr": 0.00054, "memory": 4083, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01653, "loss": 0.01653, "time": 0.36805}
+{"mode": "val", "epoch": 136, "iter": 533, "lr": 0.00053, "top1_acc": 0.92489, "top5_acc": 0.99636, "mean_class_accuracy": 0.89486}
+{"mode": "train", "epoch": 137, "iter": 100, "lr": 0.00053, "memory": 4083, "data_time": 0.1894, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01858, "loss": 0.01858, "time": 0.79457}
+{"mode": "train", "epoch": 137, "iter": 200, "lr": 0.00052, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01791, "loss": 0.01791, "time": 0.49032}
+{"mode": "train", "epoch": 137, "iter": 300, "lr": 0.00052, "memory": 4083, "data_time": 0.00055, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01727, "loss": 0.01727, "time": 0.49053}
+{"mode": "train", "epoch": 137, "iter": 400, "lr": 0.00051, "memory": 4083, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01685, "loss": 0.01685, "time": 0.48684}
+{"mode": "train", "epoch": 137, "iter": 500, "lr": 0.0005, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01705, "loss": 0.01705, "time": 0.49551}
+{"mode": "train", "epoch": 137, "iter": 600, "lr": 0.0005, "memory": 4083, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0178, "loss": 0.0178, "time": 0.4939}
+{"mode": "train", "epoch": 137, "iter": 700, "lr": 0.00049, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01725, "loss": 0.01725, "time": 0.49053}
+{"mode": "train", "epoch": 137, "iter": 800, "lr": 0.00049, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01741, "loss": 0.01741, "time": 0.49423}
+{"mode": "train", "epoch": 137, "iter": 900, "lr": 0.00048, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01993, "loss": 0.01993, "time": 0.48944}
+{"mode": "train", "epoch": 137, "iter": 1000, "lr": 0.00048, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02149, "loss": 0.02149, "time": 0.49122}
+{"mode": "train", "epoch": 137, "iter": 1100, "lr": 0.00047, "memory": 4083, "data_time": 0.00031, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.02063, "loss": 0.02063, "time": 0.49147}
+{"mode": "train", "epoch": 137, "iter": 1200, "lr": 0.00046, "memory": 4083, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01922, "loss": 0.01922, "time": 0.37799}
+{"mode": "val", "epoch": 137, "iter": 533, "lr": 0.00046, "top1_acc": 0.92395, "top5_acc": 0.99636, "mean_class_accuracy": 0.89517}
+{"mode": "train", "epoch": 138, "iter": 100, "lr": 0.00046, "memory": 4083, "data_time": 0.18457, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01588, "loss": 0.01588, "time": 0.7868}
+{"mode": "train", "epoch": 138, "iter": 200, "lr": 0.00045, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01867, "loss": 0.01867, "time": 0.48893}
+{"mode": "train", "epoch": 138, "iter": 300, "lr": 0.00044, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01882, "loss": 0.01882, "time": 0.48816}
+{"mode": "train", "epoch": 138, "iter": 400, "lr": 0.00044, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01878, "loss": 0.01878, "time": 0.49167}
+{"mode": "train", "epoch": 138, "iter": 500, "lr": 0.00043, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02099, "loss": 0.02099, "time": 0.49284}
+{"mode": "train", "epoch": 138, "iter": 600, "lr": 0.00043, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01842, "loss": 0.01842, "time": 0.49312}
+{"mode": "train", "epoch": 138, "iter": 700, "lr": 0.00042, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01857, "loss": 0.01857, "time": 0.48917}
+{"mode": "train", "epoch": 138, "iter": 800, "lr": 0.00042, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01716, "loss": 0.01716, "time": 0.49359}
+{"mode": "train", "epoch": 138, "iter": 900, "lr": 0.00041, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01829, "loss": 0.01829, "time": 0.48957}
+{"mode": "train", "epoch": 138, "iter": 1000, "lr": 0.00041, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01733, "loss": 0.01733, "time": 0.4914}
+{"mode": "train", "epoch": 138, "iter": 1100, "lr": 0.0004, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02118, "loss": 0.02118, "time": 0.49034}
+{"mode": "train", "epoch": 138, "iter": 1200, "lr": 0.0004, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01632, "loss": 0.01632, "time": 0.37484}
+{"mode": "val", "epoch": 138, "iter": 533, "lr": 0.00039, "top1_acc": 0.92454, "top5_acc": 0.99624, "mean_class_accuracy": 0.89593}
+{"mode": "train", "epoch": 139, "iter": 100, "lr": 0.00039, "memory": 4083, "data_time": 0.18493, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01763, "loss": 0.01763, "time": 0.79539}
+{"mode": "train", "epoch": 139, "iter": 200, "lr": 0.00038, "memory": 4083, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01872, "loss": 0.01872, "time": 0.48841}
+{"mode": "train", "epoch": 139, "iter": 300, "lr": 0.00038, "memory": 4083, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01564, "loss": 0.01564, "time": 0.48952}
+{"mode": "train", "epoch": 139, "iter": 400, "lr": 0.00037, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01758, "loss": 0.01758, "time": 0.49073}
+{"mode": "train", "epoch": 139, "iter": 500, "lr": 0.00037, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01861, "loss": 0.01861, "time": 0.49399}
+{"mode": "train", "epoch": 139, "iter": 600, "lr": 0.00036, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01765, "loss": 0.01765, "time": 0.4929}
+{"mode": "train", "epoch": 139, "iter": 700, "lr": 0.00036, "memory": 4083, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01837, "loss": 0.01837, "time": 0.49349}
+{"mode": "train", "epoch": 139, "iter": 800, "lr": 0.00035, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0178, "loss": 0.0178, "time": 0.48741}
+{"mode": "train", "epoch": 139, "iter": 900, "lr": 0.00035, "memory": 4083, "data_time": 0.00042, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0178, "loss": 0.0178, "time": 0.48913}
+{"mode": "train", "epoch": 139, "iter": 1000, "lr": 0.00034, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01755, "loss": 0.01755, "time": 0.49162}
+{"mode": "train", "epoch": 139, "iter": 1100, "lr": 0.00034, "memory": 4083, "data_time": 0.00039, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01739, "loss": 0.01739, "time": 0.49369}
+{"mode": "train", "epoch": 139, "iter": 1200, "lr": 0.00033, "memory": 4083, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01716, "loss": 0.01716, "time": 0.37418}
+{"mode": "val", "epoch": 139, "iter": 533, "lr": 0.00033, "top1_acc": 0.92266, "top5_acc": 0.99613, "mean_class_accuracy": 0.89226}
+{"mode": "train", "epoch": 140, "iter": 100, "lr": 0.00033, "memory": 4083, "data_time": 0.18783, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01893, "loss": 0.01893, "time": 0.7888}
+{"mode": "train", "epoch": 140, "iter": 200, "lr": 0.00032, "memory": 4083, "data_time": 0.00039, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01858, "loss": 0.01858, "time": 0.49159}
+{"mode": "train", "epoch": 140, "iter": 300, "lr": 0.00032, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01754, "loss": 0.01754, "time": 0.48938}
+{"mode": "train", "epoch": 140, "iter": 400, "lr": 0.00031, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01753, "loss": 0.01753, "time": 0.4918}
+{"mode": "train", "epoch": 140, "iter": 500, "lr": 0.00031, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01858, "loss": 0.01858, "time": 0.48968}
+{"mode": "train", "epoch": 140, "iter": 600, "lr": 0.0003, "memory": 4083, "data_time": 0.00036, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01913, "loss": 0.01913, "time": 0.49011}
+{"mode": "train", "epoch": 140, "iter": 700, "lr": 0.0003, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01686, "loss": 0.01686, "time": 0.49134}
+{"mode": "train", "epoch": 140, "iter": 800, "lr": 0.00029, "memory": 4083, "data_time": 0.00028, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02017, "loss": 0.02017, "time": 0.49245}
+{"mode": "train", "epoch": 140, "iter": 900, "lr": 0.00029, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01747, "loss": 0.01747, "time": 0.49135}
+{"mode": "train", "epoch": 140, "iter": 1000, "lr": 0.00029, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01854, "loss": 0.01854, "time": 0.49202}
+{"mode": "train", "epoch": 140, "iter": 1100, "lr": 0.00028, "memory": 4083, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01786, "loss": 0.01786, "time": 0.49215}
+{"mode": "train", "epoch": 140, "iter": 1200, "lr": 0.00028, "memory": 4083, "data_time": 0.00038, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01652, "loss": 0.01652, "time": 0.3825}
+{"mode": "val", "epoch": 140, "iter": 533, "lr": 0.00027, "top1_acc": 0.9236, "top5_acc": 0.99671, "mean_class_accuracy": 0.89317}
+{"mode": "train", "epoch": 141, "iter": 100, "lr": 0.00027, "memory": 4083, "data_time": 0.18553, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.01962, "loss": 0.01962, "time": 0.79784}
+{"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": 0.01772, "loss": 0.01772, "time": 0.49178}
+{"mode": "train", "epoch": 141, "iter": 300, "lr": 0.00026, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01748, "loss": 0.01748, "time": 0.49511}
+{"mode": "train", "epoch": 141, "iter": 400, "lr": 0.00026, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0176, "loss": 0.0176, "time": 0.49314}
+{"mode": "train", "epoch": 141, "iter": 500, "lr": 0.00025, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01904, "loss": 0.01904, "time": 0.4922}
+{"mode": "train", "epoch": 141, "iter": 600, "lr": 0.00025, "memory": 4083, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01812, "loss": 0.01812, "time": 0.49233}
+{"mode": "train", "epoch": 141, "iter": 700, "lr": 0.00024, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01919, "loss": 0.01919, "time": 0.49272}
+{"mode": "train", "epoch": 141, "iter": 800, "lr": 0.00024, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01654, "loss": 0.01654, "time": 0.49075}
+{"mode": "train", "epoch": 141, "iter": 900, "lr": 0.00024, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01776, "loss": 0.01776, "time": 0.49093}
+{"mode": "train", "epoch": 141, "iter": 1000, "lr": 0.00023, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0172, "loss": 0.0172, "time": 0.48992}
+{"mode": "train", "epoch": 141, "iter": 1100, "lr": 0.00023, "memory": 4083, "data_time": 0.00026, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.01891, "loss": 0.01891, "time": 0.48962}
+{"mode": "train", "epoch": 141, "iter": 1200, "lr": 0.00022, "memory": 4083, "data_time": 0.00041, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01774, "loss": 0.01774, "time": 0.3735}
+{"mode": "val", "epoch": 141, "iter": 533, "lr": 0.00022, "top1_acc": 0.9229, "top5_acc": 0.99695, "mean_class_accuracy": 0.89427}
+{"mode": "train", "epoch": 142, "iter": 100, "lr": 0.00022, "memory": 4083, "data_time": 0.18211, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02293, "loss": 0.02293, "time": 0.78474}
+{"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": 0.0188, "loss": 0.0188, "time": 0.4944}
+{"mode": "train", "epoch": 142, "iter": 300, "lr": 0.00021, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01872, "loss": 0.01872, "time": 0.49306}
+{"mode": "train", "epoch": 142, "iter": 400, "lr": 0.00021, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01716, "loss": 0.01716, "time": 0.49252}
+{"mode": "train", "epoch": 142, "iter": 500, "lr": 0.0002, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01526, "loss": 0.01526, "time": 0.4925}
+{"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": 0.0179, "loss": 0.0179, "time": 0.49161}
+{"mode": "train", "epoch": 142, "iter": 700, "lr": 0.0002, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01841, "loss": 0.01841, "time": 0.48548}
+{"mode": "train", "epoch": 142, "iter": 800, "lr": 0.00019, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01847, "loss": 0.01847, "time": 0.4906}
+{"mode": "train", "epoch": 142, "iter": 900, "lr": 0.00019, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01837, "loss": 0.01837, "time": 0.49191}
+{"mode": "train", "epoch": 142, "iter": 1000, "lr": 0.00018, "memory": 4083, "data_time": 0.00029, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01792, "loss": 0.01792, "time": 0.49177}
+{"mode": "train", "epoch": 142, "iter": 1100, "lr": 0.00018, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01891, "loss": 0.01891, "time": 0.49111}
+{"mode": "train", "epoch": 142, "iter": 1200, "lr": 0.00018, "memory": 4083, "data_time": 0.00048, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01724, "loss": 0.01724, "time": 0.38147}
+{"mode": "val", "epoch": 142, "iter": 533, "lr": 0.00018, "top1_acc": 0.92348, "top5_acc": 0.99671, "mean_class_accuracy": 0.89451}
+{"mode": "train", "epoch": 143, "iter": 100, "lr": 0.00017, "memory": 4083, "data_time": 0.18799, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0178, "loss": 0.0178, "time": 0.80568}
+{"mode": "train", "epoch": 143, "iter": 200, "lr": 0.00017, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.0172, "loss": 0.0172, "time": 0.49546}
+{"mode": "train", "epoch": 143, "iter": 300, "lr": 0.00017, "memory": 4083, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01685, "loss": 0.01685, "time": 0.49212}
+{"mode": "train", "epoch": 143, "iter": 400, "lr": 0.00016, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01792, "loss": 0.01792, "time": 0.49358}
+{"mode": "train", "epoch": 143, "iter": 500, "lr": 0.00016, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0168, "loss": 0.0168, "time": 0.49059}
+{"mode": "train", "epoch": 143, "iter": 600, "lr": 0.00016, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01752, "loss": 0.01752, "time": 0.49115}
+{"mode": "train", "epoch": 143, "iter": 700, "lr": 0.00015, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01796, "loss": 0.01796, "time": 0.49262}
+{"mode": "train", "epoch": 143, "iter": 800, "lr": 0.00015, "memory": 4083, "data_time": 0.00032, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01738, "loss": 0.01738, "time": 0.48901}
+{"mode": "train", "epoch": 143, "iter": 900, "lr": 0.00015, "memory": 4083, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01649, "loss": 0.01649, "time": 0.4921}
+{"mode": "train", "epoch": 143, "iter": 1000, "lr": 0.00014, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01849, "loss": 0.01849, "time": 0.48758}
+{"mode": "train", "epoch": 143, "iter": 1100, "lr": 0.00014, "memory": 4083, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01674, "loss": 0.01674, "time": 0.49112}
+{"mode": "train", "epoch": 143, "iter": 1200, "lr": 0.00014, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01891, "loss": 0.01891, "time": 0.36834}
+{"mode": "val", "epoch": 143, "iter": 533, "lr": 0.00013, "top1_acc": 0.92536, "top5_acc": 0.99671, "mean_class_accuracy": 0.89585}
+{"mode": "train", "epoch": 144, "iter": 100, "lr": 0.00013, "memory": 4083, "data_time": 0.19272, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01731, "loss": 0.01731, "time": 0.8024}
+{"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": 0.01831, "loss": 0.01831, "time": 0.495}
+{"mode": "train", "epoch": 144, "iter": 300, "lr": 0.00013, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01678, "loss": 0.01678, "time": 0.49335}
+{"mode": "train", "epoch": 144, "iter": 400, "lr": 0.00012, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01746, "loss": 0.01746, "time": 0.48933}
+{"mode": "train", "epoch": 144, "iter": 500, "lr": 0.00012, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01798, "loss": 0.01798, "time": 0.49221}
+{"mode": "train", "epoch": 144, "iter": 600, "lr": 0.00012, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01928, "loss": 0.01928, "time": 0.49071}
+{"mode": "train", "epoch": 144, "iter": 700, "lr": 0.00011, "memory": 4083, "data_time": 0.00039, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01709, "loss": 0.01709, "time": 0.49298}
+{"mode": "train", "epoch": 144, "iter": 800, "lr": 0.00011, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01621, "loss": 0.01621, "time": 0.49054}
+{"mode": "train", "epoch": 144, "iter": 900, "lr": 0.00011, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01743, "loss": 0.01743, "time": 0.49125}
+{"mode": "train", "epoch": 144, "iter": 1000, "lr": 0.00011, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01802, "loss": 0.01802, "time": 0.49302}
+{"mode": "train", "epoch": 144, "iter": 1100, "lr": 0.0001, "memory": 4083, "data_time": 0.00025, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01827, "loss": 0.01827, "time": 0.48835}
+{"mode": "train", "epoch": 144, "iter": 1200, "lr": 0.0001, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0163, "loss": 0.0163, "time": 0.36233}
+{"mode": "val", "epoch": 144, "iter": 533, "lr": 0.0001, "top1_acc": 0.92407, "top5_acc": 0.99613, "mean_class_accuracy": 0.89463}
+{"mode": "train", "epoch": 145, "iter": 100, "lr": 0.0001, "memory": 4083, "data_time": 0.18869, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01765, "loss": 0.01765, "time": 0.79902}
+{"mode": "train", "epoch": 145, "iter": 200, "lr": 9e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01553, "loss": 0.01553, "time": 0.4935}
+{"mode": "train", "epoch": 145, "iter": 300, "lr": 9e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01829, "loss": 0.01829, "time": 0.49074}
+{"mode": "train", "epoch": 145, "iter": 400, "lr": 9e-05, "memory": 4083, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01687, "loss": 0.01687, "time": 0.49005}
+{"mode": "train", "epoch": 145, "iter": 500, "lr": 9e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01749, "loss": 0.01749, "time": 0.49108}
+{"mode": "train", "epoch": 145, "iter": 600, "lr": 8e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01654, "loss": 0.01654, "time": 0.49381}
+{"mode": "train", "epoch": 145, "iter": 700, "lr": 8e-05, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01634, "loss": 0.01634, "time": 0.49117}
+{"mode": "train", "epoch": 145, "iter": 800, "lr": 8e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01873, "loss": 0.01873, "time": 0.48865}
+{"mode": "train", "epoch": 145, "iter": 900, "lr": 8e-05, "memory": 4083, "data_time": 0.0003, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01902, "loss": 0.01902, "time": 0.49225}
+{"mode": "train", "epoch": 145, "iter": 1000, "lr": 7e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01731, "loss": 0.01731, "time": 0.4969}
+{"mode": "train", "epoch": 145, "iter": 1100, "lr": 7e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01721, "loss": 0.01721, "time": 0.4895}
+{"mode": "train", "epoch": 145, "iter": 1200, "lr": 7e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01763, "loss": 0.01763, "time": 0.37301}
+{"mode": "val", "epoch": 145, "iter": 533, "lr": 7e-05, "top1_acc": 0.92548, "top5_acc": 0.99589, "mean_class_accuracy": 0.89641}
+{"mode": "train", "epoch": 146, "iter": 100, "lr": 7e-05, "memory": 4083, "data_time": 0.18452, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01636, "loss": 0.01636, "time": 0.79124}
+{"mode": "train", "epoch": 146, "iter": 200, "lr": 6e-05, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01824, "loss": 0.01824, "time": 0.49549}
+{"mode": "train", "epoch": 146, "iter": 300, "lr": 6e-05, "memory": 4083, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01677, "loss": 0.01677, "time": 0.48873}
+{"mode": "train", "epoch": 146, "iter": 400, "lr": 6e-05, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0171, "loss": 0.0171, "time": 0.49234}
+{"mode": "train", "epoch": 146, "iter": 500, "lr": 6e-05, "memory": 4083, "data_time": 0.00036, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01838, "loss": 0.01838, "time": 0.49283}
+{"mode": "train", "epoch": 146, "iter": 600, "lr": 6e-05, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0171, "loss": 0.0171, "time": 0.48978}
+{"mode": "train", "epoch": 146, "iter": 700, "lr": 5e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01773, "loss": 0.01773, "time": 0.49102}
+{"mode": "train", "epoch": 146, "iter": 800, "lr": 5e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01623, "loss": 0.01623, "time": 0.49425}
+{"mode": "train", "epoch": 146, "iter": 900, "lr": 5e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01659, "loss": 0.01659, "time": 0.49465}
+{"mode": "train", "epoch": 146, "iter": 1000, "lr": 5e-05, "memory": 4083, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0184, "loss": 0.0184, "time": 0.49311}
+{"mode": "train", "epoch": 146, "iter": 1100, "lr": 5e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01799, "loss": 0.01799, "time": 0.49053}
+{"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": 0.01802, "loss": 0.01802, "time": 0.38021}
+{"mode": "val", "epoch": 146, "iter": 533, "lr": 4e-05, "top1_acc": 0.9256, "top5_acc": 0.99566, "mean_class_accuracy": 0.8962}
+{"mode": "train", "epoch": 147, "iter": 100, "lr": 4e-05, "memory": 4083, "data_time": 0.18652, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01825, "loss": 0.01825, "time": 0.78851}
+{"mode": "train", "epoch": 147, "iter": 200, "lr": 4e-05, "memory": 4083, "data_time": 0.00044, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01706, "loss": 0.01706, "time": 0.49411}
+{"mode": "train", "epoch": 147, "iter": 300, "lr": 4e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01895, "loss": 0.01895, "time": 0.49311}
+{"mode": "train", "epoch": 147, "iter": 400, "lr": 4e-05, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01732, "loss": 0.01732, "time": 0.48905}
+{"mode": "train", "epoch": 147, "iter": 500, "lr": 4e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0173, "loss": 0.0173, "time": 0.49145}
+{"mode": "train", "epoch": 147, "iter": 600, "lr": 3e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01719, "loss": 0.01719, "time": 0.49051}
+{"mode": "train", "epoch": 147, "iter": 700, "lr": 3e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01673, "loss": 0.01673, "time": 0.49147}
+{"mode": "train", "epoch": 147, "iter": 800, "lr": 3e-05, "memory": 4083, "data_time": 0.00037, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0173, "loss": 0.0173, "time": 0.49276}
+{"mode": "train", "epoch": 147, "iter": 900, "lr": 3e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01902, "loss": 0.01902, "time": 0.49028}
+{"mode": "train", "epoch": 147, "iter": 1000, "lr": 3e-05, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01719, "loss": 0.01719, "time": 0.49072}
+{"mode": "train", "epoch": 147, "iter": 1100, "lr": 3e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01757, "loss": 0.01757, "time": 0.49387}
+{"mode": "train", "epoch": 147, "iter": 1200, "lr": 3e-05, "memory": 4083, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01707, "loss": 0.01707, "time": 0.37482}
+{"mode": "val", "epoch": 147, "iter": 533, "lr": 2e-05, "top1_acc": 0.92395, "top5_acc": 0.99636, "mean_class_accuracy": 0.89376}
+{"mode": "train", "epoch": 148, "iter": 100, "lr": 2e-05, "memory": 4083, "data_time": 0.18409, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0177, "loss": 0.0177, "time": 0.80403}
+{"mode": "train", "epoch": 148, "iter": 200, "lr": 2e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01843, "loss": 0.01843, "time": 0.48913}
+{"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": 0.01609, "loss": 0.01609, "time": 0.49133}
+{"mode": "train", "epoch": 148, "iter": 400, "lr": 2e-05, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01795, "loss": 0.01795, "time": 0.48976}
+{"mode": "train", "epoch": 148, "iter": 500, "lr": 2e-05, "memory": 4083, "data_time": 0.00027, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0178, "loss": 0.0178, "time": 0.49252}
+{"mode": "train", "epoch": 148, "iter": 600, "lr": 2e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01645, "loss": 0.01645, "time": 0.4899}
+{"mode": "train", "epoch": 148, "iter": 700, "lr": 2e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01703, "loss": 0.01703, "time": 0.48829}
+{"mode": "train", "epoch": 148, "iter": 800, "lr": 2e-05, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01791, "loss": 0.01791, "time": 0.48922}
+{"mode": "train", "epoch": 148, "iter": 900, "lr": 1e-05, "memory": 4083, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01894, "loss": 0.01894, "time": 0.4886}
+{"mode": "train", "epoch": 148, "iter": 1000, "lr": 1e-05, "memory": 4083, "data_time": 0.00042, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02073, "loss": 0.02073, "time": 0.49056}
+{"mode": "train", "epoch": 148, "iter": 1100, "lr": 1e-05, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01592, "loss": 0.01592, "time": 0.49117}
+{"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": 0.01891, "loss": 0.01891, "time": 0.35428}
+{"mode": "val", "epoch": 148, "iter": 533, "lr": 1e-05, "top1_acc": 0.92407, "top5_acc": 0.99589, "mean_class_accuracy": 0.89489}
+{"mode": "train", "epoch": 149, "iter": 100, "lr": 1e-05, "memory": 4083, "data_time": 0.18539, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01653, "loss": 0.01653, "time": 0.79712}
+{"mode": "train", "epoch": 149, "iter": 200, "lr": 1e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0166, "loss": 0.0166, "time": 0.48981}
+{"mode": "train", "epoch": 149, "iter": 300, "lr": 1e-05, "memory": 4083, "data_time": 0.00025, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01801, "loss": 0.01801, "time": 0.48948}
+{"mode": "train", "epoch": 149, "iter": 400, "lr": 1e-05, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01806, "loss": 0.01806, "time": 0.48626}
+{"mode": "train", "epoch": 149, "iter": 500, "lr": 1e-05, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0179, "loss": 0.0179, "time": 0.48589}
+{"mode": "train", "epoch": 149, "iter": 600, "lr": 1e-05, "memory": 4083, "data_time": 0.00033, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01774, "loss": 0.01774, "time": 0.48847}
+{"mode": "train", "epoch": 149, "iter": 700, "lr": 1e-05, "memory": 4083, "data_time": 0.00021, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02018, "loss": 0.02018, "time": 0.48703}
+{"mode": "train", "epoch": 149, "iter": 800, "lr": 1e-05, "memory": 4083, "data_time": 0.00021, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01769, "loss": 0.01769, "time": 0.48991}
+{"mode": "train", "epoch": 149, "iter": 900, "lr": 0.0, "memory": 4083, "data_time": 0.00022, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01747, "loss": 0.01747, "time": 0.48906}
+{"mode": "train", "epoch": 149, "iter": 1000, "lr": 0.0, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0166, "loss": 0.0166, "time": 0.48856}
+{"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": 0.01767, "loss": 0.01767, "time": 0.48828}
+{"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": 0.0161, "loss": 0.0161, "time": 0.37316}
+{"mode": "val", "epoch": 149, "iter": 533, "lr": 0.0, "top1_acc": 0.92513, "top5_acc": 0.99648, "mean_class_accuracy": 0.89525}
+{"mode": "train", "epoch": 150, "iter": 100, "lr": 0.0, "memory": 4083, "data_time": 0.1897, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01782, "loss": 0.01782, "time": 0.79591}
+{"mode": "train", "epoch": 150, "iter": 200, "lr": 0.0, "memory": 4083, "data_time": 0.00029, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01683, "loss": 0.01683, "time": 0.49094}
+{"mode": "train", "epoch": 150, "iter": 300, "lr": 0.0, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01783, "loss": 0.01783, "time": 0.4875}
+{"mode": "train", "epoch": 150, "iter": 400, "lr": 0.0, "memory": 4083, "data_time": 0.00028, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01736, "loss": 0.01736, "time": 0.49}
+{"mode": "train", "epoch": 150, "iter": 500, "lr": 0.0, "memory": 4083, "data_time": 0.00024, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.02067, "loss": 0.02067, "time": 0.48827}
+{"mode": "train", "epoch": 150, "iter": 600, "lr": 0.0, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01735, "loss": 0.01735, "time": 0.48915}
+{"mode": "train", "epoch": 150, "iter": 700, "lr": 0.0, "memory": 4083, "data_time": 0.00048, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01739, "loss": 0.01739, "time": 0.48897}
+{"mode": "train", "epoch": 150, "iter": 800, "lr": 0.0, "memory": 4083, "data_time": 0.00023, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01744, "loss": 0.01744, "time": 0.48977}
+{"mode": "train", "epoch": 150, "iter": 900, "lr": 0.0, "memory": 4083, "data_time": 0.00022, "top1_acc": 0.99938, "top5_acc": 1.0, "loss_cls": 0.01917, "loss": 0.01917, "time": 0.48947}
+{"mode": "train", "epoch": 150, "iter": 1000, "lr": 0.0, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01688, "loss": 0.01688, "time": 0.48963}
+{"mode": "train", "epoch": 150, "iter": 1100, "lr": 0.0, "memory": 4083, "data_time": 0.00026, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01693, "loss": 0.01693, "time": 0.49006}
+{"mode": "train", "epoch": 150, "iter": 1200, "lr": 0.0, "memory": 4083, "data_time": 0.00024, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.01585, "loss": 0.01585, "time": 0.3685}
+{"mode": "val", "epoch": 150, "iter": 533, "lr": 0.0, "top1_acc": 0.92372, "top5_acc": 0.99636, "mean_class_accuracy": 0.8932}