diff --git "a/pku_mmd_xsub/b_3/20250702_012939.log.json" "b/pku_mmd_xsub/b_3/20250702_012939.log.json" new file mode 100644--- /dev/null +++ "b/pku_mmd_xsub/b_3/20250702_012939.log.json" @@ -0,0 +1,1801 @@ +{"env_info": "sys.platform: linux\nPython: 3.8.8 (default, Apr 13 2021, 19:58:26) [GCC 7.3.0]\nCUDA available: True\nGPU 0: GeForce RTX 3090\nCUDA_HOME: /usr/local/cuda\nNVCC: Cuda compilation tools, release 11.2, V11.2.67\nGCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0\nPyTorch: 1.9.1\nPyTorch compiling details: PyTorch built with:\n - GCC 7.3\n - C++ Version: 201402\n - Intel(R) oneAPI Math Kernel Library Version 2021.2-Product Build 20210312 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.1\n - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=compute_37\n - CuDNN 8.0.5\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, \n\nTorchVision: 0.10.1\nOpenCV: 4.6.0\nMMCV: 1.6.0\nMMCV Compiler: GCC 9.3\nMMCV CUDA Compiler: 11.2\npyskl: 0.1.0+", "seed": 516129842, "config_name": "b_3.py", "work_dir": "b_3", "hook_msgs": {}} +{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.025, "memory": 3565, "data_time": 0.20283, "top1_acc": 0.04812, "top5_acc": 0.2175, "loss_cls": 4.29647, "loss": 4.29647, "time": 0.36106} +{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.025, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.12125, "top5_acc": 0.34938, "loss_cls": 3.99903, "loss": 3.99903, "time": 0.15109} +{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.025, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.17125, "top5_acc": 0.50375, "loss_cls": 3.54278, "loss": 3.54278, "time": 0.15198} +{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.025, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.22562, "top5_acc": 0.6075, "loss_cls": 3.1738, "loss": 3.1738, "time": 0.15189} +{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.025, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.2625, "top5_acc": 0.67125, "loss_cls": 2.90991, "loss": 2.90991, "time": 0.15163} +{"mode": "train", "epoch": 1, "iter": 600, "lr": 0.025, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.31812, "top5_acc": 0.71688, "loss_cls": 2.79796, "loss": 2.79796, "time": 0.15001} +{"mode": "train", "epoch": 1, "iter": 700, "lr": 0.025, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.36562, "top5_acc": 0.77062, "loss_cls": 2.56879, "loss": 2.56879, "time": 0.1505} +{"mode": "train", "epoch": 1, "iter": 800, "lr": 0.025, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.37875, "top5_acc": 0.80875, "loss_cls": 2.43402, "loss": 2.43402, "time": 0.15107} +{"mode": "train", "epoch": 1, "iter": 900, "lr": 0.025, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.44, "top5_acc": 0.82438, "loss_cls": 2.30398, "loss": 2.30398, "time": 0.15288} +{"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.025, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.44375, "top5_acc": 0.8525, "loss_cls": 2.23247, "loss": 2.23247, "time": 0.15267} +{"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.025, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.47625, "top5_acc": 0.88062, "loss_cls": 2.11088, "loss": 2.11088, "time": 0.15067} +{"mode": "val", "epoch": 1, "iter": 169, "lr": 0.025, "top1_acc": 0.50222, "top5_acc": 0.91605} +{"mode": "train", "epoch": 2, "iter": 100, "lr": 0.025, "memory": 3565, "data_time": 0.20782, "top1_acc": 0.49812, "top5_acc": 0.87812, "loss_cls": 2.02426, "loss": 2.02426, "time": 0.3579} +{"mode": "train", "epoch": 2, "iter": 200, "lr": 0.025, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.54375, "top5_acc": 0.89812, "loss_cls": 1.90331, "loss": 1.90331, "time": 0.15307} +{"mode": "train", "epoch": 2, "iter": 300, "lr": 0.025, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.5475, "top5_acc": 0.91, "loss_cls": 1.847, "loss": 1.847, "time": 0.15346} +{"mode": "train", "epoch": 2, "iter": 400, "lr": 0.025, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.53688, "top5_acc": 0.91, "loss_cls": 1.82452, "loss": 1.82452, "time": 0.15077} +{"mode": "train", "epoch": 2, "iter": 500, "lr": 0.02499, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.58125, "top5_acc": 0.92062, "loss_cls": 1.75806, "loss": 1.75806, "time": 0.15122} +{"mode": "train", "epoch": 2, "iter": 600, "lr": 0.02499, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.58438, "top5_acc": 0.92312, "loss_cls": 1.70704, "loss": 1.70704, "time": 0.15153} +{"mode": "train", "epoch": 2, "iter": 700, "lr": 0.02499, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.61438, "top5_acc": 0.92188, "loss_cls": 1.64974, "loss": 1.64974, "time": 0.15221} +{"mode": "train", "epoch": 2, "iter": 800, "lr": 0.02499, "memory": 3565, "data_time": 0.0002, "top1_acc": 0.59812, "top5_acc": 0.92375, "loss_cls": 1.67311, "loss": 1.67311, "time": 0.1535} +{"mode": "train", "epoch": 2, "iter": 900, "lr": 0.02499, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.62813, "top5_acc": 0.93625, "loss_cls": 1.58315, "loss": 1.58315, "time": 0.15274} +{"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.02499, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.64438, "top5_acc": 0.93375, "loss_cls": 1.58653, "loss": 1.58653, "time": 0.15083} +{"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.02499, "memory": 3565, "data_time": 0.0002, "top1_acc": 0.64062, "top5_acc": 0.94562, "loss_cls": 1.52567, "loss": 1.52567, "time": 0.15013} +{"mode": "val", "epoch": 2, "iter": 169, "lr": 0.02499, "top1_acc": 0.64682, "top5_acc": 0.95895} +{"mode": "train", "epoch": 3, "iter": 100, "lr": 0.02499, "memory": 3565, "data_time": 0.21388, "top1_acc": 0.67625, "top5_acc": 0.95062, "loss_cls": 1.42254, "loss": 1.42254, "time": 0.36494} +{"mode": "train", "epoch": 3, "iter": 200, "lr": 0.02499, "memory": 3565, "data_time": 0.0002, "top1_acc": 0.66, "top5_acc": 0.95375, "loss_cls": 1.40416, "loss": 1.40416, "time": 0.15044} +{"mode": "train", "epoch": 3, "iter": 300, "lr": 0.02499, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.67188, "top5_acc": 0.94125, "loss_cls": 1.45416, "loss": 1.45416, "time": 0.1515} +{"mode": "train", "epoch": 3, "iter": 400, "lr": 0.02499, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.69188, "top5_acc": 0.94875, "loss_cls": 1.38792, "loss": 1.38792, "time": 0.15109} +{"mode": "train", "epoch": 3, "iter": 500, "lr": 0.02498, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.70875, "top5_acc": 0.95188, "loss_cls": 1.34405, "loss": 1.34405, "time": 0.15163} +{"mode": "train", "epoch": 3, "iter": 600, "lr": 0.02498, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.69438, "top5_acc": 0.94562, "loss_cls": 1.35283, "loss": 1.35283, "time": 0.151} +{"mode": "train", "epoch": 3, "iter": 700, "lr": 0.02498, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.7125, "top5_acc": 0.945, "loss_cls": 1.33868, "loss": 1.33868, "time": 0.15113} +{"mode": "train", "epoch": 3, "iter": 800, "lr": 0.02498, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.69438, "top5_acc": 0.95375, "loss_cls": 1.3231, "loss": 1.3231, "time": 0.15161} +{"mode": "train", "epoch": 3, "iter": 900, "lr": 0.02498, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.70562, "top5_acc": 0.95188, "loss_cls": 1.31384, "loss": 1.31384, "time": 0.1527} +{"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.02498, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.7375, "top5_acc": 0.9525, "loss_cls": 1.26199, "loss": 1.26199, "time": 0.15341} +{"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.02498, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.7025, "top5_acc": 0.95562, "loss_cls": 1.28737, "loss": 1.28737, "time": 0.15249} +{"mode": "val", "epoch": 3, "iter": 169, "lr": 0.02498, "top1_acc": 0.70044, "top5_acc": 0.96857} +{"mode": "train", "epoch": 4, "iter": 100, "lr": 0.02497, "memory": 3565, "data_time": 0.2103, "top1_acc": 0.72812, "top5_acc": 0.9625, "loss_cls": 1.21749, "loss": 1.21749, "time": 0.36224} +{"mode": "train", "epoch": 4, "iter": 200, "lr": 0.02497, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.72125, "top5_acc": 0.9675, "loss_cls": 1.20633, "loss": 1.20633, "time": 0.15159} +{"mode": "train", "epoch": 4, "iter": 300, "lr": 0.02497, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.73688, "top5_acc": 0.9675, "loss_cls": 1.19996, "loss": 1.19996, "time": 0.15361} +{"mode": "train", "epoch": 4, "iter": 400, "lr": 0.02497, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.75125, "top5_acc": 0.96812, "loss_cls": 1.13488, "loss": 1.13488, "time": 0.15309} +{"mode": "train", "epoch": 4, "iter": 500, "lr": 0.02497, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.76125, "top5_acc": 0.96812, "loss_cls": 1.15418, "loss": 1.15418, "time": 0.15178} +{"mode": "train", "epoch": 4, "iter": 600, "lr": 0.02497, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.74812, "top5_acc": 0.95062, "loss_cls": 1.22752, "loss": 1.22752, "time": 0.1514} +{"mode": "train", "epoch": 4, "iter": 700, "lr": 0.02496, "memory": 3565, "data_time": 0.00021, "top1_acc": 0.75438, "top5_acc": 0.96312, "loss_cls": 1.15252, "loss": 1.15252, "time": 0.14988} +{"mode": "train", "epoch": 4, "iter": 800, "lr": 0.02496, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.77, "top5_acc": 0.95688, "loss_cls": 1.13848, "loss": 1.13848, "time": 0.15096} +{"mode": "train", "epoch": 4, "iter": 900, "lr": 0.02496, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.7675, "top5_acc": 0.96312, "loss_cls": 1.11876, "loss": 1.11876, "time": 0.15149} +{"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.02496, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.75062, "top5_acc": 0.96562, "loss_cls": 1.12211, "loss": 1.12211, "time": 0.15156} +{"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.02496, "memory": 3565, "data_time": 0.0002, "top1_acc": 0.7525, "top5_acc": 0.965, "loss_cls": 1.14115, "loss": 1.14115, "time": 0.15228} +{"mode": "val", "epoch": 4, "iter": 169, "lr": 0.02496, "top1_acc": 0.76072, "top5_acc": 0.98299} +{"mode": "train", "epoch": 5, "iter": 100, "lr": 0.02495, "memory": 3565, "data_time": 0.21846, "top1_acc": 0.77312, "top5_acc": 0.96875, "loss_cls": 1.0635, "loss": 1.0635, "time": 0.37104} +{"mode": "train", "epoch": 5, "iter": 200, "lr": 0.02495, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.78312, "top5_acc": 0.97125, "loss_cls": 1.01764, "loss": 1.01764, "time": 0.15287} +{"mode": "train", "epoch": 5, "iter": 300, "lr": 0.02495, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.77938, "top5_acc": 0.96688, "loss_cls": 1.05871, "loss": 1.05871, "time": 0.15264} +{"mode": "train", "epoch": 5, "iter": 400, "lr": 0.02495, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.7975, "top5_acc": 0.97688, "loss_cls": 1.00495, "loss": 1.00495, "time": 0.15191} +{"mode": "train", "epoch": 5, "iter": 500, "lr": 0.02495, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.76812, "top5_acc": 0.95438, "loss_cls": 1.10869, "loss": 1.10869, "time": 0.1517} +{"mode": "train", "epoch": 5, "iter": 600, "lr": 0.02494, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.78188, "top5_acc": 0.96312, "loss_cls": 1.02747, "loss": 1.02747, "time": 0.1517} +{"mode": "train", "epoch": 5, "iter": 700, "lr": 0.02494, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.77312, "top5_acc": 0.9725, "loss_cls": 1.03163, "loss": 1.03163, "time": 0.15232} +{"mode": "train", "epoch": 5, "iter": 800, "lr": 0.02494, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.76688, "top5_acc": 0.96625, "loss_cls": 1.07271, "loss": 1.07271, "time": 0.15291} +{"mode": "train", "epoch": 5, "iter": 900, "lr": 0.02494, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.79125, "top5_acc": 0.96688, "loss_cls": 1.0132, "loss": 1.0132, "time": 0.15243} +{"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.02494, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.77312, "top5_acc": 0.97062, "loss_cls": 1.04795, "loss": 1.04795, "time": 0.15545} +{"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.02493, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.79062, "top5_acc": 0.96688, "loss_cls": 1.02191, "loss": 1.02191, "time": 0.15357} +{"mode": "val", "epoch": 5, "iter": 169, "lr": 0.02493, "top1_acc": 0.8199, "top5_acc": 0.98706} +{"mode": "train", "epoch": 6, "iter": 100, "lr": 0.02493, "memory": 3565, "data_time": 0.21385, "top1_acc": 0.79875, "top5_acc": 0.97375, "loss_cls": 0.96027, "loss": 0.96027, "time": 0.36524} +{"mode": "train", "epoch": 6, "iter": 200, "lr": 0.02493, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.7975, "top5_acc": 0.97, "loss_cls": 0.97698, "loss": 0.97698, "time": 0.15129} +{"mode": "train", "epoch": 6, "iter": 300, "lr": 0.02492, "memory": 3565, "data_time": 0.00022, "top1_acc": 0.8075, "top5_acc": 0.9675, "loss_cls": 0.97179, "loss": 0.97179, "time": 0.15305} +{"mode": "train", "epoch": 6, "iter": 400, "lr": 0.02492, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.81062, "top5_acc": 0.97438, "loss_cls": 0.9528, "loss": 0.9528, "time": 0.15292} +{"mode": "train", "epoch": 6, "iter": 500, "lr": 0.02492, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.79812, "top5_acc": 0.97, "loss_cls": 0.97218, "loss": 0.97218, "time": 0.15204} +{"mode": "train", "epoch": 6, "iter": 600, "lr": 0.02492, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.78562, "top5_acc": 0.98125, "loss_cls": 0.98953, "loss": 0.98953, "time": 0.15261} +{"mode": "train", "epoch": 6, "iter": 700, "lr": 0.02491, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.81625, "top5_acc": 0.96875, "loss_cls": 0.93391, "loss": 0.93391, "time": 0.1534} +{"mode": "train", "epoch": 6, "iter": 800, "lr": 0.02491, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.80375, "top5_acc": 0.97125, "loss_cls": 1.00591, "loss": 1.00591, "time": 0.1523} +{"mode": "train", "epoch": 6, "iter": 900, "lr": 0.02491, "memory": 3565, "data_time": 0.00021, "top1_acc": 0.79812, "top5_acc": 0.97, "loss_cls": 0.97957, "loss": 0.97957, "time": 0.151} +{"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.02491, "memory": 3565, "data_time": 0.0002, "top1_acc": 0.80625, "top5_acc": 0.96688, "loss_cls": 0.93201, "loss": 0.93201, "time": 0.15026} +{"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.0249, "memory": 3565, "data_time": 0.0002, "top1_acc": 0.82062, "top5_acc": 0.9725, "loss_cls": 0.89663, "loss": 0.89663, "time": 0.15047} +{"mode": "val", "epoch": 6, "iter": 169, "lr": 0.0249, "top1_acc": 0.80769, "top5_acc": 0.98669} +{"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0249, "memory": 3565, "data_time": 0.21782, "top1_acc": 0.81375, "top5_acc": 0.97938, "loss_cls": 0.91187, "loss": 0.91187, "time": 0.37038} +{"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0249, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.80562, "top5_acc": 0.97438, "loss_cls": 0.90879, "loss": 0.90879, "time": 0.15198} +{"mode": "train", "epoch": 7, "iter": 300, "lr": 0.02489, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.80688, "top5_acc": 0.98, "loss_cls": 0.89021, "loss": 0.89021, "time": 0.15247} +{"mode": "train", "epoch": 7, "iter": 400, "lr": 0.02489, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.83375, "top5_acc": 0.9775, "loss_cls": 0.84593, "loss": 0.84593, "time": 0.15388} +{"mode": "train", "epoch": 7, "iter": 500, "lr": 0.02489, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.8125, "top5_acc": 0.96562, "loss_cls": 0.98213, "loss": 0.98213, "time": 0.15285} +{"mode": "train", "epoch": 7, "iter": 600, "lr": 0.02488, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.82188, "top5_acc": 0.96688, "loss_cls": 0.92228, "loss": 0.92228, "time": 0.15253} +{"mode": "train", "epoch": 7, "iter": 700, "lr": 0.02488, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.82375, "top5_acc": 0.98312, "loss_cls": 0.85966, "loss": 0.85966, "time": 0.15203} +{"mode": "train", "epoch": 7, "iter": 800, "lr": 0.02488, "memory": 3565, "data_time": 0.0002, "top1_acc": 0.80438, "top5_acc": 0.98062, "loss_cls": 0.91794, "loss": 0.91794, "time": 0.15305} +{"mode": "train", "epoch": 7, "iter": 900, "lr": 0.02487, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.81, "top5_acc": 0.97375, "loss_cls": 0.94554, "loss": 0.94554, "time": 0.15247} +{"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.02487, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.81625, "top5_acc": 0.96938, "loss_cls": 0.92486, "loss": 0.92486, "time": 0.15291} +{"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.02487, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.82438, "top5_acc": 0.97625, "loss_cls": 0.85977, "loss": 0.85977, "time": 0.1519} +{"mode": "val", "epoch": 7, "iter": 169, "lr": 0.02487, "top1_acc": 0.7929, "top5_acc": 0.9841} +{"mode": "train", "epoch": 8, "iter": 100, "lr": 0.02486, "memory": 3565, "data_time": 0.21418, "top1_acc": 0.82375, "top5_acc": 0.98, "loss_cls": 0.86881, "loss": 0.86881, "time": 0.36656} +{"mode": "train", "epoch": 8, "iter": 200, "lr": 0.02486, "memory": 3565, "data_time": 0.0002, "top1_acc": 0.825, "top5_acc": 0.97812, "loss_cls": 0.85583, "loss": 0.85583, "time": 0.15303} +{"mode": "train", "epoch": 8, "iter": 300, "lr": 0.02486, "memory": 3565, "data_time": 0.00021, "top1_acc": 0.81625, "top5_acc": 0.97812, "loss_cls": 0.85936, "loss": 0.85936, "time": 0.15194} +{"mode": "train", "epoch": 8, "iter": 400, "lr": 0.02485, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.82812, "top5_acc": 0.9775, "loss_cls": 0.85646, "loss": 0.85646, "time": 0.15221} +{"mode": "train", "epoch": 8, "iter": 500, "lr": 0.02485, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.81375, "top5_acc": 0.9725, "loss_cls": 0.88322, "loss": 0.88322, "time": 0.15214} +{"mode": "train", "epoch": 8, "iter": 600, "lr": 0.02485, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.8475, "top5_acc": 0.98, "loss_cls": 0.78643, "loss": 0.78643, "time": 0.1521} +{"mode": "train", "epoch": 8, "iter": 700, "lr": 0.02484, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.84625, "top5_acc": 0.9775, "loss_cls": 0.80891, "loss": 0.80891, "time": 0.15208} +{"mode": "train", "epoch": 8, "iter": 800, "lr": 0.02484, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.82, "top5_acc": 0.97062, "loss_cls": 0.88542, "loss": 0.88542, "time": 0.15187} +{"mode": "train", "epoch": 8, "iter": 900, "lr": 0.02484, "memory": 3565, "data_time": 0.00021, "top1_acc": 0.83875, "top5_acc": 0.98125, "loss_cls": 0.82466, "loss": 0.82466, "time": 0.1526} +{"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.02483, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.82375, "top5_acc": 0.97312, "loss_cls": 0.90096, "loss": 0.90096, "time": 0.15231} +{"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.02483, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.845, "top5_acc": 0.98125, "loss_cls": 0.78922, "loss": 0.78922, "time": 0.15087} +{"mode": "val", "epoch": 8, "iter": 169, "lr": 0.02482, "top1_acc": 0.83617, "top5_acc": 0.98595} +{"mode": "train", "epoch": 9, "iter": 100, "lr": 0.02482, "memory": 3565, "data_time": 0.2162, "top1_acc": 0.83875, "top5_acc": 0.98, "loss_cls": 0.79541, "loss": 0.79541, "time": 0.36807} +{"mode": "train", "epoch": 9, "iter": 200, "lr": 0.02482, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.83312, "top5_acc": 0.97, "loss_cls": 0.83802, "loss": 0.83802, "time": 0.15158} +{"mode": "train", "epoch": 9, "iter": 300, "lr": 0.02481, "memory": 3565, "data_time": 0.0002, "top1_acc": 0.84, "top5_acc": 0.97812, "loss_cls": 0.82089, "loss": 0.82089, "time": 0.15247} +{"mode": "train", "epoch": 9, "iter": 400, "lr": 0.02481, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.81938, "top5_acc": 0.98125, "loss_cls": 0.80373, "loss": 0.80373, "time": 0.15103} +{"mode": "train", "epoch": 9, "iter": 500, "lr": 0.02481, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.85062, "top5_acc": 0.97875, "loss_cls": 0.7517, "loss": 0.7517, "time": 0.15103} +{"mode": "train", "epoch": 9, "iter": 600, "lr": 0.0248, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.8475, "top5_acc": 0.97938, "loss_cls": 0.80545, "loss": 0.80545, "time": 0.15134} +{"mode": "train", "epoch": 9, "iter": 700, "lr": 0.0248, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.84312, "top5_acc": 0.98188, "loss_cls": 0.78798, "loss": 0.78798, "time": 0.15136} +{"mode": "train", "epoch": 9, "iter": 800, "lr": 0.02479, "memory": 3565, "data_time": 0.00025, "top1_acc": 0.8375, "top5_acc": 0.97625, "loss_cls": 0.79507, "loss": 0.79507, "time": 0.15513} +{"mode": "train", "epoch": 9, "iter": 900, "lr": 0.02479, "memory": 3565, "data_time": 0.00021, "top1_acc": 0.84625, "top5_acc": 0.97938, "loss_cls": 0.77, "loss": 0.77, "time": 0.15077} +{"mode": "train", "epoch": 9, "iter": 1000, "lr": 0.02479, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.82812, "top5_acc": 0.98188, "loss_cls": 0.83414, "loss": 0.83414, "time": 0.15212} +{"mode": "train", "epoch": 9, "iter": 1100, "lr": 0.02478, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.83688, "top5_acc": 0.98, "loss_cls": 0.80824, "loss": 0.80824, "time": 0.1525} +{"mode": "val", "epoch": 9, "iter": 169, "lr": 0.02478, "top1_acc": 0.84098, "top5_acc": 0.9878} +{"mode": "train", "epoch": 10, "iter": 100, "lr": 0.02477, "memory": 3565, "data_time": 0.21668, "top1_acc": 0.86562, "top5_acc": 0.97875, "loss_cls": 0.73257, "loss": 0.73257, "time": 0.36915} +{"mode": "train", "epoch": 10, "iter": 200, "lr": 0.02477, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.83938, "top5_acc": 0.97875, "loss_cls": 0.78194, "loss": 0.78194, "time": 0.15363} +{"mode": "train", "epoch": 10, "iter": 300, "lr": 0.02477, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.83062, "top5_acc": 0.98188, "loss_cls": 0.7571, "loss": 0.7571, "time": 0.15196} +{"mode": "train", "epoch": 10, "iter": 400, "lr": 0.02476, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.86, "top5_acc": 0.98375, "loss_cls": 0.72644, "loss": 0.72644, "time": 0.15174} +{"mode": "train", "epoch": 10, "iter": 500, "lr": 0.02476, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.85938, "top5_acc": 0.98812, "loss_cls": 0.70677, "loss": 0.70677, "time": 0.15156} +{"mode": "train", "epoch": 10, "iter": 600, "lr": 0.02475, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.84375, "top5_acc": 0.98375, "loss_cls": 0.75509, "loss": 0.75509, "time": 0.15198} +{"mode": "train", "epoch": 10, "iter": 700, "lr": 0.02475, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.85438, "top5_acc": 0.97938, "loss_cls": 0.74226, "loss": 0.74226, "time": 0.15133} +{"mode": "train", "epoch": 10, "iter": 800, "lr": 0.02474, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.83, "top5_acc": 0.9775, "loss_cls": 0.82991, "loss": 0.82991, "time": 0.15199} +{"mode": "train", "epoch": 10, "iter": 900, "lr": 0.02474, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.84562, "top5_acc": 0.9775, "loss_cls": 0.7748, "loss": 0.7748, "time": 0.15117} +{"mode": "train", "epoch": 10, "iter": 1000, "lr": 0.02474, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.84812, "top5_acc": 0.97938, "loss_cls": 0.75818, "loss": 0.75818, "time": 0.15207} +{"mode": "train", "epoch": 10, "iter": 1100, "lr": 0.02473, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.84625, "top5_acc": 0.975, "loss_cls": 0.76505, "loss": 0.76505, "time": 0.15223} +{"mode": "val", "epoch": 10, "iter": 169, "lr": 0.02473, "top1_acc": 0.8591, "top5_acc": 0.98928} +{"mode": "train", "epoch": 11, "iter": 100, "lr": 0.02472, "memory": 3565, "data_time": 0.21375, "top1_acc": 0.84938, "top5_acc": 0.97688, "loss_cls": 0.75082, "loss": 0.75082, "time": 0.36809} +{"mode": "train", "epoch": 11, "iter": 200, "lr": 0.02472, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.86188, "top5_acc": 0.99, "loss_cls": 0.6665, "loss": 0.6665, "time": 0.15219} +{"mode": "train", "epoch": 11, "iter": 300, "lr": 0.02471, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.8675, "top5_acc": 0.98438, "loss_cls": 0.70849, "loss": 0.70849, "time": 0.15169} +{"mode": "train", "epoch": 11, "iter": 400, "lr": 0.02471, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.85562, "top5_acc": 0.98062, "loss_cls": 0.70829, "loss": 0.70829, "time": 0.15204} +{"mode": "train", "epoch": 11, "iter": 500, "lr": 0.0247, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.85625, "top5_acc": 0.98125, "loss_cls": 0.76133, "loss": 0.76133, "time": 0.1517} +{"mode": "train", "epoch": 11, "iter": 600, "lr": 0.0247, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.85, "top5_acc": 0.97938, "loss_cls": 0.74025, "loss": 0.74025, "time": 0.14994} +{"mode": "train", "epoch": 11, "iter": 700, "lr": 0.02469, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.85375, "top5_acc": 0.98688, "loss_cls": 0.71966, "loss": 0.71966, "time": 0.15076} +{"mode": "train", "epoch": 11, "iter": 800, "lr": 0.02469, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.85438, "top5_acc": 0.98062, "loss_cls": 0.71136, "loss": 0.71136, "time": 0.1514} +{"mode": "train", "epoch": 11, "iter": 900, "lr": 0.02468, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.84, "top5_acc": 0.97812, "loss_cls": 0.76263, "loss": 0.76263, "time": 0.15109} +{"mode": "train", "epoch": 11, "iter": 1000, "lr": 0.02468, "memory": 3565, "data_time": 0.00023, "top1_acc": 0.8475, "top5_acc": 0.9825, "loss_cls": 0.73347, "loss": 0.73347, "time": 0.15151} +{"mode": "train", "epoch": 11, "iter": 1100, "lr": 0.02467, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.87375, "top5_acc": 0.98062, "loss_cls": 0.6931, "loss": 0.6931, "time": 0.1516} +{"mode": "val", "epoch": 11, "iter": 169, "lr": 0.02467, "top1_acc": 0.84763, "top5_acc": 0.98669} +{"mode": "train", "epoch": 12, "iter": 100, "lr": 0.02466, "memory": 3565, "data_time": 0.21235, "top1_acc": 0.87438, "top5_acc": 0.98312, "loss_cls": 0.66089, "loss": 0.66089, "time": 0.36457} +{"mode": "train", "epoch": 12, "iter": 200, "lr": 0.02466, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.85875, "top5_acc": 0.98188, "loss_cls": 0.71752, "loss": 0.71752, "time": 0.15234} +{"mode": "train", "epoch": 12, "iter": 300, "lr": 0.02465, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.85, "top5_acc": 0.98, "loss_cls": 0.74434, "loss": 0.74434, "time": 0.15291} +{"mode": "train", "epoch": 12, "iter": 400, "lr": 0.02465, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.85312, "top5_acc": 0.98312, "loss_cls": 0.71834, "loss": 0.71834, "time": 0.15051} +{"mode": "train", "epoch": 12, "iter": 500, "lr": 0.02464, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.86438, "top5_acc": 0.97875, "loss_cls": 0.67315, "loss": 0.67315, "time": 0.15115} +{"mode": "train", "epoch": 12, "iter": 600, "lr": 0.02464, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.86125, "top5_acc": 0.97938, "loss_cls": 0.72196, "loss": 0.72196, "time": 0.15136} +{"mode": "train", "epoch": 12, "iter": 700, "lr": 0.02463, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.87, "top5_acc": 0.98375, "loss_cls": 0.65874, "loss": 0.65874, "time": 0.1518} +{"mode": "train", "epoch": 12, "iter": 800, "lr": 0.02463, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.85438, "top5_acc": 0.9775, "loss_cls": 0.72517, "loss": 0.72517, "time": 0.15117} +{"mode": "train", "epoch": 12, "iter": 900, "lr": 0.02462, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.86688, "top5_acc": 0.98438, "loss_cls": 0.66158, "loss": 0.66158, "time": 0.15151} +{"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.02462, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.85562, "top5_acc": 0.985, "loss_cls": 0.67575, "loss": 0.67575, "time": 0.15208} +{"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.02461, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.8525, "top5_acc": 0.98, "loss_cls": 0.73822, "loss": 0.73822, "time": 0.15187} +{"mode": "val", "epoch": 12, "iter": 169, "lr": 0.02461, "top1_acc": 0.84578, "top5_acc": 0.99038} +{"mode": "train", "epoch": 13, "iter": 100, "lr": 0.0246, "memory": 3565, "data_time": 0.20598, "top1_acc": 0.88125, "top5_acc": 0.985, "loss_cls": 0.65168, "loss": 0.65168, "time": 0.36048} +{"mode": "train", "epoch": 13, "iter": 200, "lr": 0.0246, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.855, "top5_acc": 0.98562, "loss_cls": 0.69255, "loss": 0.69255, "time": 0.15304} +{"mode": "train", "epoch": 13, "iter": 300, "lr": 0.02459, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.8575, "top5_acc": 0.98562, "loss_cls": 0.68153, "loss": 0.68153, "time": 0.15206} +{"mode": "train", "epoch": 13, "iter": 400, "lr": 0.02458, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.88125, "top5_acc": 0.98562, "loss_cls": 0.6224, "loss": 0.6224, "time": 0.14972} +{"mode": "train", "epoch": 13, "iter": 500, "lr": 0.02458, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.86812, "top5_acc": 0.98188, "loss_cls": 0.66399, "loss": 0.66399, "time": 0.15052} +{"mode": "train", "epoch": 13, "iter": 600, "lr": 0.02457, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.86938, "top5_acc": 0.98688, "loss_cls": 0.65198, "loss": 0.65198, "time": 0.15131} +{"mode": "train", "epoch": 13, "iter": 700, "lr": 0.02457, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.86312, "top5_acc": 0.98375, "loss_cls": 0.68222, "loss": 0.68222, "time": 0.15037} +{"mode": "train", "epoch": 13, "iter": 800, "lr": 0.02456, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.8575, "top5_acc": 0.98312, "loss_cls": 0.67286, "loss": 0.67286, "time": 0.15116} +{"mode": "train", "epoch": 13, "iter": 900, "lr": 0.02456, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.87188, "top5_acc": 0.9825, "loss_cls": 0.64821, "loss": 0.64821, "time": 0.15068} +{"mode": "train", "epoch": 13, "iter": 1000, "lr": 0.02455, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.85688, "top5_acc": 0.975, "loss_cls": 0.73236, "loss": 0.73236, "time": 0.15216} +{"mode": "train", "epoch": 13, "iter": 1100, "lr": 0.02454, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.84562, "top5_acc": 0.98688, "loss_cls": 0.71177, "loss": 0.71177, "time": 0.15333} +{"mode": "val", "epoch": 13, "iter": 169, "lr": 0.02454, "top1_acc": 0.85725, "top5_acc": 0.99149} +{"mode": "train", "epoch": 14, "iter": 100, "lr": 0.02453, "memory": 3565, "data_time": 0.20502, "top1_acc": 0.87312, "top5_acc": 0.985, "loss_cls": 0.64326, "loss": 0.64326, "time": 0.35707} +{"mode": "train", "epoch": 14, "iter": 200, "lr": 0.02453, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.85812, "top5_acc": 0.985, "loss_cls": 0.68556, "loss": 0.68556, "time": 0.15014} +{"mode": "train", "epoch": 14, "iter": 300, "lr": 0.02452, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.86625, "top5_acc": 0.98125, "loss_cls": 0.64276, "loss": 0.64276, "time": 0.15114} +{"mode": "train", "epoch": 14, "iter": 400, "lr": 0.02452, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.87875, "top5_acc": 0.98688, "loss_cls": 0.63911, "loss": 0.63911, "time": 0.15102} +{"mode": "train", "epoch": 14, "iter": 500, "lr": 0.02451, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.8675, "top5_acc": 0.985, "loss_cls": 0.6681, "loss": 0.6681, "time": 0.15116} +{"mode": "train", "epoch": 14, "iter": 600, "lr": 0.0245, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.86375, "top5_acc": 0.97875, "loss_cls": 0.68484, "loss": 0.68484, "time": 0.15121} +{"mode": "train", "epoch": 14, "iter": 700, "lr": 0.0245, "memory": 3565, "data_time": 0.00014, "top1_acc": 0.86875, "top5_acc": 0.98375, "loss_cls": 0.64288, "loss": 0.64288, "time": 0.15197} +{"mode": "train", "epoch": 14, "iter": 800, "lr": 0.02449, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.85562, "top5_acc": 0.98062, "loss_cls": 0.70588, "loss": 0.70588, "time": 0.15231} +{"mode": "train", "epoch": 14, "iter": 900, "lr": 0.02448, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.85125, "top5_acc": 0.985, "loss_cls": 0.698, "loss": 0.698, "time": 0.15182} +{"mode": "train", "epoch": 14, "iter": 1000, "lr": 0.02448, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.85312, "top5_acc": 0.97938, "loss_cls": 0.71288, "loss": 0.71288, "time": 0.15606} +{"mode": "train", "epoch": 14, "iter": 1100, "lr": 0.02447, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.87875, "top5_acc": 0.97938, "loss_cls": 0.66244, "loss": 0.66244, "time": 0.15261} +{"mode": "val", "epoch": 14, "iter": 169, "lr": 0.02447, "top1_acc": 0.86391, "top5_acc": 0.98558} +{"mode": "train", "epoch": 15, "iter": 100, "lr": 0.02446, "memory": 3565, "data_time": 0.20219, "top1_acc": 0.85875, "top5_acc": 0.98125, "loss_cls": 0.67775, "loss": 0.67775, "time": 0.35528} +{"mode": "train", "epoch": 15, "iter": 200, "lr": 0.02445, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.87562, "top5_acc": 0.9825, "loss_cls": 0.62807, "loss": 0.62807, "time": 0.15301} +{"mode": "train", "epoch": 15, "iter": 300, "lr": 0.02445, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.88125, "top5_acc": 0.98938, "loss_cls": 0.60197, "loss": 0.60197, "time": 0.15255} +{"mode": "train", "epoch": 15, "iter": 400, "lr": 0.02444, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.86625, "top5_acc": 0.98125, "loss_cls": 0.66779, "loss": 0.66779, "time": 0.15062} +{"mode": "train", "epoch": 15, "iter": 500, "lr": 0.02443, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.86375, "top5_acc": 0.98562, "loss_cls": 0.6376, "loss": 0.6376, "time": 0.15028} +{"mode": "train", "epoch": 15, "iter": 600, "lr": 0.02443, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.88875, "top5_acc": 0.9875, "loss_cls": 0.61082, "loss": 0.61082, "time": 0.15165} +{"mode": "train", "epoch": 15, "iter": 700, "lr": 0.02442, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.87, "top5_acc": 0.98625, "loss_cls": 0.63077, "loss": 0.63077, "time": 0.15258} +{"mode": "train", "epoch": 15, "iter": 800, "lr": 0.02441, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.86312, "top5_acc": 0.98, "loss_cls": 0.67468, "loss": 0.67468, "time": 0.15137} +{"mode": "train", "epoch": 15, "iter": 900, "lr": 0.02441, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.85875, "top5_acc": 0.98312, "loss_cls": 0.68791, "loss": 0.68791, "time": 0.15342} +{"mode": "train", "epoch": 15, "iter": 1000, "lr": 0.0244, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.88375, "top5_acc": 0.9875, "loss_cls": 0.61316, "loss": 0.61316, "time": 0.15179} +{"mode": "train", "epoch": 15, "iter": 1100, "lr": 0.02439, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.86438, "top5_acc": 0.98562, "loss_cls": 0.66054, "loss": 0.66054, "time": 0.15173} +{"mode": "val", "epoch": 15, "iter": 169, "lr": 0.02439, "top1_acc": 0.85984, "top5_acc": 0.98299} +{"mode": "train", "epoch": 16, "iter": 100, "lr": 0.02438, "memory": 3565, "data_time": 0.20696, "top1_acc": 0.88188, "top5_acc": 0.9875, "loss_cls": 0.60765, "loss": 0.60765, "time": 0.35846} +{"mode": "train", "epoch": 16, "iter": 200, "lr": 0.02437, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.88, "top5_acc": 0.99062, "loss_cls": 0.60073, "loss": 0.60073, "time": 0.15072} +{"mode": "train", "epoch": 16, "iter": 300, "lr": 0.02437, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.87438, "top5_acc": 0.98562, "loss_cls": 0.65048, "loss": 0.65048, "time": 0.1521} +{"mode": "train", "epoch": 16, "iter": 400, "lr": 0.02436, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.8725, "top5_acc": 0.97875, "loss_cls": 0.65585, "loss": 0.65585, "time": 0.1522} +{"mode": "train", "epoch": 16, "iter": 500, "lr": 0.02435, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.87, "top5_acc": 0.9825, "loss_cls": 0.64807, "loss": 0.64807, "time": 0.15198} +{"mode": "train", "epoch": 16, "iter": 600, "lr": 0.02435, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.855, "top5_acc": 0.98375, "loss_cls": 0.69663, "loss": 0.69663, "time": 0.1529} +{"mode": "train", "epoch": 16, "iter": 700, "lr": 0.02434, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.87562, "top5_acc": 0.98562, "loss_cls": 0.60008, "loss": 0.60008, "time": 0.15197} +{"mode": "train", "epoch": 16, "iter": 800, "lr": 0.02433, "memory": 3565, "data_time": 0.00014, "top1_acc": 0.8825, "top5_acc": 0.98438, "loss_cls": 0.63643, "loss": 0.63643, "time": 0.15056} +{"mode": "train", "epoch": 16, "iter": 900, "lr": 0.02432, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.88125, "top5_acc": 0.98438, "loss_cls": 0.59478, "loss": 0.59478, "time": 0.15173} +{"mode": "train", "epoch": 16, "iter": 1000, "lr": 0.02432, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.8725, "top5_acc": 0.98125, "loss_cls": 0.62464, "loss": 0.62464, "time": 0.15092} +{"mode": "train", "epoch": 16, "iter": 1100, "lr": 0.02431, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.88125, "top5_acc": 0.98812, "loss_cls": 0.59991, "loss": 0.59991, "time": 0.15283} +{"mode": "val", "epoch": 16, "iter": 169, "lr": 0.0243, "top1_acc": 0.88203, "top5_acc": 0.99371} +{"mode": "train", "epoch": 17, "iter": 100, "lr": 0.0243, "memory": 3565, "data_time": 0.20269, "top1_acc": 0.90688, "top5_acc": 0.99, "loss_cls": 0.51255, "loss": 0.51255, "time": 0.3566} +{"mode": "train", "epoch": 17, "iter": 200, "lr": 0.02429, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.87125, "top5_acc": 0.98312, "loss_cls": 0.59787, "loss": 0.59787, "time": 0.15308} +{"mode": "train", "epoch": 17, "iter": 300, "lr": 0.02428, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.86875, "top5_acc": 0.98125, "loss_cls": 0.66381, "loss": 0.66381, "time": 0.15342} +{"mode": "train", "epoch": 17, "iter": 400, "lr": 0.02428, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.8875, "top5_acc": 0.98938, "loss_cls": 0.54947, "loss": 0.54947, "time": 0.15286} +{"mode": "train", "epoch": 17, "iter": 500, "lr": 0.02427, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.86562, "top5_acc": 0.98688, "loss_cls": 0.64853, "loss": 0.64853, "time": 0.15272} +{"mode": "train", "epoch": 17, "iter": 600, "lr": 0.02426, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.88562, "top5_acc": 0.98438, "loss_cls": 0.58844, "loss": 0.58844, "time": 0.15184} +{"mode": "train", "epoch": 17, "iter": 700, "lr": 0.02425, "memory": 3565, "data_time": 0.00014, "top1_acc": 0.87312, "top5_acc": 0.9875, "loss_cls": 0.63517, "loss": 0.63517, "time": 0.15222} +{"mode": "train", "epoch": 17, "iter": 800, "lr": 0.02425, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.89, "top5_acc": 0.98875, "loss_cls": 0.571, "loss": 0.571, "time": 0.1527} +{"mode": "train", "epoch": 17, "iter": 900, "lr": 0.02424, "memory": 3565, "data_time": 0.00014, "top1_acc": 0.87062, "top5_acc": 0.98562, "loss_cls": 0.65705, "loss": 0.65705, "time": 0.15397} +{"mode": "train", "epoch": 17, "iter": 1000, "lr": 0.02423, "memory": 3565, "data_time": 0.00014, "top1_acc": 0.87875, "top5_acc": 0.98625, "loss_cls": 0.61562, "loss": 0.61562, "time": 0.15565} +{"mode": "train", "epoch": 17, "iter": 1100, "lr": 0.02422, "memory": 3565, "data_time": 0.00014, "top1_acc": 0.87438, "top5_acc": 0.9875, "loss_cls": 0.60418, "loss": 0.60418, "time": 0.15211} +{"mode": "val", "epoch": 17, "iter": 169, "lr": 0.02422, "top1_acc": 0.8591, "top5_acc": 0.98743} +{"mode": "train", "epoch": 18, "iter": 100, "lr": 0.02421, "memory": 3565, "data_time": 0.20324, "top1_acc": 0.88375, "top5_acc": 0.9875, "loss_cls": 0.60322, "loss": 0.60322, "time": 0.35557} +{"mode": "train", "epoch": 18, "iter": 200, "lr": 0.0242, "memory": 3565, "data_time": 0.00023, "top1_acc": 0.87938, "top5_acc": 0.98375, "loss_cls": 0.59965, "loss": 0.59965, "time": 0.15149} +{"mode": "train", "epoch": 18, "iter": 300, "lr": 0.02419, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.86875, "top5_acc": 0.98875, "loss_cls": 0.61993, "loss": 0.61993, "time": 0.15194} +{"mode": "train", "epoch": 18, "iter": 400, "lr": 0.02418, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.87438, "top5_acc": 0.9875, "loss_cls": 0.61984, "loss": 0.61984, "time": 0.15169} +{"mode": "train", "epoch": 18, "iter": 500, "lr": 0.02418, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.87062, "top5_acc": 0.98438, "loss_cls": 0.63896, "loss": 0.63896, "time": 0.15079} +{"mode": "train", "epoch": 18, "iter": 600, "lr": 0.02417, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.86688, "top5_acc": 0.98, "loss_cls": 0.66485, "loss": 0.66485, "time": 0.15119} +{"mode": "train", "epoch": 18, "iter": 700, "lr": 0.02416, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.88688, "top5_acc": 0.98625, "loss_cls": 0.59618, "loss": 0.59618, "time": 0.15154} +{"mode": "train", "epoch": 18, "iter": 800, "lr": 0.02415, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.875, "top5_acc": 0.98562, "loss_cls": 0.639, "loss": 0.639, "time": 0.15119} +{"mode": "train", "epoch": 18, "iter": 900, "lr": 0.02414, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.89188, "top5_acc": 0.98375, "loss_cls": 0.56339, "loss": 0.56339, "time": 0.15043} +{"mode": "train", "epoch": 18, "iter": 1000, "lr": 0.02414, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.87312, "top5_acc": 0.98688, "loss_cls": 0.60096, "loss": 0.60096, "time": 0.15063} +{"mode": "train", "epoch": 18, "iter": 1100, "lr": 0.02413, "memory": 3565, "data_time": 0.0002, "top1_acc": 0.8775, "top5_acc": 0.98312, "loss_cls": 0.62089, "loss": 0.62089, "time": 0.15155} +{"mode": "val", "epoch": 18, "iter": 169, "lr": 0.02412, "top1_acc": 0.82027, "top5_acc": 0.9841} +{"mode": "train", "epoch": 19, "iter": 100, "lr": 0.02411, "memory": 3565, "data_time": 0.20329, "top1_acc": 0.88688, "top5_acc": 0.98875, "loss_cls": 0.55662, "loss": 0.55662, "time": 0.35503} +{"mode": "train", "epoch": 19, "iter": 200, "lr": 0.02411, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.8875, "top5_acc": 0.98938, "loss_cls": 0.55978, "loss": 0.55978, "time": 0.1515} +{"mode": "train", "epoch": 19, "iter": 300, "lr": 0.0241, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.88438, "top5_acc": 0.98875, "loss_cls": 0.57616, "loss": 0.57616, "time": 0.15195} +{"mode": "train", "epoch": 19, "iter": 400, "lr": 0.02409, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.86938, "top5_acc": 0.98312, "loss_cls": 0.61778, "loss": 0.61778, "time": 0.15251} +{"mode": "train", "epoch": 19, "iter": 500, "lr": 0.02408, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.88625, "top5_acc": 0.98625, "loss_cls": 0.57871, "loss": 0.57871, "time": 0.15165} +{"mode": "train", "epoch": 19, "iter": 600, "lr": 0.02407, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.8725, "top5_acc": 0.98812, "loss_cls": 0.60487, "loss": 0.60487, "time": 0.15339} +{"mode": "train", "epoch": 19, "iter": 700, "lr": 0.02406, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.88188, "top5_acc": 0.9875, "loss_cls": 0.59206, "loss": 0.59206, "time": 0.15268} +{"mode": "train", "epoch": 19, "iter": 800, "lr": 0.02406, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.88562, "top5_acc": 0.9825, "loss_cls": 0.58421, "loss": 0.58421, "time": 0.15332} +{"mode": "train", "epoch": 19, "iter": 900, "lr": 0.02405, "memory": 3565, "data_time": 0.00014, "top1_acc": 0.85875, "top5_acc": 0.98062, "loss_cls": 0.68905, "loss": 0.68905, "time": 0.15237} +{"mode": "train", "epoch": 19, "iter": 1000, "lr": 0.02404, "memory": 3565, "data_time": 0.0002, "top1_acc": 0.86875, "top5_acc": 0.985, "loss_cls": 0.63125, "loss": 0.63125, "time": 0.15246} +{"mode": "train", "epoch": 19, "iter": 1100, "lr": 0.02403, "memory": 3565, "data_time": 0.00014, "top1_acc": 0.87688, "top5_acc": 0.985, "loss_cls": 0.62025, "loss": 0.62025, "time": 0.15315} +{"mode": "val", "epoch": 19, "iter": 169, "lr": 0.02402, "top1_acc": 0.86797, "top5_acc": 0.99038} +{"mode": "train", "epoch": 20, "iter": 100, "lr": 0.02401, "memory": 3565, "data_time": 0.20429, "top1_acc": 0.87375, "top5_acc": 0.99125, "loss_cls": 0.58806, "loss": 0.58806, "time": 0.35579} +{"mode": "train", "epoch": 20, "iter": 200, "lr": 0.02401, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.89562, "top5_acc": 0.98938, "loss_cls": 0.52438, "loss": 0.52438, "time": 0.15389} +{"mode": "train", "epoch": 20, "iter": 300, "lr": 0.024, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.88562, "top5_acc": 0.98938, "loss_cls": 0.57288, "loss": 0.57288, "time": 0.15289} +{"mode": "train", "epoch": 20, "iter": 400, "lr": 0.02399, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.88125, "top5_acc": 0.985, "loss_cls": 0.58695, "loss": 0.58695, "time": 0.15231} +{"mode": "train", "epoch": 20, "iter": 500, "lr": 0.02398, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.88312, "top5_acc": 0.98688, "loss_cls": 0.5914, "loss": 0.5914, "time": 0.15325} +{"mode": "train", "epoch": 20, "iter": 600, "lr": 0.02397, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.89312, "top5_acc": 0.98312, "loss_cls": 0.56854, "loss": 0.56854, "time": 0.15218} +{"mode": "train", "epoch": 20, "iter": 700, "lr": 0.02396, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.875, "top5_acc": 0.99062, "loss_cls": 0.588, "loss": 0.588, "time": 0.15295} +{"mode": "train", "epoch": 20, "iter": 800, "lr": 0.02395, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.89438, "top5_acc": 0.98625, "loss_cls": 0.56622, "loss": 0.56622, "time": 0.15303} +{"mode": "train", "epoch": 20, "iter": 900, "lr": 0.02394, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.87875, "top5_acc": 0.99, "loss_cls": 0.58407, "loss": 0.58407, "time": 0.15221} +{"mode": "train", "epoch": 20, "iter": 1000, "lr": 0.02394, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.87188, "top5_acc": 0.9875, "loss_cls": 0.62899, "loss": 0.62899, "time": 0.15412} +{"mode": "train", "epoch": 20, "iter": 1100, "lr": 0.02393, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.865, "top5_acc": 0.98, "loss_cls": 0.65597, "loss": 0.65597, "time": 0.15333} +{"mode": "val", "epoch": 20, "iter": 169, "lr": 0.02392, "top1_acc": 0.85836, "top5_acc": 0.9841} +{"mode": "train", "epoch": 21, "iter": 100, "lr": 0.02391, "memory": 3565, "data_time": 0.20416, "top1_acc": 0.89125, "top5_acc": 0.99062, "loss_cls": 0.5392, "loss": 0.5392, "time": 0.35716} +{"mode": "train", "epoch": 21, "iter": 200, "lr": 0.0239, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.88625, "top5_acc": 0.99, "loss_cls": 0.54517, "loss": 0.54517, "time": 0.15103} +{"mode": "train", "epoch": 21, "iter": 300, "lr": 0.02389, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.89688, "top5_acc": 0.98562, "loss_cls": 0.54862, "loss": 0.54862, "time": 0.15068} +{"mode": "train", "epoch": 21, "iter": 400, "lr": 0.02388, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.88875, "top5_acc": 0.97938, "loss_cls": 0.58537, "loss": 0.58537, "time": 0.15078} +{"mode": "train", "epoch": 21, "iter": 500, "lr": 0.02387, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.8775, "top5_acc": 0.98875, "loss_cls": 0.60942, "loss": 0.60942, "time": 0.15019} +{"mode": "train", "epoch": 21, "iter": 600, "lr": 0.02386, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.87875, "top5_acc": 0.98625, "loss_cls": 0.62073, "loss": 0.62073, "time": 0.15184} +{"mode": "train", "epoch": 21, "iter": 700, "lr": 0.02386, "memory": 3565, "data_time": 0.00014, "top1_acc": 0.8775, "top5_acc": 0.98812, "loss_cls": 0.57188, "loss": 0.57188, "time": 0.15295} +{"mode": "train", "epoch": 21, "iter": 800, "lr": 0.02385, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.88062, "top5_acc": 0.98312, "loss_cls": 0.60585, "loss": 0.60585, "time": 0.15226} +{"mode": "train", "epoch": 21, "iter": 900, "lr": 0.02384, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.88188, "top5_acc": 0.98438, "loss_cls": 0.56193, "loss": 0.56193, "time": 0.15207} +{"mode": "train", "epoch": 21, "iter": 1000, "lr": 0.02383, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.8775, "top5_acc": 0.98812, "loss_cls": 0.59658, "loss": 0.59658, "time": 0.15189} +{"mode": "train", "epoch": 21, "iter": 1100, "lr": 0.02382, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.87375, "top5_acc": 0.98375, "loss_cls": 0.62997, "loss": 0.62997, "time": 0.15465} +{"mode": "val", "epoch": 21, "iter": 169, "lr": 0.02381, "top1_acc": 0.87463, "top5_acc": 0.98521} +{"mode": "train", "epoch": 22, "iter": 100, "lr": 0.0238, "memory": 3565, "data_time": 0.2104, "top1_acc": 0.88688, "top5_acc": 0.98625, "loss_cls": 0.57847, "loss": 0.57847, "time": 0.36177} +{"mode": "train", "epoch": 22, "iter": 200, "lr": 0.02379, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.89938, "top5_acc": 0.98688, "loss_cls": 0.52196, "loss": 0.52196, "time": 0.1512} +{"mode": "train", "epoch": 22, "iter": 300, "lr": 0.02378, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.88062, "top5_acc": 0.98938, "loss_cls": 0.57347, "loss": 0.57347, "time": 0.15188} +{"mode": "train", "epoch": 22, "iter": 400, "lr": 0.02377, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.88625, "top5_acc": 0.9875, "loss_cls": 0.57966, "loss": 0.57966, "time": 0.15142} +{"mode": "train", "epoch": 22, "iter": 500, "lr": 0.02376, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.88812, "top5_acc": 0.985, "loss_cls": 0.55967, "loss": 0.55967, "time": 0.15134} +{"mode": "train", "epoch": 22, "iter": 600, "lr": 0.02375, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.88812, "top5_acc": 0.98375, "loss_cls": 0.53447, "loss": 0.53447, "time": 0.15104} +{"mode": "train", "epoch": 22, "iter": 700, "lr": 0.02374, "memory": 3565, "data_time": 0.00038, "top1_acc": 0.88812, "top5_acc": 0.99125, "loss_cls": 0.54098, "loss": 0.54098, "time": 0.15198} +{"mode": "train", "epoch": 22, "iter": 800, "lr": 0.02373, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.88938, "top5_acc": 0.98438, "loss_cls": 0.5566, "loss": 0.5566, "time": 0.15136} +{"mode": "train", "epoch": 22, "iter": 900, "lr": 0.02372, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.87812, "top5_acc": 0.98438, "loss_cls": 0.59082, "loss": 0.59082, "time": 0.15186} +{"mode": "train", "epoch": 22, "iter": 1000, "lr": 0.02371, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.88312, "top5_acc": 0.98562, "loss_cls": 0.56892, "loss": 0.56892, "time": 0.15291} +{"mode": "train", "epoch": 22, "iter": 1100, "lr": 0.0237, "memory": 3565, "data_time": 0.00021, "top1_acc": 0.885, "top5_acc": 0.985, "loss_cls": 0.57812, "loss": 0.57812, "time": 0.15293} +{"mode": "val", "epoch": 22, "iter": 169, "lr": 0.0237, "top1_acc": 0.87352, "top5_acc": 0.99038} +{"mode": "train", "epoch": 23, "iter": 100, "lr": 0.02369, "memory": 3565, "data_time": 0.20461, "top1_acc": 0.88188, "top5_acc": 0.99, "loss_cls": 0.53264, "loss": 0.53264, "time": 0.35725} +{"mode": "train", "epoch": 23, "iter": 200, "lr": 0.02368, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.90125, "top5_acc": 0.99375, "loss_cls": 0.4921, "loss": 0.4921, "time": 0.1522} +{"mode": "train", "epoch": 23, "iter": 300, "lr": 0.02367, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.90562, "top5_acc": 0.9875, "loss_cls": 0.51375, "loss": 0.51375, "time": 0.15308} +{"mode": "train", "epoch": 23, "iter": 400, "lr": 0.02366, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.88812, "top5_acc": 0.98812, "loss_cls": 0.55318, "loss": 0.55318, "time": 0.152} +{"mode": "train", "epoch": 23, "iter": 500, "lr": 0.02365, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.88438, "top5_acc": 0.9825, "loss_cls": 0.56455, "loss": 0.56455, "time": 0.15165} +{"mode": "train", "epoch": 23, "iter": 600, "lr": 0.02364, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.88438, "top5_acc": 0.9875, "loss_cls": 0.59353, "loss": 0.59353, "time": 0.15166} +{"mode": "train", "epoch": 23, "iter": 700, "lr": 0.02363, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.88312, "top5_acc": 0.98688, "loss_cls": 0.55684, "loss": 0.55684, "time": 0.15202} +{"mode": "train", "epoch": 23, "iter": 800, "lr": 0.02362, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.87625, "top5_acc": 0.98438, "loss_cls": 0.61232, "loss": 0.61232, "time": 0.15189} +{"mode": "train", "epoch": 23, "iter": 900, "lr": 0.02361, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.89625, "top5_acc": 0.98438, "loss_cls": 0.50623, "loss": 0.50623, "time": 0.15357} +{"mode": "train", "epoch": 23, "iter": 1000, "lr": 0.0236, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.885, "top5_acc": 0.98125, "loss_cls": 0.57221, "loss": 0.57221, "time": 0.1536} +{"mode": "train", "epoch": 23, "iter": 1100, "lr": 0.02359, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.89125, "top5_acc": 0.98625, "loss_cls": 0.58033, "loss": 0.58033, "time": 0.15176} +{"mode": "val", "epoch": 23, "iter": 169, "lr": 0.02358, "top1_acc": 0.88277, "top5_acc": 0.99371} +{"mode": "train", "epoch": 24, "iter": 100, "lr": 0.02357, "memory": 3565, "data_time": 0.20648, "top1_acc": 0.89, "top5_acc": 0.98812, "loss_cls": 0.54995, "loss": 0.54995, "time": 0.35795} +{"mode": "train", "epoch": 24, "iter": 200, "lr": 0.02356, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.88, "top5_acc": 0.98812, "loss_cls": 0.58672, "loss": 0.58672, "time": 0.15164} +{"mode": "train", "epoch": 24, "iter": 300, "lr": 0.02355, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.89062, "top5_acc": 0.9925, "loss_cls": 0.51252, "loss": 0.51252, "time": 0.15057} +{"mode": "train", "epoch": 24, "iter": 400, "lr": 0.02354, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.9175, "top5_acc": 0.9925, "loss_cls": 0.46514, "loss": 0.46514, "time": 0.15044} +{"mode": "train", "epoch": 24, "iter": 500, "lr": 0.02353, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.88812, "top5_acc": 0.985, "loss_cls": 0.56194, "loss": 0.56194, "time": 0.15039} +{"mode": "train", "epoch": 24, "iter": 600, "lr": 0.02352, "memory": 3565, "data_time": 0.0002, "top1_acc": 0.89375, "top5_acc": 0.9875, "loss_cls": 0.54451, "loss": 0.54451, "time": 0.15199} +{"mode": "train", "epoch": 24, "iter": 700, "lr": 0.0235, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.89062, "top5_acc": 0.98812, "loss_cls": 0.5491, "loss": 0.5491, "time": 0.15284} +{"mode": "train", "epoch": 24, "iter": 800, "lr": 0.02349, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.88812, "top5_acc": 0.98812, "loss_cls": 0.55223, "loss": 0.55223, "time": 0.15197} +{"mode": "train", "epoch": 24, "iter": 900, "lr": 0.02348, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.89188, "top5_acc": 0.98625, "loss_cls": 0.56421, "loss": 0.56421, "time": 0.15251} +{"mode": "train", "epoch": 24, "iter": 1000, "lr": 0.02347, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.89125, "top5_acc": 0.98438, "loss_cls": 0.55313, "loss": 0.55313, "time": 0.15497} +{"mode": "train", "epoch": 24, "iter": 1100, "lr": 0.02346, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.88875, "top5_acc": 0.9875, "loss_cls": 0.56386, "loss": 0.56386, "time": 0.15204} +{"mode": "val", "epoch": 24, "iter": 169, "lr": 0.02345, "top1_acc": 0.87907, "top5_acc": 0.99223} +{"mode": "train", "epoch": 25, "iter": 100, "lr": 0.02344, "memory": 3565, "data_time": 0.2068, "top1_acc": 0.895, "top5_acc": 0.98438, "loss_cls": 0.54668, "loss": 0.54668, "time": 0.35891} +{"mode": "train", "epoch": 25, "iter": 200, "lr": 0.02343, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.90062, "top5_acc": 0.99375, "loss_cls": 0.4928, "loss": 0.4928, "time": 0.15076} +{"mode": "train", "epoch": 25, "iter": 300, "lr": 0.02342, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.89688, "top5_acc": 0.99062, "loss_cls": 0.50913, "loss": 0.50913, "time": 0.15212} +{"mode": "train", "epoch": 25, "iter": 400, "lr": 0.02341, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.88188, "top5_acc": 0.98562, "loss_cls": 0.59278, "loss": 0.59278, "time": 0.15175} +{"mode": "train", "epoch": 25, "iter": 500, "lr": 0.0234, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.895, "top5_acc": 0.99125, "loss_cls": 0.54147, "loss": 0.54147, "time": 0.15064} +{"mode": "train", "epoch": 25, "iter": 600, "lr": 0.02339, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.89375, "top5_acc": 0.99, "loss_cls": 0.50945, "loss": 0.50945, "time": 0.15169} +{"mode": "train", "epoch": 25, "iter": 700, "lr": 0.02338, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.89812, "top5_acc": 0.99062, "loss_cls": 0.49489, "loss": 0.49489, "time": 0.15218} +{"mode": "train", "epoch": 25, "iter": 800, "lr": 0.02337, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.89375, "top5_acc": 0.98188, "loss_cls": 0.56756, "loss": 0.56756, "time": 0.15228} +{"mode": "train", "epoch": 25, "iter": 900, "lr": 0.02336, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.88688, "top5_acc": 0.98312, "loss_cls": 0.58195, "loss": 0.58195, "time": 0.15154} +{"mode": "train", "epoch": 25, "iter": 1000, "lr": 0.02335, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.88, "top5_acc": 0.98562, "loss_cls": 0.59209, "loss": 0.59209, "time": 0.1518} +{"mode": "train", "epoch": 25, "iter": 1100, "lr": 0.02333, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.8875, "top5_acc": 0.98812, "loss_cls": 0.56797, "loss": 0.56797, "time": 0.15205} +{"mode": "val", "epoch": 25, "iter": 169, "lr": 0.02333, "top1_acc": 0.82914, "top5_acc": 0.99038} +{"mode": "train", "epoch": 26, "iter": 100, "lr": 0.02331, "memory": 3565, "data_time": 0.20744, "top1_acc": 0.90312, "top5_acc": 0.98688, "loss_cls": 0.51874, "loss": 0.51874, "time": 0.3583} +{"mode": "train", "epoch": 26, "iter": 200, "lr": 0.0233, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.88, "top5_acc": 0.98875, "loss_cls": 0.55737, "loss": 0.55737, "time": 0.15086} +{"mode": "train", "epoch": 26, "iter": 300, "lr": 0.02329, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.89188, "top5_acc": 0.99125, "loss_cls": 0.54595, "loss": 0.54595, "time": 0.15142} +{"mode": "train", "epoch": 26, "iter": 400, "lr": 0.02328, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.90062, "top5_acc": 0.99, "loss_cls": 0.51614, "loss": 0.51614, "time": 0.15209} +{"mode": "train", "epoch": 26, "iter": 500, "lr": 0.02327, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.89, "top5_acc": 0.98688, "loss_cls": 0.55138, "loss": 0.55138, "time": 0.15172} +{"mode": "train", "epoch": 26, "iter": 600, "lr": 0.02326, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.88562, "top5_acc": 0.99188, "loss_cls": 0.5266, "loss": 0.5266, "time": 0.15222} +{"mode": "train", "epoch": 26, "iter": 700, "lr": 0.02325, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.89812, "top5_acc": 0.9825, "loss_cls": 0.52296, "loss": 0.52296, "time": 0.15202} +{"mode": "train", "epoch": 26, "iter": 800, "lr": 0.02324, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.8975, "top5_acc": 0.995, "loss_cls": 0.51353, "loss": 0.51353, "time": 0.1516} +{"mode": "train", "epoch": 26, "iter": 900, "lr": 0.02322, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.9025, "top5_acc": 0.99062, "loss_cls": 0.48381, "loss": 0.48381, "time": 0.15276} +{"mode": "train", "epoch": 26, "iter": 1000, "lr": 0.02321, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.89438, "top5_acc": 0.99062, "loss_cls": 0.52637, "loss": 0.52637, "time": 0.15216} +{"mode": "train", "epoch": 26, "iter": 1100, "lr": 0.0232, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.875, "top5_acc": 0.98188, "loss_cls": 0.59234, "loss": 0.59234, "time": 0.15404} +{"mode": "val", "epoch": 26, "iter": 169, "lr": 0.02319, "top1_acc": 0.87204, "top5_acc": 0.99371} +{"mode": "train", "epoch": 27, "iter": 100, "lr": 0.02318, "memory": 3565, "data_time": 0.20579, "top1_acc": 0.89312, "top5_acc": 0.98625, "loss_cls": 0.52069, "loss": 0.52069, "time": 0.35706} +{"mode": "train", "epoch": 27, "iter": 200, "lr": 0.02317, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.90625, "top5_acc": 0.995, "loss_cls": 0.47209, "loss": 0.47209, "time": 0.15156} +{"mode": "train", "epoch": 27, "iter": 300, "lr": 0.02316, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.905, "top5_acc": 0.99, "loss_cls": 0.53356, "loss": 0.53356, "time": 0.15239} +{"mode": "train", "epoch": 27, "iter": 400, "lr": 0.02315, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.9075, "top5_acc": 0.98688, "loss_cls": 0.5029, "loss": 0.5029, "time": 0.15085} +{"mode": "train", "epoch": 27, "iter": 500, "lr": 0.02313, "memory": 3565, "data_time": 0.00014, "top1_acc": 0.8925, "top5_acc": 0.98938, "loss_cls": 0.51476, "loss": 0.51476, "time": 0.15045} +{"mode": "train", "epoch": 27, "iter": 600, "lr": 0.02312, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.89125, "top5_acc": 0.98625, "loss_cls": 0.52472, "loss": 0.52472, "time": 0.15201} +{"mode": "train", "epoch": 27, "iter": 700, "lr": 0.02311, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.89375, "top5_acc": 0.98688, "loss_cls": 0.53384, "loss": 0.53384, "time": 0.15129} +{"mode": "train", "epoch": 27, "iter": 800, "lr": 0.0231, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.905, "top5_acc": 0.98688, "loss_cls": 0.50982, "loss": 0.50982, "time": 0.15078} +{"mode": "train", "epoch": 27, "iter": 900, "lr": 0.02309, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.8925, "top5_acc": 0.98938, "loss_cls": 0.5167, "loss": 0.5167, "time": 0.15119} +{"mode": "train", "epoch": 27, "iter": 1000, "lr": 0.02308, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.88875, "top5_acc": 0.98875, "loss_cls": 0.54979, "loss": 0.54979, "time": 0.15135} +{"mode": "train", "epoch": 27, "iter": 1100, "lr": 0.02306, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.89875, "top5_acc": 0.99, "loss_cls": 0.52035, "loss": 0.52035, "time": 0.15243} +{"mode": "val", "epoch": 27, "iter": 169, "lr": 0.02305, "top1_acc": 0.89423, "top5_acc": 0.99371} +{"mode": "train", "epoch": 28, "iter": 100, "lr": 0.02304, "memory": 3565, "data_time": 0.20802, "top1_acc": 0.90375, "top5_acc": 0.99, "loss_cls": 0.47755, "loss": 0.47755, "time": 0.35921} +{"mode": "train", "epoch": 28, "iter": 200, "lr": 0.02303, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.895, "top5_acc": 0.98938, "loss_cls": 0.49636, "loss": 0.49636, "time": 0.15299} +{"mode": "train", "epoch": 28, "iter": 300, "lr": 0.02302, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.90125, "top5_acc": 0.98938, "loss_cls": 0.48528, "loss": 0.48528, "time": 0.14969} +{"mode": "train", "epoch": 28, "iter": 400, "lr": 0.02301, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.88938, "top5_acc": 0.99, "loss_cls": 0.53985, "loss": 0.53985, "time": 0.15067} +{"mode": "train", "epoch": 28, "iter": 500, "lr": 0.02299, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.89312, "top5_acc": 0.98375, "loss_cls": 0.543, "loss": 0.543, "time": 0.15606} +{"mode": "train", "epoch": 28, "iter": 600, "lr": 0.02298, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.89375, "top5_acc": 0.9875, "loss_cls": 0.53375, "loss": 0.53375, "time": 0.15579} +{"mode": "train", "epoch": 28, "iter": 700, "lr": 0.02297, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.92438, "top5_acc": 0.99188, "loss_cls": 0.42647, "loss": 0.42647, "time": 0.15155} +{"mode": "train", "epoch": 28, "iter": 800, "lr": 0.02296, "memory": 3565, "data_time": 0.00015, "top1_acc": 0.89812, "top5_acc": 0.99, "loss_cls": 0.50439, "loss": 0.50439, "time": 0.1509} +{"mode": "train", "epoch": 28, "iter": 900, "lr": 0.02295, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.88062, "top5_acc": 0.98688, "loss_cls": 0.54712, "loss": 0.54712, "time": 0.15165} +{"mode": "train", "epoch": 28, "iter": 1000, "lr": 0.02293, "memory": 3565, "data_time": 0.00022, "top1_acc": 0.89188, "top5_acc": 0.99438, "loss_cls": 0.5139, "loss": 0.5139, "time": 0.15348} +{"mode": "train", "epoch": 28, "iter": 1100, "lr": 0.02292, "memory": 3565, "data_time": 0.00016, "top1_acc": 0.89125, "top5_acc": 0.98938, "loss_cls": 0.54504, "loss": 0.54504, "time": 0.15357} +{"mode": "val", "epoch": 28, "iter": 169, "lr": 0.02291, "top1_acc": 0.87722, "top5_acc": 0.98484} +{"mode": "train", "epoch": 29, "iter": 100, "lr": 0.0229, "memory": 3565, "data_time": 0.21112, "top1_acc": 0.8975, "top5_acc": 0.99312, "loss_cls": 0.50878, "loss": 0.50878, "time": 0.36418} +{"mode": "train", "epoch": 29, "iter": 200, "lr": 0.02289, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.89125, "top5_acc": 0.9925, "loss_cls": 0.52109, "loss": 0.52109, "time": 0.15191} +{"mode": "train", "epoch": 29, "iter": 300, "lr": 0.02287, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.88875, "top5_acc": 0.9875, "loss_cls": 0.56211, "loss": 0.56211, "time": 0.15258} +{"mode": "train", "epoch": 29, "iter": 400, "lr": 0.02286, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.88, "top5_acc": 0.9875, "loss_cls": 0.55913, "loss": 0.55913, "time": 0.15234} +{"mode": "train", "epoch": 29, "iter": 500, "lr": 0.02285, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.9025, "top5_acc": 0.98875, "loss_cls": 0.48754, "loss": 0.48754, "time": 0.15173} +{"mode": "train", "epoch": 29, "iter": 600, "lr": 0.02284, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.90062, "top5_acc": 0.9875, "loss_cls": 0.49909, "loss": 0.49909, "time": 0.15298} +{"mode": "train", "epoch": 29, "iter": 700, "lr": 0.02282, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.88625, "top5_acc": 0.99, "loss_cls": 0.53141, "loss": 0.53141, "time": 0.15609} +{"mode": "train", "epoch": 29, "iter": 800, "lr": 0.02281, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.90812, "top5_acc": 0.99, "loss_cls": 0.47195, "loss": 0.47195, "time": 0.15049} +{"mode": "train", "epoch": 29, "iter": 900, "lr": 0.0228, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.89062, "top5_acc": 0.98938, "loss_cls": 0.53881, "loss": 0.53881, "time": 0.15171} +{"mode": "train", "epoch": 29, "iter": 1000, "lr": 0.02279, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.89625, "top5_acc": 0.98688, "loss_cls": 0.50599, "loss": 0.50599, "time": 0.15289} +{"mode": "train", "epoch": 29, "iter": 1100, "lr": 0.02277, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.88438, "top5_acc": 0.98438, "loss_cls": 0.5927, "loss": 0.5927, "time": 0.15372} +{"mode": "val", "epoch": 29, "iter": 169, "lr": 0.02276, "top1_acc": 0.8946, "top5_acc": 0.99482} +{"mode": "train", "epoch": 30, "iter": 100, "lr": 0.02275, "memory": 3565, "data_time": 0.20884, "top1_acc": 0.9075, "top5_acc": 0.99, "loss_cls": 0.47502, "loss": 0.47502, "time": 0.36483} +{"mode": "train", "epoch": 30, "iter": 200, "lr": 0.02274, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.90312, "top5_acc": 0.98875, "loss_cls": 0.50491, "loss": 0.50491, "time": 0.15615} +{"mode": "train", "epoch": 30, "iter": 300, "lr": 0.02273, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.91438, "top5_acc": 0.99438, "loss_cls": 0.42737, "loss": 0.42737, "time": 0.15697} +{"mode": "train", "epoch": 30, "iter": 400, "lr": 0.02271, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.90312, "top5_acc": 0.98875, "loss_cls": 0.51005, "loss": 0.51005, "time": 0.15672} +{"mode": "train", "epoch": 30, "iter": 500, "lr": 0.0227, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.88688, "top5_acc": 0.98312, "loss_cls": 0.57353, "loss": 0.57353, "time": 0.15714} +{"mode": "train", "epoch": 30, "iter": 600, "lr": 0.02269, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.89938, "top5_acc": 0.985, "loss_cls": 0.50331, "loss": 0.50331, "time": 0.15792} +{"mode": "train", "epoch": 30, "iter": 700, "lr": 0.02267, "memory": 3565, "data_time": 0.00018, "top1_acc": 0.91438, "top5_acc": 0.98938, "loss_cls": 0.47744, "loss": 0.47744, "time": 0.15761} +{"mode": "train", "epoch": 30, "iter": 800, "lr": 0.02266, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.90938, "top5_acc": 0.98625, "loss_cls": 0.51823, "loss": 0.51823, "time": 0.15691} +{"mode": "train", "epoch": 30, "iter": 900, "lr": 0.02265, "memory": 3565, "data_time": 0.00017, "top1_acc": 0.8925, "top5_acc": 0.98938, "loss_cls": 0.52106, "loss": 0.52106, "time": 0.15668} +{"mode": "train", "epoch": 30, "iter": 1000, "lr": 0.02264, "memory": 3565, "data_time": 0.00019, "top1_acc": 0.89375, "top5_acc": 0.99, "loss_cls": 0.50077, "loss": 0.50077, "time": 0.15675} +{"mode": "train", "epoch": 30, "iter": 1100, "lr": 0.02262, "memory": 3565, "data_time": 0.00021, "top1_acc": 0.89062, "top5_acc": 0.99125, "loss_cls": 0.52974, "loss": 0.52974, "time": 0.15614} +{"mode": "val", "epoch": 30, "iter": 169, "lr": 0.02261, "top1_acc": 0.88905, "top5_acc": 0.99149} +{"mode": "train", "epoch": 31, "iter": 100, "lr": 0.0226, "memory": 3566, "data_time": 0.20916, "top1_acc": 0.89312, "top5_acc": 0.98812, "loss_cls": 0.58552, "loss": 0.58552, "time": 0.36846} +{"mode": "train", "epoch": 31, "iter": 200, "lr": 0.02259, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.8975, "top5_acc": 0.98625, "loss_cls": 0.5368, "loss": 0.5368, "time": 0.15659} +{"mode": "train", "epoch": 31, "iter": 300, "lr": 0.02257, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.89125, "top5_acc": 0.98625, "loss_cls": 0.60525, "loss": 0.60525, "time": 0.15703} +{"mode": "train", "epoch": 31, "iter": 400, "lr": 0.02256, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91062, "top5_acc": 0.98938, "loss_cls": 0.4985, "loss": 0.4985, "time": 0.15723} +{"mode": "train", "epoch": 31, "iter": 500, "lr": 0.02255, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.89875, "top5_acc": 0.98812, "loss_cls": 0.56479, "loss": 0.56479, "time": 0.15686} +{"mode": "train", "epoch": 31, "iter": 600, "lr": 0.02253, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9, "top5_acc": 0.99125, "loss_cls": 0.54067, "loss": 0.54067, "time": 0.15782} +{"mode": "train", "epoch": 31, "iter": 700, "lr": 0.02252, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.88938, "top5_acc": 0.98938, "loss_cls": 0.55962, "loss": 0.55962, "time": 0.15755} +{"mode": "train", "epoch": 31, "iter": 800, "lr": 0.02251, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.90062, "top5_acc": 0.99312, "loss_cls": 0.52796, "loss": 0.52796, "time": 0.15729} +{"mode": "train", "epoch": 31, "iter": 900, "lr": 0.02249, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.90438, "top5_acc": 0.9875, "loss_cls": 0.52691, "loss": 0.52691, "time": 0.15785} +{"mode": "train", "epoch": 31, "iter": 1000, "lr": 0.02248, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.905, "top5_acc": 0.99, "loss_cls": 0.53356, "loss": 0.53356, "time": 0.15735} +{"mode": "train", "epoch": 31, "iter": 1100, "lr": 0.02247, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91, "top5_acc": 0.98875, "loss_cls": 0.52736, "loss": 0.52736, "time": 0.15535} +{"mode": "val", "epoch": 31, "iter": 169, "lr": 0.02246, "top1_acc": 0.89238, "top5_acc": 0.99371} +{"mode": "train", "epoch": 32, "iter": 100, "lr": 0.02244, "memory": 3566, "data_time": 0.2097, "top1_acc": 0.91188, "top5_acc": 0.99312, "loss_cls": 0.48744, "loss": 0.48744, "time": 0.36883} +{"mode": "train", "epoch": 32, "iter": 200, "lr": 0.02243, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.91625, "top5_acc": 0.99125, "loss_cls": 0.47157, "loss": 0.47157, "time": 0.15564} +{"mode": "train", "epoch": 32, "iter": 300, "lr": 0.02242, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.88562, "top5_acc": 0.98688, "loss_cls": 0.55444, "loss": 0.55444, "time": 0.15605} +{"mode": "train", "epoch": 32, "iter": 400, "lr": 0.0224, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.885, "top5_acc": 0.99438, "loss_cls": 0.57664, "loss": 0.57664, "time": 0.15566} +{"mode": "train", "epoch": 32, "iter": 500, "lr": 0.02239, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.90312, "top5_acc": 0.9875, "loss_cls": 0.51193, "loss": 0.51193, "time": 0.157} +{"mode": "train", "epoch": 32, "iter": 600, "lr": 0.02238, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.89062, "top5_acc": 0.98875, "loss_cls": 0.56223, "loss": 0.56223, "time": 0.15753} +{"mode": "train", "epoch": 32, "iter": 700, "lr": 0.02236, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.895, "top5_acc": 0.99, "loss_cls": 0.5344, "loss": 0.5344, "time": 0.15768} +{"mode": "train", "epoch": 32, "iter": 800, "lr": 0.02235, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.89625, "top5_acc": 0.98312, "loss_cls": 0.5767, "loss": 0.5767, "time": 0.1563} +{"mode": "train", "epoch": 32, "iter": 900, "lr": 0.02233, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.88875, "top5_acc": 0.98625, "loss_cls": 0.56247, "loss": 0.56247, "time": 0.15647} +{"mode": "train", "epoch": 32, "iter": 1000, "lr": 0.02232, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.90312, "top5_acc": 0.9925, "loss_cls": 0.56446, "loss": 0.56446, "time": 0.15641} +{"mode": "train", "epoch": 32, "iter": 1100, "lr": 0.02231, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.90812, "top5_acc": 0.9925, "loss_cls": 0.46752, "loss": 0.46752, "time": 0.15657} +{"mode": "val", "epoch": 32, "iter": 169, "lr": 0.0223, "top1_acc": 0.88462, "top5_acc": 0.98891} +{"mode": "train", "epoch": 33, "iter": 100, "lr": 0.02228, "memory": 3566, "data_time": 0.21312, "top1_acc": 0.90125, "top5_acc": 0.99188, "loss_cls": 0.49346, "loss": 0.49346, "time": 0.37089} +{"mode": "train", "epoch": 33, "iter": 200, "lr": 0.02227, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.91125, "top5_acc": 0.99188, "loss_cls": 0.46851, "loss": 0.46851, "time": 0.15599} +{"mode": "train", "epoch": 33, "iter": 300, "lr": 0.02225, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.8925, "top5_acc": 0.98812, "loss_cls": 0.57061, "loss": 0.57061, "time": 0.15506} +{"mode": "train", "epoch": 33, "iter": 400, "lr": 0.02224, "memory": 3566, "data_time": 0.00023, "top1_acc": 0.90312, "top5_acc": 0.99125, "loss_cls": 0.49404, "loss": 0.49404, "time": 0.15567} +{"mode": "train", "epoch": 33, "iter": 500, "lr": 0.02223, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.90812, "top5_acc": 0.98875, "loss_cls": 0.50301, "loss": 0.50301, "time": 0.15598} +{"mode": "train", "epoch": 33, "iter": 600, "lr": 0.02221, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.915, "top5_acc": 0.99062, "loss_cls": 0.46918, "loss": 0.46918, "time": 0.15658} +{"mode": "train", "epoch": 33, "iter": 700, "lr": 0.0222, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.90438, "top5_acc": 0.98875, "loss_cls": 0.51131, "loss": 0.51131, "time": 0.15769} +{"mode": "train", "epoch": 33, "iter": 800, "lr": 0.02218, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.90875, "top5_acc": 0.99, "loss_cls": 0.47097, "loss": 0.47097, "time": 0.15977} +{"mode": "train", "epoch": 33, "iter": 900, "lr": 0.02217, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.90062, "top5_acc": 0.99188, "loss_cls": 0.51421, "loss": 0.51421, "time": 0.15671} +{"mode": "train", "epoch": 33, "iter": 1000, "lr": 0.02216, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.90188, "top5_acc": 0.99062, "loss_cls": 0.50954, "loss": 0.50954, "time": 0.15718} +{"mode": "train", "epoch": 33, "iter": 1100, "lr": 0.02214, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.88625, "top5_acc": 0.98625, "loss_cls": 0.60878, "loss": 0.60878, "time": 0.15734} +{"mode": "val", "epoch": 33, "iter": 169, "lr": 0.02213, "top1_acc": 0.89719, "top5_acc": 0.99556} +{"mode": "train", "epoch": 34, "iter": 100, "lr": 0.02212, "memory": 3566, "data_time": 0.21509, "top1_acc": 0.89125, "top5_acc": 0.98938, "loss_cls": 0.5919, "loss": 0.5919, "time": 0.37371} +{"mode": "train", "epoch": 34, "iter": 200, "lr": 0.0221, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.90438, "top5_acc": 0.98938, "loss_cls": 0.50949, "loss": 0.50949, "time": 0.15703} +{"mode": "train", "epoch": 34, "iter": 300, "lr": 0.02209, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9175, "top5_acc": 0.99, "loss_cls": 0.48822, "loss": 0.48822, "time": 0.15672} +{"mode": "train", "epoch": 34, "iter": 400, "lr": 0.02207, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9125, "top5_acc": 0.9875, "loss_cls": 0.47483, "loss": 0.47483, "time": 0.15617} +{"mode": "train", "epoch": 34, "iter": 500, "lr": 0.02206, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.88812, "top5_acc": 0.98938, "loss_cls": 0.55296, "loss": 0.55296, "time": 0.15619} +{"mode": "train", "epoch": 34, "iter": 600, "lr": 0.02205, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.89688, "top5_acc": 0.99, "loss_cls": 0.52104, "loss": 0.52104, "time": 0.15696} +{"mode": "train", "epoch": 34, "iter": 700, "lr": 0.02203, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.90312, "top5_acc": 0.99062, "loss_cls": 0.51826, "loss": 0.51826, "time": 0.15758} +{"mode": "train", "epoch": 34, "iter": 800, "lr": 0.02202, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9, "top5_acc": 0.98688, "loss_cls": 0.52382, "loss": 0.52382, "time": 0.15742} +{"mode": "train", "epoch": 34, "iter": 900, "lr": 0.022, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.89875, "top5_acc": 0.98812, "loss_cls": 0.52564, "loss": 0.52564, "time": 0.15617} +{"mode": "train", "epoch": 34, "iter": 1000, "lr": 0.02199, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.905, "top5_acc": 0.99062, "loss_cls": 0.52473, "loss": 0.52473, "time": 0.15695} +{"mode": "train", "epoch": 34, "iter": 1100, "lr": 0.02197, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.90562, "top5_acc": 0.99, "loss_cls": 0.50633, "loss": 0.50633, "time": 0.15623} +{"mode": "val", "epoch": 34, "iter": 169, "lr": 0.02196, "top1_acc": 0.89312, "top5_acc": 0.99149} +{"mode": "train", "epoch": 35, "iter": 100, "lr": 0.02195, "memory": 3566, "data_time": 0.21617, "top1_acc": 0.9175, "top5_acc": 0.99438, "loss_cls": 0.46003, "loss": 0.46003, "time": 0.3755} +{"mode": "train", "epoch": 35, "iter": 200, "lr": 0.02193, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.91062, "top5_acc": 0.9925, "loss_cls": 0.4712, "loss": 0.4712, "time": 0.15563} +{"mode": "train", "epoch": 35, "iter": 300, "lr": 0.02192, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.88938, "top5_acc": 0.98875, "loss_cls": 0.55462, "loss": 0.55462, "time": 0.15611} +{"mode": "train", "epoch": 35, "iter": 400, "lr": 0.0219, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.92062, "top5_acc": 0.9875, "loss_cls": 0.48394, "loss": 0.48394, "time": 0.15528} +{"mode": "train", "epoch": 35, "iter": 500, "lr": 0.02189, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.8925, "top5_acc": 0.99188, "loss_cls": 0.52833, "loss": 0.52833, "time": 0.15536} +{"mode": "train", "epoch": 35, "iter": 600, "lr": 0.02187, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.905, "top5_acc": 0.99, "loss_cls": 0.49179, "loss": 0.49179, "time": 0.15583} +{"mode": "train", "epoch": 35, "iter": 700, "lr": 0.02186, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.91, "top5_acc": 0.99188, "loss_cls": 0.48293, "loss": 0.48293, "time": 0.1555} +{"mode": "train", "epoch": 35, "iter": 800, "lr": 0.02185, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.90125, "top5_acc": 0.99, "loss_cls": 0.54359, "loss": 0.54359, "time": 0.15551} +{"mode": "train", "epoch": 35, "iter": 900, "lr": 0.02183, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.8975, "top5_acc": 0.98875, "loss_cls": 0.50454, "loss": 0.50454, "time": 0.15605} +{"mode": "train", "epoch": 35, "iter": 1000, "lr": 0.02182, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.90125, "top5_acc": 0.99125, "loss_cls": 0.50563, "loss": 0.50563, "time": 0.15571} +{"mode": "train", "epoch": 35, "iter": 1100, "lr": 0.0218, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.89688, "top5_acc": 0.98688, "loss_cls": 0.53123, "loss": 0.53123, "time": 0.15553} +{"mode": "val", "epoch": 35, "iter": 169, "lr": 0.02179, "top1_acc": 0.90311, "top5_acc": 0.98964} +{"mode": "train", "epoch": 36, "iter": 100, "lr": 0.02177, "memory": 3566, "data_time": 0.21457, "top1_acc": 0.90062, "top5_acc": 0.99125, "loss_cls": 0.51724, "loss": 0.51724, "time": 0.37409} +{"mode": "train", "epoch": 36, "iter": 200, "lr": 0.02176, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91375, "top5_acc": 0.99188, "loss_cls": 0.46929, "loss": 0.46929, "time": 0.15637} +{"mode": "train", "epoch": 36, "iter": 300, "lr": 0.02174, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.90875, "top5_acc": 0.98875, "loss_cls": 0.4961, "loss": 0.4961, "time": 0.15814} +{"mode": "train", "epoch": 36, "iter": 400, "lr": 0.02173, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.89875, "top5_acc": 0.99, "loss_cls": 0.52112, "loss": 0.52112, "time": 0.15636} +{"mode": "train", "epoch": 36, "iter": 500, "lr": 0.02171, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.89938, "top5_acc": 0.99062, "loss_cls": 0.5075, "loss": 0.5075, "time": 0.15697} +{"mode": "train", "epoch": 36, "iter": 600, "lr": 0.0217, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.90438, "top5_acc": 0.99125, "loss_cls": 0.49333, "loss": 0.49333, "time": 0.1577} +{"mode": "train", "epoch": 36, "iter": 700, "lr": 0.02168, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92062, "top5_acc": 0.98875, "loss_cls": 0.43648, "loss": 0.43648, "time": 0.15752} +{"mode": "train", "epoch": 36, "iter": 800, "lr": 0.02167, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.89875, "top5_acc": 0.98688, "loss_cls": 0.54669, "loss": 0.54669, "time": 0.15675} +{"mode": "train", "epoch": 36, "iter": 900, "lr": 0.02165, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.88688, "top5_acc": 0.98812, "loss_cls": 0.52775, "loss": 0.52775, "time": 0.15567} +{"mode": "train", "epoch": 36, "iter": 1000, "lr": 0.02164, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.90375, "top5_acc": 0.99125, "loss_cls": 0.48886, "loss": 0.48886, "time": 0.15736} +{"mode": "train", "epoch": 36, "iter": 1100, "lr": 0.02162, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.89, "top5_acc": 0.9925, "loss_cls": 0.54298, "loss": 0.54298, "time": 0.15666} +{"mode": "val", "epoch": 36, "iter": 169, "lr": 0.02161, "top1_acc": 0.90015, "top5_acc": 0.99445} +{"mode": "train", "epoch": 37, "iter": 100, "lr": 0.0216, "memory": 3566, "data_time": 0.21159, "top1_acc": 0.9275, "top5_acc": 0.9925, "loss_cls": 0.40385, "loss": 0.40385, "time": 0.37383} +{"mode": "train", "epoch": 37, "iter": 200, "lr": 0.02158, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.91062, "top5_acc": 0.98938, "loss_cls": 0.47558, "loss": 0.47558, "time": 0.15852} +{"mode": "train", "epoch": 37, "iter": 300, "lr": 0.02157, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92188, "top5_acc": 0.99562, "loss_cls": 0.4444, "loss": 0.4444, "time": 0.15732} +{"mode": "train", "epoch": 37, "iter": 400, "lr": 0.02155, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.91375, "top5_acc": 0.99188, "loss_cls": 0.4595, "loss": 0.4595, "time": 0.1569} +{"mode": "train", "epoch": 37, "iter": 500, "lr": 0.02154, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.90438, "top5_acc": 0.98812, "loss_cls": 0.52139, "loss": 0.52139, "time": 0.1565} +{"mode": "train", "epoch": 37, "iter": 600, "lr": 0.02152, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.89875, "top5_acc": 0.9875, "loss_cls": 0.50579, "loss": 0.50579, "time": 0.16009} +{"mode": "train", "epoch": 37, "iter": 700, "lr": 0.02151, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.8925, "top5_acc": 0.98875, "loss_cls": 0.567, "loss": 0.567, "time": 0.1587} +{"mode": "train", "epoch": 37, "iter": 800, "lr": 0.02149, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.90812, "top5_acc": 0.9925, "loss_cls": 0.47539, "loss": 0.47539, "time": 0.15614} +{"mode": "train", "epoch": 37, "iter": 900, "lr": 0.02147, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.89938, "top5_acc": 0.99, "loss_cls": 0.53689, "loss": 0.53689, "time": 0.15529} +{"mode": "train", "epoch": 37, "iter": 1000, "lr": 0.02146, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.905, "top5_acc": 0.98938, "loss_cls": 0.49807, "loss": 0.49807, "time": 0.15649} +{"mode": "train", "epoch": 37, "iter": 1100, "lr": 0.02144, "memory": 3566, "data_time": 0.00039, "top1_acc": 0.89875, "top5_acc": 0.98875, "loss_cls": 0.54702, "loss": 0.54702, "time": 0.15754} +{"mode": "val", "epoch": 37, "iter": 169, "lr": 0.02143, "top1_acc": 0.88609, "top5_acc": 0.9878} +{"mode": "train", "epoch": 38, "iter": 100, "lr": 0.02142, "memory": 3566, "data_time": 0.21608, "top1_acc": 0.91312, "top5_acc": 0.99375, "loss_cls": 0.46721, "loss": 0.46721, "time": 0.37584} +{"mode": "train", "epoch": 38, "iter": 200, "lr": 0.0214, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.89812, "top5_acc": 0.99062, "loss_cls": 0.51386, "loss": 0.51386, "time": 0.15625} +{"mode": "train", "epoch": 38, "iter": 300, "lr": 0.02138, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.90875, "top5_acc": 0.99062, "loss_cls": 0.4815, "loss": 0.4815, "time": 0.15725} +{"mode": "train", "epoch": 38, "iter": 400, "lr": 0.02137, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9125, "top5_acc": 0.98938, "loss_cls": 0.46038, "loss": 0.46038, "time": 0.15559} +{"mode": "train", "epoch": 38, "iter": 500, "lr": 0.02135, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9, "top5_acc": 0.99125, "loss_cls": 0.49887, "loss": 0.49887, "time": 0.15715} +{"mode": "train", "epoch": 38, "iter": 600, "lr": 0.02134, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.89375, "top5_acc": 0.98562, "loss_cls": 0.55702, "loss": 0.55702, "time": 0.15719} +{"mode": "train", "epoch": 38, "iter": 700, "lr": 0.02132, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91125, "top5_acc": 0.98875, "loss_cls": 0.50894, "loss": 0.50894, "time": 0.15692} +{"mode": "train", "epoch": 38, "iter": 800, "lr": 0.02131, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.905, "top5_acc": 0.98812, "loss_cls": 0.50853, "loss": 0.50853, "time": 0.15671} +{"mode": "train", "epoch": 38, "iter": 900, "lr": 0.02129, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.90062, "top5_acc": 0.98625, "loss_cls": 0.52892, "loss": 0.52892, "time": 0.15725} +{"mode": "train", "epoch": 38, "iter": 1000, "lr": 0.02127, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9025, "top5_acc": 0.99125, "loss_cls": 0.50786, "loss": 0.50786, "time": 0.15687} +{"mode": "train", "epoch": 38, "iter": 1100, "lr": 0.02126, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.90688, "top5_acc": 0.99, "loss_cls": 0.47143, "loss": 0.47143, "time": 0.15605} +{"mode": "val", "epoch": 38, "iter": 169, "lr": 0.02125, "top1_acc": 0.89312, "top5_acc": 0.99297} +{"mode": "train", "epoch": 39, "iter": 100, "lr": 0.02123, "memory": 3566, "data_time": 0.21463, "top1_acc": 0.92688, "top5_acc": 0.9925, "loss_cls": 0.41431, "loss": 0.41431, "time": 0.37473} +{"mode": "train", "epoch": 39, "iter": 200, "lr": 0.02121, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92125, "top5_acc": 0.99375, "loss_cls": 0.42993, "loss": 0.42993, "time": 0.15619} +{"mode": "train", "epoch": 39, "iter": 300, "lr": 0.0212, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9125, "top5_acc": 0.99, "loss_cls": 0.44841, "loss": 0.44841, "time": 0.15594} +{"mode": "train", "epoch": 39, "iter": 400, "lr": 0.02118, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91875, "top5_acc": 0.98562, "loss_cls": 0.45307, "loss": 0.45307, "time": 0.15555} +{"mode": "train", "epoch": 39, "iter": 500, "lr": 0.02117, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.89375, "top5_acc": 0.99, "loss_cls": 0.54087, "loss": 0.54087, "time": 0.15582} +{"mode": "train", "epoch": 39, "iter": 600, "lr": 0.02115, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.90375, "top5_acc": 0.98375, "loss_cls": 0.48877, "loss": 0.48877, "time": 0.15608} +{"mode": "train", "epoch": 39, "iter": 700, "lr": 0.02113, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.91062, "top5_acc": 0.99062, "loss_cls": 0.48606, "loss": 0.48606, "time": 0.15579} +{"mode": "train", "epoch": 39, "iter": 800, "lr": 0.02112, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.91312, "top5_acc": 0.98938, "loss_cls": 0.47713, "loss": 0.47713, "time": 0.15599} +{"mode": "train", "epoch": 39, "iter": 900, "lr": 0.0211, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9275, "top5_acc": 0.99188, "loss_cls": 0.41655, "loss": 0.41655, "time": 0.15638} +{"mode": "train", "epoch": 39, "iter": 1000, "lr": 0.02109, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.90125, "top5_acc": 0.99125, "loss_cls": 0.52248, "loss": 0.52248, "time": 0.15705} +{"mode": "train", "epoch": 39, "iter": 1100, "lr": 0.02107, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9075, "top5_acc": 0.99125, "loss_cls": 0.47431, "loss": 0.47431, "time": 0.15774} +{"mode": "val", "epoch": 39, "iter": 169, "lr": 0.02106, "top1_acc": 0.89423, "top5_acc": 0.99038} +{"mode": "train", "epoch": 40, "iter": 100, "lr": 0.02104, "memory": 3566, "data_time": 0.21337, "top1_acc": 0.91125, "top5_acc": 0.99, "loss_cls": 0.48797, "loss": 0.48797, "time": 0.37516} +{"mode": "train", "epoch": 40, "iter": 200, "lr": 0.02102, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.905, "top5_acc": 0.98938, "loss_cls": 0.52621, "loss": 0.52621, "time": 0.15803} +{"mode": "train", "epoch": 40, "iter": 300, "lr": 0.02101, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92062, "top5_acc": 0.99062, "loss_cls": 0.45798, "loss": 0.45798, "time": 0.15717} +{"mode": "train", "epoch": 40, "iter": 400, "lr": 0.02099, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.90562, "top5_acc": 0.99062, "loss_cls": 0.47109, "loss": 0.47109, "time": 0.15616} +{"mode": "train", "epoch": 40, "iter": 500, "lr": 0.02098, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91188, "top5_acc": 0.99312, "loss_cls": 0.44635, "loss": 0.44635, "time": 0.15742} +{"mode": "train", "epoch": 40, "iter": 600, "lr": 0.02096, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.90312, "top5_acc": 0.98688, "loss_cls": 0.50564, "loss": 0.50564, "time": 0.15877} +{"mode": "train", "epoch": 40, "iter": 700, "lr": 0.02094, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.91812, "top5_acc": 0.99125, "loss_cls": 0.43686, "loss": 0.43686, "time": 0.15813} +{"mode": "train", "epoch": 40, "iter": 800, "lr": 0.02093, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.89688, "top5_acc": 0.98875, "loss_cls": 0.5104, "loss": 0.5104, "time": 0.15491} +{"mode": "train", "epoch": 40, "iter": 900, "lr": 0.02091, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92688, "top5_acc": 0.98812, "loss_cls": 0.46167, "loss": 0.46167, "time": 0.15627} +{"mode": "train", "epoch": 40, "iter": 1000, "lr": 0.02089, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91062, "top5_acc": 0.99375, "loss_cls": 0.47048, "loss": 0.47048, "time": 0.15821} +{"mode": "train", "epoch": 40, "iter": 1100, "lr": 0.02088, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.91875, "top5_acc": 0.99125, "loss_cls": 0.4497, "loss": 0.4497, "time": 0.15852} +{"mode": "val", "epoch": 40, "iter": 169, "lr": 0.02086, "top1_acc": 0.89127, "top5_acc": 0.99038} +{"mode": "train", "epoch": 41, "iter": 100, "lr": 0.02085, "memory": 3566, "data_time": 0.21609, "top1_acc": 0.9125, "top5_acc": 0.9925, "loss_cls": 0.47327, "loss": 0.47327, "time": 0.37584} +{"mode": "train", "epoch": 41, "iter": 200, "lr": 0.02083, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.915, "top5_acc": 0.995, "loss_cls": 0.43526, "loss": 0.43526, "time": 0.15615} +{"mode": "train", "epoch": 41, "iter": 300, "lr": 0.02081, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9125, "top5_acc": 0.99062, "loss_cls": 0.46064, "loss": 0.46064, "time": 0.15551} +{"mode": "train", "epoch": 41, "iter": 400, "lr": 0.0208, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.91312, "top5_acc": 0.99125, "loss_cls": 0.43806, "loss": 0.43806, "time": 0.15516} +{"mode": "train", "epoch": 41, "iter": 500, "lr": 0.02078, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.91188, "top5_acc": 0.98812, "loss_cls": 0.46855, "loss": 0.46855, "time": 0.15542} +{"mode": "train", "epoch": 41, "iter": 600, "lr": 0.02076, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.89688, "top5_acc": 0.98938, "loss_cls": 0.51177, "loss": 0.51177, "time": 0.15541} +{"mode": "train", "epoch": 41, "iter": 700, "lr": 0.02075, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.915, "top5_acc": 0.98875, "loss_cls": 0.47036, "loss": 0.47036, "time": 0.15719} +{"mode": "train", "epoch": 41, "iter": 800, "lr": 0.02073, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92312, "top5_acc": 0.99562, "loss_cls": 0.39509, "loss": 0.39509, "time": 0.15671} +{"mode": "train", "epoch": 41, "iter": 900, "lr": 0.02071, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.90688, "top5_acc": 0.98938, "loss_cls": 0.4901, "loss": 0.4901, "time": 0.15685} +{"mode": "train", "epoch": 41, "iter": 1000, "lr": 0.0207, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.89312, "top5_acc": 0.9875, "loss_cls": 0.53476, "loss": 0.53476, "time": 0.15586} +{"mode": "train", "epoch": 41, "iter": 1100, "lr": 0.02068, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.915, "top5_acc": 0.99125, "loss_cls": 0.44651, "loss": 0.44651, "time": 0.15542} +{"mode": "val", "epoch": 41, "iter": 169, "lr": 0.02067, "top1_acc": 0.91346, "top5_acc": 0.99149} +{"mode": "train", "epoch": 42, "iter": 100, "lr": 0.02065, "memory": 3566, "data_time": 0.21896, "top1_acc": 0.91625, "top5_acc": 0.99188, "loss_cls": 0.45201, "loss": 0.45201, "time": 0.37919} +{"mode": "train", "epoch": 42, "iter": 200, "lr": 0.02063, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.91625, "top5_acc": 0.99125, "loss_cls": 0.46492, "loss": 0.46492, "time": 0.15803} +{"mode": "train", "epoch": 42, "iter": 300, "lr": 0.02062, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.90562, "top5_acc": 0.99, "loss_cls": 0.48196, "loss": 0.48196, "time": 0.15746} +{"mode": "train", "epoch": 42, "iter": 400, "lr": 0.0206, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91562, "top5_acc": 0.99188, "loss_cls": 0.40643, "loss": 0.40643, "time": 0.1567} +{"mode": "train", "epoch": 42, "iter": 500, "lr": 0.02058, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91125, "top5_acc": 0.99125, "loss_cls": 0.49518, "loss": 0.49518, "time": 0.15748} +{"mode": "train", "epoch": 42, "iter": 600, "lr": 0.02057, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91688, "top5_acc": 0.99062, "loss_cls": 0.46056, "loss": 0.46056, "time": 0.1562} +{"mode": "train", "epoch": 42, "iter": 700, "lr": 0.02055, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.91188, "top5_acc": 0.99125, "loss_cls": 0.46598, "loss": 0.46598, "time": 0.15778} +{"mode": "train", "epoch": 42, "iter": 800, "lr": 0.02053, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.90688, "top5_acc": 0.98938, "loss_cls": 0.48045, "loss": 0.48045, "time": 0.1566} +{"mode": "train", "epoch": 42, "iter": 900, "lr": 0.02052, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.90312, "top5_acc": 0.99312, "loss_cls": 0.4567, "loss": 0.4567, "time": 0.15675} +{"mode": "train", "epoch": 42, "iter": 1000, "lr": 0.0205, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9175, "top5_acc": 0.99188, "loss_cls": 0.45034, "loss": 0.45034, "time": 0.15777} +{"mode": "train", "epoch": 42, "iter": 1100, "lr": 0.02048, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.90438, "top5_acc": 0.99125, "loss_cls": 0.48019, "loss": 0.48019, "time": 0.15669} +{"mode": "val", "epoch": 42, "iter": 169, "lr": 0.02047, "top1_acc": 0.90089, "top5_acc": 0.99112} +{"mode": "train", "epoch": 43, "iter": 100, "lr": 0.02045, "memory": 3566, "data_time": 0.21777, "top1_acc": 0.91188, "top5_acc": 0.99375, "loss_cls": 0.45043, "loss": 0.45043, "time": 0.37772} +{"mode": "train", "epoch": 43, "iter": 200, "lr": 0.02043, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.91625, "top5_acc": 0.995, "loss_cls": 0.46829, "loss": 0.46829, "time": 0.15664} +{"mode": "train", "epoch": 43, "iter": 300, "lr": 0.02042, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91625, "top5_acc": 0.99125, "loss_cls": 0.44208, "loss": 0.44208, "time": 0.15602} +{"mode": "train", "epoch": 43, "iter": 400, "lr": 0.0204, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91, "top5_acc": 0.98812, "loss_cls": 0.46263, "loss": 0.46263, "time": 0.15625} +{"mode": "train", "epoch": 43, "iter": 500, "lr": 0.02038, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.91625, "top5_acc": 0.99438, "loss_cls": 0.45359, "loss": 0.45359, "time": 0.15652} +{"mode": "train", "epoch": 43, "iter": 600, "lr": 0.02036, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.91812, "top5_acc": 0.99125, "loss_cls": 0.47295, "loss": 0.47295, "time": 0.15556} +{"mode": "train", "epoch": 43, "iter": 700, "lr": 0.02035, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9, "top5_acc": 0.98938, "loss_cls": 0.51859, "loss": 0.51859, "time": 0.15552} +{"mode": "train", "epoch": 43, "iter": 800, "lr": 0.02033, "memory": 3566, "data_time": 0.00016, "top1_acc": 0.91, "top5_acc": 0.99, "loss_cls": 0.47904, "loss": 0.47904, "time": 0.15578} +{"mode": "train", "epoch": 43, "iter": 900, "lr": 0.02031, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92438, "top5_acc": 0.99562, "loss_cls": 0.40845, "loss": 0.40845, "time": 0.15629} +{"mode": "train", "epoch": 43, "iter": 1000, "lr": 0.0203, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92375, "top5_acc": 0.99062, "loss_cls": 0.42718, "loss": 0.42718, "time": 0.15668} +{"mode": "train", "epoch": 43, "iter": 1100, "lr": 0.02028, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.91062, "top5_acc": 0.99062, "loss_cls": 0.47833, "loss": 0.47833, "time": 0.15695} +{"mode": "val", "epoch": 43, "iter": 169, "lr": 0.02026, "top1_acc": 0.91938, "top5_acc": 0.99038} +{"mode": "train", "epoch": 44, "iter": 100, "lr": 0.02025, "memory": 3566, "data_time": 0.21634, "top1_acc": 0.92, "top5_acc": 0.99438, "loss_cls": 0.43056, "loss": 0.43056, "time": 0.37602} +{"mode": "train", "epoch": 44, "iter": 200, "lr": 0.02023, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93062, "top5_acc": 0.99188, "loss_cls": 0.4057, "loss": 0.4057, "time": 0.15596} +{"mode": "train", "epoch": 44, "iter": 300, "lr": 0.02021, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9225, "top5_acc": 0.99, "loss_cls": 0.44023, "loss": 0.44023, "time": 0.15562} +{"mode": "train", "epoch": 44, "iter": 400, "lr": 0.02019, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.90062, "top5_acc": 0.98938, "loss_cls": 0.51276, "loss": 0.51276, "time": 0.156} +{"mode": "train", "epoch": 44, "iter": 500, "lr": 0.02018, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9275, "top5_acc": 0.995, "loss_cls": 0.41844, "loss": 0.41844, "time": 0.15948} +{"mode": "train", "epoch": 44, "iter": 600, "lr": 0.02016, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.905, "top5_acc": 0.98812, "loss_cls": 0.49831, "loss": 0.49831, "time": 0.15863} +{"mode": "train", "epoch": 44, "iter": 700, "lr": 0.02014, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.9225, "top5_acc": 0.99062, "loss_cls": 0.43222, "loss": 0.43222, "time": 0.15744} +{"mode": "train", "epoch": 44, "iter": 800, "lr": 0.02012, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.91125, "top5_acc": 0.99062, "loss_cls": 0.437, "loss": 0.437, "time": 0.15629} +{"mode": "train", "epoch": 44, "iter": 900, "lr": 0.02011, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92688, "top5_acc": 0.99375, "loss_cls": 0.40397, "loss": 0.40397, "time": 0.15667} +{"mode": "train", "epoch": 44, "iter": 1000, "lr": 0.02009, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.9125, "top5_acc": 0.99062, "loss_cls": 0.46983, "loss": 0.46983, "time": 0.15798} +{"mode": "train", "epoch": 44, "iter": 1100, "lr": 0.02007, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.91562, "top5_acc": 0.99312, "loss_cls": 0.42922, "loss": 0.42922, "time": 0.15578} +{"mode": "val", "epoch": 44, "iter": 169, "lr": 0.02006, "top1_acc": 0.90015, "top5_acc": 0.99334} +{"mode": "train", "epoch": 45, "iter": 100, "lr": 0.02004, "memory": 3566, "data_time": 0.21564, "top1_acc": 0.90625, "top5_acc": 0.98938, "loss_cls": 0.4865, "loss": 0.4865, "time": 0.3748} +{"mode": "train", "epoch": 45, "iter": 200, "lr": 0.02002, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.93, "top5_acc": 0.99188, "loss_cls": 0.41374, "loss": 0.41374, "time": 0.15614} +{"mode": "train", "epoch": 45, "iter": 300, "lr": 0.02, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.91562, "top5_acc": 0.99375, "loss_cls": 0.41641, "loss": 0.41641, "time": 0.15618} +{"mode": "train", "epoch": 45, "iter": 400, "lr": 0.01999, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.91375, "top5_acc": 0.99, "loss_cls": 0.45445, "loss": 0.45445, "time": 0.15678} +{"mode": "train", "epoch": 45, "iter": 500, "lr": 0.01997, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.9125, "top5_acc": 0.98875, "loss_cls": 0.46644, "loss": 0.46644, "time": 0.15747} +{"mode": "train", "epoch": 45, "iter": 600, "lr": 0.01995, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.91688, "top5_acc": 0.99375, "loss_cls": 0.42719, "loss": 0.42719, "time": 0.15642} +{"mode": "train", "epoch": 45, "iter": 700, "lr": 0.01993, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9075, "top5_acc": 0.98938, "loss_cls": 0.4953, "loss": 0.4953, "time": 0.15546} +{"mode": "train", "epoch": 45, "iter": 800, "lr": 0.01992, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93875, "top5_acc": 0.99188, "loss_cls": 0.37742, "loss": 0.37742, "time": 0.15569} +{"mode": "train", "epoch": 45, "iter": 900, "lr": 0.0199, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9075, "top5_acc": 0.9875, "loss_cls": 0.47929, "loss": 0.47929, "time": 0.1565} +{"mode": "train", "epoch": 45, "iter": 1000, "lr": 0.01988, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9125, "top5_acc": 0.99125, "loss_cls": 0.46924, "loss": 0.46924, "time": 0.15731} +{"mode": "train", "epoch": 45, "iter": 1100, "lr": 0.01986, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.92312, "top5_acc": 0.98938, "loss_cls": 0.43183, "loss": 0.43183, "time": 0.15757} +{"mode": "val", "epoch": 45, "iter": 169, "lr": 0.01985, "top1_acc": 0.91161, "top5_acc": 0.9926} +{"mode": "train", "epoch": 46, "iter": 100, "lr": 0.01983, "memory": 3566, "data_time": 0.21548, "top1_acc": 0.9225, "top5_acc": 0.99375, "loss_cls": 0.42117, "loss": 0.42117, "time": 0.37387} +{"mode": "train", "epoch": 46, "iter": 200, "lr": 0.01981, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.93188, "top5_acc": 0.99312, "loss_cls": 0.39547, "loss": 0.39547, "time": 0.15499} +{"mode": "train", "epoch": 46, "iter": 300, "lr": 0.01979, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.90625, "top5_acc": 0.99062, "loss_cls": 0.49342, "loss": 0.49342, "time": 0.15568} +{"mode": "train", "epoch": 46, "iter": 400, "lr": 0.01978, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.92375, "top5_acc": 0.99, "loss_cls": 0.40514, "loss": 0.40514, "time": 0.15512} +{"mode": "train", "epoch": 46, "iter": 500, "lr": 0.01976, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.90875, "top5_acc": 0.99312, "loss_cls": 0.45848, "loss": 0.45848, "time": 0.15534} +{"mode": "train", "epoch": 46, "iter": 600, "lr": 0.01974, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.91062, "top5_acc": 0.99312, "loss_cls": 0.47612, "loss": 0.47612, "time": 0.1555} +{"mode": "train", "epoch": 46, "iter": 700, "lr": 0.01972, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.91812, "top5_acc": 0.99188, "loss_cls": 0.45267, "loss": 0.45267, "time": 0.15558} +{"mode": "train", "epoch": 46, "iter": 800, "lr": 0.0197, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91625, "top5_acc": 0.99062, "loss_cls": 0.46405, "loss": 0.46405, "time": 0.15566} +{"mode": "train", "epoch": 46, "iter": 900, "lr": 0.01968, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92562, "top5_acc": 0.99312, "loss_cls": 0.42943, "loss": 0.42943, "time": 0.15627} +{"mode": "train", "epoch": 46, "iter": 1000, "lr": 0.01967, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.89812, "top5_acc": 0.98812, "loss_cls": 0.51375, "loss": 0.51375, "time": 0.15669} +{"mode": "train", "epoch": 46, "iter": 1100, "lr": 0.01965, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.91062, "top5_acc": 0.99062, "loss_cls": 0.46808, "loss": 0.46808, "time": 0.15648} +{"mode": "val", "epoch": 46, "iter": 169, "lr": 0.01963, "top1_acc": 0.89756, "top5_acc": 0.9926} +{"mode": "train", "epoch": 47, "iter": 100, "lr": 0.01962, "memory": 3566, "data_time": 0.21536, "top1_acc": 0.93062, "top5_acc": 0.99188, "loss_cls": 0.38095, "loss": 0.38095, "time": 0.37374} +{"mode": "train", "epoch": 47, "iter": 200, "lr": 0.0196, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.9225, "top5_acc": 0.99375, "loss_cls": 0.41435, "loss": 0.41435, "time": 0.15519} +{"mode": "train", "epoch": 47, "iter": 300, "lr": 0.01958, "memory": 3566, "data_time": 0.00023, "top1_acc": 0.89375, "top5_acc": 0.99062, "loss_cls": 0.54253, "loss": 0.54253, "time": 0.15521} +{"mode": "train", "epoch": 47, "iter": 400, "lr": 0.01956, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.91562, "top5_acc": 0.98938, "loss_cls": 0.42887, "loss": 0.42887, "time": 0.1555} +{"mode": "train", "epoch": 47, "iter": 500, "lr": 0.01954, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.91688, "top5_acc": 0.98875, "loss_cls": 0.46553, "loss": 0.46553, "time": 0.15571} +{"mode": "train", "epoch": 47, "iter": 600, "lr": 0.01952, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.925, "top5_acc": 0.99375, "loss_cls": 0.41275, "loss": 0.41275, "time": 0.1553} +{"mode": "train", "epoch": 47, "iter": 700, "lr": 0.01951, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.90938, "top5_acc": 0.99062, "loss_cls": 0.46324, "loss": 0.46324, "time": 0.15639} +{"mode": "train", "epoch": 47, "iter": 800, "lr": 0.01949, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91625, "top5_acc": 0.99, "loss_cls": 0.4391, "loss": 0.4391, "time": 0.15737} +{"mode": "train", "epoch": 47, "iter": 900, "lr": 0.01947, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.91812, "top5_acc": 0.98875, "loss_cls": 0.42896, "loss": 0.42896, "time": 0.15927} +{"mode": "train", "epoch": 47, "iter": 1000, "lr": 0.01945, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.91312, "top5_acc": 0.9925, "loss_cls": 0.46231, "loss": 0.46231, "time": 0.15906} +{"mode": "train", "epoch": 47, "iter": 1100, "lr": 0.01943, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.92, "top5_acc": 0.9875, "loss_cls": 0.45142, "loss": 0.45142, "time": 0.1569} +{"mode": "val", "epoch": 47, "iter": 169, "lr": 0.01942, "top1_acc": 0.92308, "top5_acc": 0.99334} +{"mode": "train", "epoch": 48, "iter": 100, "lr": 0.0194, "memory": 3566, "data_time": 0.2133, "top1_acc": 0.93938, "top5_acc": 0.9925, "loss_cls": 0.37334, "loss": 0.37334, "time": 0.37304} +{"mode": "train", "epoch": 48, "iter": 200, "lr": 0.01938, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9175, "top5_acc": 0.99375, "loss_cls": 0.43478, "loss": 0.43478, "time": 0.15617} +{"mode": "train", "epoch": 48, "iter": 300, "lr": 0.01936, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92125, "top5_acc": 0.99375, "loss_cls": 0.41763, "loss": 0.41763, "time": 0.1563} +{"mode": "train", "epoch": 48, "iter": 400, "lr": 0.01934, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91562, "top5_acc": 0.99125, "loss_cls": 0.43706, "loss": 0.43706, "time": 0.15612} +{"mode": "train", "epoch": 48, "iter": 500, "lr": 0.01932, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92938, "top5_acc": 0.98812, "loss_cls": 0.4222, "loss": 0.4222, "time": 0.15621} +{"mode": "train", "epoch": 48, "iter": 600, "lr": 0.01931, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.90812, "top5_acc": 0.9925, "loss_cls": 0.45251, "loss": 0.45251, "time": 0.15578} +{"mode": "train", "epoch": 48, "iter": 700, "lr": 0.01929, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92, "top5_acc": 0.99625, "loss_cls": 0.41144, "loss": 0.41144, "time": 0.15569} +{"mode": "train", "epoch": 48, "iter": 800, "lr": 0.01927, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.92062, "top5_acc": 0.99375, "loss_cls": 0.41197, "loss": 0.41197, "time": 0.15516} +{"mode": "train", "epoch": 48, "iter": 900, "lr": 0.01925, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.91875, "top5_acc": 0.99562, "loss_cls": 0.41659, "loss": 0.41659, "time": 0.15586} +{"mode": "train", "epoch": 48, "iter": 1000, "lr": 0.01923, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.90375, "top5_acc": 0.98688, "loss_cls": 0.51873, "loss": 0.51873, "time": 0.15608} +{"mode": "train", "epoch": 48, "iter": 1100, "lr": 0.01921, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9175, "top5_acc": 0.98875, "loss_cls": 0.42698, "loss": 0.42698, "time": 0.15626} +{"mode": "val", "epoch": 48, "iter": 169, "lr": 0.0192, "top1_acc": 0.89386, "top5_acc": 0.99223} +{"mode": "train", "epoch": 49, "iter": 100, "lr": 0.01918, "memory": 3566, "data_time": 0.2123, "top1_acc": 0.91375, "top5_acc": 0.99188, "loss_cls": 0.44128, "loss": 0.44128, "time": 0.37247} +{"mode": "train", "epoch": 49, "iter": 200, "lr": 0.01916, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94062, "top5_acc": 0.99375, "loss_cls": 0.35789, "loss": 0.35789, "time": 0.15598} +{"mode": "train", "epoch": 49, "iter": 300, "lr": 0.01914, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91938, "top5_acc": 0.99125, "loss_cls": 0.43273, "loss": 0.43273, "time": 0.15607} +{"mode": "train", "epoch": 49, "iter": 400, "lr": 0.01912, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92812, "top5_acc": 0.99125, "loss_cls": 0.41344, "loss": 0.41344, "time": 0.15615} +{"mode": "train", "epoch": 49, "iter": 500, "lr": 0.0191, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.91938, "top5_acc": 0.99312, "loss_cls": 0.42578, "loss": 0.42578, "time": 0.15691} +{"mode": "train", "epoch": 49, "iter": 600, "lr": 0.01909, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91875, "top5_acc": 0.99438, "loss_cls": 0.4252, "loss": 0.4252, "time": 0.15611} +{"mode": "train", "epoch": 49, "iter": 700, "lr": 0.01907, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.90875, "top5_acc": 0.99188, "loss_cls": 0.4783, "loss": 0.4783, "time": 0.15582} +{"mode": "train", "epoch": 49, "iter": 800, "lr": 0.01905, "memory": 3566, "data_time": 0.00023, "top1_acc": 0.92875, "top5_acc": 0.99188, "loss_cls": 0.39736, "loss": 0.39736, "time": 0.15593} +{"mode": "train", "epoch": 49, "iter": 900, "lr": 0.01903, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9125, "top5_acc": 0.99062, "loss_cls": 0.45499, "loss": 0.45499, "time": 0.15742} +{"mode": "train", "epoch": 49, "iter": 1000, "lr": 0.01901, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.91438, "top5_acc": 0.99062, "loss_cls": 0.44796, "loss": 0.44796, "time": 0.15586} +{"mode": "train", "epoch": 49, "iter": 1100, "lr": 0.01899, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91688, "top5_acc": 0.99125, "loss_cls": 0.42342, "loss": 0.42342, "time": 0.15645} +{"mode": "val", "epoch": 49, "iter": 169, "lr": 0.01898, "top1_acc": 0.90902, "top5_acc": 0.99186} +{"mode": "train", "epoch": 50, "iter": 100, "lr": 0.01896, "memory": 3566, "data_time": 0.21067, "top1_acc": 0.92812, "top5_acc": 0.99812, "loss_cls": 0.37408, "loss": 0.37408, "time": 0.37144} +{"mode": "train", "epoch": 50, "iter": 200, "lr": 0.01894, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92625, "top5_acc": 0.99125, "loss_cls": 0.41183, "loss": 0.41183, "time": 0.15678} +{"mode": "train", "epoch": 50, "iter": 300, "lr": 0.01892, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92875, "top5_acc": 0.99125, "loss_cls": 0.39311, "loss": 0.39311, "time": 0.15669} +{"mode": "train", "epoch": 50, "iter": 400, "lr": 0.0189, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92938, "top5_acc": 0.99438, "loss_cls": 0.39116, "loss": 0.39116, "time": 0.15767} +{"mode": "train", "epoch": 50, "iter": 500, "lr": 0.01888, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92312, "top5_acc": 0.99312, "loss_cls": 0.41827, "loss": 0.41827, "time": 0.15799} +{"mode": "train", "epoch": 50, "iter": 600, "lr": 0.01886, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9225, "top5_acc": 0.98938, "loss_cls": 0.41541, "loss": 0.41541, "time": 0.1572} +{"mode": "train", "epoch": 50, "iter": 700, "lr": 0.01884, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.915, "top5_acc": 0.98562, "loss_cls": 0.44881, "loss": 0.44881, "time": 0.15649} +{"mode": "train", "epoch": 50, "iter": 800, "lr": 0.01882, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.935, "top5_acc": 0.99625, "loss_cls": 0.34988, "loss": 0.34988, "time": 0.15695} +{"mode": "train", "epoch": 50, "iter": 900, "lr": 0.0188, "memory": 3566, "data_time": 0.00025, "top1_acc": 0.91312, "top5_acc": 0.98812, "loss_cls": 0.46949, "loss": 0.46949, "time": 0.15736} +{"mode": "train", "epoch": 50, "iter": 1000, "lr": 0.01878, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92062, "top5_acc": 0.99125, "loss_cls": 0.43443, "loss": 0.43443, "time": 0.15642} +{"mode": "train", "epoch": 50, "iter": 1100, "lr": 0.01877, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.91688, "top5_acc": 0.99562, "loss_cls": 0.44845, "loss": 0.44845, "time": 0.15724} +{"mode": "val", "epoch": 50, "iter": 169, "lr": 0.01875, "top1_acc": 0.90422, "top5_acc": 0.99445} +{"mode": "train", "epoch": 51, "iter": 100, "lr": 0.01873, "memory": 3566, "data_time": 0.21478, "top1_acc": 0.93188, "top5_acc": 0.99375, "loss_cls": 0.38004, "loss": 0.38004, "time": 0.37438} +{"mode": "train", "epoch": 51, "iter": 200, "lr": 0.01871, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92125, "top5_acc": 0.99312, "loss_cls": 0.40306, "loss": 0.40306, "time": 0.15596} +{"mode": "train", "epoch": 51, "iter": 300, "lr": 0.01869, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.915, "top5_acc": 0.99, "loss_cls": 0.42298, "loss": 0.42298, "time": 0.15653} +{"mode": "train", "epoch": 51, "iter": 400, "lr": 0.01867, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92875, "top5_acc": 0.9925, "loss_cls": 0.39413, "loss": 0.39413, "time": 0.15611} +{"mode": "train", "epoch": 51, "iter": 500, "lr": 0.01865, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92125, "top5_acc": 0.99062, "loss_cls": 0.43014, "loss": 0.43014, "time": 0.15615} +{"mode": "train", "epoch": 51, "iter": 600, "lr": 0.01863, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.90562, "top5_acc": 0.99188, "loss_cls": 0.48096, "loss": 0.48096, "time": 0.15679} +{"mode": "train", "epoch": 51, "iter": 700, "lr": 0.01861, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.91312, "top5_acc": 0.9925, "loss_cls": 0.43405, "loss": 0.43405, "time": 0.1571} +{"mode": "train", "epoch": 51, "iter": 800, "lr": 0.0186, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91125, "top5_acc": 0.99188, "loss_cls": 0.47437, "loss": 0.47437, "time": 0.15765} +{"mode": "train", "epoch": 51, "iter": 900, "lr": 0.01858, "memory": 3566, "data_time": 0.00023, "top1_acc": 0.91438, "top5_acc": 0.99062, "loss_cls": 0.45926, "loss": 0.45926, "time": 0.15902} +{"mode": "train", "epoch": 51, "iter": 1000, "lr": 0.01856, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91, "top5_acc": 0.99188, "loss_cls": 0.46413, "loss": 0.46413, "time": 0.15738} +{"mode": "train", "epoch": 51, "iter": 1100, "lr": 0.01854, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.90562, "top5_acc": 0.98938, "loss_cls": 0.47444, "loss": 0.47444, "time": 0.15668} +{"mode": "val", "epoch": 51, "iter": 169, "lr": 0.01852, "top1_acc": 0.91531, "top5_acc": 0.99482} +{"mode": "train", "epoch": 52, "iter": 100, "lr": 0.0185, "memory": 3566, "data_time": 0.21177, "top1_acc": 0.92688, "top5_acc": 0.99312, "loss_cls": 0.37527, "loss": 0.37527, "time": 0.37188} +{"mode": "train", "epoch": 52, "iter": 200, "lr": 0.01848, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.91688, "top5_acc": 0.98875, "loss_cls": 0.43113, "loss": 0.43113, "time": 0.15685} +{"mode": "train", "epoch": 52, "iter": 300, "lr": 0.01846, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.93562, "top5_acc": 0.9925, "loss_cls": 0.37209, "loss": 0.37209, "time": 0.15684} +{"mode": "train", "epoch": 52, "iter": 400, "lr": 0.01844, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.90875, "top5_acc": 0.98938, "loss_cls": 0.45979, "loss": 0.45979, "time": 0.15682} +{"mode": "train", "epoch": 52, "iter": 500, "lr": 0.01842, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91125, "top5_acc": 0.98688, "loss_cls": 0.47573, "loss": 0.47573, "time": 0.15767} +{"mode": "train", "epoch": 52, "iter": 600, "lr": 0.0184, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.91375, "top5_acc": 0.99188, "loss_cls": 0.42138, "loss": 0.42138, "time": 0.15728} +{"mode": "train", "epoch": 52, "iter": 700, "lr": 0.01839, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9225, "top5_acc": 0.98812, "loss_cls": 0.41266, "loss": 0.41266, "time": 0.1571} +{"mode": "train", "epoch": 52, "iter": 800, "lr": 0.01837, "memory": 3566, "data_time": 0.00024, "top1_acc": 0.9225, "top5_acc": 0.99375, "loss_cls": 0.41339, "loss": 0.41339, "time": 0.15734} +{"mode": "train", "epoch": 52, "iter": 900, "lr": 0.01835, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92688, "top5_acc": 0.99312, "loss_cls": 0.40219, "loss": 0.40219, "time": 0.15695} +{"mode": "train", "epoch": 52, "iter": 1000, "lr": 0.01833, "memory": 3566, "data_time": 0.00023, "top1_acc": 0.92312, "top5_acc": 0.99375, "loss_cls": 0.40403, "loss": 0.40403, "time": 0.15805} +{"mode": "train", "epoch": 52, "iter": 1100, "lr": 0.01831, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91562, "top5_acc": 0.98938, "loss_cls": 0.46656, "loss": 0.46656, "time": 0.15707} +{"mode": "val", "epoch": 52, "iter": 169, "lr": 0.01829, "top1_acc": 0.91975, "top5_acc": 0.99667} +{"mode": "train", "epoch": 53, "iter": 100, "lr": 0.01827, "memory": 3566, "data_time": 0.21434, "top1_acc": 0.91938, "top5_acc": 0.99125, "loss_cls": 0.42206, "loss": 0.42206, "time": 0.37462} +{"mode": "train", "epoch": 53, "iter": 200, "lr": 0.01825, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92562, "top5_acc": 0.995, "loss_cls": 0.41724, "loss": 0.41724, "time": 0.15685} +{"mode": "train", "epoch": 53, "iter": 300, "lr": 0.01823, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92312, "top5_acc": 0.99188, "loss_cls": 0.41637, "loss": 0.41637, "time": 0.1563} +{"mode": "train", "epoch": 53, "iter": 400, "lr": 0.01821, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.92062, "top5_acc": 0.99375, "loss_cls": 0.40664, "loss": 0.40664, "time": 0.15588} +{"mode": "train", "epoch": 53, "iter": 500, "lr": 0.01819, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.91188, "top5_acc": 0.99375, "loss_cls": 0.43712, "loss": 0.43712, "time": 0.15667} +{"mode": "train", "epoch": 53, "iter": 600, "lr": 0.01817, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.91875, "top5_acc": 0.9925, "loss_cls": 0.4528, "loss": 0.4528, "time": 0.1553} +{"mode": "train", "epoch": 53, "iter": 700, "lr": 0.01815, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94, "top5_acc": 0.99625, "loss_cls": 0.36451, "loss": 0.36451, "time": 0.15593} +{"mode": "train", "epoch": 53, "iter": 800, "lr": 0.01813, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9225, "top5_acc": 0.99312, "loss_cls": 0.40615, "loss": 0.40615, "time": 0.1566} +{"mode": "train", "epoch": 53, "iter": 900, "lr": 0.01811, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.92438, "top5_acc": 0.99062, "loss_cls": 0.43542, "loss": 0.43542, "time": 0.15709} +{"mode": "train", "epoch": 53, "iter": 1000, "lr": 0.01809, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.92812, "top5_acc": 0.99125, "loss_cls": 0.40831, "loss": 0.40831, "time": 0.15959} +{"mode": "train", "epoch": 53, "iter": 1100, "lr": 0.01807, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.90438, "top5_acc": 0.98938, "loss_cls": 0.45473, "loss": 0.45473, "time": 0.15809} +{"mode": "val", "epoch": 53, "iter": 169, "lr": 0.01806, "top1_acc": 0.90496, "top5_acc": 0.99371} +{"mode": "train", "epoch": 54, "iter": 100, "lr": 0.01804, "memory": 3566, "data_time": 0.20951, "top1_acc": 0.92375, "top5_acc": 0.99312, "loss_cls": 0.39747, "loss": 0.39747, "time": 0.36982} +{"mode": "train", "epoch": 54, "iter": 200, "lr": 0.01802, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93875, "top5_acc": 0.9925, "loss_cls": 0.38237, "loss": 0.38237, "time": 0.15685} +{"mode": "train", "epoch": 54, "iter": 300, "lr": 0.018, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9275, "top5_acc": 0.99562, "loss_cls": 0.38265, "loss": 0.38265, "time": 0.156} +{"mode": "train", "epoch": 54, "iter": 400, "lr": 0.01798, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.93562, "top5_acc": 0.9925, "loss_cls": 0.37388, "loss": 0.37388, "time": 0.1556} +{"mode": "train", "epoch": 54, "iter": 500, "lr": 0.01796, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92, "top5_acc": 0.99, "loss_cls": 0.41867, "loss": 0.41867, "time": 0.15657} +{"mode": "train", "epoch": 54, "iter": 600, "lr": 0.01794, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9375, "top5_acc": 0.99375, "loss_cls": 0.35777, "loss": 0.35777, "time": 0.15647} +{"mode": "train", "epoch": 54, "iter": 700, "lr": 0.01792, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.92562, "top5_acc": 0.98938, "loss_cls": 0.42521, "loss": 0.42521, "time": 0.15704} +{"mode": "train", "epoch": 54, "iter": 800, "lr": 0.0179, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9325, "top5_acc": 0.995, "loss_cls": 0.36345, "loss": 0.36345, "time": 0.1579} +{"mode": "train", "epoch": 54, "iter": 900, "lr": 0.01788, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.92625, "top5_acc": 0.99188, "loss_cls": 0.43447, "loss": 0.43447, "time": 0.15842} +{"mode": "train", "epoch": 54, "iter": 1000, "lr": 0.01786, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.9075, "top5_acc": 0.99375, "loss_cls": 0.47585, "loss": 0.47585, "time": 0.1584} +{"mode": "train", "epoch": 54, "iter": 1100, "lr": 0.01784, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91, "top5_acc": 0.99188, "loss_cls": 0.45062, "loss": 0.45062, "time": 0.15774} +{"mode": "val", "epoch": 54, "iter": 169, "lr": 0.01782, "top1_acc": 0.89719, "top5_acc": 0.98891} +{"mode": "train", "epoch": 55, "iter": 100, "lr": 0.0178, "memory": 3566, "data_time": 0.20993, "top1_acc": 0.93438, "top5_acc": 0.99562, "loss_cls": 0.39163, "loss": 0.39163, "time": 0.36949} +{"mode": "train", "epoch": 55, "iter": 200, "lr": 0.01778, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.93875, "top5_acc": 0.99125, "loss_cls": 0.35708, "loss": 0.35708, "time": 0.15799} +{"mode": "train", "epoch": 55, "iter": 300, "lr": 0.01776, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.91375, "top5_acc": 0.99312, "loss_cls": 0.44442, "loss": 0.44442, "time": 0.16076} +{"mode": "train", "epoch": 55, "iter": 400, "lr": 0.01774, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9075, "top5_acc": 0.99375, "loss_cls": 0.42766, "loss": 0.42766, "time": 0.15947} +{"mode": "train", "epoch": 55, "iter": 500, "lr": 0.01772, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92438, "top5_acc": 0.995, "loss_cls": 0.40682, "loss": 0.40682, "time": 0.15649} +{"mode": "train", "epoch": 55, "iter": 600, "lr": 0.0177, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92625, "top5_acc": 0.99562, "loss_cls": 0.38083, "loss": 0.38083, "time": 0.15617} +{"mode": "train", "epoch": 55, "iter": 700, "lr": 0.01768, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.93062, "top5_acc": 0.99625, "loss_cls": 0.36959, "loss": 0.36959, "time": 0.15877} +{"mode": "train", "epoch": 55, "iter": 800, "lr": 0.01766, "memory": 3566, "data_time": 0.00024, "top1_acc": 0.9225, "top5_acc": 0.995, "loss_cls": 0.40255, "loss": 0.40255, "time": 0.1575} +{"mode": "train", "epoch": 55, "iter": 900, "lr": 0.01764, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93312, "top5_acc": 0.995, "loss_cls": 0.3463, "loss": 0.3463, "time": 0.15703} +{"mode": "train", "epoch": 55, "iter": 1000, "lr": 0.01762, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92938, "top5_acc": 0.99438, "loss_cls": 0.38671, "loss": 0.38671, "time": 0.15632} +{"mode": "train", "epoch": 55, "iter": 1100, "lr": 0.0176, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92312, "top5_acc": 0.98938, "loss_cls": 0.43454, "loss": 0.43454, "time": 0.15659} +{"mode": "val", "epoch": 55, "iter": 169, "lr": 0.01758, "top1_acc": 0.9142, "top5_acc": 0.99445} +{"mode": "train", "epoch": 56, "iter": 100, "lr": 0.01756, "memory": 3566, "data_time": 0.20942, "top1_acc": 0.9225, "top5_acc": 0.99125, "loss_cls": 0.39789, "loss": 0.39789, "time": 0.36985} +{"mode": "train", "epoch": 56, "iter": 200, "lr": 0.01754, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.93938, "top5_acc": 0.99625, "loss_cls": 0.32539, "loss": 0.32539, "time": 0.15659} +{"mode": "train", "epoch": 56, "iter": 300, "lr": 0.01752, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.92312, "top5_acc": 0.99125, "loss_cls": 0.43836, "loss": 0.43836, "time": 0.15714} +{"mode": "train", "epoch": 56, "iter": 400, "lr": 0.0175, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.93938, "top5_acc": 0.99, "loss_cls": 0.36147, "loss": 0.36147, "time": 0.15545} +{"mode": "train", "epoch": 56, "iter": 500, "lr": 0.01748, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.92375, "top5_acc": 0.9925, "loss_cls": 0.4086, "loss": 0.4086, "time": 0.15876} +{"mode": "train", "epoch": 56, "iter": 600, "lr": 0.01746, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.92875, "top5_acc": 0.99562, "loss_cls": 0.38839, "loss": 0.38839, "time": 0.15959} +{"mode": "train", "epoch": 56, "iter": 700, "lr": 0.01744, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.93062, "top5_acc": 0.995, "loss_cls": 0.37968, "loss": 0.37968, "time": 0.15924} +{"mode": "train", "epoch": 56, "iter": 800, "lr": 0.01742, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.92625, "top5_acc": 0.99438, "loss_cls": 0.3816, "loss": 0.3816, "time": 0.15799} +{"mode": "train", "epoch": 56, "iter": 900, "lr": 0.0174, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9325, "top5_acc": 0.99062, "loss_cls": 0.38452, "loss": 0.38452, "time": 0.15806} +{"mode": "train", "epoch": 56, "iter": 1000, "lr": 0.01738, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.92062, "top5_acc": 0.99188, "loss_cls": 0.41098, "loss": 0.41098, "time": 0.1576} +{"mode": "train", "epoch": 56, "iter": 1100, "lr": 0.01736, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.92125, "top5_acc": 0.98938, "loss_cls": 0.43897, "loss": 0.43897, "time": 0.15625} +{"mode": "val", "epoch": 56, "iter": 169, "lr": 0.01734, "top1_acc": 0.92567, "top5_acc": 0.9963} +{"mode": "train", "epoch": 57, "iter": 100, "lr": 0.01732, "memory": 3566, "data_time": 0.21387, "top1_acc": 0.93188, "top5_acc": 0.995, "loss_cls": 0.38116, "loss": 0.38116, "time": 0.37263} +{"mode": "train", "epoch": 57, "iter": 200, "lr": 0.0173, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.91938, "top5_acc": 0.9925, "loss_cls": 0.42559, "loss": 0.42559, "time": 0.15495} +{"mode": "train", "epoch": 57, "iter": 300, "lr": 0.01728, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.92125, "top5_acc": 0.99562, "loss_cls": 0.39491, "loss": 0.39491, "time": 0.15565} +{"mode": "train", "epoch": 57, "iter": 400, "lr": 0.01726, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.915, "top5_acc": 0.99312, "loss_cls": 0.422, "loss": 0.422, "time": 0.15583} +{"mode": "train", "epoch": 57, "iter": 500, "lr": 0.01724, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92125, "top5_acc": 0.99375, "loss_cls": 0.42716, "loss": 0.42716, "time": 0.15918} +{"mode": "train", "epoch": 57, "iter": 600, "lr": 0.01722, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9275, "top5_acc": 0.99, "loss_cls": 0.39149, "loss": 0.39149, "time": 0.15676} +{"mode": "train", "epoch": 57, "iter": 700, "lr": 0.0172, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92312, "top5_acc": 0.99062, "loss_cls": 0.4125, "loss": 0.4125, "time": 0.15781} +{"mode": "train", "epoch": 57, "iter": 800, "lr": 0.01718, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93812, "top5_acc": 0.99312, "loss_cls": 0.37231, "loss": 0.37231, "time": 0.15628} +{"mode": "train", "epoch": 57, "iter": 900, "lr": 0.01716, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91812, "top5_acc": 0.99188, "loss_cls": 0.40523, "loss": 0.40523, "time": 0.15804} +{"mode": "train", "epoch": 57, "iter": 1000, "lr": 0.01714, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.935, "top5_acc": 0.99438, "loss_cls": 0.38279, "loss": 0.38279, "time": 0.15717} +{"mode": "train", "epoch": 57, "iter": 1100, "lr": 0.01712, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92, "top5_acc": 0.99375, "loss_cls": 0.4368, "loss": 0.4368, "time": 0.15582} +{"mode": "val", "epoch": 57, "iter": 169, "lr": 0.0171, "top1_acc": 0.89608, "top5_acc": 0.99112} +{"mode": "train", "epoch": 58, "iter": 100, "lr": 0.01708, "memory": 3566, "data_time": 0.2124, "top1_acc": 0.92188, "top5_acc": 0.99062, "loss_cls": 0.39531, "loss": 0.39531, "time": 0.37125} +{"mode": "train", "epoch": 58, "iter": 200, "lr": 0.01706, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.91938, "top5_acc": 0.995, "loss_cls": 0.3974, "loss": 0.3974, "time": 0.15586} +{"mode": "train", "epoch": 58, "iter": 300, "lr": 0.01704, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92812, "top5_acc": 0.99312, "loss_cls": 0.39315, "loss": 0.39315, "time": 0.15576} +{"mode": "train", "epoch": 58, "iter": 400, "lr": 0.01702, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9375, "top5_acc": 0.99188, "loss_cls": 0.36645, "loss": 0.36645, "time": 0.15618} +{"mode": "train", "epoch": 58, "iter": 500, "lr": 0.017, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.935, "top5_acc": 0.99562, "loss_cls": 0.34074, "loss": 0.34074, "time": 0.15655} +{"mode": "train", "epoch": 58, "iter": 600, "lr": 0.01698, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92562, "top5_acc": 0.9925, "loss_cls": 0.43494, "loss": 0.43494, "time": 0.15707} +{"mode": "train", "epoch": 58, "iter": 700, "lr": 0.01696, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94062, "top5_acc": 0.99312, "loss_cls": 0.3263, "loss": 0.3263, "time": 0.15729} +{"mode": "train", "epoch": 58, "iter": 800, "lr": 0.01694, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92188, "top5_acc": 0.99125, "loss_cls": 0.41315, "loss": 0.41315, "time": 0.15647} +{"mode": "train", "epoch": 58, "iter": 900, "lr": 0.01692, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92188, "top5_acc": 0.99, "loss_cls": 0.41597, "loss": 0.41597, "time": 0.15948} +{"mode": "train", "epoch": 58, "iter": 1000, "lr": 0.01689, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.93438, "top5_acc": 0.99188, "loss_cls": 0.3491, "loss": 0.3491, "time": 0.15693} +{"mode": "train", "epoch": 58, "iter": 1100, "lr": 0.01687, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92625, "top5_acc": 0.98812, "loss_cls": 0.41523, "loss": 0.41523, "time": 0.15665} +{"mode": "val", "epoch": 58, "iter": 169, "lr": 0.01686, "top1_acc": 0.91975, "top5_acc": 0.99519} +{"mode": "train", "epoch": 59, "iter": 100, "lr": 0.01684, "memory": 3566, "data_time": 0.21409, "top1_acc": 0.94375, "top5_acc": 0.99312, "loss_cls": 0.35122, "loss": 0.35122, "time": 0.37315} +{"mode": "train", "epoch": 59, "iter": 200, "lr": 0.01682, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.93438, "top5_acc": 0.99312, "loss_cls": 0.36614, "loss": 0.36614, "time": 0.15717} +{"mode": "train", "epoch": 59, "iter": 300, "lr": 0.01679, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.915, "top5_acc": 0.99312, "loss_cls": 0.44708, "loss": 0.44708, "time": 0.15668} +{"mode": "train", "epoch": 59, "iter": 400, "lr": 0.01677, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93625, "top5_acc": 0.99375, "loss_cls": 0.33468, "loss": 0.33468, "time": 0.15776} +{"mode": "train", "epoch": 59, "iter": 500, "lr": 0.01675, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.92875, "top5_acc": 0.99375, "loss_cls": 0.39713, "loss": 0.39713, "time": 0.15993} +{"mode": "train", "epoch": 59, "iter": 600, "lr": 0.01673, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.93562, "top5_acc": 0.99625, "loss_cls": 0.37045, "loss": 0.37045, "time": 0.15717} +{"mode": "train", "epoch": 59, "iter": 700, "lr": 0.01671, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93438, "top5_acc": 0.9925, "loss_cls": 0.37482, "loss": 0.37482, "time": 0.15812} +{"mode": "train", "epoch": 59, "iter": 800, "lr": 0.01669, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93062, "top5_acc": 0.99125, "loss_cls": 0.39606, "loss": 0.39606, "time": 0.15704} +{"mode": "train", "epoch": 59, "iter": 900, "lr": 0.01667, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92312, "top5_acc": 0.99, "loss_cls": 0.40682, "loss": 0.40682, "time": 0.15653} +{"mode": "train", "epoch": 59, "iter": 1000, "lr": 0.01665, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9325, "top5_acc": 0.9925, "loss_cls": 0.36767, "loss": 0.36767, "time": 0.1565} +{"mode": "train", "epoch": 59, "iter": 1100, "lr": 0.01663, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93438, "top5_acc": 0.995, "loss_cls": 0.34847, "loss": 0.34847, "time": 0.1567} +{"mode": "val", "epoch": 59, "iter": 169, "lr": 0.01661, "top1_acc": 0.92049, "top5_acc": 0.99149} +{"mode": "train", "epoch": 60, "iter": 100, "lr": 0.01659, "memory": 3566, "data_time": 0.21414, "top1_acc": 0.93312, "top5_acc": 0.99125, "loss_cls": 0.37333, "loss": 0.37333, "time": 0.3739} +{"mode": "train", "epoch": 60, "iter": 200, "lr": 0.01657, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93438, "top5_acc": 0.99375, "loss_cls": 0.34962, "loss": 0.34962, "time": 0.15569} +{"mode": "train", "epoch": 60, "iter": 300, "lr": 0.01655, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.91, "top5_acc": 0.99125, "loss_cls": 0.45753, "loss": 0.45753, "time": 0.15548} +{"mode": "train", "epoch": 60, "iter": 400, "lr": 0.01653, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.92875, "top5_acc": 0.99062, "loss_cls": 0.39211, "loss": 0.39211, "time": 0.15623} +{"mode": "train", "epoch": 60, "iter": 500, "lr": 0.01651, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.92438, "top5_acc": 0.985, "loss_cls": 0.43697, "loss": 0.43697, "time": 0.15693} +{"mode": "train", "epoch": 60, "iter": 600, "lr": 0.01648, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9425, "top5_acc": 0.99125, "loss_cls": 0.3313, "loss": 0.3313, "time": 0.15789} +{"mode": "train", "epoch": 60, "iter": 700, "lr": 0.01646, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94438, "top5_acc": 0.98812, "loss_cls": 0.3363, "loss": 0.3363, "time": 0.15634} +{"mode": "train", "epoch": 60, "iter": 800, "lr": 0.01644, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.92438, "top5_acc": 0.98938, "loss_cls": 0.39723, "loss": 0.39723, "time": 0.15612} +{"mode": "train", "epoch": 60, "iter": 900, "lr": 0.01642, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.92125, "top5_acc": 0.99125, "loss_cls": 0.43047, "loss": 0.43047, "time": 0.15549} +{"mode": "train", "epoch": 60, "iter": 1000, "lr": 0.0164, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92375, "top5_acc": 0.99125, "loss_cls": 0.40191, "loss": 0.40191, "time": 0.15705} +{"mode": "train", "epoch": 60, "iter": 1100, "lr": 0.01638, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9175, "top5_acc": 0.99188, "loss_cls": 0.4242, "loss": 0.4242, "time": 0.15774} +{"mode": "val", "epoch": 60, "iter": 169, "lr": 0.01636, "top1_acc": 0.90939, "top5_acc": 0.99297} +{"mode": "train", "epoch": 61, "iter": 100, "lr": 0.01634, "memory": 3566, "data_time": 0.21093, "top1_acc": 0.93812, "top5_acc": 0.995, "loss_cls": 0.33232, "loss": 0.33232, "time": 0.37053} +{"mode": "train", "epoch": 61, "iter": 200, "lr": 0.01632, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.91875, "top5_acc": 0.99312, "loss_cls": 0.39613, "loss": 0.39613, "time": 0.15587} +{"mode": "train", "epoch": 61, "iter": 300, "lr": 0.0163, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92875, "top5_acc": 0.995, "loss_cls": 0.39014, "loss": 0.39014, "time": 0.1562} +{"mode": "train", "epoch": 61, "iter": 400, "lr": 0.01628, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.93375, "top5_acc": 0.99438, "loss_cls": 0.37677, "loss": 0.37677, "time": 0.15891} +{"mode": "train", "epoch": 61, "iter": 500, "lr": 0.01626, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.90812, "top5_acc": 0.99188, "loss_cls": 0.48239, "loss": 0.48239, "time": 0.15735} +{"mode": "train", "epoch": 61, "iter": 600, "lr": 0.01624, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94125, "top5_acc": 0.99188, "loss_cls": 0.32113, "loss": 0.32113, "time": 0.15775} +{"mode": "train", "epoch": 61, "iter": 700, "lr": 0.01621, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93812, "top5_acc": 0.99562, "loss_cls": 0.33388, "loss": 0.33388, "time": 0.15672} +{"mode": "train", "epoch": 61, "iter": 800, "lr": 0.01619, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.93188, "top5_acc": 0.99, "loss_cls": 0.38172, "loss": 0.38172, "time": 0.15697} +{"mode": "train", "epoch": 61, "iter": 900, "lr": 0.01617, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93375, "top5_acc": 0.99375, "loss_cls": 0.33609, "loss": 0.33609, "time": 0.15675} +{"mode": "train", "epoch": 61, "iter": 1000, "lr": 0.01615, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92938, "top5_acc": 0.99062, "loss_cls": 0.40261, "loss": 0.40261, "time": 0.15738} +{"mode": "train", "epoch": 61, "iter": 1100, "lr": 0.01613, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.92062, "top5_acc": 0.98875, "loss_cls": 0.42581, "loss": 0.42581, "time": 0.15672} +{"mode": "val", "epoch": 61, "iter": 169, "lr": 0.01611, "top1_acc": 0.90274, "top5_acc": 0.99149} +{"mode": "train", "epoch": 62, "iter": 100, "lr": 0.01609, "memory": 3566, "data_time": 0.21082, "top1_acc": 0.92, "top5_acc": 0.99, "loss_cls": 0.41062, "loss": 0.41062, "time": 0.37002} +{"mode": "train", "epoch": 62, "iter": 200, "lr": 0.01607, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.94375, "top5_acc": 0.99875, "loss_cls": 0.35411, "loss": 0.35411, "time": 0.15537} +{"mode": "train", "epoch": 62, "iter": 300, "lr": 0.01605, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9375, "top5_acc": 0.995, "loss_cls": 0.34497, "loss": 0.34497, "time": 0.15585} +{"mode": "train", "epoch": 62, "iter": 400, "lr": 0.01603, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93625, "top5_acc": 0.99688, "loss_cls": 0.34504, "loss": 0.34504, "time": 0.1575} +{"mode": "train", "epoch": 62, "iter": 500, "lr": 0.01601, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94188, "top5_acc": 0.99625, "loss_cls": 0.33313, "loss": 0.33313, "time": 0.15761} +{"mode": "train", "epoch": 62, "iter": 600, "lr": 0.01599, "memory": 3566, "data_time": 0.00029, "top1_acc": 0.93312, "top5_acc": 0.9925, "loss_cls": 0.35911, "loss": 0.35911, "time": 0.15828} +{"mode": "train", "epoch": 62, "iter": 700, "lr": 0.01596, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.935, "top5_acc": 0.99625, "loss_cls": 0.33511, "loss": 0.33511, "time": 0.15826} +{"mode": "train", "epoch": 62, "iter": 800, "lr": 0.01594, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92938, "top5_acc": 0.99438, "loss_cls": 0.38527, "loss": 0.38527, "time": 0.15884} +{"mode": "train", "epoch": 62, "iter": 900, "lr": 0.01592, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93, "top5_acc": 0.99312, "loss_cls": 0.37173, "loss": 0.37173, "time": 0.15816} +{"mode": "train", "epoch": 62, "iter": 1000, "lr": 0.0159, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92125, "top5_acc": 0.995, "loss_cls": 0.39522, "loss": 0.39522, "time": 0.15695} +{"mode": "train", "epoch": 62, "iter": 1100, "lr": 0.01588, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92938, "top5_acc": 0.99062, "loss_cls": 0.3709, "loss": 0.3709, "time": 0.15646} +{"mode": "val", "epoch": 62, "iter": 169, "lr": 0.01586, "top1_acc": 0.90828, "top5_acc": 0.99223} +{"mode": "train", "epoch": 63, "iter": 100, "lr": 0.01584, "memory": 3566, "data_time": 0.21161, "top1_acc": 0.94688, "top5_acc": 0.995, "loss_cls": 0.33152, "loss": 0.33152, "time": 0.37008} +{"mode": "train", "epoch": 63, "iter": 200, "lr": 0.01582, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92938, "top5_acc": 0.99562, "loss_cls": 0.38133, "loss": 0.38133, "time": 0.15653} +{"mode": "train", "epoch": 63, "iter": 300, "lr": 0.0158, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9375, "top5_acc": 0.99812, "loss_cls": 0.33154, "loss": 0.33154, "time": 0.15657} +{"mode": "train", "epoch": 63, "iter": 400, "lr": 0.01578, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9175, "top5_acc": 0.99, "loss_cls": 0.42283, "loss": 0.42283, "time": 0.15579} +{"mode": "train", "epoch": 63, "iter": 500, "lr": 0.01575, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.92812, "top5_acc": 0.995, "loss_cls": 0.39556, "loss": 0.39556, "time": 0.15815} +{"mode": "train", "epoch": 63, "iter": 600, "lr": 0.01573, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94188, "top5_acc": 0.99375, "loss_cls": 0.32105, "loss": 0.32105, "time": 0.15608} +{"mode": "train", "epoch": 63, "iter": 700, "lr": 0.01571, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92375, "top5_acc": 0.99125, "loss_cls": 0.3951, "loss": 0.3951, "time": 0.15583} +{"mode": "train", "epoch": 63, "iter": 800, "lr": 0.01569, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.92625, "top5_acc": 0.99375, "loss_cls": 0.39134, "loss": 0.39134, "time": 0.15677} +{"mode": "train", "epoch": 63, "iter": 900, "lr": 0.01567, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92938, "top5_acc": 0.99125, "loss_cls": 0.40602, "loss": 0.40602, "time": 0.15551} +{"mode": "train", "epoch": 63, "iter": 1000, "lr": 0.01565, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92438, "top5_acc": 0.99188, "loss_cls": 0.40575, "loss": 0.40575, "time": 0.15656} +{"mode": "train", "epoch": 63, "iter": 1100, "lr": 0.01563, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9225, "top5_acc": 0.9925, "loss_cls": 0.40109, "loss": 0.40109, "time": 0.15796} +{"mode": "val", "epoch": 63, "iter": 169, "lr": 0.01561, "top1_acc": 0.91494, "top5_acc": 0.98854} +{"mode": "train", "epoch": 64, "iter": 100, "lr": 0.01559, "memory": 3566, "data_time": 0.20754, "top1_acc": 0.92688, "top5_acc": 0.99438, "loss_cls": 0.35424, "loss": 0.35424, "time": 0.36717} +{"mode": "train", "epoch": 64, "iter": 200, "lr": 0.01557, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94312, "top5_acc": 0.99625, "loss_cls": 0.30952, "loss": 0.30952, "time": 0.15676} +{"mode": "train", "epoch": 64, "iter": 300, "lr": 0.01554, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94125, "top5_acc": 0.99438, "loss_cls": 0.3305, "loss": 0.3305, "time": 0.15808} +{"mode": "train", "epoch": 64, "iter": 400, "lr": 0.01552, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.93875, "top5_acc": 0.995, "loss_cls": 0.31826, "loss": 0.31826, "time": 0.15732} +{"mode": "train", "epoch": 64, "iter": 500, "lr": 0.0155, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.925, "top5_acc": 0.99438, "loss_cls": 0.39, "loss": 0.39, "time": 0.15752} +{"mode": "train", "epoch": 64, "iter": 600, "lr": 0.01548, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.92562, "top5_acc": 0.99312, "loss_cls": 0.39045, "loss": 0.39045, "time": 0.15615} +{"mode": "train", "epoch": 64, "iter": 700, "lr": 0.01546, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.93812, "top5_acc": 0.99375, "loss_cls": 0.34125, "loss": 0.34125, "time": 0.1559} +{"mode": "train", "epoch": 64, "iter": 800, "lr": 0.01544, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.93312, "top5_acc": 0.99438, "loss_cls": 0.36811, "loss": 0.36811, "time": 0.15679} +{"mode": "train", "epoch": 64, "iter": 900, "lr": 0.01541, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9275, "top5_acc": 0.995, "loss_cls": 0.36633, "loss": 0.36633, "time": 0.15612} +{"mode": "train", "epoch": 64, "iter": 1000, "lr": 0.01539, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.935, "top5_acc": 0.99188, "loss_cls": 0.34217, "loss": 0.34217, "time": 0.15672} +{"mode": "train", "epoch": 64, "iter": 1100, "lr": 0.01537, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.91875, "top5_acc": 0.99375, "loss_cls": 0.42687, "loss": 0.42687, "time": 0.15639} +{"mode": "val", "epoch": 64, "iter": 169, "lr": 0.01535, "top1_acc": 0.92123, "top5_acc": 0.99593} +{"mode": "train", "epoch": 65, "iter": 100, "lr": 0.01533, "memory": 3566, "data_time": 0.21654, "top1_acc": 0.935, "top5_acc": 0.99375, "loss_cls": 0.36526, "loss": 0.36526, "time": 0.37625} +{"mode": "train", "epoch": 65, "iter": 200, "lr": 0.01531, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94312, "top5_acc": 0.99688, "loss_cls": 0.29698, "loss": 0.29698, "time": 0.15616} +{"mode": "train", "epoch": 65, "iter": 300, "lr": 0.01529, "memory": 3566, "data_time": 0.00024, "top1_acc": 0.9475, "top5_acc": 0.99562, "loss_cls": 0.29697, "loss": 0.29697, "time": 0.15764} +{"mode": "train", "epoch": 65, "iter": 400, "lr": 0.01527, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93438, "top5_acc": 0.99562, "loss_cls": 0.35445, "loss": 0.35445, "time": 0.15694} +{"mode": "train", "epoch": 65, "iter": 500, "lr": 0.01525, "memory": 3566, "data_time": 0.00039, "top1_acc": 0.93188, "top5_acc": 0.99312, "loss_cls": 0.3643, "loss": 0.3643, "time": 0.15849} +{"mode": "train", "epoch": 65, "iter": 600, "lr": 0.01522, "memory": 3566, "data_time": 0.00024, "top1_acc": 0.94125, "top5_acc": 0.99312, "loss_cls": 0.35927, "loss": 0.35927, "time": 0.15874} +{"mode": "train", "epoch": 65, "iter": 700, "lr": 0.0152, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.93125, "top5_acc": 0.99125, "loss_cls": 0.36912, "loss": 0.36912, "time": 0.15724} +{"mode": "train", "epoch": 65, "iter": 800, "lr": 0.01518, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.93125, "top5_acc": 0.99188, "loss_cls": 0.35725, "loss": 0.35725, "time": 0.15691} +{"mode": "train", "epoch": 65, "iter": 900, "lr": 0.01516, "memory": 3566, "data_time": 0.00016, "top1_acc": 0.93, "top5_acc": 0.99562, "loss_cls": 0.38379, "loss": 0.38379, "time": 0.15627} +{"mode": "train", "epoch": 65, "iter": 1000, "lr": 0.01514, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.93312, "top5_acc": 0.99312, "loss_cls": 0.37949, "loss": 0.37949, "time": 0.15717} +{"mode": "train", "epoch": 65, "iter": 1100, "lr": 0.01512, "memory": 3566, "data_time": 0.00023, "top1_acc": 0.93875, "top5_acc": 0.99375, "loss_cls": 0.35368, "loss": 0.35368, "time": 0.15591} +{"mode": "val", "epoch": 65, "iter": 169, "lr": 0.0151, "top1_acc": 0.93565, "top5_acc": 0.99556} +{"mode": "train", "epoch": 66, "iter": 100, "lr": 0.01508, "memory": 3566, "data_time": 0.21443, "top1_acc": 0.93438, "top5_acc": 0.99688, "loss_cls": 0.3388, "loss": 0.3388, "time": 0.37413} +{"mode": "train", "epoch": 66, "iter": 200, "lr": 0.01506, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.945, "top5_acc": 0.99188, "loss_cls": 0.32488, "loss": 0.32488, "time": 0.15683} +{"mode": "train", "epoch": 66, "iter": 300, "lr": 0.01503, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.91812, "top5_acc": 0.99438, "loss_cls": 0.39983, "loss": 0.39983, "time": 0.15553} +{"mode": "train", "epoch": 66, "iter": 400, "lr": 0.01501, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.93375, "top5_acc": 0.99062, "loss_cls": 0.33917, "loss": 0.33917, "time": 0.15518} +{"mode": "train", "epoch": 66, "iter": 500, "lr": 0.01499, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.95062, "top5_acc": 0.99625, "loss_cls": 0.30652, "loss": 0.30652, "time": 0.1571} +{"mode": "train", "epoch": 66, "iter": 600, "lr": 0.01497, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93562, "top5_acc": 0.99125, "loss_cls": 0.35455, "loss": 0.35455, "time": 0.15746} +{"mode": "train", "epoch": 66, "iter": 700, "lr": 0.01495, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.935, "top5_acc": 0.995, "loss_cls": 0.34129, "loss": 0.34129, "time": 0.15694} +{"mode": "train", "epoch": 66, "iter": 800, "lr": 0.01492, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94, "top5_acc": 0.99188, "loss_cls": 0.3423, "loss": 0.3423, "time": 0.15716} +{"mode": "train", "epoch": 66, "iter": 900, "lr": 0.0149, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.92375, "top5_acc": 0.99375, "loss_cls": 0.39303, "loss": 0.39303, "time": 0.15582} +{"mode": "train", "epoch": 66, "iter": 1000, "lr": 0.01488, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.93625, "top5_acc": 0.995, "loss_cls": 0.37025, "loss": 0.37025, "time": 0.156} +{"mode": "train", "epoch": 66, "iter": 1100, "lr": 0.01486, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.91938, "top5_acc": 0.99438, "loss_cls": 0.41564, "loss": 0.41564, "time": 0.1561} +{"mode": "val", "epoch": 66, "iter": 169, "lr": 0.01484, "top1_acc": 0.93713, "top5_acc": 0.99445} +{"mode": "train", "epoch": 67, "iter": 100, "lr": 0.01482, "memory": 3566, "data_time": 0.21745, "top1_acc": 0.9425, "top5_acc": 0.99562, "loss_cls": 0.32266, "loss": 0.32266, "time": 0.37644} +{"mode": "train", "epoch": 67, "iter": 200, "lr": 0.0148, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.94812, "top5_acc": 0.995, "loss_cls": 0.28715, "loss": 0.28715, "time": 0.15625} +{"mode": "train", "epoch": 67, "iter": 300, "lr": 0.01478, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.94, "top5_acc": 0.9975, "loss_cls": 0.29971, "loss": 0.29971, "time": 0.1548} +{"mode": "train", "epoch": 67, "iter": 400, "lr": 0.01476, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.94625, "top5_acc": 0.99812, "loss_cls": 0.29829, "loss": 0.29829, "time": 0.15462} +{"mode": "train", "epoch": 67, "iter": 500, "lr": 0.01473, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.94188, "top5_acc": 0.99312, "loss_cls": 0.32124, "loss": 0.32124, "time": 0.15507} +{"mode": "train", "epoch": 67, "iter": 600, "lr": 0.01471, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.93688, "top5_acc": 0.99438, "loss_cls": 0.32406, "loss": 0.32406, "time": 0.15738} +{"mode": "train", "epoch": 67, "iter": 700, "lr": 0.01469, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.93625, "top5_acc": 0.99625, "loss_cls": 0.36302, "loss": 0.36302, "time": 0.15526} +{"mode": "train", "epoch": 67, "iter": 800, "lr": 0.01467, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.92875, "top5_acc": 0.99125, "loss_cls": 0.40736, "loss": 0.40736, "time": 0.15592} +{"mode": "train", "epoch": 67, "iter": 900, "lr": 0.01465, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.93188, "top5_acc": 0.99125, "loss_cls": 0.3807, "loss": 0.3807, "time": 0.15613} +{"mode": "train", "epoch": 67, "iter": 1000, "lr": 0.01462, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.95188, "top5_acc": 0.99625, "loss_cls": 0.3095, "loss": 0.3095, "time": 0.15724} +{"mode": "train", "epoch": 67, "iter": 1100, "lr": 0.0146, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.92, "top5_acc": 0.99125, "loss_cls": 0.4161, "loss": 0.4161, "time": 0.15626} +{"mode": "val", "epoch": 67, "iter": 169, "lr": 0.01458, "top1_acc": 0.9142, "top5_acc": 0.99482} +{"mode": "train", "epoch": 68, "iter": 100, "lr": 0.01456, "memory": 3566, "data_time": 0.2139, "top1_acc": 0.94, "top5_acc": 0.995, "loss_cls": 0.32797, "loss": 0.32797, "time": 0.37288} +{"mode": "train", "epoch": 68, "iter": 200, "lr": 0.01454, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95, "top5_acc": 0.99312, "loss_cls": 0.3032, "loss": 0.3032, "time": 0.15666} +{"mode": "train", "epoch": 68, "iter": 300, "lr": 0.01452, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92938, "top5_acc": 0.99188, "loss_cls": 0.36952, "loss": 0.36952, "time": 0.15756} +{"mode": "train", "epoch": 68, "iter": 400, "lr": 0.0145, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94375, "top5_acc": 0.99312, "loss_cls": 0.32755, "loss": 0.32755, "time": 0.15721} +{"mode": "train", "epoch": 68, "iter": 500, "lr": 0.01448, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9325, "top5_acc": 0.99562, "loss_cls": 0.38347, "loss": 0.38347, "time": 0.15557} +{"mode": "train", "epoch": 68, "iter": 600, "lr": 0.01445, "memory": 3566, "data_time": 0.00023, "top1_acc": 0.95062, "top5_acc": 0.99375, "loss_cls": 0.31671, "loss": 0.31671, "time": 0.15725} +{"mode": "train", "epoch": 68, "iter": 700, "lr": 0.01443, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.94375, "top5_acc": 0.99438, "loss_cls": 0.30778, "loss": 0.30778, "time": 0.15937} +{"mode": "train", "epoch": 68, "iter": 800, "lr": 0.01441, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.93438, "top5_acc": 0.99438, "loss_cls": 0.3752, "loss": 0.3752, "time": 0.15632} +{"mode": "train", "epoch": 68, "iter": 900, "lr": 0.01439, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92875, "top5_acc": 0.995, "loss_cls": 0.40124, "loss": 0.40124, "time": 0.15603} +{"mode": "train", "epoch": 68, "iter": 1000, "lr": 0.01437, "memory": 3566, "data_time": 0.00024, "top1_acc": 0.9325, "top5_acc": 0.99438, "loss_cls": 0.36518, "loss": 0.36518, "time": 0.15802} +{"mode": "train", "epoch": 68, "iter": 1100, "lr": 0.01434, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93438, "top5_acc": 0.99312, "loss_cls": 0.34657, "loss": 0.34657, "time": 0.15723} +{"mode": "val", "epoch": 68, "iter": 169, "lr": 0.01433, "top1_acc": 0.90422, "top5_acc": 0.99075} +{"mode": "train", "epoch": 69, "iter": 100, "lr": 0.0143, "memory": 3566, "data_time": 0.21808, "top1_acc": 0.93562, "top5_acc": 0.99562, "loss_cls": 0.32833, "loss": 0.32833, "time": 0.37798} +{"mode": "train", "epoch": 69, "iter": 200, "lr": 0.01428, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.93562, "top5_acc": 0.99438, "loss_cls": 0.29668, "loss": 0.29668, "time": 0.1578} +{"mode": "train", "epoch": 69, "iter": 300, "lr": 0.01426, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94125, "top5_acc": 0.99562, "loss_cls": 0.30957, "loss": 0.30957, "time": 0.15739} +{"mode": "train", "epoch": 69, "iter": 400, "lr": 0.01424, "memory": 3566, "data_time": 0.00028, "top1_acc": 0.9475, "top5_acc": 0.99562, "loss_cls": 0.29688, "loss": 0.29688, "time": 0.15657} +{"mode": "train", "epoch": 69, "iter": 500, "lr": 0.01422, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.93, "top5_acc": 0.99125, "loss_cls": 0.39183, "loss": 0.39183, "time": 0.1583} +{"mode": "train", "epoch": 69, "iter": 600, "lr": 0.01419, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.9375, "top5_acc": 0.99562, "loss_cls": 0.33628, "loss": 0.33628, "time": 0.15593} +{"mode": "train", "epoch": 69, "iter": 700, "lr": 0.01417, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.92625, "top5_acc": 0.99438, "loss_cls": 0.35455, "loss": 0.35455, "time": 0.15632} +{"mode": "train", "epoch": 69, "iter": 800, "lr": 0.01415, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94188, "top5_acc": 0.995, "loss_cls": 0.32641, "loss": 0.32641, "time": 0.15563} +{"mode": "train", "epoch": 69, "iter": 900, "lr": 0.01413, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.93375, "top5_acc": 0.995, "loss_cls": 0.35525, "loss": 0.35525, "time": 0.15573} +{"mode": "train", "epoch": 69, "iter": 1000, "lr": 0.01411, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.93625, "top5_acc": 0.995, "loss_cls": 0.34646, "loss": 0.34646, "time": 0.15744} +{"mode": "train", "epoch": 69, "iter": 1100, "lr": 0.01408, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.94562, "top5_acc": 0.995, "loss_cls": 0.31062, "loss": 0.31062, "time": 0.1565} +{"mode": "val", "epoch": 69, "iter": 169, "lr": 0.01407, "top1_acc": 0.9068, "top5_acc": 0.99556} +{"mode": "train", "epoch": 70, "iter": 100, "lr": 0.01404, "memory": 3566, "data_time": 0.21494, "top1_acc": 0.93875, "top5_acc": 0.99625, "loss_cls": 0.32279, "loss": 0.32279, "time": 0.37412} +{"mode": "train", "epoch": 70, "iter": 200, "lr": 0.01402, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95562, "top5_acc": 0.99625, "loss_cls": 0.26807, "loss": 0.26807, "time": 0.1559} +{"mode": "train", "epoch": 70, "iter": 300, "lr": 0.014, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94188, "top5_acc": 0.99875, "loss_cls": 0.30517, "loss": 0.30517, "time": 0.15606} +{"mode": "train", "epoch": 70, "iter": 400, "lr": 0.01398, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94438, "top5_acc": 0.99375, "loss_cls": 0.31212, "loss": 0.31212, "time": 0.15599} +{"mode": "train", "epoch": 70, "iter": 500, "lr": 0.01396, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.94125, "top5_acc": 0.995, "loss_cls": 0.31287, "loss": 0.31287, "time": 0.15732} +{"mode": "train", "epoch": 70, "iter": 600, "lr": 0.01393, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.935, "top5_acc": 0.99188, "loss_cls": 0.34106, "loss": 0.34106, "time": 0.15717} +{"mode": "train", "epoch": 70, "iter": 700, "lr": 0.01391, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94625, "top5_acc": 0.99438, "loss_cls": 0.34181, "loss": 0.34181, "time": 0.15696} +{"mode": "train", "epoch": 70, "iter": 800, "lr": 0.01389, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94188, "top5_acc": 0.99875, "loss_cls": 0.30847, "loss": 0.30847, "time": 0.15685} +{"mode": "train", "epoch": 70, "iter": 900, "lr": 0.01387, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94438, "top5_acc": 0.99812, "loss_cls": 0.29132, "loss": 0.29132, "time": 0.15647} +{"mode": "train", "epoch": 70, "iter": 1000, "lr": 0.01385, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.935, "top5_acc": 0.99438, "loss_cls": 0.33188, "loss": 0.33188, "time": 0.15677} +{"mode": "train", "epoch": 70, "iter": 1100, "lr": 0.01382, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93688, "top5_acc": 0.99688, "loss_cls": 0.33331, "loss": 0.33331, "time": 0.1561} +{"mode": "val", "epoch": 70, "iter": 169, "lr": 0.01381, "top1_acc": 0.90237, "top5_acc": 0.99593} +{"mode": "train", "epoch": 71, "iter": 100, "lr": 0.01378, "memory": 3566, "data_time": 0.21761, "top1_acc": 0.94, "top5_acc": 0.99562, "loss_cls": 0.35827, "loss": 0.35827, "time": 0.37755} +{"mode": "train", "epoch": 71, "iter": 200, "lr": 0.01376, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94938, "top5_acc": 0.995, "loss_cls": 0.28231, "loss": 0.28231, "time": 0.1566} +{"mode": "train", "epoch": 71, "iter": 300, "lr": 0.01374, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93562, "top5_acc": 0.9925, "loss_cls": 0.32458, "loss": 0.32458, "time": 0.1565} +{"mode": "train", "epoch": 71, "iter": 400, "lr": 0.01372, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95688, "top5_acc": 0.99312, "loss_cls": 0.25877, "loss": 0.25877, "time": 0.1561} +{"mode": "train", "epoch": 71, "iter": 500, "lr": 0.0137, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.93625, "top5_acc": 0.99438, "loss_cls": 0.33032, "loss": 0.33032, "time": 0.15557} +{"mode": "train", "epoch": 71, "iter": 600, "lr": 0.01367, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.92812, "top5_acc": 0.99188, "loss_cls": 0.37602, "loss": 0.37602, "time": 0.15514} +{"mode": "train", "epoch": 71, "iter": 700, "lr": 0.01365, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.94188, "top5_acc": 0.99562, "loss_cls": 0.32016, "loss": 0.32016, "time": 0.15523} +{"mode": "train", "epoch": 71, "iter": 800, "lr": 0.01363, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.94625, "top5_acc": 0.99438, "loss_cls": 0.30248, "loss": 0.30248, "time": 0.15549} +{"mode": "train", "epoch": 71, "iter": 900, "lr": 0.01361, "memory": 3566, "data_time": 0.00023, "top1_acc": 0.93875, "top5_acc": 0.99312, "loss_cls": 0.33093, "loss": 0.33093, "time": 0.15585} +{"mode": "train", "epoch": 71, "iter": 1000, "lr": 0.01359, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.93812, "top5_acc": 0.99188, "loss_cls": 0.34269, "loss": 0.34269, "time": 0.15645} +{"mode": "train", "epoch": 71, "iter": 1100, "lr": 0.01356, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.94375, "top5_acc": 0.99688, "loss_cls": 0.29907, "loss": 0.29907, "time": 0.15667} +{"mode": "val", "epoch": 71, "iter": 169, "lr": 0.01355, "top1_acc": 0.92936, "top5_acc": 0.99519} +{"mode": "train", "epoch": 72, "iter": 100, "lr": 0.01352, "memory": 3566, "data_time": 0.21536, "top1_acc": 0.96062, "top5_acc": 0.99812, "loss_cls": 0.2568, "loss": 0.2568, "time": 0.37474} +{"mode": "train", "epoch": 72, "iter": 200, "lr": 0.0135, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95438, "top5_acc": 0.99562, "loss_cls": 0.26859, "loss": 0.26859, "time": 0.15607} +{"mode": "train", "epoch": 72, "iter": 300, "lr": 0.01348, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94, "top5_acc": 0.99625, "loss_cls": 0.30502, "loss": 0.30502, "time": 0.15706} +{"mode": "train", "epoch": 72, "iter": 400, "lr": 0.01346, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94125, "top5_acc": 0.99625, "loss_cls": 0.30345, "loss": 0.30345, "time": 0.15671} +{"mode": "train", "epoch": 72, "iter": 500, "lr": 0.01344, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9425, "top5_acc": 0.995, "loss_cls": 0.33583, "loss": 0.33583, "time": 0.15639} +{"mode": "train", "epoch": 72, "iter": 600, "lr": 0.01341, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94062, "top5_acc": 0.99562, "loss_cls": 0.31061, "loss": 0.31061, "time": 0.15595} +{"mode": "train", "epoch": 72, "iter": 700, "lr": 0.01339, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94375, "top5_acc": 0.995, "loss_cls": 0.32122, "loss": 0.32122, "time": 0.15574} +{"mode": "train", "epoch": 72, "iter": 800, "lr": 0.01337, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94625, "top5_acc": 0.99688, "loss_cls": 0.30775, "loss": 0.30775, "time": 0.15571} +{"mode": "train", "epoch": 72, "iter": 900, "lr": 0.01335, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.93125, "top5_acc": 0.99438, "loss_cls": 0.36982, "loss": 0.36982, "time": 0.15625} +{"mode": "train", "epoch": 72, "iter": 1000, "lr": 0.01332, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.93688, "top5_acc": 0.99438, "loss_cls": 0.34802, "loss": 0.34802, "time": 0.15576} +{"mode": "train", "epoch": 72, "iter": 1100, "lr": 0.0133, "memory": 3566, "data_time": 0.00023, "top1_acc": 0.93125, "top5_acc": 0.99438, "loss_cls": 0.35192, "loss": 0.35192, "time": 0.15599} +{"mode": "val", "epoch": 72, "iter": 169, "lr": 0.01329, "top1_acc": 0.91013, "top5_acc": 0.99408} +{"mode": "train", "epoch": 73, "iter": 100, "lr": 0.01326, "memory": 3566, "data_time": 0.21069, "top1_acc": 0.94875, "top5_acc": 0.99688, "loss_cls": 0.28269, "loss": 0.28269, "time": 0.37195} +{"mode": "train", "epoch": 73, "iter": 200, "lr": 0.01324, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94375, "top5_acc": 0.99375, "loss_cls": 0.28655, "loss": 0.28655, "time": 0.15697} +{"mode": "train", "epoch": 73, "iter": 300, "lr": 0.01322, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94062, "top5_acc": 0.99312, "loss_cls": 0.31921, "loss": 0.31921, "time": 0.15674} +{"mode": "train", "epoch": 73, "iter": 400, "lr": 0.0132, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93562, "top5_acc": 0.99375, "loss_cls": 0.3315, "loss": 0.3315, "time": 0.157} +{"mode": "train", "epoch": 73, "iter": 500, "lr": 0.01317, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94375, "top5_acc": 0.99625, "loss_cls": 0.29626, "loss": 0.29626, "time": 0.15702} +{"mode": "train", "epoch": 73, "iter": 600, "lr": 0.01315, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.945, "top5_acc": 0.99625, "loss_cls": 0.30149, "loss": 0.30149, "time": 0.1564} +{"mode": "train", "epoch": 73, "iter": 700, "lr": 0.01313, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.92875, "top5_acc": 0.99625, "loss_cls": 0.38242, "loss": 0.38242, "time": 0.15569} +{"mode": "train", "epoch": 73, "iter": 800, "lr": 0.01311, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94188, "top5_acc": 0.99812, "loss_cls": 0.31639, "loss": 0.31639, "time": 0.15555} +{"mode": "train", "epoch": 73, "iter": 900, "lr": 0.01309, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94875, "top5_acc": 0.99438, "loss_cls": 0.31405, "loss": 0.31405, "time": 0.15541} +{"mode": "train", "epoch": 73, "iter": 1000, "lr": 0.01306, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.92938, "top5_acc": 0.99438, "loss_cls": 0.37034, "loss": 0.37034, "time": 0.15778} +{"mode": "train", "epoch": 73, "iter": 1100, "lr": 0.01304, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94625, "top5_acc": 0.99438, "loss_cls": 0.29886, "loss": 0.29886, "time": 0.15711} +{"mode": "val", "epoch": 73, "iter": 169, "lr": 0.01302, "top1_acc": 0.91679, "top5_acc": 0.99704} +{"mode": "train", "epoch": 74, "iter": 100, "lr": 0.013, "memory": 3566, "data_time": 0.2171, "top1_acc": 0.94625, "top5_acc": 0.99562, "loss_cls": 0.31828, "loss": 0.31828, "time": 0.3773} +{"mode": "train", "epoch": 74, "iter": 200, "lr": 0.01298, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94812, "top5_acc": 0.99812, "loss_cls": 0.27048, "loss": 0.27048, "time": 0.15551} +{"mode": "train", "epoch": 74, "iter": 300, "lr": 0.01296, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9475, "top5_acc": 0.99375, "loss_cls": 0.30813, "loss": 0.30813, "time": 0.15631} +{"mode": "train", "epoch": 74, "iter": 400, "lr": 0.01293, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96, "top5_acc": 0.99688, "loss_cls": 0.24466, "loss": 0.24466, "time": 0.15652} +{"mode": "train", "epoch": 74, "iter": 500, "lr": 0.01291, "memory": 3566, "data_time": 0.00025, "top1_acc": 0.94625, "top5_acc": 0.995, "loss_cls": 0.30574, "loss": 0.30574, "time": 0.15588} +{"mode": "train", "epoch": 74, "iter": 600, "lr": 0.01289, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93938, "top5_acc": 0.99625, "loss_cls": 0.30778, "loss": 0.30778, "time": 0.15707} +{"mode": "train", "epoch": 74, "iter": 700, "lr": 0.01287, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9475, "top5_acc": 0.99438, "loss_cls": 0.27025, "loss": 0.27025, "time": 0.15643} +{"mode": "train", "epoch": 74, "iter": 800, "lr": 0.01285, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.93562, "top5_acc": 0.9975, "loss_cls": 0.33555, "loss": 0.33555, "time": 0.15556} +{"mode": "train", "epoch": 74, "iter": 900, "lr": 0.01282, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.93812, "top5_acc": 0.9975, "loss_cls": 0.31683, "loss": 0.31683, "time": 0.15575} +{"mode": "train", "epoch": 74, "iter": 1000, "lr": 0.0128, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94438, "top5_acc": 0.995, "loss_cls": 0.29855, "loss": 0.29855, "time": 0.15705} +{"mode": "train", "epoch": 74, "iter": 1100, "lr": 0.01278, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.91375, "top5_acc": 0.99062, "loss_cls": 0.42582, "loss": 0.42582, "time": 0.15691} +{"mode": "val", "epoch": 74, "iter": 169, "lr": 0.01276, "top1_acc": 0.9216, "top5_acc": 0.99556} +{"mode": "train", "epoch": 75, "iter": 100, "lr": 0.01274, "memory": 3566, "data_time": 0.21611, "top1_acc": 0.93562, "top5_acc": 0.99625, "loss_cls": 0.32627, "loss": 0.32627, "time": 0.37701} +{"mode": "train", "epoch": 75, "iter": 200, "lr": 0.01272, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.93812, "top5_acc": 0.995, "loss_cls": 0.32715, "loss": 0.32715, "time": 0.15622} +{"mode": "train", "epoch": 75, "iter": 300, "lr": 0.0127, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95562, "top5_acc": 0.99438, "loss_cls": 0.26516, "loss": 0.26516, "time": 0.15621} +{"mode": "train", "epoch": 75, "iter": 400, "lr": 0.01267, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9475, "top5_acc": 0.99562, "loss_cls": 0.29293, "loss": 0.29293, "time": 0.15676} +{"mode": "train", "epoch": 75, "iter": 500, "lr": 0.01265, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.94875, "top5_acc": 0.9975, "loss_cls": 0.27855, "loss": 0.27855, "time": 0.15616} +{"mode": "train", "epoch": 75, "iter": 600, "lr": 0.01263, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9425, "top5_acc": 0.99438, "loss_cls": 0.30505, "loss": 0.30505, "time": 0.15607} +{"mode": "train", "epoch": 75, "iter": 700, "lr": 0.01261, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.93438, "top5_acc": 0.99188, "loss_cls": 0.34285, "loss": 0.34285, "time": 0.15587} +{"mode": "train", "epoch": 75, "iter": 800, "lr": 0.01258, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.935, "top5_acc": 0.99688, "loss_cls": 0.33382, "loss": 0.33382, "time": 0.15597} +{"mode": "train", "epoch": 75, "iter": 900, "lr": 0.01256, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9325, "top5_acc": 0.99312, "loss_cls": 0.34962, "loss": 0.34962, "time": 0.15578} +{"mode": "train", "epoch": 75, "iter": 1000, "lr": 0.01254, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94812, "top5_acc": 0.99625, "loss_cls": 0.29891, "loss": 0.29891, "time": 0.15846} +{"mode": "train", "epoch": 75, "iter": 1100, "lr": 0.01252, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.9475, "top5_acc": 0.99688, "loss_cls": 0.30372, "loss": 0.30372, "time": 0.15647} +{"mode": "val", "epoch": 75, "iter": 169, "lr": 0.0125, "top1_acc": 0.92493, "top5_acc": 0.99593} +{"mode": "train", "epoch": 76, "iter": 100, "lr": 0.01248, "memory": 3566, "data_time": 0.21379, "top1_acc": 0.95125, "top5_acc": 0.9975, "loss_cls": 0.24914, "loss": 0.24914, "time": 0.373} +{"mode": "train", "epoch": 76, "iter": 200, "lr": 0.01246, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95312, "top5_acc": 0.99562, "loss_cls": 0.26774, "loss": 0.26774, "time": 0.15642} +{"mode": "train", "epoch": 76, "iter": 300, "lr": 0.01243, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95375, "top5_acc": 0.99562, "loss_cls": 0.2893, "loss": 0.2893, "time": 0.15623} +{"mode": "train", "epoch": 76, "iter": 400, "lr": 0.01241, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93188, "top5_acc": 0.995, "loss_cls": 0.3202, "loss": 0.3202, "time": 0.15595} +{"mode": "train", "epoch": 76, "iter": 500, "lr": 0.01239, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9425, "top5_acc": 0.99375, "loss_cls": 0.29978, "loss": 0.29978, "time": 0.15595} +{"mode": "train", "epoch": 76, "iter": 600, "lr": 0.01237, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95938, "top5_acc": 0.99688, "loss_cls": 0.24499, "loss": 0.24499, "time": 0.15608} +{"mode": "train", "epoch": 76, "iter": 700, "lr": 0.01234, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.93375, "top5_acc": 0.99562, "loss_cls": 0.32771, "loss": 0.32771, "time": 0.15567} +{"mode": "train", "epoch": 76, "iter": 800, "lr": 0.01232, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94875, "top5_acc": 0.995, "loss_cls": 0.2857, "loss": 0.2857, "time": 0.15598} +{"mode": "train", "epoch": 76, "iter": 900, "lr": 0.0123, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94438, "top5_acc": 0.99688, "loss_cls": 0.3075, "loss": 0.3075, "time": 0.15591} +{"mode": "train", "epoch": 76, "iter": 1000, "lr": 0.01228, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.93812, "top5_acc": 0.99562, "loss_cls": 0.30777, "loss": 0.30777, "time": 0.1565} +{"mode": "train", "epoch": 76, "iter": 1100, "lr": 0.01226, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94188, "top5_acc": 0.99562, "loss_cls": 0.3361, "loss": 0.3361, "time": 0.15603} +{"mode": "val", "epoch": 76, "iter": 169, "lr": 0.01224, "top1_acc": 0.9105, "top5_acc": 0.99334} +{"mode": "train", "epoch": 77, "iter": 100, "lr": 0.01222, "memory": 3566, "data_time": 0.21023, "top1_acc": 0.94562, "top5_acc": 0.995, "loss_cls": 0.2822, "loss": 0.2822, "time": 0.36915} +{"mode": "train", "epoch": 77, "iter": 200, "lr": 0.01219, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94188, "top5_acc": 0.9975, "loss_cls": 0.29986, "loss": 0.29986, "time": 0.15581} +{"mode": "train", "epoch": 77, "iter": 300, "lr": 0.01217, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.95188, "top5_acc": 0.99875, "loss_cls": 0.28746, "loss": 0.28746, "time": 0.15625} +{"mode": "train", "epoch": 77, "iter": 400, "lr": 0.01215, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94312, "top5_acc": 0.99562, "loss_cls": 0.30668, "loss": 0.30668, "time": 0.15627} +{"mode": "train", "epoch": 77, "iter": 500, "lr": 0.01213, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9525, "top5_acc": 0.99375, "loss_cls": 0.2752, "loss": 0.2752, "time": 0.15677} +{"mode": "train", "epoch": 77, "iter": 600, "lr": 0.01211, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.945, "top5_acc": 0.99375, "loss_cls": 0.31518, "loss": 0.31518, "time": 0.15691} +{"mode": "train", "epoch": 77, "iter": 700, "lr": 0.01208, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96, "top5_acc": 0.99875, "loss_cls": 0.23097, "loss": 0.23097, "time": 0.15611} +{"mode": "train", "epoch": 77, "iter": 800, "lr": 0.01206, "memory": 3566, "data_time": 0.00016, "top1_acc": 0.95625, "top5_acc": 0.9975, "loss_cls": 0.25936, "loss": 0.25936, "time": 0.15565} +{"mode": "train", "epoch": 77, "iter": 900, "lr": 0.01204, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95312, "top5_acc": 0.99875, "loss_cls": 0.27558, "loss": 0.27558, "time": 0.15628} +{"mode": "train", "epoch": 77, "iter": 1000, "lr": 0.01202, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95375, "top5_acc": 0.995, "loss_cls": 0.28161, "loss": 0.28161, "time": 0.15781} +{"mode": "train", "epoch": 77, "iter": 1100, "lr": 0.01199, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94375, "top5_acc": 0.99562, "loss_cls": 0.31703, "loss": 0.31703, "time": 0.15635} +{"mode": "val", "epoch": 77, "iter": 169, "lr": 0.01198, "top1_acc": 0.92234, "top5_acc": 0.99482} +{"mode": "train", "epoch": 78, "iter": 100, "lr": 0.01195, "memory": 3566, "data_time": 0.21272, "top1_acc": 0.95, "top5_acc": 0.99688, "loss_cls": 0.25746, "loss": 0.25746, "time": 0.37208} +{"mode": "train", "epoch": 78, "iter": 200, "lr": 0.01193, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95125, "top5_acc": 0.99688, "loss_cls": 0.27348, "loss": 0.27348, "time": 0.15615} +{"mode": "train", "epoch": 78, "iter": 300, "lr": 0.01191, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.945, "top5_acc": 0.99625, "loss_cls": 0.29289, "loss": 0.29289, "time": 0.156} +{"mode": "train", "epoch": 78, "iter": 400, "lr": 0.01189, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94, "top5_acc": 0.99625, "loss_cls": 0.30995, "loss": 0.30995, "time": 0.15681} +{"mode": "train", "epoch": 78, "iter": 500, "lr": 0.01187, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94438, "top5_acc": 0.99188, "loss_cls": 0.32, "loss": 0.32, "time": 0.15668} +{"mode": "train", "epoch": 78, "iter": 600, "lr": 0.01184, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93875, "top5_acc": 0.99125, "loss_cls": 0.32498, "loss": 0.32498, "time": 0.156} +{"mode": "train", "epoch": 78, "iter": 700, "lr": 0.01182, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9625, "top5_acc": 0.99812, "loss_cls": 0.23235, "loss": 0.23235, "time": 0.15621} +{"mode": "train", "epoch": 78, "iter": 800, "lr": 0.0118, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94688, "top5_acc": 0.995, "loss_cls": 0.28148, "loss": 0.28148, "time": 0.15604} +{"mode": "train", "epoch": 78, "iter": 900, "lr": 0.01178, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95312, "top5_acc": 0.99438, "loss_cls": 0.28455, "loss": 0.28455, "time": 0.1553} +{"mode": "train", "epoch": 78, "iter": 1000, "lr": 0.01175, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.935, "top5_acc": 0.99688, "loss_cls": 0.33896, "loss": 0.33896, "time": 0.15758} +{"mode": "train", "epoch": 78, "iter": 1100, "lr": 0.01173, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.93688, "top5_acc": 0.99375, "loss_cls": 0.33507, "loss": 0.33507, "time": 0.15701} +{"mode": "val", "epoch": 78, "iter": 169, "lr": 0.01172, "top1_acc": 0.92086, "top5_acc": 0.9963} +{"mode": "train", "epoch": 79, "iter": 100, "lr": 0.01169, "memory": 3566, "data_time": 0.21253, "top1_acc": 0.95875, "top5_acc": 0.9975, "loss_cls": 0.23674, "loss": 0.23674, "time": 0.37266} +{"mode": "train", "epoch": 79, "iter": 200, "lr": 0.01167, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.95188, "top5_acc": 0.995, "loss_cls": 0.30511, "loss": 0.30511, "time": 0.15564} +{"mode": "train", "epoch": 79, "iter": 300, "lr": 0.01165, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.94312, "top5_acc": 0.995, "loss_cls": 0.31871, "loss": 0.31871, "time": 0.15496} +{"mode": "train", "epoch": 79, "iter": 400, "lr": 0.01163, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.95625, "top5_acc": 0.99625, "loss_cls": 0.25064, "loss": 0.25064, "time": 0.15675} +{"mode": "train", "epoch": 79, "iter": 500, "lr": 0.0116, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95312, "top5_acc": 0.99562, "loss_cls": 0.27266, "loss": 0.27266, "time": 0.15813} +{"mode": "train", "epoch": 79, "iter": 600, "lr": 0.01158, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9325, "top5_acc": 0.99312, "loss_cls": 0.3345, "loss": 0.3345, "time": 0.15814} +{"mode": "train", "epoch": 79, "iter": 700, "lr": 0.01156, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94562, "top5_acc": 0.995, "loss_cls": 0.28639, "loss": 0.28639, "time": 0.15674} +{"mode": "train", "epoch": 79, "iter": 800, "lr": 0.01154, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.935, "top5_acc": 0.99688, "loss_cls": 0.31484, "loss": 0.31484, "time": 0.15576} +{"mode": "train", "epoch": 79, "iter": 900, "lr": 0.01152, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.93875, "top5_acc": 0.99625, "loss_cls": 0.33459, "loss": 0.33459, "time": 0.15605} +{"mode": "train", "epoch": 79, "iter": 1000, "lr": 0.01149, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94625, "top5_acc": 0.99688, "loss_cls": 0.28834, "loss": 0.28834, "time": 0.15765} +{"mode": "train", "epoch": 79, "iter": 1100, "lr": 0.01147, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94375, "top5_acc": 0.99562, "loss_cls": 0.31051, "loss": 0.31051, "time": 0.15763} +{"mode": "val", "epoch": 79, "iter": 169, "lr": 0.01145, "top1_acc": 0.9375, "top5_acc": 0.9963} +{"mode": "train", "epoch": 80, "iter": 100, "lr": 0.01143, "memory": 3566, "data_time": 0.21084, "top1_acc": 0.9525, "top5_acc": 0.9975, "loss_cls": 0.2745, "loss": 0.2745, "time": 0.3698} +{"mode": "train", "epoch": 80, "iter": 200, "lr": 0.01141, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.965, "top5_acc": 0.99625, "loss_cls": 0.23067, "loss": 0.23067, "time": 0.15579} +{"mode": "train", "epoch": 80, "iter": 300, "lr": 0.01139, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.95188, "top5_acc": 0.9975, "loss_cls": 0.26807, "loss": 0.26807, "time": 0.15643} +{"mode": "train", "epoch": 80, "iter": 400, "lr": 0.01137, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93938, "top5_acc": 0.99562, "loss_cls": 0.30354, "loss": 0.30354, "time": 0.1558} +{"mode": "train", "epoch": 80, "iter": 500, "lr": 0.01134, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.955, "top5_acc": 0.99688, "loss_cls": 0.27386, "loss": 0.27386, "time": 0.15613} +{"mode": "train", "epoch": 80, "iter": 600, "lr": 0.01132, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.9525, "top5_acc": 0.99625, "loss_cls": 0.27035, "loss": 0.27035, "time": 0.15594} +{"mode": "train", "epoch": 80, "iter": 700, "lr": 0.0113, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.9575, "top5_acc": 0.9975, "loss_cls": 0.24475, "loss": 0.24475, "time": 0.15631} +{"mode": "train", "epoch": 80, "iter": 800, "lr": 0.01128, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.945, "top5_acc": 0.9975, "loss_cls": 0.28342, "loss": 0.28342, "time": 0.15599} +{"mode": "train", "epoch": 80, "iter": 900, "lr": 0.01126, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94375, "top5_acc": 0.9925, "loss_cls": 0.33632, "loss": 0.33632, "time": 0.15585} +{"mode": "train", "epoch": 80, "iter": 1000, "lr": 0.01123, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95188, "top5_acc": 0.99188, "loss_cls": 0.28955, "loss": 0.28955, "time": 0.15719} +{"mode": "train", "epoch": 80, "iter": 1100, "lr": 0.01121, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94375, "top5_acc": 0.99562, "loss_cls": 0.3085, "loss": 0.3085, "time": 0.15792} +{"mode": "val", "epoch": 80, "iter": 169, "lr": 0.01119, "top1_acc": 0.91605, "top5_acc": 0.99408} +{"mode": "train", "epoch": 81, "iter": 100, "lr": 0.01117, "memory": 3566, "data_time": 0.20962, "top1_acc": 0.95312, "top5_acc": 0.99812, "loss_cls": 0.27945, "loss": 0.27945, "time": 0.36941} +{"mode": "train", "epoch": 81, "iter": 200, "lr": 0.01115, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.96562, "top5_acc": 0.99812, "loss_cls": 0.24086, "loss": 0.24086, "time": 0.15631} +{"mode": "train", "epoch": 81, "iter": 300, "lr": 0.01113, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.955, "top5_acc": 0.99812, "loss_cls": 0.26547, "loss": 0.26547, "time": 0.15614} +{"mode": "train", "epoch": 81, "iter": 400, "lr": 0.01111, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94812, "top5_acc": 0.99875, "loss_cls": 0.26935, "loss": 0.26935, "time": 0.15657} +{"mode": "train", "epoch": 81, "iter": 500, "lr": 0.01108, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.93812, "top5_acc": 0.99562, "loss_cls": 0.32743, "loss": 0.32743, "time": 0.1561} +{"mode": "train", "epoch": 81, "iter": 600, "lr": 0.01106, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95188, "top5_acc": 0.99812, "loss_cls": 0.25521, "loss": 0.25521, "time": 0.15607} +{"mode": "train", "epoch": 81, "iter": 700, "lr": 0.01104, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94562, "top5_acc": 0.995, "loss_cls": 0.29027, "loss": 0.29027, "time": 0.15622} +{"mode": "train", "epoch": 81, "iter": 800, "lr": 0.01102, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.955, "top5_acc": 0.99688, "loss_cls": 0.26096, "loss": 0.26096, "time": 0.156} +{"mode": "train", "epoch": 81, "iter": 900, "lr": 0.01099, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9425, "top5_acc": 0.99562, "loss_cls": 0.31128, "loss": 0.31128, "time": 0.15588} +{"mode": "train", "epoch": 81, "iter": 1000, "lr": 0.01097, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95688, "top5_acc": 0.99625, "loss_cls": 0.25871, "loss": 0.25871, "time": 0.15691} +{"mode": "train", "epoch": 81, "iter": 1100, "lr": 0.01095, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95125, "top5_acc": 0.99188, "loss_cls": 0.28064, "loss": 0.28064, "time": 0.15689} +{"mode": "val", "epoch": 81, "iter": 169, "lr": 0.01093, "top1_acc": 0.93491, "top5_acc": 0.9963} +{"mode": "train", "epoch": 82, "iter": 100, "lr": 0.01091, "memory": 3566, "data_time": 0.21459, "top1_acc": 0.95625, "top5_acc": 0.99625, "loss_cls": 0.23439, "loss": 0.23439, "time": 0.37555} +{"mode": "train", "epoch": 82, "iter": 200, "lr": 0.01089, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.95562, "top5_acc": 0.99625, "loss_cls": 0.23036, "loss": 0.23036, "time": 0.15891} +{"mode": "train", "epoch": 82, "iter": 300, "lr": 0.01087, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95188, "top5_acc": 0.99438, "loss_cls": 0.26567, "loss": 0.26567, "time": 0.15754} +{"mode": "train", "epoch": 82, "iter": 400, "lr": 0.01085, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95812, "top5_acc": 0.9975, "loss_cls": 0.23394, "loss": 0.23394, "time": 0.15663} +{"mode": "train", "epoch": 82, "iter": 500, "lr": 0.01082, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.94625, "top5_acc": 0.99562, "loss_cls": 0.2962, "loss": 0.2962, "time": 0.15699} +{"mode": "train", "epoch": 82, "iter": 600, "lr": 0.0108, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.95875, "top5_acc": 0.99812, "loss_cls": 0.24085, "loss": 0.24085, "time": 0.15537} +{"mode": "train", "epoch": 82, "iter": 700, "lr": 0.01078, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.95438, "top5_acc": 0.99875, "loss_cls": 0.25177, "loss": 0.25177, "time": 0.15471} +{"mode": "train", "epoch": 82, "iter": 800, "lr": 0.01076, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.955, "top5_acc": 0.99688, "loss_cls": 0.26233, "loss": 0.26233, "time": 0.15512} +{"mode": "train", "epoch": 82, "iter": 900, "lr": 0.01074, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95875, "top5_acc": 0.995, "loss_cls": 0.24892, "loss": 0.24892, "time": 0.15557} +{"mode": "train", "epoch": 82, "iter": 1000, "lr": 0.01071, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95125, "top5_acc": 0.99625, "loss_cls": 0.27077, "loss": 0.27077, "time": 0.15651} +{"mode": "train", "epoch": 82, "iter": 1100, "lr": 0.01069, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95312, "top5_acc": 0.99688, "loss_cls": 0.27688, "loss": 0.27688, "time": 0.15595} +{"mode": "val", "epoch": 82, "iter": 169, "lr": 0.01067, "top1_acc": 0.92197, "top5_acc": 0.99482} +{"mode": "train", "epoch": 83, "iter": 100, "lr": 0.01065, "memory": 3566, "data_time": 0.20875, "top1_acc": 0.96562, "top5_acc": 0.99812, "loss_cls": 0.20365, "loss": 0.20365, "time": 0.36829} +{"mode": "train", "epoch": 83, "iter": 200, "lr": 0.01063, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95125, "top5_acc": 0.99875, "loss_cls": 0.25258, "loss": 0.25258, "time": 0.15588} +{"mode": "train", "epoch": 83, "iter": 300, "lr": 0.01061, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94812, "top5_acc": 0.99312, "loss_cls": 0.30315, "loss": 0.30315, "time": 0.15658} +{"mode": "train", "epoch": 83, "iter": 400, "lr": 0.01059, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94875, "top5_acc": 0.99562, "loss_cls": 0.30151, "loss": 0.30151, "time": 0.15692} +{"mode": "train", "epoch": 83, "iter": 500, "lr": 0.01056, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96312, "top5_acc": 0.99625, "loss_cls": 0.21601, "loss": 0.21601, "time": 0.1565} +{"mode": "train", "epoch": 83, "iter": 600, "lr": 0.01054, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.95188, "top5_acc": 0.99562, "loss_cls": 0.26649, "loss": 0.26649, "time": 0.15686} +{"mode": "train", "epoch": 83, "iter": 700, "lr": 0.01052, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94688, "top5_acc": 0.99562, "loss_cls": 0.2876, "loss": 0.2876, "time": 0.15687} +{"mode": "train", "epoch": 83, "iter": 800, "lr": 0.0105, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95375, "top5_acc": 0.995, "loss_cls": 0.2623, "loss": 0.2623, "time": 0.15635} +{"mode": "train", "epoch": 83, "iter": 900, "lr": 0.01048, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9475, "top5_acc": 0.99375, "loss_cls": 0.29334, "loss": 0.29334, "time": 0.15619} +{"mode": "train", "epoch": 83, "iter": 1000, "lr": 0.01045, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94188, "top5_acc": 0.99188, "loss_cls": 0.31938, "loss": 0.31938, "time": 0.15696} +{"mode": "train", "epoch": 83, "iter": 1100, "lr": 0.01043, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9475, "top5_acc": 0.99438, "loss_cls": 0.28598, "loss": 0.28598, "time": 0.15626} +{"mode": "val", "epoch": 83, "iter": 169, "lr": 0.01042, "top1_acc": 0.93861, "top5_acc": 0.99186} +{"mode": "train", "epoch": 84, "iter": 100, "lr": 0.01039, "memory": 3566, "data_time": 0.20913, "top1_acc": 0.96625, "top5_acc": 0.99812, "loss_cls": 0.21987, "loss": 0.21987, "time": 0.36864} +{"mode": "train", "epoch": 84, "iter": 200, "lr": 0.01037, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95688, "top5_acc": 0.99812, "loss_cls": 0.22524, "loss": 0.22524, "time": 0.1558} +{"mode": "train", "epoch": 84, "iter": 300, "lr": 0.01035, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95312, "top5_acc": 0.9975, "loss_cls": 0.25066, "loss": 0.25066, "time": 0.15727} +{"mode": "train", "epoch": 84, "iter": 400, "lr": 0.01033, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95938, "top5_acc": 0.99562, "loss_cls": 0.25327, "loss": 0.25327, "time": 0.15633} +{"mode": "train", "epoch": 84, "iter": 500, "lr": 0.01031, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95562, "top5_acc": 0.99812, "loss_cls": 0.244, "loss": 0.244, "time": 0.15693} +{"mode": "train", "epoch": 84, "iter": 600, "lr": 0.01028, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95875, "top5_acc": 0.99438, "loss_cls": 0.24053, "loss": 0.24053, "time": 0.15734} +{"mode": "train", "epoch": 84, "iter": 700, "lr": 0.01026, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96, "top5_acc": 0.99938, "loss_cls": 0.23215, "loss": 0.23215, "time": 0.15822} +{"mode": "train", "epoch": 84, "iter": 800, "lr": 0.01024, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95062, "top5_acc": 0.9975, "loss_cls": 0.279, "loss": 0.279, "time": 0.15669} +{"mode": "train", "epoch": 84, "iter": 900, "lr": 0.01022, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95562, "top5_acc": 0.99938, "loss_cls": 0.2439, "loss": 0.2439, "time": 0.15659} +{"mode": "train", "epoch": 84, "iter": 1000, "lr": 0.0102, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95562, "top5_acc": 0.995, "loss_cls": 0.26563, "loss": 0.26563, "time": 0.15694} +{"mode": "train", "epoch": 84, "iter": 1100, "lr": 0.01017, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94938, "top5_acc": 0.995, "loss_cls": 0.25546, "loss": 0.25546, "time": 0.15639} +{"mode": "val", "epoch": 84, "iter": 169, "lr": 0.01016, "top1_acc": 0.91124, "top5_acc": 0.99445} +{"mode": "train", "epoch": 85, "iter": 100, "lr": 0.01014, "memory": 3566, "data_time": 0.20278, "top1_acc": 0.965, "top5_acc": 0.9975, "loss_cls": 0.20646, "loss": 0.20646, "time": 0.36461} +{"mode": "train", "epoch": 85, "iter": 200, "lr": 0.01011, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9625, "top5_acc": 0.9975, "loss_cls": 0.20836, "loss": 0.20836, "time": 0.15589} +{"mode": "train", "epoch": 85, "iter": 300, "lr": 0.01009, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9525, "top5_acc": 0.99375, "loss_cls": 0.28207, "loss": 0.28207, "time": 0.15818} +{"mode": "train", "epoch": 85, "iter": 400, "lr": 0.01007, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94688, "top5_acc": 0.99562, "loss_cls": 0.27935, "loss": 0.27935, "time": 0.15639} +{"mode": "train", "epoch": 85, "iter": 500, "lr": 0.01005, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95062, "top5_acc": 0.99812, "loss_cls": 0.29141, "loss": 0.29141, "time": 0.15615} +{"mode": "train", "epoch": 85, "iter": 600, "lr": 0.01003, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95438, "top5_acc": 0.995, "loss_cls": 0.26977, "loss": 0.26977, "time": 0.15708} +{"mode": "train", "epoch": 85, "iter": 700, "lr": 0.01001, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95938, "top5_acc": 0.99812, "loss_cls": 0.22537, "loss": 0.22537, "time": 0.15675} +{"mode": "train", "epoch": 85, "iter": 800, "lr": 0.00998, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96125, "top5_acc": 0.99562, "loss_cls": 0.23565, "loss": 0.23565, "time": 0.15605} +{"mode": "train", "epoch": 85, "iter": 900, "lr": 0.00996, "memory": 3566, "data_time": 0.00016, "top1_acc": 0.94375, "top5_acc": 0.9975, "loss_cls": 0.29873, "loss": 0.29873, "time": 0.15603} +{"mode": "train", "epoch": 85, "iter": 1000, "lr": 0.00994, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.945, "top5_acc": 0.9975, "loss_cls": 0.27817, "loss": 0.27817, "time": 0.15661} +{"mode": "train", "epoch": 85, "iter": 1100, "lr": 0.00992, "memory": 3566, "data_time": 0.00016, "top1_acc": 0.95, "top5_acc": 0.99688, "loss_cls": 0.28024, "loss": 0.28024, "time": 0.1558} +{"mode": "val", "epoch": 85, "iter": 169, "lr": 0.0099, "top1_acc": 0.92567, "top5_acc": 0.98891} +{"mode": "train", "epoch": 86, "iter": 100, "lr": 0.00988, "memory": 3566, "data_time": 0.20892, "top1_acc": 0.96375, "top5_acc": 0.99812, "loss_cls": 0.23415, "loss": 0.23415, "time": 0.36892} +{"mode": "train", "epoch": 86, "iter": 200, "lr": 0.00986, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95938, "top5_acc": 0.99625, "loss_cls": 0.23471, "loss": 0.23471, "time": 0.15609} +{"mode": "train", "epoch": 86, "iter": 300, "lr": 0.00984, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.945, "top5_acc": 0.99625, "loss_cls": 0.2966, "loss": 0.2966, "time": 0.15683} +{"mode": "train", "epoch": 86, "iter": 400, "lr": 0.00981, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94188, "top5_acc": 0.99812, "loss_cls": 0.28357, "loss": 0.28357, "time": 0.15734} +{"mode": "train", "epoch": 86, "iter": 500, "lr": 0.00979, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9575, "top5_acc": 0.99438, "loss_cls": 0.26833, "loss": 0.26833, "time": 0.15699} +{"mode": "train", "epoch": 86, "iter": 600, "lr": 0.00977, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.96125, "top5_acc": 0.99812, "loss_cls": 0.22374, "loss": 0.22374, "time": 0.15676} +{"mode": "train", "epoch": 86, "iter": 700, "lr": 0.00975, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.94562, "top5_acc": 0.99688, "loss_cls": 0.25871, "loss": 0.25871, "time": 0.15576} +{"mode": "train", "epoch": 86, "iter": 800, "lr": 0.00973, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96062, "top5_acc": 0.99438, "loss_cls": 0.25322, "loss": 0.25322, "time": 0.1563} +{"mode": "train", "epoch": 86, "iter": 900, "lr": 0.00971, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96125, "top5_acc": 0.99875, "loss_cls": 0.20833, "loss": 0.20833, "time": 0.15547} +{"mode": "train", "epoch": 86, "iter": 1000, "lr": 0.00968, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9425, "top5_acc": 0.99562, "loss_cls": 0.30118, "loss": 0.30118, "time": 0.15729} +{"mode": "train", "epoch": 86, "iter": 1100, "lr": 0.00966, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9525, "top5_acc": 0.99688, "loss_cls": 0.27912, "loss": 0.27912, "time": 0.15834} +{"mode": "val", "epoch": 86, "iter": 169, "lr": 0.00965, "top1_acc": 0.93306, "top5_acc": 0.9963} +{"mode": "train", "epoch": 87, "iter": 100, "lr": 0.00962, "memory": 3566, "data_time": 0.20739, "top1_acc": 0.96188, "top5_acc": 0.99688, "loss_cls": 0.23584, "loss": 0.23584, "time": 0.3674} +{"mode": "train", "epoch": 87, "iter": 200, "lr": 0.0096, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95688, "top5_acc": 0.99938, "loss_cls": 0.22823, "loss": 0.22823, "time": 0.15615} +{"mode": "train", "epoch": 87, "iter": 300, "lr": 0.00958, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96125, "top5_acc": 0.99625, "loss_cls": 0.23521, "loss": 0.23521, "time": 0.15667} +{"mode": "train", "epoch": 87, "iter": 400, "lr": 0.00956, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96312, "top5_acc": 0.99625, "loss_cls": 0.22917, "loss": 0.22917, "time": 0.15603} +{"mode": "train", "epoch": 87, "iter": 500, "lr": 0.00954, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95938, "top5_acc": 0.99938, "loss_cls": 0.21199, "loss": 0.21199, "time": 0.15725} +{"mode": "train", "epoch": 87, "iter": 600, "lr": 0.00952, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95812, "top5_acc": 0.995, "loss_cls": 0.26136, "loss": 0.26136, "time": 0.15619} +{"mode": "train", "epoch": 87, "iter": 700, "lr": 0.00949, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9575, "top5_acc": 0.9975, "loss_cls": 0.2528, "loss": 0.2528, "time": 0.15696} +{"mode": "train", "epoch": 87, "iter": 800, "lr": 0.00947, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96938, "top5_acc": 0.99812, "loss_cls": 0.18817, "loss": 0.18817, "time": 0.15667} +{"mode": "train", "epoch": 87, "iter": 900, "lr": 0.00945, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9625, "top5_acc": 0.99688, "loss_cls": 0.22994, "loss": 0.22994, "time": 0.15665} +{"mode": "train", "epoch": 87, "iter": 1000, "lr": 0.00943, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96, "top5_acc": 0.99625, "loss_cls": 0.2299, "loss": 0.2299, "time": 0.157} +{"mode": "train", "epoch": 87, "iter": 1100, "lr": 0.00941, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95438, "top5_acc": 0.99625, "loss_cls": 0.2391, "loss": 0.2391, "time": 0.1565} +{"mode": "val", "epoch": 87, "iter": 169, "lr": 0.00939, "top1_acc": 0.9301, "top5_acc": 0.9963} +{"mode": "train", "epoch": 88, "iter": 100, "lr": 0.00937, "memory": 3566, "data_time": 0.20794, "top1_acc": 0.9625, "top5_acc": 0.99812, "loss_cls": 0.21673, "loss": 0.21673, "time": 0.36908} +{"mode": "train", "epoch": 88, "iter": 200, "lr": 0.00935, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97062, "top5_acc": 0.9975, "loss_cls": 0.19724, "loss": 0.19724, "time": 0.15677} +{"mode": "train", "epoch": 88, "iter": 300, "lr": 0.00933, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96375, "top5_acc": 0.9975, "loss_cls": 0.21036, "loss": 0.21036, "time": 0.15723} +{"mode": "train", "epoch": 88, "iter": 400, "lr": 0.00931, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.96188, "top5_acc": 0.995, "loss_cls": 0.23201, "loss": 0.23201, "time": 0.15663} +{"mode": "train", "epoch": 88, "iter": 500, "lr": 0.00928, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.96312, "top5_acc": 0.99812, "loss_cls": 0.22526, "loss": 0.22526, "time": 0.15728} +{"mode": "train", "epoch": 88, "iter": 600, "lr": 0.00926, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95312, "top5_acc": 0.99188, "loss_cls": 0.26958, "loss": 0.26958, "time": 0.15683} +{"mode": "train", "epoch": 88, "iter": 700, "lr": 0.00924, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.95688, "top5_acc": 0.99625, "loss_cls": 0.26692, "loss": 0.26692, "time": 0.15729} +{"mode": "train", "epoch": 88, "iter": 800, "lr": 0.00922, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95438, "top5_acc": 0.99812, "loss_cls": 0.25333, "loss": 0.25333, "time": 0.15582} +{"mode": "train", "epoch": 88, "iter": 900, "lr": 0.0092, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95625, "top5_acc": 0.99562, "loss_cls": 0.22939, "loss": 0.22939, "time": 0.15612} +{"mode": "train", "epoch": 88, "iter": 1000, "lr": 0.00918, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95688, "top5_acc": 0.99812, "loss_cls": 0.24914, "loss": 0.24914, "time": 0.15673} +{"mode": "train", "epoch": 88, "iter": 1100, "lr": 0.00916, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94375, "top5_acc": 0.99625, "loss_cls": 0.31381, "loss": 0.31381, "time": 0.15825} +{"mode": "val", "epoch": 88, "iter": 169, "lr": 0.00914, "top1_acc": 0.93454, "top5_acc": 0.99704} +{"mode": "train", "epoch": 89, "iter": 100, "lr": 0.00912, "memory": 3566, "data_time": 0.207, "top1_acc": 0.96125, "top5_acc": 0.99938, "loss_cls": 0.21123, "loss": 0.21123, "time": 0.36583} +{"mode": "train", "epoch": 89, "iter": 200, "lr": 0.0091, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9575, "top5_acc": 0.99688, "loss_cls": 0.24476, "loss": 0.24476, "time": 0.156} +{"mode": "train", "epoch": 89, "iter": 300, "lr": 0.00907, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.96375, "top5_acc": 0.99688, "loss_cls": 0.24335, "loss": 0.24335, "time": 0.1569} +{"mode": "train", "epoch": 89, "iter": 400, "lr": 0.00905, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96625, "top5_acc": 0.99875, "loss_cls": 0.20915, "loss": 0.20915, "time": 0.15694} +{"mode": "train", "epoch": 89, "iter": 500, "lr": 0.00903, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95938, "top5_acc": 0.99688, "loss_cls": 0.25571, "loss": 0.25571, "time": 0.15692} +{"mode": "train", "epoch": 89, "iter": 600, "lr": 0.00901, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96062, "top5_acc": 0.99562, "loss_cls": 0.21483, "loss": 0.21483, "time": 0.15629} +{"mode": "train", "epoch": 89, "iter": 700, "lr": 0.00899, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96188, "top5_acc": 0.99625, "loss_cls": 0.22221, "loss": 0.22221, "time": 0.15576} +{"mode": "train", "epoch": 89, "iter": 800, "lr": 0.00897, "memory": 3566, "data_time": 0.00016, "top1_acc": 0.95875, "top5_acc": 0.99375, "loss_cls": 0.25463, "loss": 0.25463, "time": 0.15594} +{"mode": "train", "epoch": 89, "iter": 900, "lr": 0.00895, "memory": 3566, "data_time": 0.00016, "top1_acc": 0.94625, "top5_acc": 0.99625, "loss_cls": 0.26321, "loss": 0.26321, "time": 0.15566} +{"mode": "train", "epoch": 89, "iter": 1000, "lr": 0.00893, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.94875, "top5_acc": 0.99562, "loss_cls": 0.28125, "loss": 0.28125, "time": 0.15656} +{"mode": "train", "epoch": 89, "iter": 1100, "lr": 0.0089, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.94312, "top5_acc": 0.99312, "loss_cls": 0.30119, "loss": 0.30119, "time": 0.15603} +{"mode": "val", "epoch": 89, "iter": 169, "lr": 0.00889, "top1_acc": 0.93861, "top5_acc": 0.99334} +{"mode": "train", "epoch": 90, "iter": 100, "lr": 0.00887, "memory": 3566, "data_time": 0.21275, "top1_acc": 0.95562, "top5_acc": 0.99562, "loss_cls": 0.24689, "loss": 0.24689, "time": 0.37339} +{"mode": "train", "epoch": 90, "iter": 200, "lr": 0.00884, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96688, "top5_acc": 0.99938, "loss_cls": 0.18945, "loss": 0.18945, "time": 0.15606} +{"mode": "train", "epoch": 90, "iter": 300, "lr": 0.00882, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95688, "top5_acc": 0.99688, "loss_cls": 0.24091, "loss": 0.24091, "time": 0.15719} +{"mode": "train", "epoch": 90, "iter": 400, "lr": 0.0088, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.96812, "top5_acc": 1.0, "loss_cls": 0.19015, "loss": 0.19015, "time": 0.15583} +{"mode": "train", "epoch": 90, "iter": 500, "lr": 0.00878, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.96375, "top5_acc": 0.99562, "loss_cls": 0.21665, "loss": 0.21665, "time": 0.15537} +{"mode": "train", "epoch": 90, "iter": 600, "lr": 0.00876, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.96312, "top5_acc": 1.0, "loss_cls": 0.20545, "loss": 0.20545, "time": 0.15489} +{"mode": "train", "epoch": 90, "iter": 700, "lr": 0.00874, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.965, "top5_acc": 0.9975, "loss_cls": 0.23136, "loss": 0.23136, "time": 0.155} +{"mode": "train", "epoch": 90, "iter": 800, "lr": 0.00872, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9625, "top5_acc": 0.9975, "loss_cls": 0.22747, "loss": 0.22747, "time": 0.15468} +{"mode": "train", "epoch": 90, "iter": 900, "lr": 0.0087, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.95625, "top5_acc": 0.99812, "loss_cls": 0.21836, "loss": 0.21836, "time": 0.15503} +{"mode": "train", "epoch": 90, "iter": 1000, "lr": 0.00868, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.955, "top5_acc": 0.99875, "loss_cls": 0.25908, "loss": 0.25908, "time": 0.15676} +{"mode": "train", "epoch": 90, "iter": 1100, "lr": 0.00865, "memory": 3566, "data_time": 0.00029, "top1_acc": 0.95438, "top5_acc": 0.99688, "loss_cls": 0.23903, "loss": 0.23903, "time": 0.15797} +{"mode": "val", "epoch": 90, "iter": 169, "lr": 0.00864, "top1_acc": 0.93824, "top5_acc": 0.9926} +{"mode": "train", "epoch": 91, "iter": 100, "lr": 0.00862, "memory": 3566, "data_time": 0.21576, "top1_acc": 0.96125, "top5_acc": 0.99875, "loss_cls": 0.21908, "loss": 0.21908, "time": 0.37549} +{"mode": "train", "epoch": 91, "iter": 200, "lr": 0.0086, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96875, "top5_acc": 0.9975, "loss_cls": 0.19076, "loss": 0.19076, "time": 0.156} +{"mode": "train", "epoch": 91, "iter": 300, "lr": 0.00857, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96375, "top5_acc": 0.99688, "loss_cls": 0.21167, "loss": 0.21167, "time": 0.15775} +{"mode": "train", "epoch": 91, "iter": 400, "lr": 0.00855, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.97438, "top5_acc": 0.99875, "loss_cls": 0.16356, "loss": 0.16356, "time": 0.1564} +{"mode": "train", "epoch": 91, "iter": 500, "lr": 0.00853, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.96, "top5_acc": 0.99688, "loss_cls": 0.22122, "loss": 0.22122, "time": 0.15741} +{"mode": "train", "epoch": 91, "iter": 600, "lr": 0.00851, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.95375, "top5_acc": 0.99562, "loss_cls": 0.26191, "loss": 0.26191, "time": 0.15535} +{"mode": "train", "epoch": 91, "iter": 700, "lr": 0.00849, "memory": 3566, "data_time": 0.00016, "top1_acc": 0.96188, "top5_acc": 0.995, "loss_cls": 0.23552, "loss": 0.23552, "time": 0.15577} +{"mode": "train", "epoch": 91, "iter": 800, "lr": 0.00847, "memory": 3566, "data_time": 0.00016, "top1_acc": 0.95625, "top5_acc": 0.99875, "loss_cls": 0.24059, "loss": 0.24059, "time": 0.15559} +{"mode": "train", "epoch": 91, "iter": 900, "lr": 0.00845, "memory": 3566, "data_time": 0.00016, "top1_acc": 0.96125, "top5_acc": 0.99688, "loss_cls": 0.22423, "loss": 0.22423, "time": 0.15574} +{"mode": "train", "epoch": 91, "iter": 1000, "lr": 0.00843, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96438, "top5_acc": 0.995, "loss_cls": 0.22664, "loss": 0.22664, "time": 0.15712} +{"mode": "train", "epoch": 91, "iter": 1100, "lr": 0.00841, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.95875, "top5_acc": 0.99, "loss_cls": 0.23692, "loss": 0.23692, "time": 0.15571} +{"mode": "val", "epoch": 91, "iter": 169, "lr": 0.00839, "top1_acc": 0.93158, "top5_acc": 0.9963} +{"mode": "train", "epoch": 92, "iter": 100, "lr": 0.00837, "memory": 3566, "data_time": 0.21484, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.21491, "loss": 0.21491, "time": 0.37566} +{"mode": "train", "epoch": 92, "iter": 200, "lr": 0.00835, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96625, "top5_acc": 0.9975, "loss_cls": 0.19689, "loss": 0.19689, "time": 0.15605} +{"mode": "train", "epoch": 92, "iter": 300, "lr": 0.00833, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.96062, "top5_acc": 0.99625, "loss_cls": 0.20928, "loss": 0.20928, "time": 0.15878} +{"mode": "train", "epoch": 92, "iter": 400, "lr": 0.00831, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9675, "top5_acc": 0.99812, "loss_cls": 0.18342, "loss": 0.18342, "time": 0.15607} +{"mode": "train", "epoch": 92, "iter": 500, "lr": 0.00828, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.96875, "top5_acc": 0.99812, "loss_cls": 0.17106, "loss": 0.17106, "time": 0.15568} +{"mode": "train", "epoch": 92, "iter": 600, "lr": 0.00826, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96312, "top5_acc": 0.9975, "loss_cls": 0.21192, "loss": 0.21192, "time": 0.15612} +{"mode": "train", "epoch": 92, "iter": 700, "lr": 0.00824, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96812, "top5_acc": 0.99812, "loss_cls": 0.1946, "loss": 0.1946, "time": 0.15574} +{"mode": "train", "epoch": 92, "iter": 800, "lr": 0.00822, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96312, "top5_acc": 0.99625, "loss_cls": 0.21314, "loss": 0.21314, "time": 0.1559} +{"mode": "train", "epoch": 92, "iter": 900, "lr": 0.0082, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9675, "top5_acc": 0.9975, "loss_cls": 0.19112, "loss": 0.19112, "time": 0.15643} +{"mode": "train", "epoch": 92, "iter": 1000, "lr": 0.00818, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9575, "top5_acc": 0.99312, "loss_cls": 0.22569, "loss": 0.22569, "time": 0.15668} +{"mode": "train", "epoch": 92, "iter": 1100, "lr": 0.00816, "memory": 3566, "data_time": 0.00024, "top1_acc": 0.95688, "top5_acc": 0.99875, "loss_cls": 0.24246, "loss": 0.24246, "time": 0.15702} +{"mode": "val", "epoch": 92, "iter": 169, "lr": 0.00814, "top1_acc": 0.93491, "top5_acc": 0.99593} +{"mode": "train", "epoch": 93, "iter": 100, "lr": 0.00812, "memory": 3566, "data_time": 0.21465, "top1_acc": 0.9675, "top5_acc": 0.99875, "loss_cls": 0.2074, "loss": 0.2074, "time": 0.37467} +{"mode": "train", "epoch": 93, "iter": 200, "lr": 0.0081, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97438, "top5_acc": 0.9975, "loss_cls": 0.17031, "loss": 0.17031, "time": 0.15687} +{"mode": "train", "epoch": 93, "iter": 300, "lr": 0.00808, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.96562, "top5_acc": 0.99688, "loss_cls": 0.21116, "loss": 0.21116, "time": 0.15732} +{"mode": "train", "epoch": 93, "iter": 400, "lr": 0.00806, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.96062, "top5_acc": 0.99875, "loss_cls": 0.21753, "loss": 0.21753, "time": 0.15567} +{"mode": "train", "epoch": 93, "iter": 500, "lr": 0.00804, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.96375, "top5_acc": 0.99562, "loss_cls": 0.19345, "loss": 0.19345, "time": 0.15584} +{"mode": "train", "epoch": 93, "iter": 600, "lr": 0.00802, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.955, "top5_acc": 0.99688, "loss_cls": 0.247, "loss": 0.247, "time": 0.15587} +{"mode": "train", "epoch": 93, "iter": 700, "lr": 0.008, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.9725, "top5_acc": 0.99938, "loss_cls": 0.18288, "loss": 0.18288, "time": 0.15565} +{"mode": "train", "epoch": 93, "iter": 800, "lr": 0.00798, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96, "top5_acc": 0.99812, "loss_cls": 0.2456, "loss": 0.2456, "time": 0.15546} +{"mode": "train", "epoch": 93, "iter": 900, "lr": 0.00796, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.96625, "top5_acc": 0.99812, "loss_cls": 0.20743, "loss": 0.20743, "time": 0.15595} +{"mode": "train", "epoch": 93, "iter": 1000, "lr": 0.00794, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.95875, "top5_acc": 0.9975, "loss_cls": 0.2589, "loss": 0.2589, "time": 0.15741} +{"mode": "train", "epoch": 93, "iter": 1100, "lr": 0.00791, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97062, "top5_acc": 0.9975, "loss_cls": 0.19848, "loss": 0.19848, "time": 0.15692} +{"mode": "val", "epoch": 93, "iter": 169, "lr": 0.0079, "top1_acc": 0.92567, "top5_acc": 0.99667} +{"mode": "train", "epoch": 94, "iter": 100, "lr": 0.00788, "memory": 3566, "data_time": 0.21416, "top1_acc": 0.97375, "top5_acc": 0.99875, "loss_cls": 0.17849, "loss": 0.17849, "time": 0.37257} +{"mode": "train", "epoch": 94, "iter": 200, "lr": 0.00786, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97125, "top5_acc": 0.9975, "loss_cls": 0.16878, "loss": 0.16878, "time": 0.15651} +{"mode": "train", "epoch": 94, "iter": 300, "lr": 0.00784, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.96, "top5_acc": 0.99688, "loss_cls": 0.21049, "loss": 0.21049, "time": 0.15842} +{"mode": "train", "epoch": 94, "iter": 400, "lr": 0.00782, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.975, "top5_acc": 0.99875, "loss_cls": 0.15421, "loss": 0.15421, "time": 0.15797} +{"mode": "train", "epoch": 94, "iter": 500, "lr": 0.0078, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97062, "top5_acc": 0.995, "loss_cls": 0.17094, "loss": 0.17094, "time": 0.15685} +{"mode": "train", "epoch": 94, "iter": 600, "lr": 0.00777, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96938, "top5_acc": 0.99688, "loss_cls": 0.20652, "loss": 0.20652, "time": 0.15595} +{"mode": "train", "epoch": 94, "iter": 700, "lr": 0.00775, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97188, "top5_acc": 0.99812, "loss_cls": 0.18313, "loss": 0.18313, "time": 0.15616} +{"mode": "train", "epoch": 94, "iter": 800, "lr": 0.00773, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.96938, "top5_acc": 0.99688, "loss_cls": 0.19703, "loss": 0.19703, "time": 0.1568} +{"mode": "train", "epoch": 94, "iter": 900, "lr": 0.00771, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.95875, "top5_acc": 0.99688, "loss_cls": 0.22404, "loss": 0.22404, "time": 0.1569} +{"mode": "train", "epoch": 94, "iter": 1000, "lr": 0.00769, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96625, "top5_acc": 0.9975, "loss_cls": 0.20805, "loss": 0.20805, "time": 0.15666} +{"mode": "train", "epoch": 94, "iter": 1100, "lr": 0.00767, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.965, "top5_acc": 0.99812, "loss_cls": 0.20506, "loss": 0.20506, "time": 0.15756} +{"mode": "val", "epoch": 94, "iter": 169, "lr": 0.00766, "top1_acc": 0.91272, "top5_acc": 0.99593} +{"mode": "train", "epoch": 95, "iter": 100, "lr": 0.00764, "memory": 3566, "data_time": 0.21308, "top1_acc": 0.96875, "top5_acc": 0.99938, "loss_cls": 0.18238, "loss": 0.18238, "time": 0.372} +{"mode": "train", "epoch": 95, "iter": 200, "lr": 0.00762, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.97188, "top5_acc": 0.9975, "loss_cls": 0.17952, "loss": 0.17952, "time": 0.15605} +{"mode": "train", "epoch": 95, "iter": 300, "lr": 0.00759, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.97562, "top5_acc": 0.99875, "loss_cls": 0.15825, "loss": 0.15825, "time": 0.1576} +{"mode": "train", "epoch": 95, "iter": 400, "lr": 0.00757, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.96375, "top5_acc": 0.99938, "loss_cls": 0.22167, "loss": 0.22167, "time": 0.15759} +{"mode": "train", "epoch": 95, "iter": 500, "lr": 0.00755, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96812, "top5_acc": 0.99812, "loss_cls": 0.19315, "loss": 0.19315, "time": 0.15663} +{"mode": "train", "epoch": 95, "iter": 600, "lr": 0.00753, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97062, "top5_acc": 0.99812, "loss_cls": 0.19323, "loss": 0.19323, "time": 0.15634} +{"mode": "train", "epoch": 95, "iter": 700, "lr": 0.00751, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96938, "top5_acc": 0.995, "loss_cls": 0.19733, "loss": 0.19733, "time": 0.15722} +{"mode": "train", "epoch": 95, "iter": 800, "lr": 0.00749, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9725, "top5_acc": 0.99812, "loss_cls": 0.17966, "loss": 0.17966, "time": 0.15826} +{"mode": "train", "epoch": 95, "iter": 900, "lr": 0.00747, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97438, "top5_acc": 0.9975, "loss_cls": 0.15599, "loss": 0.15599, "time": 0.15804} +{"mode": "train", "epoch": 95, "iter": 1000, "lr": 0.00745, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96625, "top5_acc": 0.99438, "loss_cls": 0.1965, "loss": 0.1965, "time": 0.15693} +{"mode": "train", "epoch": 95, "iter": 1100, "lr": 0.00743, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96188, "top5_acc": 0.99688, "loss_cls": 0.22991, "loss": 0.22991, "time": 0.15609} +{"mode": "val", "epoch": 95, "iter": 169, "lr": 0.00742, "top1_acc": 0.93343, "top5_acc": 0.99371} +{"mode": "train", "epoch": 96, "iter": 100, "lr": 0.0074, "memory": 3566, "data_time": 0.21582, "top1_acc": 0.97125, "top5_acc": 0.995, "loss_cls": 0.17577, "loss": 0.17577, "time": 0.37544} +{"mode": "train", "epoch": 96, "iter": 200, "lr": 0.00738, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96812, "top5_acc": 0.9975, "loss_cls": 0.1886, "loss": 0.1886, "time": 0.15611} +{"mode": "train", "epoch": 96, "iter": 300, "lr": 0.00736, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97125, "top5_acc": 0.9975, "loss_cls": 0.17272, "loss": 0.17272, "time": 0.15629} +{"mode": "train", "epoch": 96, "iter": 400, "lr": 0.00733, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97312, "top5_acc": 0.99812, "loss_cls": 0.1935, "loss": 0.1935, "time": 0.1556} +{"mode": "train", "epoch": 96, "iter": 500, "lr": 0.00731, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.965, "top5_acc": 0.99812, "loss_cls": 0.20032, "loss": 0.20032, "time": 0.15657} +{"mode": "train", "epoch": 96, "iter": 600, "lr": 0.00729, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97375, "top5_acc": 0.99812, "loss_cls": 0.16348, "loss": 0.16348, "time": 0.15564} +{"mode": "train", "epoch": 96, "iter": 700, "lr": 0.00727, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9675, "top5_acc": 0.99688, "loss_cls": 0.20413, "loss": 0.20413, "time": 0.15564} +{"mode": "train", "epoch": 96, "iter": 800, "lr": 0.00725, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97, "top5_acc": 0.99938, "loss_cls": 0.17504, "loss": 0.17504, "time": 0.15583} +{"mode": "train", "epoch": 96, "iter": 900, "lr": 0.00723, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9625, "top5_acc": 0.9975, "loss_cls": 0.20748, "loss": 0.20748, "time": 0.15576} +{"mode": "train", "epoch": 96, "iter": 1000, "lr": 0.00721, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.965, "top5_acc": 0.99688, "loss_cls": 0.201, "loss": 0.201, "time": 0.15658} +{"mode": "train", "epoch": 96, "iter": 1100, "lr": 0.00719, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96562, "top5_acc": 0.99812, "loss_cls": 0.17953, "loss": 0.17953, "time": 0.15622} +{"mode": "val", "epoch": 96, "iter": 169, "lr": 0.00718, "top1_acc": 0.93121, "top5_acc": 0.99519} +{"mode": "train", "epoch": 97, "iter": 100, "lr": 0.00716, "memory": 3566, "data_time": 0.21556, "top1_acc": 0.975, "top5_acc": 0.99812, "loss_cls": 0.1744, "loss": 0.1744, "time": 0.3753} +{"mode": "train", "epoch": 97, "iter": 200, "lr": 0.00714, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.96, "top5_acc": 0.99688, "loss_cls": 0.20992, "loss": 0.20992, "time": 0.1572} +{"mode": "train", "epoch": 97, "iter": 300, "lr": 0.00712, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96938, "top5_acc": 0.99688, "loss_cls": 0.18677, "loss": 0.18677, "time": 0.15643} +{"mode": "train", "epoch": 97, "iter": 400, "lr": 0.0071, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97125, "top5_acc": 0.9975, "loss_cls": 0.16572, "loss": 0.16572, "time": 0.15644} +{"mode": "train", "epoch": 97, "iter": 500, "lr": 0.00708, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97188, "top5_acc": 1.0, "loss_cls": 0.17932, "loss": 0.17932, "time": 0.15586} +{"mode": "train", "epoch": 97, "iter": 600, "lr": 0.00706, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96438, "top5_acc": 0.99562, "loss_cls": 0.23121, "loss": 0.23121, "time": 0.15609} +{"mode": "train", "epoch": 97, "iter": 700, "lr": 0.00704, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96625, "top5_acc": 0.995, "loss_cls": 0.21334, "loss": 0.21334, "time": 0.15573} +{"mode": "train", "epoch": 97, "iter": 800, "lr": 0.00702, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9625, "top5_acc": 0.99812, "loss_cls": 0.20603, "loss": 0.20603, "time": 0.15588} +{"mode": "train", "epoch": 97, "iter": 900, "lr": 0.007, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96125, "top5_acc": 0.99875, "loss_cls": 0.20987, "loss": 0.20987, "time": 0.15584} +{"mode": "train", "epoch": 97, "iter": 1000, "lr": 0.00698, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9725, "top5_acc": 0.99562, "loss_cls": 0.17029, "loss": 0.17029, "time": 0.15659} +{"mode": "train", "epoch": 97, "iter": 1100, "lr": 0.00696, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.97188, "top5_acc": 0.9975, "loss_cls": 0.18084, "loss": 0.18084, "time": 0.15682} +{"mode": "val", "epoch": 97, "iter": 169, "lr": 0.00694, "top1_acc": 0.9412, "top5_acc": 0.9963} +{"mode": "train", "epoch": 98, "iter": 100, "lr": 0.00692, "memory": 3566, "data_time": 0.21524, "top1_acc": 0.97, "top5_acc": 0.99938, "loss_cls": 0.17263, "loss": 0.17263, "time": 0.37607} +{"mode": "train", "epoch": 98, "iter": 200, "lr": 0.0069, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97, "top5_acc": 0.9975, "loss_cls": 0.17103, "loss": 0.17103, "time": 0.15676} +{"mode": "train", "epoch": 98, "iter": 300, "lr": 0.00688, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.96812, "top5_acc": 0.99812, "loss_cls": 0.18029, "loss": 0.18029, "time": 0.15537} +{"mode": "train", "epoch": 98, "iter": 400, "lr": 0.00686, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.96625, "top5_acc": 0.99688, "loss_cls": 0.18675, "loss": 0.18675, "time": 0.15557} +{"mode": "train", "epoch": 98, "iter": 500, "lr": 0.00684, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.97375, "top5_acc": 0.9975, "loss_cls": 0.18623, "loss": 0.18623, "time": 0.15575} +{"mode": "train", "epoch": 98, "iter": 600, "lr": 0.00682, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97938, "top5_acc": 0.9975, "loss_cls": 0.15175, "loss": 0.15175, "time": 0.1549} +{"mode": "train", "epoch": 98, "iter": 700, "lr": 0.0068, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.96812, "top5_acc": 0.99688, "loss_cls": 0.18047, "loss": 0.18047, "time": 0.15603} +{"mode": "train", "epoch": 98, "iter": 800, "lr": 0.00678, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.96625, "top5_acc": 0.9975, "loss_cls": 0.19862, "loss": 0.19862, "time": 0.15614} +{"mode": "train", "epoch": 98, "iter": 900, "lr": 0.00676, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.97125, "top5_acc": 0.99812, "loss_cls": 0.17743, "loss": 0.17743, "time": 0.15529} +{"mode": "train", "epoch": 98, "iter": 1000, "lr": 0.00674, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97125, "top5_acc": 0.99562, "loss_cls": 0.19986, "loss": 0.19986, "time": 0.15545} +{"mode": "train", "epoch": 98, "iter": 1100, "lr": 0.00672, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.98062, "top5_acc": 0.99625, "loss_cls": 0.1697, "loss": 0.1697, "time": 0.15684} +{"mode": "val", "epoch": 98, "iter": 169, "lr": 0.00671, "top1_acc": 0.94379, "top5_acc": 0.99593} +{"mode": "train", "epoch": 99, "iter": 100, "lr": 0.00669, "memory": 3566, "data_time": 0.21369, "top1_acc": 0.97062, "top5_acc": 0.99562, "loss_cls": 0.19995, "loss": 0.19995, "time": 0.37512} +{"mode": "train", "epoch": 99, "iter": 200, "lr": 0.00667, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.98188, "top5_acc": 0.9975, "loss_cls": 0.13455, "loss": 0.13455, "time": 0.15657} +{"mode": "train", "epoch": 99, "iter": 300, "lr": 0.00665, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9775, "top5_acc": 0.99875, "loss_cls": 0.14747, "loss": 0.14747, "time": 0.15636} +{"mode": "train", "epoch": 99, "iter": 400, "lr": 0.00663, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.965, "top5_acc": 0.9975, "loss_cls": 0.18972, "loss": 0.18972, "time": 0.15796} +{"mode": "train", "epoch": 99, "iter": 500, "lr": 0.00661, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96688, "top5_acc": 0.99812, "loss_cls": 0.18824, "loss": 0.18824, "time": 0.15678} +{"mode": "train", "epoch": 99, "iter": 600, "lr": 0.00659, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.96188, "top5_acc": 0.995, "loss_cls": 0.21648, "loss": 0.21648, "time": 0.15659} +{"mode": "train", "epoch": 99, "iter": 700, "lr": 0.00657, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9725, "top5_acc": 0.99812, "loss_cls": 0.16114, "loss": 0.16114, "time": 0.1565} +{"mode": "train", "epoch": 99, "iter": 800, "lr": 0.00655, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96562, "top5_acc": 0.99688, "loss_cls": 0.20774, "loss": 0.20774, "time": 0.15649} +{"mode": "train", "epoch": 99, "iter": 900, "lr": 0.00653, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97, "top5_acc": 0.99875, "loss_cls": 0.18173, "loss": 0.18173, "time": 0.15634} +{"mode": "train", "epoch": 99, "iter": 1000, "lr": 0.00651, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96812, "top5_acc": 0.99562, "loss_cls": 0.21545, "loss": 0.21545, "time": 0.15627} +{"mode": "train", "epoch": 99, "iter": 1100, "lr": 0.00649, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96625, "top5_acc": 0.995, "loss_cls": 0.19423, "loss": 0.19423, "time": 0.15712} +{"mode": "val", "epoch": 99, "iter": 169, "lr": 0.00648, "top1_acc": 0.93602, "top5_acc": 0.99482} +{"mode": "train", "epoch": 100, "iter": 100, "lr": 0.00646, "memory": 3566, "data_time": 0.21023, "top1_acc": 0.9725, "top5_acc": 0.99812, "loss_cls": 0.15627, "loss": 0.15627, "time": 0.36893} +{"mode": "train", "epoch": 100, "iter": 200, "lr": 0.00644, "memory": 3566, "data_time": 0.00023, "top1_acc": 0.97062, "top5_acc": 0.99938, "loss_cls": 0.16311, "loss": 0.16311, "time": 0.15677} +{"mode": "train", "epoch": 100, "iter": 300, "lr": 0.00642, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97812, "top5_acc": 0.99812, "loss_cls": 0.14933, "loss": 0.14933, "time": 0.15673} +{"mode": "train", "epoch": 100, "iter": 400, "lr": 0.0064, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.15613, "loss": 0.15613, "time": 0.15647} +{"mode": "train", "epoch": 100, "iter": 500, "lr": 0.00638, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97125, "top5_acc": 0.99875, "loss_cls": 0.1619, "loss": 0.1619, "time": 0.15518} +{"mode": "train", "epoch": 100, "iter": 600, "lr": 0.00636, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.97125, "top5_acc": 0.9975, "loss_cls": 0.18108, "loss": 0.18108, "time": 0.155} +{"mode": "train", "epoch": 100, "iter": 700, "lr": 0.00634, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.12298, "loss": 0.12298, "time": 0.15487} +{"mode": "train", "epoch": 100, "iter": 800, "lr": 0.00632, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9725, "top5_acc": 0.99688, "loss_cls": 0.18364, "loss": 0.18364, "time": 0.15518} +{"mode": "train", "epoch": 100, "iter": 900, "lr": 0.0063, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97625, "top5_acc": 0.99688, "loss_cls": 0.15892, "loss": 0.15892, "time": 0.15517} +{"mode": "train", "epoch": 100, "iter": 1000, "lr": 0.00628, "memory": 3566, "data_time": 0.0003, "top1_acc": 0.9725, "top5_acc": 0.99812, "loss_cls": 0.14801, "loss": 0.14801, "time": 0.15756} +{"mode": "train", "epoch": 100, "iter": 1100, "lr": 0.00627, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97438, "top5_acc": 0.9975, "loss_cls": 0.18085, "loss": 0.18085, "time": 0.15607} +{"mode": "val", "epoch": 100, "iter": 169, "lr": 0.00625, "top1_acc": 0.93047, "top5_acc": 0.99667} +{"mode": "train", "epoch": 101, "iter": 100, "lr": 0.00623, "memory": 3566, "data_time": 0.20983, "top1_acc": 0.9775, "top5_acc": 0.99875, "loss_cls": 0.1276, "loss": 0.1276, "time": 0.37078} +{"mode": "train", "epoch": 101, "iter": 200, "lr": 0.00621, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97625, "top5_acc": 0.9975, "loss_cls": 0.15142, "loss": 0.15142, "time": 0.15687} +{"mode": "train", "epoch": 101, "iter": 300, "lr": 0.00619, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.97438, "top5_acc": 0.99875, "loss_cls": 0.16219, "loss": 0.16219, "time": 0.15702} +{"mode": "train", "epoch": 101, "iter": 400, "lr": 0.00617, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.975, "top5_acc": 0.99688, "loss_cls": 0.13831, "loss": 0.13831, "time": 0.15587} +{"mode": "train", "epoch": 101, "iter": 500, "lr": 0.00615, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96375, "top5_acc": 0.99688, "loss_cls": 0.19052, "loss": 0.19052, "time": 0.15562} +{"mode": "train", "epoch": 101, "iter": 600, "lr": 0.00614, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96438, "top5_acc": 0.99688, "loss_cls": 0.2082, "loss": 0.2082, "time": 0.15562} +{"mode": "train", "epoch": 101, "iter": 700, "lr": 0.00612, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96938, "top5_acc": 0.99688, "loss_cls": 0.17282, "loss": 0.17282, "time": 0.15607} +{"mode": "train", "epoch": 101, "iter": 800, "lr": 0.0061, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97188, "top5_acc": 0.99812, "loss_cls": 0.14999, "loss": 0.14999, "time": 0.15592} +{"mode": "train", "epoch": 101, "iter": 900, "lr": 0.00608, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97875, "top5_acc": 0.99875, "loss_cls": 0.13714, "loss": 0.13714, "time": 0.15612} +{"mode": "train", "epoch": 101, "iter": 1000, "lr": 0.00606, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97062, "top5_acc": 0.99875, "loss_cls": 0.18018, "loss": 0.18018, "time": 0.15664} +{"mode": "train", "epoch": 101, "iter": 1100, "lr": 0.00604, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.96625, "top5_acc": 0.99938, "loss_cls": 0.17656, "loss": 0.17656, "time": 0.15707} +{"mode": "val", "epoch": 101, "iter": 169, "lr": 0.00602, "top1_acc": 0.93787, "top5_acc": 0.9963} +{"mode": "train", "epoch": 102, "iter": 100, "lr": 0.00601, "memory": 3566, "data_time": 0.21139, "top1_acc": 0.98125, "top5_acc": 0.99625, "loss_cls": 0.15395, "loss": 0.15395, "time": 0.37019} +{"mode": "train", "epoch": 102, "iter": 200, "lr": 0.00599, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97562, "top5_acc": 0.9975, "loss_cls": 0.15373, "loss": 0.15373, "time": 0.15936} +{"mode": "train", "epoch": 102, "iter": 300, "lr": 0.00597, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.14874, "loss": 0.14874, "time": 0.15874} +{"mode": "train", "epoch": 102, "iter": 400, "lr": 0.00595, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9625, "top5_acc": 0.99562, "loss_cls": 0.21013, "loss": 0.21013, "time": 0.15826} +{"mode": "train", "epoch": 102, "iter": 500, "lr": 0.00593, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97062, "top5_acc": 0.99625, "loss_cls": 0.17661, "loss": 0.17661, "time": 0.1564} +{"mode": "train", "epoch": 102, "iter": 600, "lr": 0.00591, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.975, "top5_acc": 0.9975, "loss_cls": 0.17125, "loss": 0.17125, "time": 0.1562} +{"mode": "train", "epoch": 102, "iter": 700, "lr": 0.00589, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96875, "top5_acc": 0.99625, "loss_cls": 0.18063, "loss": 0.18063, "time": 0.15618} +{"mode": "train", "epoch": 102, "iter": 800, "lr": 0.00587, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96562, "top5_acc": 0.99625, "loss_cls": 0.1913, "loss": 0.1913, "time": 0.15611} +{"mode": "train", "epoch": 102, "iter": 900, "lr": 0.00585, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97562, "top5_acc": 0.99812, "loss_cls": 0.16233, "loss": 0.16233, "time": 0.15602} +{"mode": "train", "epoch": 102, "iter": 1000, "lr": 0.00584, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.96438, "top5_acc": 0.995, "loss_cls": 0.18541, "loss": 0.18541, "time": 0.15645} +{"mode": "train", "epoch": 102, "iter": 1100, "lr": 0.00582, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.96188, "top5_acc": 0.9975, "loss_cls": 0.20787, "loss": 0.20787, "time": 0.15795} +{"mode": "val", "epoch": 102, "iter": 169, "lr": 0.0058, "top1_acc": 0.94416, "top5_acc": 0.99593} +{"mode": "train", "epoch": 103, "iter": 100, "lr": 0.00578, "memory": 3566, "data_time": 0.21403, "top1_acc": 0.96688, "top5_acc": 0.99812, "loss_cls": 0.1837, "loss": 0.1837, "time": 0.37311} +{"mode": "train", "epoch": 103, "iter": 200, "lr": 0.00576, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96875, "top5_acc": 0.9975, "loss_cls": 0.178, "loss": 0.178, "time": 0.15642} +{"mode": "train", "epoch": 103, "iter": 300, "lr": 0.00575, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.97062, "top5_acc": 0.99688, "loss_cls": 0.17568, "loss": 0.17568, "time": 0.15642} +{"mode": "train", "epoch": 103, "iter": 400, "lr": 0.00573, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97562, "top5_acc": 0.99938, "loss_cls": 0.14687, "loss": 0.14687, "time": 0.15595} +{"mode": "train", "epoch": 103, "iter": 500, "lr": 0.00571, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97062, "top5_acc": 0.9975, "loss_cls": 0.17262, "loss": 0.17262, "time": 0.15583} +{"mode": "train", "epoch": 103, "iter": 600, "lr": 0.00569, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97625, "top5_acc": 0.99625, "loss_cls": 0.16053, "loss": 0.16053, "time": 0.15594} +{"mode": "train", "epoch": 103, "iter": 700, "lr": 0.00567, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9725, "top5_acc": 0.99938, "loss_cls": 0.17897, "loss": 0.17897, "time": 0.15563} +{"mode": "train", "epoch": 103, "iter": 800, "lr": 0.00565, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97438, "top5_acc": 0.99812, "loss_cls": 0.15192, "loss": 0.15192, "time": 0.15591} +{"mode": "train", "epoch": 103, "iter": 900, "lr": 0.00563, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97312, "top5_acc": 0.99875, "loss_cls": 0.16192, "loss": 0.16192, "time": 0.15592} +{"mode": "train", "epoch": 103, "iter": 1000, "lr": 0.00562, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9625, "top5_acc": 0.995, "loss_cls": 0.21556, "loss": 0.21556, "time": 0.15742} +{"mode": "train", "epoch": 103, "iter": 1100, "lr": 0.0056, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97562, "top5_acc": 0.99875, "loss_cls": 0.16482, "loss": 0.16482, "time": 0.15614} +{"mode": "val", "epoch": 103, "iter": 169, "lr": 0.00558, "top1_acc": 0.93898, "top5_acc": 0.99593} +{"mode": "train", "epoch": 104, "iter": 100, "lr": 0.00556, "memory": 3566, "data_time": 0.21387, "top1_acc": 0.97688, "top5_acc": 0.99812, "loss_cls": 0.15344, "loss": 0.15344, "time": 0.37368} +{"mode": "train", "epoch": 104, "iter": 200, "lr": 0.00555, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.975, "top5_acc": 0.99938, "loss_cls": 0.15181, "loss": 0.15181, "time": 0.15646} +{"mode": "train", "epoch": 104, "iter": 300, "lr": 0.00553, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.97125, "top5_acc": 0.99812, "loss_cls": 0.16816, "loss": 0.16816, "time": 0.15589} +{"mode": "train", "epoch": 104, "iter": 400, "lr": 0.00551, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97188, "top5_acc": 0.99938, "loss_cls": 0.14509, "loss": 0.14509, "time": 0.15566} +{"mode": "train", "epoch": 104, "iter": 500, "lr": 0.00549, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97812, "top5_acc": 0.99625, "loss_cls": 0.14452, "loss": 0.14452, "time": 0.15603} +{"mode": "train", "epoch": 104, "iter": 600, "lr": 0.00547, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97625, "top5_acc": 0.9975, "loss_cls": 0.14885, "loss": 0.14885, "time": 0.15595} +{"mode": "train", "epoch": 104, "iter": 700, "lr": 0.00545, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97562, "top5_acc": 0.99938, "loss_cls": 0.1571, "loss": 0.1571, "time": 0.15596} +{"mode": "train", "epoch": 104, "iter": 800, "lr": 0.00544, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97625, "top5_acc": 0.9975, "loss_cls": 0.13658, "loss": 0.13658, "time": 0.15593} +{"mode": "train", "epoch": 104, "iter": 900, "lr": 0.00542, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9725, "top5_acc": 0.9975, "loss_cls": 0.17863, "loss": 0.17863, "time": 0.15759} +{"mode": "train", "epoch": 104, "iter": 1000, "lr": 0.0054, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.96438, "top5_acc": 0.99938, "loss_cls": 0.20927, "loss": 0.20927, "time": 0.15702} +{"mode": "train", "epoch": 104, "iter": 1100, "lr": 0.00538, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.96938, "top5_acc": 0.99938, "loss_cls": 0.16559, "loss": 0.16559, "time": 0.1567} +{"mode": "val", "epoch": 104, "iter": 169, "lr": 0.00537, "top1_acc": 0.93454, "top5_acc": 0.99223} +{"mode": "train", "epoch": 105, "iter": 100, "lr": 0.00535, "memory": 3566, "data_time": 0.21418, "top1_acc": 0.97562, "top5_acc": 0.99812, "loss_cls": 0.14869, "loss": 0.14869, "time": 0.37345} +{"mode": "train", "epoch": 105, "iter": 200, "lr": 0.00533, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.97562, "top5_acc": 0.99875, "loss_cls": 0.14111, "loss": 0.14111, "time": 0.15683} +{"mode": "train", "epoch": 105, "iter": 300, "lr": 0.00531, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.98125, "top5_acc": 0.99812, "loss_cls": 0.13404, "loss": 0.13404, "time": 0.1562} +{"mode": "train", "epoch": 105, "iter": 400, "lr": 0.00529, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.10906, "loss": 0.10906, "time": 0.15635} +{"mode": "train", "epoch": 105, "iter": 500, "lr": 0.00528, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.96438, "top5_acc": 0.99812, "loss_cls": 0.18622, "loss": 0.18622, "time": 0.15642} +{"mode": "train", "epoch": 105, "iter": 600, "lr": 0.00526, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97812, "top5_acc": 0.99625, "loss_cls": 0.15728, "loss": 0.15728, "time": 0.15626} +{"mode": "train", "epoch": 105, "iter": 700, "lr": 0.00524, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97688, "top5_acc": 0.99812, "loss_cls": 0.13555, "loss": 0.13555, "time": 0.15641} +{"mode": "train", "epoch": 105, "iter": 800, "lr": 0.00522, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.1588, "loss": 0.1588, "time": 0.15657} +{"mode": "train", "epoch": 105, "iter": 900, "lr": 0.0052, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98062, "top5_acc": 0.99938, "loss_cls": 0.13403, "loss": 0.13403, "time": 0.1562} +{"mode": "train", "epoch": 105, "iter": 1000, "lr": 0.00518, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.16092, "loss": 0.16092, "time": 0.15561} +{"mode": "train", "epoch": 105, "iter": 1100, "lr": 0.00517, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.97375, "top5_acc": 0.99812, "loss_cls": 0.15295, "loss": 0.15295, "time": 0.15687} +{"mode": "val", "epoch": 105, "iter": 169, "lr": 0.00515, "top1_acc": 0.93824, "top5_acc": 0.99593} +{"mode": "train", "epoch": 106, "iter": 100, "lr": 0.00513, "memory": 3566, "data_time": 0.20906, "top1_acc": 0.97438, "top5_acc": 0.99812, "loss_cls": 0.14568, "loss": 0.14568, "time": 0.3687} +{"mode": "train", "epoch": 106, "iter": 200, "lr": 0.00512, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.98, "top5_acc": 0.99875, "loss_cls": 0.11646, "loss": 0.11646, "time": 0.15673} +{"mode": "train", "epoch": 106, "iter": 300, "lr": 0.0051, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.97625, "top5_acc": 0.99812, "loss_cls": 0.15713, "loss": 0.15713, "time": 0.15648} +{"mode": "train", "epoch": 106, "iter": 400, "lr": 0.00508, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.97312, "top5_acc": 0.99938, "loss_cls": 0.14919, "loss": 0.14919, "time": 0.15701} +{"mode": "train", "epoch": 106, "iter": 500, "lr": 0.00506, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.97812, "top5_acc": 0.99812, "loss_cls": 0.13997, "loss": 0.13997, "time": 0.1572} +{"mode": "train", "epoch": 106, "iter": 600, "lr": 0.00505, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98062, "top5_acc": 0.99875, "loss_cls": 0.12746, "loss": 0.12746, "time": 0.15706} +{"mode": "train", "epoch": 106, "iter": 700, "lr": 0.00503, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98062, "top5_acc": 0.9975, "loss_cls": 0.13844, "loss": 0.13844, "time": 0.15667} +{"mode": "train", "epoch": 106, "iter": 800, "lr": 0.00501, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9775, "top5_acc": 0.99812, "loss_cls": 0.14347, "loss": 0.14347, "time": 0.15646} +{"mode": "train", "epoch": 106, "iter": 900, "lr": 0.00499, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.97875, "top5_acc": 0.99812, "loss_cls": 0.13079, "loss": 0.13079, "time": 0.156} +{"mode": "train", "epoch": 106, "iter": 1000, "lr": 0.00497, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.97375, "top5_acc": 0.99625, "loss_cls": 0.15947, "loss": 0.15947, "time": 0.15735} +{"mode": "train", "epoch": 106, "iter": 1100, "lr": 0.00496, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.96875, "top5_acc": 0.99625, "loss_cls": 0.17225, "loss": 0.17225, "time": 0.15811} +{"mode": "val", "epoch": 106, "iter": 169, "lr": 0.00494, "top1_acc": 0.94933, "top5_acc": 0.99704} +{"mode": "train", "epoch": 107, "iter": 100, "lr": 0.00492, "memory": 3566, "data_time": 0.21405, "top1_acc": 0.98, "top5_acc": 0.9975, "loss_cls": 0.13065, "loss": 0.13065, "time": 0.37379} +{"mode": "train", "epoch": 107, "iter": 200, "lr": 0.00491, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98, "top5_acc": 0.99688, "loss_cls": 0.11086, "loss": 0.11086, "time": 0.15567} +{"mode": "train", "epoch": 107, "iter": 300, "lr": 0.00489, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9825, "top5_acc": 0.9975, "loss_cls": 0.13026, "loss": 0.13026, "time": 0.15578} +{"mode": "train", "epoch": 107, "iter": 400, "lr": 0.00487, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97625, "top5_acc": 0.99938, "loss_cls": 0.13759, "loss": 0.13759, "time": 0.15558} +{"mode": "train", "epoch": 107, "iter": 500, "lr": 0.00485, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9775, "top5_acc": 0.99875, "loss_cls": 0.12869, "loss": 0.12869, "time": 0.15583} +{"mode": "train", "epoch": 107, "iter": 600, "lr": 0.00484, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98125, "top5_acc": 0.99812, "loss_cls": 0.13054, "loss": 0.13054, "time": 0.1553} +{"mode": "train", "epoch": 107, "iter": 700, "lr": 0.00482, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97375, "top5_acc": 0.99938, "loss_cls": 0.14988, "loss": 0.14988, "time": 0.15506} +{"mode": "train", "epoch": 107, "iter": 800, "lr": 0.0048, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98, "top5_acc": 1.0, "loss_cls": 0.11561, "loss": 0.11561, "time": 0.15559} +{"mode": "train", "epoch": 107, "iter": 900, "lr": 0.00478, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98, "top5_acc": 0.99875, "loss_cls": 0.14427, "loss": 0.14427, "time": 0.1556} +{"mode": "train", "epoch": 107, "iter": 1000, "lr": 0.00477, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.98375, "top5_acc": 0.99875, "loss_cls": 0.11049, "loss": 0.11049, "time": 0.1576} +{"mode": "train", "epoch": 107, "iter": 1100, "lr": 0.00475, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.97562, "top5_acc": 0.99812, "loss_cls": 0.14829, "loss": 0.14829, "time": 0.15919} +{"mode": "val", "epoch": 107, "iter": 169, "lr": 0.00474, "top1_acc": 0.94675, "top5_acc": 0.99519} +{"mode": "train", "epoch": 108, "iter": 100, "lr": 0.00472, "memory": 3566, "data_time": 0.21811, "top1_acc": 0.98125, "top5_acc": 0.99812, "loss_cls": 0.12663, "loss": 0.12663, "time": 0.37738} +{"mode": "train", "epoch": 108, "iter": 200, "lr": 0.0047, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98625, "top5_acc": 0.99812, "loss_cls": 0.10093, "loss": 0.10093, "time": 0.15571} +{"mode": "train", "epoch": 108, "iter": 300, "lr": 0.00468, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97938, "top5_acc": 1.0, "loss_cls": 0.11068, "loss": 0.11068, "time": 0.15573} +{"mode": "train", "epoch": 108, "iter": 400, "lr": 0.00467, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99, "top5_acc": 0.99812, "loss_cls": 0.08965, "loss": 0.08965, "time": 0.15591} +{"mode": "train", "epoch": 108, "iter": 500, "lr": 0.00465, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97625, "top5_acc": 0.99562, "loss_cls": 0.15045, "loss": 0.15045, "time": 0.15566} +{"mode": "train", "epoch": 108, "iter": 600, "lr": 0.00463, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97875, "top5_acc": 0.99875, "loss_cls": 0.1335, "loss": 0.1335, "time": 0.1555} +{"mode": "train", "epoch": 108, "iter": 700, "lr": 0.00461, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.975, "top5_acc": 0.99875, "loss_cls": 0.13288, "loss": 0.13288, "time": 0.15559} +{"mode": "train", "epoch": 108, "iter": 800, "lr": 0.0046, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98125, "top5_acc": 0.99812, "loss_cls": 0.12701, "loss": 0.12701, "time": 0.15591} +{"mode": "train", "epoch": 108, "iter": 900, "lr": 0.00458, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98562, "top5_acc": 0.99938, "loss_cls": 0.09064, "loss": 0.09064, "time": 0.15609} +{"mode": "train", "epoch": 108, "iter": 1000, "lr": 0.00456, "memory": 3566, "data_time": 0.00028, "top1_acc": 0.97688, "top5_acc": 0.99938, "loss_cls": 0.1319, "loss": 0.1319, "time": 0.15695} +{"mode": "train", "epoch": 108, "iter": 1100, "lr": 0.00455, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.97, "top5_acc": 0.9975, "loss_cls": 0.17438, "loss": 0.17438, "time": 0.15608} +{"mode": "val", "epoch": 108, "iter": 169, "lr": 0.00453, "top1_acc": 0.94268, "top5_acc": 0.9963} +{"mode": "train", "epoch": 109, "iter": 100, "lr": 0.00452, "memory": 3566, "data_time": 0.21381, "top1_acc": 0.98, "top5_acc": 0.99875, "loss_cls": 0.10608, "loss": 0.10608, "time": 0.37354} +{"mode": "train", "epoch": 109, "iter": 200, "lr": 0.0045, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97688, "top5_acc": 0.99688, "loss_cls": 0.13398, "loss": 0.13398, "time": 0.1561} +{"mode": "train", "epoch": 109, "iter": 300, "lr": 0.00448, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9775, "top5_acc": 0.99812, "loss_cls": 0.13611, "loss": 0.13611, "time": 0.15571} +{"mode": "train", "epoch": 109, "iter": 400, "lr": 0.00446, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.1083, "loss": 0.1083, "time": 0.15574} +{"mode": "train", "epoch": 109, "iter": 500, "lr": 0.00445, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97875, "top5_acc": 0.99875, "loss_cls": 0.13792, "loss": 0.13792, "time": 0.15582} +{"mode": "train", "epoch": 109, "iter": 600, "lr": 0.00443, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97375, "top5_acc": 0.99625, "loss_cls": 0.13969, "loss": 0.13969, "time": 0.15575} +{"mode": "train", "epoch": 109, "iter": 700, "lr": 0.00441, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.9775, "top5_acc": 0.99688, "loss_cls": 0.13978, "loss": 0.13978, "time": 0.16} +{"mode": "train", "epoch": 109, "iter": 800, "lr": 0.0044, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97812, "top5_acc": 0.99688, "loss_cls": 0.13418, "loss": 0.13418, "time": 0.15821} +{"mode": "train", "epoch": 109, "iter": 900, "lr": 0.00438, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97875, "top5_acc": 0.99938, "loss_cls": 0.11395, "loss": 0.11395, "time": 0.15765} +{"mode": "train", "epoch": 109, "iter": 1000, "lr": 0.00436, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.96938, "top5_acc": 0.99875, "loss_cls": 0.1581, "loss": 0.1581, "time": 0.15685} +{"mode": "train", "epoch": 109, "iter": 1100, "lr": 0.00435, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.975, "top5_acc": 0.99875, "loss_cls": 0.15738, "loss": 0.15738, "time": 0.15553} +{"mode": "val", "epoch": 109, "iter": 169, "lr": 0.00433, "top1_acc": 0.94601, "top5_acc": 0.99741} +{"mode": "train", "epoch": 110, "iter": 100, "lr": 0.00432, "memory": 3566, "data_time": 0.21371, "top1_acc": 0.97938, "top5_acc": 0.99562, "loss_cls": 0.13735, "loss": 0.13735, "time": 0.37618} +{"mode": "train", "epoch": 110, "iter": 200, "lr": 0.0043, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.98438, "top5_acc": 0.99875, "loss_cls": 0.10256, "loss": 0.10256, "time": 0.15877} +{"mode": "train", "epoch": 110, "iter": 300, "lr": 0.00428, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.97125, "top5_acc": 0.99688, "loss_cls": 0.15997, "loss": 0.15997, "time": 0.15763} +{"mode": "train", "epoch": 110, "iter": 400, "lr": 0.00427, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97625, "top5_acc": 0.99625, "loss_cls": 0.14867, "loss": 0.14867, "time": 0.15582} +{"mode": "train", "epoch": 110, "iter": 500, "lr": 0.00425, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97938, "top5_acc": 0.99812, "loss_cls": 0.11933, "loss": 0.11933, "time": 0.15524} +{"mode": "train", "epoch": 110, "iter": 600, "lr": 0.00423, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9875, "top5_acc": 0.99812, "loss_cls": 0.09161, "loss": 0.09161, "time": 0.15544} +{"mode": "train", "epoch": 110, "iter": 700, "lr": 0.00422, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98188, "top5_acc": 0.99938, "loss_cls": 0.10643, "loss": 0.10643, "time": 0.15548} +{"mode": "train", "epoch": 110, "iter": 800, "lr": 0.0042, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98188, "top5_acc": 0.99938, "loss_cls": 0.11337, "loss": 0.11337, "time": 0.156} +{"mode": "train", "epoch": 110, "iter": 900, "lr": 0.00418, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97625, "top5_acc": 0.99812, "loss_cls": 0.14499, "loss": 0.14499, "time": 0.15586} +{"mode": "train", "epoch": 110, "iter": 1000, "lr": 0.00417, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.97812, "top5_acc": 1.0, "loss_cls": 0.1124, "loss": 0.1124, "time": 0.15792} +{"mode": "train", "epoch": 110, "iter": 1100, "lr": 0.00415, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97875, "top5_acc": 0.99812, "loss_cls": 0.12763, "loss": 0.12763, "time": 0.15725} +{"mode": "val", "epoch": 110, "iter": 169, "lr": 0.00414, "top1_acc": 0.95081, "top5_acc": 0.99778} +{"mode": "train", "epoch": 111, "iter": 100, "lr": 0.00412, "memory": 3566, "data_time": 0.21009, "top1_acc": 0.98, "top5_acc": 0.99875, "loss_cls": 0.11925, "loss": 0.11925, "time": 0.37082} +{"mode": "train", "epoch": 111, "iter": 200, "lr": 0.0041, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.09151, "loss": 0.09151, "time": 0.15544} +{"mode": "train", "epoch": 111, "iter": 300, "lr": 0.00409, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98438, "top5_acc": 0.99875, "loss_cls": 0.1052, "loss": 0.1052, "time": 0.1562} +{"mode": "train", "epoch": 111, "iter": 400, "lr": 0.00407, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97375, "top5_acc": 0.9975, "loss_cls": 0.15843, "loss": 0.15843, "time": 0.15625} +{"mode": "train", "epoch": 111, "iter": 500, "lr": 0.00405, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9775, "top5_acc": 0.99938, "loss_cls": 0.13397, "loss": 0.13397, "time": 0.15655} +{"mode": "train", "epoch": 111, "iter": 600, "lr": 0.00404, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97812, "top5_acc": 0.99688, "loss_cls": 0.13456, "loss": 0.13456, "time": 0.1559} +{"mode": "train", "epoch": 111, "iter": 700, "lr": 0.00402, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98, "top5_acc": 0.9975, "loss_cls": 0.124, "loss": 0.124, "time": 0.15614} +{"mode": "train", "epoch": 111, "iter": 800, "lr": 0.004, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98375, "top5_acc": 0.9975, "loss_cls": 0.11475, "loss": 0.11475, "time": 0.1564} +{"mode": "train", "epoch": 111, "iter": 900, "lr": 0.00399, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.97438, "top5_acc": 0.99875, "loss_cls": 0.14694, "loss": 0.14694, "time": 0.1568} +{"mode": "train", "epoch": 111, "iter": 1000, "lr": 0.00397, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.97875, "top5_acc": 0.99875, "loss_cls": 0.1304, "loss": 0.1304, "time": 0.15763} +{"mode": "train", "epoch": 111, "iter": 1100, "lr": 0.00396, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98312, "top5_acc": 0.99812, "loss_cls": 0.11674, "loss": 0.11674, "time": 0.1571} +{"mode": "val", "epoch": 111, "iter": 169, "lr": 0.00394, "top1_acc": 0.94083, "top5_acc": 0.99741} +{"mode": "train", "epoch": 112, "iter": 100, "lr": 0.00393, "memory": 3566, "data_time": 0.21081, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.10967, "loss": 0.10967, "time": 0.37052} +{"mode": "train", "epoch": 112, "iter": 200, "lr": 0.00391, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.985, "top5_acc": 0.99938, "loss_cls": 0.10159, "loss": 0.10159, "time": 0.15598} +{"mode": "train", "epoch": 112, "iter": 300, "lr": 0.00389, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97875, "top5_acc": 0.99812, "loss_cls": 0.1166, "loss": 0.1166, "time": 0.155} +{"mode": "train", "epoch": 112, "iter": 400, "lr": 0.00388, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.10224, "loss": 0.10224, "time": 0.15514} +{"mode": "train", "epoch": 112, "iter": 500, "lr": 0.00386, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.98688, "top5_acc": 0.99938, "loss_cls": 0.09632, "loss": 0.09632, "time": 0.1553} +{"mode": "train", "epoch": 112, "iter": 600, "lr": 0.00385, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.9825, "top5_acc": 0.99938, "loss_cls": 0.11115, "loss": 0.11115, "time": 0.15497} +{"mode": "train", "epoch": 112, "iter": 700, "lr": 0.00383, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.98188, "top5_acc": 0.99812, "loss_cls": 0.11336, "loss": 0.11336, "time": 0.15471} +{"mode": "train", "epoch": 112, "iter": 800, "lr": 0.00381, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.98312, "top5_acc": 0.99812, "loss_cls": 0.10243, "loss": 0.10243, "time": 0.15514} +{"mode": "train", "epoch": 112, "iter": 900, "lr": 0.0038, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.98312, "top5_acc": 0.9975, "loss_cls": 0.11491, "loss": 0.11491, "time": 0.15538} +{"mode": "train", "epoch": 112, "iter": 1000, "lr": 0.00378, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9775, "top5_acc": 0.99875, "loss_cls": 0.12206, "loss": 0.12206, "time": 0.15631} +{"mode": "train", "epoch": 112, "iter": 1100, "lr": 0.00377, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9825, "top5_acc": 0.9975, "loss_cls": 0.12039, "loss": 0.12039, "time": 0.15671} +{"mode": "val", "epoch": 112, "iter": 169, "lr": 0.00375, "top1_acc": 0.9571, "top5_acc": 0.99704} +{"mode": "train", "epoch": 113, "iter": 100, "lr": 0.00374, "memory": 3566, "data_time": 0.20972, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.09685, "loss": 0.09685, "time": 0.3699} +{"mode": "train", "epoch": 113, "iter": 200, "lr": 0.00372, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.98188, "top5_acc": 0.99625, "loss_cls": 0.12619, "loss": 0.12619, "time": 0.15694} +{"mode": "train", "epoch": 113, "iter": 300, "lr": 0.00371, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9875, "top5_acc": 0.99875, "loss_cls": 0.11081, "loss": 0.11081, "time": 0.15694} +{"mode": "train", "epoch": 113, "iter": 400, "lr": 0.00369, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98875, "top5_acc": 0.99875, "loss_cls": 0.08265, "loss": 0.08265, "time": 0.15733} +{"mode": "train", "epoch": 113, "iter": 500, "lr": 0.00368, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.09444, "loss": 0.09444, "time": 0.15713} +{"mode": "train", "epoch": 113, "iter": 600, "lr": 0.00366, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98562, "top5_acc": 0.9975, "loss_cls": 0.11519, "loss": 0.11519, "time": 0.15634} +{"mode": "train", "epoch": 113, "iter": 700, "lr": 0.00364, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98625, "top5_acc": 0.99875, "loss_cls": 0.0778, "loss": 0.0778, "time": 0.15621} +{"mode": "train", "epoch": 113, "iter": 800, "lr": 0.00363, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98062, "top5_acc": 0.99562, "loss_cls": 0.14298, "loss": 0.14298, "time": 0.15629} +{"mode": "train", "epoch": 113, "iter": 900, "lr": 0.00361, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.10129, "loss": 0.10129, "time": 0.15618} +{"mode": "train", "epoch": 113, "iter": 1000, "lr": 0.0036, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97938, "top5_acc": 0.99875, "loss_cls": 0.11287, "loss": 0.11287, "time": 0.15712} +{"mode": "train", "epoch": 113, "iter": 1100, "lr": 0.00358, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98312, "top5_acc": 0.99812, "loss_cls": 0.11963, "loss": 0.11963, "time": 0.15668} +{"mode": "val", "epoch": 113, "iter": 169, "lr": 0.00357, "top1_acc": 0.95007, "top5_acc": 0.99815} +{"mode": "train", "epoch": 114, "iter": 100, "lr": 0.00355, "memory": 3566, "data_time": 0.21373, "top1_acc": 0.985, "top5_acc": 0.99812, "loss_cls": 0.09579, "loss": 0.09579, "time": 0.37385} +{"mode": "train", "epoch": 114, "iter": 200, "lr": 0.00354, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98375, "top5_acc": 0.99875, "loss_cls": 0.09874, "loss": 0.09874, "time": 0.1566} +{"mode": "train", "epoch": 114, "iter": 300, "lr": 0.00352, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.98438, "top5_acc": 0.99875, "loss_cls": 0.08894, "loss": 0.08894, "time": 0.15968} +{"mode": "train", "epoch": 114, "iter": 400, "lr": 0.00351, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98375, "top5_acc": 0.99812, "loss_cls": 0.08741, "loss": 0.08741, "time": 0.15667} +{"mode": "train", "epoch": 114, "iter": 500, "lr": 0.00349, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98438, "top5_acc": 0.99875, "loss_cls": 0.09255, "loss": 0.09255, "time": 0.15638} +{"mode": "train", "epoch": 114, "iter": 600, "lr": 0.00348, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98062, "top5_acc": 0.9975, "loss_cls": 0.10998, "loss": 0.10998, "time": 0.15625} +{"mode": "train", "epoch": 114, "iter": 700, "lr": 0.00346, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98625, "top5_acc": 0.99812, "loss_cls": 0.09925, "loss": 0.09925, "time": 0.15614} +{"mode": "train", "epoch": 114, "iter": 800, "lr": 0.00345, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98312, "top5_acc": 0.99812, "loss_cls": 0.11813, "loss": 0.11813, "time": 0.15631} +{"mode": "train", "epoch": 114, "iter": 900, "lr": 0.00343, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98312, "top5_acc": 0.99875, "loss_cls": 0.10846, "loss": 0.10846, "time": 0.15691} +{"mode": "train", "epoch": 114, "iter": 1000, "lr": 0.00342, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.97938, "top5_acc": 0.99812, "loss_cls": 0.12069, "loss": 0.12069, "time": 0.15779} +{"mode": "train", "epoch": 114, "iter": 1100, "lr": 0.0034, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.975, "top5_acc": 0.99688, "loss_cls": 0.15858, "loss": 0.15858, "time": 0.15643} +{"mode": "val", "epoch": 114, "iter": 169, "lr": 0.00339, "top1_acc": 0.95155, "top5_acc": 0.99741} +{"mode": "train", "epoch": 115, "iter": 100, "lr": 0.00337, "memory": 3566, "data_time": 0.21358, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.07228, "loss": 0.07228, "time": 0.37293} +{"mode": "train", "epoch": 115, "iter": 200, "lr": 0.00336, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.98812, "top5_acc": 0.99875, "loss_cls": 0.07923, "loss": 0.07923, "time": 0.15676} +{"mode": "train", "epoch": 115, "iter": 300, "lr": 0.00334, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.985, "top5_acc": 0.9975, "loss_cls": 0.1067, "loss": 0.1067, "time": 0.15572} +{"mode": "train", "epoch": 115, "iter": 400, "lr": 0.00333, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.98438, "top5_acc": 1.0, "loss_cls": 0.09764, "loss": 0.09764, "time": 0.15633} +{"mode": "train", "epoch": 115, "iter": 500, "lr": 0.00331, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97812, "top5_acc": 0.99938, "loss_cls": 0.12739, "loss": 0.12739, "time": 0.15631} +{"mode": "train", "epoch": 115, "iter": 600, "lr": 0.0033, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98688, "top5_acc": 0.99938, "loss_cls": 0.09518, "loss": 0.09518, "time": 0.1563} +{"mode": "train", "epoch": 115, "iter": 700, "lr": 0.00328, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.10292, "loss": 0.10292, "time": 0.15662} +{"mode": "train", "epoch": 115, "iter": 800, "lr": 0.00327, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98438, "top5_acc": 0.9975, "loss_cls": 0.10535, "loss": 0.10535, "time": 0.15648} +{"mode": "train", "epoch": 115, "iter": 900, "lr": 0.00325, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97938, "top5_acc": 0.99938, "loss_cls": 0.11369, "loss": 0.11369, "time": 0.15634} +{"mode": "train", "epoch": 115, "iter": 1000, "lr": 0.00324, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.98438, "top5_acc": 0.99938, "loss_cls": 0.11292, "loss": 0.11292, "time": 0.15678} +{"mode": "train", "epoch": 115, "iter": 1100, "lr": 0.00322, "memory": 3566, "data_time": 0.00016, "top1_acc": 0.98562, "top5_acc": 0.99875, "loss_cls": 0.09695, "loss": 0.09695, "time": 0.15609} +{"mode": "val", "epoch": 115, "iter": 169, "lr": 0.00321, "top1_acc": 0.95229, "top5_acc": 0.99778} +{"mode": "train", "epoch": 116, "iter": 100, "lr": 0.0032, "memory": 3566, "data_time": 0.21466, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.08065, "loss": 0.08065, "time": 0.3746} +{"mode": "train", "epoch": 116, "iter": 200, "lr": 0.00318, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98688, "top5_acc": 0.99938, "loss_cls": 0.08238, "loss": 0.08238, "time": 0.15542} +{"mode": "train", "epoch": 116, "iter": 300, "lr": 0.00317, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98688, "top5_acc": 0.99938, "loss_cls": 0.08273, "loss": 0.08273, "time": 0.15523} +{"mode": "train", "epoch": 116, "iter": 400, "lr": 0.00315, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97938, "top5_acc": 0.99812, "loss_cls": 0.10789, "loss": 0.10789, "time": 0.15526} +{"mode": "train", "epoch": 116, "iter": 500, "lr": 0.00314, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99062, "top5_acc": 0.99875, "loss_cls": 0.07853, "loss": 0.07853, "time": 0.15555} +{"mode": "train", "epoch": 116, "iter": 600, "lr": 0.00312, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.07942, "loss": 0.07942, "time": 0.15555} +{"mode": "train", "epoch": 116, "iter": 700, "lr": 0.00311, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98625, "top5_acc": 0.99812, "loss_cls": 0.08134, "loss": 0.08134, "time": 0.1556} +{"mode": "train", "epoch": 116, "iter": 800, "lr": 0.00309, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98875, "top5_acc": 0.99875, "loss_cls": 0.07224, "loss": 0.07224, "time": 0.15565} +{"mode": "train", "epoch": 116, "iter": 900, "lr": 0.00308, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98, "top5_acc": 0.99875, "loss_cls": 0.10587, "loss": 0.10587, "time": 0.15571} +{"mode": "train", "epoch": 116, "iter": 1000, "lr": 0.00306, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98438, "top5_acc": 0.99875, "loss_cls": 0.09741, "loss": 0.09741, "time": 0.15669} +{"mode": "train", "epoch": 116, "iter": 1100, "lr": 0.00305, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.985, "top5_acc": 0.99812, "loss_cls": 0.0971, "loss": 0.0971, "time": 0.15758} +{"mode": "val", "epoch": 116, "iter": 169, "lr": 0.00304, "top1_acc": 0.95192, "top5_acc": 0.99704} +{"mode": "train", "epoch": 117, "iter": 100, "lr": 0.00302, "memory": 3566, "data_time": 0.21711, "top1_acc": 0.98688, "top5_acc": 0.99938, "loss_cls": 0.07865, "loss": 0.07865, "time": 0.38078} +{"mode": "train", "epoch": 117, "iter": 200, "lr": 0.00301, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.98875, "top5_acc": 0.99875, "loss_cls": 0.0845, "loss": 0.0845, "time": 0.15719} +{"mode": "train", "epoch": 117, "iter": 300, "lr": 0.00299, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.09243, "loss": 0.09243, "time": 0.15701} +{"mode": "train", "epoch": 117, "iter": 400, "lr": 0.00298, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.98812, "top5_acc": 0.99875, "loss_cls": 0.08938, "loss": 0.08938, "time": 0.15694} +{"mode": "train", "epoch": 117, "iter": 500, "lr": 0.00297, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.98562, "top5_acc": 1.0, "loss_cls": 0.09171, "loss": 0.09171, "time": 0.155} +{"mode": "train", "epoch": 117, "iter": 600, "lr": 0.00295, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.99062, "top5_acc": 0.99875, "loss_cls": 0.0626, "loss": 0.0626, "time": 0.15502} +{"mode": "train", "epoch": 117, "iter": 700, "lr": 0.00294, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.05919, "loss": 0.05919, "time": 0.15887} +{"mode": "train", "epoch": 117, "iter": 800, "lr": 0.00292, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.98562, "top5_acc": 0.99875, "loss_cls": 0.07671, "loss": 0.07671, "time": 0.15935} +{"mode": "train", "epoch": 117, "iter": 900, "lr": 0.00291, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.97938, "top5_acc": 0.99875, "loss_cls": 0.10695, "loss": 0.10695, "time": 0.15595} +{"mode": "train", "epoch": 117, "iter": 1000, "lr": 0.00289, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.97938, "top5_acc": 0.99875, "loss_cls": 0.11092, "loss": 0.11092, "time": 0.15705} +{"mode": "train", "epoch": 117, "iter": 1100, "lr": 0.00288, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98, "top5_acc": 0.99812, "loss_cls": 0.10866, "loss": 0.10866, "time": 0.15697} +{"mode": "val", "epoch": 117, "iter": 169, "lr": 0.00287, "top1_acc": 0.95081, "top5_acc": 0.99815} +{"mode": "train", "epoch": 118, "iter": 100, "lr": 0.00285, "memory": 3566, "data_time": 0.21202, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.06866, "loss": 0.06866, "time": 0.37198} +{"mode": "train", "epoch": 118, "iter": 200, "lr": 0.00284, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.06519, "loss": 0.06519, "time": 0.15768} +{"mode": "train", "epoch": 118, "iter": 300, "lr": 0.00283, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.985, "top5_acc": 0.99875, "loss_cls": 0.09483, "loss": 0.09483, "time": 0.15593} +{"mode": "train", "epoch": 118, "iter": 400, "lr": 0.00281, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.07715, "loss": 0.07715, "time": 0.15571} +{"mode": "train", "epoch": 118, "iter": 500, "lr": 0.0028, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9775, "top5_acc": 0.99688, "loss_cls": 0.12197, "loss": 0.12197, "time": 0.15566} +{"mode": "train", "epoch": 118, "iter": 600, "lr": 0.00278, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.0829, "loss": 0.0829, "time": 0.15595} +{"mode": "train", "epoch": 118, "iter": 700, "lr": 0.00277, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9825, "top5_acc": 0.99875, "loss_cls": 0.08692, "loss": 0.08692, "time": 0.15628} +{"mode": "train", "epoch": 118, "iter": 800, "lr": 0.00276, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98562, "top5_acc": 0.99875, "loss_cls": 0.08817, "loss": 0.08817, "time": 0.15583} +{"mode": "train", "epoch": 118, "iter": 900, "lr": 0.00274, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.98312, "top5_acc": 0.99625, "loss_cls": 0.10298, "loss": 0.10298, "time": 0.15793} +{"mode": "train", "epoch": 118, "iter": 1000, "lr": 0.00273, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98562, "top5_acc": 0.99938, "loss_cls": 0.07787, "loss": 0.07787, "time": 0.15722} +{"mode": "train", "epoch": 118, "iter": 1100, "lr": 0.00271, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.06535, "loss": 0.06535, "time": 0.15654} +{"mode": "val", "epoch": 118, "iter": 169, "lr": 0.0027, "top1_acc": 0.94859, "top5_acc": 0.99667} +{"mode": "train", "epoch": 119, "iter": 100, "lr": 0.00269, "memory": 3566, "data_time": 0.21671, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.07371, "loss": 0.07371, "time": 0.37646} +{"mode": "train", "epoch": 119, "iter": 200, "lr": 0.00268, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98875, "top5_acc": 0.99938, "loss_cls": 0.08124, "loss": 0.08124, "time": 0.15618} +{"mode": "train", "epoch": 119, "iter": 300, "lr": 0.00266, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.07197, "loss": 0.07197, "time": 0.1567} +{"mode": "train", "epoch": 119, "iter": 400, "lr": 0.00265, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.06415, "loss": 0.06415, "time": 0.15628} +{"mode": "train", "epoch": 119, "iter": 500, "lr": 0.00264, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.08293, "loss": 0.08293, "time": 0.15658} +{"mode": "train", "epoch": 119, "iter": 600, "lr": 0.00262, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98625, "top5_acc": 0.99875, "loss_cls": 0.08516, "loss": 0.08516, "time": 0.15573} +{"mode": "train", "epoch": 119, "iter": 700, "lr": 0.00261, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98562, "top5_acc": 0.99938, "loss_cls": 0.08123, "loss": 0.08123, "time": 0.15669} +{"mode": "train", "epoch": 119, "iter": 800, "lr": 0.00259, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.985, "top5_acc": 0.99938, "loss_cls": 0.08777, "loss": 0.08777, "time": 0.1577} +{"mode": "train", "epoch": 119, "iter": 900, "lr": 0.00258, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9875, "top5_acc": 0.99875, "loss_cls": 0.07667, "loss": 0.07667, "time": 0.15674} +{"mode": "train", "epoch": 119, "iter": 1000, "lr": 0.00257, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98812, "top5_acc": 0.99875, "loss_cls": 0.07539, "loss": 0.07539, "time": 0.15734} +{"mode": "train", "epoch": 119, "iter": 1100, "lr": 0.00255, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.98812, "top5_acc": 0.99875, "loss_cls": 0.07012, "loss": 0.07012, "time": 0.1567} +{"mode": "val", "epoch": 119, "iter": 169, "lr": 0.00254, "top1_acc": 0.95266, "top5_acc": 0.99704} +{"mode": "train", "epoch": 120, "iter": 100, "lr": 0.00253, "memory": 3566, "data_time": 0.21502, "top1_acc": 0.98625, "top5_acc": 1.0, "loss_cls": 0.08429, "loss": 0.08429, "time": 0.37483} +{"mode": "train", "epoch": 120, "iter": 200, "lr": 0.00252, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98812, "top5_acc": 0.99875, "loss_cls": 0.06464, "loss": 0.06464, "time": 0.1566} +{"mode": "train", "epoch": 120, "iter": 300, "lr": 0.0025, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98375, "top5_acc": 0.99688, "loss_cls": 0.09263, "loss": 0.09263, "time": 0.15612} +{"mode": "train", "epoch": 120, "iter": 400, "lr": 0.00249, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.06895, "loss": 0.06895, "time": 0.15682} +{"mode": "train", "epoch": 120, "iter": 500, "lr": 0.00248, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98625, "top5_acc": 0.99625, "loss_cls": 0.08898, "loss": 0.08898, "time": 0.15655} +{"mode": "train", "epoch": 120, "iter": 600, "lr": 0.00246, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99125, "top5_acc": 0.99812, "loss_cls": 0.06916, "loss": 0.06916, "time": 0.15597} +{"mode": "train", "epoch": 120, "iter": 700, "lr": 0.00245, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.07845, "loss": 0.07845, "time": 0.15621} +{"mode": "train", "epoch": 120, "iter": 800, "lr": 0.00244, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99062, "top5_acc": 0.99875, "loss_cls": 0.06526, "loss": 0.06526, "time": 0.15658} +{"mode": "train", "epoch": 120, "iter": 900, "lr": 0.00242, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.05165, "loss": 0.05165, "time": 0.15649} +{"mode": "train", "epoch": 120, "iter": 1000, "lr": 0.00241, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98625, "top5_acc": 0.99875, "loss_cls": 0.07336, "loss": 0.07336, "time": 0.15632} +{"mode": "train", "epoch": 120, "iter": 1100, "lr": 0.0024, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98875, "top5_acc": 0.99938, "loss_cls": 0.0714, "loss": 0.0714, "time": 0.1577} +{"mode": "val", "epoch": 120, "iter": 169, "lr": 0.00239, "top1_acc": 0.95118, "top5_acc": 0.99667} +{"mode": "train", "epoch": 121, "iter": 100, "lr": 0.00237, "memory": 3566, "data_time": 0.21833, "top1_acc": 0.98688, "top5_acc": 1.0, "loss_cls": 0.07175, "loss": 0.07175, "time": 0.37739} +{"mode": "train", "epoch": 121, "iter": 200, "lr": 0.00236, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.06887, "loss": 0.06887, "time": 0.15658} +{"mode": "train", "epoch": 121, "iter": 300, "lr": 0.00235, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99188, "top5_acc": 0.99875, "loss_cls": 0.05918, "loss": 0.05918, "time": 0.15584} +{"mode": "train", "epoch": 121, "iter": 400, "lr": 0.00234, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.05375, "loss": 0.05375, "time": 0.15585} +{"mode": "train", "epoch": 121, "iter": 500, "lr": 0.00232, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98438, "top5_acc": 0.99875, "loss_cls": 0.07176, "loss": 0.07176, "time": 0.15603} +{"mode": "train", "epoch": 121, "iter": 600, "lr": 0.00231, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98375, "top5_acc": 0.9975, "loss_cls": 0.1003, "loss": 0.1003, "time": 0.15555} +{"mode": "train", "epoch": 121, "iter": 700, "lr": 0.0023, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98875, "top5_acc": 1.0, "loss_cls": 0.0689, "loss": 0.0689, "time": 0.15588} +{"mode": "train", "epoch": 121, "iter": 800, "lr": 0.00228, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98875, "top5_acc": 0.99875, "loss_cls": 0.06552, "loss": 0.06552, "time": 0.15581} +{"mode": "train", "epoch": 121, "iter": 900, "lr": 0.00227, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05169, "loss": 0.05169, "time": 0.1558} +{"mode": "train", "epoch": 121, "iter": 1000, "lr": 0.00226, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99, "top5_acc": 0.99938, "loss_cls": 0.06934, "loss": 0.06934, "time": 0.15578} +{"mode": "train", "epoch": 121, "iter": 1100, "lr": 0.00225, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.98375, "top5_acc": 1.0, "loss_cls": 0.07845, "loss": 0.07845, "time": 0.1567} +{"mode": "val", "epoch": 121, "iter": 169, "lr": 0.00224, "top1_acc": 0.95155, "top5_acc": 0.9963} +{"mode": "train", "epoch": 122, "iter": 100, "lr": 0.00222, "memory": 3566, "data_time": 0.21567, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.06345, "loss": 0.06345, "time": 0.37552} +{"mode": "train", "epoch": 122, "iter": 200, "lr": 0.00221, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.06879, "loss": 0.06879, "time": 0.15643} +{"mode": "train", "epoch": 122, "iter": 300, "lr": 0.0022, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98688, "top5_acc": 0.9975, "loss_cls": 0.0862, "loss": 0.0862, "time": 0.15631} +{"mode": "train", "epoch": 122, "iter": 400, "lr": 0.00219, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.985, "top5_acc": 0.99938, "loss_cls": 0.08237, "loss": 0.08237, "time": 0.15597} +{"mode": "train", "epoch": 122, "iter": 500, "lr": 0.00217, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9875, "top5_acc": 0.9975, "loss_cls": 0.07506, "loss": 0.07506, "time": 0.1552} +{"mode": "train", "epoch": 122, "iter": 600, "lr": 0.00216, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9875, "top5_acc": 0.99875, "loss_cls": 0.0773, "loss": 0.0773, "time": 0.15539} +{"mode": "train", "epoch": 122, "iter": 700, "lr": 0.00215, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.0672, "loss": 0.0672, "time": 0.15592} +{"mode": "train", "epoch": 122, "iter": 800, "lr": 0.00214, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9875, "top5_acc": 0.99875, "loss_cls": 0.078, "loss": 0.078, "time": 0.15539} +{"mode": "train", "epoch": 122, "iter": 900, "lr": 0.00212, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99, "top5_acc": 0.99938, "loss_cls": 0.06232, "loss": 0.06232, "time": 0.15572} +{"mode": "train", "epoch": 122, "iter": 1000, "lr": 0.00211, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.08279, "loss": 0.08279, "time": 0.15672} +{"mode": "train", "epoch": 122, "iter": 1100, "lr": 0.0021, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 0.99875, "loss_cls": 0.07387, "loss": 0.07387, "time": 0.15709} +{"mode": "val", "epoch": 122, "iter": 169, "lr": 0.00209, "top1_acc": 0.95488, "top5_acc": 0.99667} +{"mode": "train", "epoch": 123, "iter": 100, "lr": 0.00208, "memory": 3566, "data_time": 0.21719, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.06086, "loss": 0.06086, "time": 0.37665} +{"mode": "train", "epoch": 123, "iter": 200, "lr": 0.00206, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.98938, "top5_acc": 0.99875, "loss_cls": 0.07605, "loss": 0.07605, "time": 0.15581} +{"mode": "train", "epoch": 123, "iter": 300, "lr": 0.00205, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98875, "top5_acc": 0.99812, "loss_cls": 0.06842, "loss": 0.06842, "time": 0.15588} +{"mode": "train", "epoch": 123, "iter": 400, "lr": 0.00204, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9925, "top5_acc": 0.99875, "loss_cls": 0.04527, "loss": 0.04527, "time": 0.1559} +{"mode": "train", "epoch": 123, "iter": 500, "lr": 0.00203, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98875, "top5_acc": 0.99875, "loss_cls": 0.07119, "loss": 0.07119, "time": 0.15572} +{"mode": "train", "epoch": 123, "iter": 600, "lr": 0.00202, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99875, "loss_cls": 0.04693, "loss": 0.04693, "time": 0.1557} +{"mode": "train", "epoch": 123, "iter": 700, "lr": 0.002, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.05969, "loss": 0.05969, "time": 0.15553} +{"mode": "train", "epoch": 123, "iter": 800, "lr": 0.00199, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98625, "top5_acc": 0.99688, "loss_cls": 0.08011, "loss": 0.08011, "time": 0.15581} +{"mode": "train", "epoch": 123, "iter": 900, "lr": 0.00198, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.06421, "loss": 0.06421, "time": 0.15613} +{"mode": "train", "epoch": 123, "iter": 1000, "lr": 0.00197, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.0713, "loss": 0.0713, "time": 0.15626} +{"mode": "train", "epoch": 123, "iter": 1100, "lr": 0.00196, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.06802, "loss": 0.06802, "time": 0.15683} +{"mode": "val", "epoch": 123, "iter": 169, "lr": 0.00195, "top1_acc": 0.94342, "top5_acc": 0.99445} +{"mode": "train", "epoch": 124, "iter": 100, "lr": 0.00193, "memory": 3566, "data_time": 0.21731, "top1_acc": 0.99188, "top5_acc": 0.99812, "loss_cls": 0.05311, "loss": 0.05311, "time": 0.37644} +{"mode": "train", "epoch": 124, "iter": 200, "lr": 0.00192, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.99188, "top5_acc": 0.99812, "loss_cls": 0.05223, "loss": 0.05223, "time": 0.15487} +{"mode": "train", "epoch": 124, "iter": 300, "lr": 0.00191, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.98812, "top5_acc": 0.99875, "loss_cls": 0.08026, "loss": 0.08026, "time": 0.15532} +{"mode": "train", "epoch": 124, "iter": 400, "lr": 0.0019, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.05927, "loss": 0.05927, "time": 0.1556} +{"mode": "train", "epoch": 124, "iter": 500, "lr": 0.00189, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.06159, "loss": 0.06159, "time": 0.15511} +{"mode": "train", "epoch": 124, "iter": 600, "lr": 0.00188, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.99, "top5_acc": 0.99875, "loss_cls": 0.06058, "loss": 0.06058, "time": 0.1559} +{"mode": "train", "epoch": 124, "iter": 700, "lr": 0.00186, "memory": 3566, "data_time": 0.00023, "top1_acc": 0.99, "top5_acc": 0.99812, "loss_cls": 0.06197, "loss": 0.06197, "time": 0.15583} +{"mode": "train", "epoch": 124, "iter": 800, "lr": 0.00185, "memory": 3566, "data_time": 0.00024, "top1_acc": 0.98688, "top5_acc": 0.99938, "loss_cls": 0.07554, "loss": 0.07554, "time": 0.15614} +{"mode": "train", "epoch": 124, "iter": 900, "lr": 0.00184, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.07609, "loss": 0.07609, "time": 0.15674} +{"mode": "train", "epoch": 124, "iter": 1000, "lr": 0.00183, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9875, "top5_acc": 0.99938, "loss_cls": 0.07767, "loss": 0.07767, "time": 0.15795} +{"mode": "train", "epoch": 124, "iter": 1100, "lr": 0.00182, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9875, "top5_acc": 0.99812, "loss_cls": 0.07615, "loss": 0.07615, "time": 0.15709} +{"mode": "val", "epoch": 124, "iter": 169, "lr": 0.00181, "top1_acc": 0.9375, "top5_acc": 0.99519} +{"mode": "train", "epoch": 125, "iter": 100, "lr": 0.0018, "memory": 3566, "data_time": 0.21771, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.05258, "loss": 0.05258, "time": 0.37761} +{"mode": "train", "epoch": 125, "iter": 200, "lr": 0.00179, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.04688, "loss": 0.04688, "time": 0.15612} +{"mode": "train", "epoch": 125, "iter": 300, "lr": 0.00177, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.07048, "loss": 0.07048, "time": 0.15609} +{"mode": "train", "epoch": 125, "iter": 400, "lr": 0.00176, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98625, "top5_acc": 0.99875, "loss_cls": 0.06672, "loss": 0.06672, "time": 0.15607} +{"mode": "train", "epoch": 125, "iter": 500, "lr": 0.00175, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.06296, "loss": 0.06296, "time": 0.15599} +{"mode": "train", "epoch": 125, "iter": 600, "lr": 0.00174, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99, "top5_acc": 0.99938, "loss_cls": 0.05892, "loss": 0.05892, "time": 0.15603} +{"mode": "train", "epoch": 125, "iter": 700, "lr": 0.00173, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9875, "top5_acc": 0.99875, "loss_cls": 0.08075, "loss": 0.08075, "time": 0.15593} +{"mode": "train", "epoch": 125, "iter": 800, "lr": 0.00172, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05782, "loss": 0.05782, "time": 0.15603} +{"mode": "train", "epoch": 125, "iter": 900, "lr": 0.00171, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.04596, "loss": 0.04596, "time": 0.15578} +{"mode": "train", "epoch": 125, "iter": 1000, "lr": 0.00169, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99188, "top5_acc": 0.99875, "loss_cls": 0.05678, "loss": 0.05678, "time": 0.15775} +{"mode": "train", "epoch": 125, "iter": 1100, "lr": 0.00168, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.05771, "loss": 0.05771, "time": 0.15731} +{"mode": "val", "epoch": 125, "iter": 169, "lr": 0.00167, "top1_acc": 0.95229, "top5_acc": 0.99778} +{"mode": "train", "epoch": 126, "iter": 100, "lr": 0.00166, "memory": 3566, "data_time": 0.21649, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.07396, "loss": 0.07396, "time": 0.37573} +{"mode": "train", "epoch": 126, "iter": 200, "lr": 0.00165, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.05953, "loss": 0.05953, "time": 0.15549} +{"mode": "train", "epoch": 126, "iter": 300, "lr": 0.00164, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9925, "top5_acc": 0.9975, "loss_cls": 0.06818, "loss": 0.06818, "time": 0.15559} +{"mode": "train", "epoch": 126, "iter": 400, "lr": 0.00163, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9925, "top5_acc": 0.99812, "loss_cls": 0.06106, "loss": 0.06106, "time": 0.15574} +{"mode": "train", "epoch": 126, "iter": 500, "lr": 0.00162, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.0528, "loss": 0.0528, "time": 0.15607} +{"mode": "train", "epoch": 126, "iter": 600, "lr": 0.00161, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.05121, "loss": 0.05121, "time": 0.15578} +{"mode": "train", "epoch": 126, "iter": 700, "lr": 0.0016, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.04595, "loss": 0.04595, "time": 0.15617} +{"mode": "train", "epoch": 126, "iter": 800, "lr": 0.00159, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05021, "loss": 0.05021, "time": 0.1561} +{"mode": "train", "epoch": 126, "iter": 900, "lr": 0.00158, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.0664, "loss": 0.0664, "time": 0.15633} +{"mode": "train", "epoch": 126, "iter": 1000, "lr": 0.00157, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.06411, "loss": 0.06411, "time": 0.1562} +{"mode": "train", "epoch": 126, "iter": 1100, "lr": 0.00155, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.0533, "loss": 0.0533, "time": 0.1559} +{"mode": "val", "epoch": 126, "iter": 169, "lr": 0.00155, "top1_acc": 0.95451, "top5_acc": 0.99778} +{"mode": "train", "epoch": 127, "iter": 100, "lr": 0.00154, "memory": 3566, "data_time": 0.21521, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.0482, "loss": 0.0482, "time": 0.37724} +{"mode": "train", "epoch": 127, "iter": 200, "lr": 0.00152, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.05034, "loss": 0.05034, "time": 0.15713} +{"mode": "train", "epoch": 127, "iter": 300, "lr": 0.00151, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.05051, "loss": 0.05051, "time": 0.1566} +{"mode": "train", "epoch": 127, "iter": 400, "lr": 0.0015, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.05824, "loss": 0.05824, "time": 0.15591} +{"mode": "train", "epoch": 127, "iter": 500, "lr": 0.00149, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.99, "top5_acc": 0.99938, "loss_cls": 0.05305, "loss": 0.05305, "time": 0.15624} +{"mode": "train", "epoch": 127, "iter": 600, "lr": 0.00148, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9875, "top5_acc": 0.99875, "loss_cls": 0.07615, "loss": 0.07615, "time": 0.15647} +{"mode": "train", "epoch": 127, "iter": 700, "lr": 0.00147, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.04972, "loss": 0.04972, "time": 0.15644} +{"mode": "train", "epoch": 127, "iter": 800, "lr": 0.00146, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.98938, "top5_acc": 0.99875, "loss_cls": 0.05874, "loss": 0.05874, "time": 0.15745} +{"mode": "train", "epoch": 127, "iter": 900, "lr": 0.00145, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.06162, "loss": 0.06162, "time": 0.15699} +{"mode": "train", "epoch": 127, "iter": 1000, "lr": 0.00144, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99188, "top5_acc": 0.99875, "loss_cls": 0.05315, "loss": 0.05315, "time": 0.15789} +{"mode": "train", "epoch": 127, "iter": 1100, "lr": 0.00143, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.07139, "loss": 0.07139, "time": 0.15615} +{"mode": "val", "epoch": 127, "iter": 169, "lr": 0.00142, "top1_acc": 0.95451, "top5_acc": 0.99704} +{"mode": "train", "epoch": 128, "iter": 100, "lr": 0.00141, "memory": 3566, "data_time": 0.2215, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.06445, "loss": 0.06445, "time": 0.38002} +{"mode": "train", "epoch": 128, "iter": 200, "lr": 0.0014, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.05215, "loss": 0.05215, "time": 0.15502} +{"mode": "train", "epoch": 128, "iter": 300, "lr": 0.00139, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.04386, "loss": 0.04386, "time": 0.15516} +{"mode": "train", "epoch": 128, "iter": 400, "lr": 0.00138, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.03271, "loss": 0.03271, "time": 0.15523} +{"mode": "train", "epoch": 128, "iter": 500, "lr": 0.00137, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98812, "top5_acc": 0.99812, "loss_cls": 0.06944, "loss": 0.06944, "time": 0.1557} +{"mode": "train", "epoch": 128, "iter": 600, "lr": 0.00136, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98812, "top5_acc": 0.99938, "loss_cls": 0.06368, "loss": 0.06368, "time": 0.15564} +{"mode": "train", "epoch": 128, "iter": 700, "lr": 0.00135, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.03856, "loss": 0.03856, "time": 0.1556} +{"mode": "train", "epoch": 128, "iter": 800, "lr": 0.00134, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.05612, "loss": 0.05612, "time": 0.15575} +{"mode": "train", "epoch": 128, "iter": 900, "lr": 0.00133, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.98812, "top5_acc": 1.0, "loss_cls": 0.07097, "loss": 0.07097, "time": 0.15565} +{"mode": "train", "epoch": 128, "iter": 1000, "lr": 0.00132, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.0545, "loss": 0.0545, "time": 0.15649} +{"mode": "train", "epoch": 128, "iter": 1100, "lr": 0.00131, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98875, "top5_acc": 0.99875, "loss_cls": 0.06577, "loss": 0.06577, "time": 0.15739} +{"mode": "val", "epoch": 128, "iter": 169, "lr": 0.0013, "top1_acc": 0.9497, "top5_acc": 0.99593} +{"mode": "train", "epoch": 129, "iter": 100, "lr": 0.00129, "memory": 3566, "data_time": 0.21555, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.04037, "loss": 0.04037, "time": 0.37503} +{"mode": "train", "epoch": 129, "iter": 200, "lr": 0.00128, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.04926, "loss": 0.04926, "time": 0.15589} +{"mode": "train", "epoch": 129, "iter": 300, "lr": 0.00127, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.04921, "loss": 0.04921, "time": 0.15587} +{"mode": "train", "epoch": 129, "iter": 400, "lr": 0.00126, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99188, "top5_acc": 0.99812, "loss_cls": 0.05404, "loss": 0.05404, "time": 0.15668} +{"mode": "train", "epoch": 129, "iter": 500, "lr": 0.00125, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.04911, "loss": 0.04911, "time": 0.15611} +{"mode": "train", "epoch": 129, "iter": 600, "lr": 0.00125, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.04527, "loss": 0.04527, "time": 0.15738} +{"mode": "train", "epoch": 129, "iter": 700, "lr": 0.00124, "memory": 3566, "data_time": 0.00024, "top1_acc": 0.99312, "top5_acc": 0.99875, "loss_cls": 0.05733, "loss": 0.05733, "time": 0.15803} +{"mode": "train", "epoch": 129, "iter": 800, "lr": 0.00123, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99312, "top5_acc": 0.99812, "loss_cls": 0.04316, "loss": 0.04316, "time": 0.15698} +{"mode": "train", "epoch": 129, "iter": 900, "lr": 0.00122, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.03857, "loss": 0.03857, "time": 0.15601} +{"mode": "train", "epoch": 129, "iter": 1000, "lr": 0.00121, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.03535, "loss": 0.03535, "time": 0.15628} +{"mode": "train", "epoch": 129, "iter": 1100, "lr": 0.0012, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99688, "top5_acc": 0.99938, "loss_cls": 0.03765, "loss": 0.03765, "time": 0.15504} +{"mode": "val", "epoch": 129, "iter": 169, "lr": 0.00119, "top1_acc": 0.95858, "top5_acc": 0.99667} +{"mode": "train", "epoch": 130, "iter": 100, "lr": 0.00118, "memory": 3566, "data_time": 0.21687, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.04263, "loss": 0.04263, "time": 0.37745} +{"mode": "train", "epoch": 130, "iter": 200, "lr": 0.00117, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.9925, "top5_acc": 0.99875, "loss_cls": 0.04388, "loss": 0.04388, "time": 0.1558} +{"mode": "train", "epoch": 130, "iter": 300, "lr": 0.00116, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.04086, "loss": 0.04086, "time": 0.15603} +{"mode": "train", "epoch": 130, "iter": 400, "lr": 0.00115, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.03955, "loss": 0.03955, "time": 0.15608} +{"mode": "train", "epoch": 130, "iter": 500, "lr": 0.00114, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.04343, "loss": 0.04343, "time": 0.15614} +{"mode": "train", "epoch": 130, "iter": 600, "lr": 0.00113, "memory": 3566, "data_time": 0.00016, "top1_acc": 0.99, "top5_acc": 1.0, "loss_cls": 0.06197, "loss": 0.06197, "time": 0.15631} +{"mode": "train", "epoch": 130, "iter": 700, "lr": 0.00112, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.0471, "loss": 0.0471, "time": 0.15603} +{"mode": "train", "epoch": 130, "iter": 800, "lr": 0.00112, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.04612, "loss": 0.04612, "time": 0.15613} +{"mode": "train", "epoch": 130, "iter": 900, "lr": 0.00111, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9875, "top5_acc": 0.99875, "loss_cls": 0.07583, "loss": 0.07583, "time": 0.15738} +{"mode": "train", "epoch": 130, "iter": 1000, "lr": 0.0011, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99188, "top5_acc": 0.99875, "loss_cls": 0.05551, "loss": 0.05551, "time": 0.1578} +{"mode": "train", "epoch": 130, "iter": 1100, "lr": 0.00109, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.04617, "loss": 0.04617, "time": 0.15675} +{"mode": "val", "epoch": 130, "iter": 169, "lr": 0.00108, "top1_acc": 0.95969, "top5_acc": 0.99778} +{"mode": "train", "epoch": 131, "iter": 100, "lr": 0.00107, "memory": 3566, "data_time": 0.21516, "top1_acc": 0.99125, "top5_acc": 1.0, "loss_cls": 0.04492, "loss": 0.04492, "time": 0.37404} +{"mode": "train", "epoch": 131, "iter": 200, "lr": 0.00106, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.98938, "top5_acc": 0.99938, "loss_cls": 0.06038, "loss": 0.06038, "time": 0.15674} +{"mode": "train", "epoch": 131, "iter": 300, "lr": 0.00105, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.03949, "loss": 0.03949, "time": 0.15648} +{"mode": "train", "epoch": 131, "iter": 400, "lr": 0.00104, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 0.99875, "loss_cls": 0.04362, "loss": 0.04362, "time": 0.15641} +{"mode": "train", "epoch": 131, "iter": 500, "lr": 0.00104, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.98938, "top5_acc": 1.0, "loss_cls": 0.05312, "loss": 0.05312, "time": 0.15674} +{"mode": "train", "epoch": 131, "iter": 600, "lr": 0.00103, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03101, "loss": 0.03101, "time": 0.15654} +{"mode": "train", "epoch": 131, "iter": 700, "lr": 0.00102, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.05384, "loss": 0.05384, "time": 0.15629} +{"mode": "train", "epoch": 131, "iter": 800, "lr": 0.00101, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.04156, "loss": 0.04156, "time": 0.1563} +{"mode": "train", "epoch": 131, "iter": 900, "lr": 0.001, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99188, "top5_acc": 1.0, "loss_cls": 0.04901, "loss": 0.04901, "time": 0.15653} +{"mode": "train", "epoch": 131, "iter": 1000, "lr": 0.00099, "memory": 3566, "data_time": 0.00023, "top1_acc": 0.99188, "top5_acc": 0.99938, "loss_cls": 0.05491, "loss": 0.05491, "time": 0.15705} +{"mode": "train", "epoch": 131, "iter": 1100, "lr": 0.00098, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.05305, "loss": 0.05305, "time": 0.15769} +{"mode": "val", "epoch": 131, "iter": 169, "lr": 0.00098, "top1_acc": 0.95673, "top5_acc": 0.99593} +{"mode": "train", "epoch": 132, "iter": 100, "lr": 0.00097, "memory": 3566, "data_time": 0.21694, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03325, "loss": 0.03325, "time": 0.37643} +{"mode": "train", "epoch": 132, "iter": 200, "lr": 0.00096, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99375, "top5_acc": 0.99812, "loss_cls": 0.04495, "loss": 0.04495, "time": 0.15686} +{"mode": "train", "epoch": 132, "iter": 300, "lr": 0.00095, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.03751, "loss": 0.03751, "time": 0.15651} +{"mode": "train", "epoch": 132, "iter": 400, "lr": 0.00094, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.04884, "loss": 0.04884, "time": 0.15705} +{"mode": "train", "epoch": 132, "iter": 500, "lr": 0.00093, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99125, "top5_acc": 0.99938, "loss_cls": 0.05705, "loss": 0.05705, "time": 0.15688} +{"mode": "train", "epoch": 132, "iter": 600, "lr": 0.00093, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 0.99875, "loss_cls": 0.03785, "loss": 0.03785, "time": 0.15679} +{"mode": "train", "epoch": 132, "iter": 700, "lr": 0.00092, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03264, "loss": 0.03264, "time": 0.15683} +{"mode": "train", "epoch": 132, "iter": 800, "lr": 0.00091, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.04041, "loss": 0.04041, "time": 0.1571} +{"mode": "train", "epoch": 132, "iter": 900, "lr": 0.0009, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.0399, "loss": 0.0399, "time": 0.15657} +{"mode": "train", "epoch": 132, "iter": 1000, "lr": 0.00089, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03283, "loss": 0.03283, "time": 0.15633} +{"mode": "train", "epoch": 132, "iter": 1100, "lr": 0.00088, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.03925, "loss": 0.03925, "time": 0.15715} +{"mode": "val", "epoch": 132, "iter": 169, "lr": 0.00088, "top1_acc": 0.95451, "top5_acc": 0.99667} +{"mode": "train", "epoch": 133, "iter": 100, "lr": 0.00087, "memory": 3566, "data_time": 0.21356, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.03617, "loss": 0.03617, "time": 0.37279} +{"mode": "train", "epoch": 133, "iter": 200, "lr": 0.00086, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.04415, "loss": 0.04415, "time": 0.15581} +{"mode": "train", "epoch": 133, "iter": 300, "lr": 0.00085, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.02979, "loss": 0.02979, "time": 0.15567} +{"mode": "train", "epoch": 133, "iter": 400, "lr": 0.00085, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.03662, "loss": 0.03662, "time": 0.15555} +{"mode": "train", "epoch": 133, "iter": 500, "lr": 0.00084, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99875, "loss_cls": 0.043, "loss": 0.043, "time": 0.15576} +{"mode": "train", "epoch": 133, "iter": 600, "lr": 0.00083, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.05245, "loss": 0.05245, "time": 0.15576} +{"mode": "train", "epoch": 133, "iter": 700, "lr": 0.00082, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99625, "top5_acc": 0.99938, "loss_cls": 0.03513, "loss": 0.03513, "time": 0.15609} +{"mode": "train", "epoch": 133, "iter": 800, "lr": 0.00081, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.02921, "loss": 0.02921, "time": 0.15635} +{"mode": "train", "epoch": 133, "iter": 900, "lr": 0.00081, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99312, "top5_acc": 0.99812, "loss_cls": 0.04743, "loss": 0.04743, "time": 0.15633} +{"mode": "train", "epoch": 133, "iter": 1000, "lr": 0.0008, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.0401, "loss": 0.0401, "time": 0.15614} +{"mode": "train", "epoch": 133, "iter": 1100, "lr": 0.00079, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.04412, "loss": 0.04412, "time": 0.15562} +{"mode": "val", "epoch": 133, "iter": 169, "lr": 0.00078, "top1_acc": 0.95525, "top5_acc": 0.9963} +{"mode": "train", "epoch": 134, "iter": 100, "lr": 0.00078, "memory": 3566, "data_time": 0.21799, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.02957, "loss": 0.02957, "time": 0.37864} +{"mode": "train", "epoch": 134, "iter": 200, "lr": 0.00077, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.04134, "loss": 0.04134, "time": 0.15683} +{"mode": "train", "epoch": 134, "iter": 300, "lr": 0.00076, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.03311, "loss": 0.03311, "time": 0.15597} +{"mode": "train", "epoch": 134, "iter": 400, "lr": 0.00075, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.99625, "top5_acc": 0.99938, "loss_cls": 0.03733, "loss": 0.03733, "time": 0.15586} +{"mode": "train", "epoch": 134, "iter": 500, "lr": 0.00075, "memory": 3566, "data_time": 0.00023, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.0402, "loss": 0.0402, "time": 0.15574} +{"mode": "train", "epoch": 134, "iter": 600, "lr": 0.00074, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.995, "top5_acc": 0.99875, "loss_cls": 0.04065, "loss": 0.04065, "time": 0.15558} +{"mode": "train", "epoch": 134, "iter": 700, "lr": 0.00073, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.02662, "loss": 0.02662, "time": 0.15581} +{"mode": "train", "epoch": 134, "iter": 800, "lr": 0.00072, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9925, "top5_acc": 0.99812, "loss_cls": 0.04408, "loss": 0.04408, "time": 0.15861} +{"mode": "train", "epoch": 134, "iter": 900, "lr": 0.00072, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.04123, "loss": 0.04123, "time": 0.15748} +{"mode": "train", "epoch": 134, "iter": 1000, "lr": 0.00071, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.99438, "top5_acc": 0.99812, "loss_cls": 0.03991, "loss": 0.03991, "time": 0.15661} +{"mode": "train", "epoch": 134, "iter": 1100, "lr": 0.0007, "memory": 3566, "data_time": 0.00023, "top1_acc": 0.99312, "top5_acc": 0.99938, "loss_cls": 0.03955, "loss": 0.03955, "time": 0.15571} +{"mode": "val", "epoch": 134, "iter": 169, "lr": 0.0007, "top1_acc": 0.95673, "top5_acc": 0.99815} +{"mode": "train", "epoch": 135, "iter": 100, "lr": 0.00069, "memory": 3566, "data_time": 0.2124, "top1_acc": 0.99062, "top5_acc": 0.99938, "loss_cls": 0.0553, "loss": 0.0553, "time": 0.37134} +{"mode": "train", "epoch": 135, "iter": 200, "lr": 0.00068, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99375, "top5_acc": 0.99875, "loss_cls": 0.04123, "loss": 0.04123, "time": 0.15613} +{"mode": "train", "epoch": 135, "iter": 300, "lr": 0.00067, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.04503, "loss": 0.04503, "time": 0.15585} +{"mode": "train", "epoch": 135, "iter": 400, "lr": 0.00067, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.03395, "loss": 0.03395, "time": 0.15574} +{"mode": "train", "epoch": 135, "iter": 500, "lr": 0.00066, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99188, "top5_acc": 0.99875, "loss_cls": 0.05119, "loss": 0.05119, "time": 0.15578} +{"mode": "train", "epoch": 135, "iter": 600, "lr": 0.00065, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.04637, "loss": 0.04637, "time": 0.15587} +{"mode": "train", "epoch": 135, "iter": 700, "lr": 0.00065, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03091, "loss": 0.03091, "time": 0.15588} +{"mode": "train", "epoch": 135, "iter": 800, "lr": 0.00064, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99375, "top5_acc": 0.99812, "loss_cls": 0.03933, "loss": 0.03933, "time": 0.15597} +{"mode": "train", "epoch": 135, "iter": 900, "lr": 0.00063, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99562, "top5_acc": 0.99875, "loss_cls": 0.03743, "loss": 0.03743, "time": 0.15624} +{"mode": "train", "epoch": 135, "iter": 1000, "lr": 0.00062, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.03796, "loss": 0.03796, "time": 0.15905} +{"mode": "train", "epoch": 135, "iter": 1100, "lr": 0.00062, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.03335, "loss": 0.03335, "time": 0.16028} +{"mode": "val", "epoch": 135, "iter": 169, "lr": 0.00061, "top1_acc": 0.95303, "top5_acc": 0.99704} +{"mode": "train", "epoch": 136, "iter": 100, "lr": 0.00061, "memory": 3566, "data_time": 0.2151, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.0291, "loss": 0.0291, "time": 0.37494} +{"mode": "train", "epoch": 136, "iter": 200, "lr": 0.0006, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.03644, "loss": 0.03644, "time": 0.15585} +{"mode": "train", "epoch": 136, "iter": 300, "lr": 0.00059, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.03794, "loss": 0.03794, "time": 0.15588} +{"mode": "train", "epoch": 136, "iter": 400, "lr": 0.00058, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.02951, "loss": 0.02951, "time": 0.15593} +{"mode": "train", "epoch": 136, "iter": 500, "lr": 0.00058, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.02997, "loss": 0.02997, "time": 0.15624} +{"mode": "train", "epoch": 136, "iter": 600, "lr": 0.00057, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.03277, "loss": 0.03277, "time": 0.15546} +{"mode": "train", "epoch": 136, "iter": 700, "lr": 0.00056, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99188, "top5_acc": 0.99875, "loss_cls": 0.05111, "loss": 0.05111, "time": 0.15638} +{"mode": "train", "epoch": 136, "iter": 800, "lr": 0.00056, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99062, "top5_acc": 1.0, "loss_cls": 0.04644, "loss": 0.04644, "time": 0.15676} +{"mode": "train", "epoch": 136, "iter": 900, "lr": 0.00055, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99062, "top5_acc": 0.99812, "loss_cls": 0.04061, "loss": 0.04061, "time": 0.15734} +{"mode": "train", "epoch": 136, "iter": 1000, "lr": 0.00055, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9975, "top5_acc": 0.99938, "loss_cls": 0.02729, "loss": 0.02729, "time": 0.15702} +{"mode": "train", "epoch": 136, "iter": 1100, "lr": 0.00054, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.05021, "loss": 0.05021, "time": 0.15604} +{"mode": "val", "epoch": 136, "iter": 169, "lr": 0.00053, "top1_acc": 0.95932, "top5_acc": 0.99741} +{"mode": "train", "epoch": 137, "iter": 100, "lr": 0.00053, "memory": 3566, "data_time": 0.21718, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.01562, "loss": 0.01562, "time": 0.37734} +{"mode": "train", "epoch": 137, "iter": 200, "lr": 0.00052, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.02627, "loss": 0.02627, "time": 0.15766} +{"mode": "train", "epoch": 137, "iter": 300, "lr": 0.00051, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.0265, "loss": 0.0265, "time": 0.15712} +{"mode": "train", "epoch": 137, "iter": 400, "lr": 0.00051, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.02188, "loss": 0.02188, "time": 0.15635} +{"mode": "train", "epoch": 137, "iter": 500, "lr": 0.0005, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.02359, "loss": 0.02359, "time": 0.15629} +{"mode": "train", "epoch": 137, "iter": 600, "lr": 0.0005, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9975, "top5_acc": 0.99938, "loss_cls": 0.01746, "loss": 0.01746, "time": 0.15847} +{"mode": "train", "epoch": 137, "iter": 700, "lr": 0.00049, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.03954, "loss": 0.03954, "time": 0.15854} +{"mode": "train", "epoch": 137, "iter": 800, "lr": 0.00048, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99562, "top5_acc": 0.99938, "loss_cls": 0.02457, "loss": 0.02457, "time": 0.15647} +{"mode": "train", "epoch": 137, "iter": 900, "lr": 0.00048, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.03725, "loss": 0.03725, "time": 0.15756} +{"mode": "train", "epoch": 137, "iter": 1000, "lr": 0.00047, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.04077, "loss": 0.04077, "time": 0.15907} +{"mode": "train", "epoch": 137, "iter": 1100, "lr": 0.00047, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.03559, "loss": 0.03559, "time": 0.15761} +{"mode": "val", "epoch": 137, "iter": 169, "lr": 0.00046, "top1_acc": 0.95784, "top5_acc": 0.99815} +{"mode": "train", "epoch": 138, "iter": 100, "lr": 0.00045, "memory": 3566, "data_time": 0.21624, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.02153, "loss": 0.02153, "time": 0.37524} +{"mode": "train", "epoch": 138, "iter": 200, "lr": 0.00045, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.995, "top5_acc": 0.99875, "loss_cls": 0.03671, "loss": 0.03671, "time": 0.15604} +{"mode": "train", "epoch": 138, "iter": 300, "lr": 0.00044, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.03396, "loss": 0.03396, "time": 0.15625} +{"mode": "train", "epoch": 138, "iter": 400, "lr": 0.00044, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.02418, "loss": 0.02418, "time": 0.15663} +{"mode": "train", "epoch": 138, "iter": 500, "lr": 0.00043, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9975, "top5_acc": 0.99938, "loss_cls": 0.01731, "loss": 0.01731, "time": 0.15615} +{"mode": "train", "epoch": 138, "iter": 600, "lr": 0.00043, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.03356, "loss": 0.03356, "time": 0.15634} +{"mode": "train", "epoch": 138, "iter": 700, "lr": 0.00042, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99375, "top5_acc": 0.99812, "loss_cls": 0.04491, "loss": 0.04491, "time": 0.15604} +{"mode": "train", "epoch": 138, "iter": 800, "lr": 0.00041, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99688, "top5_acc": 0.99938, "loss_cls": 0.02768, "loss": 0.02768, "time": 0.15648} +{"mode": "train", "epoch": 138, "iter": 900, "lr": 0.00041, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.03093, "loss": 0.03093, "time": 0.15656} +{"mode": "train", "epoch": 138, "iter": 1000, "lr": 0.0004, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99875, "loss_cls": 0.03244, "loss": 0.03244, "time": 0.15656} +{"mode": "train", "epoch": 138, "iter": 1100, "lr": 0.0004, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.03436, "loss": 0.03436, "time": 0.1562} +{"mode": "val", "epoch": 138, "iter": 169, "lr": 0.00039, "top1_acc": 0.96006, "top5_acc": 0.99741} +{"mode": "train", "epoch": 139, "iter": 100, "lr": 0.00039, "memory": 3566, "data_time": 0.21469, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.02805, "loss": 0.02805, "time": 0.37394} +{"mode": "train", "epoch": 139, "iter": 200, "lr": 0.00038, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.03245, "loss": 0.03245, "time": 0.15562} +{"mode": "train", "epoch": 139, "iter": 300, "lr": 0.00038, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.0304, "loss": 0.0304, "time": 0.15627} +{"mode": "train", "epoch": 139, "iter": 400, "lr": 0.00037, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.02365, "loss": 0.02365, "time": 0.15612} +{"mode": "train", "epoch": 139, "iter": 500, "lr": 0.00037, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.03275, "loss": 0.03275, "time": 0.15642} +{"mode": "train", "epoch": 139, "iter": 600, "lr": 0.00036, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.03997, "loss": 0.03997, "time": 0.15622} +{"mode": "train", "epoch": 139, "iter": 700, "lr": 0.00036, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.03775, "loss": 0.03775, "time": 0.15608} +{"mode": "train", "epoch": 139, "iter": 800, "lr": 0.00035, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.02414, "loss": 0.02414, "time": 0.15645} +{"mode": "train", "epoch": 139, "iter": 900, "lr": 0.00034, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.03127, "loss": 0.03127, "time": 0.15636} +{"mode": "train", "epoch": 139, "iter": 1000, "lr": 0.00034, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.02467, "loss": 0.02467, "time": 0.15685} +{"mode": "train", "epoch": 139, "iter": 1100, "lr": 0.00033, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.03878, "loss": 0.03878, "time": 0.15595} +{"mode": "val", "epoch": 139, "iter": 169, "lr": 0.00033, "top1_acc": 0.95599, "top5_acc": 0.99778} +{"mode": "train", "epoch": 140, "iter": 100, "lr": 0.00033, "memory": 3566, "data_time": 0.21839, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.0338, "loss": 0.0338, "time": 0.37824} +{"mode": "train", "epoch": 140, "iter": 200, "lr": 0.00032, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.03417, "loss": 0.03417, "time": 0.15709} +{"mode": "train", "epoch": 140, "iter": 300, "lr": 0.00032, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.04053, "loss": 0.04053, "time": 0.15682} +{"mode": "train", "epoch": 140, "iter": 400, "lr": 0.00031, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02505, "loss": 0.02505, "time": 0.15637} +{"mode": "train", "epoch": 140, "iter": 500, "lr": 0.00031, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.03245, "loss": 0.03245, "time": 0.15601} +{"mode": "train", "epoch": 140, "iter": 600, "lr": 0.0003, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.03175, "loss": 0.03175, "time": 0.15607} +{"mode": "train", "epoch": 140, "iter": 700, "lr": 0.0003, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.02102, "loss": 0.02102, "time": 0.15596} +{"mode": "train", "epoch": 140, "iter": 800, "lr": 0.00029, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.03262, "loss": 0.03262, "time": 0.15615} +{"mode": "train", "epoch": 140, "iter": 900, "lr": 0.00029, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.0321, "loss": 0.0321, "time": 0.15666} +{"mode": "train", "epoch": 140, "iter": 1000, "lr": 0.00028, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.02677, "loss": 0.02677, "time": 0.15728} +{"mode": "train", "epoch": 140, "iter": 1100, "lr": 0.00028, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 0.99938, "loss_cls": 0.02537, "loss": 0.02537, "time": 0.15793} +{"mode": "val", "epoch": 140, "iter": 169, "lr": 0.00027, "top1_acc": 0.96043, "top5_acc": 0.99778} +{"mode": "train", "epoch": 141, "iter": 100, "lr": 0.00027, "memory": 3566, "data_time": 0.2128, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.0194, "loss": 0.0194, "time": 0.37242} +{"mode": "train", "epoch": 141, "iter": 200, "lr": 0.00026, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.0271, "loss": 0.0271, "time": 0.15718} +{"mode": "train", "epoch": 141, "iter": 300, "lr": 0.00026, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.02897, "loss": 0.02897, "time": 0.15581} +{"mode": "train", "epoch": 141, "iter": 400, "lr": 0.00026, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99688, "top5_acc": 0.99938, "loss_cls": 0.03004, "loss": 0.03004, "time": 0.15607} +{"mode": "train", "epoch": 141, "iter": 500, "lr": 0.00025, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.03482, "loss": 0.03482, "time": 0.15594} +{"mode": "train", "epoch": 141, "iter": 600, "lr": 0.00025, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.02355, "loss": 0.02355, "time": 0.15623} +{"mode": "train", "epoch": 141, "iter": 700, "lr": 0.00024, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99688, "top5_acc": 0.99875, "loss_cls": 0.03207, "loss": 0.03207, "time": 0.15662} +{"mode": "train", "epoch": 141, "iter": 800, "lr": 0.00024, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9975, "top5_acc": 0.99938, "loss_cls": 0.02492, "loss": 0.02492, "time": 0.15651} +{"mode": "train", "epoch": 141, "iter": 900, "lr": 0.00023, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99625, "top5_acc": 0.99938, "loss_cls": 0.02841, "loss": 0.02841, "time": 0.15673} +{"mode": "train", "epoch": 141, "iter": 1000, "lr": 0.00023, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.03444, "loss": 0.03444, "time": 0.15765} +{"mode": "train", "epoch": 141, "iter": 1100, "lr": 0.00022, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.03041, "loss": 0.03041, "time": 0.15712} +{"mode": "val", "epoch": 141, "iter": 169, "lr": 0.00022, "top1_acc": 0.95821, "top5_acc": 0.99815} +{"mode": "train", "epoch": 142, "iter": 100, "lr": 0.00022, "memory": 3566, "data_time": 0.21218, "top1_acc": 0.9975, "top5_acc": 0.99938, "loss_cls": 0.02773, "loss": 0.02773, "time": 0.37122} +{"mode": "train", "epoch": 142, "iter": 200, "lr": 0.00021, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.0234, "loss": 0.0234, "time": 0.15593} +{"mode": "train", "epoch": 142, "iter": 300, "lr": 0.00021, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.02262, "loss": 0.02262, "time": 0.156} +{"mode": "train", "epoch": 142, "iter": 400, "lr": 0.00021, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.02157, "loss": 0.02157, "time": 0.15568} +{"mode": "train", "epoch": 142, "iter": 500, "lr": 0.0002, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99688, "top5_acc": 0.99938, "loss_cls": 0.02421, "loss": 0.02421, "time": 0.15598} +{"mode": "train", "epoch": 142, "iter": 600, "lr": 0.0002, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.02571, "loss": 0.02571, "time": 0.15573} +{"mode": "train", "epoch": 142, "iter": 700, "lr": 0.00019, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 0.99875, "loss_cls": 0.02446, "loss": 0.02446, "time": 0.1563} +{"mode": "train", "epoch": 142, "iter": 800, "lr": 0.00019, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.0238, "loss": 0.0238, "time": 0.15628} +{"mode": "train", "epoch": 142, "iter": 900, "lr": 0.00019, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.03102, "loss": 0.03102, "time": 0.15616} +{"mode": "train", "epoch": 142, "iter": 1000, "lr": 0.00018, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.01824, "loss": 0.01824, "time": 0.15504} +{"mode": "train", "epoch": 142, "iter": 1100, "lr": 0.00018, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.02568, "loss": 0.02568, "time": 0.1571} +{"mode": "val", "epoch": 142, "iter": 169, "lr": 0.00018, "top1_acc": 0.95636, "top5_acc": 0.99815} +{"mode": "train", "epoch": 143, "iter": 100, "lr": 0.00017, "memory": 3566, "data_time": 0.21636, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.02463, "loss": 0.02463, "time": 0.37701} +{"mode": "train", "epoch": 143, "iter": 200, "lr": 0.00017, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.02244, "loss": 0.02244, "time": 0.15613} +{"mode": "train", "epoch": 143, "iter": 300, "lr": 0.00016, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.03253, "loss": 0.03253, "time": 0.15627} +{"mode": "train", "epoch": 143, "iter": 400, "lr": 0.00016, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.02757, "loss": 0.02757, "time": 0.15663} +{"mode": "train", "epoch": 143, "iter": 500, "lr": 0.00016, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99625, "top5_acc": 0.99938, "loss_cls": 0.02317, "loss": 0.02317, "time": 0.15643} +{"mode": "train", "epoch": 143, "iter": 600, "lr": 0.00015, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.02927, "loss": 0.02927, "time": 0.15651} +{"mode": "train", "epoch": 143, "iter": 700, "lr": 0.00015, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.01978, "loss": 0.01978, "time": 0.15611} +{"mode": "train", "epoch": 143, "iter": 800, "lr": 0.00015, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.01734, "loss": 0.01734, "time": 0.15601} +{"mode": "train", "epoch": 143, "iter": 900, "lr": 0.00014, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.01701, "loss": 0.01701, "time": 0.15595} +{"mode": "train", "epoch": 143, "iter": 1000, "lr": 0.00014, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9925, "top5_acc": 0.99938, "loss_cls": 0.03804, "loss": 0.03804, "time": 0.15695} +{"mode": "train", "epoch": 143, "iter": 1100, "lr": 0.00014, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99562, "top5_acc": 0.99938, "loss_cls": 0.03066, "loss": 0.03066, "time": 0.15659} +{"mode": "val", "epoch": 143, "iter": 169, "lr": 0.00013, "top1_acc": 0.95969, "top5_acc": 0.99704} +{"mode": "train", "epoch": 144, "iter": 100, "lr": 0.00013, "memory": 3566, "data_time": 0.21324, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.02478, "loss": 0.02478, "time": 0.37362} +{"mode": "train", "epoch": 144, "iter": 200, "lr": 0.00013, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.02218, "loss": 0.02218, "time": 0.15672} +{"mode": "train", "epoch": 144, "iter": 300, "lr": 0.00012, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99438, "top5_acc": 1.0, "loss_cls": 0.03006, "loss": 0.03006, "time": 0.15635} +{"mode": "train", "epoch": 144, "iter": 400, "lr": 0.00012, "memory": 3566, "data_time": 0.00018, "top1_acc": 1.0, "top5_acc": 1.0, "loss_cls": 0.0145, "loss": 0.0145, "time": 0.15626} +{"mode": "train", "epoch": 144, "iter": 500, "lr": 0.00012, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.03609, "loss": 0.03609, "time": 0.15611} +{"mode": "train", "epoch": 144, "iter": 600, "lr": 0.00012, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.01341, "loss": 0.01341, "time": 0.15642} +{"mode": "train", "epoch": 144, "iter": 700, "lr": 0.00011, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02157, "loss": 0.02157, "time": 0.15683} +{"mode": "train", "epoch": 144, "iter": 800, "lr": 0.00011, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.03433, "loss": 0.03433, "time": 0.15664} +{"mode": "train", "epoch": 144, "iter": 900, "lr": 0.00011, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.01886, "loss": 0.01886, "time": 0.1565} +{"mode": "train", "epoch": 144, "iter": 1000, "lr": 0.0001, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.02285, "loss": 0.02285, "time": 0.15643} +{"mode": "train", "epoch": 144, "iter": 1100, "lr": 0.0001, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.02004, "loss": 0.02004, "time": 0.15764} +{"mode": "val", "epoch": 144, "iter": 169, "lr": 0.0001, "top1_acc": 0.95747, "top5_acc": 0.99704} +{"mode": "train", "epoch": 145, "iter": 100, "lr": 0.0001, "memory": 3566, "data_time": 0.21503, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.01366, "loss": 0.01366, "time": 0.37444} +{"mode": "train", "epoch": 145, "iter": 200, "lr": 9e-05, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.02804, "loss": 0.02804, "time": 0.15591} +{"mode": "train", "epoch": 145, "iter": 300, "lr": 9e-05, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 0.99938, "loss_cls": 0.02995, "loss": 0.02995, "time": 0.1563} +{"mode": "train", "epoch": 145, "iter": 400, "lr": 9e-05, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.02869, "loss": 0.02869, "time": 0.15586} +{"mode": "train", "epoch": 145, "iter": 500, "lr": 9e-05, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.03855, "loss": 0.03855, "time": 0.15594} +{"mode": "train", "epoch": 145, "iter": 600, "lr": 8e-05, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99562, "top5_acc": 0.99938, "loss_cls": 0.02915, "loss": 0.02915, "time": 0.15591} +{"mode": "train", "epoch": 145, "iter": 700, "lr": 8e-05, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.0213, "loss": 0.0213, "time": 0.15659} +{"mode": "train", "epoch": 145, "iter": 800, "lr": 8e-05, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.03388, "loss": 0.03388, "time": 0.15635} +{"mode": "train", "epoch": 145, "iter": 900, "lr": 8e-05, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99625, "top5_acc": 0.99938, "loss_cls": 0.02489, "loss": 0.02489, "time": 0.15702} +{"mode": "train", "epoch": 145, "iter": 1000, "lr": 7e-05, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99125, "top5_acc": 0.99875, "loss_cls": 0.04484, "loss": 0.04484, "time": 0.15674} +{"mode": "train", "epoch": 145, "iter": 1100, "lr": 7e-05, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.02147, "loss": 0.02147, "time": 0.15627} +{"mode": "val", "epoch": 145, "iter": 169, "lr": 7e-05, "top1_acc": 0.96006, "top5_acc": 0.99778} +{"mode": "train", "epoch": 146, "iter": 100, "lr": 7e-05, "memory": 3566, "data_time": 0.21321, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.01656, "loss": 0.01656, "time": 0.37421} +{"mode": "train", "epoch": 146, "iter": 200, "lr": 6e-05, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99812, "top5_acc": 0.99938, "loss_cls": 0.02147, "loss": 0.02147, "time": 0.15746} +{"mode": "train", "epoch": 146, "iter": 300, "lr": 6e-05, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.02886, "loss": 0.02886, "time": 0.15725} +{"mode": "train", "epoch": 146, "iter": 400, "lr": 6e-05, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.02285, "loss": 0.02285, "time": 0.15759} +{"mode": "train", "epoch": 146, "iter": 500, "lr": 6e-05, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.02785, "loss": 0.02785, "time": 0.15723} +{"mode": "train", "epoch": 146, "iter": 600, "lr": 6e-05, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.02838, "loss": 0.02838, "time": 0.1574} +{"mode": "train", "epoch": 146, "iter": 700, "lr": 5e-05, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.99625, "top5_acc": 0.99875, "loss_cls": 0.02546, "loss": 0.02546, "time": 0.15656} +{"mode": "train", "epoch": 146, "iter": 800, "lr": 5e-05, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.99875, "top5_acc": 1.0, "loss_cls": 0.01424, "loss": 0.01424, "time": 0.15522} +{"mode": "train", "epoch": 146, "iter": 900, "lr": 5e-05, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.99688, "top5_acc": 0.99938, "loss_cls": 0.0252, "loss": 0.0252, "time": 0.15502} +{"mode": "train", "epoch": 146, "iter": 1000, "lr": 5e-05, "memory": 3566, "data_time": 0.00028, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.02262, "loss": 0.02262, "time": 0.15666} +{"mode": "train", "epoch": 146, "iter": 1100, "lr": 5e-05, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99375, "top5_acc": 0.9975, "loss_cls": 0.03996, "loss": 0.03996, "time": 0.15657} +{"mode": "val", "epoch": 146, "iter": 169, "lr": 4e-05, "top1_acc": 0.95858, "top5_acc": 0.99815} +{"mode": "train", "epoch": 147, "iter": 100, "lr": 4e-05, "memory": 3566, "data_time": 0.21405, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.02777, "loss": 0.02777, "time": 0.37308} +{"mode": "train", "epoch": 147, "iter": 200, "lr": 4e-05, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.02001, "loss": 0.02001, "time": 0.15597} +{"mode": "train", "epoch": 147, "iter": 300, "lr": 4e-05, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.02596, "loss": 0.02596, "time": 0.15577} +{"mode": "train", "epoch": 147, "iter": 400, "lr": 4e-05, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.02607, "loss": 0.02607, "time": 0.15613} +{"mode": "train", "epoch": 147, "iter": 500, "lr": 4e-05, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.03035, "loss": 0.03035, "time": 0.15549} +{"mode": "train", "epoch": 147, "iter": 600, "lr": 3e-05, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.995, "top5_acc": 0.99875, "loss_cls": 0.03109, "loss": 0.03109, "time": 0.15501} +{"mode": "train", "epoch": 147, "iter": 700, "lr": 3e-05, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.99688, "top5_acc": 0.99875, "loss_cls": 0.02555, "loss": 0.02555, "time": 0.15539} +{"mode": "train", "epoch": 147, "iter": 800, "lr": 3e-05, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.01792, "loss": 0.01792, "time": 0.15634} +{"mode": "train", "epoch": 147, "iter": 900, "lr": 3e-05, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.02014, "loss": 0.02014, "time": 0.1555} +{"mode": "train", "epoch": 147, "iter": 1000, "lr": 3e-05, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9975, "top5_acc": 0.99938, "loss_cls": 0.02341, "loss": 0.02341, "time": 0.1552} +{"mode": "train", "epoch": 147, "iter": 1100, "lr": 3e-05, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.02839, "loss": 0.02839, "time": 0.15712} +{"mode": "val", "epoch": 147, "iter": 169, "lr": 2e-05, "top1_acc": 0.95784, "top5_acc": 0.99741} +{"mode": "train", "epoch": 148, "iter": 100, "lr": 2e-05, "memory": 3566, "data_time": 0.21688, "top1_acc": 0.99562, "top5_acc": 0.99938, "loss_cls": 0.03186, "loss": 0.03186, "time": 0.37592} +{"mode": "train", "epoch": 148, "iter": 200, "lr": 2e-05, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.02539, "loss": 0.02539, "time": 0.15573} +{"mode": "train", "epoch": 148, "iter": 300, "lr": 2e-05, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99625, "top5_acc": 0.99938, "loss_cls": 0.02969, "loss": 0.02969, "time": 0.15567} +{"mode": "train", "epoch": 148, "iter": 400, "lr": 2e-05, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.02306, "loss": 0.02306, "time": 0.15549} +{"mode": "train", "epoch": 148, "iter": 500, "lr": 2e-05, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 0.99875, "loss_cls": 0.037, "loss": 0.037, "time": 0.15559} +{"mode": "train", "epoch": 148, "iter": 600, "lr": 2e-05, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.02497, "loss": 0.02497, "time": 0.15572} +{"mode": "train", "epoch": 148, "iter": 700, "lr": 2e-05, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.995, "top5_acc": 0.99812, "loss_cls": 0.03268, "loss": 0.03268, "time": 0.15592} +{"mode": "train", "epoch": 148, "iter": 800, "lr": 1e-05, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.01739, "loss": 0.01739, "time": 0.1562} +{"mode": "train", "epoch": 148, "iter": 900, "lr": 1e-05, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.02557, "loss": 0.02557, "time": 0.15619} +{"mode": "train", "epoch": 148, "iter": 1000, "lr": 1e-05, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.01875, "loss": 0.01875, "time": 0.15796} +{"mode": "train", "epoch": 148, "iter": 1100, "lr": 1e-05, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99688, "top5_acc": 1.0, "loss_cls": 0.02416, "loss": 0.02416, "time": 0.15592} +{"mode": "val", "epoch": 148, "iter": 169, "lr": 1e-05, "top1_acc": 0.9571, "top5_acc": 0.99741} +{"mode": "train", "epoch": 149, "iter": 100, "lr": 1e-05, "memory": 3566, "data_time": 0.21556, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.02892, "loss": 0.02892, "time": 0.37462} +{"mode": "train", "epoch": 149, "iter": 200, "lr": 1e-05, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.02764, "loss": 0.02764, "time": 0.15627} +{"mode": "train", "epoch": 149, "iter": 300, "lr": 1e-05, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99438, "top5_acc": 0.99938, "loss_cls": 0.03321, "loss": 0.03321, "time": 0.15606} +{"mode": "train", "epoch": 149, "iter": 400, "lr": 1e-05, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99312, "top5_acc": 1.0, "loss_cls": 0.03374, "loss": 0.03374, "time": 0.15584} +{"mode": "train", "epoch": 149, "iter": 500, "lr": 1e-05, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.02328, "loss": 0.02328, "time": 0.15615} +{"mode": "train", "epoch": 149, "iter": 600, "lr": 1e-05, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99375, "top5_acc": 1.0, "loss_cls": 0.02618, "loss": 0.02618, "time": 0.15597} +{"mode": "train", "epoch": 149, "iter": 700, "lr": 1e-05, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99625, "top5_acc": 0.99875, "loss_cls": 0.02243, "loss": 0.02243, "time": 0.15641} +{"mode": "train", "epoch": 149, "iter": 800, "lr": 0.0, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99812, "top5_acc": 1.0, "loss_cls": 0.01716, "loss": 0.01716, "time": 0.15662} +{"mode": "train", "epoch": 149, "iter": 900, "lr": 0.0, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99625, "top5_acc": 0.99938, "loss_cls": 0.02691, "loss": 0.02691, "time": 0.15665} +{"mode": "train", "epoch": 149, "iter": 1000, "lr": 0.0, "memory": 3566, "data_time": 0.00019, "top1_acc": 0.99375, "top5_acc": 0.99938, "loss_cls": 0.03318, "loss": 0.03318, "time": 0.1577} +{"mode": "train", "epoch": 149, "iter": 1100, "lr": 0.0, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.02976, "loss": 0.02976, "time": 0.15659} +{"mode": "val", "epoch": 149, "iter": 169, "lr": 0.0, "top1_acc": 0.95673, "top5_acc": 0.99741} +{"mode": "train", "epoch": 150, "iter": 100, "lr": 0.0, "memory": 3566, "data_time": 0.21821, "top1_acc": 0.99688, "top5_acc": 0.99938, "loss_cls": 0.02301, "loss": 0.02301, "time": 0.37683} +{"mode": "train", "epoch": 150, "iter": 200, "lr": 0.0, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99625, "top5_acc": 0.99938, "loss_cls": 0.02827, "loss": 0.02827, "time": 0.15592} +{"mode": "train", "epoch": 150, "iter": 300, "lr": 0.0, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.995, "top5_acc": 1.0, "loss_cls": 0.02812, "loss": 0.02812, "time": 0.15682} +{"mode": "train", "epoch": 150, "iter": 400, "lr": 0.0, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99625, "top5_acc": 0.99875, "loss_cls": 0.02504, "loss": 0.02504, "time": 0.15729} +{"mode": "train", "epoch": 150, "iter": 500, "lr": 0.0, "memory": 3566, "data_time": 0.00022, "top1_acc": 0.99438, "top5_acc": 0.99812, "loss_cls": 0.03637, "loss": 0.03637, "time": 0.15909} +{"mode": "train", "epoch": 150, "iter": 600, "lr": 0.0, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.02424, "loss": 0.02424, "time": 0.15859} +{"mode": "train", "epoch": 150, "iter": 700, "lr": 0.0, "memory": 3566, "data_time": 0.0002, "top1_acc": 0.99625, "top5_acc": 1.0, "loss_cls": 0.0249, "loss": 0.0249, "time": 0.15748} +{"mode": "train", "epoch": 150, "iter": 800, "lr": 0.0, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.99562, "top5_acc": 1.0, "loss_cls": 0.02492, "loss": 0.02492, "time": 0.15629} +{"mode": "train", "epoch": 150, "iter": 900, "lr": 0.0, "memory": 3566, "data_time": 0.00018, "top1_acc": 0.9975, "top5_acc": 1.0, "loss_cls": 0.01757, "loss": 0.01757, "time": 0.1563} +{"mode": "train", "epoch": 150, "iter": 1000, "lr": 0.0, "memory": 3566, "data_time": 0.00021, "top1_acc": 0.9925, "top5_acc": 1.0, "loss_cls": 0.03756, "loss": 0.03756, "time": 0.15674} +{"mode": "train", "epoch": 150, "iter": 1100, "lr": 0.0, "memory": 3566, "data_time": 0.00017, "top1_acc": 0.99562, "top5_acc": 0.99938, "loss_cls": 0.0322, "loss": 0.0322, "time": 0.15579} +{"mode": "val", "epoch": 150, "iter": 169, "lr": 0.0, "top1_acc": 0.95747, "top5_acc": 0.99741}