2023-03-20 10:41:33,067 - mmcls - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.5 | packaged by conda-forge | (default, Jan 28 2021, 18:23:46) [GCC 9.3.0] CUDA available: False GCC: gcc (Ubuntu/Linaro 7.5.0-3ubuntu1~18.04) 7.5.0 PyTorch: 1.8.0a0+56b43f4 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CPU capability usage: NO AVX - Build settings: BLAS_INFO=generic, BUILD_TYPE=Release, CXX_COMPILER=/opt/buildtools/gcc-7.3.0/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -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 -DMISSING_ARM_VST1 -DMISSING_ARM_VLD1 -Wno-stringop-overflow, LAPACK_INFO=generic, TORCH_VERSION=1.8.1, USE_CUDA=OFF, USE_CUDNN=OFF, USE_EIGEN_FOR_BLAS=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=OFF, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=OFF, USE_NNPACK=ON, USE_OPENMP=ON, TorchVision: 0.14.1 OpenCV: 4.7.0 MMCV: 1.7.1 MMCV Compiler: GCC 7.5 MMCV CUDA Compiler: not available MMClassification: 0.25.0+fb16bdc ------------------------------------------------------------ 2023-03-20 10:41:33,068 - mmcls - INFO - Distributed training: True 2023-03-20 10:41:33,341 - mmcls - INFO - Config: model = dict( type='ImageClassifier', backbone=dict(type='EfficientNet', arch='b4'), neck=dict(type='GlobalAveragePooling'), head=dict( type='LinearClsHead', num_classes=1000, in_channels=1792, loss=dict(type='CrossEntropyLoss', loss_weight=1.0), topk=(1, 5))) dataset_type = 'ImageNet' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) train_pipeline = [ dict(type='LoadImageFromFile'), dict( type='RandomResizedCrop', size=380, efficientnet_style=True, interpolation='bicubic'), dict(type='RandomFlip', flip_prob=0.5, direction='horizontal'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='ToTensor', keys=['gt_label']), dict(type='Collect', keys=['img', 'gt_label']) ] test_pipeline = [ dict(type='LoadImageFromFile'), dict( type='CenterCrop', crop_size=380, efficientnet_style=True, interpolation='bicubic'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ] data = dict( samples_per_gpu=32, workers_per_gpu=2, train=dict( type='ImageNet', data_prefix='data/imagenet/train', pipeline=[ dict(type='LoadImageFromFile'), dict( type='RandomResizedCrop', size=380, efficientnet_style=True, interpolation='bicubic'), dict(type='RandomFlip', flip_prob=0.5, direction='horizontal'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='ToTensor', keys=['gt_label']), dict(type='Collect', keys=['img', 'gt_label']) ]), val=dict( type='ImageNet', data_prefix='data/imagenet/val', ann_file='data/imagenet/meta/val.txt', pipeline=[ dict(type='LoadImageFromFile'), dict( type='CenterCrop', crop_size=380, efficientnet_style=True, interpolation='bicubic'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]), test=dict( type='ImageNet', data_prefix='data/imagenet/val', ann_file='data/imagenet/meta/val.txt', pipeline=[ dict(type='LoadImageFromFile'), dict( type='CenterCrop', crop_size=380, efficientnet_style=True, interpolation='bicubic'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ])) evaluation = dict(interval=1, metric='accuracy') optimizer = dict(type='SGD', lr=0.1, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=None) lr_config = dict(policy='step', step=[30, 60, 90]) runner = dict(type='EpochBasedRunner', max_epochs=100) checkpoint_config = dict(interval=1) log_config = dict(interval=100, hooks=[dict(type='TextLoggerHook')]) dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = 'work_dirs/efficientnet-b4_8xb32_in1k/epoch_80.pth' workflow = [('train', 1)] work_dir = './work_dirs/efficientnet-b4_8xb32_in1k' gpu_ids = range(0, 8) 2023-03-20 10:41:35,339 - mmcls - INFO - Set random seed to 100165669, deterministic: False 2023-03-20 10:42:51,187 - mmcls - INFO - load checkpoint from local path: work_dirs/efficientnet-b4_8xb32_in1k/epoch_80.pth 2023-03-20 10:42:51,892 - mmcls - INFO - resumed epoch 80, iter 400400 2023-03-20 10:42:51,899 - mmcls - INFO - Start running, host: root@ubuntu, work_dir: /home/openmmalb/mmclassification/work_dirs/efficientnet-b4_8xb32_in1k 2023-03-20 10:42:51,900 - mmcls - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_epoch: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_iter: (VERY_HIGH ) StepLrUpdaterHook (LOW ) IterTimerHook (LOW ) DistEvalHook -------------------- after_train_iter: (ABOVE_NORMAL) DistOptimizerHook (NORMAL ) CheckpointHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- after_train_epoch: (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_val_epoch: (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- before_val_iter: (LOW ) IterTimerHook -------------------- after_val_iter: (LOW ) IterTimerHook -------------------- after_val_epoch: (VERY_LOW ) TextLoggerHook -------------------- after_run: (VERY_LOW ) TextLoggerHook -------------------- 2023-03-20 10:42:51,901 - mmcls - INFO - workflow: [('train', 1)], max: 100 epochs 2023-03-20 10:42:51,901 - mmcls - INFO - Checkpoints will be saved to /home/openmmalb/mmclassification/work_dirs/efficientnet-b4_8xb32_in1k by HardDiskBackend. 2023-03-20 10:44:57,031 - mmcls - INFO - Epoch [81][100/5005] lr: 1.000e-03, eta: 1 day, 10:45:13, time: 1.251, data_time: 0.031, loss: 1.1930 2023-03-20 10:45:53,407 - mmcls - INFO - Epoch [81][200/5005] lr: 1.000e-03, eta: 1 day, 1:10:52, time: 0.564, data_time: 0.001, loss: 1.2209 2023-03-20 10:46:49,842 - mmcls - INFO - Epoch [81][300/5005] lr: 1.000e-03, eta: 21:59:07, time: 0.564, data_time: 0.001, loss: 1.2029 2023-03-20 10:47:46,427 - mmcls - INFO - Epoch [81][400/5005] lr: 1.000e-03, eta: 20:23:24, time: 0.566, data_time: 0.001, loss: 1.2188 2023-03-20 10:48:42,913 - mmcls - INFO - Epoch [81][500/5005] lr: 1.000e-03, eta: 19:25:15, time: 0.565, data_time: 0.001, loss: 1.2300 2023-03-20 10:49:39,395 - mmcls - INFO - Epoch [81][600/5005] lr: 1.000e-03, eta: 18:46:11, time: 0.565, data_time: 0.001, loss: 1.2119 2023-03-20 10:50:35,771 - mmcls - INFO - Epoch [81][700/5005] lr: 1.000e-03, eta: 18:17:44, time: 0.564, data_time: 0.001, loss: 1.2248 2023-03-20 10:51:32,089 - mmcls - INFO - Epoch [81][800/5005] lr: 1.000e-03, eta: 17:56:03, time: 0.563, data_time: 0.001, loss: 1.2217 2023-03-20 10:52:28,320 - mmcls - INFO - Epoch [81][900/5005] lr: 1.000e-03, eta: 17:38:50, time: 0.562, data_time: 0.001, loss: 1.2219 2023-03-20 10:53:24,879 - mmcls - INFO - Epoch [81][1000/5005] lr: 1.000e-03, eta: 17:25:24, time: 0.566, data_time: 0.001, loss: 1.2352 2023-03-20 10:54:21,265 - mmcls - INFO - Epoch [81][1100/5005] lr: 1.000e-03, eta: 17:13:59, time: 0.564, data_time: 0.001, loss: 1.2301 2023-03-20 10:55:17,491 - mmcls - INFO - Epoch [81][1200/5005] lr: 1.000e-03, eta: 17:04:05, time: 0.562, data_time: 0.001, loss: 1.2069 2023-03-20 10:56:13,860 - mmcls - INFO - Epoch [81][1300/5005] lr: 1.000e-03, eta: 16:55:45, time: 0.564, data_time: 0.001, loss: 1.2274 2023-03-20 10:57:10,223 - mmcls - INFO - Epoch [81][1400/5005] lr: 1.000e-03, eta: 16:48:28, time: 0.564, data_time: 0.001, loss: 1.2178 2023-03-20 10:58:06,558 - mmcls - INFO - Epoch [81][1500/5005] lr: 1.000e-03, eta: 16:42:00, time: 0.563, data_time: 0.001, loss: 1.2392 2023-03-20 10:59:03,021 - mmcls - INFO - Epoch [81][1600/5005] lr: 1.000e-03, eta: 16:36:21, time: 0.565, data_time: 0.001, loss: 1.2270 2023-03-20 10:59:59,382 - mmcls - INFO - Epoch [81][1700/5005] lr: 1.000e-03, eta: 16:31:09, time: 0.564, data_time: 0.001, loss: 1.2381 2023-03-20 11:00:55,754 - mmcls - INFO - Epoch [81][1800/5005] lr: 1.000e-03, eta: 16:26:27, time: 0.564, data_time: 0.001, loss: 1.2051 2023-03-20 11:01:52,142 - mmcls - INFO - Epoch [81][1900/5005] lr: 1.000e-03, eta: 16:22:09, time: 0.564, data_time: 0.001, loss: 1.2211 2023-03-20 11:02:48,565 - mmcls - INFO - Epoch [81][2000/5005] lr: 1.000e-03, eta: 16:18:13, time: 0.564, data_time: 0.001, loss: 1.2291 2023-03-20 11:03:44,961 - mmcls - INFO - Epoch [81][2100/5005] lr: 1.000e-03, eta: 16:14:33, time: 0.564, data_time: 0.001, loss: 1.2010 2023-03-20 11:04:41,404 - mmcls - INFO - Epoch [81][2200/5005] lr: 1.000e-03, eta: 16:11:09, time: 0.564, data_time: 0.001, loss: 1.2313 2023-03-20 11:05:37,698 - mmcls - INFO - Epoch [81][2300/5005] lr: 1.000e-03, eta: 16:07:53, time: 0.563, data_time: 0.001, loss: 1.2138 2023-03-20 11:06:33,995 - mmcls - INFO - Epoch [81][2400/5005] lr: 1.000e-03, eta: 16:04:48, time: 0.563, data_time: 0.001, loss: 1.2122 2023-03-20 11:07:30,287 - mmcls - INFO - Epoch [81][2500/5005] lr: 1.000e-03, eta: 16:01:53, time: 0.563, data_time: 0.001, loss: 1.2168 2023-03-20 11:08:26,642 - mmcls - INFO - Epoch [81][2600/5005] lr: 1.000e-03, eta: 15:59:09, time: 0.564, data_time: 0.001, loss: 1.2359 2023-03-20 11:09:23,018 - mmcls - INFO - Epoch [81][2700/5005] lr: 1.000e-03, eta: 15:56:35, time: 0.564, data_time: 0.001, loss: 1.2473 2023-03-20 11:10:19,349 - mmcls - INFO - Epoch [81][2800/5005] lr: 1.000e-03, eta: 15:54:06, time: 0.563, data_time: 0.001, loss: 1.2236 2023-03-20 11:11:15,703 - mmcls - INFO - Epoch [81][2900/5005] lr: 1.000e-03, eta: 15:51:44, time: 0.564, data_time: 0.001, loss: 1.2100 2023-03-20 11:12:11,944 - mmcls - INFO - Epoch [81][3000/5005] lr: 1.000e-03, eta: 15:49:24, time: 0.562, data_time: 0.001, loss: 1.2340 2023-03-20 11:13:08,369 - mmcls - INFO - Epoch [81][3100/5005] lr: 1.000e-03, eta: 15:47:15, time: 0.564, data_time: 0.001, loss: 1.2314 2023-03-20 11:14:04,736 - mmcls - INFO - Epoch [81][3200/5005] lr: 1.000e-03, eta: 15:45:09, time: 0.564, data_time: 0.001, loss: 1.2412 2023-03-20 11:15:01,021 - mmcls - INFO - Epoch [81][3300/5005] lr: 1.000e-03, eta: 15:43:04, time: 0.563, data_time: 0.001, loss: 1.2296 2023-03-20 11:15:57,426 - mmcls - INFO - Epoch [81][3400/5005] lr: 1.000e-03, eta: 15:41:08, time: 0.564, data_time: 0.001, loss: 1.2308 2023-03-20 11:16:53,756 - mmcls - INFO - Epoch [81][3500/5005] lr: 1.000e-03, eta: 15:39:12, time: 0.563, data_time: 0.001, loss: 1.2336 2023-03-20 11:17:50,189 - mmcls - INFO - Epoch [81][3600/5005] lr: 1.000e-03, eta: 15:37:23, time: 0.564, data_time: 0.001, loss: 1.2110 2023-03-20 11:18:46,534 - mmcls - INFO - Epoch [81][3700/5005] lr: 1.000e-03, eta: 15:35:34, time: 0.563, data_time: 0.001, loss: 1.2365 2023-03-20 11:19:42,973 - mmcls - INFO - Epoch [81][3800/5005] lr: 1.000e-03, eta: 15:33:50, time: 0.564, data_time: 0.001, loss: 1.2196 2023-03-20 11:20:39,259 - mmcls - INFO - Epoch [81][3900/5005] lr: 1.000e-03, eta: 15:32:05, time: 0.563, data_time: 0.001, loss: 1.2290 2023-03-20 11:21:35,524 - mmcls - INFO - Epoch [81][4000/5005] lr: 1.000e-03, eta: 15:30:22, time: 0.563, data_time: 0.001, loss: 1.2255 2023-03-20 11:22:31,872 - mmcls - INFO - Epoch [81][4100/5005] lr: 1.000e-03, eta: 15:28:43, time: 0.563, data_time: 0.001, loss: 1.2172 2023-03-20 11:23:28,149 - mmcls - INFO - Epoch [81][4200/5005] lr: 1.000e-03, eta: 15:27:05, time: 0.563, data_time: 0.001, loss: 1.2145 2023-03-20 11:24:24,525 - mmcls - INFO - Epoch [81][4300/5005] lr: 1.000e-03, eta: 15:25:30, time: 0.564, data_time: 0.001, loss: 1.2277 2023-03-20 11:25:20,722 - mmcls - INFO - Epoch [81][4400/5005] lr: 1.000e-03, eta: 15:23:54, time: 0.562, data_time: 0.001, loss: 1.2274 2023-03-20 11:26:17,088 - mmcls - INFO - Epoch [81][4500/5005] lr: 1.000e-03, eta: 15:22:23, time: 0.564, data_time: 0.001, loss: 1.2330 2023-03-20 11:27:13,445 - mmcls - INFO - Epoch [81][4600/5005] lr: 1.000e-03, eta: 15:20:53, time: 0.564, data_time: 0.001, loss: 1.2143 2023-03-20 11:28:09,786 - mmcls - INFO - Epoch [81][4700/5005] lr: 1.000e-03, eta: 15:19:24, time: 0.563, data_time: 0.001, loss: 1.2265 2023-03-20 11:29:06,061 - mmcls - INFO - Epoch [81][4800/5005] lr: 1.000e-03, eta: 15:17:56, time: 0.563, data_time: 0.001, loss: 1.2379 2023-03-20 11:30:02,304 - mmcls - INFO - Epoch [81][4900/5005] lr: 1.000e-03, eta: 15:16:28, time: 0.562, data_time: 0.001, loss: 1.2413 2023-03-20 11:30:58,594 - mmcls - INFO - Epoch [81][5000/5005] lr: 1.000e-03, eta: 15:15:02, time: 0.563, data_time: 0.001, loss: 1.2319 2023-03-20 11:31:03,477 - mmcls - INFO - Saving checkpoint at 81 epochs 2023-03-20 11:31:56,217 - mmcls - INFO - Epoch(val) [81][196] accuracy_top-1: 75.1880, accuracy_top-5: 92.6460 2023-03-20 11:32:56,210 - mmcls - INFO - Epoch [82][100/5005] lr: 1.000e-03, eta: 15:13:50, time: 0.600, data_time: 0.039, loss: 1.2007 2023-03-20 11:33:52,685 - mmcls - INFO - Epoch [82][200/5005] lr: 1.000e-03, eta: 15:12:29, time: 0.565, data_time: 0.001, loss: 1.2130 2023-03-20 11:34:49,321 - mmcls - INFO - Epoch [82][300/5005] lr: 1.000e-03, eta: 15:11:12, time: 0.566, data_time: 0.001, loss: 1.2245 2023-03-20 11:35:45,837 - mmcls - INFO - Epoch [82][400/5005] lr: 1.000e-03, eta: 15:09:54, time: 0.565, data_time: 0.001, loss: 1.1940 2023-03-20 11:36:42,382 - mmcls - INFO - Epoch [82][500/5005] lr: 1.000e-03, eta: 15:08:38, time: 0.565, data_time: 0.001, loss: 1.2070 2023-03-20 11:37:38,771 - mmcls - INFO - Epoch [82][600/5005] lr: 1.000e-03, eta: 15:07:19, time: 0.564, data_time: 0.001, loss: 1.2106 2023-03-20 11:38:35,139 - mmcls - INFO - Epoch [82][700/5005] lr: 1.000e-03, eta: 15:06:01, time: 0.564, data_time: 0.001, loss: 1.2253 2023-03-20 11:39:31,719 - mmcls - INFO - Epoch [82][800/5005] lr: 1.000e-03, eta: 15:04:47, time: 0.566, data_time: 0.001, loss: 1.2251 2023-03-20 11:40:28,084 - mmcls - INFO - Epoch [82][900/5005] lr: 1.000e-03, eta: 15:03:30, time: 0.564, data_time: 0.001, loss: 1.2219 2023-03-20 11:41:24,555 - mmcls - INFO - Epoch [82][1000/5005] lr: 1.000e-03, eta: 15:02:15, time: 0.565, data_time: 0.001, loss: 1.2160 2023-03-20 11:42:20,900 - mmcls - INFO - Epoch [82][1100/5005] lr: 1.000e-03, eta: 15:00:59, time: 0.563, data_time: 0.001, loss: 1.2003 2023-03-20 11:43:17,481 - mmcls - INFO - Epoch [82][1200/5005] lr: 1.000e-03, eta: 14:59:48, time: 0.566, data_time: 0.001, loss: 1.2035 2023-03-20 11:44:14,120 - mmcls - INFO - Epoch [82][1300/5005] lr: 1.000e-03, eta: 14:58:38, time: 0.566, data_time: 0.001, loss: 1.2449 2023-03-20 11:45:10,549 - mmcls - INFO - Epoch [82][1400/5005] lr: 1.000e-03, eta: 14:57:25, time: 0.564, data_time: 0.001, loss: 1.2459 2023-03-20 11:46:07,120 - mmcls - INFO - Epoch [82][1500/5005] lr: 1.000e-03, eta: 14:56:14, time: 0.566, data_time: 0.001, loss: 1.2300 2023-03-20 11:47:03,549 - mmcls - INFO - Epoch [82][1600/5005] lr: 1.000e-03, eta: 14:55:02, time: 0.564, data_time: 0.001, loss: 1.2257 2023-03-20 11:48:00,008 - mmcls - INFO - Epoch [82][1700/5005] lr: 1.000e-03, eta: 14:53:51, time: 0.565, data_time: 0.001, loss: 1.2261 2023-03-20 11:48:56,503 - mmcls - INFO - Epoch [82][1800/5005] lr: 1.000e-03, eta: 14:52:41, time: 0.565, data_time: 0.001, loss: 1.2097 2023-03-20 11:49:52,930 - mmcls - INFO - Epoch [82][1900/5005] lr: 1.000e-03, eta: 14:51:30, time: 0.564, data_time: 0.001, loss: 1.2249 2023-03-20 11:50:49,382 - mmcls - INFO - Epoch [82][2000/5005] lr: 1.000e-03, eta: 14:50:20, time: 0.565, data_time: 0.001, loss: 1.2237 2023-03-20 11:51:46,010 - mmcls - INFO - Epoch [82][2100/5005] lr: 1.000e-03, eta: 14:49:13, time: 0.566, data_time: 0.001, loss: 1.2127 2023-03-20 11:52:42,498 - mmcls - INFO - Epoch [82][2200/5005] lr: 1.000e-03, eta: 14:48:04, time: 0.565, data_time: 0.001, loss: 1.2093 2023-03-20 11:53:38,983 - mmcls - INFO - Epoch [82][2300/5005] lr: 1.000e-03, eta: 14:46:56, time: 0.565, data_time: 0.001, loss: 1.2432 2023-03-20 11:54:35,344 - mmcls - INFO - Epoch [82][2400/5005] lr: 1.000e-03, eta: 14:45:46, time: 0.564, data_time: 0.001, loss: 1.2056 2023-03-20 11:55:31,868 - mmcls - INFO - Epoch [82][2500/5005] lr: 1.000e-03, eta: 14:44:38, time: 0.565, data_time: 0.001, loss: 1.2117 2023-03-20 11:56:28,454 - mmcls - INFO - Epoch [82][2600/5005] lr: 1.000e-03, eta: 14:43:32, time: 0.566, data_time: 0.001, loss: 1.2557 2023-03-20 11:57:25,031 - mmcls - INFO - Epoch [82][2700/5005] lr: 1.000e-03, eta: 14:42:26, time: 0.566, data_time: 0.001, loss: 1.2388 2023-03-20 11:58:21,418 - mmcls - INFO - Epoch [82][2800/5005] lr: 1.000e-03, eta: 14:41:18, time: 0.564, data_time: 0.001, loss: 1.2197 2023-03-20 11:59:17,816 - mmcls - INFO - Epoch [82][2900/5005] lr: 1.000e-03, eta: 14:40:10, time: 0.564, data_time: 0.001, loss: 1.2371 2023-03-20 12:00:14,307 - mmcls - INFO - Epoch [82][3000/5005] lr: 1.000e-03, eta: 14:39:04, time: 0.565, data_time: 0.001, loss: 1.2128 2023-03-20 12:01:10,839 - mmcls - INFO - Epoch [82][3100/5005] lr: 1.000e-03, eta: 14:37:58, time: 0.565, data_time: 0.001, loss: 1.2167 2023-03-20 12:02:07,403 - mmcls - INFO - Epoch [82][3200/5005] lr: 1.000e-03, eta: 14:36:53, time: 0.566, data_time: 0.001, loss: 1.2243 2023-03-20 12:03:03,823 - mmcls - INFO - Epoch [82][3300/5005] lr: 1.000e-03, eta: 14:35:46, time: 0.564, data_time: 0.001, loss: 1.2159 2023-03-20 12:04:00,387 - mmcls - INFO - Epoch [82][3400/5005] lr: 1.000e-03, eta: 14:34:42, time: 0.566, data_time: 0.001, loss: 1.2432 2023-03-20 12:04:56,807 - mmcls - INFO - Epoch [82][3500/5005] lr: 1.000e-03, eta: 14:33:36, time: 0.564, data_time: 0.001, loss: 1.2248 2023-03-20 12:05:53,273 - mmcls - INFO - Epoch [82][3600/5005] lr: 1.000e-03, eta: 14:32:30, time: 0.565, data_time: 0.001, loss: 1.2418 2023-03-20 12:06:49,742 - mmcls - INFO - Epoch [82][3700/5005] lr: 1.000e-03, eta: 14:31:25, time: 0.565, data_time: 0.001, loss: 1.2322 2023-03-20 12:07:46,058 - mmcls - INFO - Epoch [82][3800/5005] lr: 1.000e-03, eta: 14:30:19, time: 0.563, data_time: 0.001, loss: 1.2168 2023-03-20 12:08:42,542 - mmcls - INFO - Epoch [82][3900/5005] lr: 1.000e-03, eta: 14:29:14, time: 0.565, data_time: 0.001, loss: 1.2284 2023-03-20 12:09:39,216 - mmcls - INFO - Epoch [82][4000/5005] lr: 1.000e-03, eta: 14:28:12, time: 0.567, data_time: 0.001, loss: 1.2247 2023-03-20 12:10:36,016 - mmcls - INFO - Epoch [82][4100/5005] lr: 1.000e-03, eta: 14:27:11, time: 0.568, data_time: 0.001, loss: 1.2445 2023-03-20 12:11:32,343 - mmcls - INFO - Epoch [82][4200/5005] lr: 1.000e-03, eta: 14:26:05, time: 0.563, data_time: 0.001, loss: 1.2243 2023-03-20 12:12:28,923 - mmcls - INFO - Epoch [82][4300/5005] lr: 1.000e-03, eta: 14:25:02, time: 0.566, data_time: 0.001, loss: 1.2309 2023-03-20 12:13:25,404 - mmcls - INFO - Epoch [82][4400/5005] lr: 1.000e-03, eta: 14:23:58, time: 0.565, data_time: 0.001, loss: 1.2313 2023-03-20 12:14:21,977 - mmcls - INFO - Epoch [82][4500/5005] lr: 1.000e-03, eta: 14:22:56, time: 0.566, data_time: 0.001, loss: 1.2287 2023-03-20 12:15:18,781 - mmcls - INFO - Epoch [82][4600/5005] lr: 1.000e-03, eta: 14:21:55, time: 0.568, data_time: 0.001, loss: 1.2044 2023-03-20 12:16:15,255 - mmcls - INFO - Epoch [82][4700/5005] lr: 1.000e-03, eta: 14:20:52, time: 0.565, data_time: 0.001, loss: 1.2281 2023-03-20 12:17:11,535 - mmcls - INFO - Epoch [82][4800/5005] lr: 1.000e-03, eta: 14:19:47, time: 0.563, data_time: 0.001, loss: 1.2347 2023-03-20 12:18:07,847 - mmcls - INFO - Epoch [82][4900/5005] lr: 1.000e-03, eta: 14:18:42, time: 0.563, data_time: 0.001, loss: 1.2398 2023-03-20 12:19:04,565 - mmcls - INFO - Epoch [82][5000/5005] lr: 1.000e-03, eta: 14:17:41, time: 0.567, data_time: 0.001, loss: 1.2277 2023-03-20 12:19:08,338 - mmcls - INFO - Saving checkpoint at 82 epochs 2023-03-20 12:19:58,582 - mmcls - INFO - Epoch(val) [82][196] accuracy_top-1: 75.1720, accuracy_top-5: 92.6180 2023-03-20 12:20:58,471 - mmcls - INFO - Epoch [83][100/5005] lr: 1.000e-03, eta: 14:16:40, time: 0.599, data_time: 0.040, loss: 1.2241 2023-03-20 12:21:55,106 - mmcls - INFO - Epoch [83][200/5005] lr: 1.000e-03, eta: 14:15:39, time: 0.566, data_time: 0.001, loss: 1.2008 2023-03-20 12:22:51,439 - mmcls - INFO - Epoch [83][300/5005] lr: 1.000e-03, eta: 14:14:35, time: 0.563, data_time: 0.001, loss: 1.2133 2023-03-20 12:23:47,931 - mmcls - INFO - Epoch [83][400/5005] lr: 1.000e-03, eta: 14:13:33, time: 0.565, data_time: 0.001, loss: 1.2181 2023-03-20 12:24:44,375 - mmcls - INFO - Epoch [83][500/5005] lr: 1.000e-03, eta: 14:12:30, time: 0.564, data_time: 0.001, loss: 1.2123 2023-03-20 12:25:40,841 - mmcls - INFO - Epoch [83][600/5005] lr: 1.000e-03, eta: 14:11:28, time: 0.565, data_time: 0.001, loss: 1.2223 2023-03-20 12:26:37,295 - mmcls - INFO - Epoch [83][700/5005] lr: 1.000e-03, eta: 14:10:25, time: 0.565, data_time: 0.001, loss: 1.2258 2023-03-20 12:27:33,702 - mmcls - INFO - Epoch [83][800/5005] lr: 1.000e-03, eta: 14:09:22, time: 0.564, data_time: 0.001, loss: 1.2306 2023-03-20 12:28:30,094 - mmcls - INFO - Epoch [83][900/5005] lr: 1.000e-03, eta: 14:08:20, time: 0.564, data_time: 0.001, loss: 1.2140 2023-03-20 12:29:26,378 - mmcls - INFO - Epoch [83][1000/5005] lr: 1.000e-03, eta: 14:07:16, time: 0.563, data_time: 0.001, loss: 1.2089 2023-03-20 12:30:22,866 - mmcls - INFO - Epoch [83][1100/5005] lr: 1.000e-03, eta: 14:06:15, time: 0.565, data_time: 0.001, loss: 1.2160 2023-03-20 12:31:19,063 - mmcls - INFO - Epoch [83][1200/5005] lr: 1.000e-03, eta: 14:05:11, time: 0.562, data_time: 0.001, loss: 1.2138 2023-03-20 12:32:15,523 - mmcls - INFO - Epoch [83][1300/5005] lr: 1.000e-03, eta: 14:04:09, time: 0.565, data_time: 0.001, loss: 1.2323 2023-03-20 12:33:11,849 - mmcls - INFO - Epoch [83][1400/5005] lr: 1.000e-03, eta: 14:03:06, time: 0.563, data_time: 0.001, loss: 1.2014 2023-03-20 12:34:08,226 - mmcls - INFO - Epoch [83][1500/5005] lr: 1.000e-03, eta: 14:02:04, time: 0.564, data_time: 0.001, loss: 1.2185 2023-03-20 12:35:04,643 - mmcls - INFO - Epoch [83][1600/5005] lr: 1.000e-03, eta: 14:01:03, time: 0.564, data_time: 0.001, loss: 1.2205 2023-03-20 12:36:01,072 - mmcls - INFO - Epoch [83][1700/5005] lr: 1.000e-03, eta: 14:00:01, time: 0.564, data_time: 0.001, loss: 1.2151 2023-03-20 12:36:57,579 - mmcls - INFO - Epoch [83][1800/5005] lr: 1.000e-03, eta: 13:59:00, time: 0.565, data_time: 0.001, loss: 1.2122 2023-03-20 12:37:53,892 - mmcls - INFO - Epoch [83][1900/5005] lr: 1.000e-03, eta: 13:57:58, time: 0.563, data_time: 0.001, loss: 1.2169 2023-03-20 12:38:50,543 - mmcls - INFO - Epoch [83][2000/5005] lr: 1.000e-03, eta: 13:56:58, time: 0.566, data_time: 0.001, loss: 1.1977 2023-03-20 12:39:47,083 - mmcls - INFO - Epoch [83][2100/5005] lr: 1.000e-03, eta: 13:55:58, time: 0.565, data_time: 0.001, loss: 1.2143 2023-03-20 12:40:43,389 - mmcls - INFO - Epoch [83][2200/5005] lr: 1.000e-03, eta: 13:54:56, time: 0.563, data_time: 0.001, loss: 1.2172 2023-03-20 12:41:39,796 - mmcls - INFO - Epoch [83][2300/5005] lr: 1.000e-03, eta: 13:53:54, time: 0.564, data_time: 0.001, loss: 1.2128 2023-03-20 12:42:36,197 - mmcls - INFO - Epoch [83][2400/5005] lr: 1.000e-03, eta: 13:52:53, time: 0.564, data_time: 0.001, loss: 1.2201 2023-03-20 12:43:32,514 - mmcls - INFO - Epoch [83][2500/5005] lr: 1.000e-03, eta: 13:51:52, time: 0.563, data_time: 0.001, loss: 1.2555 2023-03-20 12:44:28,650 - mmcls - INFO - Epoch [83][2600/5005] lr: 1.000e-03, eta: 13:50:49, time: 0.561, data_time: 0.001, loss: 1.2241 2023-03-20 12:45:24,770 - mmcls - INFO - Epoch [83][2700/5005] lr: 1.000e-03, eta: 13:49:46, time: 0.561, data_time: 0.001, loss: 1.2059 2023-03-20 12:46:21,093 - mmcls - INFO - Epoch [83][2800/5005] lr: 1.000e-03, eta: 13:48:44, time: 0.563, data_time: 0.001, loss: 1.2078 2023-03-20 12:47:17,167 - mmcls - INFO - Epoch [83][2900/5005] lr: 1.000e-03, eta: 13:47:41, time: 0.561, data_time: 0.001, loss: 1.2103 2023-03-20 12:48:13,603 - mmcls - INFO - Epoch [83][3000/5005] lr: 1.000e-03, eta: 13:46:41, time: 0.564, data_time: 0.001, loss: 1.2155 2023-03-20 12:49:09,968 - mmcls - INFO - Epoch [83][3100/5005] lr: 1.000e-03, eta: 13:45:40, time: 0.564, data_time: 0.001, loss: 1.2197 2023-03-20 12:50:06,246 - mmcls - INFO - Epoch [83][3200/5005] lr: 1.000e-03, eta: 13:44:39, time: 0.563, data_time: 0.001, loss: 1.2496 2023-03-20 12:51:02,462 - mmcls - INFO - Epoch [83][3300/5005] lr: 1.000e-03, eta: 13:43:37, time: 0.562, data_time: 0.001, loss: 1.2146 2023-03-20 12:51:58,789 - mmcls - INFO - Epoch [83][3400/5005] lr: 1.000e-03, eta: 13:42:36, time: 0.563, data_time: 0.001, loss: 1.2251 2023-03-20 12:52:55,002 - mmcls - INFO - Epoch [83][3500/5005] lr: 1.000e-03, eta: 13:41:34, time: 0.562, data_time: 0.001, loss: 1.2262 2023-03-20 12:53:51,445 - mmcls - INFO - Epoch [83][3600/5005] lr: 1.000e-03, eta: 13:40:34, time: 0.564, data_time: 0.001, loss: 1.2214 2023-03-20 12:54:47,727 - mmcls - INFO - Epoch [83][3700/5005] lr: 1.000e-03, eta: 13:39:33, time: 0.563, data_time: 0.001, loss: 1.2530 2023-03-20 12:55:44,209 - mmcls - INFO - Epoch [83][3800/5005] lr: 1.000e-03, eta: 13:38:34, time: 0.565, data_time: 0.001, loss: 1.2218 2023-03-20 12:56:40,768 - mmcls - INFO - Epoch [83][3900/5005] lr: 1.000e-03, eta: 13:37:35, time: 0.566, data_time: 0.001, loss: 1.2178 2023-03-20 12:57:37,187 - mmcls - INFO - Epoch [83][4000/5005] lr: 1.000e-03, eta: 13:36:35, time: 0.564, data_time: 0.001, loss: 1.2109 2023-03-20 12:58:33,483 - mmcls - INFO - Epoch [83][4100/5005] lr: 1.000e-03, eta: 13:35:34, time: 0.563, data_time: 0.001, loss: 1.2243 2023-03-20 12:59:29,845 - mmcls - INFO - Epoch [83][4200/5005] lr: 1.000e-03, eta: 13:34:34, time: 0.564, data_time: 0.001, loss: 1.2179 2023-03-20 13:00:26,304 - mmcls - INFO - Epoch [83][4300/5005] lr: 1.000e-03, eta: 13:33:34, time: 0.565, data_time: 0.001, loss: 1.2198 2023-03-20 13:01:22,612 - mmcls - INFO - Epoch [83][4400/5005] lr: 1.000e-03, eta: 13:32:34, time: 0.563, data_time: 0.001, loss: 1.2403 2023-03-20 13:02:19,028 - mmcls - INFO - Epoch [83][4500/5005] lr: 1.000e-03, eta: 13:31:34, time: 0.564, data_time: 0.001, loss: 1.2441 2023-03-20 13:03:15,526 - mmcls - INFO - Epoch [83][4600/5005] lr: 1.000e-03, eta: 13:30:35, time: 0.565, data_time: 0.001, loss: 1.2063 2023-03-20 13:04:11,754 - mmcls - INFO - Epoch [83][4700/5005] lr: 1.000e-03, eta: 13:29:34, time: 0.562, data_time: 0.001, loss: 1.2305 2023-03-20 13:05:08,113 - mmcls - INFO - Epoch [83][4800/5005] lr: 1.000e-03, eta: 13:28:34, time: 0.564, data_time: 0.001, loss: 1.2376 2023-03-20 13:06:04,385 - mmcls - INFO - Epoch [83][4900/5005] lr: 1.000e-03, eta: 13:27:34, time: 0.563, data_time: 0.001, loss: 1.2235 2023-03-20 13:07:00,842 - mmcls - INFO - Epoch [83][5000/5005] lr: 1.000e-03, eta: 13:26:34, time: 0.565, data_time: 0.001, loss: 1.2298 2023-03-20 13:07:04,664 - mmcls - INFO - Saving checkpoint at 83 epochs 2023-03-20 13:07:55,191 - mmcls - INFO - Epoch(val) [83][196] accuracy_top-1: 75.1060, accuracy_top-5: 92.4580 2023-03-20 13:08:54,921 - mmcls - INFO - Epoch [84][100/5005] lr: 1.000e-03, eta: 13:25:35, time: 0.597, data_time: 0.038, loss: 1.1928 2023-03-20 13:09:51,490 - mmcls - INFO - Epoch [84][200/5005] lr: 1.000e-03, eta: 13:24:36, time: 0.566, data_time: 0.001, loss: 1.2192 2023-03-20 13:10:47,920 - mmcls - INFO - Epoch [84][300/5005] lr: 1.000e-03, eta: 13:23:37, time: 0.564, data_time: 0.001, loss: 1.2025 2023-03-20 13:11:44,268 - mmcls - INFO - Epoch [84][400/5005] lr: 1.000e-03, eta: 13:22:37, time: 0.563, data_time: 0.001, loss: 1.2094 2023-03-20 13:12:40,505 - mmcls - INFO - Epoch [84][500/5005] lr: 1.000e-03, eta: 13:21:37, time: 0.562, data_time: 0.001, loss: 1.1845 2023-03-20 13:13:36,799 - mmcls - INFO - Epoch [84][600/5005] lr: 1.000e-03, eta: 13:20:37, time: 0.563, data_time: 0.001, loss: 1.2248 2023-03-20 13:14:33,272 - mmcls - INFO - Epoch [84][700/5005] lr: 1.000e-03, eta: 13:19:38, time: 0.565, data_time: 0.001, loss: 1.2084 2023-03-20 13:15:29,631 - mmcls - INFO - Epoch [84][800/5005] lr: 1.000e-03, eta: 13:18:38, time: 0.564, data_time: 0.001, loss: 1.2320 2023-03-20 13:16:25,854 - mmcls - INFO - Epoch [84][900/5005] lr: 1.000e-03, eta: 13:17:38, time: 0.562, data_time: 0.001, loss: 1.2077 2023-03-20 13:17:22,252 - mmcls - INFO - Epoch [84][1000/5005] lr: 1.000e-03, eta: 13:16:39, time: 0.564, data_time: 0.001, loss: 1.2302 2023-03-20 13:18:18,771 - mmcls - INFO - Epoch [84][1100/5005] lr: 1.000e-03, eta: 13:15:40, time: 0.565, data_time: 0.001, loss: 1.2051 2023-03-20 13:19:15,092 - mmcls - INFO - Epoch [84][1200/5005] lr: 1.000e-03, eta: 13:14:41, time: 0.563, data_time: 0.001, loss: 1.2273 2023-03-20 13:20:11,537 - mmcls - INFO - Epoch [84][1300/5005] lr: 1.000e-03, eta: 13:13:42, time: 0.564, data_time: 0.001, loss: 1.2233 2023-03-20 13:21:08,093 - mmcls - INFO - Epoch [84][1400/5005] lr: 1.000e-03, eta: 13:12:44, time: 0.566, data_time: 0.001, loss: 1.2203 2023-03-20 13:22:04,435 - mmcls - INFO - Epoch [84][1500/5005] lr: 1.000e-03, eta: 13:11:44, time: 0.563, data_time: 0.001, loss: 1.2155 2023-03-20 13:23:00,760 - mmcls - INFO - Epoch [84][1600/5005] lr: 1.000e-03, eta: 13:10:45, time: 0.563, data_time: 0.001, loss: 1.2026 2023-03-20 13:23:57,175 - mmcls - INFO - Epoch [84][1700/5005] lr: 1.000e-03, eta: 13:09:46, time: 0.564, data_time: 0.001, loss: 1.2173 2023-03-20 13:24:53,535 - mmcls - INFO - Epoch [84][1800/5005] lr: 1.000e-03, eta: 13:08:47, time: 0.564, data_time: 0.001, loss: 1.2160 2023-03-20 13:25:49,813 - mmcls - INFO - Epoch [84][1900/5005] lr: 1.000e-03, eta: 13:07:47, time: 0.563, data_time: 0.001, loss: 1.2239 2023-03-20 13:26:46,332 - mmcls - INFO - Epoch [84][2000/5005] lr: 1.000e-03, eta: 13:06:49, time: 0.565, data_time: 0.001, loss: 1.2127 2023-03-20 13:27:42,553 - mmcls - INFO - Epoch [84][2100/5005] lr: 1.000e-03, eta: 13:05:49, time: 0.562, data_time: 0.001, loss: 1.2222 2023-03-20 13:28:39,036 - mmcls - INFO - Epoch [84][2200/5005] lr: 1.000e-03, eta: 13:04:51, time: 0.565, data_time: 0.001, loss: 1.2262 2023-03-20 13:29:35,507 - mmcls - INFO - Epoch [84][2300/5005] lr: 1.000e-03, eta: 13:03:52, time: 0.565, data_time: 0.001, loss: 1.2229 2023-03-20 13:30:32,054 - mmcls - INFO - Epoch [84][2400/5005] lr: 1.000e-03, eta: 13:02:54, time: 0.565, data_time: 0.001, loss: 1.2278 2023-03-20 13:31:28,864 - mmcls - INFO - Epoch [84][2500/5005] lr: 1.000e-03, eta: 13:01:57, time: 0.568, data_time: 0.001, loss: 1.2133 2023-03-20 13:32:25,689 - mmcls - INFO - Epoch [84][2600/5005] lr: 1.000e-03, eta: 13:01:01, time: 0.568, data_time: 0.001, loss: 1.2360 2023-03-20 13:33:22,350 - mmcls - INFO - Epoch [84][2700/5005] lr: 1.000e-03, eta: 13:00:03, time: 0.567, data_time: 0.001, loss: 1.2238 2023-03-20 13:34:19,009 - mmcls - INFO - Epoch [84][2800/5005] lr: 1.000e-03, eta: 12:59:06, time: 0.567, data_time: 0.001, loss: 1.2339 2023-03-20 13:35:15,588 - mmcls - INFO - Epoch [84][2900/5005] lr: 1.000e-03, eta: 12:58:08, time: 0.566, data_time: 0.001, loss: 1.2121 2023-03-20 13:36:12,313 - mmcls - INFO - Epoch [84][3000/5005] lr: 1.000e-03, eta: 12:57:10, time: 0.567, data_time: 0.001, loss: 1.2189 2023-03-20 13:37:08,820 - mmcls - INFO - Epoch [84][3100/5005] lr: 1.000e-03, eta: 12:56:12, time: 0.565, data_time: 0.001, loss: 1.2157 2023-03-20 13:38:05,434 - mmcls - INFO - Epoch [84][3200/5005] lr: 1.000e-03, eta: 12:55:15, time: 0.566, data_time: 0.001, loss: 1.2353 2023-03-20 13:39:01,927 - mmcls - INFO - Epoch [84][3300/5005] lr: 1.000e-03, eta: 12:54:16, time: 0.565, data_time: 0.001, loss: 1.2159 2023-03-20 13:39:58,488 - mmcls - INFO - Epoch [84][3400/5005] lr: 1.000e-03, eta: 12:53:18, time: 0.566, data_time: 0.001, loss: 1.2288 2023-03-20 13:40:55,026 - mmcls - INFO - Epoch [84][3500/5005] lr: 1.000e-03, eta: 12:52:20, time: 0.565, data_time: 0.001, loss: 1.2017 2023-03-20 13:41:51,566 - mmcls - INFO - Epoch [84][3600/5005] lr: 1.000e-03, eta: 12:51:23, time: 0.565, data_time: 0.001, loss: 1.2347 2023-03-20 13:42:48,172 - mmcls - INFO - Epoch [84][3700/5005] lr: 1.000e-03, eta: 12:50:25, time: 0.566, data_time: 0.001, loss: 1.2330 2023-03-20 13:43:44,768 - mmcls - INFO - Epoch [84][3800/5005] lr: 1.000e-03, eta: 12:49:27, time: 0.566, data_time: 0.001, loss: 1.2304 2023-03-20 13:44:41,397 - mmcls - INFO - Epoch [84][3900/5005] lr: 1.000e-03, eta: 12:48:30, time: 0.566, data_time: 0.001, loss: 1.2297 2023-03-20 13:45:37,822 - mmcls - INFO - Epoch [84][4000/5005] lr: 1.000e-03, eta: 12:47:31, time: 0.564, data_time: 0.001, loss: 1.2239 2023-03-20 13:46:34,288 - mmcls - INFO - Epoch [84][4100/5005] lr: 1.000e-03, eta: 12:46:33, time: 0.565, data_time: 0.001, loss: 1.2315 2023-03-20 13:47:30,928 - mmcls - INFO - Epoch [84][4200/5005] lr: 1.000e-03, eta: 12:45:36, time: 0.566, data_time: 0.001, loss: 1.2316 2023-03-20 13:48:27,327 - mmcls - INFO - Epoch [84][4300/5005] lr: 1.000e-03, eta: 12:44:37, time: 0.564, data_time: 0.001, loss: 1.2256 2023-03-20 13:49:23,841 - mmcls - INFO - Epoch [84][4400/5005] lr: 1.000e-03, eta: 12:43:39, time: 0.565, data_time: 0.001, loss: 1.2478 2023-03-20 13:50:20,237 - mmcls - INFO - Epoch [84][4500/5005] lr: 1.000e-03, eta: 12:42:41, time: 0.564, data_time: 0.001, loss: 1.2075 2023-03-20 13:51:16,723 - mmcls - INFO - Epoch [84][4600/5005] lr: 1.000e-03, eta: 12:41:43, time: 0.565, data_time: 0.001, loss: 1.2221 2023-03-20 13:52:13,555 - mmcls - INFO - Epoch [84][4700/5005] lr: 1.000e-03, eta: 12:40:46, time: 0.568, data_time: 0.001, loss: 1.2386 2023-03-20 13:53:10,123 - mmcls - INFO - Epoch [84][4800/5005] lr: 1.000e-03, eta: 12:39:49, time: 0.566, data_time: 0.001, loss: 1.2150 2023-03-20 13:54:06,794 - mmcls - INFO - Epoch [84][4900/5005] lr: 1.000e-03, eta: 12:38:51, time: 0.567, data_time: 0.001, loss: 1.2172 2023-03-20 13:55:03,094 - mmcls - INFO - Epoch [84][5000/5005] lr: 1.000e-03, eta: 12:37:53, time: 0.563, data_time: 0.001, loss: 1.2349 2023-03-20 13:55:07,007 - mmcls - INFO - Saving checkpoint at 84 epochs 2023-03-20 13:55:57,131 - mmcls - INFO - Epoch(val) [84][196] accuracy_top-1: 75.1600, accuracy_top-5: 92.5020 2023-03-20 13:56:56,855 - mmcls - INFO - Epoch [85][100/5005] lr: 1.000e-03, eta: 12:36:53, time: 0.597, data_time: 0.038, loss: 1.1924 2023-03-20 13:57:53,317 - mmcls - INFO - Epoch [85][200/5005] lr: 1.000e-03, eta: 12:35:55, time: 0.565, data_time: 0.001, loss: 1.2192 2023-03-20 13:58:49,670 - mmcls - INFO - Epoch [85][300/5005] lr: 1.000e-03, eta: 12:34:57, time: 0.563, data_time: 0.001, loss: 1.2055 2023-03-20 13:59:45,993 - mmcls - INFO - Epoch [85][400/5005] lr: 1.000e-03, eta: 12:33:58, time: 0.563, data_time: 0.001, loss: 1.2075 2023-03-20 14:00:42,215 - mmcls - INFO - Epoch [85][500/5005] lr: 1.000e-03, eta: 12:32:59, time: 0.562, data_time: 0.001, loss: 1.2029 2023-03-20 14:01:38,672 - mmcls - INFO - Epoch [85][600/5005] lr: 1.000e-03, eta: 12:32:01, time: 0.565, data_time: 0.001, loss: 1.2243 2023-03-20 14:02:34,971 - mmcls - INFO - Epoch [85][700/5005] lr: 1.000e-03, eta: 12:31:03, time: 0.563, data_time: 0.001, loss: 1.2193 2023-03-20 14:03:31,349 - mmcls - INFO - Epoch [85][800/5005] lr: 1.000e-03, eta: 12:30:04, time: 0.564, data_time: 0.001, loss: 1.2132 2023-03-20 14:04:27,655 - mmcls - INFO - Epoch [85][900/5005] lr: 1.000e-03, eta: 12:29:06, time: 0.563, data_time: 0.001, loss: 1.2226 2023-03-20 14:05:23,977 - mmcls - INFO - Epoch [85][1000/5005] lr: 1.000e-03, eta: 12:28:07, time: 0.563, data_time: 0.001, loss: 1.2159 2023-03-20 14:06:20,227 - mmcls - INFO - Epoch [85][1100/5005] lr: 1.000e-03, eta: 12:27:09, time: 0.562, data_time: 0.001, loss: 1.2175 2023-03-20 14:07:16,539 - mmcls - INFO - Epoch [85][1200/5005] lr: 1.000e-03, eta: 12:26:10, time: 0.563, data_time: 0.001, loss: 1.2100 2023-03-20 14:08:13,209 - mmcls - INFO - Epoch [85][1300/5005] lr: 1.000e-03, eta: 12:25:13, time: 0.567, data_time: 0.001, loss: 1.2057 2023-03-20 14:09:09,639 - mmcls - INFO - Epoch [85][1400/5005] lr: 1.000e-03, eta: 12:24:15, time: 0.564, data_time: 0.001, loss: 1.2336 2023-03-20 14:10:06,063 - mmcls - INFO - Epoch [85][1500/5005] lr: 1.000e-03, eta: 12:23:17, time: 0.564, data_time: 0.001, loss: 1.1989 2023-03-20 14:11:02,617 - mmcls - INFO - Epoch [85][1600/5005] lr: 1.000e-03, eta: 12:22:20, time: 0.566, data_time: 0.001, loss: 1.2523 2023-03-20 14:11:58,981 - mmcls - INFO - Epoch [85][1700/5005] lr: 1.000e-03, eta: 12:21:22, time: 0.564, data_time: 0.001, loss: 1.2225 2023-03-20 14:12:55,526 - mmcls - INFO - Epoch [85][1800/5005] lr: 1.000e-03, eta: 12:20:24, time: 0.565, data_time: 0.001, loss: 1.2087 2023-03-20 14:13:51,832 - mmcls - INFO - Epoch [85][1900/5005] lr: 1.000e-03, eta: 12:19:26, time: 0.563, data_time: 0.001, loss: 1.2232 2023-03-20 14:14:48,210 - mmcls - INFO - Epoch [85][2000/5005] lr: 1.000e-03, eta: 12:18:28, time: 0.564, data_time: 0.001, loss: 1.2174 2023-03-20 14:15:44,535 - mmcls - INFO - Epoch [85][2100/5005] lr: 1.000e-03, eta: 12:17:29, time: 0.563, data_time: 0.001, loss: 1.2144 2023-03-20 14:16:41,212 - mmcls - INFO - Epoch [85][2200/5005] lr: 1.000e-03, eta: 12:16:32, time: 0.567, data_time: 0.001, loss: 1.2161 2023-03-20 14:17:37,559 - mmcls - INFO - Epoch [85][2300/5005] lr: 1.000e-03, eta: 12:15:34, time: 0.563, data_time: 0.001, loss: 1.2095 2023-03-20 14:18:33,976 - mmcls - INFO - Epoch [85][2400/5005] lr: 1.000e-03, eta: 12:14:36, time: 0.564, data_time: 0.001, loss: 1.2301 2023-03-20 14:19:30,123 - mmcls - INFO - Epoch [85][2500/5005] lr: 1.000e-03, eta: 12:13:38, time: 0.561, data_time: 0.001, loss: 1.2430 2023-03-20 14:20:26,385 - mmcls - INFO - Epoch [85][2600/5005] lr: 1.000e-03, eta: 12:12:39, time: 0.563, data_time: 0.001, loss: 1.2081 2023-03-20 14:21:22,735 - mmcls - INFO - Epoch [85][2700/5005] lr: 1.000e-03, eta: 12:11:41, time: 0.563, data_time: 0.001, loss: 1.2241 2023-03-20 14:22:19,189 - mmcls - INFO - Epoch [85][2800/5005] lr: 1.000e-03, eta: 12:10:44, time: 0.565, data_time: 0.001, loss: 1.2072 2023-03-20 14:23:15,460 - mmcls - INFO - Epoch [85][2900/5005] lr: 1.000e-03, eta: 12:09:45, time: 0.563, data_time: 0.001, loss: 1.2205 2023-03-20 14:24:11,738 - mmcls - INFO - Epoch [85][3000/5005] lr: 1.000e-03, eta: 12:08:47, time: 0.563, data_time: 0.001, loss: 1.2230 2023-03-20 14:25:08,117 - mmcls - INFO - Epoch [85][3100/5005] lr: 1.000e-03, eta: 12:07:49, time: 0.564, data_time: 0.001, loss: 1.2229 2023-03-20 14:26:04,347 - mmcls - INFO - Epoch [85][3200/5005] lr: 1.000e-03, eta: 12:06:51, time: 0.562, data_time: 0.001, loss: 1.2062 2023-03-20 14:27:00,574 - mmcls - INFO - Epoch [85][3300/5005] lr: 1.000e-03, eta: 12:05:52, time: 0.562, data_time: 0.001, loss: 1.2042 2023-03-20 14:27:56,963 - mmcls - INFO - Epoch [85][3400/5005] lr: 1.000e-03, eta: 12:04:54, time: 0.564, data_time: 0.001, loss: 1.2249 2023-03-20 14:28:53,437 - mmcls - INFO - Epoch [85][3500/5005] lr: 1.000e-03, eta: 12:03:57, time: 0.565, data_time: 0.001, loss: 1.2211 2023-03-20 14:29:49,769 - mmcls - INFO - Epoch [85][3600/5005] lr: 1.000e-03, eta: 12:02:59, time: 0.563, data_time: 0.001, loss: 1.2202 2023-03-20 14:30:46,336 - mmcls - INFO - Epoch [85][3700/5005] lr: 1.000e-03, eta: 12:02:02, time: 0.566, data_time: 0.001, loss: 1.2035 2023-03-20 14:31:42,862 - mmcls - INFO - Epoch [85][3800/5005] lr: 1.000e-03, eta: 12:01:04, time: 0.565, data_time: 0.001, loss: 1.2381 2023-03-20 14:32:39,327 - mmcls - INFO - Epoch [85][3900/5005] lr: 1.000e-03, eta: 12:00:07, time: 0.565, data_time: 0.001, loss: 1.2342 2023-03-20 14:33:35,644 - mmcls - INFO - Epoch [85][4000/5005] lr: 1.000e-03, eta: 11:59:09, time: 0.563, data_time: 0.001, loss: 1.2349 2023-03-20 14:34:32,097 - mmcls - INFO - Epoch [85][4100/5005] lr: 1.000e-03, eta: 11:58:11, time: 0.565, data_time: 0.001, loss: 1.2261 2023-03-20 14:35:28,618 - mmcls - INFO - Epoch [85][4200/5005] lr: 1.000e-03, eta: 11:57:14, time: 0.565, data_time: 0.001, loss: 1.2355 2023-03-20 14:36:25,044 - mmcls - INFO - Epoch [85][4300/5005] lr: 1.000e-03, eta: 11:56:16, time: 0.564, data_time: 0.001, loss: 1.2281 2023-03-20 14:37:21,610 - mmcls - INFO - Epoch [85][4400/5005] lr: 1.000e-03, eta: 11:55:19, time: 0.566, data_time: 0.001, loss: 1.2252 2023-03-20 14:38:17,988 - mmcls - INFO - Epoch [85][4500/5005] lr: 1.000e-03, eta: 11:54:21, time: 0.564, data_time: 0.001, loss: 1.2104 2023-03-20 14:39:14,384 - mmcls - INFO - Epoch [85][4600/5005] lr: 1.000e-03, eta: 11:53:24, time: 0.564, data_time: 0.001, loss: 1.2292 2023-03-20 14:40:10,756 - mmcls - INFO - Epoch [85][4700/5005] lr: 1.000e-03, eta: 11:52:26, time: 0.564, data_time: 0.001, loss: 1.2173 2023-03-20 14:41:06,957 - mmcls - INFO - Epoch [85][4800/5005] lr: 1.000e-03, eta: 11:51:28, time: 0.562, data_time: 0.001, loss: 1.2387 2023-03-20 14:42:03,372 - mmcls - INFO - Epoch [85][4900/5005] lr: 1.000e-03, eta: 11:50:30, time: 0.564, data_time: 0.001, loss: 1.2114 2023-03-20 14:42:59,593 - mmcls - INFO - Epoch [85][5000/5005] lr: 1.000e-03, eta: 11:49:32, time: 0.562, data_time: 0.001, loss: 1.2212 2023-03-20 14:43:03,420 - mmcls - INFO - Saving checkpoint at 85 epochs 2023-03-20 14:43:53,730 - mmcls - INFO - Epoch(val) [85][196] accuracy_top-1: 75.2280, accuracy_top-5: 92.7160 2023-03-20 14:44:53,578 - mmcls - INFO - Epoch [86][100/5005] lr: 1.000e-03, eta: 11:48:33, time: 0.598, data_time: 0.039, loss: 1.1864 2023-03-20 14:45:49,981 - mmcls - INFO - Epoch [86][200/5005] lr: 1.000e-03, eta: 11:47:36, time: 0.564, data_time: 0.001, loss: 1.2147 2023-03-20 14:46:46,304 - mmcls - INFO - Epoch [86][300/5005] lr: 1.000e-03, eta: 11:46:38, time: 0.563, data_time: 0.001, loss: 1.2049 2023-03-20 14:47:42,702 - mmcls - INFO - Epoch [86][400/5005] lr: 1.000e-03, eta: 11:45:40, time: 0.564, data_time: 0.001, loss: 1.2112 2023-03-20 14:48:39,446 - mmcls - INFO - Epoch [86][500/5005] lr: 1.000e-03, eta: 11:44:44, time: 0.567, data_time: 0.001, loss: 1.2091 2023-03-20 14:49:35,886 - mmcls - INFO - Epoch [86][600/5005] lr: 1.000e-03, eta: 11:43:46, time: 0.564, data_time: 0.001, loss: 1.2116 2023-03-20 14:50:32,339 - mmcls - INFO - Epoch [86][700/5005] lr: 1.000e-03, eta: 11:42:49, time: 0.564, data_time: 0.001, loss: 1.2099 2023-03-20 14:51:28,813 - mmcls - INFO - Epoch [86][800/5005] lr: 1.000e-03, eta: 11:41:52, time: 0.565, data_time: 0.001, loss: 1.2073 2023-03-20 14:52:25,375 - mmcls - INFO - Epoch [86][900/5005] lr: 1.000e-03, eta: 11:40:54, time: 0.566, data_time: 0.001, loss: 1.2249 2023-03-20 14:53:21,697 - mmcls - INFO - Epoch [86][1000/5005] lr: 1.000e-03, eta: 11:39:57, time: 0.563, data_time: 0.001, loss: 1.2041 2023-03-20 14:54:18,207 - mmcls - INFO - Epoch [86][1100/5005] lr: 1.000e-03, eta: 11:38:59, time: 0.565, data_time: 0.001, loss: 1.2314 2023-03-20 14:55:14,614 - mmcls - INFO - Epoch [86][1200/5005] lr: 1.000e-03, eta: 11:38:02, time: 0.564, data_time: 0.001, loss: 1.2230 2023-03-20 14:56:11,064 - mmcls - INFO - Epoch [86][1300/5005] lr: 1.000e-03, eta: 11:37:05, time: 0.564, data_time: 0.001, loss: 1.2100 2023-03-20 14:57:07,568 - mmcls - INFO - Epoch [86][1400/5005] lr: 1.000e-03, eta: 11:36:07, time: 0.565, data_time: 0.001, loss: 1.2218 2023-03-20 14:58:03,840 - mmcls - INFO - Epoch [86][1500/5005] lr: 1.000e-03, eta: 11:35:09, time: 0.563, data_time: 0.001, loss: 1.2113 2023-03-20 14:59:00,267 - mmcls - INFO - Epoch [86][1600/5005] lr: 1.000e-03, eta: 11:34:12, time: 0.564, data_time: 0.001, loss: 1.2272 2023-03-20 14:59:56,522 - mmcls - INFO - Epoch [86][1700/5005] lr: 1.000e-03, eta: 11:33:14, time: 0.563, data_time: 0.001, loss: 1.2291 2023-03-20 15:00:52,982 - mmcls - INFO - Epoch [86][1800/5005] lr: 1.000e-03, eta: 11:32:17, time: 0.565, data_time: 0.001, loss: 1.2140 2023-03-20 15:01:49,419 - mmcls - INFO - Epoch [86][1900/5005] lr: 1.000e-03, eta: 11:31:19, time: 0.564, data_time: 0.001, loss: 1.1963 2023-03-20 15:02:46,009 - mmcls - INFO - Epoch [86][2000/5005] lr: 1.000e-03, eta: 11:30:22, time: 0.566, data_time: 0.001, loss: 1.2094 2023-03-20 15:03:42,514 - mmcls - INFO - Epoch [86][2100/5005] lr: 1.000e-03, eta: 11:29:25, time: 0.565, data_time: 0.001, loss: 1.2106 2023-03-20 15:04:39,094 - mmcls - INFO - Epoch [86][2200/5005] lr: 1.000e-03, eta: 11:28:28, time: 0.566, data_time: 0.001, loss: 1.2157 2023-03-20 15:05:35,463 - mmcls - INFO - Epoch [86][2300/5005] lr: 1.000e-03, eta: 11:27:31, time: 0.564, data_time: 0.001, loss: 1.2224 2023-03-20 15:06:32,054 - mmcls - INFO - Epoch [86][2400/5005] lr: 1.000e-03, eta: 11:26:34, time: 0.566, data_time: 0.001, loss: 1.2137 2023-03-20 15:07:28,533 - mmcls - INFO - Epoch [86][2500/5005] lr: 1.000e-03, eta: 11:25:37, time: 0.565, data_time: 0.001, loss: 1.2420 2023-03-20 15:08:24,912 - mmcls - INFO - Epoch [86][2600/5005] lr: 1.000e-03, eta: 11:24:39, time: 0.564, data_time: 0.001, loss: 1.2252 2023-03-20 15:09:21,474 - mmcls - INFO - Epoch [86][2700/5005] lr: 1.000e-03, eta: 11:23:42, time: 0.566, data_time: 0.001, loss: 1.2319 2023-03-20 15:10:17,849 - mmcls - INFO - Epoch [86][2800/5005] lr: 1.000e-03, eta: 11:22:45, time: 0.564, data_time: 0.001, loss: 1.2242 2023-03-20 15:11:14,294 - mmcls - INFO - Epoch [86][2900/5005] lr: 1.000e-03, eta: 11:21:47, time: 0.564, data_time: 0.001, loss: 1.2378 2023-03-20 15:12:10,709 - mmcls - INFO - Epoch [86][3000/5005] lr: 1.000e-03, eta: 11:20:50, time: 0.564, data_time: 0.001, loss: 1.2213 2023-03-20 15:13:07,213 - mmcls - INFO - Epoch [86][3100/5005] lr: 1.000e-03, eta: 11:19:53, time: 0.565, data_time: 0.001, loss: 1.2170 2023-03-20 15:14:03,553 - mmcls - INFO - Epoch [86][3200/5005] lr: 1.000e-03, eta: 11:18:55, time: 0.563, data_time: 0.001, loss: 1.2081 2023-03-20 15:14:59,905 - mmcls - INFO - Epoch [86][3300/5005] lr: 1.000e-03, eta: 11:17:58, time: 0.563, data_time: 0.001, loss: 1.2102 2023-03-20 15:15:56,434 - mmcls - INFO - Epoch [86][3400/5005] lr: 1.000e-03, eta: 11:17:01, time: 0.565, data_time: 0.001, loss: 1.2113 2023-03-20 15:16:52,895 - mmcls - INFO - Epoch [86][3500/5005] lr: 1.000e-03, eta: 11:16:04, time: 0.565, data_time: 0.001, loss: 1.2205 2023-03-20 15:17:49,561 - mmcls - INFO - Epoch [86][3600/5005] lr: 1.000e-03, eta: 11:15:07, time: 0.567, data_time: 0.001, loss: 1.2088 2023-03-20 15:18:46,046 - mmcls - INFO - Epoch [86][3700/5005] lr: 1.000e-03, eta: 11:14:10, time: 0.565, data_time: 0.001, loss: 1.2376 2023-03-20 15:19:42,554 - mmcls - INFO - Epoch [86][3800/5005] lr: 1.000e-03, eta: 11:13:13, time: 0.565, data_time: 0.001, loss: 1.2085 2023-03-20 15:20:39,145 - mmcls - INFO - Epoch [86][3900/5005] lr: 1.000e-03, eta: 11:12:16, time: 0.566, data_time: 0.001, loss: 1.2304 2023-03-20 15:21:35,544 - mmcls - INFO - Epoch [86][4000/5005] lr: 1.000e-03, eta: 11:11:18, time: 0.564, data_time: 0.001, loss: 1.2378 2023-03-20 15:22:31,899 - mmcls - INFO - Epoch [86][4100/5005] lr: 1.000e-03, eta: 11:10:21, time: 0.564, data_time: 0.001, loss: 1.2030 2023-03-20 15:23:28,270 - mmcls - INFO - Epoch [86][4200/5005] lr: 1.000e-03, eta: 11:09:24, time: 0.564, data_time: 0.001, loss: 1.2470 2023-03-20 15:24:24,846 - mmcls - INFO - Epoch [86][4300/5005] lr: 1.000e-03, eta: 11:08:27, time: 0.566, data_time: 0.001, loss: 1.2197 2023-03-20 15:25:21,363 - mmcls - INFO - Epoch [86][4400/5005] lr: 1.000e-03, eta: 11:07:30, time: 0.565, data_time: 0.001, loss: 1.2376 2023-03-20 15:26:17,707 - mmcls - INFO - Epoch [86][4500/5005] lr: 1.000e-03, eta: 11:06:32, time: 0.563, data_time: 0.001, loss: 1.2281 2023-03-20 15:27:14,374 - mmcls - INFO - Epoch [86][4600/5005] lr: 1.000e-03, eta: 11:05:36, time: 0.567, data_time: 0.001, loss: 1.2241 2023-03-20 15:28:10,936 - mmcls - INFO - Epoch [86][4700/5005] lr: 1.000e-03, eta: 11:04:39, time: 0.566, data_time: 0.001, loss: 1.2311 2023-03-20 15:29:07,445 - mmcls - INFO - Epoch [86][4800/5005] lr: 1.000e-03, eta: 11:03:42, time: 0.565, data_time: 0.001, loss: 1.2139 2023-03-20 15:30:03,767 - mmcls - INFO - Epoch [86][4900/5005] lr: 1.000e-03, eta: 11:02:44, time: 0.563, data_time: 0.001, loss: 1.2280 2023-03-20 15:31:00,204 - mmcls - INFO - Epoch [86][5000/5005] lr: 1.000e-03, eta: 11:01:47, time: 0.564, data_time: 0.001, loss: 1.2201 2023-03-20 15:31:04,135 - mmcls - INFO - Saving checkpoint at 86 epochs 2023-03-20 15:31:54,465 - mmcls - INFO - Epoch(val) [86][196] accuracy_top-1: 75.2040, accuracy_top-5: 92.5340 2023-03-20 15:32:54,440 - mmcls - INFO - Epoch [87][100/5005] lr: 1.000e-03, eta: 11:00:48, time: 0.600, data_time: 0.039, loss: 1.1966 2023-03-20 15:33:50,794 - mmcls - INFO - Epoch [87][200/5005] lr: 1.000e-03, eta: 10:59:51, time: 0.564, data_time: 0.001, loss: 1.2016 2023-03-20 15:34:47,178 - mmcls - INFO - Epoch [87][300/5005] lr: 1.000e-03, eta: 10:58:54, time: 0.564, data_time: 0.001, loss: 1.1889 2023-03-20 15:35:43,451 - mmcls - INFO - Epoch [87][400/5005] lr: 1.000e-03, eta: 10:57:56, time: 0.563, data_time: 0.001, loss: 1.2139 2023-03-20 15:36:39,683 - mmcls - INFO - Epoch [87][500/5005] lr: 1.000e-03, eta: 10:56:59, time: 0.562, data_time: 0.001, loss: 1.2290 2023-03-20 15:37:36,168 - mmcls - INFO - Epoch [87][600/5005] lr: 1.000e-03, eta: 10:56:01, time: 0.565, data_time: 0.001, loss: 1.2172 2023-03-20 15:38:32,902 - mmcls - INFO - Epoch [87][700/5005] lr: 1.000e-03, eta: 10:55:05, time: 0.567, data_time: 0.001, loss: 1.2277 2023-03-20 15:39:29,405 - mmcls - INFO - Epoch [87][800/5005] lr: 1.000e-03, eta: 10:54:08, time: 0.565, data_time: 0.001, loss: 1.2323 2023-03-20 15:40:27,619 - mmcls - INFO - Epoch [87][900/5005] lr: 1.000e-03, eta: 10:53:15, time: 0.582, data_time: 0.001, loss: 1.2247 2023-03-20 15:41:24,154 - mmcls - INFO - Epoch [87][1000/5005] lr: 1.000e-03, eta: 10:52:18, time: 0.565, data_time: 0.001, loss: 1.1958 2023-03-20 15:42:20,638 - mmcls - INFO - Epoch [87][1100/5005] lr: 1.000e-03, eta: 10:51:21, time: 0.565, data_time: 0.001, loss: 1.2078 2023-03-20 15:43:16,913 - mmcls - INFO - Epoch [87][1200/5005] lr: 1.000e-03, eta: 10:50:23, time: 0.563, data_time: 0.001, loss: 1.2234 2023-03-20 15:44:13,297 - mmcls - INFO - Epoch [87][1300/5005] lr: 1.000e-03, eta: 10:49:26, time: 0.564, data_time: 0.001, loss: 1.2391 2023-03-20 15:45:09,745 - mmcls - INFO - Epoch [87][1400/5005] lr: 1.000e-03, eta: 10:48:29, time: 0.564, data_time: 0.001, loss: 1.2175 2023-03-20 15:46:06,164 - mmcls - INFO - Epoch [87][1500/5005] lr: 1.000e-03, eta: 10:47:32, time: 0.564, data_time: 0.001, loss: 1.1913 2023-03-20 15:47:02,655 - mmcls - INFO - Epoch [87][1600/5005] lr: 1.000e-03, eta: 10:46:35, time: 0.565, data_time: 0.001, loss: 1.2033 2023-03-20 15:47:59,170 - mmcls - INFO - Epoch [87][1700/5005] lr: 1.000e-03, eta: 10:45:38, time: 0.565, data_time: 0.001, loss: 1.2143 2023-03-20 15:48:55,763 - mmcls - INFO - Epoch [87][1800/5005] lr: 1.000e-03, eta: 10:44:41, time: 0.566, data_time: 0.001, loss: 1.2338 2023-03-20 15:49:52,230 - mmcls - INFO - Epoch [87][1900/5005] lr: 1.000e-03, eta: 10:43:44, time: 0.565, data_time: 0.001, loss: 1.2088 2023-03-20 15:50:48,478 - mmcls - INFO - Epoch [87][2000/5005] lr: 1.000e-03, eta: 10:42:46, time: 0.562, data_time: 0.001, loss: 1.2080 2023-03-20 15:51:48,680 - mmcls - INFO - Epoch [87][2100/5005] lr: 1.000e-03, eta: 10:41:57, time: 0.602, data_time: 0.001, loss: 1.2175 2023-03-20 15:52:48,881 - mmcls - INFO - Epoch [87][2200/5005] lr: 1.000e-03, eta: 10:41:08, time: 0.602, data_time: 0.001, loss: 1.2020 2023-03-20 15:53:48,471 - mmcls - INFO - Epoch [87][2300/5005] lr: 1.000e-03, eta: 10:40:17, time: 0.596, data_time: 0.001, loss: 1.2042 2023-03-20 15:54:46,863 - mmcls - INFO - Epoch [87][2400/5005] lr: 1.000e-03, eta: 10:39:24, time: 0.584, data_time: 0.001, loss: 1.2079 2023-03-20 15:55:43,567 - mmcls - INFO - Epoch [87][2500/5005] lr: 1.000e-03, eta: 10:38:27, time: 0.567, data_time: 0.001, loss: 1.1901 2023-03-20 15:56:39,993 - mmcls - INFO - Epoch [87][2600/5005] lr: 1.000e-03, eta: 10:37:30, time: 0.564, data_time: 0.001, loss: 1.2151 2023-03-20 15:57:36,579 - mmcls - INFO - Epoch [87][2700/5005] lr: 1.000e-03, eta: 10:36:33, time: 0.566, data_time: 0.001, loss: 1.1884 2023-03-20 15:58:33,074 - mmcls - INFO - Epoch [87][2800/5005] lr: 1.000e-03, eta: 10:35:36, time: 0.565, data_time: 0.001, loss: 1.2174 2023-03-20 15:59:29,585 - mmcls - INFO - Epoch [87][2900/5005] lr: 1.000e-03, eta: 10:34:39, time: 0.565, data_time: 0.001, loss: 1.2039 2023-03-20 16:00:25,962 - mmcls - INFO - Epoch [87][3000/5005] lr: 1.000e-03, eta: 10:33:42, time: 0.564, data_time: 0.001, loss: 1.2189 2023-03-20 16:01:22,398 - mmcls - INFO - Epoch [87][3100/5005] lr: 1.000e-03, eta: 10:32:45, time: 0.564, data_time: 0.001, loss: 1.2274 2023-03-20 16:02:18,820 - mmcls - INFO - Epoch [87][3200/5005] lr: 1.000e-03, eta: 10:31:47, time: 0.564, data_time: 0.001, loss: 1.2291 2023-03-20 16:03:15,505 - mmcls - INFO - Epoch [87][3300/5005] lr: 1.000e-03, eta: 10:30:51, time: 0.567, data_time: 0.001, loss: 1.2174 2023-03-20 16:04:11,995 - mmcls - INFO - Epoch [87][3400/5005] lr: 1.000e-03, eta: 10:29:53, time: 0.565, data_time: 0.001, loss: 1.2260 2023-03-20 16:05:08,454 - mmcls - INFO - Epoch [87][3500/5005] lr: 1.000e-03, eta: 10:28:56, time: 0.565, data_time: 0.001, loss: 1.2222 2023-03-20 16:06:04,799 - mmcls - INFO - Epoch [87][3600/5005] lr: 1.000e-03, eta: 10:27:59, time: 0.563, data_time: 0.001, loss: 1.2181 2023-03-20 16:07:01,275 - mmcls - INFO - Epoch [87][3700/5005] lr: 1.000e-03, eta: 10:27:02, time: 0.565, data_time: 0.001, loss: 1.2236 2023-03-20 16:07:57,679 - mmcls - INFO - Epoch [87][3800/5005] lr: 1.000e-03, eta: 10:26:05, time: 0.564, data_time: 0.001, loss: 1.2137 2023-03-20 16:08:54,038 - mmcls - INFO - Epoch [87][3900/5005] lr: 1.000e-03, eta: 10:25:07, time: 0.564, data_time: 0.001, loss: 1.2242 2023-03-20 16:09:50,354 - mmcls - INFO - Epoch [87][4000/5005] lr: 1.000e-03, eta: 10:24:10, time: 0.563, data_time: 0.001, loss: 1.2307 2023-03-20 16:10:46,767 - mmcls - INFO - Epoch [87][4100/5005] lr: 1.000e-03, eta: 10:23:13, time: 0.564, data_time: 0.001, loss: 1.2264 2023-03-20 16:11:43,169 - mmcls - INFO - Epoch [87][4200/5005] lr: 1.000e-03, eta: 10:22:15, time: 0.564, data_time: 0.001, loss: 1.2374 2023-03-20 16:12:39,640 - mmcls - INFO - Epoch [87][4300/5005] lr: 1.000e-03, eta: 10:21:18, time: 0.565, data_time: 0.001, loss: 1.2361 2023-03-20 16:13:35,985 - mmcls - INFO - Epoch [87][4400/5005] lr: 1.000e-03, eta: 10:20:21, time: 0.563, data_time: 0.001, loss: 1.2277 2023-03-20 16:14:32,403 - mmcls - INFO - Epoch [87][4500/5005] lr: 1.000e-03, eta: 10:19:24, time: 0.564, data_time: 0.001, loss: 1.2324 2023-03-20 16:15:28,780 - mmcls - INFO - Epoch [87][4600/5005] lr: 1.000e-03, eta: 10:18:27, time: 0.564, data_time: 0.001, loss: 1.2189 2023-03-20 16:16:25,120 - mmcls - INFO - Epoch [87][4700/5005] lr: 1.000e-03, eta: 10:17:29, time: 0.563, data_time: 0.001, loss: 1.2258 2023-03-20 16:17:21,504 - mmcls - INFO - Epoch [87][4800/5005] lr: 1.000e-03, eta: 10:16:32, time: 0.564, data_time: 0.001, loss: 1.2290 2023-03-20 16:18:18,178 - mmcls - INFO - Epoch [87][4900/5005] lr: 1.000e-03, eta: 10:15:35, time: 0.567, data_time: 0.001, loss: 1.2064 2023-03-20 16:19:14,631 - mmcls - INFO - Epoch [87][5000/5005] lr: 1.000e-03, eta: 10:14:38, time: 0.565, data_time: 0.001, loss: 1.2466 2023-03-20 16:19:18,519 - mmcls - INFO - Saving checkpoint at 87 epochs 2023-03-20 16:20:08,562 - mmcls - INFO - Epoch(val) [87][196] accuracy_top-1: 75.0020, accuracy_top-5: 92.5780 2023-03-20 16:21:08,142 - mmcls - INFO - Epoch [88][100/5005] lr: 1.000e-03, eta: 10:13:39, time: 0.596, data_time: 0.038, loss: 1.2169 2023-03-20 16:22:04,299 - mmcls - INFO - Epoch [88][200/5005] lr: 1.000e-03, eta: 10:12:41, time: 0.562, data_time: 0.001, loss: 1.2307 2023-03-20 16:23:00,450 - mmcls - INFO - Epoch [88][300/5005] lr: 1.000e-03, eta: 10:11:44, time: 0.561, data_time: 0.001, loss: 1.1849 2023-03-20 16:23:56,758 - mmcls - INFO - Epoch [88][400/5005] lr: 1.000e-03, eta: 10:10:46, time: 0.563, data_time: 0.001, loss: 1.2111 2023-03-20 16:24:53,222 - mmcls - INFO - Epoch [88][500/5005] lr: 1.000e-03, eta: 10:09:49, time: 0.565, data_time: 0.001, loss: 1.1916 2023-03-20 16:25:49,577 - mmcls - INFO - Epoch [88][600/5005] lr: 1.000e-03, eta: 10:08:52, time: 0.564, data_time: 0.001, loss: 1.2019 2023-03-20 16:26:45,999 - mmcls - INFO - Epoch [88][700/5005] lr: 1.000e-03, eta: 10:07:55, time: 0.564, data_time: 0.001, loss: 1.1968 2023-03-20 16:27:42,357 - mmcls - INFO - Epoch [88][800/5005] lr: 1.000e-03, eta: 10:06:58, time: 0.564, data_time: 0.001, loss: 1.1926 2023-03-20 16:28:38,834 - mmcls - INFO - Epoch [88][900/5005] lr: 1.000e-03, eta: 10:06:01, time: 0.565, data_time: 0.001, loss: 1.2012 2023-03-20 16:29:35,283 - mmcls - INFO - Epoch [88][1000/5005] lr: 1.000e-03, eta: 10:05:04, time: 0.564, data_time: 0.001, loss: 1.2234 2023-03-20 16:30:31,666 - mmcls - INFO - Epoch [88][1100/5005] lr: 1.000e-03, eta: 10:04:06, time: 0.564, data_time: 0.001, loss: 1.2172 2023-03-20 16:31:28,192 - mmcls - INFO - Epoch [88][1200/5005] lr: 1.000e-03, eta: 10:03:09, time: 0.565, data_time: 0.001, loss: 1.2037 2023-03-20 16:32:24,684 - mmcls - INFO - Epoch [88][1300/5005] lr: 1.000e-03, eta: 10:02:12, time: 0.565, data_time: 0.001, loss: 1.2103 2023-03-20 16:33:21,181 - mmcls - INFO - Epoch [88][1400/5005] lr: 1.000e-03, eta: 10:01:16, time: 0.565, data_time: 0.001, loss: 1.2194 2023-03-20 16:34:17,780 - mmcls - INFO - Epoch [88][1500/5005] lr: 1.000e-03, eta: 10:00:19, time: 0.566, data_time: 0.001, loss: 1.2286 2023-03-20 16:35:14,394 - mmcls - INFO - Epoch [88][1600/5005] lr: 1.000e-03, eta: 9:59:22, time: 0.566, data_time: 0.001, loss: 1.2265 2023-03-20 16:36:10,982 - mmcls - INFO - Epoch [88][1700/5005] lr: 1.000e-03, eta: 9:58:25, time: 0.566, data_time: 0.001, loss: 1.2125 2023-03-20 16:37:07,444 - mmcls - INFO - Epoch [88][1800/5005] lr: 1.000e-03, eta: 9:57:28, time: 0.565, data_time: 0.001, loss: 1.2294 2023-03-20 16:38:03,904 - mmcls - INFO - Epoch [88][1900/5005] lr: 1.000e-03, eta: 9:56:31, time: 0.565, data_time: 0.001, loss: 1.2115 2023-03-20 16:39:00,424 - mmcls - INFO - Epoch [88][2000/5005] lr: 1.000e-03, eta: 9:55:34, time: 0.565, data_time: 0.001, loss: 1.2223 2023-03-20 16:39:56,966 - mmcls - INFO - Epoch [88][2100/5005] lr: 1.000e-03, eta: 9:54:37, time: 0.565, data_time: 0.001, loss: 1.1870 2023-03-20 16:40:53,561 - mmcls - INFO - Epoch [88][2200/5005] lr: 1.000e-03, eta: 9:53:41, time: 0.566, data_time: 0.001, loss: 1.2192 2023-03-20 16:41:50,242 - mmcls - INFO - Epoch [88][2300/5005] lr: 1.000e-03, eta: 9:52:44, time: 0.567, data_time: 0.001, loss: 1.2166 2023-03-20 16:42:46,655 - mmcls - INFO - Epoch [88][2400/5005] lr: 1.000e-03, eta: 9:51:47, time: 0.564, data_time: 0.001, loss: 1.2269 2023-03-20 16:43:43,157 - mmcls - INFO - Epoch [88][2500/5005] lr: 1.000e-03, eta: 9:50:50, time: 0.565, data_time: 0.001, loss: 1.2176 2023-03-20 16:44:39,526 - mmcls - INFO - Epoch [88][2600/5005] lr: 1.000e-03, eta: 9:49:53, time: 0.564, data_time: 0.001, loss: 1.2157 2023-03-20 16:45:36,203 - mmcls - INFO - Epoch [88][2700/5005] lr: 1.000e-03, eta: 9:48:56, time: 0.567, data_time: 0.001, loss: 1.2164 2023-03-20 16:46:32,957 - mmcls - INFO - Epoch [88][2800/5005] lr: 1.000e-03, eta: 9:48:00, time: 0.568, data_time: 0.001, loss: 1.2286 2023-03-20 16:47:29,623 - mmcls - INFO - Epoch [88][2900/5005] lr: 1.000e-03, eta: 9:47:03, time: 0.567, data_time: 0.001, loss: 1.2294 2023-03-20 16:48:26,177 - mmcls - INFO - Epoch [88][3000/5005] lr: 1.000e-03, eta: 9:46:06, time: 0.566, data_time: 0.001, loss: 1.2378 2023-03-20 16:49:22,761 - mmcls - INFO - Epoch [88][3100/5005] lr: 1.000e-03, eta: 9:45:09, time: 0.566, data_time: 0.001, loss: 1.2030 2023-03-20 16:50:19,303 - mmcls - INFO - Epoch [88][3200/5005] lr: 1.000e-03, eta: 9:44:12, time: 0.565, data_time: 0.001, loss: 1.2063 2023-03-20 16:51:15,704 - mmcls - INFO - Epoch [88][3300/5005] lr: 1.000e-03, eta: 9:43:15, time: 0.564, data_time: 0.001, loss: 1.2252 2023-03-20 16:52:12,374 - mmcls - INFO - Epoch [88][3400/5005] lr: 1.000e-03, eta: 9:42:19, time: 0.567, data_time: 0.001, loss: 1.2252 2023-03-20 16:53:08,897 - mmcls - INFO - Epoch [88][3500/5005] lr: 1.000e-03, eta: 9:41:22, time: 0.565, data_time: 0.001, loss: 1.2268 2023-03-20 16:54:05,439 - mmcls - INFO - Epoch [88][3600/5005] lr: 1.000e-03, eta: 9:40:25, time: 0.565, data_time: 0.001, loss: 1.1977 2023-03-20 16:55:01,945 - mmcls - INFO - Epoch [88][3700/5005] lr: 1.000e-03, eta: 9:39:28, time: 0.565, data_time: 0.001, loss: 1.2026 2023-03-20 16:55:58,509 - mmcls - INFO - Epoch [88][3800/5005] lr: 1.000e-03, eta: 9:38:31, time: 0.566, data_time: 0.001, loss: 1.2098 2023-03-20 16:56:55,022 - mmcls - INFO - Epoch [88][3900/5005] lr: 1.000e-03, eta: 9:37:34, time: 0.565, data_time: 0.001, loss: 1.2417 2023-03-20 16:57:51,723 - mmcls - INFO - Epoch [88][4000/5005] lr: 1.000e-03, eta: 9:36:38, time: 0.567, data_time: 0.001, loss: 1.2154 2023-03-20 16:58:48,189 - mmcls - INFO - Epoch [88][4100/5005] lr: 1.000e-03, eta: 9:35:41, time: 0.565, data_time: 0.001, loss: 1.2248 2023-03-20 16:59:44,889 - mmcls - INFO - Epoch [88][4200/5005] lr: 1.000e-03, eta: 9:34:44, time: 0.567, data_time: 0.001, loss: 1.2097 2023-03-20 17:00:41,240 - mmcls - INFO - Epoch [88][4300/5005] lr: 1.000e-03, eta: 9:33:47, time: 0.563, data_time: 0.001, loss: 1.2194 2023-03-20 17:01:37,747 - mmcls - INFO - Epoch [88][4400/5005] lr: 1.000e-03, eta: 9:32:50, time: 0.565, data_time: 0.001, loss: 1.2033 2023-03-20 17:02:34,296 - mmcls - INFO - Epoch [88][4500/5005] lr: 1.000e-03, eta: 9:31:53, time: 0.565, data_time: 0.001, loss: 1.2375 2023-03-20 17:03:30,813 - mmcls - INFO - Epoch [88][4600/5005] lr: 1.000e-03, eta: 9:30:57, time: 0.565, data_time: 0.001, loss: 1.2308 2023-03-20 17:04:27,319 - mmcls - INFO - Epoch [88][4700/5005] lr: 1.000e-03, eta: 9:30:00, time: 0.565, data_time: 0.001, loss: 1.2287 2023-03-20 17:05:23,718 - mmcls - INFO - Epoch [88][4800/5005] lr: 1.000e-03, eta: 9:29:03, time: 0.564, data_time: 0.001, loss: 1.2330 2023-03-20 17:06:20,287 - mmcls - INFO - Epoch [88][4900/5005] lr: 1.000e-03, eta: 9:28:06, time: 0.566, data_time: 0.001, loss: 1.2409 2023-03-20 17:07:16,886 - mmcls - INFO - Epoch [88][5000/5005] lr: 1.000e-03, eta: 9:27:09, time: 0.566, data_time: 0.001, loss: 1.2369 2023-03-20 17:07:20,669 - mmcls - INFO - Saving checkpoint at 88 epochs 2023-03-20 17:08:10,603 - mmcls - INFO - Epoch(val) [88][196] accuracy_top-1: 75.1400, accuracy_top-5: 92.5720 2023-03-20 17:09:10,419 - mmcls - INFO - Epoch [89][100/5005] lr: 1.000e-03, eta: 9:26:10, time: 0.598, data_time: 0.039, loss: 1.2131 2023-03-20 17:10:06,822 - mmcls - INFO - Epoch [89][200/5005] lr: 1.000e-03, eta: 9:25:13, time: 0.564, data_time: 0.001, loss: 1.1862 2023-03-20 17:11:03,444 - mmcls - INFO - Epoch [89][300/5005] lr: 1.000e-03, eta: 9:24:16, time: 0.566, data_time: 0.001, loss: 1.2106 2023-03-20 17:11:59,863 - mmcls - INFO - Epoch [89][400/5005] lr: 1.000e-03, eta: 9:23:19, time: 0.564, data_time: 0.001, loss: 1.2071 2023-03-20 17:12:56,354 - mmcls - INFO - Epoch [89][500/5005] lr: 1.000e-03, eta: 9:22:22, time: 0.565, data_time: 0.001, loss: 1.2099 2023-03-20 17:13:52,969 - mmcls - INFO - Epoch [89][600/5005] lr: 1.000e-03, eta: 9:21:26, time: 0.566, data_time: 0.001, loss: 1.2135 2023-03-20 17:14:49,591 - mmcls - INFO - Epoch [89][700/5005] lr: 1.000e-03, eta: 9:20:29, time: 0.566, data_time: 0.001, loss: 1.2059 2023-03-20 17:15:46,312 - mmcls - INFO - Epoch [89][800/5005] lr: 1.000e-03, eta: 9:19:32, time: 0.567, data_time: 0.001, loss: 1.2084 2023-03-20 17:16:43,027 - mmcls - INFO - Epoch [89][900/5005] lr: 1.000e-03, eta: 9:18:36, time: 0.567, data_time: 0.001, loss: 1.1875 2023-03-20 17:17:39,583 - mmcls - INFO - Epoch [89][1000/5005] lr: 1.000e-03, eta: 9:17:39, time: 0.566, data_time: 0.001, loss: 1.2149 2023-03-20 17:18:35,907 - mmcls - INFO - Epoch [89][1100/5005] lr: 1.000e-03, eta: 9:16:42, time: 0.563, data_time: 0.001, loss: 1.2119 2023-03-20 17:19:32,303 - mmcls - INFO - Epoch [89][1200/5005] lr: 1.000e-03, eta: 9:15:45, time: 0.564, data_time: 0.001, loss: 1.2182 2023-03-20 17:20:28,948 - mmcls - INFO - Epoch [89][1300/5005] lr: 1.000e-03, eta: 9:14:48, time: 0.566, data_time: 0.001, loss: 1.2167 2023-03-20 17:21:25,498 - mmcls - INFO - Epoch [89][1400/5005] lr: 1.000e-03, eta: 9:13:51, time: 0.565, data_time: 0.001, loss: 1.1946 2023-03-20 17:22:21,811 - mmcls - INFO - Epoch [89][1500/5005] lr: 1.000e-03, eta: 9:12:54, time: 0.563, data_time: 0.001, loss: 1.2196 2023-03-20 17:23:18,310 - mmcls - INFO - Epoch [89][1600/5005] lr: 1.000e-03, eta: 9:11:57, time: 0.565, data_time: 0.001, loss: 1.2303 2023-03-20 17:24:14,620 - mmcls - INFO - Epoch [89][1700/5005] lr: 1.000e-03, eta: 9:11:00, time: 0.563, data_time: 0.001, loss: 1.2007 2023-03-20 17:25:11,125 - mmcls - INFO - Epoch [89][1800/5005] lr: 1.000e-03, eta: 9:10:03, time: 0.565, data_time: 0.001, loss: 1.2020 2023-03-20 17:26:07,872 - mmcls - INFO - Epoch [89][1900/5005] lr: 1.000e-03, eta: 9:09:07, time: 0.567, data_time: 0.001, loss: 1.2195 2023-03-20 17:27:04,427 - mmcls - INFO - Epoch [89][2000/5005] lr: 1.000e-03, eta: 9:08:10, time: 0.566, data_time: 0.001, loss: 1.2176 2023-03-20 17:28:00,994 - mmcls - INFO - Epoch [89][2100/5005] lr: 1.000e-03, eta: 9:07:13, time: 0.566, data_time: 0.001, loss: 1.2131 2023-03-20 17:28:57,615 - mmcls - INFO - Epoch [89][2200/5005] lr: 1.000e-03, eta: 9:06:17, time: 0.566, data_time: 0.001, loss: 1.2159 2023-03-20 17:29:54,107 - mmcls - INFO - Epoch [89][2300/5005] lr: 1.000e-03, eta: 9:05:20, time: 0.565, data_time: 0.001, loss: 1.2344 2023-03-20 17:30:50,751 - mmcls - INFO - Epoch [89][2400/5005] lr: 1.000e-03, eta: 9:04:23, time: 0.566, data_time: 0.001, loss: 1.1883 2023-03-20 17:31:47,158 - mmcls - INFO - Epoch [89][2500/5005] lr: 1.000e-03, eta: 9:03:26, time: 0.564, data_time: 0.001, loss: 1.2388 2023-03-20 17:32:43,570 - mmcls - INFO - Epoch [89][2600/5005] lr: 1.000e-03, eta: 9:02:29, time: 0.564, data_time: 0.001, loss: 1.1887 2023-03-20 17:33:40,325 - mmcls - INFO - Epoch [89][2700/5005] lr: 1.000e-03, eta: 9:01:33, time: 0.568, data_time: 0.001, loss: 1.2173 2023-03-20 17:34:37,077 - mmcls - INFO - Epoch [89][2800/5005] lr: 1.000e-03, eta: 9:00:36, time: 0.568, data_time: 0.001, loss: 1.2158 2023-03-20 17:35:33,603 - mmcls - INFO - Epoch [89][2900/5005] lr: 1.000e-03, eta: 8:59:39, time: 0.565, data_time: 0.001, loss: 1.2263 2023-03-20 17:36:30,128 - mmcls - INFO - Epoch [89][3000/5005] lr: 1.000e-03, eta: 8:58:43, time: 0.565, data_time: 0.001, loss: 1.2098 2023-03-20 17:37:26,686 - mmcls - INFO - Epoch [89][3100/5005] lr: 1.000e-03, eta: 8:57:46, time: 0.566, data_time: 0.001, loss: 1.2288 2023-03-20 17:38:23,451 - mmcls - INFO - Epoch [89][3200/5005] lr: 1.000e-03, eta: 8:56:49, time: 0.568, data_time: 0.001, loss: 1.2144 2023-03-20 17:39:19,941 - mmcls - INFO - Epoch [89][3300/5005] lr: 1.000e-03, eta: 8:55:52, time: 0.565, data_time: 0.001, loss: 1.2391 2023-03-20 17:40:16,325 - mmcls - INFO - Epoch [89][3400/5005] lr: 1.000e-03, eta: 8:54:55, time: 0.564, data_time: 0.001, loss: 1.2377 2023-03-20 17:41:12,693 - mmcls - INFO - Epoch [89][3500/5005] lr: 1.000e-03, eta: 8:53:58, time: 0.564, data_time: 0.001, loss: 1.2350 2023-03-20 17:42:09,246 - mmcls - INFO - Epoch [89][3600/5005] lr: 1.000e-03, eta: 8:53:02, time: 0.566, data_time: 0.001, loss: 1.2209 2023-03-20 17:43:05,585 - mmcls - INFO - Epoch [89][3700/5005] lr: 1.000e-03, eta: 8:52:05, time: 0.563, data_time: 0.001, loss: 1.2375 2023-03-20 17:44:01,954 - mmcls - INFO - Epoch [89][3800/5005] lr: 1.000e-03, eta: 8:51:08, time: 0.564, data_time: 0.001, loss: 1.2242 2023-03-20 17:44:58,280 - mmcls - INFO - Epoch [89][3900/5005] lr: 1.000e-03, eta: 8:50:11, time: 0.563, data_time: 0.001, loss: 1.2326 2023-03-20 17:45:54,557 - mmcls - INFO - Epoch [89][4000/5005] lr: 1.000e-03, eta: 8:49:13, time: 0.563, data_time: 0.001, loss: 1.2110 2023-03-20 17:46:50,782 - mmcls - INFO - Epoch [89][4100/5005] lr: 1.000e-03, eta: 8:48:16, time: 0.562, data_time: 0.001, loss: 1.2102 2023-03-20 17:47:47,207 - mmcls - INFO - Epoch [89][4200/5005] lr: 1.000e-03, eta: 8:47:19, time: 0.564, data_time: 0.001, loss: 1.2207 2023-03-20 17:48:43,594 - mmcls - INFO - Epoch [89][4300/5005] lr: 1.000e-03, eta: 8:46:22, time: 0.564, data_time: 0.001, loss: 1.2157 2023-03-20 17:49:40,004 - mmcls - INFO - Epoch [89][4400/5005] lr: 1.000e-03, eta: 8:45:25, time: 0.564, data_time: 0.001, loss: 1.2140 2023-03-20 17:50:36,426 - mmcls - INFO - Epoch [89][4500/5005] lr: 1.000e-03, eta: 8:44:29, time: 0.564, data_time: 0.001, loss: 1.2265 2023-03-20 17:51:32,825 - mmcls - INFO - Epoch [89][4600/5005] lr: 1.000e-03, eta: 8:43:32, time: 0.564, data_time: 0.001, loss: 1.2143 2023-03-20 17:52:29,029 - mmcls - INFO - Epoch [89][4700/5005] lr: 1.000e-03, eta: 8:42:34, time: 0.562, data_time: 0.001, loss: 1.2189 2023-03-20 17:53:25,657 - mmcls - INFO - Epoch [89][4800/5005] lr: 1.000e-03, eta: 8:41:38, time: 0.566, data_time: 0.001, loss: 1.2137 2023-03-20 17:54:21,846 - mmcls - INFO - Epoch [89][4900/5005] lr: 1.000e-03, eta: 8:40:41, time: 0.562, data_time: 0.001, loss: 1.2183 2023-03-20 17:55:18,411 - mmcls - INFO - Epoch [89][5000/5005] lr: 1.000e-03, eta: 8:39:44, time: 0.566, data_time: 0.001, loss: 1.2355 2023-03-20 17:55:22,347 - mmcls - INFO - Saving checkpoint at 89 epochs 2023-03-20 17:56:12,866 - mmcls - INFO - Epoch(val) [89][196] accuracy_top-1: 75.1860, accuracy_top-5: 92.6100 2023-03-20 17:57:12,622 - mmcls - INFO - Epoch [90][100/5005] lr: 1.000e-03, eta: 8:38:45, time: 0.597, data_time: 0.038, loss: 1.2199 2023-03-20 17:58:08,723 - mmcls - INFO - Epoch [90][200/5005] lr: 1.000e-03, eta: 8:37:47, time: 0.561, data_time: 0.001, loss: 1.2204 2023-03-20 17:59:05,004 - mmcls - INFO - Epoch [90][300/5005] lr: 1.000e-03, eta: 8:36:50, time: 0.563, data_time: 0.001, loss: 1.2070 2023-03-20 18:00:01,450 - mmcls - INFO - Epoch [90][400/5005] lr: 1.000e-03, eta: 8:35:54, time: 0.564, data_time: 0.001, loss: 1.2035 2023-03-20 18:00:57,679 - mmcls - INFO - Epoch [90][500/5005] lr: 1.000e-03, eta: 8:34:56, time: 0.562, data_time: 0.001, loss: 1.2151 2023-03-20 18:01:54,130 - mmcls - INFO - Epoch [90][600/5005] lr: 1.000e-03, eta: 8:34:00, time: 0.564, data_time: 0.001, loss: 1.2224 2023-03-20 18:02:50,467 - mmcls - INFO - Epoch [90][700/5005] lr: 1.000e-03, eta: 8:33:03, time: 0.563, data_time: 0.001, loss: 1.2201 2023-03-20 18:03:46,839 - mmcls - INFO - Epoch [90][800/5005] lr: 1.000e-03, eta: 8:32:06, time: 0.564, data_time: 0.001, loss: 1.1938 2023-03-20 18:04:43,388 - mmcls - INFO - Epoch [90][900/5005] lr: 1.000e-03, eta: 8:31:09, time: 0.565, data_time: 0.001, loss: 1.2083 2023-03-20 18:05:39,678 - mmcls - INFO - Epoch [90][1000/5005] lr: 1.000e-03, eta: 8:30:12, time: 0.563, data_time: 0.001, loss: 1.1976 2023-03-20 18:06:36,042 - mmcls - INFO - Epoch [90][1100/5005] lr: 1.000e-03, eta: 8:29:15, time: 0.564, data_time: 0.001, loss: 1.2074 2023-03-20 18:07:32,523 - mmcls - INFO - Epoch [90][1200/5005] lr: 1.000e-03, eta: 8:28:18, time: 0.565, data_time: 0.001, loss: 1.2126 2023-03-20 18:08:28,889 - mmcls - INFO - Epoch [90][1300/5005] lr: 1.000e-03, eta: 8:27:21, time: 0.564, data_time: 0.001, loss: 1.2125 2023-03-20 18:09:25,278 - mmcls - INFO - Epoch [90][1400/5005] lr: 1.000e-03, eta: 8:26:24, time: 0.564, data_time: 0.001, loss: 1.2120 2023-03-20 18:10:21,713 - mmcls - INFO - Epoch [90][1500/5005] lr: 1.000e-03, eta: 8:25:27, time: 0.564, data_time: 0.001, loss: 1.2257 2023-03-20 18:11:18,159 - mmcls - INFO - Epoch [90][1600/5005] lr: 1.000e-03, eta: 8:24:31, time: 0.564, data_time: 0.001, loss: 1.1962 2023-03-20 18:12:14,560 - mmcls - INFO - Epoch [90][1700/5005] lr: 1.000e-03, eta: 8:23:34, time: 0.564, data_time: 0.001, loss: 1.2176 2023-03-20 18:13:10,932 - mmcls - INFO - Epoch [90][1800/5005] lr: 1.000e-03, eta: 8:22:37, time: 0.564, data_time: 0.001, loss: 1.2094 2023-03-20 18:14:07,450 - mmcls - INFO - Epoch [90][1900/5005] lr: 1.000e-03, eta: 8:21:40, time: 0.565, data_time: 0.001, loss: 1.2193 2023-03-20 18:15:03,715 - mmcls - INFO - Epoch [90][2000/5005] lr: 1.000e-03, eta: 8:20:43, time: 0.563, data_time: 0.001, loss: 1.2159 2023-03-20 18:16:00,208 - mmcls - INFO - Epoch [90][2100/5005] lr: 1.000e-03, eta: 8:19:46, time: 0.565, data_time: 0.001, loss: 1.2058 2023-03-20 18:16:56,603 - mmcls - INFO - Epoch [90][2200/5005] lr: 1.000e-03, eta: 8:18:49, time: 0.564, data_time: 0.001, loss: 1.1931 2023-03-20 18:17:52,961 - mmcls - INFO - Epoch [90][2300/5005] lr: 1.000e-03, eta: 8:17:52, time: 0.564, data_time: 0.001, loss: 1.2090 2023-03-20 18:18:49,390 - mmcls - INFO - Epoch [90][2400/5005] lr: 1.000e-03, eta: 8:16:55, time: 0.564, data_time: 0.001, loss: 1.2016 2023-03-20 18:19:46,039 - mmcls - INFO - Epoch [90][2500/5005] lr: 1.000e-03, eta: 8:15:59, time: 0.566, data_time: 0.001, loss: 1.2150 2023-03-20 18:20:42,671 - mmcls - INFO - Epoch [90][2600/5005] lr: 1.000e-03, eta: 8:15:02, time: 0.566, data_time: 0.001, loss: 1.2253 2023-03-20 18:21:39,397 - mmcls - INFO - Epoch [90][2700/5005] lr: 1.000e-03, eta: 8:14:06, time: 0.567, data_time: 0.001, loss: 1.2061 2023-03-20 18:22:35,868 - mmcls - INFO - Epoch [90][2800/5005] lr: 1.000e-03, eta: 8:13:09, time: 0.565, data_time: 0.001, loss: 1.1996 2023-03-20 18:23:32,321 - mmcls - INFO - Epoch [90][2900/5005] lr: 1.000e-03, eta: 8:12:12, time: 0.565, data_time: 0.001, loss: 1.2161 2023-03-20 18:24:28,784 - mmcls - INFO - Epoch [90][3000/5005] lr: 1.000e-03, eta: 8:11:15, time: 0.565, data_time: 0.001, loss: 1.2073 2023-03-20 18:25:25,193 - mmcls - INFO - Epoch [90][3100/5005] lr: 1.000e-03, eta: 8:10:18, time: 0.564, data_time: 0.001, loss: 1.2387 2023-03-20 18:26:21,678 - mmcls - INFO - Epoch [90][3200/5005] lr: 1.000e-03, eta: 8:09:22, time: 0.565, data_time: 0.001, loss: 1.2229 2023-03-20 18:27:18,193 - mmcls - INFO - Epoch [90][3300/5005] lr: 1.000e-03, eta: 8:08:25, time: 0.565, data_time: 0.001, loss: 1.2145 2023-03-20 18:28:14,826 - mmcls - INFO - Epoch [90][3400/5005] lr: 1.000e-03, eta: 8:07:28, time: 0.566, data_time: 0.001, loss: 1.2074 2023-03-20 18:29:11,269 - mmcls - INFO - Epoch [90][3500/5005] lr: 1.000e-03, eta: 8:06:32, time: 0.564, data_time: 0.001, loss: 1.2148 2023-03-20 18:30:08,148 - mmcls - INFO - Epoch [90][3600/5005] lr: 1.000e-03, eta: 8:05:35, time: 0.569, data_time: 0.001, loss: 1.2357 2023-03-20 18:31:04,887 - mmcls - INFO - Epoch [90][3700/5005] lr: 1.000e-03, eta: 8:04:39, time: 0.567, data_time: 0.001, loss: 1.2262 2023-03-20 18:32:01,357 - mmcls - INFO - Epoch [90][3800/5005] lr: 1.000e-03, eta: 8:03:42, time: 0.565, data_time: 0.001, loss: 1.2244 2023-03-20 18:32:57,789 - mmcls - INFO - Epoch [90][3900/5005] lr: 1.000e-03, eta: 8:02:45, time: 0.564, data_time: 0.001, loss: 1.2235 2023-03-20 18:33:54,341 - mmcls - INFO - Epoch [90][4000/5005] lr: 1.000e-03, eta: 8:01:48, time: 0.566, data_time: 0.001, loss: 1.2186 2023-03-20 18:34:50,970 - mmcls - INFO - Epoch [90][4100/5005] lr: 1.000e-03, eta: 8:00:52, time: 0.566, data_time: 0.001, loss: 1.2243 2023-03-20 18:35:47,739 - mmcls - INFO - Epoch [90][4200/5005] lr: 1.000e-03, eta: 7:59:55, time: 0.568, data_time: 0.001, loss: 1.2319 2023-03-20 18:36:44,252 - mmcls - INFO - Epoch [90][4300/5005] lr: 1.000e-03, eta: 7:58:58, time: 0.565, data_time: 0.001, loss: 1.2035 2023-03-20 18:37:41,056 - mmcls - INFO - Epoch [90][4400/5005] lr: 1.000e-03, eta: 7:58:02, time: 0.568, data_time: 0.001, loss: 1.2194 2023-03-20 18:38:37,707 - mmcls - INFO - Epoch [90][4500/5005] lr: 1.000e-03, eta: 7:57:05, time: 0.566, data_time: 0.001, loss: 1.2153 2023-03-20 18:39:34,121 - mmcls - INFO - Epoch [90][4600/5005] lr: 1.000e-03, eta: 7:56:09, time: 0.564, data_time: 0.001, loss: 1.2108 2023-03-20 18:40:30,626 - mmcls - INFO - Epoch [90][4700/5005] lr: 1.000e-03, eta: 7:55:12, time: 0.565, data_time: 0.001, loss: 1.2217 2023-03-20 18:41:27,228 - mmcls - INFO - Epoch [90][4800/5005] lr: 1.000e-03, eta: 7:54:15, time: 0.566, data_time: 0.001, loss: 1.2260 2023-03-20 18:42:23,586 - mmcls - INFO - Epoch [90][4900/5005] lr: 1.000e-03, eta: 7:53:18, time: 0.564, data_time: 0.001, loss: 1.2111 2023-03-20 18:43:20,126 - mmcls - INFO - Epoch [90][5000/5005] lr: 1.000e-03, eta: 7:52:22, time: 0.565, data_time: 0.001, loss: 1.2300 2023-03-20 18:43:23,961 - mmcls - INFO - Saving checkpoint at 90 epochs 2023-03-20 18:44:14,342 - mmcls - INFO - Epoch(val) [90][196] accuracy_top-1: 75.1360, accuracy_top-5: 92.5880 2023-03-20 18:45:14,156 - mmcls - INFO - Epoch [91][100/5005] lr: 1.000e-04, eta: 7:51:23, time: 0.598, data_time: 0.039, loss: 1.1918 2023-03-20 18:46:10,500 - mmcls - INFO - Epoch [91][200/5005] lr: 1.000e-04, eta: 7:50:26, time: 0.563, data_time: 0.001, loss: 1.1938 2023-03-20 18:47:06,756 - mmcls - INFO - Epoch [91][300/5005] lr: 1.000e-04, eta: 7:49:29, time: 0.563, data_time: 0.001, loss: 1.1806 2023-03-20 18:48:03,166 - mmcls - INFO - Epoch [91][400/5005] lr: 1.000e-04, eta: 7:48:32, time: 0.564, data_time: 0.001, loss: 1.1872 2023-03-20 18:48:59,836 - mmcls - INFO - Epoch [91][500/5005] lr: 1.000e-04, eta: 7:47:35, time: 0.567, data_time: 0.001, loss: 1.1994 2023-03-20 18:49:56,270 - mmcls - INFO - Epoch [91][600/5005] lr: 1.000e-04, eta: 7:46:38, time: 0.564, data_time: 0.001, loss: 1.1892 2023-03-20 18:50:52,595 - mmcls - INFO - Epoch [91][700/5005] lr: 1.000e-04, eta: 7:45:42, time: 0.563, data_time: 0.001, loss: 1.1844 2023-03-20 18:51:49,303 - mmcls - INFO - Epoch [91][800/5005] lr: 1.000e-04, eta: 7:44:45, time: 0.567, data_time: 0.001, loss: 1.1891 2023-03-20 18:52:45,646 - mmcls - INFO - Epoch [91][900/5005] lr: 1.000e-04, eta: 7:43:48, time: 0.563, data_time: 0.001, loss: 1.1838 2023-03-20 18:53:42,159 - mmcls - INFO - Epoch [91][1000/5005] lr: 1.000e-04, eta: 7:42:51, time: 0.565, data_time: 0.001, loss: 1.1692 2023-03-20 18:54:38,626 - mmcls - INFO - Epoch [91][1100/5005] lr: 1.000e-04, eta: 7:41:55, time: 0.565, data_time: 0.001, loss: 1.1849 2023-03-20 18:55:34,997 - mmcls - INFO - Epoch [91][1200/5005] lr: 1.000e-04, eta: 7:40:58, time: 0.564, data_time: 0.001, loss: 1.1830 2023-03-20 18:56:31,468 - mmcls - INFO - Epoch [91][1300/5005] lr: 1.000e-04, eta: 7:40:01, time: 0.565, data_time: 0.001, loss: 1.1776 2023-03-20 18:57:27,993 - mmcls - INFO - Epoch [91][1400/5005] lr: 1.000e-04, eta: 7:39:04, time: 0.565, data_time: 0.001, loss: 1.2001 2023-03-20 18:58:24,520 - mmcls - INFO - Epoch [91][1500/5005] lr: 1.000e-04, eta: 7:38:08, time: 0.565, data_time: 0.001, loss: 1.1893 2023-03-20 18:59:21,231 - mmcls - INFO - Epoch [91][1600/5005] lr: 1.000e-04, eta: 7:37:11, time: 0.567, data_time: 0.001, loss: 1.1694 2023-03-20 19:00:17,871 - mmcls - INFO - Epoch [91][1700/5005] lr: 1.000e-04, eta: 7:36:14, time: 0.566, data_time: 0.001, loss: 1.1746 2023-03-20 19:01:14,454 - mmcls - INFO - Epoch [91][1800/5005] lr: 1.000e-04, eta: 7:35:18, time: 0.566, data_time: 0.001, loss: 1.1772 2023-03-20 19:02:11,122 - mmcls - INFO - Epoch [91][1900/5005] lr: 1.000e-04, eta: 7:34:21, time: 0.567, data_time: 0.001, loss: 1.1874 2023-03-20 19:03:07,674 - mmcls - INFO - Epoch [91][2000/5005] lr: 1.000e-04, eta: 7:33:25, time: 0.566, data_time: 0.001, loss: 1.1683 2023-03-20 19:04:04,329 - mmcls - INFO - Epoch [91][2100/5005] lr: 1.000e-04, eta: 7:32:28, time: 0.567, data_time: 0.001, loss: 1.1746 2023-03-20 19:05:01,073 - mmcls - INFO - Epoch [91][2200/5005] lr: 1.000e-04, eta: 7:31:31, time: 0.567, data_time: 0.001, loss: 1.1994 2023-03-20 19:05:57,497 - mmcls - INFO - Epoch [91][2300/5005] lr: 1.000e-04, eta: 7:30:35, time: 0.564, data_time: 0.001, loss: 1.1842 2023-03-20 19:06:53,951 - mmcls - INFO - Epoch [91][2400/5005] lr: 1.000e-04, eta: 7:29:38, time: 0.565, data_time: 0.001, loss: 1.1697 2023-03-20 19:07:50,543 - mmcls - INFO - Epoch [91][2500/5005] lr: 1.000e-04, eta: 7:28:41, time: 0.566, data_time: 0.001, loss: 1.1928 2023-03-20 19:08:47,192 - mmcls - INFO - Epoch [91][2600/5005] lr: 1.000e-04, eta: 7:27:45, time: 0.566, data_time: 0.001, loss: 1.1681 2023-03-20 19:09:43,853 - mmcls - INFO - Epoch [91][2700/5005] lr: 1.000e-04, eta: 7:26:48, time: 0.567, data_time: 0.001, loss: 1.1684 2023-03-20 19:10:40,346 - mmcls - INFO - Epoch [91][2800/5005] lr: 1.000e-04, eta: 7:25:51, time: 0.565, data_time: 0.001, loss: 1.1801 2023-03-20 19:11:36,987 - mmcls - INFO - Epoch [91][2900/5005] lr: 1.000e-04, eta: 7:24:55, time: 0.566, data_time: 0.001, loss: 1.1841 2023-03-20 19:12:33,611 - mmcls - INFO - Epoch [91][3000/5005] lr: 1.000e-04, eta: 7:23:58, time: 0.566, data_time: 0.001, loss: 1.1804 2023-03-20 19:13:30,049 - mmcls - INFO - Epoch [91][3100/5005] lr: 1.000e-04, eta: 7:23:01, time: 0.564, data_time: 0.001, loss: 1.2035 2023-03-20 19:14:26,499 - mmcls - INFO - Epoch [91][3200/5005] lr: 1.000e-04, eta: 7:22:05, time: 0.564, data_time: 0.001, loss: 1.1725 2023-03-20 19:15:23,037 - mmcls - INFO - Epoch [91][3300/5005] lr: 1.000e-04, eta: 7:21:08, time: 0.565, data_time: 0.001, loss: 1.1720 2023-03-20 19:16:19,317 - mmcls - INFO - Epoch [91][3400/5005] lr: 1.000e-04, eta: 7:20:11, time: 0.563, data_time: 0.001, loss: 1.1590 2023-03-20 19:17:15,961 - mmcls - INFO - Epoch [91][3500/5005] lr: 1.000e-04, eta: 7:19:14, time: 0.566, data_time: 0.001, loss: 1.1907 2023-03-20 19:18:12,568 - mmcls - INFO - Epoch [91][3600/5005] lr: 1.000e-04, eta: 7:18:18, time: 0.566, data_time: 0.001, loss: 1.1809 2023-03-20 19:19:09,219 - mmcls - INFO - Epoch [91][3700/5005] lr: 1.000e-04, eta: 7:17:21, time: 0.566, data_time: 0.001, loss: 1.1775 2023-03-20 19:20:05,926 - mmcls - INFO - Epoch [91][3800/5005] lr: 1.000e-04, eta: 7:16:25, time: 0.567, data_time: 0.001, loss: 1.1609 2023-03-20 19:21:02,589 - mmcls - INFO - Epoch [91][3900/5005] lr: 1.000e-04, eta: 7:15:28, time: 0.567, data_time: 0.001, loss: 1.1840 2023-03-20 19:21:59,423 - mmcls - INFO - Epoch [91][4000/5005] lr: 1.000e-04, eta: 7:14:32, time: 0.568, data_time: 0.001, loss: 1.1779 2023-03-20 19:22:55,787 - mmcls - INFO - Epoch [91][4100/5005] lr: 1.000e-04, eta: 7:13:35, time: 0.564, data_time: 0.001, loss: 1.1647 2023-03-20 19:23:52,443 - mmcls - INFO - Epoch [91][4200/5005] lr: 1.000e-04, eta: 7:12:38, time: 0.567, data_time: 0.001, loss: 1.1998 2023-03-20 19:24:48,892 - mmcls - INFO - Epoch [91][4300/5005] lr: 1.000e-04, eta: 7:11:41, time: 0.564, data_time: 0.001, loss: 1.1713 2023-03-20 19:25:45,418 - mmcls - INFO - Epoch [91][4400/5005] lr: 1.000e-04, eta: 7:10:45, time: 0.565, data_time: 0.001, loss: 1.1556 2023-03-20 19:26:42,035 - mmcls - INFO - Epoch [91][4500/5005] lr: 1.000e-04, eta: 7:09:48, time: 0.566, data_time: 0.001, loss: 1.1841 2023-03-20 19:27:38,563 - mmcls - INFO - Epoch [91][4600/5005] lr: 1.000e-04, eta: 7:08:51, time: 0.565, data_time: 0.001, loss: 1.1840 2023-03-20 19:28:34,963 - mmcls - INFO - Epoch [91][4700/5005] lr: 1.000e-04, eta: 7:07:55, time: 0.564, data_time: 0.001, loss: 1.1844 2023-03-20 19:29:31,771 - mmcls - INFO - Epoch [91][4800/5005] lr: 1.000e-04, eta: 7:06:58, time: 0.568, data_time: 0.001, loss: 1.1918 2023-03-20 19:30:28,362 - mmcls - INFO - Epoch [91][4900/5005] lr: 1.000e-04, eta: 7:06:02, time: 0.566, data_time: 0.001, loss: 1.1833 2023-03-20 19:31:24,783 - mmcls - INFO - Epoch [91][5000/5005] lr: 1.000e-04, eta: 7:05:05, time: 0.564, data_time: 0.001, loss: 1.1810 2023-03-20 19:31:28,643 - mmcls - INFO - Saving checkpoint at 91 epochs 2023-03-20 19:32:19,692 - mmcls - INFO - Epoch(val) [91][196] accuracy_top-1: 75.6540, accuracy_top-5: 92.8220 2023-03-20 19:33:19,557 - mmcls - INFO - Epoch [92][100/5005] lr: 1.000e-04, eta: 7:04:06, time: 0.599, data_time: 0.038, loss: 1.1673 2023-03-20 19:34:16,031 - mmcls - INFO - Epoch [92][200/5005] lr: 1.000e-04, eta: 7:03:09, time: 0.565, data_time: 0.001, loss: 1.1542 2023-03-20 19:35:12,368 - mmcls - INFO - Epoch [92][300/5005] lr: 1.000e-04, eta: 7:02:12, time: 0.563, data_time: 0.001, loss: 1.1501 2023-03-20 19:36:08,821 - mmcls - INFO - Epoch [92][400/5005] lr: 1.000e-04, eta: 7:01:15, time: 0.565, data_time: 0.001, loss: 1.1794 2023-03-20 19:37:05,168 - mmcls - INFO - Epoch [92][500/5005] lr: 1.000e-04, eta: 7:00:18, time: 0.563, data_time: 0.001, loss: 1.1736 2023-03-20 19:38:01,600 - mmcls - INFO - Epoch [92][600/5005] lr: 1.000e-04, eta: 6:59:22, time: 0.564, data_time: 0.001, loss: 1.1935 2023-03-20 19:38:57,935 - mmcls - INFO - Epoch [92][700/5005] lr: 1.000e-04, eta: 6:58:25, time: 0.563, data_time: 0.001, loss: 1.1820 2023-03-20 19:39:54,556 - mmcls - INFO - Epoch [92][800/5005] lr: 1.000e-04, eta: 6:57:28, time: 0.566, data_time: 0.001, loss: 1.1472 2023-03-20 19:40:51,071 - mmcls - INFO - Epoch [92][900/5005] lr: 1.000e-04, eta: 6:56:32, time: 0.565, data_time: 0.001, loss: 1.1777 2023-03-20 19:41:47,396 - mmcls - INFO - Epoch [92][1000/5005] lr: 1.000e-04, eta: 6:55:35, time: 0.563, data_time: 0.001, loss: 1.1743 2023-03-20 19:42:43,964 - mmcls - INFO - Epoch [92][1100/5005] lr: 1.000e-04, eta: 6:54:38, time: 0.566, data_time: 0.001, loss: 1.1722 2023-03-20 19:43:40,443 - mmcls - INFO - Epoch [92][1200/5005] lr: 1.000e-04, eta: 6:53:41, time: 0.565, data_time: 0.001, loss: 1.1879 2023-03-20 19:44:36,872 - mmcls - INFO - Epoch [92][1300/5005] lr: 1.000e-04, eta: 6:52:45, time: 0.564, data_time: 0.001, loss: 1.1642 2023-03-20 19:45:33,855 - mmcls - INFO - Epoch [92][1400/5005] lr: 1.000e-04, eta: 6:51:48, time: 0.570, data_time: 0.001, loss: 1.1708 2023-03-20 19:46:30,488 - mmcls - INFO - Epoch [92][1500/5005] lr: 1.000e-04, eta: 6:50:52, time: 0.566, data_time: 0.001, loss: 1.1879 2023-03-20 19:47:27,151 - mmcls - INFO - Epoch [92][1600/5005] lr: 1.000e-04, eta: 6:49:55, time: 0.567, data_time: 0.001, loss: 1.1672 2023-03-20 19:48:23,888 - mmcls - INFO - Epoch [92][1700/5005] lr: 1.000e-04, eta: 6:48:59, time: 0.567, data_time: 0.001, loss: 1.1748 2023-03-20 19:49:20,556 - mmcls - INFO - Epoch [92][1800/5005] lr: 1.000e-04, eta: 6:48:02, time: 0.567, data_time: 0.001, loss: 1.1746 2023-03-20 19:50:17,081 - mmcls - INFO - Epoch [92][1900/5005] lr: 1.000e-04, eta: 6:47:05, time: 0.565, data_time: 0.001, loss: 1.1876 2023-03-20 19:51:13,882 - mmcls - INFO - Epoch [92][2000/5005] lr: 1.000e-04, eta: 6:46:09, time: 0.568, data_time: 0.001, loss: 1.1659 2023-03-20 19:52:10,631 - mmcls - INFO - Epoch [92][2100/5005] lr: 1.000e-04, eta: 6:45:12, time: 0.567, data_time: 0.001, loss: 1.1656 2023-03-20 19:53:07,106 - mmcls - INFO - Epoch [92][2200/5005] lr: 1.000e-04, eta: 6:44:16, time: 0.565, data_time: 0.001, loss: 1.1733 2023-03-20 19:54:03,589 - mmcls - INFO - Epoch [92][2300/5005] lr: 1.000e-04, eta: 6:43:19, time: 0.565, data_time: 0.001, loss: 1.1710 2023-03-20 19:55:00,197 - mmcls - INFO - Epoch [92][2400/5005] lr: 1.000e-04, eta: 6:42:22, time: 0.566, data_time: 0.001, loss: 1.1770 2023-03-20 19:55:56,691 - mmcls - INFO - Epoch [92][2500/5005] lr: 1.000e-04, eta: 6:41:26, time: 0.565, data_time: 0.001, loss: 1.1669 2023-03-20 19:56:53,290 - mmcls - INFO - Epoch [92][2600/5005] lr: 1.000e-04, eta: 6:40:29, time: 0.566, data_time: 0.001, loss: 1.1700 2023-03-20 19:57:49,754 - mmcls - INFO - Epoch [92][2700/5005] lr: 1.000e-04, eta: 6:39:32, time: 0.565, data_time: 0.001, loss: 1.1645 2023-03-20 19:58:46,379 - mmcls - INFO - Epoch [92][2800/5005] lr: 1.000e-04, eta: 6:38:36, time: 0.566, data_time: 0.001, loss: 1.1818 2023-03-20 19:59:42,811 - mmcls - INFO - Epoch [92][2900/5005] lr: 1.000e-04, eta: 6:37:39, time: 0.564, data_time: 0.001, loss: 1.1711 2023-03-20 20:00:39,405 - mmcls - INFO - Epoch [92][3000/5005] lr: 1.000e-04, eta: 6:36:42, time: 0.566, data_time: 0.001, loss: 1.1566 2023-03-20 20:01:35,821 - mmcls - INFO - Epoch [92][3100/5005] lr: 1.000e-04, eta: 6:35:45, time: 0.564, data_time: 0.001, loss: 1.1678 2023-03-20 20:02:32,245 - mmcls - INFO - Epoch [92][3200/5005] lr: 1.000e-04, eta: 6:34:49, time: 0.564, data_time: 0.001, loss: 1.1868 2023-03-20 20:03:29,125 - mmcls - INFO - Epoch [92][3300/5005] lr: 1.000e-04, eta: 6:33:52, time: 0.569, data_time: 0.001, loss: 1.1596 2023-03-20 20:04:25,559 - mmcls - INFO - Epoch [92][3400/5005] lr: 1.000e-04, eta: 6:32:56, time: 0.564, data_time: 0.001, loss: 1.1986 2023-03-20 20:05:21,913 - mmcls - INFO - Epoch [92][3500/5005] lr: 1.000e-04, eta: 6:31:59, time: 0.564, data_time: 0.001, loss: 1.1744 2023-03-20 20:06:18,440 - mmcls - INFO - Epoch [92][3600/5005] lr: 1.000e-04, eta: 6:31:02, time: 0.565, data_time: 0.001, loss: 1.1690 2023-03-20 20:07:14,816 - mmcls - INFO - Epoch [92][3700/5005] lr: 1.000e-04, eta: 6:30:05, time: 0.564, data_time: 0.001, loss: 1.1851 2023-03-20 20:08:11,153 - mmcls - INFO - Epoch [92][3800/5005] lr: 1.000e-04, eta: 6:29:09, time: 0.563, data_time: 0.001, loss: 1.2003 2023-03-20 20:09:07,814 - mmcls - INFO - Epoch [92][3900/5005] lr: 1.000e-04, eta: 6:28:12, time: 0.567, data_time: 0.001, loss: 1.1766 2023-03-20 20:10:04,315 - mmcls - INFO - Epoch [92][4000/5005] lr: 1.000e-04, eta: 6:27:15, time: 0.565, data_time: 0.001, loss: 1.1663 2023-03-20 20:11:00,703 - mmcls - INFO - Epoch [92][4100/5005] lr: 1.000e-04, eta: 6:26:18, time: 0.564, data_time: 0.001, loss: 1.1491 2023-03-20 20:11:56,997 - mmcls - INFO - Epoch [92][4200/5005] lr: 1.000e-04, eta: 6:25:22, time: 0.563, data_time: 0.001, loss: 1.1585 2023-03-20 20:12:53,630 - mmcls - INFO - Epoch [92][4300/5005] lr: 1.000e-04, eta: 6:24:25, time: 0.566, data_time: 0.001, loss: 1.1889 2023-03-20 20:13:50,101 - mmcls - INFO - Epoch [92][4400/5005] lr: 1.000e-04, eta: 6:23:28, time: 0.565, data_time: 0.001, loss: 1.1828 2023-03-20 20:14:46,664 - mmcls - INFO - Epoch [92][4500/5005] lr: 1.000e-04, eta: 6:22:32, time: 0.566, data_time: 0.001, loss: 1.1753 2023-03-20 20:15:43,034 - mmcls - INFO - Epoch [92][4600/5005] lr: 1.000e-04, eta: 6:21:35, time: 0.564, data_time: 0.001, loss: 1.1744 2023-03-20 20:16:39,369 - mmcls - INFO - Epoch [92][4700/5005] lr: 1.000e-04, eta: 6:20:38, time: 0.563, data_time: 0.001, loss: 1.1677 2023-03-20 20:17:35,804 - mmcls - INFO - Epoch [92][4800/5005] lr: 1.000e-04, eta: 6:19:41, time: 0.564, data_time: 0.001, loss: 1.1865 2023-03-20 20:18:32,292 - mmcls - INFO - Epoch [92][4900/5005] lr: 1.000e-04, eta: 6:18:45, time: 0.565, data_time: 0.001, loss: 1.1771 2023-03-20 20:19:28,697 - mmcls - INFO - Epoch [92][5000/5005] lr: 1.000e-04, eta: 6:17:48, time: 0.564, data_time: 0.001, loss: 1.1853 2023-03-20 20:19:32,534 - mmcls - INFO - Saving checkpoint at 92 epochs 2023-03-20 20:20:22,760 - mmcls - INFO - Epoch(val) [92][196] accuracy_top-1: 75.5860, accuracy_top-5: 92.7900 2023-03-20 20:21:22,723 - mmcls - INFO - Epoch [93][100/5005] lr: 1.000e-04, eta: 6:16:49, time: 0.600, data_time: 0.040, loss: 1.1545 2023-03-20 20:22:19,042 - mmcls - INFO - Epoch [93][200/5005] lr: 1.000e-04, eta: 6:15:52, time: 0.563, data_time: 0.001, loss: 1.1719 2023-03-20 20:23:15,393 - mmcls - INFO - Epoch [93][300/5005] lr: 1.000e-04, eta: 6:14:55, time: 0.563, data_time: 0.001, loss: 1.1591 2023-03-20 20:24:11,877 - mmcls - INFO - Epoch [93][400/5005] lr: 1.000e-04, eta: 6:13:59, time: 0.565, data_time: 0.001, loss: 1.1615 2023-03-20 20:25:08,291 - mmcls - INFO - Epoch [93][500/5005] lr: 1.000e-04, eta: 6:13:02, time: 0.564, data_time: 0.001, loss: 1.1527 2023-03-20 20:26:04,762 - mmcls - INFO - Epoch [93][600/5005] lr: 1.000e-04, eta: 6:12:05, time: 0.565, data_time: 0.001, loss: 1.1598 2023-03-20 20:27:01,068 - mmcls - INFO - Epoch [93][700/5005] lr: 1.000e-04, eta: 6:11:08, time: 0.563, data_time: 0.001, loss: 1.1671 2023-03-20 20:27:57,354 - mmcls - INFO - Epoch [93][800/5005] lr: 1.000e-04, eta: 6:10:12, time: 0.563, data_time: 0.001, loss: 1.1804 2023-03-20 20:28:53,866 - mmcls - INFO - Epoch [93][900/5005] lr: 1.000e-04, eta: 6:09:15, time: 0.565, data_time: 0.001, loss: 1.1672 2023-03-20 20:29:50,235 - mmcls - INFO - Epoch [93][1000/5005] lr: 1.000e-04, eta: 6:08:18, time: 0.564, data_time: 0.001, loss: 1.1705 2023-03-20 20:30:46,433 - mmcls - INFO - Epoch [93][1100/5005] lr: 1.000e-04, eta: 6:07:21, time: 0.562, data_time: 0.001, loss: 1.1735 2023-03-20 20:31:42,828 - mmcls - INFO - Epoch [93][1200/5005] lr: 1.000e-04, eta: 6:06:25, time: 0.564, data_time: 0.001, loss: 1.1840 2023-03-20 20:32:39,411 - mmcls - INFO - Epoch [93][1300/5005] lr: 1.000e-04, eta: 6:05:28, time: 0.566, data_time: 0.001, loss: 1.1609 2023-03-20 20:33:35,813 - mmcls - INFO - Epoch [93][1400/5005] lr: 1.000e-04, eta: 6:04:31, time: 0.564, data_time: 0.001, loss: 1.1778 2023-03-20 20:34:32,321 - mmcls - INFO - Epoch [93][1500/5005] lr: 1.000e-04, eta: 6:03:35, time: 0.565, data_time: 0.001, loss: 1.1732 2023-03-20 20:35:29,013 - mmcls - INFO - Epoch [93][1600/5005] lr: 1.000e-04, eta: 6:02:38, time: 0.567, data_time: 0.001, loss: 1.1761 2023-03-20 20:36:25,621 - mmcls - INFO - Epoch [93][1700/5005] lr: 1.000e-04, eta: 6:01:41, time: 0.566, data_time: 0.001, loss: 1.1734 2023-03-20 20:37:22,260 - mmcls - INFO - Epoch [93][1800/5005] lr: 1.000e-04, eta: 6:00:45, time: 0.566, data_time: 0.001, loss: 1.1448 2023-03-20 20:38:18,686 - mmcls - INFO - Epoch [93][1900/5005] lr: 1.000e-04, eta: 5:59:48, time: 0.564, data_time: 0.001, loss: 1.1753 2023-03-20 20:39:15,422 - mmcls - INFO - Epoch [93][2000/5005] lr: 1.000e-04, eta: 5:58:52, time: 0.567, data_time: 0.001, loss: 1.1701 2023-03-20 20:40:11,883 - mmcls - INFO - Epoch [93][2100/5005] lr: 1.000e-04, eta: 5:57:55, time: 0.565, data_time: 0.001, loss: 1.1652 2023-03-20 20:41:08,497 - mmcls - INFO - Epoch [93][2200/5005] lr: 1.000e-04, eta: 5:56:58, time: 0.566, data_time: 0.001, loss: 1.1791 2023-03-20 20:42:04,822 - mmcls - INFO - Epoch [93][2300/5005] lr: 1.000e-04, eta: 5:56:01, time: 0.563, data_time: 0.001, loss: 1.1753 2023-03-20 20:43:01,306 - mmcls - INFO - Epoch [93][2400/5005] lr: 1.000e-04, eta: 5:55:05, time: 0.565, data_time: 0.001, loss: 1.1794 2023-03-20 20:43:57,930 - mmcls - INFO - Epoch [93][2500/5005] lr: 1.000e-04, eta: 5:54:08, time: 0.566, data_time: 0.001, loss: 1.1513 2023-03-20 20:44:54,416 - mmcls - INFO - Epoch [93][2600/5005] lr: 1.000e-04, eta: 5:53:12, time: 0.565, data_time: 0.001, loss: 1.1727 2023-03-20 20:45:50,988 - mmcls - INFO - Epoch [93][2700/5005] lr: 1.000e-04, eta: 5:52:15, time: 0.566, data_time: 0.001, loss: 1.1783 2023-03-20 20:46:47,414 - mmcls - INFO - Epoch [93][2800/5005] lr: 1.000e-04, eta: 5:51:18, time: 0.564, data_time: 0.001, loss: 1.1570 2023-03-20 20:47:44,120 - mmcls - INFO - Epoch [93][2900/5005] lr: 1.000e-04, eta: 5:50:22, time: 0.567, data_time: 0.001, loss: 1.1676 2023-03-20 20:48:40,618 - mmcls - INFO - Epoch [93][3000/5005] lr: 1.000e-04, eta: 5:49:25, time: 0.565, data_time: 0.001, loss: 1.1782 2023-03-20 20:49:37,101 - mmcls - INFO - Epoch [93][3100/5005] lr: 1.000e-04, eta: 5:48:28, time: 0.565, data_time: 0.001, loss: 1.1719 2023-03-20 20:50:33,526 - mmcls - INFO - Epoch [93][3200/5005] lr: 1.000e-04, eta: 5:47:32, time: 0.564, data_time: 0.001, loss: 1.1762 2023-03-20 20:51:29,942 - mmcls - INFO - Epoch [93][3300/5005] lr: 1.000e-04, eta: 5:46:35, time: 0.564, data_time: 0.001, loss: 1.1450 2023-03-20 20:52:26,346 - mmcls - INFO - Epoch [93][3400/5005] lr: 1.000e-04, eta: 5:45:38, time: 0.564, data_time: 0.001, loss: 1.1778 2023-03-20 20:53:22,812 - mmcls - INFO - Epoch [93][3500/5005] lr: 1.000e-04, eta: 5:44:42, time: 0.565, data_time: 0.001, loss: 1.1685 2023-03-20 20:54:19,345 - mmcls - INFO - Epoch [93][3600/5005] lr: 1.000e-04, eta: 5:43:45, time: 0.565, data_time: 0.001, loss: 1.1719 2023-03-20 20:55:15,758 - mmcls - INFO - Epoch [93][3700/5005] lr: 1.000e-04, eta: 5:42:48, time: 0.564, data_time: 0.001, loss: 1.1620 2023-03-20 20:56:12,316 - mmcls - INFO - Epoch [93][3800/5005] lr: 1.000e-04, eta: 5:41:52, time: 0.566, data_time: 0.001, loss: 1.1780 2023-03-20 20:57:08,670 - mmcls - INFO - Epoch [93][3900/5005] lr: 1.000e-04, eta: 5:40:55, time: 0.564, data_time: 0.001, loss: 1.1702 2023-03-20 20:58:05,185 - mmcls - INFO - Epoch [93][4000/5005] lr: 1.000e-04, eta: 5:39:58, time: 0.565, data_time: 0.001, loss: 1.1844 2023-03-20 20:59:01,688 - mmcls - INFO - Epoch [93][4100/5005] lr: 1.000e-04, eta: 5:39:02, time: 0.565, data_time: 0.001, loss: 1.1746 2023-03-20 20:59:58,162 - mmcls - INFO - Epoch [93][4200/5005] lr: 1.000e-04, eta: 5:38:05, time: 0.565, data_time: 0.001, loss: 1.1714 2023-03-20 21:00:54,656 - mmcls - INFO - Epoch [93][4300/5005] lr: 1.000e-04, eta: 5:37:08, time: 0.565, data_time: 0.001, loss: 1.1518 2023-03-20 21:01:51,151 - mmcls - INFO - Epoch [93][4400/5005] lr: 1.000e-04, eta: 5:36:12, time: 0.565, data_time: 0.001, loss: 1.1471 2023-03-20 21:02:47,444 - mmcls - INFO - Epoch [93][4500/5005] lr: 1.000e-04, eta: 5:35:15, time: 0.563, data_time: 0.001, loss: 1.1705 2023-03-20 21:03:43,877 - mmcls - INFO - Epoch [93][4600/5005] lr: 1.000e-04, eta: 5:34:18, time: 0.564, data_time: 0.001, loss: 1.1726 2023-03-20 21:04:40,244 - mmcls - INFO - Epoch [93][4700/5005] lr: 1.000e-04, eta: 5:33:21, time: 0.564, data_time: 0.001, loss: 1.1656 2023-03-20 21:05:36,683 - mmcls - INFO - Epoch [93][4800/5005] lr: 1.000e-04, eta: 5:32:25, time: 0.564, data_time: 0.001, loss: 1.1867 2023-03-20 21:06:33,076 - mmcls - INFO - Epoch [93][4900/5005] lr: 1.000e-04, eta: 5:31:28, time: 0.564, data_time: 0.001, loss: 1.1375 2023-03-20 21:07:29,428 - mmcls - INFO - Epoch [93][5000/5005] lr: 1.000e-04, eta: 5:30:31, time: 0.563, data_time: 0.000, loss: 1.1775 2023-03-20 21:07:33,224 - mmcls - INFO - Saving checkpoint at 93 epochs 2023-03-20 21:08:23,230 - mmcls - INFO - Epoch(val) [93][196] accuracy_top-1: 75.7000, accuracy_top-5: 92.9140 2023-03-20 21:09:22,998 - mmcls - INFO - Epoch [94][100/5005] lr: 1.000e-04, eta: 5:29:32, time: 0.598, data_time: 0.039, loss: 1.1690 2023-03-20 21:10:19,212 - mmcls - INFO - Epoch [94][200/5005] lr: 1.000e-04, eta: 5:28:35, time: 0.562, data_time: 0.001, loss: 1.1747 2023-03-20 21:11:15,511 - mmcls - INFO - Epoch [94][300/5005] lr: 1.000e-04, eta: 5:27:38, time: 0.563, data_time: 0.001, loss: 1.1432 2023-03-20 21:12:11,737 - mmcls - INFO - Epoch [94][400/5005] lr: 1.000e-04, eta: 5:26:42, time: 0.562, data_time: 0.001, loss: 1.1806 2023-03-20 21:13:08,201 - mmcls - INFO - Epoch [94][500/5005] lr: 1.000e-04, eta: 5:25:45, time: 0.565, data_time: 0.001, loss: 1.1607 2023-03-20 21:14:04,618 - mmcls - INFO - Epoch [94][600/5005] lr: 1.000e-04, eta: 5:24:48, time: 0.564, data_time: 0.001, loss: 1.1653 2023-03-20 21:15:00,836 - mmcls - INFO - Epoch [94][700/5005] lr: 1.000e-04, eta: 5:23:51, time: 0.562, data_time: 0.001, loss: 1.1794 2023-03-20 21:15:57,319 - mmcls - INFO - Epoch [94][800/5005] lr: 1.000e-04, eta: 5:22:55, time: 0.565, data_time: 0.001, loss: 1.1571 2023-03-20 21:16:53,795 - mmcls - INFO - Epoch [94][900/5005] lr: 1.000e-04, eta: 5:21:58, time: 0.565, data_time: 0.001, loss: 1.1638 2023-03-20 21:17:50,202 - mmcls - INFO - Epoch [94][1000/5005] lr: 1.000e-04, eta: 5:21:01, time: 0.564, data_time: 0.001, loss: 1.1854 2023-03-20 21:18:46,492 - mmcls - INFO - Epoch [94][1100/5005] lr: 1.000e-04, eta: 5:20:05, time: 0.563, data_time: 0.001, loss: 1.1575 2023-03-20 21:19:42,843 - mmcls - INFO - Epoch [94][1200/5005] lr: 1.000e-04, eta: 5:19:08, time: 0.563, data_time: 0.001, loss: 1.1436 2023-03-20 21:20:39,198 - mmcls - INFO - Epoch [94][1300/5005] lr: 1.000e-04, eta: 5:18:11, time: 0.564, data_time: 0.001, loss: 1.1665 2023-03-20 21:21:35,709 - mmcls - INFO - Epoch [94][1400/5005] lr: 1.000e-04, eta: 5:17:15, time: 0.565, data_time: 0.001, loss: 1.1985 2023-03-20 21:22:32,132 - mmcls - INFO - Epoch [94][1500/5005] lr: 1.000e-04, eta: 5:16:18, time: 0.564, data_time: 0.001, loss: 1.1594 2023-03-20 21:23:28,441 - mmcls - INFO - Epoch [94][1600/5005] lr: 1.000e-04, eta: 5:15:21, time: 0.563, data_time: 0.001, loss: 1.1614 2023-03-20 21:24:24,892 - mmcls - INFO - Epoch [94][1700/5005] lr: 1.000e-04, eta: 5:14:25, time: 0.564, data_time: 0.001, loss: 1.1700 2023-03-20 21:25:21,558 - mmcls - INFO - Epoch [94][1800/5005] lr: 1.000e-04, eta: 5:13:28, time: 0.567, data_time: 0.001, loss: 1.1480 2023-03-20 21:26:17,993 - mmcls - INFO - Epoch [94][1900/5005] lr: 1.000e-04, eta: 5:12:31, time: 0.564, data_time: 0.001, loss: 1.1485 2023-03-20 21:27:14,232 - mmcls - INFO - Epoch [94][2000/5005] lr: 1.000e-04, eta: 5:11:35, time: 0.562, data_time: 0.001, loss: 1.1827 2023-03-20 21:28:10,713 - mmcls - INFO - Epoch [94][2100/5005] lr: 1.000e-04, eta: 5:10:38, time: 0.565, data_time: 0.001, loss: 1.1450 2023-03-20 21:29:07,192 - mmcls - INFO - Epoch [94][2200/5005] lr: 1.000e-04, eta: 5:09:41, time: 0.565, data_time: 0.001, loss: 1.1594 2023-03-20 21:30:03,686 - mmcls - INFO - Epoch [94][2300/5005] lr: 1.000e-04, eta: 5:08:45, time: 0.565, data_time: 0.001, loss: 1.1544 2023-03-20 21:31:00,163 - mmcls - INFO - Epoch [94][2400/5005] lr: 1.000e-04, eta: 5:07:48, time: 0.565, data_time: 0.001, loss: 1.1750 2023-03-20 21:31:56,692 - mmcls - INFO - Epoch [94][2500/5005] lr: 1.000e-04, eta: 5:06:51, time: 0.565, data_time: 0.001, loss: 1.1861 2023-03-20 21:32:53,052 - mmcls - INFO - Epoch [94][2600/5005] lr: 1.000e-04, eta: 5:05:55, time: 0.564, data_time: 0.001, loss: 1.1688 2023-03-20 21:33:49,502 - mmcls - INFO - Epoch [94][2700/5005] lr: 1.000e-04, eta: 5:04:58, time: 0.564, data_time: 0.001, loss: 1.1393 2023-03-20 21:34:45,913 - mmcls - INFO - Epoch [94][2800/5005] lr: 1.000e-04, eta: 5:04:01, time: 0.564, data_time: 0.001, loss: 1.1783 2023-03-20 21:35:42,258 - mmcls - INFO - Epoch [94][2900/5005] lr: 1.000e-04, eta: 5:03:05, time: 0.563, data_time: 0.001, loss: 1.1666 2023-03-20 21:36:38,696 - mmcls - INFO - Epoch [94][3000/5005] lr: 1.000e-04, eta: 5:02:08, time: 0.564, data_time: 0.001, loss: 1.1698 2023-03-20 21:37:34,991 - mmcls - INFO - Epoch [94][3100/5005] lr: 1.000e-04, eta: 5:01:11, time: 0.563, data_time: 0.001, loss: 1.1446 2023-03-20 21:38:31,534 - mmcls - INFO - Epoch [94][3200/5005] lr: 1.000e-04, eta: 5:00:15, time: 0.565, data_time: 0.001, loss: 1.1891 2023-03-20 21:39:27,942 - mmcls - INFO - Epoch [94][3300/5005] lr: 1.000e-04, eta: 4:59:18, time: 0.564, data_time: 0.001, loss: 1.1836 2023-03-20 21:40:24,341 - mmcls - INFO - Epoch [94][3400/5005] lr: 1.000e-04, eta: 4:58:21, time: 0.564, data_time: 0.001, loss: 1.1637 2023-03-20 21:41:21,047 - mmcls - INFO - Epoch [94][3500/5005] lr: 1.000e-04, eta: 4:57:25, time: 0.567, data_time: 0.001, loss: 1.1958 2023-03-20 21:42:17,346 - mmcls - INFO - Epoch [94][3600/5005] lr: 1.000e-04, eta: 4:56:28, time: 0.563, data_time: 0.001, loss: 1.1740 2023-03-20 21:43:13,747 - mmcls - INFO - Epoch [94][3700/5005] lr: 1.000e-04, eta: 4:55:31, time: 0.564, data_time: 0.001, loss: 1.1652 2023-03-20 21:44:10,465 - mmcls - INFO - Epoch [94][3800/5005] lr: 1.000e-04, eta: 4:54:35, time: 0.567, data_time: 0.001, loss: 1.1572 2023-03-20 21:45:06,981 - mmcls - INFO - Epoch [94][3900/5005] lr: 1.000e-04, eta: 4:53:38, time: 0.565, data_time: 0.001, loss: 1.1820 2023-03-20 21:46:03,420 - mmcls - INFO - Epoch [94][4000/5005] lr: 1.000e-04, eta: 4:52:41, time: 0.564, data_time: 0.001, loss: 1.1529 2023-03-20 21:46:59,746 - mmcls - INFO - Epoch [94][4100/5005] lr: 1.000e-04, eta: 4:51:45, time: 0.563, data_time: 0.001, loss: 1.1683 2023-03-20 21:47:56,072 - mmcls - INFO - Epoch [94][4200/5005] lr: 1.000e-04, eta: 4:50:48, time: 0.563, data_time: 0.001, loss: 1.1868 2023-03-20 21:48:52,398 - mmcls - INFO - Epoch [94][4300/5005] lr: 1.000e-04, eta: 4:49:51, time: 0.563, data_time: 0.001, loss: 1.1603 2023-03-20 21:49:48,876 - mmcls - INFO - Epoch [94][4400/5005] lr: 1.000e-04, eta: 4:48:55, time: 0.565, data_time: 0.001, loss: 1.1590 2023-03-20 21:50:45,432 - mmcls - INFO - Epoch [94][4500/5005] lr: 1.000e-04, eta: 4:47:58, time: 0.566, data_time: 0.001, loss: 1.1709 2023-03-20 21:51:41,976 - mmcls - INFO - Epoch [94][4600/5005] lr: 1.000e-04, eta: 4:47:02, time: 0.565, data_time: 0.001, loss: 1.1614 2023-03-20 21:52:38,475 - mmcls - INFO - Epoch [94][4700/5005] lr: 1.000e-04, eta: 4:46:05, time: 0.565, data_time: 0.001, loss: 1.1630 2023-03-20 21:53:35,033 - mmcls - INFO - Epoch [94][4800/5005] lr: 1.000e-04, eta: 4:45:08, time: 0.566, data_time: 0.001, loss: 1.1804 2023-03-20 21:54:31,294 - mmcls - INFO - Epoch [94][4900/5005] lr: 1.000e-04, eta: 4:44:12, time: 0.563, data_time: 0.001, loss: 1.1771 2023-03-20 21:55:27,730 - mmcls - INFO - Epoch [94][5000/5005] lr: 1.000e-04, eta: 4:43:15, time: 0.564, data_time: 0.001, loss: 1.1674 2023-03-20 21:55:31,538 - mmcls - INFO - Saving checkpoint at 94 epochs 2023-03-20 21:56:21,941 - mmcls - INFO - Epoch(val) [94][196] accuracy_top-1: 75.7040, accuracy_top-5: 92.8540 2023-03-20 21:57:21,543 - mmcls - INFO - Epoch [95][100/5005] lr: 1.000e-04, eta: 4:42:16, time: 0.596, data_time: 0.038, loss: 1.1453 2023-03-20 21:58:17,986 - mmcls - INFO - Epoch [95][200/5005] lr: 1.000e-04, eta: 4:41:19, time: 0.564, data_time: 0.001, loss: 1.1794 2023-03-20 21:59:14,421 - mmcls - INFO - Epoch [95][300/5005] lr: 1.000e-04, eta: 4:40:22, time: 0.564, data_time: 0.001, loss: 1.1566 2023-03-20 22:00:10,788 - mmcls - INFO - Epoch [95][400/5005] lr: 1.000e-04, eta: 4:39:26, time: 0.564, data_time: 0.001, loss: 1.1560 2023-03-20 22:01:07,150 - mmcls - INFO - Epoch [95][500/5005] lr: 1.000e-04, eta: 4:38:29, time: 0.564, data_time: 0.001, loss: 1.1620 2023-03-20 22:02:03,701 - mmcls - INFO - Epoch [95][600/5005] lr: 1.000e-04, eta: 4:37:32, time: 0.565, data_time: 0.001, loss: 1.1670 2023-03-20 22:03:00,144 - mmcls - INFO - Epoch [95][700/5005] lr: 1.000e-04, eta: 4:36:36, time: 0.564, data_time: 0.001, loss: 1.1565 2023-03-20 22:03:56,537 - mmcls - INFO - Epoch [95][800/5005] lr: 1.000e-04, eta: 4:35:39, time: 0.564, data_time: 0.001, loss: 1.1637 2023-03-20 22:04:53,487 - mmcls - INFO - Epoch [95][900/5005] lr: 1.000e-04, eta: 4:34:43, time: 0.569, data_time: 0.001, loss: 1.1722 2023-03-20 22:05:50,003 - mmcls - INFO - Epoch [95][1000/5005] lr: 1.000e-04, eta: 4:33:46, time: 0.565, data_time: 0.001, loss: 1.1621 2023-03-20 22:06:46,630 - mmcls - INFO - Epoch [95][1100/5005] lr: 1.000e-04, eta: 4:32:49, time: 0.566, data_time: 0.001, loss: 1.1506 2023-03-20 22:07:43,089 - mmcls - INFO - Epoch [95][1200/5005] lr: 1.000e-04, eta: 4:31:53, time: 0.565, data_time: 0.001, loss: 1.1702 2023-03-20 22:08:39,448 - mmcls - INFO - Epoch [95][1300/5005] lr: 1.000e-04, eta: 4:30:56, time: 0.564, data_time: 0.001, loss: 1.1669 2023-03-20 22:09:35,774 - mmcls - INFO - Epoch [95][1400/5005] lr: 1.000e-04, eta: 4:29:59, time: 0.563, data_time: 0.001, loss: 1.1573 2023-03-20 22:10:32,248 - mmcls - INFO - Epoch [95][1500/5005] lr: 1.000e-04, eta: 4:29:03, time: 0.565, data_time: 0.001, loss: 1.1700 2023-03-20 22:11:28,743 - mmcls - INFO - Epoch [95][1600/5005] lr: 1.000e-04, eta: 4:28:06, time: 0.565, data_time: 0.001, loss: 1.1501 2023-03-20 22:12:25,445 - mmcls - INFO - Epoch [95][1700/5005] lr: 1.000e-04, eta: 4:27:10, time: 0.567, data_time: 0.001, loss: 1.1664 2023-03-20 22:13:21,885 - mmcls - INFO - Epoch [95][1800/5005] lr: 1.000e-04, eta: 4:26:13, time: 0.564, data_time: 0.001, loss: 1.1615 2023-03-20 22:14:18,489 - mmcls - INFO - Epoch [95][1900/5005] lr: 1.000e-04, eta: 4:25:16, time: 0.566, data_time: 0.001, loss: 1.1738 2023-03-20 22:15:15,156 - mmcls - INFO - Epoch [95][2000/5005] lr: 1.000e-04, eta: 4:24:20, time: 0.567, data_time: 0.001, loss: 1.1646 2023-03-20 22:16:11,419 - mmcls - INFO - Epoch [95][2100/5005] lr: 1.000e-04, eta: 4:23:23, time: 0.563, data_time: 0.001, loss: 1.1866 2023-03-20 22:17:08,054 - mmcls - INFO - Epoch [95][2200/5005] lr: 1.000e-04, eta: 4:22:27, time: 0.566, data_time: 0.001, loss: 1.1723 2023-03-20 22:18:04,417 - mmcls - INFO - Epoch [95][2300/5005] lr: 1.000e-04, eta: 4:21:30, time: 0.564, data_time: 0.001, loss: 1.1686 2023-03-20 22:19:01,151 - mmcls - INFO - Epoch [95][2400/5005] lr: 1.000e-04, eta: 4:20:33, time: 0.567, data_time: 0.001, loss: 1.1780 2023-03-20 22:19:57,510 - mmcls - INFO - Epoch [95][2500/5005] lr: 1.000e-04, eta: 4:19:37, time: 0.564, data_time: 0.001, loss: 1.1581 2023-03-20 22:20:53,905 - mmcls - INFO - Epoch [95][2600/5005] lr: 1.000e-04, eta: 4:18:40, time: 0.564, data_time: 0.001, loss: 1.1850 2023-03-20 22:21:50,439 - mmcls - INFO - Epoch [95][2700/5005] lr: 1.000e-04, eta: 4:17:43, time: 0.565, data_time: 0.001, loss: 1.1709 2023-03-20 22:22:47,145 - mmcls - INFO - Epoch [95][2800/5005] lr: 1.000e-04, eta: 4:16:47, time: 0.567, data_time: 0.001, loss: 1.1801 2023-03-20 22:23:43,749 - mmcls - INFO - Epoch [95][2900/5005] lr: 1.000e-04, eta: 4:15:50, time: 0.566, data_time: 0.001, loss: 1.1752 2023-03-20 22:24:40,264 - mmcls - INFO - Epoch [95][3000/5005] lr: 1.000e-04, eta: 4:14:54, time: 0.565, data_time: 0.001, loss: 1.1519 2023-03-20 22:25:36,823 - mmcls - INFO - Epoch [95][3100/5005] lr: 1.000e-04, eta: 4:13:57, time: 0.566, data_time: 0.001, loss: 1.1674 2023-03-20 22:26:33,260 - mmcls - INFO - Epoch [95][3200/5005] lr: 1.000e-04, eta: 4:13:01, time: 0.564, data_time: 0.001, loss: 1.1742 2023-03-20 22:27:29,836 - mmcls - INFO - Epoch [95][3300/5005] lr: 1.000e-04, eta: 4:12:04, time: 0.566, data_time: 0.001, loss: 1.1524 2023-03-20 22:28:26,192 - mmcls - INFO - Epoch [95][3400/5005] lr: 1.000e-04, eta: 4:11:07, time: 0.564, data_time: 0.001, loss: 1.1547 2023-03-20 22:29:22,738 - mmcls - INFO - Epoch [95][3500/5005] lr: 1.000e-04, eta: 4:10:11, time: 0.565, data_time: 0.001, loss: 1.1687 2023-03-20 22:30:19,088 - mmcls - INFO - Epoch [95][3600/5005] lr: 1.000e-04, eta: 4:09:14, time: 0.563, data_time: 0.001, loss: 1.1644 2023-03-20 22:31:15,625 - mmcls - INFO - Epoch [95][3700/5005] lr: 1.000e-04, eta: 4:08:17, time: 0.565, data_time: 0.001, loss: 1.1801 2023-03-20 22:32:12,269 - mmcls - INFO - Epoch [95][3800/5005] lr: 1.000e-04, eta: 4:07:21, time: 0.566, data_time: 0.001, loss: 1.1675 2023-03-20 22:33:08,739 - mmcls - INFO - Epoch [95][3900/5005] lr: 1.000e-04, eta: 4:06:24, time: 0.565, data_time: 0.001, loss: 1.1618 2023-03-20 22:34:05,235 - mmcls - INFO - Epoch [95][4000/5005] lr: 1.000e-04, eta: 4:05:28, time: 0.565, data_time: 0.001, loss: 1.1609 2023-03-20 22:35:01,926 - mmcls - INFO - Epoch [95][4100/5005] lr: 1.000e-04, eta: 4:04:31, time: 0.567, data_time: 0.001, loss: 1.1603 2023-03-20 22:35:58,507 - mmcls - INFO - Epoch [95][4200/5005] lr: 1.000e-04, eta: 4:03:34, time: 0.566, data_time: 0.001, loss: 1.1585 2023-03-20 22:36:55,163 - mmcls - INFO - Epoch [95][4300/5005] lr: 1.000e-04, eta: 4:02:38, time: 0.567, data_time: 0.001, loss: 1.1770 2023-03-20 22:37:51,703 - mmcls - INFO - Epoch [95][4400/5005] lr: 1.000e-04, eta: 4:01:41, time: 0.565, data_time: 0.001, loss: 1.1920 2023-03-20 22:38:48,302 - mmcls - INFO - Epoch [95][4500/5005] lr: 1.000e-04, eta: 4:00:45, time: 0.566, data_time: 0.001, loss: 1.1750 2023-03-20 22:39:44,877 - mmcls - INFO - Epoch [95][4600/5005] lr: 1.000e-04, eta: 3:59:48, time: 0.566, data_time: 0.001, loss: 1.1708 2023-03-20 22:40:41,616 - mmcls - INFO - Epoch [95][4700/5005] lr: 1.000e-04, eta: 3:58:52, time: 0.567, data_time: 0.001, loss: 1.1624 2023-03-20 22:41:38,132 - mmcls - INFO - Epoch [95][4800/5005] lr: 1.000e-04, eta: 3:57:55, time: 0.565, data_time: 0.001, loss: 1.1725 2023-03-20 22:42:34,715 - mmcls - INFO - Epoch [95][4900/5005] lr: 1.000e-04, eta: 3:56:58, time: 0.566, data_time: 0.001, loss: 1.1619 2023-03-20 22:43:31,105 - mmcls - INFO - Epoch [95][5000/5005] lr: 1.000e-04, eta: 3:56:02, time: 0.564, data_time: 0.001, loss: 1.1557 2023-03-20 22:43:34,995 - mmcls - INFO - Saving checkpoint at 95 epochs 2023-03-20 22:44:25,368 - mmcls - INFO - Epoch(val) [95][196] accuracy_top-1: 75.6620, accuracy_top-5: 92.8320 2023-03-20 22:45:25,154 - mmcls - INFO - Epoch [96][100/5005] lr: 1.000e-04, eta: 3:55:03, time: 0.598, data_time: 0.039, loss: 1.1712 2023-03-20 22:46:21,368 - mmcls - INFO - Epoch [96][200/5005] lr: 1.000e-04, eta: 3:54:06, time: 0.562, data_time: 0.001, loss: 1.1665 2023-03-20 22:47:17,839 - mmcls - INFO - Epoch [96][300/5005] lr: 1.000e-04, eta: 3:53:09, time: 0.565, data_time: 0.001, loss: 1.1575 2023-03-20 22:48:14,329 - mmcls - INFO - Epoch [96][400/5005] lr: 1.000e-04, eta: 3:52:13, time: 0.565, data_time: 0.001, loss: 1.1631 2023-03-20 22:49:10,588 - mmcls - INFO - Epoch [96][500/5005] lr: 1.000e-04, eta: 3:51:16, time: 0.563, data_time: 0.001, loss: 1.1886 2023-03-20 22:50:07,001 - mmcls - INFO - Epoch [96][600/5005] lr: 1.000e-04, eta: 3:50:19, time: 0.564, data_time: 0.001, loss: 1.1581 2023-03-20 22:51:03,513 - mmcls - INFO - Epoch [96][700/5005] lr: 1.000e-04, eta: 3:49:23, time: 0.565, data_time: 0.001, loss: 1.1582 2023-03-20 22:51:59,890 - mmcls - INFO - Epoch [96][800/5005] lr: 1.000e-04, eta: 3:48:26, time: 0.564, data_time: 0.001, loss: 1.1549 2023-03-20 22:52:56,303 - mmcls - INFO - Epoch [96][900/5005] lr: 1.000e-04, eta: 3:47:29, time: 0.564, data_time: 0.001, loss: 1.1541 2023-03-20 22:53:52,709 - mmcls - INFO - Epoch [96][1000/5005] lr: 1.000e-04, eta: 3:46:33, time: 0.564, data_time: 0.001, loss: 1.1455 2023-03-20 22:54:49,134 - mmcls - INFO - Epoch [96][1100/5005] lr: 1.000e-04, eta: 3:45:36, time: 0.564, data_time: 0.001, loss: 1.1776 2023-03-20 22:55:45,758 - mmcls - INFO - Epoch [96][1200/5005] lr: 1.000e-04, eta: 3:44:40, time: 0.566, data_time: 0.001, loss: 1.1624 2023-03-20 22:56:42,374 - mmcls - INFO - Epoch [96][1300/5005] lr: 1.000e-04, eta: 3:43:43, time: 0.566, data_time: 0.001, loss: 1.1609 2023-03-20 22:57:38,723 - mmcls - INFO - Epoch [96][1400/5005] lr: 1.000e-04, eta: 3:42:46, time: 0.563, data_time: 0.001, loss: 1.1708 2023-03-20 22:58:35,189 - mmcls - INFO - Epoch [96][1500/5005] lr: 1.000e-04, eta: 3:41:50, time: 0.565, data_time: 0.001, loss: 1.1653 2023-03-20 22:59:31,421 - mmcls - INFO - Epoch [96][1600/5005] lr: 1.000e-04, eta: 3:40:53, time: 0.562, data_time: 0.001, loss: 1.1661 2023-03-20 23:00:27,767 - mmcls - INFO - Epoch [96][1700/5005] lr: 1.000e-04, eta: 3:39:56, time: 0.563, data_time: 0.001, loss: 1.1586 2023-03-20 23:01:24,220 - mmcls - INFO - Epoch [96][1800/5005] lr: 1.000e-04, eta: 3:39:00, time: 0.565, data_time: 0.001, loss: 1.1619 2023-03-20 23:02:20,574 - mmcls - INFO - Epoch [96][1900/5005] lr: 1.000e-04, eta: 3:38:03, time: 0.564, data_time: 0.001, loss: 1.1697 2023-03-20 23:03:17,068 - mmcls - INFO - Epoch [96][2000/5005] lr: 1.000e-04, eta: 3:37:07, time: 0.565, data_time: 0.001, loss: 1.1741 2023-03-20 23:04:13,415 - mmcls - INFO - Epoch [96][2100/5005] lr: 1.000e-04, eta: 3:36:10, time: 0.563, data_time: 0.001, loss: 1.1840 2023-03-20 23:05:09,855 - mmcls - INFO - Epoch [96][2200/5005] lr: 1.000e-04, eta: 3:35:13, time: 0.564, data_time: 0.001, loss: 1.1653 2023-03-20 23:06:06,441 - mmcls - INFO - Epoch [96][2300/5005] lr: 1.000e-04, eta: 3:34:17, time: 0.566, data_time: 0.001, loss: 1.1744 2023-03-20 23:07:02,884 - mmcls - INFO - Epoch [96][2400/5005] lr: 1.000e-04, eta: 3:33:20, time: 0.564, data_time: 0.001, loss: 1.1726 2023-03-20 23:07:59,224 - mmcls - INFO - Epoch [96][2500/5005] lr: 1.000e-04, eta: 3:32:23, time: 0.563, data_time: 0.001, loss: 1.1834 2023-03-20 23:08:55,854 - mmcls - INFO - Epoch [96][2600/5005] lr: 1.000e-04, eta: 3:31:27, time: 0.566, data_time: 0.001, loss: 1.1589 2023-03-20 23:09:52,468 - mmcls - INFO - Epoch [96][2700/5005] lr: 1.000e-04, eta: 3:30:30, time: 0.566, data_time: 0.001, loss: 1.1667 2023-03-20 23:10:49,063 - mmcls - INFO - Epoch [96][2800/5005] lr: 1.000e-04, eta: 3:29:34, time: 0.566, data_time: 0.001, loss: 1.1564 2023-03-20 23:11:45,641 - mmcls - INFO - Epoch [96][2900/5005] lr: 1.000e-04, eta: 3:28:37, time: 0.566, data_time: 0.001, loss: 1.1635 2023-03-20 23:12:41,936 - mmcls - INFO - Epoch [96][3000/5005] lr: 1.000e-04, eta: 3:27:40, time: 0.563, data_time: 0.001, loss: 1.1735 2023-03-20 23:13:38,584 - mmcls - INFO - Epoch [96][3100/5005] lr: 1.000e-04, eta: 3:26:44, time: 0.566, data_time: 0.001, loss: 1.1697 2023-03-20 23:14:35,002 - mmcls - INFO - Epoch [96][3200/5005] lr: 1.000e-04, eta: 3:25:47, time: 0.564, data_time: 0.001, loss: 1.1637 2023-03-20 23:15:31,329 - mmcls - INFO - Epoch [96][3300/5005] lr: 1.000e-04, eta: 3:24:51, time: 0.563, data_time: 0.001, loss: 1.1595 2023-03-20 23:16:27,700 - mmcls - INFO - Epoch [96][3400/5005] lr: 1.000e-04, eta: 3:23:54, time: 0.564, data_time: 0.001, loss: 1.1642 2023-03-20 23:17:24,110 - mmcls - INFO - Epoch [96][3500/5005] lr: 1.000e-04, eta: 3:22:57, time: 0.564, data_time: 0.001, loss: 1.1823 2023-03-20 23:18:20,742 - mmcls - INFO - Epoch [96][3600/5005] lr: 1.000e-04, eta: 3:22:01, time: 0.566, data_time: 0.001, loss: 1.1618 2023-03-20 23:19:17,250 - mmcls - INFO - Epoch [96][3700/5005] lr: 1.000e-04, eta: 3:21:04, time: 0.565, data_time: 0.001, loss: 1.1738 2023-03-20 23:20:13,790 - mmcls - INFO - Epoch [96][3800/5005] lr: 1.000e-04, eta: 3:20:08, time: 0.565, data_time: 0.001, loss: 1.1686 2023-03-20 23:21:10,154 - mmcls - INFO - Epoch [96][3900/5005] lr: 1.000e-04, eta: 3:19:11, time: 0.564, data_time: 0.001, loss: 1.1483 2023-03-20 23:22:06,989 - mmcls - INFO - Epoch [96][4000/5005] lr: 1.000e-04, eta: 3:18:15, time: 0.568, data_time: 0.001, loss: 1.1579 2023-03-20 23:23:03,425 - mmcls - INFO - Epoch [96][4100/5005] lr: 1.000e-04, eta: 3:17:18, time: 0.564, data_time: 0.001, loss: 1.1707 2023-03-20 23:23:59,864 - mmcls - INFO - Epoch [96][4200/5005] lr: 1.000e-04, eta: 3:16:21, time: 0.564, data_time: 0.001, loss: 1.1729 2023-03-20 23:24:56,184 - mmcls - INFO - Epoch [96][4300/5005] lr: 1.000e-04, eta: 3:15:25, time: 0.563, data_time: 0.001, loss: 1.1470 2023-03-20 23:25:52,707 - mmcls - INFO - Epoch [96][4400/5005] lr: 1.000e-04, eta: 3:14:28, time: 0.565, data_time: 0.001, loss: 1.1796 2023-03-20 23:26:49,006 - mmcls - INFO - Epoch [96][4500/5005] lr: 1.000e-04, eta: 3:13:31, time: 0.563, data_time: 0.001, loss: 1.1724 2023-03-20 23:27:45,424 - mmcls - INFO - Epoch [96][4600/5005] lr: 1.000e-04, eta: 3:12:35, time: 0.564, data_time: 0.001, loss: 1.1493 2023-03-20 23:28:42,059 - mmcls - INFO - Epoch [96][4700/5005] lr: 1.000e-04, eta: 3:11:38, time: 0.566, data_time: 0.001, loss: 1.1609 2023-03-20 23:29:38,467 - mmcls - INFO - Epoch [96][4800/5005] lr: 1.000e-04, eta: 3:10:42, time: 0.564, data_time: 0.001, loss: 1.1647 2023-03-20 23:30:35,091 - mmcls - INFO - Epoch [96][4900/5005] lr: 1.000e-04, eta: 3:09:45, time: 0.566, data_time: 0.001, loss: 1.1743 2023-03-20 23:31:31,486 - mmcls - INFO - Epoch [96][5000/5005] lr: 1.000e-04, eta: 3:08:48, time: 0.564, data_time: 0.001, loss: 1.1664 2023-03-20 23:31:35,273 - mmcls - INFO - Saving checkpoint at 96 epochs 2023-03-20 23:32:25,412 - mmcls - INFO - Epoch(val) [96][196] accuracy_top-1: 75.6520, accuracy_top-5: 92.8160 2023-03-20 23:33:25,120 - mmcls - INFO - Epoch [97][100/5005] lr: 1.000e-04, eta: 3:07:49, time: 0.597, data_time: 0.038, loss: 1.1755 2023-03-20 23:34:21,453 - mmcls - INFO - Epoch [97][200/5005] lr: 1.000e-04, eta: 3:06:52, time: 0.563, data_time: 0.001, loss: 1.1752 2023-03-20 23:35:17,666 - mmcls - INFO - Epoch [97][300/5005] lr: 1.000e-04, eta: 3:05:56, time: 0.562, data_time: 0.001, loss: 1.1744 2023-03-20 23:36:14,061 - mmcls - INFO - Epoch [97][400/5005] lr: 1.000e-04, eta: 3:04:59, time: 0.564, data_time: 0.001, loss: 1.1647 2023-03-20 23:37:10,301 - mmcls - INFO - Epoch [97][500/5005] lr: 1.000e-04, eta: 3:04:03, time: 0.562, data_time: 0.001, loss: 1.1306 2023-03-20 23:38:06,601 - mmcls - INFO - Epoch [97][600/5005] lr: 1.000e-04, eta: 3:03:06, time: 0.563, data_time: 0.001, loss: 1.1733 2023-03-20 23:39:03,038 - mmcls - INFO - Epoch [97][700/5005] lr: 1.000e-04, eta: 3:02:09, time: 0.564, data_time: 0.001, loss: 1.1443 2023-03-20 23:39:59,569 - mmcls - INFO - Epoch [97][800/5005] lr: 1.000e-04, eta: 3:01:13, time: 0.565, data_time: 0.001, loss: 1.1658 2023-03-20 23:40:55,974 - mmcls - INFO - Epoch [97][900/5005] lr: 1.000e-04, eta: 3:00:16, time: 0.564, data_time: 0.001, loss: 1.1614 2023-03-20 23:41:52,482 - mmcls - INFO - Epoch [97][1000/5005] lr: 1.000e-04, eta: 2:59:20, time: 0.565, data_time: 0.001, loss: 1.1480 2023-03-20 23:42:48,747 - mmcls - INFO - Epoch [97][1100/5005] lr: 1.000e-04, eta: 2:58:23, time: 0.563, data_time: 0.001, loss: 1.1657 2023-03-20 23:43:44,944 - mmcls - INFO - Epoch [97][1200/5005] lr: 1.000e-04, eta: 2:57:26, time: 0.562, data_time: 0.001, loss: 1.1760 2023-03-20 23:44:41,151 - mmcls - INFO - Epoch [97][1300/5005] lr: 1.000e-04, eta: 2:56:30, time: 0.562, data_time: 0.001, loss: 1.1698 2023-03-20 23:45:37,490 - mmcls - INFO - Epoch [97][1400/5005] lr: 1.000e-04, eta: 2:55:33, time: 0.563, data_time: 0.001, loss: 1.1538 2023-03-20 23:46:33,721 - mmcls - INFO - Epoch [97][1500/5005] lr: 1.000e-04, eta: 2:54:36, time: 0.562, data_time: 0.001, loss: 1.1687 2023-03-20 23:47:30,201 - mmcls - INFO - Epoch [97][1600/5005] lr: 1.000e-04, eta: 2:53:40, time: 0.565, data_time: 0.001, loss: 1.1655 2023-03-20 23:48:26,719 - mmcls - INFO - Epoch [97][1700/5005] lr: 1.000e-04, eta: 2:52:43, time: 0.565, data_time: 0.001, loss: 1.1628 2023-03-20 23:49:22,944 - mmcls - INFO - Epoch [97][1800/5005] lr: 1.000e-04, eta: 2:51:46, time: 0.562, data_time: 0.001, loss: 1.1990 2023-03-20 23:50:19,345 - mmcls - INFO - Epoch [97][1900/5005] lr: 1.000e-04, eta: 2:50:50, time: 0.564, data_time: 0.001, loss: 1.1666 2023-03-20 23:51:15,706 - mmcls - INFO - Epoch [97][2000/5005] lr: 1.000e-04, eta: 2:49:53, time: 0.564, data_time: 0.001, loss: 1.1711 2023-03-20 23:52:11,893 - mmcls - INFO - Epoch [97][2100/5005] lr: 1.000e-04, eta: 2:48:57, time: 0.562, data_time: 0.001, loss: 1.1623 2023-03-20 23:53:08,351 - mmcls - INFO - Epoch [97][2200/5005] lr: 1.000e-04, eta: 2:48:00, time: 0.565, data_time: 0.001, loss: 1.1669 2023-03-20 23:54:04,713 - mmcls - INFO - Epoch [97][2300/5005] lr: 1.000e-04, eta: 2:47:03, time: 0.564, data_time: 0.001, loss: 1.1598 2023-03-20 23:55:01,047 - mmcls - INFO - Epoch [97][2400/5005] lr: 1.000e-04, eta: 2:46:07, time: 0.563, data_time: 0.001, loss: 1.1564 2023-03-20 23:55:57,385 - mmcls - INFO - Epoch [97][2500/5005] lr: 1.000e-04, eta: 2:45:10, time: 0.563, data_time: 0.001, loss: 1.1610 2023-03-20 23:56:53,751 - mmcls - INFO - Epoch [97][2600/5005] lr: 1.000e-04, eta: 2:44:14, time: 0.564, data_time: 0.001, loss: 1.1591 2023-03-20 23:57:50,437 - mmcls - INFO - Epoch [97][2700/5005] lr: 1.000e-04, eta: 2:43:17, time: 0.567, data_time: 0.001, loss: 1.1499 2023-03-20 23:58:46,823 - mmcls - INFO - Epoch [97][2800/5005] lr: 1.000e-04, eta: 2:42:20, time: 0.564, data_time: 0.001, loss: 1.1796 2023-03-20 23:59:43,163 - mmcls - INFO - Epoch [97][2900/5005] lr: 1.000e-04, eta: 2:41:24, time: 0.563, data_time: 0.001, loss: 1.1533 2023-03-21 00:00:39,586 - mmcls - INFO - Epoch [97][3000/5005] lr: 1.000e-04, eta: 2:40:27, time: 0.564, data_time: 0.001, loss: 1.1561 2023-03-21 00:01:35,769 - mmcls - INFO - Epoch [97][3100/5005] lr: 1.000e-04, eta: 2:39:31, time: 0.562, data_time: 0.001, loss: 1.1725 2023-03-21 00:02:32,115 - mmcls - INFO - Epoch [97][3200/5005] lr: 1.000e-04, eta: 2:38:34, time: 0.563, data_time: 0.001, loss: 1.1732 2023-03-21 00:03:28,342 - mmcls - INFO - Epoch [97][3300/5005] lr: 1.000e-04, eta: 2:37:37, time: 0.562, data_time: 0.001, loss: 1.1550 2023-03-21 00:04:24,492 - mmcls - INFO - Epoch [97][3400/5005] lr: 1.000e-04, eta: 2:36:41, time: 0.561, data_time: 0.001, loss: 1.1735 2023-03-21 00:05:20,713 - mmcls - INFO - Epoch [97][3500/5005] lr: 1.000e-04, eta: 2:35:44, time: 0.562, data_time: 0.001, loss: 1.1616 2023-03-21 00:06:17,067 - mmcls - INFO - Epoch [97][3600/5005] lr: 1.000e-04, eta: 2:34:47, time: 0.564, data_time: 0.001, loss: 1.1791 2023-03-21 00:07:13,339 - mmcls - INFO - Epoch [97][3700/5005] lr: 1.000e-04, eta: 2:33:51, time: 0.563, data_time: 0.001, loss: 1.1668 2023-03-21 00:08:09,585 - mmcls - INFO - Epoch [97][3800/5005] lr: 1.000e-04, eta: 2:32:54, time: 0.562, data_time: 0.001, loss: 1.1692 2023-03-21 00:09:05,808 - mmcls - INFO - Epoch [97][3900/5005] lr: 1.000e-04, eta: 2:31:58, time: 0.562, data_time: 0.001, loss: 1.1761 2023-03-21 00:10:02,188 - mmcls - INFO - Epoch [97][4000/5005] lr: 1.000e-04, eta: 2:31:01, time: 0.564, data_time: 0.001, loss: 1.1650 2023-03-21 00:10:58,579 - mmcls - INFO - Epoch [97][4100/5005] lr: 1.000e-04, eta: 2:30:04, time: 0.564, data_time: 0.001, loss: 1.1677 2023-03-21 00:11:54,932 - mmcls - INFO - Epoch [97][4200/5005] lr: 1.000e-04, eta: 2:29:08, time: 0.564, data_time: 0.001, loss: 1.1727 2023-03-21 00:12:51,178 - mmcls - INFO - Epoch [97][4300/5005] lr: 1.000e-04, eta: 2:28:11, time: 0.562, data_time: 0.001, loss: 1.1600 2023-03-21 00:13:47,569 - mmcls - INFO - Epoch [97][4400/5005] lr: 1.000e-04, eta: 2:27:15, time: 0.564, data_time: 0.001, loss: 1.1625 2023-03-21 00:14:44,321 - mmcls - INFO - Epoch [97][4500/5005] lr: 1.000e-04, eta: 2:26:18, time: 0.568, data_time: 0.001, loss: 1.1574 2023-03-21 00:15:40,752 - mmcls - INFO - Epoch [97][4600/5005] lr: 1.000e-04, eta: 2:25:21, time: 0.564, data_time: 0.001, loss: 1.1719 2023-03-21 00:16:37,235 - mmcls - INFO - Epoch [97][4700/5005] lr: 1.000e-04, eta: 2:24:25, time: 0.565, data_time: 0.001, loss: 1.1524 2023-03-21 00:17:33,679 - mmcls - INFO - Epoch [97][4800/5005] lr: 1.000e-04, eta: 2:23:28, time: 0.564, data_time: 0.001, loss: 1.1701 2023-03-21 00:18:30,372 - mmcls - INFO - Epoch [97][4900/5005] lr: 1.000e-04, eta: 2:22:32, time: 0.567, data_time: 0.001, loss: 1.1684 2023-03-21 00:19:26,737 - mmcls - INFO - Epoch [97][5000/5005] lr: 1.000e-04, eta: 2:21:35, time: 0.564, data_time: 0.001, loss: 1.1674 2023-03-21 00:19:30,548 - mmcls - INFO - Saving checkpoint at 97 epochs 2023-03-21 00:20:20,892 - mmcls - INFO - Epoch(val) [97][196] accuracy_top-1: 75.7120, accuracy_top-5: 92.8380 2023-03-21 00:21:20,825 - mmcls - INFO - Epoch [98][100/5005] lr: 1.000e-04, eta: 2:20:36, time: 0.599, data_time: 0.040, loss: 1.1662 2023-03-21 00:22:17,120 - mmcls - INFO - Epoch [98][200/5005] lr: 1.000e-04, eta: 2:19:39, time: 0.563, data_time: 0.001, loss: 1.1564 2023-03-21 00:23:13,517 - mmcls - INFO - Epoch [98][300/5005] lr: 1.000e-04, eta: 2:18:43, time: 0.564, data_time: 0.001, loss: 1.1547 2023-03-21 00:24:09,997 - mmcls - INFO - Epoch [98][400/5005] lr: 1.000e-04, eta: 2:17:46, time: 0.565, data_time: 0.001, loss: 1.1553 2023-03-21 00:25:06,304 - mmcls - INFO - Epoch [98][500/5005] lr: 1.000e-04, eta: 2:16:49, time: 0.563, data_time: 0.001, loss: 1.1583 2023-03-21 00:26:02,564 - mmcls - INFO - Epoch [98][600/5005] lr: 1.000e-04, eta: 2:15:53, time: 0.563, data_time: 0.001, loss: 1.1557 2023-03-21 00:26:58,747 - mmcls - INFO - Epoch [98][700/5005] lr: 1.000e-04, eta: 2:14:56, time: 0.562, data_time: 0.001, loss: 1.1741 2023-03-21 00:27:55,185 - mmcls - INFO - Epoch [98][800/5005] lr: 1.000e-04, eta: 2:14:00, time: 0.564, data_time: 0.001, loss: 1.1527 2023-03-21 00:28:51,547 - mmcls - INFO - Epoch [98][900/5005] lr: 1.000e-04, eta: 2:13:03, time: 0.564, data_time: 0.001, loss: 1.1739 2023-03-21 00:29:47,909 - mmcls - INFO - Epoch [98][1000/5005] lr: 1.000e-04, eta: 2:12:06, time: 0.564, data_time: 0.001, loss: 1.1700 2023-03-21 00:30:44,411 - mmcls - INFO - Epoch [98][1100/5005] lr: 1.000e-04, eta: 2:11:10, time: 0.565, data_time: 0.001, loss: 1.1602 2023-03-21 00:31:40,827 - mmcls - INFO - Epoch [98][1200/5005] lr: 1.000e-04, eta: 2:10:13, time: 0.564, data_time: 0.001, loss: 1.1714 2023-03-21 00:32:37,227 - mmcls - INFO - Epoch [98][1300/5005] lr: 1.000e-04, eta: 2:09:17, time: 0.564, data_time: 0.001, loss: 1.1610 2023-03-21 00:33:33,902 - mmcls - INFO - Epoch [98][1400/5005] lr: 1.000e-04, eta: 2:08:20, time: 0.567, data_time: 0.001, loss: 1.1619 2023-03-21 00:34:30,456 - mmcls - INFO - Epoch [98][1500/5005] lr: 1.000e-04, eta: 2:07:24, time: 0.566, data_time: 0.001, loss: 1.1625 2023-03-21 00:35:26,910 - mmcls - INFO - Epoch [98][1600/5005] lr: 1.000e-04, eta: 2:06:27, time: 0.565, data_time: 0.001, loss: 1.1678 2023-03-21 00:36:23,538 - mmcls - INFO - Epoch [98][1700/5005] lr: 1.000e-04, eta: 2:05:30, time: 0.566, data_time: 0.001, loss: 1.1540 2023-03-21 00:37:20,092 - mmcls - INFO - Epoch [98][1800/5005] lr: 1.000e-04, eta: 2:04:34, time: 0.566, data_time: 0.001, loss: 1.1430 2023-03-21 00:38:16,564 - mmcls - INFO - Epoch [98][1900/5005] lr: 1.000e-04, eta: 2:03:37, time: 0.565, data_time: 0.001, loss: 1.1695 2023-03-21 00:39:13,094 - mmcls - INFO - Epoch [98][2000/5005] lr: 1.000e-04, eta: 2:02:41, time: 0.565, data_time: 0.001, loss: 1.1750 2023-03-21 00:40:09,638 - mmcls - INFO - Epoch [98][2100/5005] lr: 1.000e-04, eta: 2:01:44, time: 0.565, data_time: 0.001, loss: 1.1640 2023-03-21 00:41:05,997 - mmcls - INFO - Epoch [98][2200/5005] lr: 1.000e-04, eta: 2:00:48, time: 0.564, data_time: 0.001, loss: 1.1643 2023-03-21 00:42:02,444 - mmcls - INFO - Epoch [98][2300/5005] lr: 1.000e-04, eta: 1:59:51, time: 0.564, data_time: 0.001, loss: 1.1593 2023-03-21 00:42:58,867 - mmcls - INFO - Epoch [98][2400/5005] lr: 1.000e-04, eta: 1:58:54, time: 0.564, data_time: 0.001, loss: 1.1598 2023-03-21 00:43:55,560 - mmcls - INFO - Epoch [98][2500/5005] lr: 1.000e-04, eta: 1:57:58, time: 0.567, data_time: 0.001, loss: 1.1671 2023-03-21 00:44:52,006 - mmcls - INFO - Epoch [98][2600/5005] lr: 1.000e-04, eta: 1:57:01, time: 0.564, data_time: 0.001, loss: 1.1777 2023-03-21 00:45:48,505 - mmcls - INFO - Epoch [98][2700/5005] lr: 1.000e-04, eta: 1:56:05, time: 0.565, data_time: 0.001, loss: 1.1905 2023-03-21 00:46:44,900 - mmcls - INFO - Epoch [98][2800/5005] lr: 1.000e-04, eta: 1:55:08, time: 0.564, data_time: 0.001, loss: 1.1558 2023-03-21 00:47:41,232 - mmcls - INFO - Epoch [98][2900/5005] lr: 1.000e-04, eta: 1:54:12, time: 0.563, data_time: 0.001, loss: 1.1676 2023-03-21 00:48:37,727 - mmcls - INFO - Epoch [98][3000/5005] lr: 1.000e-04, eta: 1:53:15, time: 0.565, data_time: 0.001, loss: 1.1768 2023-03-21 00:49:34,472 - mmcls - INFO - Epoch [98][3100/5005] lr: 1.000e-04, eta: 1:52:18, time: 0.567, data_time: 0.001, loss: 1.1622 2023-03-21 00:50:30,692 - mmcls - INFO - Epoch [98][3200/5005] lr: 1.000e-04, eta: 1:51:22, time: 0.562, data_time: 0.001, loss: 1.1515 2023-03-21 00:51:27,115 - mmcls - INFO - Epoch [98][3300/5005] lr: 1.000e-04, eta: 1:50:25, time: 0.564, data_time: 0.001, loss: 1.1587 2023-03-21 00:52:23,609 - mmcls - INFO - Epoch [98][3400/5005] lr: 1.000e-04, eta: 1:49:29, time: 0.565, data_time: 0.001, loss: 1.1650 2023-03-21 00:53:19,968 - mmcls - INFO - Epoch [98][3500/5005] lr: 1.000e-04, eta: 1:48:32, time: 0.564, data_time: 0.001, loss: 1.1691 2023-03-21 00:54:16,236 - mmcls - INFO - Epoch [98][3600/5005] lr: 1.000e-04, eta: 1:47:36, time: 0.563, data_time: 0.001, loss: 1.1573 2023-03-21 00:55:12,663 - mmcls - INFO - Epoch [98][3700/5005] lr: 1.000e-04, eta: 1:46:39, time: 0.564, data_time: 0.001, loss: 1.1612 2023-03-21 00:56:09,045 - mmcls - INFO - Epoch [98][3800/5005] lr: 1.000e-04, eta: 1:45:42, time: 0.564, data_time: 0.001, loss: 1.1522 2023-03-21 00:57:05,574 - mmcls - INFO - Epoch [98][3900/5005] lr: 1.000e-04, eta: 1:44:46, time: 0.565, data_time: 0.001, loss: 1.1590 2023-03-21 00:58:02,074 - mmcls - INFO - Epoch [98][4000/5005] lr: 1.000e-04, eta: 1:43:49, time: 0.565, data_time: 0.001, loss: 1.1749 2023-03-21 00:58:58,481 - mmcls - INFO - Epoch [98][4100/5005] lr: 1.000e-04, eta: 1:42:53, time: 0.564, data_time: 0.001, loss: 1.1603 2023-03-21 00:59:54,932 - mmcls - INFO - Epoch [98][4200/5005] lr: 1.000e-04, eta: 1:41:56, time: 0.564, data_time: 0.001, loss: 1.1816 2023-03-21 01:00:51,548 - mmcls - INFO - Epoch [98][4300/5005] lr: 1.000e-04, eta: 1:41:00, time: 0.566, data_time: 0.001, loss: 1.1695 2023-03-21 01:01:47,979 - mmcls - INFO - Epoch [98][4400/5005] lr: 1.000e-04, eta: 1:40:03, time: 0.564, data_time: 0.001, loss: 1.1653 2023-03-21 01:02:44,548 - mmcls - INFO - Epoch [98][4500/5005] lr: 1.000e-04, eta: 1:39:06, time: 0.566, data_time: 0.001, loss: 1.1758 2023-03-21 01:03:40,776 - mmcls - INFO - Epoch [98][4600/5005] lr: 1.000e-04, eta: 1:38:10, time: 0.562, data_time: 0.001, loss: 1.1597 2023-03-21 01:04:37,088 - mmcls - INFO - Epoch [98][4700/5005] lr: 1.000e-04, eta: 1:37:13, time: 0.563, data_time: 0.001, loss: 1.1508 2023-03-21 01:05:33,578 - mmcls - INFO - Epoch [98][4800/5005] lr: 1.000e-04, eta: 1:36:17, time: 0.565, data_time: 0.001, loss: 1.1554 2023-03-21 01:06:30,153 - mmcls - INFO - Epoch [98][4900/5005] lr: 1.000e-04, eta: 1:35:20, time: 0.566, data_time: 0.001, loss: 1.1719 2023-03-21 01:07:26,664 - mmcls - INFO - Epoch [98][5000/5005] lr: 1.000e-04, eta: 1:34:24, time: 0.565, data_time: 0.001, loss: 1.1632 2023-03-21 01:07:30,464 - mmcls - INFO - Saving checkpoint at 98 epochs 2023-03-21 01:08:20,169 - mmcls - INFO - Epoch(val) [98][196] accuracy_top-1: 75.7200, accuracy_top-5: 92.8400 2023-03-21 01:09:20,023 - mmcls - INFO - Epoch [99][100/5005] lr: 1.000e-04, eta: 1:33:24, time: 0.598, data_time: 0.039, loss: 1.1729 2023-03-21 01:10:16,377 - mmcls - INFO - Epoch [99][200/5005] lr: 1.000e-04, eta: 1:32:28, time: 0.563, data_time: 0.001, loss: 1.1868 2023-03-21 01:11:12,786 - mmcls - INFO - Epoch [99][300/5005] lr: 1.000e-04, eta: 1:31:31, time: 0.564, data_time: 0.001, loss: 1.1598 2023-03-21 01:12:09,139 - mmcls - INFO - Epoch [99][400/5005] lr: 1.000e-04, eta: 1:30:35, time: 0.564, data_time: 0.001, loss: 1.1419 2023-03-21 01:13:05,699 - mmcls - INFO - Epoch [99][500/5005] lr: 1.000e-04, eta: 1:29:38, time: 0.566, data_time: 0.001, loss: 1.1661 2023-03-21 01:14:02,253 - mmcls - INFO - Epoch [99][600/5005] lr: 1.000e-04, eta: 1:28:41, time: 0.566, data_time: 0.001, loss: 1.1659 2023-03-21 01:14:58,672 - mmcls - INFO - Epoch [99][700/5005] lr: 1.000e-04, eta: 1:27:45, time: 0.564, data_time: 0.001, loss: 1.1615 2023-03-21 01:15:55,102 - mmcls - INFO - Epoch [99][800/5005] lr: 1.000e-04, eta: 1:26:48, time: 0.564, data_time: 0.001, loss: 1.1658 2023-03-21 01:16:51,479 - mmcls - INFO - Epoch [99][900/5005] lr: 1.000e-04, eta: 1:25:52, time: 0.564, data_time: 0.001, loss: 1.1532 2023-03-21 01:17:47,864 - mmcls - INFO - Epoch [99][1000/5005] lr: 1.000e-04, eta: 1:24:55, time: 0.564, data_time: 0.001, loss: 1.1658 2023-03-21 01:18:44,469 - mmcls - INFO - Epoch [99][1100/5005] lr: 1.000e-04, eta: 1:23:59, time: 0.566, data_time: 0.001, loss: 1.1828 2023-03-21 01:19:41,127 - mmcls - INFO - Epoch [99][1200/5005] lr: 1.000e-04, eta: 1:23:02, time: 0.567, data_time: 0.001, loss: 1.1646 2023-03-21 01:20:37,339 - mmcls - INFO - Epoch [99][1300/5005] lr: 1.000e-04, eta: 1:22:05, time: 0.562, data_time: 0.001, loss: 1.1475 2023-03-21 01:21:33,570 - mmcls - INFO - Epoch [99][1400/5005] lr: 1.000e-04, eta: 1:21:09, time: 0.562, data_time: 0.001, loss: 1.1502 2023-03-21 01:22:29,841 - mmcls - INFO - Epoch [99][1500/5005] lr: 1.000e-04, eta: 1:20:12, time: 0.563, data_time: 0.001, loss: 1.1691 2023-03-21 01:23:26,298 - mmcls - INFO - Epoch [99][1600/5005] lr: 1.000e-04, eta: 1:19:16, time: 0.565, data_time: 0.001, loss: 1.1438 2023-03-21 01:24:22,587 - mmcls - INFO - Epoch [99][1700/5005] lr: 1.000e-04, eta: 1:18:19, time: 0.563, data_time: 0.001, loss: 1.1491 2023-03-21 01:25:19,044 - mmcls - INFO - Epoch [99][1800/5005] lr: 1.000e-04, eta: 1:17:23, time: 0.565, data_time: 0.001, loss: 1.1621 2023-03-21 01:26:15,674 - mmcls - INFO - Epoch [99][1900/5005] lr: 1.000e-04, eta: 1:16:26, time: 0.566, data_time: 0.001, loss: 1.1551 2023-03-21 01:27:12,243 - mmcls - INFO - Epoch [99][2000/5005] lr: 1.000e-04, eta: 1:15:29, time: 0.566, data_time: 0.001, loss: 1.1666 2023-03-21 01:28:10,881 - mmcls - INFO - Epoch [99][2100/5005] lr: 1.000e-04, eta: 1:14:33, time: 0.586, data_time: 0.001, loss: 1.1660 2023-03-21 01:29:07,313 - mmcls - INFO - Epoch [99][2200/5005] lr: 1.000e-04, eta: 1:13:37, time: 0.564, data_time: 0.001, loss: 1.1783 2023-03-21 01:30:03,790 - mmcls - INFO - Epoch [99][2300/5005] lr: 1.000e-04, eta: 1:12:40, time: 0.565, data_time: 0.001, loss: 1.1679 2023-03-21 01:31:00,343 - mmcls - INFO - Epoch [99][2400/5005] lr: 1.000e-04, eta: 1:11:43, time: 0.566, data_time: 0.001, loss: 1.1704 2023-03-21 01:31:57,065 - mmcls - INFO - Epoch [99][2500/5005] lr: 1.000e-04, eta: 1:10:47, time: 0.567, data_time: 0.001, loss: 1.1738 2023-03-21 01:32:53,503 - mmcls - INFO - Epoch [99][2600/5005] lr: 1.000e-04, eta: 1:09:50, time: 0.564, data_time: 0.001, loss: 1.1640 2023-03-21 01:33:49,918 - mmcls - INFO - Epoch [99][2700/5005] lr: 1.000e-04, eta: 1:08:54, time: 0.564, data_time: 0.001, loss: 1.1663 2023-03-21 01:34:46,359 - mmcls - INFO - Epoch [99][2800/5005] lr: 1.000e-04, eta: 1:07:57, time: 0.564, data_time: 0.001, loss: 1.1673 2023-03-21 01:35:42,867 - mmcls - INFO - Epoch [99][2900/5005] lr: 1.000e-04, eta: 1:07:01, time: 0.565, data_time: 0.001, loss: 1.1665 2023-03-21 01:36:39,347 - mmcls - INFO - Epoch [99][3000/5005] lr: 1.000e-04, eta: 1:06:04, time: 0.565, data_time: 0.001, loss: 1.1631 2023-03-21 01:37:35,618 - mmcls - INFO - Epoch [99][3100/5005] lr: 1.000e-04, eta: 1:05:07, time: 0.563, data_time: 0.001, loss: 1.1650 2023-03-21 01:38:31,963 - mmcls - INFO - Epoch [99][3200/5005] lr: 1.000e-04, eta: 1:04:11, time: 0.563, data_time: 0.001, loss: 1.1721 2023-03-21 01:39:28,310 - mmcls - INFO - Epoch [99][3300/5005] lr: 1.000e-04, eta: 1:03:14, time: 0.563, data_time: 0.001, loss: 1.1501 2023-03-21 01:40:24,680 - mmcls - INFO - Epoch [99][3400/5005] lr: 1.000e-04, eta: 1:02:18, time: 0.564, data_time: 0.001, loss: 1.1737 2023-03-21 01:41:21,187 - mmcls - INFO - Epoch [99][3500/5005] lr: 1.000e-04, eta: 1:01:21, time: 0.565, data_time: 0.001, loss: 1.1511 2023-03-21 01:42:17,731 - mmcls - INFO - Epoch [99][3600/5005] lr: 1.000e-04, eta: 1:00:25, time: 0.565, data_time: 0.001, loss: 1.1742 2023-03-21 01:43:14,318 - mmcls - INFO - Epoch [99][3700/5005] lr: 1.000e-04, eta: 0:59:28, time: 0.566, data_time: 0.001, loss: 1.1752 2023-03-21 01:44:10,904 - mmcls - INFO - Epoch [99][3800/5005] lr: 1.000e-04, eta: 0:58:32, time: 0.566, data_time: 0.001, loss: 1.1596 2023-03-21 01:45:07,394 - mmcls - INFO - Epoch [99][3900/5005] lr: 1.000e-04, eta: 0:57:35, time: 0.565, data_time: 0.001, loss: 1.1712 2023-03-21 01:46:04,099 - mmcls - INFO - Epoch [99][4000/5005] lr: 1.000e-04, eta: 0:56:38, time: 0.567, data_time: 0.001, loss: 1.1411 2023-03-21 01:47:00,681 - mmcls - INFO - Epoch [99][4100/5005] lr: 1.000e-04, eta: 0:55:42, time: 0.566, data_time: 0.001, loss: 1.1824 2023-03-21 01:47:56,965 - mmcls - INFO - Epoch [99][4200/5005] lr: 1.000e-04, eta: 0:54:45, time: 0.563, data_time: 0.001, loss: 1.1688 2023-03-21 01:48:53,507 - mmcls - INFO - Epoch [99][4300/5005] lr: 1.000e-04, eta: 0:53:49, time: 0.565, data_time: 0.001, loss: 1.1475 2023-03-21 01:49:50,091 - mmcls - INFO - Epoch [99][4400/5005] lr: 1.000e-04, eta: 0:52:52, time: 0.566, data_time: 0.001, loss: 1.1624 2023-03-21 01:50:46,695 - mmcls - INFO - Epoch [99][4500/5005] lr: 1.000e-04, eta: 0:51:56, time: 0.566, data_time: 0.001, loss: 1.1628 2023-03-21 01:51:43,225 - mmcls - INFO - Epoch [99][4600/5005] lr: 1.000e-04, eta: 0:50:59, time: 0.565, data_time: 0.001, loss: 1.1627 2023-03-21 01:52:39,651 - mmcls - INFO - Epoch [99][4700/5005] lr: 1.000e-04, eta: 0:50:03, time: 0.564, data_time: 0.001, loss: 1.1740 2023-03-21 01:53:36,229 - mmcls - INFO - Epoch [99][4800/5005] lr: 1.000e-04, eta: 0:49:06, time: 0.566, data_time: 0.001, loss: 1.1762 2023-03-21 01:54:32,748 - mmcls - INFO - Epoch [99][4900/5005] lr: 1.000e-04, eta: 0:48:09, time: 0.565, data_time: 0.001, loss: 1.1599 2023-03-21 01:55:29,188 - mmcls - INFO - Epoch [99][5000/5005] lr: 1.000e-04, eta: 0:47:13, time: 0.564, data_time: 0.001, loss: 1.1854 2023-03-21 01:55:33,093 - mmcls - INFO - Saving checkpoint at 99 epochs 2023-03-21 01:56:23,396 - mmcls - INFO - Epoch(val) [99][196] accuracy_top-1: 75.7900, accuracy_top-5: 92.8360 2023-03-21 01:57:23,304 - mmcls - INFO - Epoch [100][100/5005] lr: 1.000e-04, eta: 0:46:14, time: 0.599, data_time: 0.039, loss: 1.1755 2023-03-21 01:58:19,519 - mmcls - INFO - Epoch [100][200/5005] lr: 1.000e-04, eta: 0:45:17, time: 0.562, data_time: 0.001, loss: 1.1744 2023-03-21 01:59:15,515 - mmcls - INFO - Epoch [100][300/5005] lr: 1.000e-04, eta: 0:44:20, time: 0.560, data_time: 0.001, loss: 1.1559 2023-03-21 02:00:11,615 - mmcls - INFO - Epoch [100][400/5005] lr: 1.000e-04, eta: 0:43:24, time: 0.561, data_time: 0.001, loss: 1.1548 2023-03-21 02:01:07,936 - mmcls - INFO - Epoch [100][500/5005] lr: 1.000e-04, eta: 0:42:27, time: 0.563, data_time: 0.001, loss: 1.1766 2023-03-21 02:02:04,237 - mmcls - INFO - Epoch [100][600/5005] lr: 1.000e-04, eta: 0:41:31, time: 0.563, data_time: 0.001, loss: 1.1564 2023-03-21 02:03:02,828 - mmcls - INFO - Epoch [100][700/5005] lr: 1.000e-04, eta: 0:40:34, time: 0.586, data_time: 0.001, loss: 1.1667 2023-03-21 02:03:59,241 - mmcls - INFO - Epoch [100][800/5005] lr: 1.000e-04, eta: 0:39:38, time: 0.564, data_time: 0.001, loss: 1.1604 2023-03-21 02:04:55,887 - mmcls - INFO - Epoch [100][900/5005] lr: 1.000e-04, eta: 0:38:41, time: 0.566, data_time: 0.001, loss: 1.1564 2023-03-21 02:05:55,668 - mmcls - INFO - Epoch [100][1000/5005] lr: 1.000e-04, eta: 0:37:45, time: 0.598, data_time: 0.001, loss: 1.1598 2023-03-21 02:06:54,174 - mmcls - INFO - Epoch [100][1100/5005] lr: 1.000e-04, eta: 0:36:48, time: 0.585, data_time: 0.001, loss: 1.1610 2023-03-21 02:07:50,568 - mmcls - INFO - Epoch [100][1200/5005] lr: 1.000e-04, eta: 0:35:52, time: 0.564, data_time: 0.001, loss: 1.1602 2023-03-21 02:08:47,203 - mmcls - INFO - Epoch [100][1300/5005] lr: 1.000e-04, eta: 0:34:55, time: 0.566, data_time: 0.001, loss: 1.1483 2023-03-21 02:09:43,436 - mmcls - INFO - Epoch [100][1400/5005] lr: 1.000e-04, eta: 0:33:58, time: 0.562, data_time: 0.001, loss: 1.1612 2023-03-21 02:10:44,635 - mmcls - INFO - Epoch [100][1500/5005] lr: 1.000e-04, eta: 0:33:02, time: 0.612, data_time: 0.001, loss: 1.1521 2023-03-21 02:11:42,429 - mmcls - INFO - Epoch [100][1600/5005] lr: 1.000e-04, eta: 0:32:06, time: 0.578, data_time: 0.001, loss: 1.1696 2023-03-21 02:12:38,931 - mmcls - INFO - Epoch [100][1700/5005] lr: 1.000e-04, eta: 0:31:09, time: 0.565, data_time: 0.001, loss: 1.1487 2023-03-21 02:13:35,436 - mmcls - INFO - Epoch [100][1800/5005] lr: 1.000e-04, eta: 0:30:12, time: 0.565, data_time: 0.001, loss: 1.1669 2023-03-21 02:14:31,966 - mmcls - INFO - Epoch [100][1900/5005] lr: 1.000e-04, eta: 0:29:16, time: 0.565, data_time: 0.001, loss: 1.1563 2023-03-21 02:15:28,426 - mmcls - INFO - Epoch [100][2000/5005] lr: 1.000e-04, eta: 0:28:19, time: 0.565, data_time: 0.001, loss: 1.1569 2023-03-21 02:16:24,721 - mmcls - INFO - Epoch [100][2100/5005] lr: 1.000e-04, eta: 0:27:23, time: 0.563, data_time: 0.001, loss: 1.1577 2023-03-21 02:17:20,899 - mmcls - INFO - Epoch [100][2200/5005] lr: 1.000e-04, eta: 0:26:26, time: 0.562, data_time: 0.001, loss: 1.1658 2023-03-21 02:18:17,519 - mmcls - INFO - Epoch [100][2300/5005] lr: 1.000e-04, eta: 0:25:30, time: 0.566, data_time: 0.001, loss: 1.1686 2023-03-21 02:19:13,842 - mmcls - INFO - Epoch [100][2400/5005] lr: 1.000e-04, eta: 0:24:33, time: 0.563, data_time: 0.001, loss: 1.1647 2023-03-21 02:20:10,164 - mmcls - INFO - Epoch [100][2500/5005] lr: 1.000e-04, eta: 0:23:36, time: 0.563, data_time: 0.001, loss: 1.1573 2023-03-21 02:21:06,437 - mmcls - INFO - Epoch [100][2600/5005] lr: 1.000e-04, eta: 0:22:40, time: 0.563, data_time: 0.001, loss: 1.1783 2023-03-21 02:22:02,748 - mmcls - INFO - Epoch [100][2700/5005] lr: 1.000e-04, eta: 0:21:43, time: 0.563, data_time: 0.001, loss: 1.1655 2023-03-21 02:22:59,141 - mmcls - INFO - Epoch [100][2800/5005] lr: 1.000e-04, eta: 0:20:47, time: 0.564, data_time: 0.001, loss: 1.1608 2023-03-21 02:23:55,538 - mmcls - INFO - Epoch [100][2900/5005] lr: 1.000e-04, eta: 0:19:50, time: 0.564, data_time: 0.001, loss: 1.1706 2023-03-21 02:24:51,865 - mmcls - INFO - Epoch [100][3000/5005] lr: 1.000e-04, eta: 0:18:54, time: 0.563, data_time: 0.001, loss: 1.1698 2023-03-21 02:25:48,282 - mmcls - INFO - Epoch [100][3100/5005] lr: 1.000e-04, eta: 0:17:57, time: 0.564, data_time: 0.001, loss: 1.1617 2023-03-21 02:26:44,616 - mmcls - INFO - Epoch [100][3200/5005] lr: 1.000e-04, eta: 0:17:00, time: 0.563, data_time: 0.001, loss: 1.1847 2023-03-21 02:27:40,920 - mmcls - INFO - Epoch [100][3300/5005] lr: 1.000e-04, eta: 0:16:04, time: 0.563, data_time: 0.001, loss: 1.1684 2023-03-21 02:28:37,295 - mmcls - INFO - Epoch [100][3400/5005] lr: 1.000e-04, eta: 0:15:07, time: 0.564, data_time: 0.001, loss: 1.1667 2023-03-21 02:29:33,727 - mmcls - INFO - Epoch [100][3500/5005] lr: 1.000e-04, eta: 0:14:11, time: 0.564, data_time: 0.001, loss: 1.1470 2023-03-21 02:30:30,238 - mmcls - INFO - Epoch [100][3600/5005] lr: 1.000e-04, eta: 0:13:14, time: 0.565, data_time: 0.001, loss: 1.1659 2023-03-21 02:31:26,613 - mmcls - INFO - Epoch [100][3700/5005] lr: 1.000e-04, eta: 0:12:18, time: 0.564, data_time: 0.001, loss: 1.1568 2023-03-21 02:32:23,204 - mmcls - INFO - Epoch [100][3800/5005] lr: 1.000e-04, eta: 0:11:21, time: 0.566, data_time: 0.001, loss: 1.1550 2023-03-21 02:33:19,822 - mmcls - INFO - Epoch [100][3900/5005] lr: 1.000e-04, eta: 0:10:25, time: 0.566, data_time: 0.001, loss: 1.1662 2023-03-21 02:34:16,173 - mmcls - INFO - Epoch [100][4000/5005] lr: 1.000e-04, eta: 0:09:28, time: 0.564, data_time: 0.001, loss: 1.1562 2023-03-21 02:35:12,551 - mmcls - INFO - Epoch [100][4100/5005] lr: 1.000e-04, eta: 0:08:31, time: 0.564, data_time: 0.001, loss: 1.1597 2023-03-21 02:36:08,667 - mmcls - INFO - Epoch [100][4200/5005] lr: 1.000e-04, eta: 0:07:35, time: 0.561, data_time: 0.001, loss: 1.1518 2023-03-21 02:37:04,928 - mmcls - INFO - Epoch [100][4300/5005] lr: 1.000e-04, eta: 0:06:38, time: 0.563, data_time: 0.001, loss: 1.1710 2023-03-21 02:38:01,318 - mmcls - INFO - Epoch [100][4400/5005] lr: 1.000e-04, eta: 0:05:42, time: 0.564, data_time: 0.001, loss: 1.1584 2023-03-21 02:38:57,651 - mmcls - INFO - Epoch [100][4500/5005] lr: 1.000e-04, eta: 0:04:45, time: 0.563, data_time: 0.001, loss: 1.1710 2023-03-21 02:39:53,964 - mmcls - INFO - Epoch [100][4600/5005] lr: 1.000e-04, eta: 0:03:49, time: 0.563, data_time: 0.001, loss: 1.1719 2023-03-21 02:40:50,359 - mmcls - INFO - Epoch [100][4700/5005] lr: 1.000e-04, eta: 0:02:52, time: 0.564, data_time: 0.001, loss: 1.1548 2023-03-21 02:41:46,946 - mmcls - INFO - Epoch [100][4800/5005] lr: 1.000e-04, eta: 0:01:55, time: 0.566, data_time: 0.001, loss: 1.1685 2023-03-21 02:42:43,256 - mmcls - INFO - Epoch [100][4900/5005] lr: 1.000e-04, eta: 0:00:59, time: 0.563, data_time: 0.001, loss: 1.1564 2023-03-21 02:43:39,761 - mmcls - INFO - Epoch [100][5000/5005] lr: 1.000e-04, eta: 0:00:02, time: 0.565, data_time: 0.001, loss: 1.1711 2023-03-21 02:43:43,654 - mmcls - INFO - Saving checkpoint at 100 epochs 2023-03-21 02:44:34,881 - mmcls - INFO - Epoch(val) [100][196] accuracy_top-1: 75.7340, accuracy_top-5: 92.9100